NLP Upload ETF.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Import thư viện xử lí NLP"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Admin\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:2: FutureWarning: Passing a negative integer is deprecated in version 1.0 and will not be supported in future version. Instead, use None to not limit the column width.\n",
      "  \n",
      "[nltk_data] Downloading package stopwords to\n",
      "[nltk_data]     C:\\Users\\Admin\\AppData\\Roaming\\nltk_data...\n",
      "[nltk_data]   Package stopwords is already up-to-date!\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "pd.set_option('display.max_colwidth', -1)\n",
    "import re\n",
    "import nltk.corpus\n",
    "nltk.download('stopwords')\n",
    "from nltk.corpus import stopwords\n",
    "stop = stopwords.words('english')\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Import NLP dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Reads in the data\n",
    "train_data = pd.read_csv(r\"C:\\PYTHON LEARNING\\DATA\\etf keyword.csv\",encoding= 'unicode_escape')\n",
    "# Drops all columns text and target\n",
    "#cols_to_drop = ['id', 'keyword', 'location']\n",
    "#train_data = train_data.drop(cols_to_drop, axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>text</th>\n",
       "      <th>target</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>What Is an ETF?\\nAn exchange-traded fund (ETF) is a type of security that involves a collection of securitiessuch as stocksthat often tracks an underlying index, although they can invest in any number of industry sectors or use various strategies. ETFs are in many ways similar to mutual funds; however, they are listed on exchanges and ETF shares trade throughout the day just like ordinary stock.\\n\\n\\nSome well-known example is the SPDR S&amp;P 500 ETF (SPY), which tracks the S&amp;P 500 Index. ETFs can contain many types of investments, including stocks, commodities, bonds, or a mixture of investment types. An exchange-traded fund is a marketable security, meaning it has an associated price that allows it to be easily bought and sold.\\n\\n\\nKEY TAKEAWAYS\\nAn exchange-traded fund (ETF) is a basket of securities that trade on an exchange, just like a stock.\\nETF share prices fluctuate all day as the ETF is bought and sold; this is different from mutual funds that only trade once a day after the market closes.\\nETFs can contain all types of investments including stocks, commodities, or bonds; some offer U.S. only holdings, while others are international.\\nETFs offer low expense ratios and fewer broker commissions than buying the stocks individually.\\nAn ETF is called an exchange-traded fund since it's traded on an exchange just like stocks. The price of an ETFs shares will change throughout the trading day as the shares are bought and sold on the market. This is unlike mutual funds, which are not traded on an exchange, and trade only once per day after the markets close.\\n\\n\\n\\nAn ETF is a type of fund that holds multiple underlying assets, rather than only one like a stock. Because there are multiple assets within an ETF, they can be a popular choice for diversification.\\n\\n\\nAn ETF can own hundreds or thousands of stocks across various industries, or it could be isolated to one particular industry or sector. Some funds focus on only U.S. offerings, while others have a global outlook. For example, banking-focused ETFs would contain stocks of various banks across the industry.\\n\\n\\nTypes of ETFs\\nThere are various types of ETFs available to investors that can be used for income generation, speculation, price increases, and to hedge or partly offset risk in an investor's portfolio. Below are several examples of the types of ETFs.\\n\\nBond ETFs might include government bonds, corporate bonds, and state and local bondscalled municipal bonds.\\nIndustry ETFs track a particular industry such as technology, banking, or the oil and gas sector.\\nCommodity ETFs invest in commodities including crude oil or gold.\\nCurrency ETFs invest in foreign currencies such as the Euro or Canadian dollar.\\nInverse ETFs attempt to earn gains from stock declines by shorting stocks. Shorting is selling a stock, expecting a decline in value, and repurchasing it at a lower price.\\nInvestors should be aware that many inverse ETFs are Exchange Traded Notes (ETNs) and not true ETFs. An ETN is a bond but trades like a stock and is backed by an issuer like a bank. Be sure to check with your broker to determine if an ETN is a right fit for your portfolio.\\n\\nIn the U.S., most ETFs are set up as open-ended funds and are subject to the Investment Company Act of 1940 except where subsequent rules have modified their regulatory requirements. Open-end funds do not limit the number of investors involved in the product.\\n\\nHow to Buy and Sell ETFs\\nETFs trade through online brokers and traditional broker-dealers. You can view some of the top brokers in the industry for ETFs with Investopedia's list of the best brokers for ETFs. An alternative to standard brokers are robo-advisors like Betterment and Wealthfront who make use of ETFs in their investment products.\\n\\n\\nReal World Examples of ETFs\\nBelow are examples of popular ETFs on the market today. Some ETFs track an index of stocks creating a broad portfolio while others target specific industries.\\n\\nSPDR S&amp;P 500 (SPY): The oldest surviving and most widely known ETF tracks the S&amp;P 500 Index\\niShares Russell 2000 (IWM): Tracks the Russell 2000 small-cap index\\nInvesco QQQ (QQQ): Indexes the Nasdaq 100, which typically contains technology stocks\\nSPDR Dow Jones Industrial Average (DIA): Represents the 30 stocks of the Dow Jones Industrial Average\\nSector ETFs: Track individual industries such as oil (OIH), energy (XLE), financial services (XLF), REITs (IYR), Biotech (BBH)\\nCommodity ETFs: Represent commodity markets including crude oil (USO) and natural gas (UNG)\\nPhysically-Backed ETFs: The SPDR Gold Shares (GLD) and iShares Silver Trust (SLV) hold physical gold and silver bullion in the fund\\nAdvantages and Disadvantages of ETFs\\nETFs provide lower average costs since it would be expensive for an investor to buy all the stocks held in an ETF portfolio individually. Investors only need to execute one transaction to buy and one transaction to sell, which leads to fewer broker commissions since there are only a few trades being done by investors. Brokers typically charge a commission for each trade. Some brokers even offer no-commission trading on certain low-cost ETFs reducing costs for investors even further.\\n\\nAn ETF's expense ratio is the cost to operate and manage the fund. ETFs typically have low expenses since they track an index. For example, if an ETF tracks the S&amp;P 500 index, it might contain all 500 stocks from the S&amp;P making it a passively-managed fund and less time-intensive. However, not all ETFs track an index in a passive manner.\\n\\nPros\\nAccess to many stocks across various industries\\n\\nLow expense ratios and fewer broker commissions.\\n\\nRisk management through diversification\\n\\nETFs exist that focus on targeted industries\\n\\nCons\\nActively-managed ETFs have higher fees\\n\\nSingle industry focus ETFs limit diversification\\n\\nLack of liquidity hinders transactions\\n\\nActively-Managed ETFs\\nThere are also actively-managed ETFs, where portfolio managers are more involved in buying and selling shares of companies and changing the holdings within the fund. Typically, a more actively managed fund will have a higher expense ratio than passively-managed ETFs. It is important that investors determine how the fund is managed, whether it's actively or passively managed, the resulting expense ratio, and weigh the costs versus the rate of return to make sure it is worth holding.\\n\\n\\nIndexed-Stock ETFs\\nAn indexed-stock ETF provides investors with the diversification of an index fund as well as the ability to sell short, buy on margin, and purchase as little as one share since there are no minimum deposit requirements. However, not all ETFs are equally diversified. Some may contain a heavy concentration in one industry, or a small group of stocks, or assets that are highly correlated to each other.\\n\\nDividends and ETFs\\nWhile ETFs provide investors with the ability to gain as stock prices rise and fall, they also benefit from companies that pay dividends. Dividends are a portion of earnings allocated or paid by companies to investors for holding their stock. ETF shareholders are entitled to a proportion of the profits, such as earned interest or dividends paid, and may get a residual value in case the fund is liquidated.\\n\\nETFs and Taxes\\nAn ETF is more tax efficient than a mutual fund since most buying and selling occurs through an exchange and the ETF sponsor does not need to redeem shares each time an investor wishes to sell, or issue new shares each time an investor wishes to buy. Redeeming shares of a fund can trigger a tax liability so listing the shares on an exchange can keep tax costs lower. In the case of a mutual fund, each time an investor sells their shares they sell it back to the fund and incur a tax liability can be created that must be paid by the shareholders of the fund.\\n\\nETFs Market Impact\\nSince ETFs have become increasingly popular with investors, many new funds have been created resulting in low trading volumes for some of them. The result can lead to investors not being able to buy and sell shares of a low-volume ETF easily.\\n\\nConcerns have surfaced about the influence of ETFs on the market and whether demand for these funds can inflate stock values and create fragile bubbles. Some ETFs rely on portfolio models that are untested in different market conditions and can lead to extreme inflows and outflows from the funds, which have a negative impact on market stability. Since the financial crisis, ETFs have played major roles in market flash-crashes and instability. Problems with ETFs were significant factors in the flash crashes and market declines in May 2010, August 2015, and February 2018.\\n\\n\\nETF Creation and Redemption\\nThe supply of ETF shares is regulated through a mechanism known as creation and redemption, which involves large specialized investors, called authorized participants (APs).\\n\\nCreation\\nWhen an ETF wants to issue additional shares, the AP buys shares of the stocks from the indexsuch as the S&amp;P 500 tracked by the fundand sells or exchanges them to the ETF for new ETF shares at an equal value. In turn, the AP sells the ETF shares in the market for a profit. The process of an AP selling stocks to the ETF sponsor, in return for shares in the ETF, is called creation.\\n\\nCreation When Shares Trade at a Premium \\nImagine an ETF that invests in the stocks of the S&amp;P 500 and has a share price of $101 at the close of the market. If the value of the stocks that the ETF owns was only worth $100 on a per share basis, then the fund's price of $101 is trading at a premium to the fund's net asset value (NAV). The NAV is an accounting mechanism that determines the overall value of the assets or stocks in an ETF.\\n\\nAn authorized participant has an incentive to bring the ETF share price back into equilibrium with the funds NAV. To do this, the AP will buy shares of the stocks that the ETF wants to hold in its portfolio from the market and sells them to the fund in return for shares of the ETF. In this example, the AP is buying stock on the open market worth $100 per share but getting shares of the ETF that are trading on the open market for $101 per share. This process is called creation and increases the number of ETF shares on the market. If everything else remains the same, increasing the number of shares available on the market will reduce the price of the ETF and bring shares in line with the NAV of the fund.\\n\\nRedemption\\nConversely, an AP also buys shares of the ETF on the open market. The AP then sells these shares back to the ETF sponsor in exchange for individual stock shares that the AP can sell on the open market. As a result, the number of ETF shares are reduced through the process called redemption.\\n\\nThe amount of redemption and creation activity is a function of demand in the market and whether the ETF is trading at a discount or premium to the value of the fund's assets.\\n\\nRedemption When Shares Trade at a Discount\\nImagine an ETF that holds the stocks in the Russell 2000 small-cap index and is currently trading for $99 per share. If the value of the stocks the ETF is holding in the fund is worth $100 per share, then the ETF is trading at a discount to NAV.\\n\\nTo bring the ETFs share price back to its NAV, an AP will buy shares of the ETF on the open market and sell them back to the ETF in return for shares of the underlying stock portfolio. In this example, the AP is able to buy ownership of $100 worth of stock in exchange for ETF shares it bought for $99. This process is called redemption, and it decreases the supply of ETF shares on the market. When the supply of ETF shares is decreased, the price should rise and get closer to its NAV.</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>What Is an ETF?\\nWant the ease of stock trading, but diversification benefits of mutual funds? Take a look at exchange-traded funds (ETFs), which combine the best attributes of both assets.\\n\\n\\nANNA-LOUISE JACKSON &amp; KEVIN VOIGT\\nApril 29, 2020\\nInvesting, Investing Strategy, Investments\\n\\nMany or all of the products featured here are from our partners who compensate us. This may influence which products we write about and where and how the product appears on a page. However, this does not influence our evaluations. Our opinions are our own.\\nExplore ETFs\\nETF = Exchange-traded fund\\nETFs vs. mutual funds vs. stocks\\n5 Types of ETFs: Stock ETFs dominate market \\nPros and cons of ETFs\\nShopping for ETFs\\nHow to invest in ETFs\\nAn exchange-traded fund is a basket of securities  stocks, bonds, commodities or some combination of these  that you can buy and sell through a broker. ETFs offer the best attributes of two popular assets: They have the diversification benefits of mutual funds while mimicking the ease with which stocks are traded.\\n\\nLike any financial product, ETFs arent a one-size-fits-all solution. Evaluate them on their own merits, including management costs and commission fees (if any), how easily you can buy or sell them, and their investment quality.\\n\\nETF = Exchange-traded fund\\nAn exchange-traded fund  better known by the acronym ETF  is a fund that can be traded on an exchange like a stock (hence the name). ETFs give you a way to buy and sell a basket of assets without having to buy all the components individually.\\n\\nAn ETF works like this: The fund provider owns the underlying assets, designs a fund to track their performance and then sells shares in that fund to investors. Shareholders own a portion of an ETF, but they dont own the underlying assets in the fund. Even so, investors in an ETF that tracks a stock index get lump dividend payments, or reinvestments, for the stocks that make up the index. (Related: Learn how to invest in index funds, or compare index funds and ETFs.)\\n\\nWhile ETFs are designed to track the value of an underlying asset  be it a commodity like gold or a basket of stocks such as the S&amp;P 500  they trade at market-determined prices that usually differ from that asset. Whats more, because of things like expenses, longer-term returns for an ETF will vary from those of its underlying asset.\\n\\nHow ETFs work, in 3 steps\\n\\nAn ETF provider considers the universe of assets, including stocks, bonds, commodities or currencies, and creates a basket of them, with a unique ticker.\\nInvestors can buy a share of that basket, just like buying shares of a company.\\nBuyers and sellers trade the ETF throughout the day on an exchange, much like a stock.\\n» Ready to get started? See our guide to the best brokers for trading ETFs\\n\\nETFs vs. mutual funds vs. stocks\\nGenerally speaking, ETFs have lower fees than mutual funds  and this is a big part of their appeal. Whereas the average U.S. equity mutual fund charges 1.42% in annual administrative expenses  whats called an expense ratio  the fees on the average equity ETF are 0.53%, according to data from ETF.com, a subsidiary of the Chicago Board Options Exchange thats dedicated to these investments.\\n\\nETFs also offer tax-efficiency advantages to investors. Theres generally more turnover within a mutual fund (especially those that are actively managed) relative to an ETF, and such buying and selling can result in capital gains. Similarly, when investors go to sell a mutual fund, the manager will need to raise cash by selling securities, which also can accrue capital gains. In either scenario, investors will be on the hook for those taxes.\\n\\nETFs are increasingly popular, but the number of available mutual funds still is higher. The two products also have different management structures (typically active for mutual funds, passive for ETFs, though actively managed ETFs do exist).\\n\\n» MORE: Investing in ETFs versus mutual funds\\n\\nLike stocks, ETFs can be traded on exchanges and have unique ticker symbols that let you track their price activity. Theres SPY for one of the ETFs that track the S&amp;P 500, and fun ones like HACK for a cyber-security fund and FONE for an ETF focused on smartphones. Thats where the similarities end, however, because ETFs represent a basket of assets, whereas a stock represents just one company.\\n\\n5 Types of ETFs: Stock ETFs dominate market \\nETFs may trade like stocks, but under the hood they more resemble mutual funds and index funds, which can vary greatly in terms of their underlying assets and investment goals. Below are a few common types of ETFs  just note that these categories arent mutually exclusive. For example, a stock ETF might also be index-based, and vice versa. These ETFs arent categorized by management type (passive or active), but rather by the types of investments held within the ETF. \\n\\nStock ETFs: These comprise stocks and are usually meant for long-term growth. While typically less risky than individual stocks, they carry slightly more risk than some of the others listed here, such as bond ETFs. \\nCommodity ETFs: Commodities are raw goods that can be bought or sold, such as gold, coffee and crude oil. Commodity ETFs let you bundle these securities into a single investment. With commodity ETFs, its especially important to know whats inside them  do you have ownership in the funds physical stockpile of the commodity, or own equity in companies that produce, transport and store these goods? Does the ETF contain futures contracts? Is the commodity considered a collectible in the eyes of the IRS? These factors can come with serious tax implications and varying risk levels. \\nBond ETFs: Unlike individual bonds, bond ETFs dont have a maturity date, so the most common use for them is to generate regular cash payments to the investor. These payments come from the interest generated by the individual bonds within the fund. Bond ETFs can be an excellent, lower-risk complement to stock ETFs. \\nInternational ETFs: Foreign stocks are widely recommended for building a diverse portfolio, along with U.S. stocks and bonds. International ETFs are an easy  and typically less risky  way to find these foreign investments. These ETFs may include investments in individual countries or specific country blocs.\\nSector ETFs: The U.S. stock market is divided into 11 sectors, and each is made up of companies that operate within that sector. Sector ETFs provide a way to invest in specific companies within those sectors, such as the health care, financial or industrial sectors. These can be especially useful to investors tracking business cycles, as some sectors tend to perform better during expansion periods, others better during contraction periods. Often, these typically carry higher risk than broad-market ETFs.\\nPros and cons of ETFs\\nU.S. investors had  $3.4 trillion invested in ETFs in 2018  more than double the cash invested in ETFs in 2013, according to the Investment Company Institute. Investors have flocked to ETFs because of their simplicity, relative cheapness and access to a diversified product.\\n\\nInvestors have flocked to ETFs because of their simplicity, relative cheapness and access to a diversified product.\\n\\nPros of ETF investment\\nDiversification: While its easy to think of diversification in the sense of the broad market verticals  stocks, bonds or a particular commodity, for example  ETFs also let investors diversify across horizontals, like industries. It would take a lot of money and effort to buy all the components of a particular basket, but with the click of a button, an ETF delivers those benefits to your portfolio.\\nTransparency: Anyone with internet access can search the price activity for a particular ETF on an exchange. In addition, a funds holdings are disclosed each day to the public, whereas that happens monthly or quarterly with mutual funds.\\nTax benefits: Investors typically are taxed only upon selling the investment, whereas mutual funds incur such burdens over the course of the investment.\\nCons of ETF investment\\nTrading costs: ETF costs may not end with the expense ratio. Because ETFs are exchange-traded, they may be subject to commission fees from online brokers. Many brokers have decided to drop their ETF commissions to zero, but not all have.\\nAny buyers for the ETF? As with any security, youll be at the whim of the current market prices when it comes time to sell, but ETFs that arent traded as frequently can be harder to unload.\\nRisk the ETF will close: The primary reason this happens is that a fund hasnt brought in enough assets to cover administrative costs. The biggest inconvenience of a shuttered ETF is that investors must sell sooner than they may have intended  and possibly at a loss. Theres also the annoyance of having to reinvest that money and the potential for an unexpected tax burden.\\nShopping for ETFs\\nIts important to be aware that while costs generally are lower for ETFs, they also can vary widely from fund to fund, depending on the issuer  the biggest being iShares, SPDR and Vanguard  as well as on complexity and demand. Even ETFs tracking the same index have different costs.\\n\\nOne trend thats been good for ETF shoppers  in October 2019 many major brokerages dropped their commissions on stock, ETF and options trades to $0.\\n\\nHere are some of our top picks for the best brokers for ETF investors:\\n\\nRead Full Review\\nOpen Account\\n\\nTrade Fee\\n\\n$0.00\\n\\nAccount Minimum\\n\\n$0\\n\\nPromotion\\n\\nUp to $600\\n\\nwhen you open an account\\n\\nRead Full Review\\nOpen Account\\n\\nTrade Fee\\n\\n$0.00\\n\\nAccount Minimum\\n\\n$0\\n\\nPromotion\\n\\nNone\\n\\nno promotion at this time\\n\\nRead Full Review\\nOpen Account\\n\\nTrade Fee\\n\\n$0.00\\n\\nAccount Minimum\\n\\n$0\\n\\nPromotion\\n\\nNone\\n\\nNo promotion available at this time\\n\\n» Check out our full list of the best brokers for ETF investors.\\n\\nMost ETFs are passively managed investments; they simply track an index. Some investors prefer the hands-on approach of mutual funds, which are run by a professional manager who tries to outperform the market. There are actively managed ETFs that mimic mutual funds, but they come with higher fees.  So consider your investing style before buying.\\n\\nThe explosion of this market also has seen some funds come to market that may not stack up on merit  borderline gimmicky funds that take a thin slice of the investing world and may not provide much diversification. Just because an ETF is cheap doesnt necessarily mean it fits with your broader investment thesis.\\n\\n» MORE: Fees might be eating into your retirement savings\\n\\nHow to invest in ETFs\\nThere are a variety of ways to invest in ETFs, how you do so largely comes down to preference. For hands-on investors, the world of ETF investing is but a few clicks away. These assets are a standard offering among the online brokers, though the number of offerings (and related fees) will vary by broker. On the other end of the spectrum, robo-advisors construct their portfolios out of low-cost ETFs, giving hands-off investors access to these assets.\\n\\nFor all their simplicity, ETFs have nuances that are important to understand. Armed with the basics, you can decide whether an ETF makes sense for your portfolio, embark on the exciting journey of finding one  or several.</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>What are ETFs?\\nAn exchange-traded fund (ETF) is a basket of securities you buy or sell through a brokerage firm on a stock exchange. ETFs are offered on virtually all asset classes ranging from traditional investments to alternative assets like commodities or currencies.\\n\\nWiley Global Finance WILEY GLOBAL FINANCE\\nBeginner Investing strategies Exchange traded funds\\n98% who voted found this helpful\\nEmail Facebook. Twitter. LinkedIn. Print\\nExchange-traded funds are one of the most important and valuable products created for individual investors in recent years. ETFs offer many benefits and, if used wisely, are an excellent vehicle to achieve an investors investment goals.\\n\\nBriefly, an ETF is a basket of securities that you can buy or sell through a brokerage firm on a stock exchange. ETFs are offered on virtually every conceivable asset class from traditional investments to so-called alternative assets like commodities or currencies. In addition, innovative ETF structures allow investors to short markets, to gain leverage, and to avoid short-term capital gains taxes.\\n\\nAfter a couple of false starts, ETFs began in earnest in 1993 with the product commonly known by its ticker symbol, SPY, or Spiders, which became the highest volume ETF in history. There are now estimated to be over $1 trillion invested in ETFs and nearly 1,000 ETF products traded on U.S. stock exchanges.\\n\\nTypes of ETFs\\nMarket ETFs: Designed to track a particular index like the S&amp;P 500 or NASDAQ\\nBond ETFs: Designed to provide exposure to virtually every type of bond available; U.S. Treasury, corporate, municipal, international, high-yield and several more\\nSector and industry ETFs: Designed to provide exposure to a particular industry, such as oil, pharmaceuticals, or high technology\\nCommodity ETFs: Designed to track the price of a commodity, such as gold, oil, or corn\\nStyle ETFs: Designed to track an investment style or market capitalization focus, such as large-cap value or small-cap growth\\nForeign market ETFs: Designed to track non-U.S. markets, such as Japans Nikkei Index or Hong Kongs Hang Seng index\\nInverse ETFs: Designed to profit from a decline in the underlying market or index\\nActively managed ETFs:Designed to outperform an index, unlike most ETFs, which are designed to track an index\\nExchange-traded notes:In essence, debt securities backed by the creditworthiness of the issuing bank; created to provide access to illiquid markets and have the added benefit of generating virtually no short-term capital gains taxes\\nAlternative investment ETFs: Innovative structures, such as ETFs that allow investors to trade volatility or gain exposure to a particular investment strategy, such as currency carry or covered call writing\\nHow ETFs work\\nAn ETF is bought and sold like a company stock during the day when the stock exchanges are open. Just like a stock, an ETF has a ticker symbol and intraday price data can be easily obtained during the course of the trading day.\\n\\nUnlike a company stock, the number of shares outstanding of an ETF can change daily because of the continuous creation of new shares and the redemption of existing shares. The ability of an ETF to issue and redeem shares on an ongoing basis keeps the market price of ETFs in line with their underlying securities.\\n\\nAlthough designed for individual investors, institutional investors play a key role in maintaining the liquidity and tracking integrity of the ETF through the purchase and sale of creation units, which are large blocks of ETF shares that can be exchanged for baskets of the underlying securities. When the price of the ETF deviates from the underlying asset value, institutions utilize the arbitrage mechanism afforded by creation units to bring the ETF price back into line with the underlying asset value.\\n\\nAdvantages of ETFs\\nThe appeal of ETFs to individual investors is:\\n\\nBuy and sell any time of the day: Mutual funds, in contrast, settle after the market close\\nLower fees: There is no sales load, however, brokerage commissions do apply\\nMore tax efficient: Investors have better control over when they pay capital gains tax\\nTrading transactions: Because they are traded like stocks, investors can place a variety of types of orders (limit orders, stop-loss orders, buy on margin) which are not possible with mutual funds\\nDisadvantages of ETFs\\nWhile superior in many respects, ETFs do have drawbacks, including:\\n\\nTrading costs: If you invest small amounts frequently, there may be lower-cost alternatives investing directly with a fund company in a no-load fund\\nIlliquidity: Some thinly traded ETFs have wide bid/ask spreads, which means youll be buying at the high price of the spread and selling at the low price of the spread\\nTracking error: While ETFs generally track their underlying index fairly well, technical issues can create discrepancies\\nSettlement dates: ETF sales are not settled for 2 days following a transaction; that means as the seller, your funds from an ETF sale are not technically available to reinvest for 2 days.\\nInvesting strategies\\nOnce you have determined your investment goals, ETFs can be utilized to gain exposure to virtually any market in the world or any industry sector. You can invest your assets in a conventional fashion using stock index and bond ETFs, and adjust the allocation in accordance with changes in your risk tolerance and goals. You can add alternative assets, such as gold, commodities, or emerging stock markets. You can move in and out of markets quickly, hoping to catch shorter term swings, much like a hedge fund. The point is, ETFs give you the flexibility to be any kind of investor that you want to be.\\n\\nWhat the future holds\\nInnovation has been the hallmark of the ETF industry since its beginnings less than 25 years ago. Undoubtedly, there will be new and more unusual ETFs introduced in the years to come. While innovation is a net positive for investors, its important to realize that not all ETFs are created equal. You should investigate carefully before investing in any ETF, carefully considering all factors to ensure that the ETF you choose is the best vehicle to achieve your investment goals.</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           text  \\\n",
       "0  What Is an ETF?\\nAn exchange-traded fund (ETF) is a type of security that involves a collection of securitiessuch as stocksthat often tracks an underlying index, although they can invest in any number of industry sectors or use various strategies. ETFs are in many ways similar to mutual funds; however, they are listed on exchanges and ETF shares trade throughout the day just like ordinary stock.\\n\\n\\nSome well-known example is the SPDR S&P 500 ETF (SPY), which tracks the S&P 500 Index. ETFs can contain many types of investments, including stocks, commodities, bonds, or a mixture of investment types. An exchange-traded fund is a marketable security, meaning it has an associated price that allows it to be easily bought and sold.\\n\\n\\nKEY TAKEAWAYS\\nAn exchange-traded fund (ETF) is a basket of securities that trade on an exchange, just like a stock.\\nETF share prices fluctuate all day as the ETF is bought and sold; this is different from mutual funds that only trade once a day after the market closes.\\nETFs can contain all types of investments including stocks, commodities, or bonds; some offer U.S. only holdings, while others are international.\\nETFs offer low expense ratios and fewer broker commissions than buying the stocks individually.\\nAn ETF is called an exchange-traded fund since it's traded on an exchange just like stocks. The price of an ETFs shares will change throughout the trading day as the shares are bought and sold on the market. This is unlike mutual funds, which are not traded on an exchange, and trade only once per day after the markets close.\\n\\n\\n\\nAn ETF is a type of fund that holds multiple underlying assets, rather than only one like a stock. Because there are multiple assets within an ETF, they can be a popular choice for diversification.\\n\\n\\nAn ETF can own hundreds or thousands of stocks across various industries, or it could be isolated to one particular industry or sector. Some funds focus on only U.S. offerings, while others have a global outlook. For example, banking-focused ETFs would contain stocks of various banks across the industry.\\n\\n\\nTypes of ETFs\\nThere are various types of ETFs available to investors that can be used for income generation, speculation, price increases, and to hedge or partly offset risk in an investor's portfolio. Below are several examples of the types of ETFs.\\n\\nBond ETFs might include government bonds, corporate bonds, and state and local bondscalled municipal bonds.\\nIndustry ETFs track a particular industry such as technology, banking, or the oil and gas sector.\\nCommodity ETFs invest in commodities including crude oil or gold.\\nCurrency ETFs invest in foreign currencies such as the Euro or Canadian dollar.\\nInverse ETFs attempt to earn gains from stock declines by shorting stocks. Shorting is selling a stock, expecting a decline in value, and repurchasing it at a lower price.\\nInvestors should be aware that many inverse ETFs are Exchange Traded Notes (ETNs) and not true ETFs. An ETN is a bond but trades like a stock and is backed by an issuer like a bank. Be sure to check with your broker to determine if an ETN is a right fit for your portfolio.\\n\\nIn the U.S., most ETFs are set up as open-ended funds and are subject to the Investment Company Act of 1940 except where subsequent rules have modified their regulatory requirements. Open-end funds do not limit the number of investors involved in the product.\\n\\nHow to Buy and Sell ETFs\\nETFs trade through online brokers and traditional broker-dealers. You can view some of the top brokers in the industry for ETFs with Investopedia's list of the best brokers for ETFs. An alternative to standard brokers are robo-advisors like Betterment and Wealthfront who make use of ETFs in their investment products.\\n\\n\\nReal World Examples of ETFs\\nBelow are examples of popular ETFs on the market today. Some ETFs track an index of stocks creating a broad portfolio while others target specific industries.\\n\\nSPDR S&P 500 (SPY): The oldest surviving and most widely known ETF tracks the S&P 500 Index\\niShares Russell 2000 (IWM): Tracks the Russell 2000 small-cap index\\nInvesco QQQ (QQQ): Indexes the Nasdaq 100, which typically contains technology stocks\\nSPDR Dow Jones Industrial Average (DIA): Represents the 30 stocks of the Dow Jones Industrial Average\\nSector ETFs: Track individual industries such as oil (OIH), energy (XLE), financial services (XLF), REITs (IYR), Biotech (BBH)\\nCommodity ETFs: Represent commodity markets including crude oil (USO) and natural gas (UNG)\\nPhysically-Backed ETFs: The SPDR Gold Shares (GLD) and iShares Silver Trust (SLV) hold physical gold and silver bullion in the fund\\nAdvantages and Disadvantages of ETFs\\nETFs provide lower average costs since it would be expensive for an investor to buy all the stocks held in an ETF portfolio individually. Investors only need to execute one transaction to buy and one transaction to sell, which leads to fewer broker commissions since there are only a few trades being done by investors. Brokers typically charge a commission for each trade. Some brokers even offer no-commission trading on certain low-cost ETFs reducing costs for investors even further.\\n\\nAn ETF's expense ratio is the cost to operate and manage the fund. ETFs typically have low expenses since they track an index. For example, if an ETF tracks the S&P 500 index, it might contain all 500 stocks from the S&P making it a passively-managed fund and less time-intensive. However, not all ETFs track an index in a passive manner.\\n\\nPros\\nAccess to many stocks across various industries\\n\\nLow expense ratios and fewer broker commissions.\\n\\nRisk management through diversification\\n\\nETFs exist that focus on targeted industries\\n\\nCons\\nActively-managed ETFs have higher fees\\n\\nSingle industry focus ETFs limit diversification\\n\\nLack of liquidity hinders transactions\\n\\nActively-Managed ETFs\\nThere are also actively-managed ETFs, where portfolio managers are more involved in buying and selling shares of companies and changing the holdings within the fund. Typically, a more actively managed fund will have a higher expense ratio than passively-managed ETFs. It is important that investors determine how the fund is managed, whether it's actively or passively managed, the resulting expense ratio, and weigh the costs versus the rate of return to make sure it is worth holding.\\n\\n\\nIndexed-Stock ETFs\\nAn indexed-stock ETF provides investors with the diversification of an index fund as well as the ability to sell short, buy on margin, and purchase as little as one share since there are no minimum deposit requirements. However, not all ETFs are equally diversified. Some may contain a heavy concentration in one industry, or a small group of stocks, or assets that are highly correlated to each other.\\n\\nDividends and ETFs\\nWhile ETFs provide investors with the ability to gain as stock prices rise and fall, they also benefit from companies that pay dividends. Dividends are a portion of earnings allocated or paid by companies to investors for holding their stock. ETF shareholders are entitled to a proportion of the profits, such as earned interest or dividends paid, and may get a residual value in case the fund is liquidated.\\n\\nETFs and Taxes\\nAn ETF is more tax efficient than a mutual fund since most buying and selling occurs through an exchange and the ETF sponsor does not need to redeem shares each time an investor wishes to sell, or issue new shares each time an investor wishes to buy. Redeeming shares of a fund can trigger a tax liability so listing the shares on an exchange can keep tax costs lower. In the case of a mutual fund, each time an investor sells their shares they sell it back to the fund and incur a tax liability can be created that must be paid by the shareholders of the fund.\\n\\nETFs Market Impact\\nSince ETFs have become increasingly popular with investors, many new funds have been created resulting in low trading volumes for some of them. The result can lead to investors not being able to buy and sell shares of a low-volume ETF easily.\\n\\nConcerns have surfaced about the influence of ETFs on the market and whether demand for these funds can inflate stock values and create fragile bubbles. Some ETFs rely on portfolio models that are untested in different market conditions and can lead to extreme inflows and outflows from the funds, which have a negative impact on market stability. Since the financial crisis, ETFs have played major roles in market flash-crashes and instability. Problems with ETFs were significant factors in the flash crashes and market declines in May 2010, August 2015, and February 2018.\\n\\n\\nETF Creation and Redemption\\nThe supply of ETF shares is regulated through a mechanism known as creation and redemption, which involves large specialized investors, called authorized participants (APs).\\n\\nCreation\\nWhen an ETF wants to issue additional shares, the AP buys shares of the stocks from the indexsuch as the S&P 500 tracked by the fundand sells or exchanges them to the ETF for new ETF shares at an equal value. In turn, the AP sells the ETF shares in the market for a profit. The process of an AP selling stocks to the ETF sponsor, in return for shares in the ETF, is called creation.\\n\\nCreation When Shares Trade at a Premium \\nImagine an ETF that invests in the stocks of the S&P 500 and has a share price of $101 at the close of the market. If the value of the stocks that the ETF owns was only worth $100 on a per share basis, then the fund's price of $101 is trading at a premium to the fund's net asset value (NAV). The NAV is an accounting mechanism that determines the overall value of the assets or stocks in an ETF.\\n\\nAn authorized participant has an incentive to bring the ETF share price back into equilibrium with the funds NAV. To do this, the AP will buy shares of the stocks that the ETF wants to hold in its portfolio from the market and sells them to the fund in return for shares of the ETF. In this example, the AP is buying stock on the open market worth $100 per share but getting shares of the ETF that are trading on the open market for $101 per share. This process is called creation and increases the number of ETF shares on the market. If everything else remains the same, increasing the number of shares available on the market will reduce the price of the ETF and bring shares in line with the NAV of the fund.\\n\\nRedemption\\nConversely, an AP also buys shares of the ETF on the open market. The AP then sells these shares back to the ETF sponsor in exchange for individual stock shares that the AP can sell on the open market. As a result, the number of ETF shares are reduced through the process called redemption.\\n\\nThe amount of redemption and creation activity is a function of demand in the market and whether the ETF is trading at a discount or premium to the value of the fund's assets.\\n\\nRedemption When Shares Trade at a Discount\\nImagine an ETF that holds the stocks in the Russell 2000 small-cap index and is currently trading for $99 per share. If the value of the stocks the ETF is holding in the fund is worth $100 per share, then the ETF is trading at a discount to NAV.\\n\\nTo bring the ETFs share price back to its NAV, an AP will buy shares of the ETF on the open market and sell them back to the ETF in return for shares of the underlying stock portfolio. In this example, the AP is able to buy ownership of $100 worth of stock in exchange for ETF shares it bought for $99. This process is called redemption, and it decreases the supply of ETF shares on the market. When the supply of ETF shares is decreased, the price should rise and get closer to its NAV.   \n",
       "1  What Is an ETF?\\nWant the ease of stock trading, but diversification benefits of mutual funds? Take a look at exchange-traded funds (ETFs), which combine the best attributes of both assets.\\n\\n\\nANNA-LOUISE JACKSON & KEVIN VOIGT\\nApril 29, 2020\\nInvesting, Investing Strategy, Investments\\n\\nMany or all of the products featured here are from our partners who compensate us. This may influence which products we write about and where and how the product appears on a page. However, this does not influence our evaluations. Our opinions are our own.\\nExplore ETFs\\nETF = Exchange-traded fund\\nETFs vs. mutual funds vs. stocks\\n5 Types of ETFs: Stock ETFs dominate market \\nPros and cons of ETFs\\nShopping for ETFs\\nHow to invest in ETFs\\nAn exchange-traded fund is a basket of securities  stocks, bonds, commodities or some combination of these  that you can buy and sell through a broker. ETFs offer the best attributes of two popular assets: They have the diversification benefits of mutual funds while mimicking the ease with which stocks are traded.\\n\\nLike any financial product, ETFs arent a one-size-fits-all solution. Evaluate them on their own merits, including management costs and commission fees (if any), how easily you can buy or sell them, and their investment quality.\\n\\nETF = Exchange-traded fund\\nAn exchange-traded fund  better known by the acronym ETF  is a fund that can be traded on an exchange like a stock (hence the name). ETFs give you a way to buy and sell a basket of assets without having to buy all the components individually.\\n\\nAn ETF works like this: The fund provider owns the underlying assets, designs a fund to track their performance and then sells shares in that fund to investors. Shareholders own a portion of an ETF, but they dont own the underlying assets in the fund. Even so, investors in an ETF that tracks a stock index get lump dividend payments, or reinvestments, for the stocks that make up the index. (Related: Learn how to invest in index funds, or compare index funds and ETFs.)\\n\\nWhile ETFs are designed to track the value of an underlying asset  be it a commodity like gold or a basket of stocks such as the S&P 500  they trade at market-determined prices that usually differ from that asset. Whats more, because of things like expenses, longer-term returns for an ETF will vary from those of its underlying asset.\\n\\nHow ETFs work, in 3 steps\\n\\nAn ETF provider considers the universe of assets, including stocks, bonds, commodities or currencies, and creates a basket of them, with a unique ticker.\\nInvestors can buy a share of that basket, just like buying shares of a company.\\nBuyers and sellers trade the ETF throughout the day on an exchange, much like a stock.\\n» Ready to get started? See our guide to the best brokers for trading ETFs\\n\\nETFs vs. mutual funds vs. stocks\\nGenerally speaking, ETFs have lower fees than mutual funds  and this is a big part of their appeal. Whereas the average U.S. equity mutual fund charges 1.42% in annual administrative expenses  whats called an expense ratio  the fees on the average equity ETF are 0.53%, according to data from ETF.com, a subsidiary of the Chicago Board Options Exchange thats dedicated to these investments.\\n\\nETFs also offer tax-efficiency advantages to investors. Theres generally more turnover within a mutual fund (especially those that are actively managed) relative to an ETF, and such buying and selling can result in capital gains. Similarly, when investors go to sell a mutual fund, the manager will need to raise cash by selling securities, which also can accrue capital gains. In either scenario, investors will be on the hook for those taxes.\\n\\nETFs are increasingly popular, but the number of available mutual funds still is higher. The two products also have different management structures (typically active for mutual funds, passive for ETFs, though actively managed ETFs do exist).\\n\\n» MORE: Investing in ETFs versus mutual funds\\n\\nLike stocks, ETFs can be traded on exchanges and have unique ticker symbols that let you track their price activity. Theres SPY for one of the ETFs that track the S&P 500, and fun ones like HACK for a cyber-security fund and FONE for an ETF focused on smartphones. Thats where the similarities end, however, because ETFs represent a basket of assets, whereas a stock represents just one company.\\n\\n5 Types of ETFs: Stock ETFs dominate market \\nETFs may trade like stocks, but under the hood they more resemble mutual funds and index funds, which can vary greatly in terms of their underlying assets and investment goals. Below are a few common types of ETFs  just note that these categories arent mutually exclusive. For example, a stock ETF might also be index-based, and vice versa. These ETFs arent categorized by management type (passive or active), but rather by the types of investments held within the ETF. \\n\\nStock ETFs: These comprise stocks and are usually meant for long-term growth. While typically less risky than individual stocks, they carry slightly more risk than some of the others listed here, such as bond ETFs. \\nCommodity ETFs: Commodities are raw goods that can be bought or sold, such as gold, coffee and crude oil. Commodity ETFs let you bundle these securities into a single investment. With commodity ETFs, its especially important to know whats inside them  do you have ownership in the funds physical stockpile of the commodity, or own equity in companies that produce, transport and store these goods? Does the ETF contain futures contracts? Is the commodity considered a collectible in the eyes of the IRS? These factors can come with serious tax implications and varying risk levels. \\nBond ETFs: Unlike individual bonds, bond ETFs dont have a maturity date, so the most common use for them is to generate regular cash payments to the investor. These payments come from the interest generated by the individual bonds within the fund. Bond ETFs can be an excellent, lower-risk complement to stock ETFs. \\nInternational ETFs: Foreign stocks are widely recommended for building a diverse portfolio, along with U.S. stocks and bonds. International ETFs are an easy  and typically less risky  way to find these foreign investments. These ETFs may include investments in individual countries or specific country blocs.\\nSector ETFs: The U.S. stock market is divided into 11 sectors, and each is made up of companies that operate within that sector. Sector ETFs provide a way to invest in specific companies within those sectors, such as the health care, financial or industrial sectors. These can be especially useful to investors tracking business cycles, as some sectors tend to perform better during expansion periods, others better during contraction periods. Often, these typically carry higher risk than broad-market ETFs.\\nPros and cons of ETFs\\nU.S. investors had  $3.4 trillion invested in ETFs in 2018  more than double the cash invested in ETFs in 2013, according to the Investment Company Institute. Investors have flocked to ETFs because of their simplicity, relative cheapness and access to a diversified product.\\n\\nInvestors have flocked to ETFs because of their simplicity, relative cheapness and access to a diversified product.\\n\\nPros of ETF investment\\nDiversification: While its easy to think of diversification in the sense of the broad market verticals  stocks, bonds or a particular commodity, for example  ETFs also let investors diversify across horizontals, like industries. It would take a lot of money and effort to buy all the components of a particular basket, but with the click of a button, an ETF delivers those benefits to your portfolio.\\nTransparency: Anyone with internet access can search the price activity for a particular ETF on an exchange. In addition, a funds holdings are disclosed each day to the public, whereas that happens monthly or quarterly with mutual funds.\\nTax benefits: Investors typically are taxed only upon selling the investment, whereas mutual funds incur such burdens over the course of the investment.\\nCons of ETF investment\\nTrading costs: ETF costs may not end with the expense ratio. Because ETFs are exchange-traded, they may be subject to commission fees from online brokers. Many brokers have decided to drop their ETF commissions to zero, but not all have.\\nAny buyers for the ETF? As with any security, youll be at the whim of the current market prices when it comes time to sell, but ETFs that arent traded as frequently can be harder to unload.\\nRisk the ETF will close: The primary reason this happens is that a fund hasnt brought in enough assets to cover administrative costs. The biggest inconvenience of a shuttered ETF is that investors must sell sooner than they may have intended  and possibly at a loss. Theres also the annoyance of having to reinvest that money and the potential for an unexpected tax burden.\\nShopping for ETFs\\nIts important to be aware that while costs generally are lower for ETFs, they also can vary widely from fund to fund, depending on the issuer  the biggest being iShares, SPDR and Vanguard  as well as on complexity and demand. Even ETFs tracking the same index have different costs.\\n\\nOne trend thats been good for ETF shoppers  in October 2019 many major brokerages dropped their commissions on stock, ETF and options trades to $0.\\n\\nHere are some of our top picks for the best brokers for ETF investors:\\n\\nRead Full Review\\nOpen Account\\n\\nTrade Fee\\n\\n$0.00\\n\\nAccount Minimum\\n\\n$0\\n\\nPromotion\\n\\nUp to $600\\n\\nwhen you open an account\\n\\nRead Full Review\\nOpen Account\\n\\nTrade Fee\\n\\n$0.00\\n\\nAccount Minimum\\n\\n$0\\n\\nPromotion\\n\\nNone\\n\\nno promotion at this time\\n\\nRead Full Review\\nOpen Account\\n\\nTrade Fee\\n\\n$0.00\\n\\nAccount Minimum\\n\\n$0\\n\\nPromotion\\n\\nNone\\n\\nNo promotion available at this time\\n\\n» Check out our full list of the best brokers for ETF investors.\\n\\nMost ETFs are passively managed investments; they simply track an index. Some investors prefer the hands-on approach of mutual funds, which are run by a professional manager who tries to outperform the market. There are actively managed ETFs that mimic mutual funds, but they come with higher fees.  So consider your investing style before buying.\\n\\nThe explosion of this market also has seen some funds come to market that may not stack up on merit  borderline gimmicky funds that take a thin slice of the investing world and may not provide much diversification. Just because an ETF is cheap doesnt necessarily mean it fits with your broader investment thesis.\\n\\n» MORE: Fees might be eating into your retirement savings\\n\\nHow to invest in ETFs\\nThere are a variety of ways to invest in ETFs, how you do so largely comes down to preference. For hands-on investors, the world of ETF investing is but a few clicks away. These assets are a standard offering among the online brokers, though the number of offerings (and related fees) will vary by broker. On the other end of the spectrum, robo-advisors construct their portfolios out of low-cost ETFs, giving hands-off investors access to these assets.\\n\\nFor all their simplicity, ETFs have nuances that are important to understand. Armed with the basics, you can decide whether an ETF makes sense for your portfolio, embark on the exciting journey of finding one  or several.                                                                                                                                                                                                                                                                                                                                                      \n",
       "2  What are ETFs?\\nAn exchange-traded fund (ETF) is a basket of securities you buy or sell through a brokerage firm on a stock exchange. ETFs are offered on virtually all asset classes ranging from traditional investments to alternative assets like commodities or currencies.\\n\\nWiley Global Finance WILEY GLOBAL FINANCE\\nBeginner Investing strategies Exchange traded funds\\n98% who voted found this helpful\\nEmail Facebook. Twitter. LinkedIn. Print\\nExchange-traded funds are one of the most important and valuable products created for individual investors in recent years. ETFs offer many benefits and, if used wisely, are an excellent vehicle to achieve an investors investment goals.\\n\\nBriefly, an ETF is a basket of securities that you can buy or sell through a brokerage firm on a stock exchange. ETFs are offered on virtually every conceivable asset class from traditional investments to so-called alternative assets like commodities or currencies. In addition, innovative ETF structures allow investors to short markets, to gain leverage, and to avoid short-term capital gains taxes.\\n\\nAfter a couple of false starts, ETFs began in earnest in 1993 with the product commonly known by its ticker symbol, SPY, or Spiders, which became the highest volume ETF in history. There are now estimated to be over $1 trillion invested in ETFs and nearly 1,000 ETF products traded on U.S. stock exchanges.\\n\\nTypes of ETFs\\nMarket ETFs: Designed to track a particular index like the S&P 500 or NASDAQ\\nBond ETFs: Designed to provide exposure to virtually every type of bond available; U.S. Treasury, corporate, municipal, international, high-yield and several more\\nSector and industry ETFs: Designed to provide exposure to a particular industry, such as oil, pharmaceuticals, or high technology\\nCommodity ETFs: Designed to track the price of a commodity, such as gold, oil, or corn\\nStyle ETFs: Designed to track an investment style or market capitalization focus, such as large-cap value or small-cap growth\\nForeign market ETFs: Designed to track non-U.S. markets, such as Japans Nikkei Index or Hong Kongs Hang Seng index\\nInverse ETFs: Designed to profit from a decline in the underlying market or index\\nActively managed ETFs:Designed to outperform an index, unlike most ETFs, which are designed to track an index\\nExchange-traded notes:In essence, debt securities backed by the creditworthiness of the issuing bank; created to provide access to illiquid markets and have the added benefit of generating virtually no short-term capital gains taxes\\nAlternative investment ETFs: Innovative structures, such as ETFs that allow investors to trade volatility or gain exposure to a particular investment strategy, such as currency carry or covered call writing\\nHow ETFs work\\nAn ETF is bought and sold like a company stock during the day when the stock exchanges are open. Just like a stock, an ETF has a ticker symbol and intraday price data can be easily obtained during the course of the trading day.\\n\\nUnlike a company stock, the number of shares outstanding of an ETF can change daily because of the continuous creation of new shares and the redemption of existing shares. The ability of an ETF to issue and redeem shares on an ongoing basis keeps the market price of ETFs in line with their underlying securities.\\n\\nAlthough designed for individual investors, institutional investors play a key role in maintaining the liquidity and tracking integrity of the ETF through the purchase and sale of creation units, which are large blocks of ETF shares that can be exchanged for baskets of the underlying securities. When the price of the ETF deviates from the underlying asset value, institutions utilize the arbitrage mechanism afforded by creation units to bring the ETF price back into line with the underlying asset value.\\n\\nAdvantages of ETFs\\nThe appeal of ETFs to individual investors is:\\n\\nBuy and sell any time of the day: Mutual funds, in contrast, settle after the market close\\nLower fees: There is no sales load, however, brokerage commissions do apply\\nMore tax efficient: Investors have better control over when they pay capital gains tax\\nTrading transactions: Because they are traded like stocks, investors can place a variety of types of orders (limit orders, stop-loss orders, buy on margin) which are not possible with mutual funds\\nDisadvantages of ETFs\\nWhile superior in many respects, ETFs do have drawbacks, including:\\n\\nTrading costs: If you invest small amounts frequently, there may be lower-cost alternatives investing directly with a fund company in a no-load fund\\nIlliquidity: Some thinly traded ETFs have wide bid/ask spreads, which means youll be buying at the high price of the spread and selling at the low price of the spread\\nTracking error: While ETFs generally track their underlying index fairly well, technical issues can create discrepancies\\nSettlement dates: ETF sales are not settled for 2 days following a transaction; that means as the seller, your funds from an ETF sale are not technically available to reinvest for 2 days.\\nInvesting strategies\\nOnce you have determined your investment goals, ETFs can be utilized to gain exposure to virtually any market in the world or any industry sector. You can invest your assets in a conventional fashion using stock index and bond ETFs, and adjust the allocation in accordance with changes in your risk tolerance and goals. You can add alternative assets, such as gold, commodities, or emerging stock markets. You can move in and out of markets quickly, hoping to catch shorter term swings, much like a hedge fund. The point is, ETFs give you the flexibility to be any kind of investor that you want to be.\\n\\nWhat the future holds\\nInnovation has been the hallmark of the ETF industry since its beginnings less than 25 years ago. Undoubtedly, there will be new and more unusual ETFs introduced in the years to come. While innovation is a net positive for investors, its important to realize that not all ETFs are created equal. You should investigate carefully before investing in any ETF, carefully considering all factors to ensure that the ETF you choose is the best vehicle to achieve your investment goals.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      \n",
       "\n",
       "   target  \n",
       "0  1       \n",
       "1  0       \n",
       "2  0       "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train_data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Giai đoạn xử lí NLP"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Xử lí kí tự thừa (@[A-Za-z0-9]+)|([^0-9A-Za-z \\t])|(\\w+:\\/\\/\\S+)|^rt|http.+?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Removes punctuation and special characters\n",
    "def  clean_text(df, text_field, new_text_field_name):\n",
    "    df[new_text_field_name] = df[text_field].str.lower()\n",
    "    df[new_text_field_name] = df[new_text_field_name].apply(lambda elem: re.sub(r\"(@[A-Za-z0-9]+)|([^0-9A-Za-z \\t])|(\\w+:\\/\\/\\S+)|^rt|http.+?\", \"\", elem))  \n",
    "    # remove numbers\n",
    "    df[new_text_field_name] = df[new_text_field_name].apply(lambda elem: re.sub(r\"\\d+\", \"\", elem))   \n",
    "    return df\n",
    "data_clean = clean_text(train_data, 'text', 'text')\n",
    "# Removes stop words \n",
    "data_clean['text'] = data_clean['text'].apply(lambda x: ' '.join([word for word in x.split() if word not in (stop)]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x1ceba19c688>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "from sklearn.feature_extraction.text import CountVectorizer\n",
    "from yellowbrick.text import FreqDistVisualizer\n",
    "vectorizer = CountVectorizer()\n",
    "docs       = vectorizer.fit_transform(data_clean['text'])\n",
    "features   = vectorizer.get_feature_names()\n",
    "plt.figure(figsize=(15,10))\n",
    "visualizer = FreqDistVisualizer(features=features, orient='h')\n",
    "visualizer.fit(docs)\n",
    "visualizer.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x1ceb9f52048>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "disaster_tweets = data_clean[data_clean['target'] == 1]\n",
    "vectorizer = CountVectorizer()\n",
    "docs       = vectorizer.fit_transform(disaster_tweets['text'])\n",
    "features_disaster   = vectorizer.get_feature_names()\n",
    "plt.figure(figsize=(15,10))\n",
    "visualizer_disaster = FreqDistVisualizer(features=features_disaster, orient='h')\n",
    "visualizer_disaster.fit(docs)\n",
    "visualizer_disaster.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Dùng mô hình SHAP (áp dụng lý thuyết trò chơi) vào dự đoán thành phần chính"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LogisticRegression(C=0.1, class_weight=None, dual=False, fit_intercept=True,\n",
       "                   intercept_scaling=1, l1_ratio=None, max_iter=100,\n",
       "                   multi_class='auto', n_jobs=None, penalty='l2',\n",
       "                   random_state=None, solver='lbfgs', tol=0.0001, verbose=0,\n",
       "                   warm_start=False)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn.feature_extraction.text import TfidfVectorizer\n",
    "import sklearn\n",
    "\n",
    "X_train, X_test, y_train, y_test = train_test_split(data_clean['text'],data_clean['target'],random_state = 0)\n",
    "vectorizer = TfidfVectorizer(min_df=1)\n",
    "X_train = vectorizer.fit_transform(X_train)\n",
    "X_test = vectorizer.transform(X_test)\n",
    "model = sklearn.linear_model.LogisticRegression(penalty=\"l2\", C=0.1)\n",
    "model.fit(X_train, y_train)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Trực quan kết quả"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div align='center'><img src='data:image/png;base64,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' /></div><script>!function(t){function e(r){if(n[r])return n[r].exports;var i=n[r]={i:r,l:!1,exports:{}};return t[r].call(i.exports,i,i.exports,e),i.l=!0,i.exports}var n={};e.m=t,e.c=n,e.i=function(t){return t},e.d=function(t,n,r){e.o(t,n)||Object.defineProperty(t,n,{configurable:!1,enumerable:!0,get:r})},e.n=function(t){var n=t&&t.__esModule?function(){return t.default}:function(){return t};return e.d(n,\"a\",n),n},e.o=function(t,e){return Object.prototype.hasOwnProperty.call(t,e)},e.p=\"\",e(e.s=189)}([function(t,e,n){\"use strict\";function r(t,e,n,r,o,a,u,c){if(i(e),!t){var s;if(void 0===e)s=new Error(\"Minified exception occurred; use the non-minified dev environment for the full error message and additional helpful warnings.\");else{var l=[n,r,o,a,u,c],f=0;s=new Error(e.replace(/%s/g,function(){return l[f++]})),s.name=\"Invariant Violation\"}throw s.framesToPop=1,s}}var i=function(t){};t.exports=r},function(t,e,n){\"use strict\";function r(t){for(var e=arguments.length-1,n=\"Minified React error #\"+t+\"; visit http://facebook.github.io/react/docs/error-decoder.html?invariant=\"+t,r=0;r<e;r++)n+=\"&args[]=\"+encodeURIComponent(arguments[r+1]);n+=\" for the full message or use the non-minified dev environment for full errors and additional helpful warnings.\";var i=new Error(n);throw i.name=\"Invariant Violation\",i.framesToPop=1,i}t.exports=r},function(t,e,n){\"use strict\";var r=n(11),i=r;t.exports=i},function(t,e,n){\"use strict\";function r(t){if(null===t||void 0===t)throw new TypeError(\"Object.assign cannot be called with null or undefined\");return Object(t)}/*\n",
       "object-assign\n",
       "(c) Sindre Sorhus\n",
       "@license MIT\n",
       "*/\n",
       "var i=Object.getOwnPropertySymbols,o=Object.prototype.hasOwnProperty,a=Object.prototype.propertyIsEnumerable;t.exports=function(){try{if(!Object.assign)return!1;var t=new String(\"abc\");if(t[5]=\"de\",\"5\"===Object.getOwnPropertyNames(t)[0])return!1;for(var e={},n=0;n<10;n++)e[\"_\"+String.fromCharCode(n)]=n;if(\"0123456789\"!==Object.getOwnPropertyNames(e).map(function(t){return e[t]}).join(\"\"))return!1;var r={};return\"abcdefghijklmnopqrst\".split(\"\").forEach(function(t){r[t]=t}),\"abcdefghijklmnopqrst\"===Object.keys(Object.assign({},r)).join(\"\")}catch(t){return!1}}()?Object.assign:function(t,e){for(var n,u,c=r(t),s=1;s<arguments.length;s++){n=Object(arguments[s]);for(var l in n)o.call(n,l)&&(c[l]=n[l]);if(i){u=i(n);for(var f=0;f<u.length;f++)a.call(n,u[f])&&(c[u[f]]=n[u[f]])}}return c}},function(t,e,n){\"use strict\";function r(t,e){return 1===t.nodeType&&t.getAttribute(d)===String(e)||8===t.nodeType&&t.nodeValue===\" react-text: \"+e+\" \"||8===t.nodeType&&t.nodeValue===\" react-empty: \"+e+\" \"}function i(t){for(var e;e=t._renderedComponent;)t=e;return t}function o(t,e){var n=i(t);n._hostNode=e,e[g]=n}function a(t){var e=t._hostNode;e&&(delete e[g],t._hostNode=null)}function u(t,e){if(!(t._flags&v.hasCachedChildNodes)){var n=t._renderedChildren,a=e.firstChild;t:for(var u in n)if(n.hasOwnProperty(u)){var c=n[u],s=i(c)._domID;if(0!==s){for(;null!==a;a=a.nextSibling)if(r(a,s)){o(c,a);continue t}f(\"32\",s)}}t._flags|=v.hasCachedChildNodes}}function c(t){if(t[g])return t[g];for(var e=[];!t[g];){if(e.push(t),!t.parentNode)return null;t=t.parentNode}for(var n,r;t&&(r=t[g]);t=e.pop())n=r,e.length&&u(r,t);return n}function s(t){var e=c(t);return null!=e&&e._hostNode===t?e:null}function l(t){if(void 0===t._hostNode&&f(\"33\"),t._hostNode)return t._hostNode;for(var e=[];!t._hostNode;)e.push(t),t._hostParent||f(\"34\"),t=t._hostParent;for(;e.length;t=e.pop())u(t,t._hostNode);return t._hostNode}var f=n(1),p=n(21),h=n(161),d=(n(0),p.ID_ATTRIBUTE_NAME),v=h,g=\"__reactInternalInstance$\"+Math.random().toString(36).slice(2),m={getClosestInstanceFromNode:c,getInstanceFromNode:s,getNodeFromInstance:l,precacheChildNodes:u,precacheNode:o,uncacheNode:a};t.exports=m},function(t,e,n){\"use strict\";function r(t,e,n,a){function u(e){return t(e=new Date(+e)),e}return u.floor=u,u.ceil=function(n){return t(n=new Date(n-1)),e(n,1),t(n),n},u.round=function(t){var e=u(t),n=u.ceil(t);return t-e<n-t?e:n},u.offset=function(t,n){return e(t=new Date(+t),null==n?1:Math.floor(n)),t},u.range=function(n,r,i){var o,a=[];if(n=u.ceil(n),i=null==i?1:Math.floor(i),!(n<r&&i>0))return a;do{a.push(o=new Date(+n)),e(n,i),t(n)}while(o<n&&n<r);return a},u.filter=function(n){return r(function(e){if(e>=e)for(;t(e),!n(e);)e.setTime(e-1)},function(t,r){if(t>=t)if(r<0)for(;++r<=0;)for(;e(t,-1),!n(t););else for(;--r>=0;)for(;e(t,1),!n(t););})},n&&(u.count=function(e,r){return i.setTime(+e),o.setTime(+r),t(i),t(o),Math.floor(n(i,o))},u.every=function(t){return t=Math.floor(t),isFinite(t)&&t>0?t>1?u.filter(a?function(e){return a(e)%t==0}:function(e){return u.count(0,e)%t==0}):u:null}),u}e.a=r;var i=new Date,o=new Date},function(t,e,n){\"use strict\";var r=!(\"undefined\"==typeof window||!window.document||!window.document.createElement),i={canUseDOM:r,canUseWorkers:\"undefined\"!=typeof Worker,canUseEventListeners:r&&!(!window.addEventListener&&!window.attachEvent),canUseViewport:r&&!!window.screen,isInWorker:!r};t.exports=i},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(101);n.d(e,\"bisect\",function(){return r.a}),n.d(e,\"bisectRight\",function(){return r.b}),n.d(e,\"bisectLeft\",function(){return r.c});var i=n(19);n.d(e,\"ascending\",function(){return i.a});var o=n(102);n.d(e,\"bisector\",function(){return o.a});var a=n(193);n.d(e,\"cross\",function(){return a.a});var u=n(194);n.d(e,\"descending\",function(){return u.a});var c=n(103);n.d(e,\"deviation\",function(){return c.a});var s=n(104);n.d(e,\"extent\",function(){return s.a});var l=n(195);n.d(e,\"histogram\",function(){return l.a});var f=n(205);n.d(e,\"thresholdFreedmanDiaconis\",function(){return f.a});var p=n(206);n.d(e,\"thresholdScott\",function(){return p.a});var h=n(108);n.d(e,\"thresholdSturges\",function(){return h.a});var d=n(197);n.d(e,\"max\",function(){return d.a});var v=n(198);n.d(e,\"mean\",function(){return v.a});var g=n(199);n.d(e,\"median\",function(){return g.a});var m=n(200);n.d(e,\"merge\",function(){return m.a});var y=n(105);n.d(e,\"min\",function(){return y.a});var _=n(106);n.d(e,\"pairs\",function(){return _.a});var b=n(201);n.d(e,\"permute\",function(){return b.a});var x=n(59);n.d(e,\"quantile\",function(){return x.a});var w=n(107);n.d(e,\"range\",function(){return w.a});var C=n(202);n.d(e,\"scan\",function(){return C.a});var k=n(203);n.d(e,\"shuffle\",function(){return k.a});var E=n(204);n.d(e,\"sum\",function(){return E.a});var M=n(109);n.d(e,\"ticks\",function(){return M.a}),n.d(e,\"tickIncrement\",function(){return M.b}),n.d(e,\"tickStep\",function(){return M.c});var T=n(110);n.d(e,\"transpose\",function(){return T.a});var S=n(111);n.d(e,\"variance\",function(){return S.a});var N=n(207);n.d(e,\"zip\",function(){return N.a})},function(t,e,n){\"use strict\";function r(t,e){this._groups=t,this._parents=e}function i(){return new r([[document.documentElement]],R)}n.d(e,\"c\",function(){return R}),e.b=r;var o=n(283),a=n(284),u=n(272),c=n(266),s=n(132),l=n(271),f=n(276),p=n(279),h=n(286),d=n(263),v=n(278),g=n(277),m=n(285),y=n(270),_=n(269),b=n(262),x=n(134),w=n(280),C=n(264),k=n(287),E=n(273),M=n(281),T=n(275),S=n(261),N=n(274),A=n(282),P=n(265),O=n(267),I=n(70),D=n(268),R=[null];r.prototype=i.prototype={constructor:r,select:o.a,selectAll:a.a,filter:u.a,data:c.a,enter:s.a,exit:l.a,merge:f.a,order:p.a,sort:h.a,call:d.a,nodes:v.a,node:g.a,size:m.a,empty:y.a,each:_.a,attr:b.a,style:x.b,property:w.a,classed:C.a,text:k.a,html:E.a,raise:M.a,lower:T.a,append:S.a,insert:N.a,remove:A.a,clone:P.a,datum:O.a,on:I.c,dispatch:D.a},e.a=i},function(t,e,n){\"use strict\";var r=null;t.exports={debugTool:r}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(61);n.d(e,\"color\",function(){return r.a}),n.d(e,\"rgb\",function(){return r.b}),n.d(e,\"hsl\",function(){return r.c});var i=n(218);n.d(e,\"lab\",function(){return i.a}),n.d(e,\"hcl\",function(){return i.b});var o=n(217);n.d(e,\"cubehelix\",function(){return o.a})},function(t,e,n){\"use strict\";function r(t){return function(){return t}}var i=function(){};i.thatReturns=r,i.thatReturnsFalse=r(!1),i.thatReturnsTrue=r(!0),i.thatReturnsNull=r(null),i.thatReturnsThis=function(){return this},i.thatReturnsArgument=function(t){return t},t.exports=i},function(t,e,n){\"use strict\";function r(){S.ReactReconcileTransaction&&w||l(\"123\")}function i(){this.reinitializeTransaction(),this.dirtyComponentsLength=null,this.callbackQueue=p.getPooled(),this.reconcileTransaction=S.ReactReconcileTransaction.getPooled(!0)}function o(t,e,n,i,o,a){return r(),w.batchedUpdates(t,e,n,i,o,a)}function a(t,e){return t._mountOrder-e._mountOrder}function u(t){var e=t.dirtyComponentsLength;e!==y.length&&l(\"124\",e,y.length),y.sort(a),_++;for(var n=0;n<e;n++){var r=y[n],i=r._pendingCallbacks;r._pendingCallbacks=null;var o;if(d.logTopLevelRenders){var u=r;r._currentElement.type.isReactTopLevelWrapper&&(u=r._renderedComponent),o=\"React update: \"+u.getName(),console.time(o)}if(v.performUpdateIfNecessary(r,t.reconcileTransaction,_),o&&console.timeEnd(o),i)for(var c=0;c<i.length;c++)t.callbackQueue.enqueue(i[c],r.getPublicInstance())}}function c(t){if(r(),!w.isBatchingUpdates)return void w.batchedUpdates(c,t);y.push(t),null==t._updateBatchNumber&&(t._updateBatchNumber=_+1)}function s(t,e){m(w.isBatchingUpdates,\"ReactUpdates.asap: Can't enqueue an asap callback in a context whereupdates are not being batched.\"),b.enqueue(t,e),x=!0}var l=n(1),f=n(3),p=n(159),h=n(18),d=n(164),v=n(24),g=n(55),m=n(0),y=[],_=0,b=p.getPooled(),x=!1,w=null,C={initialize:function(){this.dirtyComponentsLength=y.length},close:function(){this.dirtyComponentsLength!==y.length?(y.splice(0,this.dirtyComponentsLength),M()):y.length=0}},k={initialize:function(){this.callbackQueue.reset()},close:function(){this.callbackQueue.notifyAll()}},E=[C,k];f(i.prototype,g,{getTransactionWrappers:function(){return E},destructor:function(){this.dirtyComponentsLength=null,p.release(this.callbackQueue),this.callbackQueue=null,S.ReactReconcileTransaction.release(this.reconcileTransaction),this.reconcileTransaction=null},perform:function(t,e,n){return g.perform.call(this,this.reconcileTransaction.perform,this.reconcileTransaction,t,e,n)}}),h.addPoolingTo(i);var M=function(){for(;y.length||x;){if(y.length){var t=i.getPooled();t.perform(u,null,t),i.release(t)}if(x){x=!1;var e=b;b=p.getPooled(),e.notifyAll(),p.release(e)}}},T={injectReconcileTransaction:function(t){t||l(\"126\"),S.ReactReconcileTransaction=t},injectBatchingStrategy:function(t){t||l(\"127\"),\"function\"!=typeof t.batchedUpdates&&l(\"128\"),\"boolean\"!=typeof t.isBatchingUpdates&&l(\"129\"),w=t}},S={ReactReconcileTransaction:null,batchedUpdates:o,enqueueUpdate:c,flushBatchedUpdates:M,injection:T,asap:s};t.exports=S},function(t,e,n){\"use strict\";n.d(e,\"e\",function(){return r}),n.d(e,\"d\",function(){return i}),n.d(e,\"c\",function(){return o}),n.d(e,\"b\",function(){return a}),n.d(e,\"a\",function(){return u});var r=1e3,i=6e4,o=36e5,a=864e5,u=6048e5},function(t,e,n){\"use strict\";function r(t,e,n,r){this.dispatchConfig=t,this._targetInst=e,this.nativeEvent=n;var i=this.constructor.Interface;for(var o in i)if(i.hasOwnProperty(o)){var u=i[o];u?this[o]=u(n):\"target\"===o?this.target=r:this[o]=n[o]}var c=null!=n.defaultPrevented?n.defaultPrevented:!1===n.returnValue;return this.isDefaultPrevented=c?a.thatReturnsTrue:a.thatReturnsFalse,this.isPropagationStopped=a.thatReturnsFalse,this}var i=n(3),o=n(18),a=n(11),u=(n(2),[\"dispatchConfig\",\"_targetInst\",\"nativeEvent\",\"isDefaultPrevented\",\"isPropagationStopped\",\"_dispatchListeners\",\"_dispatchInstances\"]),c={type:null,target:null,currentTarget:a.thatReturnsNull,eventPhase:null,bubbles:null,cancelable:null,timeStamp:function(t){return t.timeStamp||Date.now()},defaultPrevented:null,isTrusted:null};i(r.prototype,{preventDefault:function(){this.defaultPrevented=!0;var t=this.nativeEvent;t&&(t.preventDefault?t.preventDefault():\"unknown\"!=typeof t.returnValue&&(t.returnValue=!1),this.isDefaultPrevented=a.thatReturnsTrue)},stopPropagation:function(){var t=this.nativeEvent;t&&(t.stopPropagation?t.stopPropagation():\"unknown\"!=typeof t.cancelBubble&&(t.cancelBubble=!0),this.isPropagationStopped=a.thatReturnsTrue)},persist:function(){this.isPersistent=a.thatReturnsTrue},isPersistent:a.thatReturnsFalse,destructor:function(){var t=this.constructor.Interface;for(var e in t)this[e]=null;for(var n=0;n<u.length;n++)this[u[n]]=null}}),r.Interface=c,r.augmentClass=function(t,e){var n=this,r=function(){};r.prototype=n.prototype;var a=new r;i(a,t.prototype),t.prototype=a,t.prototype.constructor=t,t.Interface=i({},n.Interface,e),t.augmentClass=n.augmentClass,o.addPoolingTo(t,o.fourArgumentPooler)},o.addPoolingTo(r,o.fourArgumentPooler),t.exports=r},function(t,e,n){\"use strict\";var r={current:null};t.exports=r},function(t,e,n){\"use strict\";n.d(e,\"a\",function(){return i}),n.d(e,\"b\",function(){return o});var r=Array.prototype,i=r.map,o=r.slice},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";var r=n(1),i=(n(0),function(t){var e=this;if(e.instancePool.length){var n=e.instancePool.pop();return e.call(n,t),n}return new e(t)}),o=function(t,e){var n=this;if(n.instancePool.length){var r=n.instancePool.pop();return n.call(r,t,e),r}return new n(t,e)},a=function(t,e,n){var r=this;if(r.instancePool.length){var i=r.instancePool.pop();return r.call(i,t,e,n),i}return new r(t,e,n)},u=function(t,e,n,r){var i=this;if(i.instancePool.length){var o=i.instancePool.pop();return i.call(o,t,e,n,r),o}return new i(t,e,n,r)},c=function(t){var e=this;t instanceof e||r(\"25\"),t.destructor(),e.instancePool.length<e.poolSize&&e.instancePool.push(t)},s=i,l=function(t,e){var n=t;return n.instancePool=[],n.getPooled=e||s,n.poolSize||(n.poolSize=10),n.release=c,n},f={addPoolingTo:l,oneArgumentPooler:i,twoArgumentPooler:o,threeArgumentPooler:a,fourArgumentPooler:u};t.exports=f},function(t,e,n){\"use strict\";e.a=function(t,e){return t<e?-1:t>e?1:t>=e?0:NaN}},function(t,e,n){\"use strict\";function r(t){if(d){var e=t.node,n=t.children;if(n.length)for(var r=0;r<n.length;r++)v(e,n[r],null);else null!=t.html?f(e,t.html):null!=t.text&&h(e,t.text)}}function i(t,e){t.parentNode.replaceChild(e.node,t),r(e)}function o(t,e){d?t.children.push(e):t.node.appendChild(e.node)}function a(t,e){d?t.html=e:f(t.node,e)}function u(t,e){d?t.text=e:h(t.node,e)}function c(){return this.node.nodeName}function s(t){return{node:t,children:[],html:null,text:null,toString:c}}var l=n(83),f=n(57),p=n(91),h=n(176),d=\"undefined\"!=typeof document&&\"number\"==typeof document.documentMode||\"undefined\"!=typeof navigator&&\"string\"==typeof navigator.userAgent&&/\\bEdge\\/\\d/.test(navigator.userAgent),v=p(function(t,e,n){11===e.node.nodeType||1===e.node.nodeType&&\"object\"===e.node.nodeName.toLowerCase()&&(null==e.node.namespaceURI||e.node.namespaceURI===l.html)?(r(e),t.insertBefore(e.node,n)):(t.insertBefore(e.node,n),r(e))});s.insertTreeBefore=v,s.replaceChildWithTree=i,s.queueChild=o,s.queueHTML=a,s.queueText=u,t.exports=s},function(t,e,n){\"use strict\";function r(t,e){return(t&e)===e}var i=n(1),o=(n(0),{MUST_USE_PROPERTY:1,HAS_BOOLEAN_VALUE:4,HAS_NUMERIC_VALUE:8,HAS_POSITIVE_NUMERIC_VALUE:24,HAS_OVERLOADED_BOOLEAN_VALUE:32,injectDOMPropertyConfig:function(t){var e=o,n=t.Properties||{},a=t.DOMAttributeNamespaces||{},c=t.DOMAttributeNames||{},s=t.DOMPropertyNames||{},l=t.DOMMutationMethods||{};t.isCustomAttribute&&u._isCustomAttributeFunctions.push(t.isCustomAttribute);for(var f in n){u.properties.hasOwnProperty(f)&&i(\"48\",f);var p=f.toLowerCase(),h=n[f],d={attributeName:p,attributeNamespace:null,propertyName:f,mutationMethod:null,mustUseProperty:r(h,e.MUST_USE_PROPERTY),hasBooleanValue:r(h,e.HAS_BOOLEAN_VALUE),hasNumericValue:r(h,e.HAS_NUMERIC_VALUE),hasPositiveNumericValue:r(h,e.HAS_POSITIVE_NUMERIC_VALUE),hasOverloadedBooleanValue:r(h,e.HAS_OVERLOADED_BOOLEAN_VALUE)};if(d.hasBooleanValue+d.hasNumericValue+d.hasOverloadedBooleanValue<=1||i(\"50\",f),c.hasOwnProperty(f)){var v=c[f];d.attributeName=v}a.hasOwnProperty(f)&&(d.attributeNamespace=a[f]),s.hasOwnProperty(f)&&(d.propertyName=s[f]),l.hasOwnProperty(f)&&(d.mutationMethod=l[f]),u.properties[f]=d}}}),a=\":A-Z_a-z\\\\u00C0-\\\\u00D6\\\\u00D8-\\\\u00F6\\\\u00F8-\\\\u02FF\\\\u0370-\\\\u037D\\\\u037F-\\\\u1FFF\\\\u200C-\\\\u200D\\\\u2070-\\\\u218F\\\\u2C00-\\\\u2FEF\\\\u3001-\\\\uD7FF\\\\uF900-\\\\uFDCF\\\\uFDF0-\\\\uFFFD\",u={ID_ATTRIBUTE_NAME:\"data-reactid\",ROOT_ATTRIBUTE_NAME:\"data-reactroot\",ATTRIBUTE_NAME_START_CHAR:a,ATTRIBUTE_NAME_CHAR:a+\"\\\\-.0-9\\\\u00B7\\\\u0300-\\\\u036F\\\\u203F-\\\\u2040\",properties:{},getPossibleStandardName:null,_isCustomAttributeFunctions:[],isCustomAttribute:function(t){for(var e=0;e<u._isCustomAttributeFunctions.length;e++){if((0,u._isCustomAttributeFunctions[e])(t))return!0}return!1},injection:o};t.exports=u},function(t,e,n){\"use strict\";function r(t){return\"button\"===t||\"input\"===t||\"select\"===t||\"textarea\"===t}function i(t,e,n){switch(t){case\"onClick\":case\"onClickCapture\":case\"onDoubleClick\":case\"onDoubleClickCapture\":case\"onMouseDown\":case\"onMouseDownCapture\":case\"onMouseMove\":case\"onMouseMoveCapture\":case\"onMouseUp\":case\"onMouseUpCapture\":return!(!n.disabled||!r(e));default:return!1}}var o=n(1),a=n(84),u=n(52),c=n(88),s=n(169),l=n(170),f=(n(0),{}),p=null,h=function(t,e){t&&(u.executeDispatchesInOrder(t,e),t.isPersistent()||t.constructor.release(t))},d=function(t){return h(t,!0)},v=function(t){return h(t,!1)},g=function(t){return\".\"+t._rootNodeID},m={injection:{injectEventPluginOrder:a.injectEventPluginOrder,injectEventPluginsByName:a.injectEventPluginsByName},putListener:function(t,e,n){\"function\"!=typeof n&&o(\"94\",e,typeof n);var r=g(t);(f[e]||(f[e]={}))[r]=n;var i=a.registrationNameModules[e];i&&i.didPutListener&&i.didPutListener(t,e,n)},getListener:function(t,e){var n=f[e];if(i(e,t._currentElement.type,t._currentElement.props))return null;var r=g(t);return n&&n[r]},deleteListener:function(t,e){var n=a.registrationNameModules[e];n&&n.willDeleteListener&&n.willDeleteListener(t,e);var r=f[e];if(r){delete r[g(t)]}},deleteAllListeners:function(t){var e=g(t);for(var n in f)if(f.hasOwnProperty(n)&&f[n][e]){var r=a.registrationNameModules[n];r&&r.willDeleteListener&&r.willDeleteListener(t,n),delete f[n][e]}},extractEvents:function(t,e,n,r){for(var i,o=a.plugins,u=0;u<o.length;u++){var c=o[u];if(c){var l=c.extractEvents(t,e,n,r);l&&(i=s(i,l))}}return i},enqueueEvents:function(t){t&&(p=s(p,t))},processEventQueue:function(t){var e=p;p=null,t?l(e,d):l(e,v),p&&o(\"95\"),c.rethrowCaughtError()},__purge:function(){f={}},__getListenerBank:function(){return f}};t.exports=m},function(t,e,n){\"use strict\";function r(t,e,n){var r=e.dispatchConfig.phasedRegistrationNames[n];return m(t,r)}function i(t,e,n){var i=r(t,n,e);i&&(n._dispatchListeners=v(n._dispatchListeners,i),n._dispatchInstances=v(n._dispatchInstances,t))}function o(t){t&&t.dispatchConfig.phasedRegistrationNames&&d.traverseTwoPhase(t._targetInst,i,t)}function a(t){if(t&&t.dispatchConfig.phasedRegistrationNames){var e=t._targetInst,n=e?d.getParentInstance(e):null;d.traverseTwoPhase(n,i,t)}}function u(t,e,n){if(n&&n.dispatchConfig.registrationName){var r=n.dispatchConfig.registrationName,i=m(t,r);i&&(n._dispatchListeners=v(n._dispatchListeners,i),n._dispatchInstances=v(n._dispatchInstances,t))}}function c(t){t&&t.dispatchConfig.registrationName&&u(t._targetInst,null,t)}function s(t){g(t,o)}function l(t){g(t,a)}function f(t,e,n,r){d.traverseEnterLeave(n,r,u,t,e)}function p(t){g(t,c)}var h=n(22),d=n(52),v=n(169),g=n(170),m=(n(2),h.getListener),y={accumulateTwoPhaseDispatches:s,accumulateTwoPhaseDispatchesSkipTarget:l,accumulateDirectDispatches:p,accumulateEnterLeaveDispatches:f};t.exports=y},function(t,e,n){\"use strict\";function r(){i.attachRefs(this,this._currentElement)}var i=n(382),o=(n(9),n(2),{mountComponent:function(t,e,n,i,o,a){var u=t.mountComponent(e,n,i,o,a);return t._currentElement&&null!=t._currentElement.ref&&e.getReactMountReady().enqueue(r,t),u},getHostNode:function(t){return t.getHostNode()},unmountComponent:function(t,e){i.detachRefs(t,t._currentElement),t.unmountComponent(e)},receiveComponent:function(t,e,n,o){var a=t._currentElement;if(e!==a||o!==t._context){var u=i.shouldUpdateRefs(a,e);u&&i.detachRefs(t,a),t.receiveComponent(e,n,o),u&&t._currentElement&&null!=t._currentElement.ref&&n.getReactMountReady().enqueue(r,t)}},performUpdateIfNecessary:function(t,e,n){t._updateBatchNumber===n&&t.performUpdateIfNecessary(e)}});t.exports=o},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o=n(94),a={view:function(t){if(t.view)return t.view;var e=o(t);if(e.window===e)return e;var n=e.ownerDocument;return n?n.defaultView||n.parentWindow:window},detail:function(t){return t.detail||0}};i.augmentClass(r,a),t.exports=r},function(t,e,n){\"use strict\";var r=n(3),i=n(178),o=n(414),a=n(415),u=n(27),c=n(416),s=n(417),l=n(418),f=n(422),p=u.createElement,h=u.createFactory,d=u.cloneElement,v=r,g=function(t){return t},m={Children:{map:o.map,forEach:o.forEach,count:o.count,toArray:o.toArray,only:f},Component:i.Component,PureComponent:i.PureComponent,createElement:p,cloneElement:d,isValidElement:u.isValidElement,PropTypes:c,createClass:l,createFactory:h,createMixin:g,DOM:a,version:s,__spread:v};t.exports=m},function(t,e,n){\"use strict\";function r(t){return void 0!==t.ref}function i(t){return void 0!==t.key}var o=n(3),a=n(15),u=(n(2),n(182),Object.prototype.hasOwnProperty),c=n(180),s={key:!0,ref:!0,__self:!0,__source:!0},l=function(t,e,n,r,i,o,a){var u={$$typeof:c,type:t,key:e,ref:n,props:a,_owner:o};return u};l.createElement=function(t,e,n){var o,c={},f=null,p=null;if(null!=e){r(e)&&(p=e.ref),i(e)&&(f=\"\"+e.key),void 0===e.__self?null:e.__self,void 0===e.__source?null:e.__source;for(o in e)u.call(e,o)&&!s.hasOwnProperty(o)&&(c[o]=e[o])}var h=arguments.length-2;if(1===h)c.children=n;else if(h>1){for(var d=Array(h),v=0;v<h;v++)d[v]=arguments[v+2];c.children=d}if(t&&t.defaultProps){var g=t.defaultProps;for(o in g)void 0===c[o]&&(c[o]=g[o])}return l(t,f,p,0,0,a.current,c)},l.createFactory=function(t){var e=l.createElement.bind(null,t);return e.type=t,e},l.cloneAndReplaceKey=function(t,e){return l(t.type,e,t.ref,t._self,t._source,t._owner,t.props)},l.cloneElement=function(t,e,n){var c,f=o({},t.props),p=t.key,h=t.ref,d=(t._self,t._source,t._owner);if(null!=e){r(e)&&(h=e.ref,d=a.current),i(e)&&(p=\"\"+e.key);var v;t.type&&t.type.defaultProps&&(v=t.type.defaultProps);for(c in e)u.call(e,c)&&!s.hasOwnProperty(c)&&(void 0===e[c]&&void 0!==v?f[c]=v[c]:f[c]=e[c])}var g=arguments.length-2;if(1===g)f.children=n;else if(g>1){for(var m=Array(g),y=0;y<g;y++)m[y]=arguments[y+2];f.children=m}return l(t.type,p,h,0,0,d,f)},l.isValidElement=function(t){return\"object\"==typeof t&&null!==t&&t.$$typeof===c},t.exports=l},function(t,e,n){\"use strict\";e.a=function(t){return null===t?NaN:+t}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(219);n.d(e,\"formatDefaultLocale\",function(){return r.a}),n.d(e,\"format\",function(){return r.b}),n.d(e,\"formatPrefix\",function(){return r.c});var i=n(117);n.d(e,\"formatLocale\",function(){return i.a});var o=n(115);n.d(e,\"formatSpecifier\",function(){return o.a});var a=n(225);n.d(e,\"precisionFixed\",function(){return a.a});var u=n(226);n.d(e,\"precisionPrefix\",function(){return u.a});var c=n(227);n.d(e,\"precisionRound\",function(){return c.a})},function(t,e,n){\"use strict\";var r=n(65);n.d(e,\"b\",function(){return r.a});var i=(n(118),n(64),n(119),n(121),n(43));n.d(e,\"a\",function(){return i.a});var o=(n(122),n(233));n.d(e,\"c\",function(){return o.a});var a=(n(124),n(235),n(237),n(123),n(230),n(231),n(229),n(228));n.d(e,\"d\",function(){return a.a});n(232)},function(t,e,n){\"use strict\";function r(t,e){return function(n){return t+n*e}}function i(t,e,n){return t=Math.pow(t,n),e=Math.pow(e,n)-t,n=1/n,function(r){return Math.pow(t+r*e,n)}}function o(t,e){var i=e-t;return i?r(t,i>180||i<-180?i-360*Math.round(i/360):i):n.i(c.a)(isNaN(t)?e:t)}function a(t){return 1==(t=+t)?u:function(e,r){return r-e?i(e,r,t):n.i(c.a)(isNaN(e)?r:e)}}function u(t,e){var i=e-t;return i?r(t,i):n.i(c.a)(isNaN(t)?e:t)}e.b=o,e.c=a,e.a=u;var c=n(120)},function(t,e,n){\"use strict\";var r=n(238);n.d(e,\"a\",function(){return r.a})},function(t,e,n){\"use strict\";e.a=function(t){return t.match(/.{6}/g).map(function(t){return\"#\"+t})}},function(t,e,n){\"use strict\";function r(t){var e=t.domain;return t.ticks=function(t){var r=e();return n.i(o.ticks)(r[0],r[r.length-1],null==t?10:t)},t.tickFormat=function(t,r){return n.i(c.a)(e(),t,r)},t.nice=function(r){null==r&&(r=10);var i,a=e(),u=0,c=a.length-1,s=a[u],l=a[c];return l<s&&(i=s,s=l,l=i,i=u,u=c,c=i),i=n.i(o.tickIncrement)(s,l,r),i>0?(s=Math.floor(s/i)*i,l=Math.ceil(l/i)*i,i=n.i(o.tickIncrement)(s,l,r)):i<0&&(s=Math.ceil(s*i)/i,l=Math.floor(l*i)/i,i=n.i(o.tickIncrement)(s,l,r)),i>0?(a[u]=Math.floor(s/i)*i,a[c]=Math.ceil(l/i)*i,e(a)):i<0&&(a[u]=Math.ceil(s*i)/i,a[c]=Math.floor(l*i)/i,e(a)),t},t}function i(){var t=n.i(u.a)(u.b,a.a);return t.copy=function(){return n.i(u.c)(t,i())},r(t)}e.b=r,e.a=i;var o=n(7),a=n(30),u=n(44),c=n(253)},function(t,e,n){\"use strict\";function r(t){return t>1?0:t<-1?h:Math.acos(t)}function i(t){return t>=1?d:t<=-1?-d:Math.asin(t)}n.d(e,\"g\",function(){return o}),n.d(e,\"m\",function(){return a}),n.d(e,\"h\",function(){return u}),n.d(e,\"e\",function(){return c}),n.d(e,\"j\",function(){return s}),n.d(e,\"i\",function(){return l}),n.d(e,\"d\",function(){return f}),n.d(e,\"a\",function(){return p}),n.d(e,\"b\",function(){return h}),n.d(e,\"f\",function(){return d}),n.d(e,\"c\",function(){return v}),e.l=r,e.k=i;var o=Math.abs,a=Math.atan2,u=Math.cos,c=Math.max,s=Math.min,l=Math.sin,f=Math.sqrt,p=1e-12,h=Math.PI,d=h/2,v=2*h},function(t,e,n){\"use strict\";e.a=function(t,e){if((i=t.length)>1)for(var n,r,i,o=1,a=t[e[0]],u=a.length;o<i;++o)for(r=a,a=t[e[o]],n=0;n<u;++n)a[n][1]+=a[n][0]=isNaN(r[n][1])?r[n][0]:r[n][1]}},function(t,e,n){\"use strict\";e.a=function(t){for(var e=t.length,n=new Array(e);--e>=0;)n[e]=e;return n}},function(t,e,n){(function(t,r){var i;(function(){function o(t,e,n){switch(n.length){case 0:return t.call(e);case 1:return t.call(e,n[0]);case 2:return t.call(e,n[0],n[1]);case 3:return t.call(e,n[0],n[1],n[2])}return t.apply(e,n)}function a(t,e,n,r){for(var i=-1,o=null==t?0:t.length;++i<o;){var a=t[i];e(r,a,n(a),t)}return r}function u(t,e){for(var n=-1,r=null==t?0:t.length;++n<r&&!1!==e(t[n],n,t););return t}function c(t,e){for(var n=null==t?0:t.length;n--&&!1!==e(t[n],n,t););return t}function s(t,e){for(var n=-1,r=null==t?0:t.length;++n<r;)if(!e(t[n],n,t))return!1;return!0}function l(t,e){for(var n=-1,r=null==t?0:t.length,i=0,o=[];++n<r;){var a=t[n];e(a,n,t)&&(o[i++]=a)}return o}function f(t,e){return!!(null==t?0:t.length)&&w(t,e,0)>-1}function p(t,e,n){for(var r=-1,i=null==t?0:t.length;++r<i;)if(n(e,t[r]))return!0;return!1}function h(t,e){for(var n=-1,r=null==t?0:t.length,i=Array(r);++n<r;)i[n]=e(t[n],n,t);return i}function d(t,e){for(var n=-1,r=e.length,i=t.length;++n<r;)t[i+n]=e[n];return t}function v(t,e,n,r){var i=-1,o=null==t?0:t.length;for(r&&o&&(n=t[++i]);++i<o;)n=e(n,t[i],i,t);return n}function g(t,e,n,r){var i=null==t?0:t.length;for(r&&i&&(n=t[--i]);i--;)n=e(n,t[i],i,t);return n}function m(t,e){for(var n=-1,r=null==t?0:t.length;++n<r;)if(e(t[n],n,t))return!0;return!1}function y(t){return t.split(\"\")}function _(t){return t.match(Ue)||[]}function b(t,e,n){var r;return n(t,function(t,n,i){if(e(t,n,i))return r=n,!1}),r}function x(t,e,n,r){for(var i=t.length,o=n+(r?1:-1);r?o--:++o<i;)if(e(t[o],o,t))return o;return-1}function w(t,e,n){return e===e?$(t,e,n):x(t,k,n)}function C(t,e,n,r){for(var i=n-1,o=t.length;++i<o;)if(r(t[i],e))return i;return-1}function k(t){return t!==t}function E(t,e){var n=null==t?0:t.length;return n?A(t,e)/n:It}function M(t){return function(e){return null==e?nt:e[t]}}function T(t){return function(e){return null==t?nt:t[e]}}function S(t,e,n,r,i){return i(t,function(t,i,o){n=r?(r=!1,t):e(n,t,i,o)}),n}function N(t,e){var n=t.length;for(t.sort(e);n--;)t[n]=t[n].value;return t}function A(t,e){for(var n,r=-1,i=t.length;++r<i;){var o=e(t[r]);o!==nt&&(n=n===nt?o:n+o)}return n}function P(t,e){for(var n=-1,r=Array(t);++n<t;)r[n]=e(n);return r}function O(t,e){return h(e,function(e){return[e,t[e]]})}function I(t){return function(e){return t(e)}}function D(t,e){return h(e,function(e){return t[e]})}function R(t,e){return t.has(e)}function L(t,e){for(var n=-1,r=t.length;++n<r&&w(e,t[n],0)>-1;);return n}function U(t,e){for(var n=t.length;n--&&w(e,t[n],0)>-1;);return n}function F(t,e){for(var n=t.length,r=0;n--;)t[n]===e&&++r;return r}function j(t){return\"\\\\\"+En[t]}function B(t,e){return null==t?nt:t[e]}function V(t){return gn.test(t)}function W(t){return mn.test(t)}function z(t){for(var e,n=[];!(e=t.next()).done;)n.push(e.value);return n}function H(t){var e=-1,n=Array(t.size);return t.forEach(function(t,r){n[++e]=[r,t]}),n}function q(t,e){return function(n){return t(e(n))}}function Y(t,e){for(var n=-1,r=t.length,i=0,o=[];++n<r;){var a=t[n];a!==e&&a!==ct||(t[n]=ct,o[i++]=n)}return o}function K(t){var e=-1,n=Array(t.size);return t.forEach(function(t){n[++e]=t}),n}function G(t){var e=-1,n=Array(t.size);return t.forEach(function(t){n[++e]=[t,t]}),n}function $(t,e,n){for(var r=n-1,i=t.length;++r<i;)if(t[r]===e)return r;return-1}function X(t,e,n){for(var r=n+1;r--;)if(t[r]===e)return r;return r}function Q(t){return V(t)?J(t):Wn(t)}function Z(t){return V(t)?tt(t):y(t)}function J(t){for(var e=dn.lastIndex=0;dn.test(t);)++e;return e}function tt(t){return t.match(dn)||[]}function et(t){return t.match(vn)||[]}var nt,rt=200,it=\"Unsupported core-js use. Try https://npms.io/search?q=ponyfill.\",ot=\"Expected a function\",at=\"__lodash_hash_undefined__\",ut=500,ct=\"__lodash_placeholder__\",st=1,lt=2,ft=4,pt=1,ht=2,dt=1,vt=2,gt=4,mt=8,yt=16,_t=32,bt=64,xt=128,wt=256,Ct=512,kt=30,Et=\"...\",Mt=800,Tt=16,St=1,Nt=2,At=1/0,Pt=9007199254740991,Ot=1.7976931348623157e308,It=NaN,Dt=4294967295,Rt=Dt-1,Lt=Dt>>>1,Ut=[[\"ary\",xt],[\"bind\",dt],[\"bindKey\",vt],[\"curry\",mt],[\"curryRight\",yt],[\"flip\",Ct],[\"partial\",_t],[\"partialRight\",bt],[\"rearg\",wt]],Ft=\"[object Arguments]\",jt=\"[object Array]\",Bt=\"[object AsyncFunction]\",Vt=\"[object Boolean]\",Wt=\"[object Date]\",zt=\"[object DOMException]\",Ht=\"[object Error]\",qt=\"[object Function]\",Yt=\"[object GeneratorFunction]\",Kt=\"[object Map]\",Gt=\"[object Number]\",$t=\"[object Null]\",Xt=\"[object Object]\",Qt=\"[object Proxy]\",Zt=\"[object RegExp]\",Jt=\"[object Set]\",te=\"[object String]\",ee=\"[object Symbol]\",ne=\"[object Undefined]\",re=\"[object WeakMap]\",ie=\"[object WeakSet]\",oe=\"[object ArrayBuffer]\",ae=\"[object DataView]\",ue=\"[object Float32Array]\",ce=\"[object Float64Array]\",se=\"[object Int8Array]\",le=\"[object Int16Array]\",fe=\"[object Int32Array]\",pe=\"[object Uint8Array]\",he=\"[object Uint8ClampedArray]\",de=\"[object Uint16Array]\",ve=\"[object Uint32Array]\",ge=/\\b__p \\+= '';/g,me=/\\b(__p \\+=) '' \\+/g,ye=/(__e\\(.*?\\)|\\b__t\\)) \\+\\n'';/g,_e=/&(?:amp|lt|gt|quot|#39);/g,be=/[&<>\"']/g,xe=RegExp(_e.source),we=RegExp(be.source),Ce=/<%-([\\s\\S]+?)%>/g,ke=/<%([\\s\\S]+?)%>/g,Ee=/<%=([\\s\\S]+?)%>/g,Me=/\\.|\\[(?:[^[\\]]*|([\"'])(?:(?!\\1)[^\\\\]|\\\\.)*?\\1)\\]/,Te=/^\\w*$/,Se=/[^.[\\]]+|\\[(?:(-?\\d+(?:\\.\\d+)?)|([\"'])((?:(?!\\2)[^\\\\]|\\\\.)*?)\\2)\\]|(?=(?:\\.|\\[\\])(?:\\.|\\[\\]|$))/g,Ne=/[\\\\^$.*+?()[\\]{}|]/g,Ae=RegExp(Ne.source),Pe=/^\\s+|\\s+$/g,Oe=/^\\s+/,Ie=/\\s+$/,De=/\\{(?:\\n\\/\\* \\[wrapped with .+\\] \\*\\/)?\\n?/,Re=/\\{\\n\\/\\* \\[wrapped with (.+)\\] \\*/,Le=/,? & /,Ue=/[^\\x00-\\x2f\\x3a-\\x40\\x5b-\\x60\\x7b-\\x7f]+/g,Fe=/\\\\(\\\\)?/g,je=/\\$\\{([^\\\\}]*(?:\\\\.[^\\\\}]*)*)\\}/g,Be=/\\w*$/,Ve=/^[-+]0x[0-9a-f]+$/i,We=/^0b[01]+$/i,ze=/^\\[object .+?Constructor\\]$/,He=/^0o[0-7]+$/i,qe=/^(?:0|[1-9]\\d*)$/,Ye=/[\\xc0-\\xd6\\xd8-\\xf6\\xf8-\\xff\\u0100-\\u017f]/g,Ke=/($^)/,Ge=/['\\n\\r\\u2028\\u2029\\\\]/g,$e=\"\\\\u0300-\\\\u036f\\\\ufe20-\\\\ufe2f\\\\u20d0-\\\\u20ff\",Xe=\"\\\\xac\\\\xb1\\\\xd7\\\\xf7\\\\x00-\\\\x2f\\\\x3a-\\\\x40\\\\x5b-\\\\x60\\\\x7b-\\\\xbf\\\\u2000-\\\\u206f \\\\t\\\\x0b\\\\f\\\\xa0\\\\ufeff\\\\n\\\\r\\\\u2028\\\\u2029\\\\u1680\\\\u180e\\\\u2000\\\\u2001\\\\u2002\\\\u2003\\\\u2004\\\\u2005\\\\u2006\\\\u2007\\\\u2008\\\\u2009\\\\u200a\\\\u202f\\\\u205f\\\\u3000\",Qe=\"[\"+Xe+\"]\",Ze=\"[\"+$e+\"]\",Je=\"[a-z\\\\xdf-\\\\xf6\\\\xf8-\\\\xff]\",tn=\"[^\\\\ud800-\\\\udfff\"+Xe+\"\\\\d+\\\\u2700-\\\\u27bfa-z\\\\xdf-\\\\xf6\\\\xf8-\\\\xffA-Z\\\\xc0-\\\\xd6\\\\xd8-\\\\xde]\",en=\"\\\\ud83c[\\\\udffb-\\\\udfff]\",nn=\"(?:\\\\ud83c[\\\\udde6-\\\\uddff]){2}\",rn=\"[\\\\ud800-\\\\udbff][\\\\udc00-\\\\udfff]\",on=\"[A-Z\\\\xc0-\\\\xd6\\\\xd8-\\\\xde]\",an=\"(?:\"+Je+\"|\"+tn+\")\",un=\"(?:[\\\\u0300-\\\\u036f\\\\ufe20-\\\\ufe2f\\\\u20d0-\\\\u20ff]|\\\\ud83c[\\\\udffb-\\\\udfff])?\",cn=\"(?:\\\\u200d(?:\"+[\"[^\\\\ud800-\\\\udfff]\",nn,rn].join(\"|\")+\")[\\\\ufe0e\\\\ufe0f]?\"+un+\")*\",sn=\"[\\\\ufe0e\\\\ufe0f]?\"+un+cn,ln=\"(?:\"+[\"[\\\\u2700-\\\\u27bf]\",nn,rn].join(\"|\")+\")\"+sn,fn=\"(?:\"+[\"[^\\\\ud800-\\\\udfff]\"+Ze+\"?\",Ze,nn,rn,\"[\\\\ud800-\\\\udfff]\"].join(\"|\")+\")\",pn=RegExp(\"['’]\",\"g\"),hn=RegExp(Ze,\"g\"),dn=RegExp(en+\"(?=\"+en+\")|\"+fn+sn,\"g\"),vn=RegExp([on+\"?\"+Je+\"+(?:['’](?:d|ll|m|re|s|t|ve))?(?=\"+[Qe,on,\"$\"].join(\"|\")+\")\",\"(?:[A-Z\\\\xc0-\\\\xd6\\\\xd8-\\\\xde]|[^\\\\ud800-\\\\udfff\\\\xac\\\\xb1\\\\xd7\\\\xf7\\\\x00-\\\\x2f\\\\x3a-\\\\x40\\\\x5b-\\\\x60\\\\x7b-\\\\xbf\\\\u2000-\\\\u206f \\\\t\\\\x0b\\\\f\\\\xa0\\\\ufeff\\\\n\\\\r\\\\u2028\\\\u2029\\\\u1680\\\\u180e\\\\u2000\\\\u2001\\\\u2002\\\\u2003\\\\u2004\\\\u2005\\\\u2006\\\\u2007\\\\u2008\\\\u2009\\\\u200a\\\\u202f\\\\u205f\\\\u3000\\\\d+\\\\u2700-\\\\u27bfa-z\\\\xdf-\\\\xf6\\\\xf8-\\\\xffA-Z\\\\xc0-\\\\xd6\\\\xd8-\\\\xde])+(?:['’](?:D|LL|M|RE|S|T|VE))?(?=\"+[Qe,on+an,\"$\"].join(\"|\")+\")\",on+\"?\"+an+\"+(?:['’](?:d|ll|m|re|s|t|ve))?\",on+\"+(?:['’](?:D|LL|M|RE|S|T|VE))?\",\"\\\\d*(?:1ST|2ND|3RD|(?![123])\\\\dTH)(?=\\\\b|[a-z_])\",\"\\\\d*(?:1st|2nd|3rd|(?![123])\\\\dth)(?=\\\\b|[A-Z_])\",\"\\\\d+\",ln].join(\"|\"),\"g\"),gn=RegExp(\"[\\\\u200d\\\\ud800-\\\\udfff\"+$e+\"\\\\ufe0e\\\\ufe0f]\"),mn=/[a-z][A-Z]|[A-Z]{2}[a-z]|[0-9][a-zA-Z]|[a-zA-Z][0-9]|[^a-zA-Z0-9 ]/,yn=[\"Array\",\"Buffer\",\"DataView\",\"Date\",\"Error\",\"Float32Array\",\"Float64Array\",\"Function\",\"Int8Array\",\"Int16Array\",\"Int32Array\",\"Map\",\"Math\",\"Object\",\"Promise\",\"RegExp\",\"Set\",\"String\",\"Symbol\",\"TypeError\",\"Uint8Array\",\"Uint8ClampedArray\",\"Uint16Array\",\"Uint32Array\",\"WeakMap\",\"_\",\"clearTimeout\",\"isFinite\",\"parseInt\",\"setTimeout\"],_n=-1,bn={};bn[ue]=bn[ce]=bn[se]=bn[le]=bn[fe]=bn[pe]=bn[he]=bn[de]=bn[ve]=!0,bn[Ft]=bn[jt]=bn[oe]=bn[Vt]=bn[ae]=bn[Wt]=bn[Ht]=bn[qt]=bn[Kt]=bn[Gt]=bn[Xt]=bn[Zt]=bn[Jt]=bn[te]=bn[re]=!1;var xn={};xn[Ft]=xn[jt]=xn[oe]=xn[ae]=xn[Vt]=xn[Wt]=xn[ue]=xn[ce]=xn[se]=xn[le]=xn[fe]=xn[Kt]=xn[Gt]=xn[Xt]=xn[Zt]=xn[Jt]=xn[te]=xn[ee]=xn[pe]=xn[he]=xn[de]=xn[ve]=!0,xn[Ht]=xn[qt]=xn[re]=!1;var wn={\"À\":\"A\",\"Á\":\"A\",\"Â\":\"A\",\"Ã\":\"A\",\"Ä\":\"A\",\"Å\":\"A\",\"à\":\"a\",\"á\":\"a\",\"â\":\"a\",\"ã\":\"a\",\"ä\":\"a\",\"å\":\"a\",\"Ç\":\"C\",\"ç\":\"c\",\"Ð\":\"D\",\"ð\":\"d\",\"È\":\"E\",\"É\":\"E\",\"Ê\":\"E\",\"Ë\":\"E\",\"è\":\"e\",\"é\":\"e\",\"ê\":\"e\",\"ë\":\"e\",\"Ì\":\"I\",\"Í\":\"I\",\"Î\":\"I\",\"Ï\":\"I\",\"ì\":\"i\",\"í\":\"i\",\"î\":\"i\",\"ï\":\"i\",\"Ñ\":\"N\",\"ñ\":\"n\",\"Ò\":\"O\",\"Ó\":\"O\",\"Ô\":\"O\",\"Õ\":\"O\",\"Ö\":\"O\",\"Ø\":\"O\",\"ò\":\"o\",\"ó\":\"o\",\"ô\":\"o\",\"õ\":\"o\",\"ö\":\"o\",\"ø\":\"o\",\"Ù\":\"U\",\"Ú\":\"U\",\"Û\":\"U\",\"Ü\":\"U\",\"ù\":\"u\",\"ú\":\"u\",\"û\":\"u\",\"ü\":\"u\",\"Ý\":\"Y\",\"ý\":\"y\",\"ÿ\":\"y\",\"Æ\":\"Ae\",\"æ\":\"ae\",\"Þ\":\"Th\",\"þ\":\"th\",\"ß\":\"ss\",\"Ā\":\"A\",\"Ă\":\"A\",\"Ą\":\"A\",\"ā\":\"a\",\"ă\":\"a\",\"ą\":\"a\",\"Ć\":\"C\",\"Ĉ\":\"C\",\"Ċ\":\"C\",\"Č\":\"C\",\"ć\":\"c\",\"ĉ\":\"c\",\"ċ\":\"c\",\"č\":\"c\",\"Ď\":\"D\",\"Đ\":\"D\",\"ď\":\"d\",\"đ\":\"d\",\"Ē\":\"E\",\"Ĕ\":\"E\",\"Ė\":\"E\",\"Ę\":\"E\",\"Ě\":\"E\",\"ē\":\"e\",\"ĕ\":\"e\",\"ė\":\"e\",\"ę\":\"e\",\"ě\":\"e\",\"Ĝ\":\"G\",\"Ğ\":\"G\",\"Ġ\":\"G\",\"Ģ\":\"G\",\"ĝ\":\"g\",\"ğ\":\"g\",\"ġ\":\"g\",\"ģ\":\"g\",\"Ĥ\":\"H\",\"Ħ\":\"H\",\"ĥ\":\"h\",\"ħ\":\"h\",\"Ĩ\":\"I\",\"Ī\":\"I\",\"Ĭ\":\"I\",\"Į\":\"I\",\"İ\":\"I\",\"ĩ\":\"i\",\"ī\":\"i\",\"ĭ\":\"i\",\"į\":\"i\",\"ı\":\"i\",\"Ĵ\":\"J\",\"ĵ\":\"j\",\"Ķ\":\"K\",\"ķ\":\"k\",\"ĸ\":\"k\",\"Ĺ\":\"L\",\"Ļ\":\"L\",\"Ľ\":\"L\",\"Ŀ\":\"L\",\"Ł\":\"L\",\"ĺ\":\"l\",\"ļ\":\"l\",\"ľ\":\"l\",\"ŀ\":\"l\",\"ł\":\"l\",\"Ń\":\"N\",\"Ņ\":\"N\",\"Ň\":\"N\",\"Ŋ\":\"N\",\"ń\":\"n\",\"ņ\":\"n\",\"ň\":\"n\",\"ŋ\":\"n\",\"Ō\":\"O\",\"Ŏ\":\"O\",\"Ő\":\"O\",\"ō\":\"o\",\"ŏ\":\"o\",\"ő\":\"o\",\"Ŕ\":\"R\",\"Ŗ\":\"R\",\"Ř\":\"R\",\"ŕ\":\"r\",\"ŗ\":\"r\",\"ř\":\"r\",\"Ś\":\"S\",\"Ŝ\":\"S\",\"Ş\":\"S\",\"Š\":\"S\",\"ś\":\"s\",\"ŝ\":\"s\",\"ş\":\"s\",\"š\":\"s\",\"Ţ\":\"T\",\"Ť\":\"T\",\"Ŧ\":\"T\",\"ţ\":\"t\",\"ť\":\"t\",\"ŧ\":\"t\",\"Ũ\":\"U\",\"Ū\":\"U\",\"Ŭ\":\"U\",\"Ů\":\"U\",\"Ű\":\"U\",\"Ų\":\"U\",\"ũ\":\"u\",\"ū\":\"u\",\"ŭ\":\"u\",\"ů\":\"u\",\"ű\":\"u\",\"ų\":\"u\",\"Ŵ\":\"W\",\"ŵ\":\"w\",\"Ŷ\":\"Y\",\"ŷ\":\"y\",\"Ÿ\":\"Y\",\"Ź\":\"Z\",\"Ż\":\"Z\",\"Ž\":\"Z\",\"ź\":\"z\",\"ż\":\"z\",\"ž\":\"z\",\"Ĳ\":\"IJ\",\"ĳ\":\"ij\",\"Œ\":\"Oe\",\"œ\":\"oe\",\"ŉ\":\"'n\",\"ſ\":\"s\"},Cn={\"&\":\"&amp;\",\"<\":\"&lt;\",\">\":\"&gt;\",'\"':\"&quot;\",\"'\":\"&#39;\"},kn={\"&amp;\":\"&\",\"&lt;\":\"<\",\"&gt;\":\">\",\"&quot;\":'\"',\"&#39;\":\"'\"},En={\"\\\\\":\"\\\\\",\"'\":\"'\",\"\\n\":\"n\",\"\\r\":\"r\",\"\\u2028\":\"u2028\",\"\\u2029\":\"u2029\"},Mn=parseFloat,Tn=parseInt,Sn=\"object\"==typeof t&&t&&t.Object===Object&&t,Nn=\"object\"==typeof self&&self&&self.Object===Object&&self,An=Sn||Nn||Function(\"return this\")(),Pn=\"object\"==typeof e&&e&&!e.nodeType&&e,On=Pn&&\"object\"==typeof r&&r&&!r.nodeType&&r,In=On&&On.exports===Pn,Dn=In&&Sn.process,Rn=function(){try{var t=On&&On.require&&On.require(\"util\").types;return t||Dn&&Dn.binding&&Dn.binding(\"util\")}catch(t){}}(),Ln=Rn&&Rn.isArrayBuffer,Un=Rn&&Rn.isDate,Fn=Rn&&Rn.isMap,jn=Rn&&Rn.isRegExp,Bn=Rn&&Rn.isSet,Vn=Rn&&Rn.isTypedArray,Wn=M(\"length\"),zn=T(wn),Hn=T(Cn),qn=T(kn),Yn=function t(e){function n(t){if(ec(t)&&!hp(t)&&!(t instanceof y)){if(t instanceof i)return t;if(pl.call(t,\"__wrapped__\"))return Zo(t)}return new i(t)}function r(){}function i(t,e){this.__wrapped__=t,this.__actions__=[],this.__chain__=!!e,this.__index__=0,this.__values__=nt}function y(t){this.__wrapped__=t,this.__actions__=[],this.__dir__=1,this.__filtered__=!1,this.__iteratees__=[],this.__takeCount__=Dt,this.__views__=[]}function T(){var t=new y(this.__wrapped__);return t.__actions__=Oi(this.__actions__),t.__dir__=this.__dir__,t.__filtered__=this.__filtered__,t.__iteratees__=Oi(this.__iteratees__),t.__takeCount__=this.__takeCount__,t.__views__=Oi(this.__views__),t}function $(){if(this.__filtered__){var t=new y(this);t.__dir__=-1,t.__filtered__=!0}else t=this.clone(),t.__dir__*=-1;return t}function J(){var t=this.__wrapped__.value(),e=this.__dir__,n=hp(t),r=e<0,i=n?t.length:0,o=wo(0,i,this.__views__),a=o.start,u=o.end,c=u-a,s=r?u:a-1,l=this.__iteratees__,f=l.length,p=0,h=Wl(c,this.__takeCount__);if(!n||!r&&i==c&&h==c)return vi(t,this.__actions__);var d=[];t:for(;c--&&p<h;){s+=e;for(var v=-1,g=t[s];++v<f;){var m=l[v],y=m.iteratee,_=m.type,b=y(g);if(_==Nt)g=b;else if(!b){if(_==St)continue t;break t}}d[p++]=g}return d}function tt(t){var e=-1,n=null==t?0:t.length;for(this.clear();++e<n;){var r=t[e];this.set(r[0],r[1])}}function Ue(){this.__data__=Zl?Zl(null):{},this.size=0}function $e(t){var e=this.has(t)&&delete this.__data__[t];return this.size-=e?1:0,e}function Xe(t){var e=this.__data__;if(Zl){var n=e[t];return n===at?nt:n}return pl.call(e,t)?e[t]:nt}function Qe(t){var e=this.__data__;return Zl?e[t]!==nt:pl.call(e,t)}function Ze(t,e){var n=this.__data__;return this.size+=this.has(t)?0:1,n[t]=Zl&&e===nt?at:e,this}function Je(t){var e=-1,n=null==t?0:t.length;for(this.clear();++e<n;){var r=t[e];this.set(r[0],r[1])}}function tn(){this.__data__=[],this.size=0}function en(t){var e=this.__data__,n=Kn(e,t);return!(n<0)&&(n==e.length-1?e.pop():Ml.call(e,n,1),--this.size,!0)}function nn(t){var e=this.__data__,n=Kn(e,t);return n<0?nt:e[n][1]}function rn(t){return Kn(this.__data__,t)>-1}function on(t,e){var n=this.__data__,r=Kn(n,t);return r<0?(++this.size,n.push([t,e])):n[r][1]=e,this}function an(t){var e=-1,n=null==t?0:t.length;for(this.clear();++e<n;){var r=t[e];this.set(r[0],r[1])}}function un(){this.size=0,this.__data__={hash:new tt,map:new(Gl||Je),string:new tt}}function cn(t){var e=yo(this,t).delete(t);return this.size-=e?1:0,e}function sn(t){return yo(this,t).get(t)}function ln(t){return yo(this,t).has(t)}function fn(t,e){var n=yo(this,t),r=n.size;return n.set(t,e),this.size+=n.size==r?0:1,this}function dn(t){var e=-1,n=null==t?0:t.length;for(this.__data__=new an;++e<n;)this.add(t[e])}function vn(t){return this.__data__.set(t,at),this}function gn(t){return this.__data__.has(t)}function mn(t){var e=this.__data__=new Je(t);this.size=e.size}function wn(){this.__data__=new Je,this.size=0}function Cn(t){var e=this.__data__,n=e.delete(t);return this.size=e.size,n}function kn(t){return this.__data__.get(t)}function En(t){return this.__data__.has(t)}function Sn(t,e){var n=this.__data__;if(n instanceof Je){var r=n.__data__;if(!Gl||r.length<rt-1)return r.push([t,e]),this.size=++n.size,this;n=this.__data__=new an(r)}return n.set(t,e),this.size=n.size,this}function Nn(t,e){var n=hp(t),r=!n&&pp(t),i=!n&&!r&&vp(t),o=!n&&!r&&!i&&bp(t),a=n||r||i||o,u=a?P(t.length,ol):[],c=u.length;for(var s in t)!e&&!pl.call(t,s)||a&&(\"length\"==s||i&&(\"offset\"==s||\"parent\"==s)||o&&(\"buffer\"==s||\"byteLength\"==s||\"byteOffset\"==s)||Ao(s,c))||u.push(s);return u}function Pn(t){var e=t.length;return e?t[Xr(0,e-1)]:nt}function On(t,e){return Go(Oi(t),Jn(e,0,t.length))}function Dn(t){return Go(Oi(t))}function Rn(t,e,n){(n===nt||Vu(t[e],n))&&(n!==nt||e in t)||Qn(t,e,n)}function Wn(t,e,n){var r=t[e];pl.call(t,e)&&Vu(r,n)&&(n!==nt||e in t)||Qn(t,e,n)}function Kn(t,e){for(var n=t.length;n--;)if(Vu(t[n][0],e))return n;return-1}function Gn(t,e,n,r){return ff(t,function(t,i,o){e(r,t,n(t),o)}),r}function $n(t,e){return t&&Ii(e,Lc(e),t)}function Xn(t,e){return t&&Ii(e,Uc(e),t)}function Qn(t,e,n){\"__proto__\"==e&&Al?Al(t,e,{configurable:!0,enumerable:!0,value:n,writable:!0}):t[e]=n}function Zn(t,e){for(var n=-1,r=e.length,i=Zs(r),o=null==t;++n<r;)i[n]=o?nt:Ic(t,e[n]);return i}function Jn(t,e,n){return t===t&&(n!==nt&&(t=t<=n?t:n),e!==nt&&(t=t>=e?t:e)),t}function tr(t,e,n,r,i,o){var a,c=e&st,s=e&lt,l=e&ft;if(n&&(a=i?n(t,r,i,o):n(t)),a!==nt)return a;if(!tc(t))return t;var f=hp(t);if(f){if(a=Eo(t),!c)return Oi(t,a)}else{var p=Cf(t),h=p==qt||p==Yt;if(vp(t))return wi(t,c);if(p==Xt||p==Ft||h&&!i){if(a=s||h?{}:Mo(t),!c)return s?Ri(t,Xn(a,t)):Di(t,$n(a,t))}else{if(!xn[p])return i?t:{};a=To(t,p,c)}}o||(o=new mn);var d=o.get(t);if(d)return d;if(o.set(t,a),_p(t))return t.forEach(function(r){a.add(tr(r,e,n,r,t,o))}),a;if(mp(t))return t.forEach(function(r,i){a.set(i,tr(r,e,n,i,t,o))}),a;var v=l?s?ho:po:s?Uc:Lc,g=f?nt:v(t);return u(g||t,function(r,i){g&&(i=r,r=t[i]),Wn(a,i,tr(r,e,n,i,t,o))}),a}function er(t){var e=Lc(t);return function(n){return nr(n,t,e)}}function nr(t,e,n){var r=n.length;if(null==t)return!r;for(t=rl(t);r--;){var i=n[r],o=e[i],a=t[i];if(a===nt&&!(i in t)||!o(a))return!1}return!0}function rr(t,e,n){if(\"function\"!=typeof t)throw new al(ot);return Mf(function(){t.apply(nt,n)},e)}function ir(t,e,n,r){var i=-1,o=f,a=!0,u=t.length,c=[],s=e.length;if(!u)return c;n&&(e=h(e,I(n))),r?(o=p,a=!1):e.length>=rt&&(o=R,a=!1,e=new dn(e));t:for(;++i<u;){var l=t[i],d=null==n?l:n(l);if(l=r||0!==l?l:0,a&&d===d){for(var v=s;v--;)if(e[v]===d)continue t;c.push(l)}else o(e,d,r)||c.push(l)}return c}function or(t,e){var n=!0;return ff(t,function(t,r,i){return n=!!e(t,r,i)}),n}function ar(t,e,n){for(var r=-1,i=t.length;++r<i;){var o=t[r],a=e(o);if(null!=a&&(u===nt?a===a&&!pc(a):n(a,u)))var u=a,c=o}return c}function ur(t,e,n,r){var i=t.length;for(n=yc(n),n<0&&(n=-n>i?0:i+n),r=r===nt||r>i?i:yc(r),r<0&&(r+=i),r=n>r?0:_c(r);n<r;)t[n++]=e;return t}function cr(t,e){var n=[];return ff(t,function(t,r,i){e(t,r,i)&&n.push(t)}),n}function sr(t,e,n,r,i){var o=-1,a=t.length;for(n||(n=No),i||(i=[]);++o<a;){var u=t[o];e>0&&n(u)?e>1?sr(u,e-1,n,r,i):d(i,u):r||(i[i.length]=u)}return i}function lr(t,e){return t&&hf(t,e,Lc)}function fr(t,e){return t&&df(t,e,Lc)}function pr(t,e){return l(e,function(e){return Qu(t[e])})}function hr(t,e){e=bi(e,t);for(var n=0,r=e.length;null!=t&&n<r;)t=t[$o(e[n++])];return n&&n==r?t:nt}function dr(t,e,n){var r=e(t);return hp(t)?r:d(r,n(t))}function vr(t){return null==t?t===nt?ne:$t:Nl&&Nl in rl(t)?xo(t):Vo(t)}function gr(t,e){return t>e}function mr(t,e){return null!=t&&pl.call(t,e)}function yr(t,e){return null!=t&&e in rl(t)}function _r(t,e,n){return t>=Wl(e,n)&&t<Vl(e,n)}function br(t,e,n){for(var r=n?p:f,i=t[0].length,o=t.length,a=o,u=Zs(o),c=1/0,s=[];a--;){var l=t[a];a&&e&&(l=h(l,I(e))),c=Wl(l.length,c),u[a]=!n&&(e||i>=120&&l.length>=120)?new dn(a&&l):nt}l=t[0];var d=-1,v=u[0];t:for(;++d<i&&s.length<c;){var g=l[d],m=e?e(g):g;if(g=n||0!==g?g:0,!(v?R(v,m):r(s,m,n))){for(a=o;--a;){var y=u[a];if(!(y?R(y,m):r(t[a],m,n)))continue t}v&&v.push(m),s.push(g)}}return s}function xr(t,e,n,r){return lr(t,function(t,i,o){e(r,n(t),i,o)}),r}function wr(t,e,n){e=bi(e,t),t=zo(t,e);var r=null==t?t:t[$o(ma(e))];return null==r?nt:o(r,t,n)}function Cr(t){return ec(t)&&vr(t)==Ft}function kr(t){return ec(t)&&vr(t)==oe}function Er(t){return ec(t)&&vr(t)==Wt}function Mr(t,e,n,r,i){return t===e||(null==t||null==e||!ec(t)&&!ec(e)?t!==t&&e!==e:Tr(t,e,n,r,Mr,i))}function Tr(t,e,n,r,i,o){var a=hp(t),u=hp(e),c=a?jt:Cf(t),s=u?jt:Cf(e);c=c==Ft?Xt:c,s=s==Ft?Xt:s;var l=c==Xt,f=s==Xt,p=c==s;if(p&&vp(t)){if(!vp(e))return!1;a=!0,l=!1}if(p&&!l)return o||(o=new mn),a||bp(t)?co(t,e,n,r,i,o):so(t,e,c,n,r,i,o);if(!(n&pt)){var h=l&&pl.call(t,\"__wrapped__\"),d=f&&pl.call(e,\"__wrapped__\");if(h||d){var v=h?t.value():t,g=d?e.value():e;return o||(o=new mn),i(v,g,n,r,o)}}return!!p&&(o||(o=new mn),lo(t,e,n,r,i,o))}function Sr(t){return ec(t)&&Cf(t)==Kt}function Nr(t,e,n,r){var i=n.length,o=i,a=!r;if(null==t)return!o;for(t=rl(t);i--;){var u=n[i];if(a&&u[2]?u[1]!==t[u[0]]:!(u[0]in t))return!1}for(;++i<o;){u=n[i];var c=u[0],s=t[c],l=u[1];if(a&&u[2]){if(s===nt&&!(c in t))return!1}else{var f=new mn;if(r)var p=r(s,l,c,t,e,f);if(!(p===nt?Mr(l,s,pt|ht,r,f):p))return!1}}return!0}function Ar(t){return!(!tc(t)||Ro(t))&&(Qu(t)?yl:ze).test(Xo(t))}function Pr(t){return ec(t)&&vr(t)==Zt}function Or(t){return ec(t)&&Cf(t)==Jt}function Ir(t){return ec(t)&&Ju(t.length)&&!!bn[vr(t)]}function Dr(t){return\"function\"==typeof t?t:null==t?Ms:\"object\"==typeof t?hp(t)?Br(t[0],t[1]):jr(t):Ds(t)}function Rr(t){if(!Lo(t))return Bl(t);var e=[];for(var n in rl(t))pl.call(t,n)&&\"constructor\"!=n&&e.push(n);return e}function Lr(t){if(!tc(t))return Bo(t);var e=Lo(t),n=[];for(var r in t)(\"constructor\"!=r||!e&&pl.call(t,r))&&n.push(r);return n}function Ur(t,e){return t<e}function Fr(t,e){var n=-1,r=Wu(t)?Zs(t.length):[];return ff(t,function(t,i,o){r[++n]=e(t,i,o)}),r}function jr(t){var e=_o(t);return 1==e.length&&e[0][2]?Fo(e[0][0],e[0][1]):function(n){return n===t||Nr(n,t,e)}}function Br(t,e){return Oo(t)&&Uo(e)?Fo($o(t),e):function(n){var r=Ic(n,t);return r===nt&&r===e?Rc(n,t):Mr(e,r,pt|ht)}}function Vr(t,e,n,r,i){t!==e&&hf(e,function(o,a){if(tc(o))i||(i=new mn),Wr(t,e,a,n,Vr,r,i);else{var u=r?r(qo(t,a),o,a+\"\",t,e,i):nt;u===nt&&(u=o),Rn(t,a,u)}},Uc)}function Wr(t,e,n,r,i,o,a){var u=qo(t,n),c=qo(e,n),s=a.get(c);if(s)return void Rn(t,n,s);var l=o?o(u,c,n+\"\",t,e,a):nt,f=l===nt;if(f){var p=hp(c),h=!p&&vp(c),d=!p&&!h&&bp(c);l=c,p||h||d?hp(u)?l=u:zu(u)?l=Oi(u):h?(f=!1,l=wi(c,!0)):d?(f=!1,l=Ti(c,!0)):l=[]:sc(c)||pp(c)?(l=u,pp(u)?l=xc(u):tc(u)&&!Qu(u)||(l=Mo(c))):f=!1}f&&(a.set(c,l),i(l,c,r,o,a),a.delete(c)),Rn(t,n,l)}function zr(t,e){var n=t.length;if(n)return e+=e<0?n:0,Ao(e,n)?t[e]:nt}function Hr(t,e,n){var r=-1;return e=h(e.length?e:[Ms],I(mo())),N(Fr(t,function(t,n,i){return{criteria:h(e,function(e){return e(t)}),index:++r,value:t}}),function(t,e){return Ni(t,e,n)})}function qr(t,e){return Yr(t,e,function(e,n){return Rc(t,n)})}function Yr(t,e,n){for(var r=-1,i=e.length,o={};++r<i;){var a=e[r],u=hr(t,a);n(u,a)&&ni(o,bi(a,t),u)}return o}function Kr(t){return function(e){return hr(e,t)}}function Gr(t,e,n,r){var i=r?C:w,o=-1,a=e.length,u=t;for(t===e&&(e=Oi(e)),n&&(u=h(t,I(n)));++o<a;)for(var c=0,s=e[o],l=n?n(s):s;(c=i(u,l,c,r))>-1;)u!==t&&Ml.call(u,c,1),Ml.call(t,c,1);return t}function $r(t,e){for(var n=t?e.length:0,r=n-1;n--;){var i=e[n];if(n==r||i!==o){var o=i;Ao(i)?Ml.call(t,i,1):pi(t,i)}}return t}function Xr(t,e){return t+Rl(ql()*(e-t+1))}function Qr(t,e,n,r){for(var i=-1,o=Vl(Dl((e-t)/(n||1)),0),a=Zs(o);o--;)a[r?o:++i]=t,t+=n;return a}function Zr(t,e){var n=\"\";if(!t||e<1||e>Pt)return n;do{e%2&&(n+=t),(e=Rl(e/2))&&(t+=t)}while(e);return n}function Jr(t,e){return Tf(Wo(t,e,Ms),t+\"\")}function ti(t){return Pn($c(t))}function ei(t,e){var n=$c(t);return Go(n,Jn(e,0,n.length))}function ni(t,e,n,r){if(!tc(t))return t;e=bi(e,t);for(var i=-1,o=e.length,a=o-1,u=t;null!=u&&++i<o;){var c=$o(e[i]),s=n;if(i!=a){var l=u[c];s=r?r(l,c,u):nt,s===nt&&(s=tc(l)?l:Ao(e[i+1])?[]:{})}Wn(u,c,s),u=u[c]}return t}function ri(t){return Go($c(t))}function ii(t,e,n){var r=-1,i=t.length;e<0&&(e=-e>i?0:i+e),n=n>i?i:n,n<0&&(n+=i),i=e>n?0:n-e>>>0,e>>>=0;for(var o=Zs(i);++r<i;)o[r]=t[r+e];return o}function oi(t,e){var n;return ff(t,function(t,r,i){return!(n=e(t,r,i))}),!!n}function ai(t,e,n){var r=0,i=null==t?r:t.length;if(\"number\"==typeof e&&e===e&&i<=Lt){for(;r<i;){var o=r+i>>>1,a=t[o];null!==a&&!pc(a)&&(n?a<=e:a<e)?r=o+1:i=o}return i}return ui(t,e,Ms,n)}function ui(t,e,n,r){e=n(e);for(var i=0,o=null==t?0:t.length,a=e!==e,u=null===e,c=pc(e),s=e===nt;i<o;){var l=Rl((i+o)/2),f=n(t[l]),p=f!==nt,h=null===f,d=f===f,v=pc(f);if(a)var g=r||d;else g=s?d&&(r||p):u?d&&p&&(r||!h):c?d&&p&&!h&&(r||!v):!h&&!v&&(r?f<=e:f<e);g?i=l+1:o=l}return Wl(o,Rt)}function ci(t,e){for(var n=-1,r=t.length,i=0,o=[];++n<r;){var a=t[n],u=e?e(a):a;if(!n||!Vu(u,c)){var c=u;o[i++]=0===a?0:a}}return o}function si(t){return\"number\"==typeof t?t:pc(t)?It:+t}function li(t){if(\"string\"==typeof t)return t;if(hp(t))return h(t,li)+\"\";if(pc(t))return sf?sf.call(t):\"\";var e=t+\"\";return\"0\"==e&&1/t==-At?\"-0\":e}function fi(t,e,n){var r=-1,i=f,o=t.length,a=!0,u=[],c=u;if(n)a=!1,i=p;else if(o>=rt){var s=e?null:_f(t);if(s)return K(s);a=!1,i=R,c=new dn}else c=e?[]:u;t:for(;++r<o;){var l=t[r],h=e?e(l):l;if(l=n||0!==l?l:0,a&&h===h){for(var d=c.length;d--;)if(c[d]===h)continue t;e&&c.push(h),u.push(l)}else i(c,h,n)||(c!==u&&c.push(h),u.push(l))}return u}function pi(t,e){return e=bi(e,t),null==(t=zo(t,e))||delete t[$o(ma(e))]}function hi(t,e,n,r){return ni(t,e,n(hr(t,e)),r)}function di(t,e,n,r){for(var i=t.length,o=r?i:-1;(r?o--:++o<i)&&e(t[o],o,t););return n?ii(t,r?0:o,r?o+1:i):ii(t,r?o+1:0,r?i:o)}function vi(t,e){var n=t;return n instanceof y&&(n=n.value()),v(e,function(t,e){return e.func.apply(e.thisArg,d([t],e.args))},n)}function gi(t,e,n){var r=t.length;if(r<2)return r?fi(t[0]):[];for(var i=-1,o=Zs(r);++i<r;)for(var a=t[i],u=-1;++u<r;)u!=i&&(o[i]=ir(o[i]||a,t[u],e,n));return fi(sr(o,1),e,n)}function mi(t,e,n){for(var r=-1,i=t.length,o=e.length,a={};++r<i;){var u=r<o?e[r]:nt;n(a,t[r],u)}return a}function yi(t){return zu(t)?t:[]}function _i(t){return\"function\"==typeof t?t:Ms}function bi(t,e){return hp(t)?t:Oo(t,e)?[t]:Sf(Cc(t))}function xi(t,e,n){var r=t.length;return n=n===nt?r:n,!e&&n>=r?t:ii(t,e,n)}function wi(t,e){if(e)return t.slice();var n=t.length,r=wl?wl(n):new t.constructor(n);return t.copy(r),r}function Ci(t){var e=new t.constructor(t.byteLength);return new xl(e).set(new xl(t)),e}function ki(t,e){var n=e?Ci(t.buffer):t.buffer;return new t.constructor(n,t.byteOffset,t.byteLength)}function Ei(t){var e=new t.constructor(t.source,Be.exec(t));return e.lastIndex=t.lastIndex,e}function Mi(t){return cf?rl(cf.call(t)):{}}function Ti(t,e){var n=e?Ci(t.buffer):t.buffer;return new t.constructor(n,t.byteOffset,t.length)}function Si(t,e){if(t!==e){var n=t!==nt,r=null===t,i=t===t,o=pc(t),a=e!==nt,u=null===e,c=e===e,s=pc(e);if(!u&&!s&&!o&&t>e||o&&a&&c&&!u&&!s||r&&a&&c||!n&&c||!i)return 1;if(!r&&!o&&!s&&t<e||s&&n&&i&&!r&&!o||u&&n&&i||!a&&i||!c)return-1}return 0}function Ni(t,e,n){for(var r=-1,i=t.criteria,o=e.criteria,a=i.length,u=n.length;++r<a;){var c=Si(i[r],o[r]);if(c){if(r>=u)return c;return c*(\"desc\"==n[r]?-1:1)}}return t.index-e.index}function Ai(t,e,n,r){for(var i=-1,o=t.length,a=n.length,u=-1,c=e.length,s=Vl(o-a,0),l=Zs(c+s),f=!r;++u<c;)l[u]=e[u];for(;++i<a;)(f||i<o)&&(l[n[i]]=t[i]);for(;s--;)l[u++]=t[i++];return l}function Pi(t,e,n,r){for(var i=-1,o=t.length,a=-1,u=n.length,c=-1,s=e.length,l=Vl(o-u,0),f=Zs(l+s),p=!r;++i<l;)f[i]=t[i];for(var h=i;++c<s;)f[h+c]=e[c];for(;++a<u;)(p||i<o)&&(f[h+n[a]]=t[i++]);return f}function Oi(t,e){var n=-1,r=t.length;for(e||(e=Zs(r));++n<r;)e[n]=t[n];return e}function Ii(t,e,n,r){var i=!n;n||(n={});for(var o=-1,a=e.length;++o<a;){var u=e[o],c=r?r(n[u],t[u],u,n,t):nt;c===nt&&(c=t[u]),i?Qn(n,u,c):Wn(n,u,c)}return n}function Di(t,e){return Ii(t,xf(t),e)}function Ri(t,e){return Ii(t,wf(t),e)}function Li(t,e){return function(n,r){var i=hp(n)?a:Gn,o=e?e():{};return i(n,t,mo(r,2),o)}}function Ui(t){return Jr(function(e,n){var r=-1,i=n.length,o=i>1?n[i-1]:nt,a=i>2?n[2]:nt;for(o=t.length>3&&\"function\"==typeof o?(i--,o):nt,a&&Po(n[0],n[1],a)&&(o=i<3?nt:o,i=1),e=rl(e);++r<i;){var u=n[r];u&&t(e,u,r,o)}return e})}function Fi(t,e){return function(n,r){if(null==n)return n;if(!Wu(n))return t(n,r);for(var i=n.length,o=e?i:-1,a=rl(n);(e?o--:++o<i)&&!1!==r(a[o],o,a););return n}}function ji(t){return function(e,n,r){for(var i=-1,o=rl(e),a=r(e),u=a.length;u--;){var c=a[t?u:++i];if(!1===n(o[c],c,o))break}return e}}function Bi(t,e,n){function r(){return(this&&this!==An&&this instanceof r?o:t).apply(i?n:this,arguments)}var i=e&dt,o=zi(t);return r}function Vi(t){return function(e){e=Cc(e);var n=V(e)?Z(e):nt,r=n?n[0]:e.charAt(0),i=n?xi(n,1).join(\"\"):e.slice(1);return r[t]()+i}}function Wi(t){return function(e){return v(xs(es(e).replace(pn,\"\")),t,\"\")}}function zi(t){return function(){var e=arguments;switch(e.length){case 0:return new t;case 1:return new t(e[0]);case 2:return new t(e[0],e[1]);case 3:return new t(e[0],e[1],e[2]);case 4:return new t(e[0],e[1],e[2],e[3]);case 5:return new t(e[0],e[1],e[2],e[3],e[4]);case 6:return new t(e[0],e[1],e[2],e[3],e[4],e[5]);case 7:return new t(e[0],e[1],e[2],e[3],e[4],e[5],e[6])}var n=lf(t.prototype),r=t.apply(n,e);return tc(r)?r:n}}function Hi(t,e,n){function r(){for(var a=arguments.length,u=Zs(a),c=a,s=go(r);c--;)u[c]=arguments[c];var l=a<3&&u[0]!==s&&u[a-1]!==s?[]:Y(u,s);return(a-=l.length)<n?eo(t,e,Ki,r.placeholder,nt,u,l,nt,nt,n-a):o(this&&this!==An&&this instanceof r?i:t,this,u)}var i=zi(t);return r}function qi(t){return function(e,n,r){var i=rl(e);if(!Wu(e)){var o=mo(n,3);e=Lc(e),n=function(t){return o(i[t],t,i)}}var a=t(e,n,r);return a>-1?i[o?e[a]:a]:nt}}function Yi(t){return fo(function(e){var n=e.length,r=n,o=i.prototype.thru;for(t&&e.reverse();r--;){var a=e[r];if(\"function\"!=typeof a)throw new al(ot);if(o&&!u&&\"wrapper\"==vo(a))var u=new i([],!0)}for(r=u?r:n;++r<n;){a=e[r];var c=vo(a),s=\"wrapper\"==c?bf(a):nt;u=s&&Do(s[0])&&s[1]==(xt|mt|_t|wt)&&!s[4].length&&1==s[9]?u[vo(s[0])].apply(u,s[3]):1==a.length&&Do(a)?u[c]():u.thru(a)}return function(){var t=arguments,r=t[0];if(u&&1==t.length&&hp(r))return u.plant(r).value();for(var i=0,o=n?e[i].apply(this,t):r;++i<n;)o=e[i].call(this,o);return o}})}function Ki(t,e,n,r,i,o,a,u,c,s){function l(){for(var m=arguments.length,y=Zs(m),_=m;_--;)y[_]=arguments[_];if(d)var b=go(l),x=F(y,b);if(r&&(y=Ai(y,r,i,d)),o&&(y=Pi(y,o,a,d)),m-=x,d&&m<s){var w=Y(y,b);return eo(t,e,Ki,l.placeholder,n,y,w,u,c,s-m)}var C=p?n:this,k=h?C[t]:t;return m=y.length,u?y=Ho(y,u):v&&m>1&&y.reverse(),f&&c<m&&(y.length=c),this&&this!==An&&this instanceof l&&(k=g||zi(k)),k.apply(C,y)}var f=e&xt,p=e&dt,h=e&vt,d=e&(mt|yt),v=e&Ct,g=h?nt:zi(t);return l}function Gi(t,e){return function(n,r){return xr(n,t,e(r),{})}}function $i(t,e){return function(n,r){var i;if(n===nt&&r===nt)return e;if(n!==nt&&(i=n),r!==nt){if(i===nt)return r;\"string\"==typeof n||\"string\"==typeof r?(n=li(n),r=li(r)):(n=si(n),r=si(r)),i=t(n,r)}return i}}function Xi(t){return fo(function(e){return e=h(e,I(mo())),Jr(function(n){var r=this;return t(e,function(t){return o(t,r,n)})})})}function Qi(t,e){e=e===nt?\" \":li(e);var n=e.length;if(n<2)return n?Zr(e,t):e;var r=Zr(e,Dl(t/Q(e)));return V(e)?xi(Z(r),0,t).join(\"\"):r.slice(0,t)}function Zi(t,e,n,r){function i(){for(var e=-1,c=arguments.length,s=-1,l=r.length,f=Zs(l+c),p=this&&this!==An&&this instanceof i?u:t;++s<l;)f[s]=r[s];for(;c--;)f[s++]=arguments[++e];return o(p,a?n:this,f)}var a=e&dt,u=zi(t);return i}function Ji(t){return function(e,n,r){return r&&\"number\"!=typeof r&&Po(e,n,r)&&(n=r=nt),e=mc(e),n===nt?(n=e,e=0):n=mc(n),r=r===nt?e<n?1:-1:mc(r),Qr(e,n,r,t)}}function to(t){return function(e,n){return\"string\"==typeof e&&\"string\"==typeof n||(e=bc(e),n=bc(n)),t(e,n)}}function eo(t,e,n,r,i,o,a,u,c,s){var l=e&mt,f=l?a:nt,p=l?nt:a,h=l?o:nt,d=l?nt:o;e|=l?_t:bt,(e&=~(l?bt:_t))&gt||(e&=~(dt|vt));var v=[t,e,i,h,f,d,p,u,c,s],g=n.apply(nt,v);return Do(t)&&Ef(g,v),g.placeholder=r,Yo(g,t,e)}function no(t){var e=nl[t];return function(t,n){if(t=bc(t),n=null==n?0:Wl(yc(n),292)){var r=(Cc(t)+\"e\").split(\"e\");return r=(Cc(e(r[0]+\"e\"+(+r[1]+n)))+\"e\").split(\"e\"),+(r[0]+\"e\"+(+r[1]-n))}return e(t)}}function ro(t){return function(e){var n=Cf(e);return n==Kt?H(e):n==Jt?G(e):O(e,t(e))}}function io(t,e,n,r,i,o,a,u){var c=e&vt;if(!c&&\"function\"!=typeof t)throw new al(ot);var s=r?r.length:0;if(s||(e&=~(_t|bt),r=i=nt),a=a===nt?a:Vl(yc(a),0),u=u===nt?u:yc(u),s-=i?i.length:0,e&bt){var l=r,f=i;r=i=nt}var p=c?nt:bf(t),h=[t,e,n,r,i,l,f,o,a,u];if(p&&jo(h,p),t=h[0],e=h[1],n=h[2],r=h[3],i=h[4],u=h[9]=h[9]===nt?c?0:t.length:Vl(h[9]-s,0),!u&&e&(mt|yt)&&(e&=~(mt|yt)),e&&e!=dt)d=e==mt||e==yt?Hi(t,e,u):e!=_t&&e!=(dt|_t)||i.length?Ki.apply(nt,h):Zi(t,e,n,r);else var d=Bi(t,e,n);return Yo((p?vf:Ef)(d,h),t,e)}function oo(t,e,n,r){return t===nt||Vu(t,sl[n])&&!pl.call(r,n)?e:t}function ao(t,e,n,r,i,o){return tc(t)&&tc(e)&&(o.set(e,t),Vr(t,e,nt,ao,o),o.delete(e)),t}function uo(t){return sc(t)?nt:t}function co(t,e,n,r,i,o){var a=n&pt,u=t.length,c=e.length;if(u!=c&&!(a&&c>u))return!1;var s=o.get(t);if(s&&o.get(e))return s==e;var l=-1,f=!0,p=n&ht?new dn:nt;for(o.set(t,e),o.set(e,t);++l<u;){var h=t[l],d=e[l];if(r)var v=a?r(d,h,l,e,t,o):r(h,d,l,t,e,o);if(v!==nt){if(v)continue;f=!1;break}if(p){if(!m(e,function(t,e){if(!R(p,e)&&(h===t||i(h,t,n,r,o)))return p.push(e)})){f=!1;break}}else if(h!==d&&!i(h,d,n,r,o)){f=!1;break}}return o.delete(t),o.delete(e),f}function so(t,e,n,r,i,o,a){switch(n){case ae:if(t.byteLength!=e.byteLength||t.byteOffset!=e.byteOffset)return!1;t=t.buffer,e=e.buffer;case oe:return!(t.byteLength!=e.byteLength||!o(new xl(t),new xl(e)));case Vt:case Wt:case Gt:return Vu(+t,+e);case Ht:return t.name==e.name&&t.message==e.message;case Zt:case te:return t==e+\"\";case Kt:var u=H;case Jt:var c=r&pt;if(u||(u=K),t.size!=e.size&&!c)return!1;var s=a.get(t);if(s)return s==e;r|=ht,a.set(t,e);var l=co(u(t),u(e),r,i,o,a);return a.delete(t),l;case ee:if(cf)return cf.call(t)==cf.call(e)}return!1}function lo(t,e,n,r,i,o){var a=n&pt,u=po(t),c=u.length;if(c!=po(e).length&&!a)return!1;for(var s=c;s--;){var l=u[s];if(!(a?l in e:pl.call(e,l)))return!1}var f=o.get(t);if(f&&o.get(e))return f==e;var p=!0;o.set(t,e),o.set(e,t);for(var h=a;++s<c;){l=u[s];var d=t[l],v=e[l];if(r)var g=a?r(v,d,l,e,t,o):r(d,v,l,t,e,o);if(!(g===nt?d===v||i(d,v,n,r,o):g)){p=!1;break}h||(h=\"constructor\"==l)}if(p&&!h){var m=t.constructor,y=e.constructor;m!=y&&\"constructor\"in t&&\"constructor\"in e&&!(\"function\"==typeof m&&m instanceof m&&\"function\"==typeof y&&y instanceof y)&&(p=!1)}return o.delete(t),o.delete(e),p}function fo(t){return Tf(Wo(t,nt,sa),t+\"\")}function po(t){return dr(t,Lc,xf)}function ho(t){return dr(t,Uc,wf)}function vo(t){for(var e=t.name+\"\",n=tf[e],r=pl.call(tf,e)?n.length:0;r--;){var i=n[r],o=i.func;if(null==o||o==t)return i.name}return e}function go(t){return(pl.call(n,\"placeholder\")?n:t).placeholder}function mo(){var t=n.iteratee||Ts;return t=t===Ts?Dr:t,arguments.length?t(arguments[0],arguments[1]):t}function yo(t,e){var n=t.__data__;return Io(e)?n[\"string\"==typeof e?\"string\":\"hash\"]:n.map}function _o(t){for(var e=Lc(t),n=e.length;n--;){var r=e[n],i=t[r];e[n]=[r,i,Uo(i)]}return e}function bo(t,e){var n=B(t,e);return Ar(n)?n:nt}function xo(t){var e=pl.call(t,Nl),n=t[Nl];try{t[Nl]=nt;var r=!0}catch(t){}var i=vl.call(t);return r&&(e?t[Nl]=n:delete t[Nl]),i}function wo(t,e,n){for(var r=-1,i=n.length;++r<i;){var o=n[r],a=o.size;switch(o.type){case\"drop\":t+=a;break;case\"dropRight\":e-=a;break;case\"take\":e=Wl(e,t+a);break;case\"takeRight\":t=Vl(t,e-a)}}return{start:t,end:e}}function Co(t){var e=t.match(Re);return e?e[1].split(Le):[]}function ko(t,e,n){e=bi(e,t);for(var r=-1,i=e.length,o=!1;++r<i;){var a=$o(e[r]);if(!(o=null!=t&&n(t,a)))break;t=t[a]}return o||++r!=i?o:!!(i=null==t?0:t.length)&&Ju(i)&&Ao(a,i)&&(hp(t)||pp(t))}function Eo(t){var e=t.length,n=new t.constructor(e);return e&&\"string\"==typeof t[0]&&pl.call(t,\"index\")&&(n.index=t.index,n.input=t.input),n}function Mo(t){return\"function\"!=typeof t.constructor||Lo(t)?{}:lf(Cl(t))}function To(t,e,n){var r=t.constructor;switch(e){case oe:return Ci(t);case Vt:case Wt:return new r(+t);case ae:return ki(t,n);case ue:case ce:case se:case le:case fe:case pe:case he:case de:case ve:return Ti(t,n);case Kt:return new r;case Gt:case te:return new r(t);case Zt:return Ei(t);case Jt:return new r;case ee:return Mi(t)}}function So(t,e){var n=e.length;if(!n)return t;var r=n-1;return e[r]=(n>1?\"& \":\"\")+e[r],e=e.join(n>2?\", \":\" \"),t.replace(De,\"{\\n/* [wrapped with \"+e+\"] */\\n\")}function No(t){return hp(t)||pp(t)||!!(Tl&&t&&t[Tl])}function Ao(t,e){var n=typeof t;return!!(e=null==e?Pt:e)&&(\"number\"==n||\"symbol\"!=n&&qe.test(t))&&t>-1&&t%1==0&&t<e}function Po(t,e,n){if(!tc(n))return!1;var r=typeof e;return!!(\"number\"==r?Wu(n)&&Ao(e,n.length):\"string\"==r&&e in n)&&Vu(n[e],t)}function Oo(t,e){if(hp(t))return!1;var n=typeof t;return!(\"number\"!=n&&\"symbol\"!=n&&\"boolean\"!=n&&null!=t&&!pc(t))||(Te.test(t)||!Me.test(t)||null!=e&&t in rl(e))}function Io(t){var e=typeof t;return\"string\"==e||\"number\"==e||\"symbol\"==e||\"boolean\"==e?\"__proto__\"!==t:null===t}function Do(t){var e=vo(t),r=n[e];if(\"function\"!=typeof r||!(e in y.prototype))return!1;if(t===r)return!0;var i=bf(r);return!!i&&t===i[0]}function Ro(t){return!!dl&&dl in t}function Lo(t){var e=t&&t.constructor;return t===(\"function\"==typeof e&&e.prototype||sl)}function Uo(t){return t===t&&!tc(t)}function Fo(t,e){return function(n){return null!=n&&(n[t]===e&&(e!==nt||t in rl(n)))}}function jo(t,e){var n=t[1],r=e[1],i=n|r,o=i<(dt|vt|xt),a=r==xt&&n==mt||r==xt&&n==wt&&t[7].length<=e[8]||r==(xt|wt)&&e[7].length<=e[8]&&n==mt;if(!o&&!a)return t;r&dt&&(t[2]=e[2],i|=n&dt?0:gt);var u=e[3];if(u){var c=t[3];t[3]=c?Ai(c,u,e[4]):u,t[4]=c?Y(t[3],ct):e[4]}return u=e[5],u&&(c=t[5],t[5]=c?Pi(c,u,e[6]):u,t[6]=c?Y(t[5],ct):e[6]),u=e[7],u&&(t[7]=u),r&xt&&(t[8]=null==t[8]?e[8]:Wl(t[8],e[8])),null==t[9]&&(t[9]=e[9]),t[0]=e[0],t[1]=i,t}function Bo(t){var e=[];if(null!=t)for(var n in rl(t))e.push(n);return e}function Vo(t){return vl.call(t)}function Wo(t,e,n){return e=Vl(e===nt?t.length-1:e,0),function(){for(var r=arguments,i=-1,a=Vl(r.length-e,0),u=Zs(a);++i<a;)u[i]=r[e+i];i=-1;for(var c=Zs(e+1);++i<e;)c[i]=r[i];return c[e]=n(u),o(t,this,c)}}function zo(t,e){return e.length<2?t:hr(t,ii(e,0,-1))}function Ho(t,e){for(var n=t.length,r=Wl(e.length,n),i=Oi(t);r--;){var o=e[r];t[r]=Ao(o,n)?i[o]:nt}return t}function qo(t,e){if(\"__proto__\"!=e)return t[e]}function Yo(t,e,n){var r=e+\"\";return Tf(t,So(r,Qo(Co(r),n)))}function Ko(t){var e=0,n=0;return function(){var r=zl(),i=Tt-(r-n);if(n=r,i>0){if(++e>=Mt)return arguments[0]}else e=0;return t.apply(nt,arguments)}}function Go(t,e){var n=-1,r=t.length,i=r-1;for(e=e===nt?r:e;++n<e;){var o=Xr(n,i),a=t[o];t[o]=t[n],t[n]=a}return t.length=e,t}function $o(t){if(\"string\"==typeof t||pc(t))return t;var e=t+\"\";return\"0\"==e&&1/t==-At?\"-0\":e}function Xo(t){if(null!=t){try{return fl.call(t)}catch(t){}try{return t+\"\"}catch(t){}}return\"\"}function Qo(t,e){return u(Ut,function(n){var r=\"_.\"+n[0];e&n[1]&&!f(t,r)&&t.push(r)}),t.sort()}function Zo(t){if(t instanceof y)return t.clone();var e=new i(t.__wrapped__,t.__chain__);return e.__actions__=Oi(t.__actions__),e.__index__=t.__index__,e.__values__=t.__values__,e}function Jo(t,e,n){e=(n?Po(t,e,n):e===nt)?1:Vl(yc(e),0);var r=null==t?0:t.length;if(!r||e<1)return[];for(var i=0,o=0,a=Zs(Dl(r/e));i<r;)a[o++]=ii(t,i,i+=e);return a}function ta(t){for(var e=-1,n=null==t?0:t.length,r=0,i=[];++e<n;){var o=t[e];o&&(i[r++]=o)}return i}function ea(){var t=arguments.length;if(!t)return[];for(var e=Zs(t-1),n=arguments[0],r=t;r--;)e[r-1]=arguments[r];return d(hp(n)?Oi(n):[n],sr(e,1))}function na(t,e,n){var r=null==t?0:t.length;return r?(e=n||e===nt?1:yc(e),ii(t,e<0?0:e,r)):[]}function ra(t,e,n){var r=null==t?0:t.length;return r?(e=n||e===nt?1:yc(e),e=r-e,ii(t,0,e<0?0:e)):[]}function ia(t,e){return t&&t.length?di(t,mo(e,3),!0,!0):[]}function oa(t,e){return t&&t.length?di(t,mo(e,3),!0):[]}function aa(t,e,n,r){var i=null==t?0:t.length;return i?(n&&\"number\"!=typeof n&&Po(t,e,n)&&(n=0,r=i),ur(t,e,n,r)):[]}function ua(t,e,n){var r=null==t?0:t.length;if(!r)return-1;var i=null==n?0:yc(n);return i<0&&(i=Vl(r+i,0)),x(t,mo(e,3),i)}function ca(t,e,n){var r=null==t?0:t.length;if(!r)return-1;var i=r-1;return n!==nt&&(i=yc(n),i=n<0?Vl(r+i,0):Wl(i,r-1)),x(t,mo(e,3),i,!0)}function sa(t){return(null==t?0:t.length)?sr(t,1):[]}function la(t){return(null==t?0:t.length)?sr(t,At):[]}function fa(t,e){return(null==t?0:t.length)?(e=e===nt?1:yc(e),sr(t,e)):[]}function pa(t){for(var e=-1,n=null==t?0:t.length,r={};++e<n;){var i=t[e];r[i[0]]=i[1]}return r}function ha(t){return t&&t.length?t[0]:nt}function da(t,e,n){var r=null==t?0:t.length;if(!r)return-1;var i=null==n?0:yc(n);return i<0&&(i=Vl(r+i,0)),w(t,e,i)}function va(t){return(null==t?0:t.length)?ii(t,0,-1):[]}function ga(t,e){return null==t?\"\":jl.call(t,e)}function ma(t){var e=null==t?0:t.length;return e?t[e-1]:nt}function ya(t,e,n){var r=null==t?0:t.length;if(!r)return-1;var i=r;return n!==nt&&(i=yc(n),i=i<0?Vl(r+i,0):Wl(i,r-1)),e===e?X(t,e,i):x(t,k,i,!0)}function _a(t,e){return t&&t.length?zr(t,yc(e)):nt}function ba(t,e){return t&&t.length&&e&&e.length?Gr(t,e):t}function xa(t,e,n){return t&&t.length&&e&&e.length?Gr(t,e,mo(n,2)):t}function wa(t,e,n){return t&&t.length&&e&&e.length?Gr(t,e,nt,n):t}function Ca(t,e){var n=[];if(!t||!t.length)return n;var r=-1,i=[],o=t.length;for(e=mo(e,3);++r<o;){var a=t[r];e(a,r,t)&&(n.push(a),i.push(r))}return $r(t,i),n}function ka(t){return null==t?t:Yl.call(t)}function Ea(t,e,n){var r=null==t?0:t.length;return r?(n&&\"number\"!=typeof n&&Po(t,e,n)?(e=0,n=r):(e=null==e?0:yc(e),n=n===nt?r:yc(n)),ii(t,e,n)):[]}function Ma(t,e){return ai(t,e)}function Ta(t,e,n){return ui(t,e,mo(n,2))}function Sa(t,e){var n=null==t?0:t.length;if(n){var r=ai(t,e);if(r<n&&Vu(t[r],e))return r}return-1}function Na(t,e){return ai(t,e,!0)}function Aa(t,e,n){return ui(t,e,mo(n,2),!0)}function Pa(t,e){if(null==t?0:t.length){var n=ai(t,e,!0)-1;if(Vu(t[n],e))return n}return-1}function Oa(t){return t&&t.length?ci(t):[]}function Ia(t,e){return t&&t.length?ci(t,mo(e,2)):[]}function Da(t){var e=null==t?0:t.length;return e?ii(t,1,e):[]}function Ra(t,e,n){return t&&t.length?(e=n||e===nt?1:yc(e),ii(t,0,e<0?0:e)):[]}function La(t,e,n){var r=null==t?0:t.length;return r?(e=n||e===nt?1:yc(e),e=r-e,ii(t,e<0?0:e,r)):[]}function Ua(t,e){return t&&t.length?di(t,mo(e,3),!1,!0):[]}function Fa(t,e){return t&&t.length?di(t,mo(e,3)):[]}function ja(t){return t&&t.length?fi(t):[]}function Ba(t,e){return t&&t.length?fi(t,mo(e,2)):[]}function Va(t,e){return e=\"function\"==typeof e?e:nt,t&&t.length?fi(t,nt,e):[]}function Wa(t){if(!t||!t.length)return[];var e=0;return t=l(t,function(t){if(zu(t))return e=Vl(t.length,e),!0}),P(e,function(e){return h(t,M(e))})}function za(t,e){if(!t||!t.length)return[];var n=Wa(t);return null==e?n:h(n,function(t){return o(e,nt,t)})}function Ha(t,e){return mi(t||[],e||[],Wn)}function qa(t,e){return mi(t||[],e||[],ni)}function Ya(t){var e=n(t);return e.__chain__=!0,e}function Ka(t,e){return e(t),t}function Ga(t,e){return e(t)}function $a(){return Ya(this)}function Xa(){return new i(this.value(),this.__chain__)}function Qa(){this.__values__===nt&&(this.__values__=gc(this.value()));var t=this.__index__>=this.__values__.length;return{done:t,value:t?nt:this.__values__[this.__index__++]}}function Za(){return this}function Ja(t){for(var e,n=this;n instanceof r;){var i=Zo(n);i.__index__=0,i.__values__=nt,e?o.__wrapped__=i:e=i;var o=i;n=n.__wrapped__}return o.__wrapped__=t,e}function tu(){var t=this.__wrapped__;if(t instanceof y){var e=t;return this.__actions__.length&&(e=new y(this)),e=e.reverse(),e.__actions__.push({func:Ga,args:[ka],thisArg:nt}),new i(e,this.__chain__)}return this.thru(ka)}function eu(){return vi(this.__wrapped__,this.__actions__)}function nu(t,e,n){var r=hp(t)?s:or;return n&&Po(t,e,n)&&(e=nt),r(t,mo(e,3))}function ru(t,e){return(hp(t)?l:cr)(t,mo(e,3))}function iu(t,e){return sr(lu(t,e),1)}function ou(t,e){return sr(lu(t,e),At)}function au(t,e,n){return n=n===nt?1:yc(n),sr(lu(t,e),n)}function uu(t,e){return(hp(t)?u:ff)(t,mo(e,3))}function cu(t,e){return(hp(t)?c:pf)(t,mo(e,3))}function su(t,e,n,r){t=Wu(t)?t:$c(t),n=n&&!r?yc(n):0;var i=t.length;return n<0&&(n=Vl(i+n,0)),fc(t)?n<=i&&t.indexOf(e,n)>-1:!!i&&w(t,e,n)>-1}function lu(t,e){return(hp(t)?h:Fr)(t,mo(e,3))}function fu(t,e,n,r){return null==t?[]:(hp(e)||(e=null==e?[]:[e]),n=r?nt:n,hp(n)||(n=null==n?[]:[n]),Hr(t,e,n))}function pu(t,e,n){var r=hp(t)?v:S,i=arguments.length<3;return r(t,mo(e,4),n,i,ff)}function hu(t,e,n){var r=hp(t)?g:S,i=arguments.length<3;return r(t,mo(e,4),n,i,pf)}function du(t,e){return(hp(t)?l:cr)(t,Su(mo(e,3)))}function vu(t){return(hp(t)?Pn:ti)(t)}function gu(t,e,n){return e=(n?Po(t,e,n):e===nt)?1:yc(e),(hp(t)?On:ei)(t,e)}function mu(t){return(hp(t)?Dn:ri)(t)}function yu(t){if(null==t)return 0;if(Wu(t))return fc(t)?Q(t):t.length;var e=Cf(t);return e==Kt||e==Jt?t.size:Rr(t).length}function _u(t,e,n){var r=hp(t)?m:oi;return n&&Po(t,e,n)&&(e=nt),r(t,mo(e,3))}function bu(t,e){if(\"function\"!=typeof e)throw new al(ot);return t=yc(t),function(){if(--t<1)return e.apply(this,arguments)}}function xu(t,e,n){return e=n?nt:e,e=t&&null==e?t.length:e,io(t,xt,nt,nt,nt,nt,e)}function wu(t,e){var n;if(\"function\"!=typeof e)throw new al(ot);return t=yc(t),function(){return--t>0&&(n=e.apply(this,arguments)),t<=1&&(e=nt),n}}function Cu(t,e,n){e=n?nt:e;var r=io(t,mt,nt,nt,nt,nt,nt,e);return r.placeholder=Cu.placeholder,r}function ku(t,e,n){e=n?nt:e;var r=io(t,yt,nt,nt,nt,nt,nt,e);return r.placeholder=ku.placeholder,r}function Eu(t,e,n){function r(e){var n=p,r=h;return p=h=nt,y=e,v=t.apply(r,n)}function i(t){return y=t,g=Mf(u,e),_?r(t):v}function o(t){var n=t-m,r=t-y,i=e-n;return b?Wl(i,d-r):i}function a(t){var n=t-m,r=t-y;return m===nt||n>=e||n<0||b&&r>=d}function u(){var t=ep();if(a(t))return c(t);g=Mf(u,o(t))}function c(t){return g=nt,x&&p?r(t):(p=h=nt,v)}function s(){g!==nt&&yf(g),y=0,p=m=h=g=nt}function l(){return g===nt?v:c(ep())}function f(){var t=ep(),n=a(t);if(p=arguments,h=this,m=t,n){if(g===nt)return i(m);if(b)return g=Mf(u,e),r(m)}return g===nt&&(g=Mf(u,e)),v}var p,h,d,v,g,m,y=0,_=!1,b=!1,x=!0;if(\"function\"!=typeof t)throw new al(ot);return e=bc(e)||0,tc(n)&&(_=!!n.leading,b=\"maxWait\"in n,d=b?Vl(bc(n.maxWait)||0,e):d,x=\"trailing\"in n?!!n.trailing:x),f.cancel=s,f.flush=l,f}function Mu(t){return io(t,Ct)}function Tu(t,e){if(\"function\"!=typeof t||null!=e&&\"function\"!=typeof e)throw new al(ot);var n=function(){var r=arguments,i=e?e.apply(this,r):r[0],o=n.cache;if(o.has(i))return o.get(i);var a=t.apply(this,r);return n.cache=o.set(i,a)||o,a};return n.cache=new(Tu.Cache||an),n}function Su(t){if(\"function\"!=typeof t)throw new al(ot);return function(){var e=arguments;switch(e.length){case 0:return!t.call(this);case 1:return!t.call(this,e[0]);case 2:return!t.call(this,e[0],e[1]);case 3:return!t.call(this,e[0],e[1],e[2])}return!t.apply(this,e)}}function Nu(t){return wu(2,t)}function Au(t,e){if(\"function\"!=typeof t)throw new al(ot);return e=e===nt?e:yc(e),Jr(t,e)}function Pu(t,e){if(\"function\"!=typeof t)throw new al(ot);return e=null==e?0:Vl(yc(e),0),Jr(function(n){var r=n[e],i=xi(n,0,e);return r&&d(i,r),o(t,this,i)})}function Ou(t,e,n){var r=!0,i=!0;if(\"function\"!=typeof t)throw new al(ot);return tc(n)&&(r=\"leading\"in n?!!n.leading:r,i=\"trailing\"in n?!!n.trailing:i),Eu(t,e,{leading:r,maxWait:e,trailing:i})}function Iu(t){return xu(t,1)}function Du(t,e){return up(_i(e),t)}function Ru(){if(!arguments.length)return[];var t=arguments[0];return hp(t)?t:[t]}function Lu(t){return tr(t,ft)}function Uu(t,e){return e=\"function\"==typeof e?e:nt,tr(t,ft,e)}function Fu(t){return tr(t,st|ft)}function ju(t,e){return e=\"function\"==typeof e?e:nt,tr(t,st|ft,e)}function Bu(t,e){return null==e||nr(t,e,Lc(e))}function Vu(t,e){return t===e||t!==t&&e!==e}function Wu(t){return null!=t&&Ju(t.length)&&!Qu(t)}function zu(t){return ec(t)&&Wu(t)}function Hu(t){return!0===t||!1===t||ec(t)&&vr(t)==Vt}function qu(t){return ec(t)&&1===t.nodeType&&!sc(t)}function Yu(t){if(null==t)return!0;if(Wu(t)&&(hp(t)||\"string\"==typeof t||\"function\"==typeof t.splice||vp(t)||bp(t)||pp(t)))return!t.length;var e=Cf(t);if(e==Kt||e==Jt)return!t.size;if(Lo(t))return!Rr(t).length;for(var n in t)if(pl.call(t,n))return!1;return!0}function Ku(t,e){return Mr(t,e)}function Gu(t,e,n){n=\"function\"==typeof n?n:nt;var r=n?n(t,e):nt;return r===nt?Mr(t,e,nt,n):!!r}function $u(t){if(!ec(t))return!1;var e=vr(t);return e==Ht||e==zt||\"string\"==typeof t.message&&\"string\"==typeof t.name&&!sc(t)}function Xu(t){return\"number\"==typeof t&&Fl(t)}function Qu(t){if(!tc(t))return!1;var e=vr(t);return e==qt||e==Yt||e==Bt||e==Qt}function Zu(t){return\"number\"==typeof t&&t==yc(t)}function Ju(t){return\"number\"==typeof t&&t>-1&&t%1==0&&t<=Pt}function tc(t){var e=typeof t;return null!=t&&(\"object\"==e||\"function\"==e)}function ec(t){return null!=t&&\"object\"==typeof t}function nc(t,e){return t===e||Nr(t,e,_o(e))}function rc(t,e,n){return n=\"function\"==typeof n?n:nt,Nr(t,e,_o(e),n)}function ic(t){return cc(t)&&t!=+t}function oc(t){if(kf(t))throw new tl(it);return Ar(t)}function ac(t){return null===t}function uc(t){return null==t}function cc(t){return\"number\"==typeof t||ec(t)&&vr(t)==Gt}function sc(t){if(!ec(t)||vr(t)!=Xt)return!1;var e=Cl(t);if(null===e)return!0;var n=pl.call(e,\"constructor\")&&e.constructor;return\"function\"==typeof n&&n instanceof n&&fl.call(n)==gl}function lc(t){return Zu(t)&&t>=-Pt&&t<=Pt}function fc(t){return\"string\"==typeof t||!hp(t)&&ec(t)&&vr(t)==te}function pc(t){return\"symbol\"==typeof t||ec(t)&&vr(t)==ee}function hc(t){return t===nt}function dc(t){return ec(t)&&Cf(t)==re}function vc(t){return ec(t)&&vr(t)==ie}function gc(t){if(!t)return[];if(Wu(t))return fc(t)?Z(t):Oi(t);if(Sl&&t[Sl])return z(t[Sl]());var e=Cf(t);return(e==Kt?H:e==Jt?K:$c)(t)}function mc(t){if(!t)return 0===t?t:0;if((t=bc(t))===At||t===-At){return(t<0?-1:1)*Ot}return t===t?t:0}function yc(t){var e=mc(t),n=e%1;return e===e?n?e-n:e:0}function _c(t){return t?Jn(yc(t),0,Dt):0}function bc(t){if(\"number\"==typeof t)return t;if(pc(t))return It;if(tc(t)){var e=\"function\"==typeof t.valueOf?t.valueOf():t;t=tc(e)?e+\"\":e}if(\"string\"!=typeof t)return 0===t?t:+t;t=t.replace(Pe,\"\");var n=We.test(t);return n||He.test(t)?Tn(t.slice(2),n?2:8):Ve.test(t)?It:+t}function xc(t){return Ii(t,Uc(t))}function wc(t){return t?Jn(yc(t),-Pt,Pt):0===t?t:0}function Cc(t){return null==t?\"\":li(t)}function kc(t,e){var n=lf(t);return null==e?n:$n(n,e)}function Ec(t,e){return b(t,mo(e,3),lr)}function Mc(t,e){return b(t,mo(e,3),fr)}function Tc(t,e){return null==t?t:hf(t,mo(e,3),Uc)}function Sc(t,e){return null==t?t:df(t,mo(e,3),Uc)}function Nc(t,e){return t&&lr(t,mo(e,3))}function Ac(t,e){return t&&fr(t,mo(e,3))}function Pc(t){return null==t?[]:pr(t,Lc(t))}function Oc(t){return null==t?[]:pr(t,Uc(t))}function Ic(t,e,n){var r=null==t?nt:hr(t,e);return r===nt?n:r}function Dc(t,e){return null!=t&&ko(t,e,mr)}function Rc(t,e){return null!=t&&ko(t,e,yr)}function Lc(t){return Wu(t)?Nn(t):Rr(t)}function Uc(t){return Wu(t)?Nn(t,!0):Lr(t)}function Fc(t,e){var n={};return e=mo(e,3),lr(t,function(t,r,i){Qn(n,e(t,r,i),t)}),n}function jc(t,e){var n={};return e=mo(e,3),lr(t,function(t,r,i){Qn(n,r,e(t,r,i))}),n}function Bc(t,e){return Vc(t,Su(mo(e)))}function Vc(t,e){if(null==t)return{};var n=h(ho(t),function(t){return[t]});return e=mo(e),Yr(t,n,function(t,n){return e(t,n[0])})}function Wc(t,e,n){e=bi(e,t);var r=-1,i=e.length;for(i||(i=1,t=nt);++r<i;){var o=null==t?nt:t[$o(e[r])];o===nt&&(r=i,o=n),t=Qu(o)?o.call(t):o}return t}function zc(t,e,n){return null==t?t:ni(t,e,n)}function Hc(t,e,n,r){return r=\"function\"==typeof r?r:nt,null==t?t:ni(t,e,n,r)}function qc(t,e,n){var r=hp(t),i=r||vp(t)||bp(t);if(e=mo(e,4),null==n){var o=t&&t.constructor;n=i?r?new o:[]:tc(t)&&Qu(o)?lf(Cl(t)):{}}return(i?u:lr)(t,function(t,r,i){return e(n,t,r,i)}),n}function Yc(t,e){return null==t||pi(t,e)}function Kc(t,e,n){return null==t?t:hi(t,e,_i(n))}function Gc(t,e,n,r){return r=\"function\"==typeof r?r:nt,null==t?t:hi(t,e,_i(n),r)}function $c(t){return null==t?[]:D(t,Lc(t))}function Xc(t){return null==t?[]:D(t,Uc(t))}function Qc(t,e,n){return n===nt&&(n=e,e=nt),n!==nt&&(n=bc(n),n=n===n?n:0),e!==nt&&(e=bc(e),e=e===e?e:0),Jn(bc(t),e,n)}function Zc(t,e,n){return e=mc(e),n===nt?(n=e,e=0):n=mc(n),t=bc(t),_r(t,e,n)}function Jc(t,e,n){if(n&&\"boolean\"!=typeof n&&Po(t,e,n)&&(e=n=nt),n===nt&&(\"boolean\"==typeof e?(n=e,e=nt):\"boolean\"==typeof t&&(n=t,t=nt)),t===nt&&e===nt?(t=0,e=1):(t=mc(t),e===nt?(e=t,t=0):e=mc(e)),t>e){var r=t;t=e,e=r}if(n||t%1||e%1){var i=ql();return Wl(t+i*(e-t+Mn(\"1e-\"+((i+\"\").length-1))),e)}return Xr(t,e)}function ts(t){return Yp(Cc(t).toLowerCase())}function es(t){return(t=Cc(t))&&t.replace(Ye,zn).replace(hn,\"\")}function ns(t,e,n){t=Cc(t),e=li(e);var r=t.length;n=n===nt?r:Jn(yc(n),0,r);var i=n;return(n-=e.length)>=0&&t.slice(n,i)==e}function rs(t){return t=Cc(t),t&&we.test(t)?t.replace(be,Hn):t}function is(t){return t=Cc(t),t&&Ae.test(t)?t.replace(Ne,\"\\\\$&\"):t}function os(t,e,n){t=Cc(t),e=yc(e);var r=e?Q(t):0;if(!e||r>=e)return t;var i=(e-r)/2;return Qi(Rl(i),n)+t+Qi(Dl(i),n)}function as(t,e,n){t=Cc(t),e=yc(e);var r=e?Q(t):0;return e&&r<e?t+Qi(e-r,n):t}function us(t,e,n){t=Cc(t),e=yc(e);var r=e?Q(t):0;return e&&r<e?Qi(e-r,n)+t:t}function cs(t,e,n){return n||null==e?e=0:e&&(e=+e),Hl(Cc(t).replace(Oe,\"\"),e||0)}function ss(t,e,n){return e=(n?Po(t,e,n):e===nt)?1:yc(e),Zr(Cc(t),e)}function ls(){var t=arguments,e=Cc(t[0]);return t.length<3?e:e.replace(t[1],t[2])}function fs(t,e,n){return n&&\"number\"!=typeof n&&Po(t,e,n)&&(e=n=nt),(n=n===nt?Dt:n>>>0)?(t=Cc(t),t&&(\"string\"==typeof e||null!=e&&!yp(e))&&!(e=li(e))&&V(t)?xi(Z(t),0,n):t.split(e,n)):[]}function ps(t,e,n){return t=Cc(t),n=null==n?0:Jn(yc(n),0,t.length),e=li(e),t.slice(n,n+e.length)==e}function hs(t,e,r){var i=n.templateSettings;r&&Po(t,e,r)&&(e=nt),t=Cc(t),e=Ep({},e,i,oo);var o,a,u=Ep({},e.imports,i.imports,oo),c=Lc(u),s=D(u,c),l=0,f=e.interpolate||Ke,p=\"__p += '\",h=il((e.escape||Ke).source+\"|\"+f.source+\"|\"+(f===Ee?je:Ke).source+\"|\"+(e.evaluate||Ke).source+\"|$\",\"g\"),d=\"//# sourceURL=\"+(\"sourceURL\"in e?e.sourceURL:\"lodash.templateSources[\"+ ++_n+\"]\")+\"\\n\";t.replace(h,function(e,n,r,i,u,c){return r||(r=i),p+=t.slice(l,c).replace(Ge,j),n&&(o=!0,p+=\"' +\\n__e(\"+n+\") +\\n'\"),u&&(a=!0,p+=\"';\\n\"+u+\";\\n__p += '\"),r&&(p+=\"' +\\n((__t = (\"+r+\")) == null ? '' : __t) +\\n'\"),l=c+e.length,e}),p+=\"';\\n\";var v=e.variable;v||(p=\"with (obj) {\\n\"+p+\"\\n}\\n\"),p=(a?p.replace(ge,\"\"):p).replace(me,\"$1\").replace(ye,\"$1;\"),p=\"function(\"+(v||\"obj\")+\") {\\n\"+(v?\"\":\"obj || (obj = {});\\n\")+\"var __t, __p = ''\"+(o?\", __e = _.escape\":\"\")+(a?\", __j = Array.prototype.join;\\nfunction print() { __p += __j.call(arguments, '') }\\n\":\";\\n\")+p+\"return __p\\n}\";var g=Kp(function(){return el(c,d+\"return \"+p).apply(nt,s)});if(g.source=p,$u(g))throw g;return g}function ds(t){return Cc(t).toLowerCase()}function vs(t){return Cc(t).toUpperCase()}function gs(t,e,n){if((t=Cc(t))&&(n||e===nt))return t.replace(Pe,\"\");if(!t||!(e=li(e)))return t;var r=Z(t),i=Z(e);return xi(r,L(r,i),U(r,i)+1).join(\"\")}function ms(t,e,n){if((t=Cc(t))&&(n||e===nt))return t.replace(Ie,\"\");if(!t||!(e=li(e)))return t;var r=Z(t);return xi(r,0,U(r,Z(e))+1).join(\"\")}function ys(t,e,n){if((t=Cc(t))&&(n||e===nt))return t.replace(Oe,\"\");if(!t||!(e=li(e)))return t;var r=Z(t);return xi(r,L(r,Z(e))).join(\"\")}function _s(t,e){var n=kt,r=Et;if(tc(e)){var i=\"separator\"in e?e.separator:i;n=\"length\"in e?yc(e.length):n,r=\"omission\"in e?li(e.omission):r}t=Cc(t);var o=t.length;if(V(t)){var a=Z(t);o=a.length}if(n>=o)return t;var u=n-Q(r);if(u<1)return r;var c=a?xi(a,0,u).join(\"\"):t.slice(0,u);if(i===nt)return c+r;if(a&&(u+=c.length-u),yp(i)){if(t.slice(u).search(i)){var s,l=c;for(i.global||(i=il(i.source,Cc(Be.exec(i))+\"g\")),i.lastIndex=0;s=i.exec(l);)var f=s.index;c=c.slice(0,f===nt?u:f)}}else if(t.indexOf(li(i),u)!=u){var p=c.lastIndexOf(i);p>-1&&(c=c.slice(0,p))}return c+r}function bs(t){return t=Cc(t),t&&xe.test(t)?t.replace(_e,qn):t}function xs(t,e,n){return t=Cc(t),e=n?nt:e,e===nt?W(t)?et(t):_(t):t.match(e)||[]}function ws(t){var e=null==t?0:t.length,n=mo();return t=e?h(t,function(t){if(\"function\"!=typeof t[1])throw new al(ot);return[n(t[0]),t[1]]}):[],Jr(function(n){for(var r=-1;++r<e;){var i=t[r];if(o(i[0],this,n))return o(i[1],this,n)}})}function Cs(t){return er(tr(t,st))}function ks(t){return function(){return t}}function Es(t,e){return null==t||t!==t?e:t}function Ms(t){return t}function Ts(t){return Dr(\"function\"==typeof t?t:tr(t,st))}function Ss(t){return jr(tr(t,st))}function Ns(t,e){return Br(t,tr(e,st))}function As(t,e,n){var r=Lc(e),i=pr(e,r);null!=n||tc(e)&&(i.length||!r.length)||(n=e,e=t,t=this,i=pr(e,Lc(e)));var o=!(tc(n)&&\"chain\"in n&&!n.chain),a=Qu(t);return u(i,function(n){var r=e[n];t[n]=r,a&&(t.prototype[n]=function(){var e=this.__chain__;if(o||e){var n=t(this.__wrapped__);return(n.__actions__=Oi(this.__actions__)).push({func:r,args:arguments,thisArg:t}),n.__chain__=e,n}return r.apply(t,d([this.value()],arguments))})}),t}function Ps(){return An._===this&&(An._=ml),this}function Os(){}function Is(t){return t=yc(t),Jr(function(e){return zr(e,t)})}function Ds(t){return Oo(t)?M($o(t)):Kr(t)}function Rs(t){return function(e){return null==t?nt:hr(t,e)}}function Ls(){return[]}function Us(){return!1}function Fs(){return{}}function js(){return\"\"}function Bs(){return!0}function Vs(t,e){if((t=yc(t))<1||t>Pt)return[];var n=Dt,r=Wl(t,Dt);e=mo(e),t-=Dt;for(var i=P(r,e);++n<t;)e(n);return i}function Ws(t){return hp(t)?h(t,$o):pc(t)?[t]:Oi(Sf(Cc(t)))}function zs(t){var e=++hl;return Cc(t)+e}function Hs(t){return t&&t.length?ar(t,Ms,gr):nt}function qs(t,e){return t&&t.length?ar(t,mo(e,2),gr):nt}function Ys(t){return E(t,Ms)}function Ks(t,e){return E(t,mo(e,2))}function Gs(t){return t&&t.length?ar(t,Ms,Ur):nt}function $s(t,e){return t&&t.length?ar(t,mo(e,2),Ur):nt}function Xs(t){return t&&t.length?A(t,Ms):0}function Qs(t,e){return t&&t.length?A(t,mo(e,2)):0}e=null==e?An:Yn.defaults(An.Object(),e,Yn.pick(An,yn));var Zs=e.Array,Js=e.Date,tl=e.Error,el=e.Function,nl=e.Math,rl=e.Object,il=e.RegExp,ol=e.String,al=e.TypeError,ul=Zs.prototype,cl=el.prototype,sl=rl.prototype,ll=e[\"__core-js_shared__\"],fl=cl.toString,pl=sl.hasOwnProperty,hl=0,dl=function(){var t=/[^.]+$/.exec(ll&&ll.keys&&ll.keys.IE_PROTO||\"\");return t?\"Symbol(src)_1.\"+t:\"\"}(),vl=sl.toString,gl=fl.call(rl),ml=An._,yl=il(\"^\"+fl.call(pl).replace(Ne,\"\\\\$&\").replace(/hasOwnProperty|(function).*?(?=\\\\\\()| for .+?(?=\\\\\\])/g,\"$1.*?\")+\"$\"),_l=In?e.Buffer:nt,bl=e.Symbol,xl=e.Uint8Array,wl=_l?_l.allocUnsafe:nt,Cl=q(rl.getPrototypeOf,rl),kl=rl.create,El=sl.propertyIsEnumerable,Ml=ul.splice,Tl=bl?bl.isConcatSpreadable:nt,Sl=bl?bl.iterator:nt,Nl=bl?bl.toStringTag:nt,Al=function(){try{var t=bo(rl,\"defineProperty\");return t({},\"\",{}),t}catch(t){}}(),Pl=e.clearTimeout!==An.clearTimeout&&e.clearTimeout,Ol=Js&&Js.now!==An.Date.now&&Js.now,Il=e.setTimeout!==An.setTimeout&&e.setTimeout,Dl=nl.ceil,Rl=nl.floor,Ll=rl.getOwnPropertySymbols,Ul=_l?_l.isBuffer:nt,Fl=e.isFinite,jl=ul.join,Bl=q(rl.keys,rl),Vl=nl.max,Wl=nl.min,zl=Js.now,Hl=e.parseInt,ql=nl.random,Yl=ul.reverse,Kl=bo(e,\"DataView\"),Gl=bo(e,\"Map\"),$l=bo(e,\"Promise\"),Xl=bo(e,\"Set\"),Ql=bo(e,\"WeakMap\"),Zl=bo(rl,\"create\"),Jl=Ql&&new Ql,tf={},ef=Xo(Kl),nf=Xo(Gl),rf=Xo($l),of=Xo(Xl),af=Xo(Ql),uf=bl?bl.prototype:nt,cf=uf?uf.valueOf:nt,sf=uf?uf.toString:nt,lf=function(){function t(){}return function(e){if(!tc(e))return{};if(kl)return kl(e);t.prototype=e;var n=new t;return t.prototype=nt,n}}();n.templateSettings={escape:Ce,evaluate:ke,interpolate:Ee,variable:\"\",imports:{_:n}},n.prototype=r.prototype,n.prototype.constructor=n,i.prototype=lf(r.prototype),i.prototype.constructor=i,y.prototype=lf(r.prototype),y.prototype.constructor=y,tt.prototype.clear=Ue,tt.prototype.delete=$e,tt.prototype.get=Xe,tt.prototype.has=Qe,tt.prototype.set=Ze,Je.prototype.clear=tn,Je.prototype.delete=en,Je.prototype.get=nn,Je.prototype.has=rn,Je.prototype.set=on,an.prototype.clear=un,an.prototype.delete=cn,an.prototype.get=sn,an.prototype.has=ln,an.prototype.set=fn,dn.prototype.add=dn.prototype.push=vn,dn.prototype.has=gn,mn.prototype.clear=wn,mn.prototype.delete=Cn,mn.prototype.get=kn,mn.prototype.has=En,mn.prototype.set=Sn;var ff=Fi(lr),pf=Fi(fr,!0),hf=ji(),df=ji(!0),vf=Jl?function(t,e){return Jl.set(t,e),t}:Ms,gf=Al?function(t,e){return Al(t,\"toString\",{configurable:!0,enumerable:!1,value:ks(e),writable:!0})}:Ms,mf=Jr,yf=Pl||function(t){return An.clearTimeout(t)},_f=Xl&&1/K(new Xl([,-0]))[1]==At?function(t){return new Xl(t)}:Os,bf=Jl?function(t){return Jl.get(t)}:Os,xf=Ll?function(t){return null==t?[]:(t=rl(t),l(Ll(t),function(e){return El.call(t,e)}))}:Ls,wf=Ll?function(t){for(var e=[];t;)d(e,xf(t)),t=Cl(t);return e}:Ls,Cf=vr;(Kl&&Cf(new Kl(new ArrayBuffer(1)))!=ae||Gl&&Cf(new Gl)!=Kt||$l&&\"[object Promise]\"!=Cf($l.resolve())||Xl&&Cf(new Xl)!=Jt||Ql&&Cf(new Ql)!=re)&&(Cf=function(t){var e=vr(t),n=e==Xt?t.constructor:nt,r=n?Xo(n):\"\";if(r)switch(r){case ef:return ae;case nf:return Kt;case rf:return\"[object Promise]\";case of:return Jt;case af:return re}return e});var kf=ll?Qu:Us,Ef=Ko(vf),Mf=Il||function(t,e){return An.setTimeout(t,e)},Tf=Ko(gf),Sf=function(t){var e=Tu(t,function(t){return n.size===ut&&n.clear(),t}),n=e.cache;return e}(function(t){var e=[];return 46===t.charCodeAt(0)&&e.push(\"\"),t.replace(Se,function(t,n,r,i){e.push(r?i.replace(Fe,\"$1\"):n||t)}),e}),Nf=Jr(function(t,e){return zu(t)?ir(t,sr(e,1,zu,!0)):[]}),Af=Jr(function(t,e){var n=ma(e);return zu(n)&&(n=nt),zu(t)?ir(t,sr(e,1,zu,!0),mo(n,2)):[]}),Pf=Jr(function(t,e){var n=ma(e);return zu(n)&&(n=nt),zu(t)?ir(t,sr(e,1,zu,!0),nt,n):[]}),Of=Jr(function(t){var e=h(t,yi);return e.length&&e[0]===t[0]?br(e):[]}),If=Jr(function(t){var e=ma(t),n=h(t,yi);return e===ma(n)?e=nt:n.pop(),n.length&&n[0]===t[0]?br(n,mo(e,2)):[]}),Df=Jr(function(t){var e=ma(t),n=h(t,yi);return e=\"function\"==typeof e?e:nt,e&&n.pop(),n.length&&n[0]===t[0]?br(n,nt,e):[]}),Rf=Jr(ba),Lf=fo(function(t,e){var n=null==t?0:t.length,r=Zn(t,e);return $r(t,h(e,function(t){return Ao(t,n)?+t:t}).sort(Si)),r}),Uf=Jr(function(t){return fi(sr(t,1,zu,!0))}),Ff=Jr(function(t){var e=ma(t);return zu(e)&&(e=nt),fi(sr(t,1,zu,!0),mo(e,2))}),jf=Jr(function(t){var e=ma(t);return e=\"function\"==typeof e?e:nt,fi(sr(t,1,zu,!0),nt,e)}),Bf=Jr(function(t,e){return zu(t)?ir(t,e):[]}),Vf=Jr(function(t){return gi(l(t,zu))}),Wf=Jr(function(t){var e=ma(t);return zu(e)&&(e=nt),gi(l(t,zu),mo(e,2))}),zf=Jr(function(t){var e=ma(t);return e=\"function\"==typeof e?e:nt,gi(l(t,zu),nt,e)}),Hf=Jr(Wa),qf=Jr(function(t){var e=t.length,n=e>1?t[e-1]:nt;return n=\"function\"==typeof n?(t.pop(),n):nt,za(t,n)}),Yf=fo(function(t){var e=t.length,n=e?t[0]:0,r=this.__wrapped__,o=function(e){return Zn(e,t)};return!(e>1||this.__actions__.length)&&r instanceof y&&Ao(n)?(r=r.slice(n,+n+(e?1:0)),r.__actions__.push({func:Ga,args:[o],thisArg:nt}),new i(r,this.__chain__).thru(function(t){return e&&!t.length&&t.push(nt),t})):this.thru(o)}),Kf=Li(function(t,e,n){pl.call(t,n)?++t[n]:Qn(t,n,1)}),Gf=qi(ua),$f=qi(ca),Xf=Li(function(t,e,n){pl.call(t,n)?t[n].push(e):Qn(t,n,[e])}),Qf=Jr(function(t,e,n){var r=-1,i=\"function\"==typeof e,a=Wu(t)?Zs(t.length):[];return ff(t,function(t){a[++r]=i?o(e,t,n):wr(t,e,n)}),a}),Zf=Li(function(t,e,n){Qn(t,n,e)}),Jf=Li(function(t,e,n){t[n?0:1].push(e)},function(){return[[],[]]}),tp=Jr(function(t,e){if(null==t)return[];var n=e.length;return n>1&&Po(t,e[0],e[1])?e=[]:n>2&&Po(e[0],e[1],e[2])&&(e=[e[0]]),Hr(t,sr(e,1),[])}),ep=Ol||function(){return An.Date.now()},np=Jr(function(t,e,n){var r=dt;if(n.length){var i=Y(n,go(np));r|=_t}return io(t,r,e,n,i)}),rp=Jr(function(t,e,n){var r=dt|vt;if(n.length){var i=Y(n,go(rp));r|=_t}return io(e,r,t,n,i)}),ip=Jr(function(t,e){return rr(t,1,e)}),op=Jr(function(t,e,n){return rr(t,bc(e)||0,n)});Tu.Cache=an;var ap=mf(function(t,e){e=1==e.length&&hp(e[0])?h(e[0],I(mo())):h(sr(e,1),I(mo()));var n=e.length;return Jr(function(r){for(var i=-1,a=Wl(r.length,n);++i<a;)r[i]=e[i].call(this,r[i]);return o(t,this,r)})}),up=Jr(function(t,e){var n=Y(e,go(up));return io(t,_t,nt,e,n)}),cp=Jr(function(t,e){var n=Y(e,go(cp));return io(t,bt,nt,e,n)}),sp=fo(function(t,e){return io(t,wt,nt,nt,nt,e)}),lp=to(gr),fp=to(function(t,e){return t>=e}),pp=Cr(function(){return arguments}())?Cr:function(t){return ec(t)&&pl.call(t,\"callee\")&&!El.call(t,\"callee\")},hp=Zs.isArray,dp=Ln?I(Ln):kr,vp=Ul||Us,gp=Un?I(Un):Er,mp=Fn?I(Fn):Sr,yp=jn?I(jn):Pr,_p=Bn?I(Bn):Or,bp=Vn?I(Vn):Ir,xp=to(Ur),wp=to(function(t,e){return t<=e}),Cp=Ui(function(t,e){if(Lo(e)||Wu(e))return void Ii(e,Lc(e),t);for(var n in e)pl.call(e,n)&&Wn(t,n,e[n])}),kp=Ui(function(t,e){Ii(e,Uc(e),t)}),Ep=Ui(function(t,e,n,r){Ii(e,Uc(e),t,r)}),Mp=Ui(function(t,e,n,r){Ii(e,Lc(e),t,r)}),Tp=fo(Zn),Sp=Jr(function(t,e){t=rl(t);var n=-1,r=e.length,i=r>2?e[2]:nt;for(i&&Po(e[0],e[1],i)&&(r=1);++n<r;)for(var o=e[n],a=Uc(o),u=-1,c=a.length;++u<c;){var s=a[u],l=t[s];(l===nt||Vu(l,sl[s])&&!pl.call(t,s))&&(t[s]=o[s])}return t}),Np=Jr(function(t){return t.push(nt,ao),o(Dp,nt,t)}),Ap=Gi(function(t,e,n){null!=e&&\"function\"!=typeof e.toString&&(e=vl.call(e)),t[e]=n},ks(Ms)),Pp=Gi(function(t,e,n){null!=e&&\"function\"!=typeof e.toString&&(e=vl.call(e)),pl.call(t,e)?t[e].push(n):t[e]=[n]},mo),Op=Jr(wr),Ip=Ui(function(t,e,n){Vr(t,e,n)}),Dp=Ui(function(t,e,n,r){Vr(t,e,n,r)}),Rp=fo(function(t,e){var n={};if(null==t)return n;var r=!1;e=h(e,function(e){return e=bi(e,t),r||(r=e.length>1),e}),Ii(t,ho(t),n),r&&(n=tr(n,st|lt|ft,uo));for(var i=e.length;i--;)pi(n,e[i]);return n}),Lp=fo(function(t,e){return null==t?{}:qr(t,e)}),Up=ro(Lc),Fp=ro(Uc),jp=Wi(function(t,e,n){return e=e.toLowerCase(),t+(n?ts(e):e)}),Bp=Wi(function(t,e,n){return t+(n?\"-\":\"\")+e.toLowerCase()}),Vp=Wi(function(t,e,n){return t+(n?\" \":\"\")+e.toLowerCase()}),Wp=Vi(\"toLowerCase\"),zp=Wi(function(t,e,n){return t+(n?\"_\":\"\")+e.toLowerCase()}),Hp=Wi(function(t,e,n){return t+(n?\" \":\"\")+Yp(e)}),qp=Wi(function(t,e,n){return t+(n?\" \":\"\")+e.toUpperCase()}),Yp=Vi(\"toUpperCase\"),Kp=Jr(function(t,e){try{return o(t,nt,e)}catch(t){return $u(t)?t:new tl(t)}}),Gp=fo(function(t,e){return u(e,function(e){e=$o(e),Qn(t,e,np(t[e],t))}),t}),$p=Yi(),Xp=Yi(!0),Qp=Jr(function(t,e){return function(n){return wr(n,t,e)}}),Zp=Jr(function(t,e){return function(n){return wr(t,n,e)}}),Jp=Xi(h),th=Xi(s),eh=Xi(m),nh=Ji(),rh=Ji(!0),ih=$i(function(t,e){return t+e},0),oh=no(\"ceil\"),ah=$i(function(t,e){return t/e},1),uh=no(\"floor\"),ch=$i(function(t,e){return t*e},1),sh=no(\"round\"),lh=$i(function(t,e){return t-e},0);return n.after=bu,n.ary=xu,n.assign=Cp,n.assignIn=kp,n.assignInWith=Ep,n.assignWith=Mp,n.at=Tp,n.before=wu,n.bind=np,n.bindAll=Gp,n.bindKey=rp,n.castArray=Ru,n.chain=Ya,n.chunk=Jo,n.compact=ta,n.concat=ea,n.cond=ws,n.conforms=Cs,n.constant=ks,n.countBy=Kf,n.create=kc,n.curry=Cu,n.curryRight=ku,n.debounce=Eu,n.defaults=Sp,n.defaultsDeep=Np,n.defer=ip,n.delay=op,n.difference=Nf,n.differenceBy=Af,n.differenceWith=Pf,n.drop=na,n.dropRight=ra,n.dropRightWhile=ia,n.dropWhile=oa,n.fill=aa,n.filter=ru,n.flatMap=iu,n.flatMapDeep=ou,n.flatMapDepth=au,n.flatten=sa,n.flattenDeep=la,n.flattenDepth=fa,n.flip=Mu,n.flow=$p,n.flowRight=Xp,n.fromPairs=pa,n.functions=Pc,n.functionsIn=Oc,n.groupBy=Xf,n.initial=va,n.intersection=Of,n.intersectionBy=If,n.intersectionWith=Df,n.invert=Ap,n.invertBy=Pp,n.invokeMap=Qf,n.iteratee=Ts,n.keyBy=Zf,n.keys=Lc,n.keysIn=Uc,n.map=lu,n.mapKeys=Fc,n.mapValues=jc,n.matches=Ss,n.matchesProperty=Ns,n.memoize=Tu,n.merge=Ip,n.mergeWith=Dp,n.method=Qp,n.methodOf=Zp,n.mixin=As,n.negate=Su,n.nthArg=Is,n.omit=Rp,n.omitBy=Bc,n.once=Nu,n.orderBy=fu,n.over=Jp,n.overArgs=ap,n.overEvery=th,n.overSome=eh,n.partial=up,n.partialRight=cp,n.partition=Jf,n.pick=Lp,n.pickBy=Vc,n.property=Ds,n.propertyOf=Rs,n.pull=Rf,n.pullAll=ba,n.pullAllBy=xa,n.pullAllWith=wa,n.pullAt=Lf,n.range=nh,n.rangeRight=rh,n.rearg=sp,n.reject=du,n.remove=Ca,n.rest=Au,n.reverse=ka,n.sampleSize=gu,n.set=zc,n.setWith=Hc,n.shuffle=mu,n.slice=Ea,n.sortBy=tp,n.sortedUniq=Oa,n.sortedUniqBy=Ia,n.split=fs,n.spread=Pu,n.tail=Da,n.take=Ra,n.takeRight=La,n.takeRightWhile=Ua,n.takeWhile=Fa,n.tap=Ka,n.throttle=Ou,n.thru=Ga,n.toArray=gc,n.toPairs=Up,n.toPairsIn=Fp,n.toPath=Ws,n.toPlainObject=xc,n.transform=qc,n.unary=Iu,n.union=Uf,n.unionBy=Ff,n.unionWith=jf,n.uniq=ja,n.uniqBy=Ba,n.uniqWith=Va,n.unset=Yc,n.unzip=Wa,n.unzipWith=za,n.update=Kc,n.updateWith=Gc,n.values=$c,n.valuesIn=Xc,n.without=Bf,n.words=xs,n.wrap=Du,n.xor=Vf,n.xorBy=Wf,n.xorWith=zf,n.zip=Hf,n.zipObject=Ha,n.zipObjectDeep=qa,n.zipWith=qf,n.entries=Up,n.entriesIn=Fp,n.extend=kp,n.extendWith=Ep,As(n,n),n.add=ih,n.attempt=Kp,n.camelCase=jp,n.capitalize=ts,n.ceil=oh,n.clamp=Qc,n.clone=Lu,n.cloneDeep=Fu,n.cloneDeepWith=ju,n.cloneWith=Uu,n.conformsTo=Bu,n.deburr=es,n.defaultTo=Es,n.divide=ah,n.endsWith=ns,n.eq=Vu,n.escape=rs,n.escapeRegExp=is,n.every=nu,n.find=Gf,n.findIndex=ua,n.findKey=Ec,n.findLast=$f,n.findLastIndex=ca,n.findLastKey=Mc,n.floor=uh,n.forEach=uu,n.forEachRight=cu,n.forIn=Tc,n.forInRight=Sc,n.forOwn=Nc,n.forOwnRight=Ac,n.get=Ic,n.gt=lp,n.gte=fp,n.has=Dc,n.hasIn=Rc,n.head=ha,n.identity=Ms,n.includes=su,n.indexOf=da,n.inRange=Zc,n.invoke=Op,n.isArguments=pp,n.isArray=hp,n.isArrayBuffer=dp,n.isArrayLike=Wu,n.isArrayLikeObject=zu,n.isBoolean=Hu,n.isBuffer=vp,n.isDate=gp,n.isElement=qu,n.isEmpty=Yu,n.isEqual=Ku,n.isEqualWith=Gu,n.isError=$u,n.isFinite=Xu,n.isFunction=Qu,n.isInteger=Zu,n.isLength=Ju,n.isMap=mp,n.isMatch=nc,n.isMatchWith=rc,n.isNaN=ic,n.isNative=oc,n.isNil=uc,n.isNull=ac,n.isNumber=cc,n.isObject=tc,n.isObjectLike=ec,n.isPlainObject=sc,n.isRegExp=yp,n.isSafeInteger=lc,n.isSet=_p,n.isString=fc,n.isSymbol=pc,n.isTypedArray=bp,n.isUndefined=hc,n.isWeakMap=dc,n.isWeakSet=vc,n.join=ga,n.kebabCase=Bp,n.last=ma,n.lastIndexOf=ya,n.lowerCase=Vp,n.lowerFirst=Wp,n.lt=xp,n.lte=wp,n.max=Hs,n.maxBy=qs,n.mean=Ys,n.meanBy=Ks,n.min=Gs,n.minBy=$s,n.stubArray=Ls,n.stubFalse=Us,n.stubObject=Fs,n.stubString=js,n.stubTrue=Bs,n.multiply=ch,n.nth=_a,n.noConflict=Ps,n.noop=Os,n.now=ep,n.pad=os,n.padEnd=as,n.padStart=us,n.parseInt=cs,n.random=Jc,n.reduce=pu,n.reduceRight=hu,n.repeat=ss,n.replace=ls,n.result=Wc,n.round=sh,n.runInContext=t,n.sample=vu,n.size=yu,n.snakeCase=zp,n.some=_u,n.sortedIndex=Ma,n.sortedIndexBy=Ta,n.sortedIndexOf=Sa,n.sortedLastIndex=Na,n.sortedLastIndexBy=Aa,n.sortedLastIndexOf=Pa,n.startCase=Hp,n.startsWith=ps,n.subtract=lh,n.sum=Xs,n.sumBy=Qs,n.template=hs,n.times=Vs,n.toFinite=mc,n.toInteger=yc,n.toLength=_c,n.toLower=ds,n.toNumber=bc,n.toSafeInteger=wc,n.toString=Cc,n.toUpper=vs,n.trim=gs,n.trimEnd=ms,n.trimStart=ys,n.truncate=_s,n.unescape=bs,n.uniqueId=zs,n.upperCase=qp,n.upperFirst=Yp,n.each=uu,n.eachRight=cu,n.first=ha,As(n,function(){var t={};return lr(n,function(e,r){pl.call(n.prototype,r)||(t[r]=e)}),t}(),{chain:!1}),n.VERSION=\"4.17.11\",u([\"bind\",\"bindKey\",\"curry\",\"curryRight\",\"partial\",\"partialRight\"],function(t){n[t].placeholder=n}),u([\"drop\",\"take\"],function(t,e){y.prototype[t]=function(n){n=n===nt?1:Vl(yc(n),0);var r=this.__filtered__&&!e?new y(this):this.clone();return r.__filtered__?r.__takeCount__=Wl(n,r.__takeCount__):r.__views__.push({size:Wl(n,Dt),type:t+(r.__dir__<0?\"Right\":\"\")}),r},y.prototype[t+\"Right\"]=function(e){return this.reverse()[t](e).reverse()}}),u([\"filter\",\"map\",\"takeWhile\"],function(t,e){var n=e+1,r=n==St||3==n;y.prototype[t]=function(t){var e=this.clone();return e.__iteratees__.push({iteratee:mo(t,3),type:n}),e.__filtered__=e.__filtered__||r,e}}),u([\"head\",\"last\"],function(t,e){var n=\"take\"+(e?\"Right\":\"\");y.prototype[t]=function(){return this[n](1).value()[0]}}),u([\"initial\",\"tail\"],function(t,e){var n=\"drop\"+(e?\"\":\"Right\");y.prototype[t]=function(){return this.__filtered__?new y(this):this[n](1)}}),y.prototype.compact=function(){return this.filter(Ms)},y.prototype.find=function(t){return this.filter(t).head()},y.prototype.findLast=function(t){return this.reverse().find(t)},y.prototype.invokeMap=Jr(function(t,e){return\"function\"==typeof t?new y(this):this.map(function(n){return wr(n,t,e)})}),y.prototype.reject=function(t){return this.filter(Su(mo(t)))},y.prototype.slice=function(t,e){t=yc(t);var n=this;return n.__filtered__&&(t>0||e<0)?new y(n):(t<0?n=n.takeRight(-t):t&&(n=n.drop(t)),e!==nt&&(e=yc(e),n=e<0?n.dropRight(-e):n.take(e-t)),n)},y.prototype.takeRightWhile=function(t){return this.reverse().takeWhile(t).reverse()},y.prototype.toArray=function(){return this.take(Dt)},lr(y.prototype,function(t,e){var r=/^(?:filter|find|map|reject)|While$/.test(e),o=/^(?:head|last)$/.test(e),a=n[o?\"take\"+(\"last\"==e?\"Right\":\"\"):e],u=o||/^find/.test(e);a&&(n.prototype[e]=function(){var e=this.__wrapped__,c=o?[1]:arguments,s=e instanceof y,l=c[0],f=s||hp(e),p=function(t){var e=a.apply(n,d([t],c));return o&&h?e[0]:e};f&&r&&\"function\"==typeof l&&1!=l.length&&(s=f=!1);var h=this.__chain__,v=!!this.__actions__.length,g=u&&!h,m=s&&!v;if(!u&&f){e=m?e:new y(this);var _=t.apply(e,c);return _.__actions__.push({func:Ga,args:[p],thisArg:nt}),new i(_,h)}return g&&m?t.apply(this,c):(_=this.thru(p),g?o?_.value()[0]:_.value():_)})}),u([\"pop\",\"push\",\"shift\",\"sort\",\"splice\",\"unshift\"],function(t){var e=ul[t],r=/^(?:push|sort|unshift)$/.test(t)?\"tap\":\"thru\",i=/^(?:pop|shift)$/.test(t);n.prototype[t]=function(){var t=arguments;if(i&&!this.__chain__){var n=this.value();return e.apply(hp(n)?n:[],t)}return this[r](function(n){return e.apply(hp(n)?n:[],t)})}}),lr(y.prototype,function(t,e){var r=n[e];if(r){var i=r.name+\"\";(tf[i]||(tf[i]=[])).push({name:e,func:r})}}),tf[Ki(nt,vt).name]=[{name:\"wrapper\",func:nt}],y.prototype.clone=T,y.prototype.reverse=$,y.prototype.value=J,n.prototype.at=Yf,n.prototype.chain=$a,n.prototype.commit=Xa,n.prototype.next=Qa,n.prototype.plant=Ja,n.prototype.reverse=tu,n.prototype.toJSON=n.prototype.valueOf=n.prototype.value=eu,n.prototype.first=n.prototype.head,Sl&&(n.prototype[Sl]=Za),n}();An._=Yn,(i=function(){return Yn}.call(e,n,e,r))!==nt&&(r.exports=i)}).call(this)}).call(e,n(98),n(99)(t))},function(t,e,n){\"use strict\";var r={remove:function(t){t._reactInternalInstance=void 0},get:function(t){return t._reactInternalInstance},has:function(t){return void 0!==t._reactInternalInstance},set:function(t,e){t._reactInternalInstance=e}};t.exports=r},function(t,e,n){\"use strict\";function r(t){for(var e=arguments.length-1,n=\"Minified React error #\"+t+\"; visit http://facebook.github.io/react/docs/error-decoder.html?invariant=\"+t,r=0;r<e;r++)n+=\"&args[]=\"+encodeURIComponent(arguments[r+1]);n+=\" for the full message or use the non-minified dev environment for full errors and additional helpful warnings.\";var i=new Error(n);throw i.name=\"Invariant Violation\",i.framesToPop=1,i}t.exports=r},function(t,e,n){\"use strict\";t.exports=n(26)},function(t,e,n){\"use strict\";var r=n(63);e.a=function(t){return t=n.i(r.a)(Math.abs(t)),t?t[1]:NaN}},function(t,e,n){\"use strict\";e.a=function(t,e){return t=+t,e-=t,function(n){return t+e*n}}},function(t,e,n){\"use strict\";function r(t,e){return(e-=t=+t)?function(n){return(n-t)/e}:n.i(h.a)(e)}function i(t){return function(e,n){var r=t(e=+e,n=+n);return function(t){return t<=e?0:t>=n?1:r(t)}}}function o(t){return function(e,n){var r=t(e=+e,n=+n);return function(t){return t<=0?e:t>=1?n:r(t)}}}function a(t,e,n,r){var i=t[0],o=t[1],a=e[0],u=e[1];return o<i?(i=n(o,i),a=r(u,a)):(i=n(i,o),a=r(a,u)),function(t){return a(i(t))}}function u(t,e,r,i){var o=Math.min(t.length,e.length)-1,a=new Array(o),u=new Array(o),c=-1;for(t[o]<t[0]&&(t=t.slice().reverse(),e=e.slice().reverse());++c<o;)a[c]=r(t[c],t[c+1]),u[c]=i(e[c],e[c+1]);return function(e){var r=n.i(l.bisect)(t,e,1,o)-1;return u[r](a[r](e))}}function c(t,e){return e.domain(t.domain()).range(t.range()).interpolate(t.interpolate()).clamp(t.clamp())}function s(t,e){function n(){return s=Math.min(g.length,m.length)>2?u:a,l=h=null,c}function c(e){return(l||(l=s(g,m,_?i(t):t,y)))(+e)}var s,l,h,g=v,m=v,y=f.b,_=!1;return c.invert=function(t){return(h||(h=s(m,g,r,_?o(e):e)))(+t)},c.domain=function(t){return arguments.length?(g=p.a.call(t,d.a),n()):g.slice()},c.range=function(t){return arguments.length?(m=p.b.call(t),n()):m.slice()},c.rangeRound=function(t){return m=p.b.call(t),y=f.c,n()},c.clamp=function(t){return arguments.length?(_=!!t,n()):_},c.interpolate=function(t){return arguments.length?(y=t,n()):y},n()}e.b=r,e.c=c,e.a=s;var l=n(7),f=n(30),p=n(16),h=n(67),d=n(126),v=[0,1]},function(t,e,n){\"use strict\";function r(t){return function(){var e=this.ownerDocument,n=this.namespaceURI;return n===a.b&&e.documentElement.namespaceURI===a.b?e.createElement(t):e.createElementNS(n,t)}}function i(t){return function(){return this.ownerDocument.createElementNS(t.space,t.local)}}var o=n(68),a=n(69);e.a=function(t){var e=n.i(o.a)(t);return(e.local?i:r)(e)}},function(t,e,n){\"use strict\";e.a=function(t,e){var n=t.ownerSVGElement||t;if(n.createSVGPoint){var r=n.createSVGPoint();return r.x=e.clientX,r.y=e.clientY,r=r.matrixTransform(t.getScreenCTM().inverse()),[r.x,r.y]}var i=t.getBoundingClientRect();return[e.clientX-i.left-t.clientLeft,e.clientY-i.top-t.clientTop]}},function(t,e,n){\"use strict\";function r(t,e,n){t._context.bezierCurveTo((2*t._x0+t._x1)/3,(2*t._y0+t._y1)/3,(t._x0+2*t._x1)/3,(t._y0+2*t._y1)/3,(t._x0+4*t._x1+e)/6,(t._y0+4*t._y1+n)/6)}function i(t){this._context=t}e.c=r,e.b=i,i.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._y0=this._y1=NaN,this._point=0},lineEnd:function(){switch(this._point){case 3:r(this,this._x1,this._y1);case 2:this._context.lineTo(this._x1,this._y1)}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;break;case 2:this._point=3,this._context.lineTo((5*this._x0+this._x1)/6,(5*this._y0+this._y1)/6);default:r(this,t,e)}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e}},e.a=function(t){return new i(t)}},function(t,e,n){\"use strict\";function r(t,e,n){t._context.bezierCurveTo(t._x1+t._k*(t._x2-t._x0),t._y1+t._k*(t._y2-t._y0),t._x2+t._k*(t._x1-e),t._y2+t._k*(t._y1-n),t._x2,t._y2)}function i(t,e){this._context=t,this._k=(1-e)/6}e.c=r,e.b=i,i.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._point=0},lineEnd:function(){switch(this._point){case 2:this._context.lineTo(this._x2,this._y2);break;case 3:r(this,this._x1,this._y1)}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2,this._x1=t,this._y1=e;break;case 2:this._point=3;default:r(this,t,e)}this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return new i(t,e)}return n.tension=function(e){return t(+e)},n}(0)},function(t,e,n){\"use strict\";function r(t){this._context=t}r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._point=0},lineEnd:function(){(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;default:this._context.lineTo(t,e)}}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";e.a=function(){}},function(t,e,n){\"use strict\";var r={};t.exports=r},function(t,e,n){\"use strict\";function r(t){return\"topMouseUp\"===t||\"topTouchEnd\"===t||\"topTouchCancel\"===t}function i(t){return\"topMouseMove\"===t||\"topTouchMove\"===t}function o(t){return\"topMouseDown\"===t||\"topTouchStart\"===t}function a(t,e,n,r){var i=t.type||\"unknown-event\";t.currentTarget=m.getNodeFromInstance(r),e?v.invokeGuardedCallbackWithCatch(i,n,t):v.invokeGuardedCallback(i,n,t),t.currentTarget=null}function u(t,e){var n=t._dispatchListeners,r=t._dispatchInstances;if(Array.isArray(n))for(var i=0;i<n.length&&!t.isPropagationStopped();i++)a(t,e,n[i],r[i]);else n&&a(t,e,n,r);t._dispatchListeners=null,t._dispatchInstances=null}function c(t){var e=t._dispatchListeners,n=t._dispatchInstances;if(Array.isArray(e)){for(var r=0;r<e.length&&!t.isPropagationStopped();r++)if(e[r](t,n[r]))return n[r]}else if(e&&e(t,n))return n;return null}function s(t){var e=c(t);return t._dispatchInstances=null,t._dispatchListeners=null,e}function l(t){var e=t._dispatchListeners,n=t._dispatchInstances;Array.isArray(e)&&d(\"103\"),t.currentTarget=e?m.getNodeFromInstance(n):null;var r=e?e(t):null;return t.currentTarget=null,t._dispatchListeners=null,t._dispatchInstances=null,r}function f(t){return!!t._dispatchListeners}var p,h,d=n(1),v=n(88),g=(n(0),n(2),{injectComponentTree:function(t){p=t},injectTreeTraversal:function(t){h=t}}),m={isEndish:r,isMoveish:i,isStartish:o,executeDirectDispatch:l,executeDispatchesInOrder:u,executeDispatchesInOrderStopAtTrue:s,hasDispatches:f,getInstanceFromNode:function(t){return p.getInstanceFromNode(t)},getNodeFromInstance:function(t){return p.getNodeFromInstance(t)},isAncestor:function(t,e){return h.isAncestor(t,e)},getLowestCommonAncestor:function(t,e){return h.getLowestCommonAncestor(t,e)},getParentInstance:function(t){return h.getParentInstance(t)},traverseTwoPhase:function(t,e,n){return h.traverseTwoPhase(t,e,n)},traverseEnterLeave:function(t,e,n,r,i){return h.traverseEnterLeave(t,e,n,r,i)},injection:g};t.exports=m},function(t,e,n){\"use strict\";function r(t){return Object.prototype.hasOwnProperty.call(t,v)||(t[v]=h++,f[t[v]]={}),f[t[v]]}var i,o=n(3),a=n(84),u=n(374),c=n(90),s=n(406),l=n(95),f={},p=!1,h=0,d={topAbort:\"abort\",topAnimationEnd:s(\"animationend\")||\"animationend\",topAnimationIteration:s(\"animationiteration\")||\"animationiteration\",topAnimationStart:s(\"animationstart\")||\"animationstart\",topBlur:\"blur\",topCanPlay:\"canplay\",topCanPlayThrough:\"canplaythrough\",topChange:\"change\",topClick:\"click\",topCompositionEnd:\"compositionend\",topCompositionStart:\"compositionstart\",topCompositionUpdate:\"compositionupdate\",topContextMenu:\"contextmenu\",topCopy:\"copy\",topCut:\"cut\",topDoubleClick:\"dblclick\",topDrag:\"drag\",topDragEnd:\"dragend\",topDragEnter:\"dragenter\",topDragExit:\"dragexit\",topDragLeave:\"dragleave\",topDragOver:\"dragover\",topDragStart:\"dragstart\",topDrop:\"drop\",topDurationChange:\"durationchange\",topEmptied:\"emptied\",topEncrypted:\"encrypted\",topEnded:\"ended\",topError:\"error\",topFocus:\"focus\",topInput:\"input\",topKeyDown:\"keydown\",topKeyPress:\"keypress\",topKeyUp:\"keyup\",topLoadedData:\"loadeddata\",topLoadedMetadata:\"loadedmetadata\",topLoadStart:\"loadstart\",topMouseDown:\"mousedown\",topMouseMove:\"mousemove\",topMouseOut:\"mouseout\",topMouseOver:\"mouseover\",topMouseUp:\"mouseup\",topPaste:\"paste\",topPause:\"pause\",topPlay:\"play\",topPlaying:\"playing\",topProgress:\"progress\",topRateChange:\"ratechange\",topScroll:\"scroll\",topSeeked:\"seeked\",topSeeking:\"seeking\",topSelectionChange:\"selectionchange\",topStalled:\"stalled\",topSuspend:\"suspend\",topTextInput:\"textInput\",topTimeUpdate:\"timeupdate\",topTouchCancel:\"touchcancel\",topTouchEnd:\"touchend\",topTouchMove:\"touchmove\",topTouchStart:\"touchstart\",topTransitionEnd:s(\"transitionend\")||\"transitionend\",topVolumeChange:\"volumechange\",topWaiting:\"waiting\",topWheel:\"wheel\"},v=\"_reactListenersID\"+String(Math.random()).slice(2),g=o({},u,{ReactEventListener:null,injection:{injectReactEventListener:function(t){t.setHandleTopLevel(g.handleTopLevel),g.ReactEventListener=t}},setEnabled:function(t){g.ReactEventListener&&g.ReactEventListener.setEnabled(t)},isEnabled:function(){return!(!g.ReactEventListener||!g.ReactEventListener.isEnabled())},listenTo:function(t,e){for(var n=e,i=r(n),o=a.registrationNameDependencies[t],u=0;u<o.length;u++){var c=o[u];i.hasOwnProperty(c)&&i[c]||(\"topWheel\"===c?l(\"wheel\")?g.ReactEventListener.trapBubbledEvent(\"topWheel\",\"wheel\",n):l(\"mousewheel\")?g.ReactEventListener.trapBubbledEvent(\"topWheel\",\"mousewheel\",n):g.ReactEventListener.trapBubbledEvent(\"topWheel\",\"DOMMouseScroll\",n):\"topScroll\"===c?l(\"scroll\",!0)?g.ReactEventListener.trapCapturedEvent(\"topScroll\",\"scroll\",n):g.ReactEventListener.trapBubbledEvent(\"topScroll\",\"scroll\",g.ReactEventListener.WINDOW_HANDLE):\"topFocus\"===c||\"topBlur\"===c?(l(\"focus\",!0)?(g.ReactEventListener.trapCapturedEvent(\"topFocus\",\"focus\",n),g.ReactEventListener.trapCapturedEvent(\"topBlur\",\"blur\",n)):l(\"focusin\")&&(g.ReactEventListener.trapBubbledEvent(\"topFocus\",\"focusin\",n),g.ReactEventListener.trapBubbledEvent(\"topBlur\",\"focusout\",n)),i.topBlur=!0,i.topFocus=!0):d.hasOwnProperty(c)&&g.ReactEventListener.trapBubbledEvent(c,d[c],n),i[c]=!0)}},trapBubbledEvent:function(t,e,n){return g.ReactEventListener.trapBubbledEvent(t,e,n)},trapCapturedEvent:function(t,e,n){return g.ReactEventListener.trapCapturedEvent(t,e,n)},supportsEventPageXY:function(){if(!document.createEvent)return!1;var t=document.createEvent(\"MouseEvent\");return null!=t&&\"pageX\"in t},ensureScrollValueMonitoring:function(){if(void 0===i&&(i=g.supportsEventPageXY()),!i&&!p){var t=c.refreshScrollValues;g.ReactEventListener.monitorScrollValue(t),p=!0}}});t.exports=g},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(25),o=n(90),a=n(93),u={screenX:null,screenY:null,clientX:null,clientY:null,ctrlKey:null,shiftKey:null,altKey:null,metaKey:null,getModifierState:a,button:function(t){var e=t.button;return\"which\"in t?e:2===e?2:4===e?1:0},buttons:null,relatedTarget:function(t){return t.relatedTarget||(t.fromElement===t.srcElement?t.toElement:t.fromElement)},pageX:function(t){return\"pageX\"in t?t.pageX:t.clientX+o.currentScrollLeft},pageY:function(t){return\"pageY\"in t?t.pageY:t.clientY+o.currentScrollTop}};i.augmentClass(r,u),t.exports=r},function(t,e,n){\"use strict\";var r=n(1),i=(n(0),{}),o={reinitializeTransaction:function(){this.transactionWrappers=this.getTransactionWrappers(),this.wrapperInitData?this.wrapperInitData.length=0:this.wrapperInitData=[],this._isInTransaction=!1},_isInTransaction:!1,getTransactionWrappers:null,isInTransaction:function(){return!!this._isInTransaction},perform:function(t,e,n,i,o,a,u,c){this.isInTransaction()&&r(\"27\");var s,l;try{this._isInTransaction=!0,s=!0,this.initializeAll(0),l=t.call(e,n,i,o,a,u,c),s=!1}finally{try{if(s)try{this.closeAll(0)}catch(t){}else this.closeAll(0)}finally{this._isInTransaction=!1}}return l},initializeAll:function(t){for(var e=this.transactionWrappers,n=t;n<e.length;n++){var r=e[n];try{this.wrapperInitData[n]=i,this.wrapperInitData[n]=r.initialize?r.initialize.call(this):null}finally{if(this.wrapperInitData[n]===i)try{this.initializeAll(n+1)}catch(t){}}}},closeAll:function(t){this.isInTransaction()||r(\"28\");for(var e=this.transactionWrappers,n=t;n<e.length;n++){var o,a=e[n],u=this.wrapperInitData[n];try{o=!0,u!==i&&a.close&&a.close.call(this,u),o=!1}finally{if(o)try{this.closeAll(n+1)}catch(t){}}}this.wrapperInitData.length=0}};t.exports=o},function(t,e,n){\"use strict\";function r(t){var e=\"\"+t,n=o.exec(e);if(!n)return e;var r,i=\"\",a=0,u=0;for(a=n.index;a<e.length;a++){switch(e.charCodeAt(a)){case 34:r=\"&quot;\";break;case 38:r=\"&amp;\";break;case 39:r=\"&#x27;\";break;case 60:r=\"&lt;\";break;case 62:r=\"&gt;\";break;default:continue}u!==a&&(i+=e.substring(u,a)),u=a+1,i+=r}return u!==a?i+e.substring(u,a):i}function i(t){return\"boolean\"==typeof t||\"number\"==typeof t?\"\"+t:r(t)}var o=/[\"'&<>]/;t.exports=i},function(t,e,n){\"use strict\";var r,i=n(6),o=n(83),a=/^[ \\r\\n\\t\\f]/,u=/<(!--|link|noscript|meta|script|style)[ \\r\\n\\t\\f\\/>]/,c=n(91),s=c(function(t,e){if(t.namespaceURI!==o.svg||\"innerHTML\"in t)t.innerHTML=e;else{r=r||document.createElement(\"div\"),r.innerHTML=\"<svg>\"+e+\"</svg>\";for(var n=r.firstChild;n.firstChild;)t.appendChild(n.firstChild)}});if(i.canUseDOM){var l=document.createElement(\"div\");l.innerHTML=\" \",\"\"===l.innerHTML&&(s=function(t,e){if(t.parentNode&&t.parentNode.replaceChild(t,t),a.test(e)||\"<\"===e[0]&&u.test(e)){t.innerHTML=String.fromCharCode(65279)+e;var n=t.firstChild;1===n.data.length?t.removeChild(n):n.deleteData(0,1)}else t.innerHTML=e}),l=null}t.exports=s},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0}),e.default={colors:{RdBu:[\"rgb(255, 13, 87)\",\"rgb(30, 136, 229)\"],GnPR:[\"rgb(24, 196, 93)\",\"rgb(124, 82, 255)\"],CyPU:[\"#0099C6\",\"#990099\"],PkYg:[\"#DD4477\",\"#66AA00\"],DrDb:[\"#B82E2E\",\"#316395\"],LpLb:[\"#994499\",\"#22AA99\"],YlDp:[\"#AAAA11\",\"#6633CC\"],OrId:[\"#E67300\",\"#3E0099\"]},gray:\"#777\"}},function(t,e,n){\"use strict\";var r=n(28);e.a=function(t,e,n){if(null==n&&(n=r.a),i=t.length){if((e=+e)<=0||i<2)return+n(t[0],0,t);if(e>=1)return+n(t[i-1],i-1,t);var i,o=(i-1)*e,a=Math.floor(o),u=+n(t[a],a,t);return u+(+n(t[a+1],a+1,t)-u)*(o-a)}}},function(t,e,n){\"use strict\";function r(){}function i(t,e){var n=new r;if(t instanceof r)t.each(function(t,e){n.set(e,t)});else if(Array.isArray(t)){var i,o=-1,a=t.length;if(null==e)for(;++o<a;)n.set(o,t[o]);else for(;++o<a;)n.set(e(i=t[o],o,t),i)}else if(t)for(var u in t)n.set(u,t[u]);return n}n.d(e,\"b\",function(){return o});var o=\"$\";r.prototype=i.prototype={constructor:r,has:function(t){return o+t in this},get:function(t){return this[o+t]},set:function(t,e){return this[o+t]=e,this},remove:function(t){var e=o+t;return e in this&&delete this[e]},clear:function(){for(var t in this)t[0]===o&&delete this[t]},keys:function(){var t=[];for(var e in this)e[0]===o&&t.push(e.slice(1));return t},values:function(){var t=[];for(var e in this)e[0]===o&&t.push(this[e]);return t},entries:function(){var t=[];for(var e in this)e[0]===o&&t.push({key:e.slice(1),value:this[e]});return t},size:function(){var t=0;for(var e in this)e[0]===o&&++t;return t},empty:function(){for(var t in this)if(t[0]===o)return!1;return!0},each:function(t){for(var e in this)e[0]===o&&t(this[e],e.slice(1),this)}},e.a=i},function(t,e,n){\"use strict\";function r(){}function i(t){var e;return t=(t+\"\").trim().toLowerCase(),(e=x.exec(t))?(e=parseInt(e[1],16),new s(e>>8&15|e>>4&240,e>>4&15|240&e,(15&e)<<4|15&e,1)):(e=w.exec(t))?o(parseInt(e[1],16)):(e=C.exec(t))?new s(e[1],e[2],e[3],1):(e=k.exec(t))?new s(255*e[1]/100,255*e[2]/100,255*e[3]/100,1):(e=E.exec(t))?a(e[1],e[2],e[3],e[4]):(e=M.exec(t))?a(255*e[1]/100,255*e[2]/100,255*e[3]/100,e[4]):(e=T.exec(t))?l(e[1],e[2]/100,e[3]/100,1):(e=S.exec(t))?l(e[1],e[2]/100,e[3]/100,e[4]):N.hasOwnProperty(t)?o(N[t]):\"transparent\"===t?new s(NaN,NaN,NaN,0):null}function o(t){return new s(t>>16&255,t>>8&255,255&t,1)}function a(t,e,n,r){return r<=0&&(t=e=n=NaN),new s(t,e,n,r)}function u(t){return t instanceof r||(t=i(t)),t?(t=t.rgb(),new s(t.r,t.g,t.b,t.opacity)):new s}function c(t,e,n,r){return 1===arguments.length?u(t):new s(t,e,n,null==r?1:r)}function s(t,e,n,r){this.r=+t,this.g=+e,this.b=+n,this.opacity=+r}function l(t,e,n,r){return r<=0?t=e=n=NaN:n<=0||n>=1?t=e=NaN:e<=0&&(t=NaN),new h(t,e,n,r)}function f(t){if(t instanceof h)return new h(t.h,t.s,t.l,t.opacity);if(t instanceof r||(t=i(t)),!t)return new h;if(t instanceof h)return t;t=t.rgb();var e=t.r/255,n=t.g/255,o=t.b/255,a=Math.min(e,n,o),u=Math.max(e,n,o),c=NaN,s=u-a,l=(u+a)/2;return s?(c=e===u?(n-o)/s+6*(n<o):n===u?(o-e)/s+2:(e-n)/s+4,s/=l<.5?u+a:2-u-a,c*=60):s=l>0&&l<1?0:c,new h(c,s,l,t.opacity)}function p(t,e,n,r){return 1===arguments.length?f(t):new h(t,e,n,null==r?1:r)}function h(t,e,n,r){this.h=+t,this.s=+e,this.l=+n,this.opacity=+r}function d(t,e,n){return 255*(t<60?e+(n-e)*t/60:t<180?n:t<240?e+(n-e)*(240-t)/60:e)}e.f=r,n.d(e,\"h\",function(){return g}),n.d(e,\"g\",function(){return m}),e.a=i,e.e=u,e.b=c,e.d=s,e.c=p;var v=n(62),g=.7,m=1/g,y=\"\\\\s*([+-]?\\\\d+)\\\\s*\",_=\"\\\\s*([+-]?\\\\d*\\\\.?\\\\d+(?:[eE][+-]?\\\\d+)?)\\\\s*\",b=\"\\\\s*([+-]?\\\\d*\\\\.?\\\\d+(?:[eE][+-]?\\\\d+)?)%\\\\s*\",x=/^#([0-9a-f]{3})$/,w=/^#([0-9a-f]{6})$/,C=new RegExp(\"^rgb\\\\(\"+[y,y,y]+\"\\\\)$\"),k=new RegExp(\"^rgb\\\\(\"+[b,b,b]+\"\\\\)$\"),E=new RegExp(\"^rgba\\\\(\"+[y,y,y,_]+\"\\\\)$\"),M=new RegExp(\"^rgba\\\\(\"+[b,b,b,_]+\"\\\\)$\"),T=new RegExp(\"^hsl\\\\(\"+[_,b,b]+\"\\\\)$\"),S=new RegExp(\"^hsla\\\\(\"+[_,b,b,_]+\"\\\\)$\"),N={aliceblue:15792383,antiquewhite:16444375,aqua:65535,aquamarine:8388564,azure:15794175,beige:16119260,bisque:16770244,black:0,blanchedalmond:16772045,blue:255,blueviolet:9055202,brown:10824234,burlywood:14596231,cadetblue:6266528,chartreuse:8388352,chocolate:13789470,coral:16744272,cornflowerblue:6591981,cornsilk:16775388,crimson:14423100,cyan:65535,darkblue:139,darkcyan:35723,darkgoldenrod:12092939,darkgray:11119017,darkgreen:25600,darkgrey:11119017,darkkhaki:12433259,darkmagenta:9109643,darkolivegreen:5597999,darkorange:16747520,darkorchid:10040012,darkred:9109504,darksalmon:15308410,darkseagreen:9419919,darkslateblue:4734347,darkslategray:3100495,darkslategrey:3100495,darkturquoise:52945,darkviolet:9699539,deeppink:16716947,deepskyblue:49151,dimgray:6908265,dimgrey:6908265,dodgerblue:2003199,firebrick:11674146,floralwhite:16775920,forestgreen:2263842,fuchsia:16711935,gainsboro:14474460,ghostwhite:16316671,gold:16766720,goldenrod:14329120,gray:8421504,green:32768,greenyellow:11403055,grey:8421504,honeydew:15794160,hotpink:16738740,indianred:13458524,indigo:4915330,ivory:16777200,khaki:15787660,lavender:15132410,lavenderblush:16773365,lawngreen:8190976,lemonchiffon:16775885,lightblue:11393254,lightcoral:15761536,lightcyan:14745599,lightgoldenrodyellow:16448210,lightgray:13882323,lightgreen:9498256,lightgrey:13882323,lightpink:16758465,lightsalmon:16752762,lightseagreen:2142890,lightskyblue:8900346,lightslategray:7833753,lightslategrey:7833753,lightsteelblue:11584734,lightyellow:16777184,lime:65280,limegreen:3329330,linen:16445670,magenta:16711935,maroon:8388608,mediumaquamarine:6737322,mediumblue:205,mediumorchid:12211667,mediumpurple:9662683,mediumseagreen:3978097,mediumslateblue:8087790,mediumspringgreen:64154,mediumturquoise:4772300,mediumvioletred:13047173,midnightblue:1644912,mintcream:16121850,mistyrose:16770273,moccasin:16770229,navajowhite:16768685,navy:128,oldlace:16643558,olive:8421376,olivedrab:7048739,orange:16753920,orangered:16729344,orchid:14315734,palegoldenrod:15657130,palegreen:10025880,paleturquoise:11529966,palevioletred:14381203,papayawhip:16773077,peachpuff:16767673,peru:13468991,pink:16761035,plum:14524637,powderblue:11591910,purple:8388736,rebeccapurple:6697881,red:16711680,rosybrown:12357519,royalblue:4286945,saddlebrown:9127187,salmon:16416882,sandybrown:16032864,seagreen:3050327,seashell:16774638,sienna:10506797,silver:12632256,skyblue:8900331,slateblue:6970061,slategray:7372944,slategrey:7372944,snow:16775930,springgreen:65407,steelblue:4620980,tan:13808780,teal:32896,thistle:14204888,tomato:16737095,turquoise:4251856,violet:15631086,wheat:16113331,white:16777215,whitesmoke:16119285,yellow:16776960,yellowgreen:10145074};n.i(v.a)(r,i,{displayable:function(){return this.rgb().displayable()},toString:function(){return this.rgb()+\"\"}}),n.i(v.a)(s,c,n.i(v.b)(r,{brighter:function(t){return t=null==t?m:Math.pow(m,t),new s(this.r*t,this.g*t,this.b*t,this.opacity)},darker:function(t){return t=null==t?g:Math.pow(g,t),new s(this.r*t,this.g*t,this.b*t,this.opacity)},rgb:function(){return this},displayable:function(){return 0<=this.r&&this.r<=255&&0<=this.g&&this.g<=255&&0<=this.b&&this.b<=255&&0<=this.opacity&&this.opacity<=1},toString:function(){var t=this.opacity;return t=isNaN(t)?1:Math.max(0,Math.min(1,t)),(1===t?\"rgb(\":\"rgba(\")+Math.max(0,Math.min(255,Math.round(this.r)||0))+\", \"+Math.max(0,Math.min(255,Math.round(this.g)||0))+\", \"+Math.max(0,Math.min(255,Math.round(this.b)||0))+(1===t?\")\":\", \"+t+\")\")}})),n.i(v.a)(h,p,n.i(v.b)(r,{brighter:function(t){return t=null==t?m:Math.pow(m,t),new h(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?g:Math.pow(g,t),new h(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=this.h%360+360*(this.h<0),e=isNaN(t)||isNaN(this.s)?0:this.s,n=this.l,r=n+(n<.5?n:1-n)*e,i=2*n-r;return new s(d(t>=240?t-240:t+120,i,r),d(t,i,r),d(t<120?t+240:t-120,i,r),this.opacity)},displayable:function(){return(0<=this.s&&this.s<=1||isNaN(this.s))&&0<=this.l&&this.l<=1&&0<=this.opacity&&this.opacity<=1}}))},function(t,e,n){\"use strict\";function r(t,e){var n=Object.create(t.prototype);for(var r in e)n[r]=e[r];return n}e.b=r,e.a=function(t,e,n){t.prototype=e.prototype=n,n.constructor=t}},function(t,e,n){\"use strict\";e.a=function(t,e){if((n=(t=e?t.toExponential(e-1):t.toExponential()).indexOf(\"e\"))<0)return null;var n,r=t.slice(0,n);return[r.length>1?r[0]+r.slice(2):r,+t.slice(n+1)]}},function(t,e,n){\"use strict\";function r(t,e,n,r,i){var o=t*t,a=o*t;return((1-3*t+3*o-a)*e+(4-6*o+3*a)*n+(1+3*t+3*o-3*a)*r+a*i)/6}e.b=r,e.a=function(t){var e=t.length-1;return function(n){var i=n<=0?n=0:n>=1?(n=1,e-1):Math.floor(n*e),o=t[i],a=t[i+1],u=i>0?t[i-1]:2*o-a,c=i<e-1?t[i+2]:2*a-o;return r((n-i/e)*e,u,o,a,c)}}},function(t,e,n){\"use strict\";var r=n(10),i=n(123),o=n(118),a=n(121),u=n(43),c=n(122),s=n(124),l=n(120);e.a=function(t,e){var f,p=typeof e;return null==e||\"boolean\"===p?n.i(l.a)(e):(\"number\"===p?u.a:\"string\"===p?(f=n.i(r.color)(e))?(e=f,i.a):s.a:e instanceof r.color?i.a:e instanceof Date?a.a:Array.isArray(e)?o.a:\"function\"!=typeof e.valueOf&&\"function\"!=typeof e.toString||isNaN(e)?c.a:u.a)(t,e)}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(239);n.d(e,\"scaleBand\",function(){return r.a}),n.d(e,\"scalePoint\",function(){return r.b});var i=n(245);n.d(e,\"scaleIdentity\",function(){return i.a});var o=n(34);n.d(e,\"scaleLinear\",function(){return o.a});var a=n(246);n.d(e,\"scaleLog\",function(){return a.a});var u=n(127);n.d(e,\"scaleOrdinal\",function(){return u.a}),n.d(e,\"scaleImplicit\",function(){return u.b});var c=n(247);n.d(e,\"scalePow\",function(){return c.a}),n.d(e,\"scaleSqrt\",function(){return c.b});var s=n(248);n.d(e,\"scaleQuantile\",function(){return s.a});var l=n(249);n.d(e,\"scaleQuantize\",function(){return l.a});var f=n(252);n.d(e,\"scaleThreshold\",function(){return f.a});var p=n(128);n.d(e,\"scaleTime\",function(){return p.a});var h=n(254);n.d(e,\"scaleUtc\",function(){return h.a});var d=n(240);n.d(e,\"schemeCategory10\",function(){return d.a});var v=n(242);n.d(e,\"schemeCategory20b\",function(){return v.a});var g=n(243);n.d(e,\"schemeCategory20c\",function(){return g.a});var m=n(241);n.d(e,\"schemeCategory20\",function(){return m.a});var y=n(244);n.d(e,\"interpolateCubehelixDefault\",function(){return y.a});var _=n(250);n.d(e,\"interpolateRainbow\",function(){return _.a}),n.d(e,\"interpolateWarm\",function(){return _.b}),n.d(e,\"interpolateCool\",function(){return _.c});var b=n(255);n.d(e,\"interpolateViridis\",function(){return b.a}),n.d(e,\"interpolateMagma\",function(){return b.b}),n.d(e,\"interpolateInferno\",function(){return b.c}),n.d(e,\"interpolatePlasma\",function(){return b.d});var x=n(251);n.d(e,\"scaleSequential\",function(){return x.a})},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";var r=n(69);e.a=function(t){var e=t+=\"\",n=e.indexOf(\":\");return n>=0&&\"xmlns\"!==(e=t.slice(0,n))&&(t=t.slice(n+1)),r.a.hasOwnProperty(e)?{space:r.a[e],local:t}:t}},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return r});var r=\"http://www.w3.org/1999/xhtml\";e.a={svg:\"http://www.w3.org/2000/svg\",xhtml:r,xlink:\"http://www.w3.org/1999/xlink\",xml:\"http://www.w3.org/XML/1998/namespace\",xmlns:\"http://www.w3.org/2000/xmlns/\"}},function(t,e,n){\"use strict\";function r(t,e,n){return t=i(t,e,n),function(e){var n=e.relatedTarget;n&&(n===this||8&n.compareDocumentPosition(this))||t.call(this,e)}}function i(t,e,n){return function(r){var i=l;l=r;try{t.call(this,this.__data__,e,n)}finally{l=i}}}function o(t){return t.trim().split(/^|\\s+/).map(function(t){var e=\"\",n=t.indexOf(\".\");return n>=0&&(e=t.slice(n+1),t=t.slice(0,n)),{type:t,name:e}})}function a(t){return function(){var e=this.__on;if(e){for(var n,r=0,i=-1,o=e.length;r<o;++r)n=e[r],t.type&&n.type!==t.type||n.name!==t.name?e[++i]=n:this.removeEventListener(n.type,n.listener,n.capture);++i?e.length=i:delete this.__on}}}function u(t,e,n){var o=s.hasOwnProperty(t.type)?r:i;return function(r,i,a){var u,c=this.__on,s=o(e,i,a);if(c)for(var l=0,f=c.length;l<f;++l)if((u=c[l]).type===t.type&&u.name===t.name)return this.removeEventListener(u.type,u.listener,u.capture),this.addEventListener(u.type,u.listener=s,u.capture=n),void(u.value=e);this.addEventListener(t.type,s,n),u={type:t.type,name:t.name,value:e,listener:s,capture:n},c?c.push(u):this.__on=[u]}}function c(t,e,n,r){var i=l;t.sourceEvent=l,l=t;try{return e.apply(n,r)}finally{l=i}}n.d(e,\"a\",function(){return l}),e.b=c;var s={},l=null;if(\"undefined\"!=typeof document){\"onmouseenter\"in document.documentElement||(s={mouseenter:\"mouseover\",mouseleave:\"mouseout\"})}e.c=function(t,e,n){var r,i,c=o(t+\"\"),s=c.length;{if(!(arguments.length<2)){for(l=e?u:a,null==n&&(n=!1),r=0;r<s;++r)this.each(l(c[r],e,n));return this}var l=this.node().__on;if(l)for(var f,p=0,h=l.length;p<h;++p)for(r=0,f=l[p];r<s;++r)if((i=c[r]).type===f.type&&i.name===f.name)return f.value}}},function(t,e,n){\"use strict\";function r(){}e.a=function(t){return null==t?r:function(){return this.querySelector(t)}}},function(t,e,n){\"use strict\";var r=n(70);e.a=function(){for(var t,e=r.a;t=e.sourceEvent;)e=t;return e}},function(t,e,n){\"use strict\";e.a=function(t){return t.ownerDocument&&t.ownerDocument.defaultView||t.document&&t||t.defaultView}},function(t,e,n){\"use strict\";function r(t,e,n){var r=t._x1,i=t._y1,a=t._x2,u=t._y2;if(t._l01_a>o.a){var c=2*t._l01_2a+3*t._l01_a*t._l12_a+t._l12_2a,s=3*t._l01_a*(t._l01_a+t._l12_a);r=(r*c-t._x0*t._l12_2a+t._x2*t._l01_2a)/s,i=(i*c-t._y0*t._l12_2a+t._y2*t._l01_2a)/s}if(t._l23_a>o.a){var l=2*t._l23_2a+3*t._l23_a*t._l12_a+t._l12_2a,f=3*t._l23_a*(t._l23_a+t._l12_a);a=(a*l+t._x1*t._l23_2a-e*t._l12_2a)/f,u=(u*l+t._y1*t._l23_2a-n*t._l12_2a)/f}t._context.bezierCurveTo(r,i,a,u,t._x2,t._y2)}function i(t,e){this._context=t,this._alpha=e}e.b=r;var o=n(35),a=n(48);i.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._l01_a=this._l12_a=this._l23_a=this._l01_2a=this._l12_2a=this._l23_2a=this._point=0},lineEnd:function(){switch(this._point){case 2:this._context.lineTo(this._x2,this._y2);break;case 3:this.point(this._x2,this._y2)}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){if(t=+t,e=+e,this._point){var n=this._x2-t,i=this._y2-e;this._l23_a=Math.sqrt(this._l23_2a=Math.pow(n*n+i*i,this._alpha))}switch(this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;break;case 2:this._point=3;default:r(this,t,e)}this._l01_a=this._l12_a,this._l12_a=this._l23_a,this._l01_2a=this._l12_2a,this._l12_2a=this._l23_2a,this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return e?new i(t,e):new a.b(t,0)}return n.alpha=function(e){return t(+e)},n}(.5)},function(t,e,n){\"use strict\";var r=n(32),i=n(17),o=n(49),a=n(77);e.a=function(){function t(t){var i,o,a,p=t.length,h=!1;for(null==s&&(f=l(a=n.i(r.a)())),i=0;i<=p;++i)!(i<p&&c(o=t[i],i,t))===h&&((h=!h)?f.lineStart():f.lineEnd()),h&&f.point(+e(o,i,t),+u(o,i,t));if(a)return f=null,a+\"\"||null}var e=a.a,u=a.b,c=n.i(i.a)(!0),s=null,l=o.a,f=null;return t.x=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(i.a)(+r),t):e},t.y=function(e){return arguments.length?(u=\"function\"==typeof e?e:n.i(i.a)(+e),t):u},t.defined=function(e){return arguments.length?(c=\"function\"==typeof e?e:n.i(i.a)(!!e),t):c},t.curve=function(e){return arguments.length?(l=e,null!=s&&(f=l(s)),t):l},t.context=function(e){return arguments.length?(null==e?s=f=null:f=l(s=e),t):s},t}},function(t,e,n){\"use strict\";function r(t){for(var e,n=0,r=-1,i=t.length;++r<i;)(e=+t[r][1])&&(n+=e);return n}e.b=r;var i=n(37);e.a=function(t){var e=t.map(r);return n.i(i.a)(t).sort(function(t,n){return e[t]-e[n]})}},function(t,e,n){\"use strict\";function r(t){return t[0]}function i(t){return t[1]}e.a=r,e.b=i},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(79);n.d(e,\"timeFormatDefaultLocale\",function(){return r.a}),n.d(e,\"timeFormat\",function(){return r.b}),n.d(e,\"timeParse\",function(){return r.c}),n.d(e,\"utcFormat\",function(){return r.d}),n.d(e,\"utcParse\",function(){return r.e});var i=n(152);n.d(e,\"timeFormatLocale\",function(){return i.a});var o=n(151);n.d(e,\"isoFormat\",function(){return o.a});var a=n(314);n.d(e,\"isoParse\",function(){return a.a})},function(t,e,n){\"use strict\";function r(t){return i=n.i(s.a)(t),o=i.format,a=i.parse,u=i.utcFormat,c=i.utcParse,i}n.d(e,\"b\",function(){return o}),n.d(e,\"c\",function(){return a}),n.d(e,\"d\",function(){return u}),n.d(e,\"e\",function(){return c}),e.a=r;var i,o,a,u,c,s=n(152);r({dateTime:\"%x, %X\",date:\"%-m/%-d/%Y\",time:\"%-I:%M:%S %p\",periods:[\"AM\",\"PM\"],days:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],shortDays:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],months:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],shortMonths:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"]})},function(t,e,n){\"use strict\";var r=(n(5),n(317));n.d(e,\"v\",function(){return r.a}),n.d(e,\"p\",function(){return r.a});var i=n(320);n.d(e,\"u\",function(){return i.a}),n.d(e,\"o\",function(){return i.a});var o=n(318);n.d(e,\"t\",function(){return o.a});var a=n(316);n.d(e,\"s\",function(){return a.a});var u=n(315);n.d(e,\"d\",function(){return u.a});var c=n(327);n.d(e,\"r\",function(){return c.a}),n.d(e,\"f\",function(){return c.a}),n.d(e,\"c\",function(){return c.b}),n.d(e,\"g\",function(){return c.c});var s=n(319);n.d(e,\"q\",function(){return s.a});var l=n(328);n.d(e,\"e\",function(){return l.a});var f=n(323);n.d(e,\"n\",function(){return f.a});var p=n(322);n.d(e,\"m\",function(){return p.a});var h=n(321);n.d(e,\"b\",function(){return h.a});var d=n(325);n.d(e,\"l\",function(){return d.a}),n.d(e,\"i\",function(){return d.a}),n.d(e,\"a\",function(){return d.b}),n.d(e,\"j\",function(){return d.c});var v=n(324);n.d(e,\"k\",function(){return v.a});var g=n(326);n.d(e,\"h\",function(){return g.a})},function(t,e,n){\"use strict\";function r(t,e){return t===e?0!==t||0!==e||1/t==1/e:t!==t&&e!==e}function i(t,e){if(r(t,e))return!0;if(\"object\"!=typeof t||null===t||\"object\"!=typeof e||null===e)return!1;var n=Object.keys(t),i=Object.keys(e);if(n.length!==i.length)return!1;for(var a=0;a<n.length;a++)if(!o.call(e,n[a])||!r(t[n[a]],e[n[a]]))return!1;return!0}var o=Object.prototype.hasOwnProperty;t.exports=i},function(t,e,n){\"use strict\";function r(t,e){return Array.isArray(e)&&(e=e[1]),e?e.nextSibling:t.firstChild}function i(t,e,n){l.insertTreeBefore(t,e,n)}function o(t,e,n){Array.isArray(e)?u(t,e[0],e[1],n):v(t,e,n)}function a(t,e){if(Array.isArray(e)){var n=e[1];e=e[0],c(t,e,n),t.removeChild(n)}t.removeChild(e)}function u(t,e,n,r){for(var i=e;;){var o=i.nextSibling;if(v(t,i,r),i===n)break;i=o}}function c(t,e,n){for(;;){var r=e.nextSibling;if(r===n)break;t.removeChild(r)}}function s(t,e,n){var r=t.parentNode,i=t.nextSibling;i===e?n&&v(r,document.createTextNode(n),i):n?(d(i,n),c(r,i,e)):c(r,t,e)}var l=n(20),f=n(350),p=(n(4),n(9),n(91)),h=n(57),d=n(176),v=p(function(t,e,n){t.insertBefore(e,n)}),g=f.dangerouslyReplaceNodeWithMarkup,m={dangerouslyReplaceNodeWithMarkup:g,replaceDelimitedText:s,processUpdates:function(t,e){for(var n=0;n<e.length;n++){var u=e[n];switch(u.type){case\"INSERT_MARKUP\":i(t,u.content,r(t,u.afterNode));break;case\"MOVE_EXISTING\":o(t,u.fromNode,r(t,u.afterNode));break;case\"SET_MARKUP\":h(t,u.content);break;case\"TEXT_CONTENT\":d(t,u.content);break;case\"REMOVE_NODE\":a(t,u.fromNode)}}}};t.exports=m},function(t,e,n){\"use strict\";var r={html:\"http://www.w3.org/1999/xhtml\",mathml:\"http://www.w3.org/1998/Math/MathML\",svg:\"http://www.w3.org/2000/svg\"};t.exports=r},function(t,e,n){\"use strict\";function r(){if(u)for(var t in c){var e=c[t],n=u.indexOf(t);if(n>-1||a(\"96\",t),!s.plugins[n]){e.extractEvents||a(\"97\",t),s.plugins[n]=e;var r=e.eventTypes;for(var o in r)i(r[o],e,o)||a(\"98\",o,t)}}}function i(t,e,n){s.eventNameDispatchConfigs.hasOwnProperty(n)&&a(\"99\",n),s.eventNameDispatchConfigs[n]=t;var r=t.phasedRegistrationNames;if(r){for(var i in r)if(r.hasOwnProperty(i)){var u=r[i];o(u,e,n)}return!0}return!!t.registrationName&&(o(t.registrationName,e,n),!0)}function o(t,e,n){s.registrationNameModules[t]&&a(\"100\",t),s.registrationNameModules[t]=e,s.registrationNameDependencies[t]=e.eventTypes[n].dependencies}var a=n(1),u=(n(0),null),c={},s={plugins:[],eventNameDispatchConfigs:{},registrationNameModules:{},registrationNameDependencies:{},possibleRegistrationNames:null,injectEventPluginOrder:function(t){u&&a(\"101\"),u=Array.prototype.slice.call(t),r()},injectEventPluginsByName:function(t){var e=!1;for(var n in t)if(t.hasOwnProperty(n)){var i=t[n];c.hasOwnProperty(n)&&c[n]===i||(c[n]&&a(\"102\",n),c[n]=i,e=!0)}e&&r()},getPluginModuleForEvent:function(t){var e=t.dispatchConfig;if(e.registrationName)return s.registrationNameModules[e.registrationName]||null;if(void 0!==e.phasedRegistrationNames){var n=e.phasedRegistrationNames;for(var r in n)if(n.hasOwnProperty(r)){var i=s.registrationNameModules[n[r]];if(i)return i}}return null},_resetEventPlugins:function(){u=null;for(var t in c)c.hasOwnProperty(t)&&delete c[t];s.plugins.length=0;var e=s.eventNameDispatchConfigs;for(var n in e)e.hasOwnProperty(n)&&delete e[n];var r=s.registrationNameModules;for(var i in r)r.hasOwnProperty(i)&&delete r[i]}};t.exports=s},function(t,e,n){\"use strict\";function r(t){var e={\"=\":\"=0\",\":\":\"=2\"};return\"$\"+(\"\"+t).replace(/[=:]/g,function(t){return e[t]})}function i(t){var e=/(=0|=2)/g,n={\"=0\":\"=\",\"=2\":\":\"};return(\"\"+(\".\"===t[0]&&\"$\"===t[1]?t.substring(2):t.substring(1))).replace(e,function(t){return n[t]})}var o={escape:r,unescape:i};t.exports=o},function(t,e,n){\"use strict\";function r(t){null!=t.checkedLink&&null!=t.valueLink&&u(\"87\")}function i(t){r(t),(null!=t.value||null!=t.onChange)&&u(\"88\")}function o(t){r(t),(null!=t.checked||null!=t.onChange)&&u(\"89\")}function a(t){if(t){var e=t.getName();if(e)return\" Check the render method of `\"+e+\"`.\"}return\"\"}var u=n(1),c=n(380),s=n(157),l=n(26),f=s(l.isValidElement),p=(n(0),n(2),{button:!0,checkbox:!0,image:!0,hidden:!0,radio:!0,reset:!0,submit:!0}),h={value:function(t,e,n){return!t[e]||p[t.type]||t.onChange||t.readOnly||t.disabled?null:new Error(\"You provided a `value` prop to a form field without an `onChange` handler. This will render a read-only field. If the field should be mutable use `defaultValue`. Otherwise, set either `onChange` or `readOnly`.\")},checked:function(t,e,n){return!t[e]||t.onChange||t.readOnly||t.disabled?null:new Error(\"You provided a `checked` prop to a form field without an `onChange` handler. This will render a read-only field. If the field should be mutable use `defaultChecked`. Otherwise, set either `onChange` or `readOnly`.\")},onChange:f.func},d={},v={checkPropTypes:function(t,e,n){for(var r in h){if(h.hasOwnProperty(r))var i=h[r](e,r,t,\"prop\",null,c);if(i instanceof Error&&!(i.message in d)){d[i.message]=!0;a(n)}}},getValue:function(t){return t.valueLink?(i(t),t.valueLink.value):t.value},getChecked:function(t){return t.checkedLink?(o(t),t.checkedLink.value):t.checked},executeOnChange:function(t,e){return t.valueLink?(i(t),t.valueLink.requestChange(e.target.value)):t.checkedLink?(o(t),t.checkedLink.requestChange(e.target.checked)):t.onChange?t.onChange.call(void 0,e):void 0}};t.exports=v},function(t,e,n){\"use strict\";var r=n(1),i=(n(0),!1),o={replaceNodeWithMarkup:null,processChildrenUpdates:null,injection:{injectEnvironment:function(t){i&&r(\"104\"),o.replaceNodeWithMarkup=t.replaceNodeWithMarkup,o.processChildrenUpdates=t.processChildrenUpdates,i=!0}}};t.exports=o},function(t,e,n){\"use strict\";function r(t,e,n){try{e(n)}catch(t){null===i&&(i=t)}}var i=null,o={invokeGuardedCallback:r,invokeGuardedCallbackWithCatch:r,rethrowCaughtError:function(){if(i){var t=i;throw i=null,t}}};t.exports=o},function(t,e,n){\"use strict\";function r(t){c.enqueueUpdate(t)}function i(t){var e=typeof t;if(\"object\"!==e)return e;var n=t.constructor&&t.constructor.name||e,r=Object.keys(t);return r.length>0&&r.length<20?n+\" (keys: \"+r.join(\", \")+\")\":n}function o(t,e){var n=u.get(t);if(!n){return null}return n}var a=n(1),u=(n(15),n(39)),c=(n(9),n(12)),s=(n(0),n(2),{isMounted:function(t){var e=u.get(t);return!!e&&!!e._renderedComponent},enqueueCallback:function(t,e,n){s.validateCallback(e,n);var i=o(t);if(!i)return null;i._pendingCallbacks?i._pendingCallbacks.push(e):i._pendingCallbacks=[e],r(i)},enqueueCallbackInternal:function(t,e){t._pendingCallbacks?t._pendingCallbacks.push(e):t._pendingCallbacks=[e],r(t)},enqueueForceUpdate:function(t){var e=o(t,\"forceUpdate\");e&&(e._pendingForceUpdate=!0,r(e))},enqueueReplaceState:function(t,e,n){var i=o(t,\"replaceState\");i&&(i._pendingStateQueue=[e],i._pendingReplaceState=!0,void 0!==n&&null!==n&&(s.validateCallback(n,\"replaceState\"),i._pendingCallbacks?i._pendingCallbacks.push(n):i._pendingCallbacks=[n]),r(i))},enqueueSetState:function(t,e){var n=o(t,\"setState\");if(n){(n._pendingStateQueue||(n._pendingStateQueue=[])).push(e),r(n)}},enqueueElementInternal:function(t,e,n){t._pendingElement=e,t._context=n,r(t)},validateCallback:function(t,e){t&&\"function\"!=typeof t&&a(\"122\",e,i(t))}});t.exports=s},function(t,e,n){\"use strict\";var r={currentScrollLeft:0,currentScrollTop:0,refreshScrollValues:function(t){r.currentScrollLeft=t.x,r.currentScrollTop=t.y}};t.exports=r},function(t,e,n){\"use strict\";var r=function(t){return\"undefined\"!=typeof MSApp&&MSApp.execUnsafeLocalFunction?function(e,n,r,i){MSApp.execUnsafeLocalFunction(function(){return t(e,n,r,i)})}:t};t.exports=r},function(t,e,n){\"use strict\";function r(t){var e,n=t.keyCode;return\"charCode\"in t?0===(e=t.charCode)&&13===n&&(e=13):e=n,e>=32||13===e?e:0}t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=this,n=e.nativeEvent;if(n.getModifierState)return n.getModifierState(t);var r=o[t];return!!r&&!!n[r]}function i(t){return r}var o={Alt:\"altKey\",Control:\"ctrlKey\",Meta:\"metaKey\",Shift:\"shiftKey\"};t.exports=i},function(t,e,n){\"use strict\";function r(t){var e=t.target||t.srcElement||window;return e.correspondingUseElement&&(e=e.correspondingUseElement),3===e.nodeType?e.parentNode:e}t.exports=r},function(t,e,n){\"use strict\";/**\n",
       " * Checks if an event is supported in the current execution environment.\n",
       " *\n",
       " * NOTE: This will not work correctly for non-generic events such as `change`,\n",
       " * `reset`, `load`, `error`, and `select`.\n",
       " *\n",
       " * Borrows from Modernizr.\n",
       " *\n",
       " * @param {string} eventNameSuffix Event name, e.g. \"click\".\n",
       " * @param {?boolean} capture Check if the capture phase is supported.\n",
       " * @return {boolean} True if the event is supported.\n",
       " * @internal\n",
       " * @license Modernizr 3.0.0pre (Custom Build) | MIT\n",
       " */\n",
       "function r(t,e){if(!o.canUseDOM||e&&!(\"addEventListener\"in document))return!1;var n=\"on\"+t,r=n in document;if(!r){var a=document.createElement(\"div\");a.setAttribute(n,\"return;\"),r=\"function\"==typeof a[n]}return!r&&i&&\"wheel\"===t&&(r=document.implementation.hasFeature(\"Events.wheel\",\"3.0\")),r}var i,o=n(6);o.canUseDOM&&(i=document.implementation&&document.implementation.hasFeature&&!0!==document.implementation.hasFeature(\"\",\"\")),t.exports=r},function(t,e,n){\"use strict\";function r(t,e){var n=null===t||!1===t,r=null===e||!1===e;if(n||r)return n===r;var i=typeof t,o=typeof e;return\"string\"===i||\"number\"===i?\"string\"===o||\"number\"===o:\"object\"===o&&t.type===e.type&&t.key===e.key}t.exports=r},function(t,e,n){\"use strict\";var r=(n(3),n(11)),i=(n(2),r);t.exports=i},function(t,e){var n;n=function(){return this}();try{n=n||Function(\"return this\")()||(0,eval)(\"this\")}catch(t){\"object\"==typeof window&&(n=window)}t.exports=n},function(t,e){t.exports=function(t){return t.webpackPolyfill||(t.deprecate=function(){},t.paths=[],t.children||(t.children=[]),Object.defineProperty(t,\"loaded\",{enumerable:!0,get:function(){return t.l}}),Object.defineProperty(t,\"id\",{enumerable:!0,get:function(){return t.i}}),t.webpackPolyfill=1),t}},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return i}),n.d(e,\"a\",function(){return o});var r=Array.prototype,i=r.slice,o=r.map},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return a}),n.d(e,\"c\",function(){return u});var r=n(19),i=n(102),o=n.i(i.a)(r.a),a=o.right,u=o.left;e.a=a},function(t,e,n){\"use strict\";function r(t){return function(e,r){return n.i(i.a)(t(e),r)}}var i=n(19);e.a=function(t){return 1===t.length&&(t=r(t)),{left:function(e,n,r,i){for(null==r&&(r=0),null==i&&(i=e.length);r<i;){var o=r+i>>>1;t(e[o],n)<0?r=o+1:i=o}return r},right:function(e,n,r,i){for(null==r&&(r=0),null==i&&(i=e.length);r<i;){var o=r+i>>>1;t(e[o],n)>0?i=o:r=o+1}return r}}}},function(t,e,n){\"use strict\";var r=n(111);e.a=function(t,e){var i=n.i(r.a)(t,e);return i?Math.sqrt(i):i}},function(t,e,n){\"use strict\";e.a=function(t,e){var n,r,i,o=t.length,a=-1;if(null==e){for(;++a<o;)if(null!=(n=t[a])&&n>=n)for(r=i=n;++a<o;)null!=(n=t[a])&&(r>n&&(r=n),i<n&&(i=n))}else for(;++a<o;)if(null!=(n=e(t[a],a,t))&&n>=n)for(r=i=n;++a<o;)null!=(n=e(t[a],a,t))&&(r>n&&(r=n),i<n&&(i=n));return[r,i]}},function(t,e,n){\"use strict\";e.a=function(t,e){var n,r,i=t.length,o=-1;if(null==e){for(;++o<i;)if(null!=(n=t[o])&&n>=n)for(r=n;++o<i;)null!=(n=t[o])&&r>n&&(r=n)}else for(;++o<i;)if(null!=(n=e(t[o],o,t))&&n>=n)for(r=n;++o<i;)null!=(n=e(t[o],o,t))&&r>n&&(r=n);return r}},function(t,e,n){\"use strict\";function r(t,e){return[t,e]}e.b=r,e.a=function(t,e){null==e&&(e=r);for(var n=0,i=t.length-1,o=t[0],a=new Array(i<0?0:i);n<i;)a[n]=e(o,o=t[++n]);return a}},function(t,e,n){\"use strict\";e.a=function(t,e,n){t=+t,e=+e,n=(i=arguments.length)<2?(e=t,t=0,1):i<3?1:+n;for(var r=-1,i=0|Math.max(0,Math.ceil((e-t)/n)),o=new Array(i);++r<i;)o[r]=t+r*n;return o}},function(t,e,n){\"use strict\";e.a=function(t){return Math.ceil(Math.log(t.length)/Math.LN2)+1}},function(t,e,n){\"use strict\";function r(t,e,n){var r=(e-t)/Math.max(0,n),i=Math.floor(Math.log(r)/Math.LN10),c=r/Math.pow(10,i);return i>=0?(c>=o?10:c>=a?5:c>=u?2:1)*Math.pow(10,i):-Math.pow(10,-i)/(c>=o?10:c>=a?5:c>=u?2:1)}function i(t,e,n){var r=Math.abs(e-t)/Math.max(0,n),i=Math.pow(10,Math.floor(Math.log(r)/Math.LN10)),c=r/i;return c>=o?i*=10:c>=a?i*=5:c>=u&&(i*=2),e<t?-i:i}e.b=r,e.c=i;var o=Math.sqrt(50),a=Math.sqrt(10),u=Math.sqrt(2);e.a=function(t,e,n){var i,o,a,u,c=-1;if(e=+e,t=+t,n=+n,t===e&&n>0)return[t];if((i=e<t)&&(o=t,t=e,e=o),0===(u=r(t,e,n))||!isFinite(u))return[];if(u>0)for(t=Math.ceil(t/u),e=Math.floor(e/u),a=new Array(o=Math.ceil(e-t+1));++c<o;)a[c]=(t+c)*u;else for(t=Math.floor(t*u),e=Math.ceil(e*u),a=new Array(o=Math.ceil(t-e+1));++c<o;)a[c]=(t-c)/u;return i&&a.reverse(),a}},function(t,e,n){\"use strict\";function r(t){return t.length}var i=n(105);e.a=function(t){if(!(u=t.length))return[];for(var e=-1,o=n.i(i.a)(t,r),a=new Array(o);++e<o;)for(var u,c=-1,s=a[e]=new Array(u);++c<u;)s[c]=t[c][e];return a}},function(t,e,n){\"use strict\";var r=n(28);e.a=function(t,e){var i,o,a=t.length,u=0,c=-1,s=0,l=0;if(null==e)for(;++c<a;)isNaN(i=n.i(r.a)(t[c]))||(o=i-s,s+=o/++u,l+=o*(i-s));else for(;++c<a;)isNaN(i=n.i(r.a)(e(t[c],c,t)))||(o=i-s,s+=o/++u,l+=o*(i-s));if(u>1)return l/(u-1)}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(209);n.d(e,\"axisTop\",function(){return r.a}),n.d(e,\"axisRight\",function(){return r.b}),n.d(e,\"axisBottom\",function(){return r.c}),n.d(e,\"axisLeft\",function(){return r.d})},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return r}),n.d(e,\"a\",function(){return i});var r=Math.PI/180,i=180/Math.PI},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return r});var r,i=n(63);e.a=function(t,e){var o=n.i(i.a)(t,e);if(!o)return t+\"\";var a=o[0],u=o[1],c=u-(r=3*Math.max(-8,Math.min(8,Math.floor(u/3))))+1,s=a.length;return c===s?a:c>s?a+new Array(c-s+1).join(\"0\"):c>0?a.slice(0,c)+\".\"+a.slice(c):\"0.\"+new Array(1-c).join(\"0\")+n.i(i.a)(t,Math.max(0,e+c-1))[0]}},function(t,e,n){\"use strict\";function r(t){return new i(t)}function i(t){if(!(e=a.exec(t)))throw new Error(\"invalid format: \"+t);var e,n=e[1]||\" \",r=e[2]||\">\",i=e[3]||\"-\",u=e[4]||\"\",c=!!e[5],s=e[6]&&+e[6],l=!!e[7],f=e[8]&&+e[8].slice(1),p=e[9]||\"\";\"n\"===p?(l=!0,p=\"g\"):o.a[p]||(p=\"\"),(c||\"0\"===n&&\"=\"===r)&&(c=!0,n=\"0\",r=\"=\"),this.fill=n,this.align=r,this.sign=i,this.symbol=u,this.zero=c,this.width=s,this.comma=l,this.precision=f,this.type=p}e.a=r;var o=n(116),a=/^(?:(.)?([<>=^]))?([+\\-\\( ])?([$#])?(0)?(\\d+)?(,)?(\\.\\d+)?([a-z%])?$/i;r.prototype=i.prototype,i.prototype.toString=function(){return this.fill+this.align+this.sign+this.symbol+(this.zero?\"0\":\"\")+(null==this.width?\"\":Math.max(1,0|this.width))+(this.comma?\",\":\"\")+(null==this.precision?\"\":\".\"+Math.max(0,0|this.precision))+this.type}},function(t,e,n){\"use strict\";var r=n(220),i=n(114),o=n(223);e.a={\"\":r.a,\"%\":function(t,e){return(100*t).toFixed(e)},b:function(t){return Math.round(t).toString(2)},c:function(t){return t+\"\"},d:function(t){return Math.round(t).toString(10)},e:function(t,e){return t.toExponential(e)},f:function(t,e){return t.toFixed(e)},g:function(t,e){return t.toPrecision(e)},o:function(t){return Math.round(t).toString(8)},p:function(t,e){return n.i(o.a)(100*t,e)},r:o.a,s:i.a,X:function(t){return Math.round(t).toString(16).toUpperCase()},x:function(t){return Math.round(t).toString(16)}}},function(t,e,n){\"use strict\";var r=n(42),i=n(221),o=n(222),a=n(115),u=n(116),c=n(114),s=n(224),l=[\"y\",\"z\",\"a\",\"f\",\"p\",\"n\",\"µ\",\"m\",\"\",\"k\",\"M\",\"G\",\"T\",\"P\",\"E\",\"Z\",\"Y\"];e.a=function(t){function e(t){function e(t){var e,n,a,u=x,s=w;if(\"c\"===b)s=C(t)+s,t=\"\";else{t=+t;var h=t<0;if(t=C(Math.abs(t),_),h&&0==+t&&(h=!1),u=(h?\"(\"===o?o:\"-\":\"-\"===o||\"(\"===o?\"\":o)+u,s=(\"s\"===b?l[8+c.b/3]:\"\")+s+(h&&\"(\"===o?\")\":\"\"),k)for(e=-1,n=t.length;++e<n;)if(48>(a=t.charCodeAt(e))||a>57){s=(46===a?d+t.slice(e+1):t.slice(e))+s,t=t.slice(0,e);break}}y&&!f&&(t=p(t,1/0));var g=u.length+t.length+s.length,E=g<m?new Array(m-g+1).join(r):\"\";switch(y&&f&&(t=p(E+t,E.length?m-s.length:1/0),E=\"\"),i){case\"<\":t=u+t+s+E;break;case\"=\":t=u+E+t+s;break;case\"^\":t=E.slice(0,g=E.length>>1)+u+t+s+E.slice(g);break;default:t=E+u+t+s}return v(t)}t=n.i(a.a)(t);var r=t.fill,i=t.align,o=t.sign,s=t.symbol,f=t.zero,m=t.width,y=t.comma,_=t.precision,b=t.type,x=\"$\"===s?h[0]:\"#\"===s&&/[boxX]/.test(b)?\"0\"+b.toLowerCase():\"\",w=\"$\"===s?h[1]:/[%p]/.test(b)?g:\"\",C=u.a[b],k=!b||/[defgprs%]/.test(b);return _=null==_?b?6:12:/[gprs]/.test(b)?Math.max(1,Math.min(21,_)):Math.max(0,Math.min(20,_)),e.toString=function(){return t+\"\"},e}function f(t,i){var o=e((t=n.i(a.a)(t),t.type=\"f\",t)),u=3*Math.max(-8,Math.min(8,Math.floor(n.i(r.a)(i)/3))),c=Math.pow(10,-u),s=l[8+u/3];return function(t){return o(c*t)+s}}var p=t.grouping&&t.thousands?n.i(i.a)(t.grouping,t.thousands):s.a,h=t.currency,d=t.decimal,v=t.numerals?n.i(o.a)(t.numerals):s.a,g=t.percent||\"%\";return{format:e,formatPrefix:f}}},function(t,e,n){\"use strict\";var r=n(65);e.a=function(t,e){var i,o=e?e.length:0,a=t?Math.min(o,t.length):0,u=new Array(a),c=new Array(o);for(i=0;i<a;++i)u[i]=n.i(r.a)(t[i],e[i]);for(;i<o;++i)c[i]=e[i];return function(t){for(i=0;i<a;++i)c[i]=u[i](t);return c}}},function(t,e,n){\"use strict\";var r=n(64);e.a=function(t){var e=t.length;return function(i){var o=Math.floor(((i%=1)<0?++i:i)*e),a=t[(o+e-1)%e],u=t[o%e],c=t[(o+1)%e],s=t[(o+2)%e];return n.i(r.b)((i-o/e)*e,a,u,c,s)}}},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";e.a=function(t,e){var n=new Date;return t=+t,e-=t,function(r){return n.setTime(t+e*r),n}}},function(t,e,n){\"use strict\";var r=n(65);e.a=function(t,e){var i,o={},a={};null!==t&&\"object\"==typeof t||(t={}),null!==e&&\"object\"==typeof e||(e={});for(i in e)i in t?o[i]=n.i(r.a)(t[i],e[i]):a[i]=e[i];return function(t){for(i in o)a[i]=o[i](t);return a}}},function(t,e,n){\"use strict\";function r(t){return function(e){var r,o,a=e.length,u=new Array(a),c=new Array(a),s=new Array(a);for(r=0;r<a;++r)o=n.i(i.rgb)(e[r]),u[r]=o.r||0,c[r]=o.g||0,s[r]=o.b||0;return u=t(u),c=t(c),s=t(s),o.opacity=1,function(t){return o.r=u(t),o.g=c(t),o.b=s(t),o+\"\"}}}var i=n(10),o=n(64),a=n(119),u=n(31);e.a=function t(e){function r(t,e){var r=o((t=n.i(i.rgb)(t)).r,(e=n.i(i.rgb)(e)).r),a=o(t.g,e.g),c=o(t.b,e.b),s=n.i(u.a)(t.opacity,e.opacity);return function(e){return t.r=r(e),t.g=a(e),t.b=c(e),t.opacity=s(e),t+\"\"}}var o=n.i(u.c)(e);return r.gamma=t,r}(1);r(o.a),r(a.a)},function(t,e,n){\"use strict\";function r(t){return function(){return t}}function i(t){return function(e){return t(e)+\"\"}}var o=n(43),a=/[-+]?(?:\\d+\\.?\\d*|\\.?\\d+)(?:[eE][-+]?\\d+)?/g,u=new RegExp(a.source,\"g\");e.a=function(t,e){var c,s,l,f=a.lastIndex=u.lastIndex=0,p=-1,h=[],d=[];for(t+=\"\",e+=\"\";(c=a.exec(t))&&(s=u.exec(e));)(l=s.index)>f&&(l=e.slice(f,l),h[p]?h[p]+=l:h[++p]=l),(c=c[0])===(s=s[0])?h[p]?h[p]+=s:h[++p]=s:(h[++p]=null,d.push({i:p,x:n.i(o.a)(c,s)})),f=u.lastIndex;return f<e.length&&(l=e.slice(f),h[p]?h[p]+=l:h[++p]=l),h.length<2?d[0]?i(d[0].x):r(e):(e=d.length,function(t){for(var n,r=0;r<e;++r)h[(n=d[r]).i]=n.x(t);return h.join(\"\")})}},function(t,e,n){\"use strict\";e.a=function(t,e){t=t.slice();var n,r=0,i=t.length-1,o=t[r],a=t[i];return a<o&&(n=r,r=i,i=n,n=o,o=a,a=n),t[r]=e.floor(o),t[i]=e.ceil(a),t}},function(t,e,n){\"use strict\";e.a=function(t){return+t}},function(t,e,n){\"use strict\";function r(t){function e(e){var n=e+\"\",r=u.get(n);if(!r){if(s!==a)return s;u.set(n,r=c.push(e))}return t[(r-1)%t.length]}var u=n.i(i.a)(),c=[],s=a;return t=null==t?[]:o.b.call(t),e.domain=function(t){if(!arguments.length)return c.slice();c=[],u=n.i(i.a)();for(var r,o,a=-1,s=t.length;++a<s;)u.has(o=(r=t[a])+\"\")||u.set(o,c.push(r));return e},e.range=function(n){return arguments.length?(t=o.b.call(n),e):t.slice()},e.unknown=function(t){return arguments.length?(s=t,e):s},e.copy=function(){return r().domain(c).range(t).unknown(s)},e}n.d(e,\"b\",function(){return a}),e.a=r;var i=n(211),o=n(16),a={name:\"implicit\"}},function(t,e,n){\"use strict\";function r(t){return new Date(t)}function i(t){return t instanceof Date?+t:+new Date(+t)}function o(t,e,c,s,b,x,w,C,k){function E(n){return(w(n)<n?A:x(n)<n?P:b(n)<n?O:s(n)<n?I:e(n)<n?c(n)<n?D:R:t(n)<n?L:U)(n)}function M(e,r,i,o){if(null==e&&(e=10),\"number\"==typeof e){var u=Math.abs(i-r)/e,c=n.i(a.bisector)(function(t){return t[2]}).right(F,u);c===F.length?(o=n.i(a.tickStep)(r/_,i/_,e),e=t):c?(c=F[u/F[c-1][2]<F[c][2]/u?c-1:c],o=c[1],e=c[0]):(o=Math.max(n.i(a.tickStep)(r,i,e),1),e=C)}return null==o?e:e.every(o)}var T=n.i(f.a)(f.b,u.a),S=T.invert,N=T.domain,A=k(\".%L\"),P=k(\":%S\"),O=k(\"%I:%M\"),I=k(\"%I %p\"),D=k(\"%a %d\"),R=k(\"%b %d\"),L=k(\"%B\"),U=k(\"%Y\"),F=[[w,1,h],[w,5,5*h],[w,15,15*h],[w,30,30*h],[x,1,d],[x,5,5*d],[x,15,15*d],[x,30,30*d],[b,1,v],[b,3,3*v],[b,6,6*v],[b,12,12*v],[s,1,g],[s,2,2*g],[c,1,m],[e,1,y],[e,3,3*y],[t,1,_]];return T.invert=function(t){return new Date(S(t))},T.domain=function(t){return arguments.length?N(l.a.call(t,i)):N().map(r)},T.ticks=function(t,e){var n,r=N(),i=r[0],o=r[r.length-1],a=o<i;return a&&(n=i,i=o,o=n),n=M(t,i,o,e),n=n?n.range(i,o+1):[],a?n.reverse():n},T.tickFormat=function(t,e){return null==e?E:k(e)},T.nice=function(t,e){var r=N();return(t=M(t,r[0],r[r.length-1],e))?N(n.i(p.a)(r,t)):T},T.copy=function(){return n.i(f.c)(T,o(t,e,c,s,b,x,w,C,k))},T}e.b=o;var a=n(7),u=n(30),c=n(80),s=n(78),l=n(16),f=n(44),p=n(125),h=1e3,d=60*h,v=60*d,g=24*v,m=7*g,y=30*g,_=365*g;e.a=function(){return o(c.e,c.q,c.r,c.d,c.s,c.t,c.u,c.v,s.timeFormat).domain([new Date(2e3,0,1),new Date(2e3,0,2)])}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(257);n.d(e,\"create\",function(){return r.a});var i=n(45);n.d(e,\"creator\",function(){return i.a});var o=n(258);n.d(e,\"local\",function(){return o.a});var a=n(130);n.d(e,\"matcher\",function(){return a.a});var u=n(259);n.d(e,\"mouse\",function(){return u.a});var c=n(68);n.d(e,\"namespace\",function(){return c.a});var s=n(69);n.d(e,\"namespaces\",function(){return s.a});var l=n(46);n.d(e,\"clientPoint\",function(){return l.a});var f=n(131);n.d(e,\"select\",function(){return f.a});var p=n(260);n.d(e,\"selectAll\",function(){return p.a});var h=n(8);n.d(e,\"selection\",function(){return h.a});var d=n(71);n.d(e,\"selector\",function(){return d.a});var v=n(135);n.d(e,\"selectorAll\",function(){return v.a});var g=n(134);n.d(e,\"style\",function(){return g.a});var m=n(288);n.d(e,\"touch\",function(){return m.a});var y=n(289);n.d(e,\"touches\",function(){return y.a});var _=n(73);n.d(e,\"window\",function(){return _.a});var b=n(70);n.d(e,\"event\",function(){return b.a}),n.d(e,\"customEvent\",function(){return b.b})},function(t,e,n){\"use strict\";var r=function(t){return function(){return this.matches(t)}};if(\"undefined\"!=typeof document){var i=document.documentElement;if(!i.matches){var o=i.webkitMatchesSelector||i.msMatchesSelector||i.mozMatchesSelector||i.oMatchesSelector;r=function(t){return function(){return o.call(this,t)}}}}e.a=r},function(t,e,n){\"use strict\";var r=n(8);e.a=function(t){return\"string\"==typeof t?new r.b([[document.querySelector(t)]],[document.documentElement]):new r.b([[t]],r.c)}},function(t,e,n){\"use strict\";function r(t,e){this.ownerDocument=t.ownerDocument,this.namespaceURI=t.namespaceURI,this._next=null,this._parent=t,this.__data__=e}e.b=r;var i=n(133),o=n(8);e.a=function(){return new o.b(this._enter||this._groups.map(i.a),this._parents)},r.prototype={constructor:r,appendChild:function(t){return this._parent.insertBefore(t,this._next)},insertBefore:function(t,e){return this._parent.insertBefore(t,e)},querySelector:function(t){return this._parent.querySelector(t)},querySelectorAll:function(t){return this._parent.querySelectorAll(t)}}},function(t,e,n){\"use strict\";e.a=function(t){return new Array(t.length)}},function(t,e,n){\"use strict\";function r(t){return function(){this.style.removeProperty(t)}}function i(t,e,n){return function(){this.style.setProperty(t,e,n)}}function o(t,e,n){return function(){var r=e.apply(this,arguments);null==r?this.style.removeProperty(t):this.style.setProperty(t,r,n)}}function a(t,e){return t.style.getPropertyValue(e)||n.i(u.a)(t).getComputedStyle(t,null).getPropertyValue(e)}e.a=a;var u=n(73);e.b=function(t,e,n){return arguments.length>1?this.each((null==e?r:\"function\"==typeof e?o:i)(t,e,null==n?\"\":n)):a(this.node(),t)}},function(t,e,n){\"use strict\";function r(){return[]}e.a=function(t){return null==t?r:function(){return this.querySelectorAll(t)}}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(290);n.d(e,\"arc\",function(){return r.a});var i=n(137);n.d(e,\"area\",function(){return i.a});var o=n(75);n.d(e,\"line\",function(){return o.a});var a=n(311);n.d(e,\"pie\",function(){return a.a});var u=n(291);n.d(e,\"areaRadial\",function(){return u.a}),n.d(e,\"radialArea\",function(){return u.a});var c=n(142);n.d(e,\"lineRadial\",function(){return c.a}),n.d(e,\"radialLine\",function(){return c.a});var s=n(143);n.d(e,\"pointRadial\",function(){return s.a});var l=n(303);n.d(e,\"linkHorizontal\",function(){return l.a}),n.d(e,\"linkVertical\",function(){return l.b}),n.d(e,\"linkRadial\",function(){return l.c});var f=n(313);n.d(e,\"symbol\",function(){return f.a}),n.d(e,\"symbols\",function(){return f.b});var p=n(144);n.d(e,\"symbolCircle\",function(){return p.a});var h=n(145);n.d(e,\"symbolCross\",function(){return h.a});var d=n(146);n.d(e,\"symbolDiamond\",function(){return d.a});var v=n(147);n.d(e,\"symbolSquare\",function(){return v.a});var g=n(148);n.d(e,\"symbolStar\",function(){return g.a});var m=n(149);n.d(e,\"symbolTriangle\",function(){return m.a});var y=n(150);n.d(e,\"symbolWye\",function(){return y.a});var _=n(292);n.d(e,\"curveBasisClosed\",function(){return _.a});var b=n(293);n.d(e,\"curveBasisOpen\",function(){return b.a});var x=n(47);n.d(e,\"curveBasis\",function(){return x.a});var w=n(294);n.d(e,\"curveBundle\",function(){return w.a});var C=n(139);n.d(e,\"curveCardinalClosed\",function(){return C.a});var k=n(140);n.d(e,\"curveCardinalOpen\",function(){return k.a});var E=n(48);n.d(e,\"curveCardinal\",function(){return E.a});var M=n(295);n.d(e,\"curveCatmullRomClosed\",function(){return M.a});var T=n(296);n.d(e,\"curveCatmullRomOpen\",function(){return T.a});var S=n(74);n.d(e,\"curveCatmullRom\",function(){return S.a});var N=n(297);n.d(e,\"curveLinearClosed\",function(){return N.a});var A=n(49);n.d(e,\"curveLinear\",function(){return A.a});var P=n(298);n.d(e,\"curveMonotoneX\",function(){return P.a}),n.d(e,\"curveMonotoneY\",function(){return P.b});var O=n(299);n.d(e,\"curveNatural\",function(){return O.a});var I=n(300);n.d(e,\"curveStep\",function(){return I.a}),n.d(e,\"curveStepAfter\",function(){return I.b}),n.d(e,\"curveStepBefore\",function(){return I.c});var D=n(312);n.d(e,\"stack\",function(){return D.a});var R=n(305);n.d(e,\"stackOffsetExpand\",function(){return R.a});var L=n(304);n.d(e,\"stackOffsetDiverging\",function(){return L.a});var U=n(36);n.d(e,\"stackOffsetNone\",function(){return U.a});var F=n(306);n.d(e,\"stackOffsetSilhouette\",function(){return F.a});var j=n(307);n.d(e,\"stackOffsetWiggle\",function(){return j.a});var B=n(76);n.d(e,\"stackOrderAscending\",function(){return B.a});var V=n(308);n.d(e,\"stackOrderDescending\",function(){return V.a});var W=n(309);n.d(e,\"stackOrderInsideOut\",function(){return W.a});var z=n(37);n.d(e,\"stackOrderNone\",function(){return z.a});var H=n(310);n.d(e,\"stackOrderReverse\",function(){return H.a})},function(t,e,n){\"use strict\";var r=n(32),i=n(17),o=n(49),a=n(75),u=n(77);e.a=function(){function t(t){var e,i,o,a,u,g=t.length,m=!1,y=new Array(g),_=new Array(g);for(null==h&&(v=d(u=n.i(r.a)())),e=0;e<=g;++e){if(!(e<g&&p(a=t[e],e,t))===m)if(m=!m)i=e,v.areaStart(),v.lineStart();else{for(v.lineEnd(),v.lineStart(),o=e-1;o>=i;--o)v.point(y[o],_[o]);v.lineEnd(),v.areaEnd()}m&&(y[e]=+c(a,e,t),_[e]=+l(a,e,t),v.point(s?+s(a,e,t):y[e],f?+f(a,e,t):_[e]))}if(u)return v=null,u+\"\"||null}function e(){return n.i(a.a)().defined(p).curve(d).context(h)}var c=u.a,s=null,l=n.i(i.a)(0),f=u.b,p=n.i(i.a)(!0),h=null,d=o.a,v=null;return t.x=function(e){return arguments.length?(c=\"function\"==typeof e?e:n.i(i.a)(+e),s=null,t):c},t.x0=function(e){return arguments.length?(c=\"function\"==typeof e?e:n.i(i.a)(+e),t):c},t.x1=function(e){return arguments.length?(s=null==e?null:\"function\"==typeof e?e:n.i(i.a)(+e),t):s},t.y=function(e){return arguments.length?(l=\"function\"==typeof e?e:n.i(i.a)(+e),f=null,t):l},t.y0=function(e){return arguments.length?(l=\"function\"==typeof e?e:n.i(i.a)(+e),t):l},t.y1=function(e){return arguments.length?(f=null==e?null:\"function\"==typeof e?e:n.i(i.a)(+e),t):f},t.lineX0=t.lineY0=function(){return e().x(c).y(l)},t.lineY1=function(){return e().x(c).y(f)},t.lineX1=function(){return e().x(s).y(l)},t.defined=function(e){return arguments.length?(p=\"function\"==typeof e?e:n.i(i.a)(!!e),t):p},t.curve=function(e){return arguments.length?(d=e,null!=h&&(v=d(h)),t):d},t.context=function(e){return arguments.length?(null==e?h=v=null:v=d(h=e),t):h},t}},function(t,e,n){\"use strict\";n.d(e,\"a\",function(){return r});var r=Array.prototype.slice},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._k=(1-e)/6}e.b=r;var i=n(50),o=n(48);r.prototype={areaStart:i.a,areaEnd:i.a,lineStart:function(){this._x0=this._x1=this._x2=this._x3=this._x4=this._x5=this._y0=this._y1=this._y2=this._y3=this._y4=this._y5=NaN,this._point=0},lineEnd:function(){switch(this._point){case 1:this._context.moveTo(this._x3,this._y3),this._context.closePath();break;case 2:this._context.lineTo(this._x3,this._y3),this._context.closePath();break;case 3:this.point(this._x3,this._y3),this.point(this._x4,this._y4),this.point(this._x5,this._y5)}},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._x3=t,this._y3=e;break;case 1:this._point=2,this._context.moveTo(this._x4=t,this._y4=e);break;case 2:this._point=3,this._x5=t,this._y5=e;break;default:n.i(o.c)(this,t,e)}this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return new r(t,e)}return n.tension=function(e){return t(+e)},n}(0)},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._k=(1-e)/6}e.b=r;var i=n(48);r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._point=0},lineEnd:function(){(this._line||0!==this._line&&3===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1;break;case 1:this._point=2;break;case 2:this._point=3,this._line?this._context.lineTo(this._x2,this._y2):this._context.moveTo(this._x2,this._y2);break;case 3:this._point=4;default:n.i(i.c)(this,t,e)}this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return new r(t,e)}return n.tension=function(e){return t(+e)},n}(0)},function(t,e,n){\"use strict\";function r(t){this._curve=t}function i(t){function e(e){return new r(t(e))}return e._curve=t,e}n.d(e,\"b\",function(){return a}),e.a=i;var o=n(49),a=i(o.a);r.prototype={areaStart:function(){this._curve.areaStart()},areaEnd:function(){this._curve.areaEnd()},lineStart:function(){this._curve.lineStart()},lineEnd:function(){this._curve.lineEnd()},point:function(t,e){this._curve.point(e*Math.sin(t),e*-Math.cos(t))}}},function(t,e,n){\"use strict\";function r(t){var e=t.curve;return t.angle=t.x,delete t.x,t.radius=t.y,delete t.y,t.curve=function(t){return arguments.length?e(n.i(i.a)(t)):e()._curve},t}e.b=r;var i=n(141),o=n(75);e.a=function(){return r(n.i(o.a)().curve(i.b))}},function(t,e,n){\"use strict\";e.a=function(t,e){return[(e=+e)*Math.cos(t-=Math.PI/2),e*Math.sin(t)]}},function(t,e,n){\"use strict\";var r=n(35);e.a={draw:function(t,e){var n=Math.sqrt(e/r.b);t.moveTo(n,0),t.arc(0,0,n,0,r.c)}}},function(t,e,n){\"use strict\";e.a={draw:function(t,e){var n=Math.sqrt(e/5)/2;t.moveTo(-3*n,-n),t.lineTo(-n,-n),t.lineTo(-n,-3*n),t.lineTo(n,-3*n),t.lineTo(n,-n),t.lineTo(3*n,-n),t.lineTo(3*n,n),t.lineTo(n,n),t.lineTo(n,3*n),t.lineTo(-n,3*n),t.lineTo(-n,n),t.lineTo(-3*n,n),t.closePath()}}},function(t,e,n){\"use strict\";var r=Math.sqrt(1/3),i=2*r;e.a={draw:function(t,e){var n=Math.sqrt(e/i),o=n*r;t.moveTo(0,-n),t.lineTo(o,0),t.lineTo(0,n),t.lineTo(-o,0),t.closePath()}}},function(t,e,n){\"use strict\";e.a={draw:function(t,e){var n=Math.sqrt(e),r=-n/2;t.rect(r,r,n,n)}}},function(t,e,n){\"use strict\";var r=n(35),i=Math.sin(r.b/10)/Math.sin(7*r.b/10),o=Math.sin(r.c/10)*i,a=-Math.cos(r.c/10)*i;e.a={draw:function(t,e){var n=Math.sqrt(.8908130915292852*e),i=o*n,u=a*n;t.moveTo(0,-n),t.lineTo(i,u);for(var c=1;c<5;++c){var s=r.c*c/5,l=Math.cos(s),f=Math.sin(s);t.lineTo(f*n,-l*n),t.lineTo(l*i-f*u,f*i+l*u)}t.closePath()}}},function(t,e,n){\"use strict\";var r=Math.sqrt(3);e.a={draw:function(t,e){var n=-Math.sqrt(e/(3*r));t.moveTo(0,2*n),t.lineTo(-r*n,-n),t.lineTo(r*n,-n),t.closePath()}}},function(t,e,n){\"use strict\";var r=-.5,i=Math.sqrt(3)/2,o=1/Math.sqrt(12),a=3*(o/2+1);e.a={draw:function(t,e){var n=Math.sqrt(e/a),u=n/2,c=n*o,s=u,l=n*o+n,f=-s,p=l;t.moveTo(u,c),t.lineTo(s,l),t.lineTo(f,p),t.lineTo(r*u-i*c,i*u+r*c),t.lineTo(r*s-i*l,i*s+r*l),t.lineTo(r*f-i*p,i*f+r*p),t.lineTo(r*u+i*c,r*c-i*u),t.lineTo(r*s+i*l,r*l-i*s),t.lineTo(r*f+i*p,r*p-i*f),t.closePath()}}},function(t,e,n){\"use strict\";function r(t){return t.toISOString()}n.d(e,\"b\",function(){return o});var i=n(79),o=\"%Y-%m-%dT%H:%M:%S.%LZ\",a=Date.prototype.toISOString?r:n.i(i.d)(o);e.a=a},function(t,e,n){\"use strict\";function r(t){if(0<=t.y&&t.y<100){var e=new Date(-1,t.m,t.d,t.H,t.M,t.S,t.L);return e.setFullYear(t.y),e}return new Date(t.y,t.m,t.d,t.H,t.M,t.S,t.L)}function i(t){if(0<=t.y&&t.y<100){var e=new Date(Date.UTC(-1,t.m,t.d,t.H,t.M,t.S,t.L));return e.setUTCFullYear(t.y),e}return new Date(Date.UTC(t.y,t.m,t.d,t.H,t.M,t.S,t.L))}function o(t){return{y:t,m:0,d:1,H:0,M:0,S:0,L:0}}function a(t){function e(t,e){return function(n){var r,i,o,a=[],u=-1,c=0,s=t.length;for(n instanceof Date||(n=new Date(+n));++u<s;)37===t.charCodeAt(u)&&(a.push(t.slice(c,u)),null!=(i=dt[r=t.charAt(++u)])?r=t.charAt(++u):i=\"e\"===r?\" \":\"0\",(o=e[r])&&(r=o(n,i)),a.push(r),c=u+1);return a.push(t.slice(c,u)),a.join(\"\")}}function a(t,e){return function(r){var a,c,s=o(1900),l=u(s,t,r+=\"\",0);if(l!=r.length)return null;if(\"Q\"in s)return new Date(s.Q);if(\"p\"in s&&(s.H=s.H%12+12*s.p),\"V\"in s){if(s.V<1||s.V>53)return null;\"w\"in s||(s.w=1),\"Z\"in s?(a=i(o(s.y)),c=a.getUTCDay(),a=c>4||0===c?ht.a.ceil(a):n.i(ht.a)(a),a=ht.b.offset(a,7*(s.V-1)),s.y=a.getUTCFullYear(),s.m=a.getUTCMonth(),s.d=a.getUTCDate()+(s.w+6)%7):(a=e(o(s.y)),c=a.getDay(),a=c>4||0===c?ht.c.ceil(a):n.i(ht.c)(a),a=ht.d.offset(a,7*(s.V-1)),s.y=a.getFullYear(),s.m=a.getMonth(),s.d=a.getDate()+(s.w+6)%7)}else(\"W\"in s||\"U\"in s)&&(\"w\"in s||(s.w=\"u\"in s?s.u%7:\"W\"in s?1:0),c=\"Z\"in s?i(o(s.y)).getUTCDay():e(o(s.y)).getDay(),s.m=0,s.d=\"W\"in s?(s.w+6)%7+7*s.W-(c+5)%7:s.w+7*s.U-(c+6)%7);return\"Z\"in s?(s.H+=s.Z/100|0,s.M+=s.Z%100,i(s)):e(s)}}function u(t,e,n,r){for(var i,o,a=0,u=e.length,c=n.length;a<u;){if(r>=c)return-1;if(37===(i=e.charCodeAt(a++))){if(i=e.charAt(a++),!(o=Zt[i in dt?e.charAt(a++):i])||(r=o(t,n,r))<0)return-1}else if(i!=n.charCodeAt(r++))return-1}return r}function c(t,e,n){var r=Bt.exec(e.slice(n));return r?(t.p=Vt[r[0].toLowerCase()],n+r[0].length):-1}function vt(t,e,n){var r=Ht.exec(e.slice(n));return r?(t.w=qt[r[0].toLowerCase()],n+r[0].length):-1}function gt(t,e,n){var r=Wt.exec(e.slice(n));return r?(t.w=zt[r[0].toLowerCase()],n+r[0].length):-1}function mt(t,e,n){var r=Gt.exec(e.slice(n));return r?(t.m=$t[r[0].toLowerCase()],n+r[0].length):-1}function yt(t,e,n){var r=Yt.exec(e.slice(n));return r?(t.m=Kt[r[0].toLowerCase()],n+r[0].length):-1}function _t(t,e,n){return u(t,Ot,e,n)}function bt(t,e,n){return u(t,It,e,n)}function xt(t,e,n){return u(t,Dt,e,n)}function wt(t){return Ut[t.getDay()]}function Ct(t){return Lt[t.getDay()]}function kt(t){return jt[t.getMonth()]}function Et(t){return Ft[t.getMonth()]}function Mt(t){return Rt[+(t.getHours()>=12)]}function Tt(t){return Ut[t.getUTCDay()]}function St(t){return Lt[t.getUTCDay()]}function Nt(t){return jt[t.getUTCMonth()]}function At(t){return Ft[t.getUTCMonth()]}function Pt(t){return Rt[+(t.getUTCHours()>=12)]}var Ot=t.dateTime,It=t.date,Dt=t.time,Rt=t.periods,Lt=t.days,Ut=t.shortDays,Ft=t.months,jt=t.shortMonths,Bt=s(Rt),Vt=l(Rt),Wt=s(Lt),zt=l(Lt),Ht=s(Ut),qt=l(Ut),Yt=s(Ft),Kt=l(Ft),Gt=s(jt),$t=l(jt),Xt={a:wt,A:Ct,b:kt,B:Et,c:null,d:A,e:A,f:R,H:P,I:O,j:I,L:D,m:L,M:U,p:Mt,Q:ft,s:pt,S:F,u:j,U:B,V:V,w:W,W:z,x:null,X:null,y:H,Y:q,Z:Y,\"%\":lt},Qt={a:Tt,A:St,b:Nt,B:At,c:null,d:K,e:K,f:Z,H:G,I:$,j:X,L:Q,m:J,M:tt,p:Pt,Q:ft,s:pt,S:et,u:nt,U:rt,V:it,w:ot,W:at,x:null,X:null,y:ut,Y:ct,Z:st,\"%\":lt},Zt={a:vt,A:gt,b:mt,B:yt,c:_t,d:b,e:b,f:M,H:w,I:w,j:x,L:E,m:_,M:C,p:c,Q:S,s:N,S:k,u:p,U:h,V:d,w:f,W:v,x:bt,X:xt,y:m,Y:g,Z:y,\"%\":T};return Xt.x=e(It,Xt),Xt.X=e(Dt,Xt),Xt.c=e(Ot,Xt),Qt.x=e(It,Qt),Qt.X=e(Dt,Qt),Qt.c=e(Ot,Qt),{format:function(t){var n=e(t+=\"\",Xt);return n.toString=function(){return t},n},parse:function(t){var e=a(t+=\"\",r);return e.toString=function(){return t},e},utcFormat:function(t){var n=e(t+=\"\",Qt);return n.toString=function(){return t},n},utcParse:function(t){var e=a(t,i);return e.toString=function(){return t},e}}}function u(t,e,n){var r=t<0?\"-\":\"\",i=(r?-t:t)+\"\",o=i.length;return r+(o<n?new Array(n-o+1).join(e)+i:i)}function c(t){return t.replace(mt,\"\\\\$&\")}function s(t){return new RegExp(\"^(?:\"+t.map(c).join(\"|\")+\")\",\"i\")}function l(t){for(var e={},n=-1,r=t.length;++n<r;)e[t[n].toLowerCase()]=n;return e}function f(t,e,n){var r=vt.exec(e.slice(n,n+1));return r?(t.w=+r[0],n+r[0].length):-1}function p(t,e,n){var r=vt.exec(e.slice(n,n+1));return r?(t.u=+r[0],n+r[0].length):-1}function h(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.U=+r[0],n+r[0].length):-1}function d(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.V=+r[0],n+r[0].length):-1}function v(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.W=+r[0],n+r[0].length):-1}function g(t,e,n){var r=vt.exec(e.slice(n,n+4));return r?(t.y=+r[0],n+r[0].length):-1}function m(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.y=+r[0]+(+r[0]>68?1900:2e3),n+r[0].length):-1}function y(t,e,n){var r=/^(Z)|([+-]\\d\\d)(?::?(\\d\\d))?/.exec(e.slice(n,n+6));return r?(t.Z=r[1]?0:-(r[2]+(r[3]||\"00\")),n+r[0].length):-1}function _(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.m=r[0]-1,n+r[0].length):-1}function b(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.d=+r[0],n+r[0].length):-1}function x(t,e,n){var r=vt.exec(e.slice(n,n+3));return r?(t.m=0,t.d=+r[0],n+r[0].length):-1}function w(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.H=+r[0],n+r[0].length):-1}function C(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.M=+r[0],n+r[0].length):-1}function k(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.S=+r[0],n+r[0].length):-1}function E(t,e,n){var r=vt.exec(e.slice(n,n+3));return r?(t.L=+r[0],n+r[0].length):-1}function M(t,e,n){var r=vt.exec(e.slice(n,n+6));return r?(t.L=Math.floor(r[0]/1e3),n+r[0].length):-1}function T(t,e,n){var r=gt.exec(e.slice(n,n+1));return r?n+r[0].length:-1}function S(t,e,n){var r=vt.exec(e.slice(n));return r?(t.Q=+r[0],n+r[0].length):-1}function N(t,e,n){var r=vt.exec(e.slice(n));return r?(t.Q=1e3*+r[0],n+r[0].length):-1}function A(t,e){return u(t.getDate(),e,2)}function P(t,e){return u(t.getHours(),e,2)}function O(t,e){return u(t.getHours()%12||12,e,2)}function I(t,e){return u(1+ht.d.count(n.i(ht.e)(t),t),e,3)}function D(t,e){return u(t.getMilliseconds(),e,3)}function R(t,e){return D(t,e)+\"000\"}function L(t,e){return u(t.getMonth()+1,e,2)}function U(t,e){return u(t.getMinutes(),e,2)}function F(t,e){return u(t.getSeconds(),e,2)}function j(t){var e=t.getDay();return 0===e?7:e}function B(t,e){return u(ht.f.count(n.i(ht.e)(t),t),e,2)}function V(t,e){var r=t.getDay();return t=r>=4||0===r?n.i(ht.g)(t):ht.g.ceil(t),u(ht.g.count(n.i(ht.e)(t),t)+(4===n.i(ht.e)(t).getDay()),e,2)}function W(t){return t.getDay()}function z(t,e){return u(ht.c.count(n.i(ht.e)(t),t),e,2)}function H(t,e){return u(t.getFullYear()%100,e,2)}function q(t,e){return u(t.getFullYear()%1e4,e,4)}function Y(t){var e=t.getTimezoneOffset();return(e>0?\"-\":(e*=-1,\"+\"))+u(e/60|0,\"0\",2)+u(e%60,\"0\",2)}function K(t,e){return u(t.getUTCDate(),e,2)}function G(t,e){return u(t.getUTCHours(),e,2)}function $(t,e){return u(t.getUTCHours()%12||12,e,2)}function X(t,e){return u(1+ht.b.count(n.i(ht.h)(t),t),e,3)}function Q(t,e){return u(t.getUTCMilliseconds(),e,3)}function Z(t,e){return Q(t,e)+\"000\"}function J(t,e){return u(t.getUTCMonth()+1,e,2)}function tt(t,e){return u(t.getUTCMinutes(),e,2)}function et(t,e){return u(t.getUTCSeconds(),e,2)}function nt(t){var e=t.getUTCDay();return 0===e?7:e}function rt(t,e){return u(ht.i.count(n.i(ht.h)(t),t),e,2)}function it(t,e){var r=t.getUTCDay();return t=r>=4||0===r?n.i(ht.j)(t):ht.j.ceil(t),u(ht.j.count(n.i(ht.h)(t),t)+(4===n.i(ht.h)(t).getUTCDay()),e,2)}function ot(t){return t.getUTCDay()}function at(t,e){return u(ht.a.count(n.i(ht.h)(t),t),e,2)}function ut(t,e){return u(t.getUTCFullYear()%100,e,2)}function ct(t,e){return u(t.getUTCFullYear()%1e4,e,4)}function st(){return\"+0000\"}function lt(){return\"%\"}function ft(t){return+t}function pt(t){return Math.floor(+t/1e3)}e.a=a;var ht=n(80),dt={\"-\":\"\",_:\" \",0:\"0\"},vt=/^\\s*\\d+/,gt=/^%/,mt=/[\\\\^$*+?|[\\]().{}]/g},function(t,e,n){\"use strict\";var r=n(11),i={listen:function(t,e,n){return t.addEventListener?(t.addEventListener(e,n,!1),{remove:function(){t.removeEventListener(e,n,!1)}}):t.attachEvent?(t.attachEvent(\"on\"+e,n),{remove:function(){t.detachEvent(\"on\"+e,n)}}):void 0},capture:function(t,e,n){return t.addEventListener?(t.addEventListener(e,n,!0),{remove:function(){t.removeEventListener(e,n,!0)}}):{remove:r}},registerDefault:function(){}};t.exports=i},function(t,e,n){\"use strict\";function r(t){try{t.focus()}catch(t){}}t.exports=r},function(t,e,n){\"use strict\";function r(t){if(void 0===(t=t||(\"undefined\"!=typeof document?document:void 0)))return null;try{return t.activeElement||t.body}catch(e){return t.body}}t.exports=r},function(t,e){function n(){throw new Error(\"setTimeout has not been defined\")}function r(){throw new Error(\"clearTimeout has not been defined\")}function i(t){if(l===setTimeout)return setTimeout(t,0);if((l===n||!l)&&setTimeout)return l=setTimeout,setTimeout(t,0);try{return l(t,0)}catch(e){try{return l.call(null,t,0)}catch(e){return l.call(this,t,0)}}}function o(t){if(f===clearTimeout)return clearTimeout(t);if((f===r||!f)&&clearTimeout)return f=clearTimeout,clearTimeout(t);try{return f(t)}catch(e){try{return f.call(null,t)}catch(e){return f.call(this,t)}}}function a(){v&&h&&(v=!1,h.length?d=h.concat(d):g=-1,d.length&&u())}function u(){if(!v){var t=i(a);v=!0;for(var e=d.length;e;){for(h=d,d=[];++g<e;)h&&h[g].run();g=-1,e=d.length}h=null,v=!1,o(t)}}function c(t,e){this.fun=t,this.array=e}function s(){}var l,f,p=t.exports={};!function(){try{l=\"function\"==typeof setTimeout?setTimeout:n}catch(t){l=n}try{f=\"function\"==typeof clearTimeout?clearTimeout:r}catch(t){f=r}}();var h,d=[],v=!1,g=-1;p.nextTick=function(t){var e=new Array(arguments.length-1);if(arguments.length>1)for(var n=1;n<arguments.length;n++)e[n-1]=arguments[n];d.push(new c(t,e)),1!==d.length||v||i(u)},c.prototype.run=function(){this.fun.apply(null,this.array)},p.title=\"browser\",p.browser=!0,p.env={},p.argv=[],p.version=\"\",p.versions={},p.on=s,p.addListener=s,p.once=s,p.off=s,p.removeListener=s,p.removeAllListeners=s,p.emit=s,p.prependListener=s,p.prependOnceListener=s,p.listeners=function(t){return[]},p.binding=function(t){throw new Error(\"process.binding is not supported\")},p.cwd=function(){return\"/\"},p.chdir=function(t){throw new Error(\"process.chdir is not supported\")},p.umask=function(){return 0}},function(t,e,n){\"use strict\";var r=n(343);t.exports=function(t){return r(t,!1)}},function(t,e,n){\"use strict\";function r(t,e){return t+e.charAt(0).toUpperCase()+e.substring(1)}var i={animationIterationCount:!0,borderImageOutset:!0,borderImageSlice:!0,borderImageWidth:!0,boxFlex:!0,boxFlexGroup:!0,boxOrdinalGroup:!0,columnCount:!0,columns:!0,flex:!0,flexGrow:!0,flexPositive:!0,flexShrink:!0,flexNegative:!0,flexOrder:!0,gridRow:!0,gridRowEnd:!0,gridRowSpan:!0,gridRowStart:!0,gridColumn:!0,gridColumnEnd:!0,gridColumnSpan:!0,gridColumnStart:!0,fontWeight:!0,lineClamp:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,tabSize:!0,widows:!0,zIndex:!0,zoom:!0,fillOpacity:!0,floodOpacity:!0,stopOpacity:!0,strokeDasharray:!0,strokeDashoffset:!0,strokeMiterlimit:!0,strokeOpacity:!0,strokeWidth:!0},o=[\"Webkit\",\"ms\",\"Moz\",\"O\"];Object.keys(i).forEach(function(t){o.forEach(function(e){i[r(e,t)]=i[t]})});var a={background:{backgroundAttachment:!0,backgroundColor:!0,backgroundImage:!0,backgroundPositionX:!0,backgroundPositionY:!0,backgroundRepeat:!0},backgroundPosition:{backgroundPositionX:!0,backgroundPositionY:!0},border:{borderWidth:!0,borderStyle:!0,borderColor:!0},borderBottom:{borderBottomWidth:!0,borderBottomStyle:!0,borderBottomColor:!0},borderLeft:{borderLeftWidth:!0,borderLeftStyle:!0,borderLeftColor:!0},borderRight:{borderRightWidth:!0,borderRightStyle:!0,borderRightColor:!0},borderTop:{borderTopWidth:!0,borderTopStyle:!0,borderTopColor:!0},font:{fontStyle:!0,fontVariant:!0,fontWeight:!0,fontSize:!0,lineHeight:!0,fontFamily:!0},outline:{outlineWidth:!0,outlineStyle:!0,outlineColor:!0}},u={isUnitlessNumber:i,shorthandPropertyExpansions:a};t.exports=u},function(t,e,n){\"use strict\";function r(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}var i=n(1),o=n(18),a=(n(0),function(){function t(e){r(this,t),this._callbacks=null,this._contexts=null,this._arg=e}return t.prototype.enqueue=function(t,e){this._callbacks=this._callbacks||[],this._callbacks.push(t),this._contexts=this._contexts||[],this._contexts.push(e)},t.prototype.notifyAll=function(){var t=this._callbacks,e=this._contexts,n=this._arg;if(t&&e){t.length!==e.length&&i(\"24\"),this._callbacks=null,this._contexts=null;for(var r=0;r<t.length;r++)t[r].call(e[r],n);t.length=0,e.length=0}},t.prototype.checkpoint=function(){return this._callbacks?this._callbacks.length:0},t.prototype.rollback=function(t){this._callbacks&&this._contexts&&(this._callbacks.length=t,this._contexts.length=t)},t.prototype.reset=function(){this._callbacks=null,this._contexts=null},t.prototype.destructor=function(){this.reset()},t}());t.exports=o.addPoolingTo(a)},function(t,e,n){\"use strict\";function r(t){return!!s.hasOwnProperty(t)||!c.hasOwnProperty(t)&&(u.test(t)?(s[t]=!0,!0):(c[t]=!0,!1))}function i(t,e){return null==e||t.hasBooleanValue&&!e||t.hasNumericValue&&isNaN(e)||t.hasPositiveNumericValue&&e<1||t.hasOverloadedBooleanValue&&!1===e}var o=n(21),a=(n(4),n(9),n(407)),u=(n(2),new RegExp(\"^[\"+o.ATTRIBUTE_NAME_START_CHAR+\"][\"+o.ATTRIBUTE_NAME_CHAR+\"]*$\")),c={},s={},l={createMarkupForID:function(t){return o.ID_ATTRIBUTE_NAME+\"=\"+a(t)},setAttributeForID:function(t,e){t.setAttribute(o.ID_ATTRIBUTE_NAME,e)},createMarkupForRoot:function(){return o.ROOT_ATTRIBUTE_NAME+'=\"\"'},setAttributeForRoot:function(t){t.setAttribute(o.ROOT_ATTRIBUTE_NAME,\"\")},createMarkupForProperty:function(t,e){var n=o.properties.hasOwnProperty(t)?o.properties[t]:null;if(n){if(i(n,e))return\"\";var r=n.attributeName;return n.hasBooleanValue||n.hasOverloadedBooleanValue&&!0===e?r+'=\"\"':r+\"=\"+a(e)}return o.isCustomAttribute(t)?null==e?\"\":t+\"=\"+a(e):null},createMarkupForCustomAttribute:function(t,e){return r(t)&&null!=e?t+\"=\"+a(e):\"\"},setValueForProperty:function(t,e,n){var r=o.properties.hasOwnProperty(e)?o.properties[e]:null;if(r){var a=r.mutationMethod;if(a)a(t,n);else{if(i(r,n))return void this.deleteValueForProperty(t,e);if(r.mustUseProperty)t[r.propertyName]=n;else{var u=r.attributeName,c=r.attributeNamespace;c?t.setAttributeNS(c,u,\"\"+n):r.hasBooleanValue||r.hasOverloadedBooleanValue&&!0===n?t.setAttribute(u,\"\"):t.setAttribute(u,\"\"+n)}}}else if(o.isCustomAttribute(e))return void l.setValueForAttribute(t,e,n)},setValueForAttribute:function(t,e,n){if(r(e)){null==n?t.removeAttribute(e):t.setAttribute(e,\"\"+n)}},deleteValueForAttribute:function(t,e){t.removeAttribute(e)},deleteValueForProperty:function(t,e){var n=o.properties.hasOwnProperty(e)?o.properties[e]:null;if(n){var r=n.mutationMethod;if(r)r(t,void 0);else if(n.mustUseProperty){var i=n.propertyName;n.hasBooleanValue?t[i]=!1:t[i]=\"\"}else t.removeAttribute(n.attributeName)}else o.isCustomAttribute(e)&&t.removeAttribute(e)}};t.exports=l},function(t,e,n){\"use strict\";var r={hasCachedChildNodes:1};t.exports=r},function(t,e,n){\"use strict\";function r(){if(this._rootNodeID&&this._wrapperState.pendingUpdate){this._wrapperState.pendingUpdate=!1;var t=this._currentElement.props,e=u.getValue(t);null!=e&&i(this,Boolean(t.multiple),e)}}function i(t,e,n){var r,i,o=c.getNodeFromInstance(t).options;if(e){for(r={},i=0;i<n.length;i++)r[\"\"+n[i]]=!0;for(i=0;i<o.length;i++){var a=r.hasOwnProperty(o[i].value);o[i].selected!==a&&(o[i].selected=a)}}else{for(r=\"\"+n,i=0;i<o.length;i++)if(o[i].value===r)return void(o[i].selected=!0);o.length&&(o[0].selected=!0)}}function o(t){var e=this._currentElement.props,n=u.executeOnChange(e,t);return this._rootNodeID&&(this._wrapperState.pendingUpdate=!0),s.asap(r,this),n}var a=n(3),u=n(86),c=n(4),s=n(12),l=(n(2),!1),f={getHostProps:function(t,e){return a({},e,{onChange:t._wrapperState.onChange,value:void 0})},mountWrapper:function(t,e){var n=u.getValue(e);t._wrapperState={pendingUpdate:!1,initialValue:null!=n?n:e.defaultValue,listeners:null,onChange:o.bind(t),wasMultiple:Boolean(e.multiple)},void 0===e.value||void 0===e.defaultValue||l||(l=!0)},getSelectValueContext:function(t){return t._wrapperState.initialValue},postUpdateWrapper:function(t){var e=t._currentElement.props;t._wrapperState.initialValue=void 0;var n=t._wrapperState.wasMultiple;t._wrapperState.wasMultiple=Boolean(e.multiple);var r=u.getValue(e);null!=r?(t._wrapperState.pendingUpdate=!1,i(t,Boolean(e.multiple),r)):n!==Boolean(e.multiple)&&(null!=e.defaultValue?i(t,Boolean(e.multiple),e.defaultValue):i(t,Boolean(e.multiple),e.multiple?[]:\"\"))}};t.exports=f},function(t,e,n){\"use strict\";var r,i={injectEmptyComponentFactory:function(t){r=t}},o={create:function(t){return r(t)}};o.injection=i,t.exports=o},function(t,e,n){\"use strict\";var r={logTopLevelRenders:!1};t.exports=r},function(t,e,n){\"use strict\";function r(t){return u||a(\"111\",t.type),new u(t)}function i(t){return new c(t)}function o(t){return t instanceof c}var a=n(1),u=(n(0),null),c=null,s={injectGenericComponentClass:function(t){u=t},injectTextComponentClass:function(t){c=t}},l={createInternalComponent:r,createInstanceForText:i,isTextComponent:o,injection:s};t.exports=l},function(t,e,n){\"use strict\";function r(t){return o(document.documentElement,t)}var i=n(367),o=n(331),a=n(154),u=n(155),c={hasSelectionCapabilities:function(t){var e=t&&t.nodeName&&t.nodeName.toLowerCase();return e&&(\"input\"===e&&\"text\"===t.type||\"textarea\"===e||\"true\"===t.contentEditable)},getSelectionInformation:function(){var t=u();return{focusedElem:t,selectionRange:c.hasSelectionCapabilities(t)?c.getSelection(t):null}},restoreSelection:function(t){var e=u(),n=t.focusedElem,i=t.selectionRange;e!==n&&r(n)&&(c.hasSelectionCapabilities(n)&&c.setSelection(n,i),a(n))},getSelection:function(t){var e;if(\"selectionStart\"in t)e={start:t.selectionStart,end:t.selectionEnd};else if(document.selection&&t.nodeName&&\"input\"===t.nodeName.toLowerCase()){var n=document.selection.createRange();n.parentElement()===t&&(e={start:-n.moveStart(\"character\",-t.value.length),end:-n.moveEnd(\"character\",-t.value.length)})}else e=i.getOffsets(t);return e||{start:0,end:0}},setSelection:function(t,e){var n=e.start,r=e.end;if(void 0===r&&(r=n),\"selectionStart\"in t)t.selectionStart=n,t.selectionEnd=Math.min(r,t.value.length);else if(document.selection&&t.nodeName&&\"input\"===t.nodeName.toLowerCase()){var o=t.createTextRange();o.collapse(!0),o.moveStart(\"character\",n),o.moveEnd(\"character\",r-n),o.select()}else i.setOffsets(t,e)}};t.exports=c},function(t,e,n){\"use strict\";function r(t,e){for(var n=Math.min(t.length,e.length),r=0;r<n;r++)if(t.charAt(r)!==e.charAt(r))return r;return t.length===e.length?-1:n}function i(t){return t?t.nodeType===D?t.documentElement:t.firstChild:null}function o(t){return t.getAttribute&&t.getAttribute(P)||\"\"}function a(t,e,n,r,i){var o;if(x.logTopLevelRenders){var a=t._currentElement.props.child,u=a.type;o=\"React mount: \"+(\"string\"==typeof u?u:u.displayName||u.name),console.time(o)}var c=k.mountComponent(t,n,null,_(t,e),i,0);o&&console.timeEnd(o),t._renderedComponent._topLevelWrapper=t,j._mountImageIntoNode(c,e,t,r,n)}function u(t,e,n,r){var i=M.ReactReconcileTransaction.getPooled(!n&&b.useCreateElement);i.perform(a,null,t,e,i,n,r),M.ReactReconcileTransaction.release(i)}function c(t,e,n){for(k.unmountComponent(t,n),e.nodeType===D&&(e=e.documentElement);e.lastChild;)e.removeChild(e.lastChild)}function s(t){var e=i(t);if(e){var n=y.getInstanceFromNode(e);return!(!n||!n._hostParent)}}function l(t){return!(!t||t.nodeType!==I&&t.nodeType!==D&&t.nodeType!==R)}function f(t){var e=i(t),n=e&&y.getInstanceFromNode(e);return n&&!n._hostParent?n:null}function p(t){var e=f(t);return e?e._hostContainerInfo._topLevelWrapper:null}var h=n(1),d=n(20),v=n(21),g=n(26),m=n(53),y=(n(15),n(4)),_=n(361),b=n(363),x=n(164),w=n(39),C=(n(9),n(377)),k=n(24),E=n(89),M=n(12),T=n(51),S=n(174),N=(n(0),n(57)),A=n(96),P=(n(2),v.ID_ATTRIBUTE_NAME),O=v.ROOT_ATTRIBUTE_NAME,I=1,D=9,R=11,L={},U=1,F=function(){this.rootID=U++};F.prototype.isReactComponent={},F.prototype.render=function(){return this.props.child},F.isReactTopLevelWrapper=!0;var j={TopLevelWrapper:F,_instancesByReactRootID:L,scrollMonitor:function(t,e){e()},_updateRootComponent:function(t,e,n,r,i){return j.scrollMonitor(r,function(){E.enqueueElementInternal(t,e,n),i&&E.enqueueCallbackInternal(t,i)}),t},_renderNewRootComponent:function(t,e,n,r){l(e)||h(\"37\"),m.ensureScrollValueMonitoring();var i=S(t,!1);M.batchedUpdates(u,i,e,n,r);var o=i._instance.rootID;return L[o]=i,i},renderSubtreeIntoContainer:function(t,e,n,r){return null!=t&&w.has(t)||h(\"38\"),j._renderSubtreeIntoContainer(t,e,n,r)},_renderSubtreeIntoContainer:function(t,e,n,r){E.validateCallback(r,\"ReactDOM.render\"),g.isValidElement(e)||h(\"39\",\"string\"==typeof e?\" Instead of passing a string like 'div', pass React.createElement('div') or <div />.\":\"function\"==typeof e?\" Instead of passing a class like Foo, pass React.createElement(Foo) or <Foo />.\":null!=e&&void 0!==e.props?\" This may be caused by unintentionally loading two independent copies of React.\":\"\");var a,u=g.createElement(F,{child:e});if(t){var c=w.get(t);a=c._processChildContext(c._context)}else a=T;var l=p(n);if(l){var f=l._currentElement,d=f.props.child;if(A(d,e)){var v=l._renderedComponent.getPublicInstance(),m=r&&function(){r.call(v)};return j._updateRootComponent(l,u,a,n,m),v}j.unmountComponentAtNode(n)}var y=i(n),_=y&&!!o(y),b=s(n),x=_&&!l&&!b,C=j._renderNewRootComponent(u,n,x,a)._renderedComponent.getPublicInstance();return r&&r.call(C),C},render:function(t,e,n){return j._renderSubtreeIntoContainer(null,t,e,n)},unmountComponentAtNode:function(t){l(t)||h(\"40\");var e=p(t);if(!e){s(t),1===t.nodeType&&t.hasAttribute(O);return!1}return delete L[e._instance.rootID],M.batchedUpdates(c,e,t,!1),!0},_mountImageIntoNode:function(t,e,n,o,a){if(l(e)||h(\"41\"),o){var u=i(e);if(C.canReuseMarkup(t,u))return void y.precacheNode(n,u);var c=u.getAttribute(C.CHECKSUM_ATTR_NAME);u.removeAttribute(C.CHECKSUM_ATTR_NAME);var s=u.outerHTML;u.setAttribute(C.CHECKSUM_ATTR_NAME,c);var f=t,p=r(f,s),v=\" (client) \"+f.substring(p-20,p+20)+\"\\n (server) \"+s.substring(p-20,p+20);e.nodeType===D&&h(\"42\",v)}if(e.nodeType===D&&h(\"43\"),a.useCreateElement){for(;e.lastChild;)e.removeChild(e.lastChild);d.insertTreeBefore(e,t,null)}else N(e,t),y.precacheNode(n,e.firstChild)}};t.exports=j},function(t,e,n){\"use strict\";var r=n(1),i=n(26),o=(n(0),{HOST:0,COMPOSITE:1,EMPTY:2,getType:function(t){return null===t||!1===t?o.EMPTY:i.isValidElement(t)?\"function\"==typeof t.type?o.COMPOSITE:o.HOST:void r(\"26\",t)}});t.exports=o},function(t,e,n){\"use strict\";function r(t,e){return null==e&&i(\"30\"),null==t?e:Array.isArray(t)?Array.isArray(e)?(t.push.apply(t,e),t):(t.push(e),t):Array.isArray(e)?[t].concat(e):[t,e]}var i=n(1);n(0);t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n){Array.isArray(t)?t.forEach(e,n):t&&e.call(n,t)}t.exports=r},function(t,e,n){\"use strict\";function r(t){for(var e;(e=t._renderedNodeType)===i.COMPOSITE;)t=t._renderedComponent;return e===i.HOST?t._renderedComponent:e===i.EMPTY?null:void 0}var i=n(168);t.exports=r},function(t,e,n){\"use strict\";function r(){return!o&&i.canUseDOM&&(o=\"textContent\"in document.documentElement?\"textContent\":\"innerText\"),o}var i=n(6),o=null;t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=t.type,n=t.nodeName;return n&&\"input\"===n.toLowerCase()&&(\"checkbox\"===e||\"radio\"===e)}function i(t){return t._wrapperState.valueTracker}function o(t,e){t._wrapperState.valueTracker=e}function a(t){t._wrapperState.valueTracker=null}function u(t){var e;return t&&(e=r(t)?\"\"+t.checked:t.value),e}var c=n(4),s={_getTrackerFromNode:function(t){return i(c.getInstanceFromNode(t))},track:function(t){if(!i(t)){var e=c.getNodeFromInstance(t),n=r(e)?\"checked\":\"value\",u=Object.getOwnPropertyDescriptor(e.constructor.prototype,n),s=\"\"+e[n];e.hasOwnProperty(n)||\"function\"!=typeof u.get||\"function\"!=typeof u.set||(Object.defineProperty(e,n,{enumerable:u.enumerable,configurable:!0,get:function(){return u.get.call(this)},set:function(t){s=\"\"+t,u.set.call(this,t)}}),o(t,{getValue:function(){return s},setValue:function(t){s=\"\"+t},stopTracking:function(){a(t),delete e[n]}}))}},updateValueIfChanged:function(t){if(!t)return!1;var e=i(t);if(!e)return s.track(t),!0;var n=e.getValue(),r=u(c.getNodeFromInstance(t));return r!==n&&(e.setValue(r),!0)},stopTracking:function(t){var e=i(t);e&&e.stopTracking()}};t.exports=s},function(t,e,n){\"use strict\";function r(t){if(t){var e=t.getName();if(e)return\" Check the render method of `\"+e+\"`.\"}return\"\"}function i(t){return\"function\"==typeof t&&void 0!==t.prototype&&\"function\"==typeof t.prototype.mountComponent&&\"function\"==typeof t.prototype.receiveComponent}function o(t,e){var n;if(null===t||!1===t)n=s.create(o);else if(\"object\"==typeof t){var u=t,c=u.type;if(\"function\"!=typeof c&&\"string\"!=typeof c){var p=\"\";p+=r(u._owner),a(\"130\",null==c?c:typeof c,p)}\"string\"==typeof u.type?n=l.createInternalComponent(u):i(u.type)?(n=new u.type(u),n.getHostNode||(n.getHostNode=n.getNativeNode)):n=new f(u)}else\"string\"==typeof t||\"number\"==typeof t?n=l.createInstanceForText(t):a(\"131\",typeof t);return n._mountIndex=0,n._mountImage=null,n}var a=n(1),u=n(3),c=n(358),s=n(163),l=n(165),f=(n(420),n(0),n(2),function(t){this.construct(t)});u(f.prototype,c,{_instantiateReactComponent:o}),t.exports=o},function(t,e,n){\"use strict\";function r(t){var e=t&&t.nodeName&&t.nodeName.toLowerCase();return\"input\"===e?!!i[t.type]:\"textarea\"===e}var i={color:!0,date:!0,datetime:!0,\"datetime-local\":!0,email:!0,month:!0,number:!0,password:!0,range:!0,search:!0,tel:!0,text:!0,time:!0,url:!0,week:!0};t.exports=r},function(t,e,n){\"use strict\";var r=n(6),i=n(56),o=n(57),a=function(t,e){if(e){var n=t.firstChild;if(n&&n===t.lastChild&&3===n.nodeType)return void(n.nodeValue=e)}t.textContent=e};r.canUseDOM&&(\"textContent\"in document.documentElement||(a=function(t,e){if(3===t.nodeType)return void(t.nodeValue=e);o(t,i(e))})),t.exports=a},function(t,e,n){\"use strict\";function r(t,e){return t&&\"object\"==typeof t&&null!=t.key?s.escape(t.key):e.toString(36)}function i(t,e,n,o){var p=typeof t;if(\"undefined\"!==p&&\"boolean\"!==p||(t=null),null===t||\"string\"===p||\"number\"===p||\"object\"===p&&t.$$typeof===u)return n(o,t,\"\"===e?l+r(t,0):e),1;var h,d,v=0,g=\"\"===e?l:e+f;if(Array.isArray(t))for(var m=0;m<t.length;m++)h=t[m],d=g+r(h,m),v+=i(h,d,n,o);else{var y=c(t);if(y){var _,b=y.call(t);if(y!==t.entries)for(var x=0;!(_=b.next()).done;)h=_.value,d=g+r(h,x++),v+=i(h,d,n,o);else for(;!(_=b.next()).done;){var w=_.value;w&&(h=w[1],d=g+s.escape(w[0])+f+r(h,0),v+=i(h,d,n,o))}}else if(\"object\"===p){var C=\"\",k=String(t);a(\"31\",\"[object Object]\"===k?\"object with keys {\"+Object.keys(t).join(\", \")+\"}\":k,C)}}return v}function o(t,e,n){return null==t?0:i(t,\"\",e,n)}var a=n(1),u=(n(15),n(373)),c=n(404),s=(n(0),n(85)),l=(n(2),\".\"),f=\":\";t.exports=o},function(t,e,n){\"use strict\";function r(t,e,n){this.props=t,this.context=e,this.refs=s,this.updater=n||c}function i(t,e,n){this.props=t,this.context=e,this.refs=s,this.updater=n||c}function o(){}var a=n(40),u=n(3),c=n(181),s=(n(182),n(51));n(0),n(421);r.prototype.isReactComponent={},r.prototype.setState=function(t,e){\"object\"!=typeof t&&\"function\"!=typeof t&&null!=t&&a(\"85\"),this.updater.enqueueSetState(this,t),e&&this.updater.enqueueCallback(this,e,\"setState\")},r.prototype.forceUpdate=function(t){this.updater.enqueueForceUpdate(this),t&&this.updater.enqueueCallback(this,t,\"forceUpdate\")};o.prototype=r.prototype,i.prototype=new o,i.prototype.constructor=i,u(i.prototype,r.prototype),i.prototype.isPureReactComponent=!0,t.exports={Component:r,PureComponent:i}},function(t,e,n){\"use strict\";function r(t){var e=Function.prototype.toString,n=Object.prototype.hasOwnProperty,r=RegExp(\"^\"+e.call(n).replace(/[\\\\^$.*+?()[\\]{}|]/g,\"\\\\$&\").replace(/hasOwnProperty|(function).*?(?=\\\\\\()| for .+?(?=\\\\\\])/g,\"$1.*?\")+\"$\");try{var i=e.call(t);return r.test(i)}catch(t){return!1}}function i(t){var e=s(t);if(e){var n=e.childIDs;l(t),n.forEach(i)}}function o(t,e,n){return\"\\n    in \"+(t||\"Unknown\")+(e?\" (at \"+e.fileName.replace(/^.*[\\\\\\/]/,\"\")+\":\"+e.lineNumber+\")\":n?\" (created by \"+n+\")\":\"\")}function a(t){return null==t?\"#empty\":\"string\"==typeof t||\"number\"==typeof t?\"#text\":\"string\"==typeof t.type?t.type:t.type.displayName||t.type.name||\"Unknown\"}function u(t){var e,n=E.getDisplayName(t),r=E.getElement(t),i=E.getOwnerID(t);return i&&(e=E.getDisplayName(i)),o(n,r&&r._source,e)}var c,s,l,f,p,h,d,v=n(40),g=n(15),m=(n(0),n(2),\"function\"==typeof Array.from&&\"function\"==typeof Map&&r(Map)&&null!=Map.prototype&&\"function\"==typeof Map.prototype.keys&&r(Map.prototype.keys)&&\"function\"==typeof Set&&r(Set)&&null!=Set.prototype&&\"function\"==typeof Set.prototype.keys&&r(Set.prototype.keys));if(m){var y=new Map,_=new Set;c=function(t,e){y.set(t,e)},s=function(t){return y.get(t)},l=function(t){y.delete(t)},f=function(){return Array.from(y.keys())},p=function(t){_.add(t)},h=function(t){_.delete(t)},d=function(){return Array.from(_.keys())}}else{var b={},x={},w=function(t){return\".\"+t},C=function(t){return parseInt(t.substr(1),10)};c=function(t,e){var n=w(t);b[n]=e},s=function(t){var e=w(t);return b[e]},l=function(t){var e=w(t);delete b[e]},f=function(){return Object.keys(b).map(C)},p=function(t){var e=w(t);x[e]=!0},h=function(t){var e=w(t);delete x[e]},d=function(){return Object.keys(x).map(C)}}var k=[],E={onSetChildren:function(t,e){var n=s(t);n||v(\"144\"),n.childIDs=e;for(var r=0;r<e.length;r++){var i=e[r],o=s(i);o||v(\"140\"),null==o.childIDs&&\"object\"==typeof o.element&&null!=o.element&&v(\"141\"),o.isMounted||v(\"71\"),null==o.parentID&&(o.parentID=t),o.parentID!==t&&v(\"142\",i,o.parentID,t)}},onBeforeMountComponent:function(t,e,n){c(t,{element:e,parentID:n,text:null,childIDs:[],isMounted:!1,updateCount:0})},onBeforeUpdateComponent:function(t,e){var n=s(t);n&&n.isMounted&&(n.element=e)},onMountComponent:function(t){var e=s(t);e||v(\"144\"),e.isMounted=!0,0===e.parentID&&p(t)},onUpdateComponent:function(t){var e=s(t);e&&e.isMounted&&e.updateCount++},onUnmountComponent:function(t){var e=s(t);if(e){e.isMounted=!1;0===e.parentID&&h(t)}k.push(t)},purgeUnmountedComponents:function(){if(!E._preventPurging){for(var t=0;t<k.length;t++){i(k[t])}k.length=0}},isMounted:function(t){var e=s(t);return!!e&&e.isMounted},getCurrentStackAddendum:function(t){var e=\"\";if(t){var n=a(t),r=t._owner;e+=o(n,t._source,r&&r.getName())}var i=g.current,u=i&&i._debugID;return e+=E.getStackAddendumByID(u)},getStackAddendumByID:function(t){for(var e=\"\";t;)e+=u(t),t=E.getParentID(t);return e},getChildIDs:function(t){var e=s(t);return e?e.childIDs:[]},getDisplayName:function(t){var e=E.getElement(t);return e?a(e):null},getElement:function(t){var e=s(t);return e?e.element:null},getOwnerID:function(t){var e=E.getElement(t);return e&&e._owner?e._owner._debugID:null},getParentID:function(t){var e=s(t);return e?e.parentID:null},getSource:function(t){var e=s(t),n=e?e.element:null;return null!=n?n._source:null},getText:function(t){var e=E.getElement(t);return\"string\"==typeof e?e:\"number\"==typeof e?\"\"+e:null},getUpdateCount:function(t){var e=s(t);return e?e.updateCount:0},getRootIDs:d,getRegisteredIDs:f,pushNonStandardWarningStack:function(t,e){if(\"function\"==typeof console.reactStack){var n=[],r=g.current,i=r&&r._debugID;try{for(t&&n.push({name:i?E.getDisplayName(i):null,fileName:e?e.fileName:null,lineNumber:e?e.lineNumber:null});i;){var o=E.getElement(i),a=E.getParentID(i),u=E.getOwnerID(i),c=u?E.getDisplayName(u):null,s=o&&o._source;n.push({name:c,fileName:s?s.fileName:null,lineNumber:s?s.lineNumber:null}),i=a}}catch(t){}console.reactStack(n)}},popNonStandardWarningStack:function(){\"function\"==typeof console.reactStackEnd&&console.reactStackEnd()}};t.exports=E},function(t,e,n){\"use strict\";var r=\"function\"==typeof Symbol&&Symbol.for&&Symbol.for(\"react.element\")||60103;t.exports=r},function(t,e,n){\"use strict\";var r=(n(2),{isMounted:function(t){return!1},enqueueCallback:function(t,e){},enqueueForceUpdate:function(t){},enqueueReplaceState:function(t,e){},enqueueSetState:function(t,e){}});t.exports=r},function(t,e,n){\"use strict\";var r=!1;t.exports=r},,function(t,e,n){\"use strict\";function r(t){return t&&t.__esModule?t:{default:t}}function i(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}function o(t,e){if(!t)throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\");return!e||\"object\"!=typeof e&&\"function\"!=typeof e?t:e}function a(t,e){if(\"function\"!=typeof e&&null!==e)throw new TypeError(\"Super expression must either be null or a function, not \"+typeof e);t.prototype=Object.create(e&&e.prototype,{constructor:{value:t,enumerable:!1,writable:!0,configurable:!0}}),e&&(Object.setPrototypeOf?Object.setPrototypeOf(t,e):t.__proto__=e)}Object.defineProperty(e,\"__esModule\",{value:!0});var u=\"function\"==typeof Symbol&&\"symbol\"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&\"function\"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?\"symbol\":typeof t},c=function(){function t(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,\"value\"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}return function(e,n,r){return n&&t(e.prototype,n),r&&t(e,r),e}}(),s=n(41),l=r(s),f=n(129),p=n(66),h=(n(7),n(29)),d=n(78),v=n(112),g=n(136),m=n(10),y=n(38),_=n(58),b=r(_),x=function(t){function e(){i(this,e);var t=o(this,(e.__proto__||Object.getPrototypeOf(e)).call(this));return window.lastAdditiveForceArrayVisualizer=t,t.topOffset=28,t.leftOffset=80,t.height=350,t.effectFormat=(0,h.format)(\".2\"),t.redraw=(0,y.debounce)(function(){return t.draw()},200),t}return a(e,t),c(e,[{key:\"componentDidMount\",value:function(){var t=this;this.mainGroup=this.svg.append(\"g\"),this.onTopGroup=this.svg.append(\"g\"),this.xaxisElement=this.onTopGroup.append(\"g\").attr(\"transform\",\"translate(0,35)\").attr(\"class\",\"force-bar-array-xaxis\"),this.yaxisElement=this.onTopGroup.append(\"g\").attr(\"transform\",\"translate(0,35)\").attr(\"class\",\"force-bar-array-yaxis\"),this.hoverGroup1=this.svg.append(\"g\"),this.hoverGroup2=this.svg.append(\"g\"),this.baseValueTitle=this.svg.append(\"text\"),this.hoverLine=this.svg.append(\"line\"),this.hoverxOutline=this.svg.append(\"text\").attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#fff\").attr(\"stroke\",\"#fff\").attr(\"stroke-width\",\"6\").attr(\"font-size\",\"12px\"),this.hoverx=this.svg.append(\"text\").attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#000\").attr(\"font-size\",\"12px\"),this.hoverxTitle=this.svg.append(\"text\").attr(\"text-anchor\",\"middle\").attr(\"opacity\",.6).attr(\"font-size\",\"12px\"),this.hoveryOutline=this.svg.append(\"text\").attr(\"text-anchor\",\"end\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#fff\").attr(\"stroke\",\"#fff\").attr(\"stroke-width\",\"6\").attr(\"font-size\",\"12px\"),this.hovery=this.svg.append(\"text\").attr(\"text-anchor\",\"end\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#000\").attr(\"font-size\",\"12px\"),this.xlabel=this.wrapper.select(\".additive-force-array-xlabel\"),this.ylabel=this.wrapper.select(\".additive-force-array-ylabel\");var e=void 0;\"string\"==typeof this.props.plot_cmap?this.props.plot_cmap in b.default.colors?e=b.default.colors[this.props.plot_cmap]:(console.log(\"Invalid color map name, reverting to default.\"),e=b.default.colors.RdBu):Array.isArray(this.props.plot_cmap)&&(e=this.props.plot_cmap),this.colors=e.map(function(t){return(0,m.hsl)(t)}),this.brighterColors=[1.45,1.6].map(function(e,n){return t.colors[n].brighter(e)});var n=(0,h.format)(\",.4\");if(null!=this.props.ordering_keys&&null!=this.props.ordering_keys_time_format){var r=function(t){return\"object\"==(void 0===t?\"undefined\":u(t))?this.formatTime(t):n(t)};this.parseTime=(0,d.timeParse)(this.props.ordering_keys_time_format),this.formatTime=(0,d.timeFormat)(this.props.ordering_keys_time_format),this.xtickFormat=r}else this.parseTime=null,this.formatTime=null,this.xtickFormat=n;this.xscale=(0,p.scaleLinear)(),this.xaxis=(0,v.axisBottom)().scale(this.xscale).tickSizeInner(4).tickSizeOuter(0).tickFormat(function(e){return t.xtickFormat(e)}).tickPadding(-18),this.ytickFormat=n,this.yscale=(0,p.scaleLinear)(),this.yaxis=(0,v.axisLeft)().scale(this.yscale).tickSizeInner(4).tickSizeOuter(0).tickFormat(function(e){return t.ytickFormat(t.invLinkFunction(e))}).tickPadding(2),this.xlabel.node().onchange=function(){return t.internalDraw()},this.ylabel.node().onchange=function(){return t.internalDraw()},this.svg.on(\"mousemove\",function(e){return t.mouseMoved(e)}),this.svg.on(\"click\",function(e){return alert(\"This original index of the sample you clicked is \"+t.nearestExpIndex)}),this.svg.on(\"mouseout\",function(e){return t.mouseOut(e)}),window.addEventListener(\"resize\",this.redraw),window.setTimeout(this.redraw,50)}},{key:\"componentDidUpdate\",value:function(){this.draw()}},{key:\"mouseOut\",value:function(){this.hoverLine.attr(\"display\",\"none\"),this.hoverx.attr(\"display\",\"none\"),this.hoverxOutline.attr(\"display\",\"none\"),this.hoverxTitle.attr(\"display\",\"none\"),this.hovery.attr(\"display\",\"none\"),this.hoveryOutline.attr(\"display\",\"none\"),this.hoverGroup1.attr(\"display\",\"none\"),this.hoverGroup2.attr(\"display\",\"none\")}},{key:\"mouseMoved\",value:function(t){var e=this,n=void 0,r=void 0;this.hoverLine.attr(\"display\",\"\"),this.hoverx.attr(\"display\",\"\"),this.hoverxOutline.attr(\"display\",\"\"),this.hoverxTitle.attr(\"display\",\"\"),this.hovery.attr(\"display\",\"\"),this.hoveryOutline.attr(\"display\",\"\"),this.hoverGroup1.attr(\"display\",\"\"),this.hoverGroup2.attr(\"display\",\"\");var i=(0,f.mouse)(this.svg.node())[0];if(this.props.explanations){for(n=0;n<this.props.explanations.length;++n)(!r||Math.abs(r.xmapScaled-i)>Math.abs(this.props.explanations[n].xmapScaled-i))&&(r=this.props.explanations[n],this.nearestExpIndex=n);this.hoverLine.attr(\"x1\",r.xmapScaled).attr(\"x2\",r.xmapScaled).attr(\"y1\",0+this.topOffset).attr(\"y2\",this.height),this.hoverx.attr(\"x\",r.xmapScaled).attr(\"y\",this.topOffset-5).text(this.xtickFormat(r.xmap)),this.hoverxOutline.attr(\"x\",r.xmapScaled).attr(\"y\",this.topOffset-5).text(this.xtickFormat(r.xmap)),this.hoverxTitle.attr(\"x\",r.xmapScaled).attr(\"y\",this.topOffset-18).text(r.count>1?r.count+\" averaged samples\":\"\"),this.hovery.attr(\"x\",this.leftOffset-6).attr(\"y\",r.joinPointy).text(this.ytickFormat(this.invLinkFunction(r.joinPoint))),this.hoveryOutline.attr(\"x\",this.leftOffset-6).attr(\"y\",r.joinPointy).text(this.ytickFormat(this.invLinkFunction(r.joinPoint)));for(var o=(this.props.featureNames.length,[]),a=void 0,u=void 0,c=this.currPosOrderedFeatures.length-1;c>=0;--c){var s=this.currPosOrderedFeatures[c],l=r.features[s];u=5+(l.posyTop+l.posyBottom)/2,(!a||u-a>=15)&&l.posyTop-l.posyBottom>=6&&(o.push(l),a=u)}var p=[];a=void 0;var h=!0,d=!1,v=void 0;try{for(var g,m=this.currNegOrderedFeatures[Symbol.iterator]();!(h=(g=m.next()).done);h=!0){var y=g.value,_=r.features[y];u=5+(_.negyTop+_.negyBottom)/2,(!a||a-u>=15)&&_.negyTop-_.negyBottom>=6&&(p.push(_),a=u)}}catch(t){d=!0,v=t}finally{try{!h&&m.return&&m.return()}finally{if(d)throw v}}var b=function(t){var n=\"\";return null!==t.value&&void 0!==t.value&&(n=\" = \"+(isNaN(t.value)?t.value:e.ytickFormat(t.value))),r.count>1?\"mean(\"+e.props.featureNames[t.ind]+\")\"+n:e.props.featureNames[t.ind]+n},x=this.hoverGroup1.selectAll(\".pos-values\").data(o);x.enter().append(\"text\").attr(\"class\",\"pos-values\").merge(x).attr(\"x\",r.xmapScaled+5).attr(\"y\",function(t){return 4+(t.posyTop+t.posyBottom)/2}).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"stroke\",\"#fff\").attr(\"fill\",\"#fff\").attr(\"stroke-width\",\"4\").attr(\"stroke-linejoin\",\"round\").attr(\"opacity\",1).text(b),x.exit().remove();var w=this.hoverGroup2.selectAll(\".pos-values\").data(o);w.enter().append(\"text\").attr(\"class\",\"pos-values\").merge(w).attr(\"x\",r.xmapScaled+5).attr(\"y\",function(t){return 4+(t.posyTop+t.posyBottom)/2}).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"fill\",this.colors[0]).text(b),w.exit().remove();var C=this.hoverGroup1.selectAll(\".neg-values\").data(p);C.enter().append(\"text\").attr(\"class\",\"neg-values\").merge(C).attr(\"x\",r.xmapScaled+5).attr(\"y\",function(t){return 4+(t.negyTop+t.negyBottom)/2}).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"stroke\",\"#fff\").attr(\"fill\",\"#fff\").attr(\"stroke-width\",\"4\").attr(\"stroke-linejoin\",\"round\").attr(\"opacity\",1).text(b),C.exit().remove();var k=this.hoverGroup2.selectAll(\".neg-values\").data(p);k.enter().append(\"text\").attr(\"class\",\"neg-values\").merge(k).attr(\"x\",r.xmapScaled+5).attr(\"y\",function(t){return 4+(t.negyTop+t.negyBottom)/2}).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"fill\",this.colors[1]).text(b),k.exit().remove()}}},{key:\"draw\",value:function(){var t=this;if(this.props.explanations&&0!==this.props.explanations.length){(0,y.each)(this.props.explanations,function(t,e){return t.origInd=e});var e={},n={},r={},i=!0,o=!1,a=void 0;try{for(var u,c=this.props.explanations[Symbol.iterator]();!(i=(u=c.next()).done);i=!0){var s=u.value;for(var l in s.features)void 0===e[l]&&(e[l]=0,n[l]=0,r[l]=0),s.features[l].effect>0?e[l]+=s.features[l].effect:n[l]-=s.features[l].effect,null!==s.features[l].value&&void 0!==s.features[l].value&&(r[l]+=1)}}catch(t){o=!0,a=t}finally{try{!i&&c.return&&c.return()}finally{if(o)throw a}}this.usedFeatures=(0,y.sortBy)((0,y.keys)(e),function(t){return-(e[t]+n[t])}),console.log(\"found \",this.usedFeatures.length,\" used features\"),this.posOrderedFeatures=(0,y.sortBy)(this.usedFeatures,function(t){return e[t]}),this.negOrderedFeatures=(0,y.sortBy)(this.usedFeatures,function(t){return-n[t]}),this.singleValueFeatures=(0,y.filter)(this.usedFeatures,function(t){return r[t]>0});var f=[\"sample order by similarity\",\"sample order by output value\",\"original sample ordering\"].concat(this.singleValueFeatures.map(function(e){return t.props.featureNames[e]}));null!=this.props.ordering_keys&&f.unshift(\"sample order by key\");var p=this.xlabel.selectAll(\"option\").data(f);p.enter().append(\"option\").merge(p).attr(\"value\",function(t){return t}).text(function(t){return t}),p.exit().remove();var h=this.props.outNames[0]?this.props.outNames[0]:\"model output value\";f=(0,y.map)(this.usedFeatures,function(e){return[t.props.featureNames[e],t.props.featureNames[e]+\" effects\"]}),f.unshift([\"model output value\",h]);var d=this.ylabel.selectAll(\"option\").data(f);d.enter().append(\"option\").merge(d).attr(\"value\",function(t){return t[0]}).text(function(t){return t[1]}),d.exit().remove(),this.ylabel.style(\"top\",(this.height-10-this.topOffset)/2+this.topOffset+\"px\").style(\"left\",10-this.ylabel.node().offsetWidth/2+\"px\"),this.internalDraw()}}},{key:\"internalDraw\",value:function(){var t=this,e=!0,n=!1,r=void 0;try{for(var i,o=this.props.explanations[Symbol.iterator]();!(e=(i=o.next()).done);e=!0){var a=i.value,u=!0,c=!1,s=void 0;try{for(var l,f=this.usedFeatures[Symbol.iterator]();!(u=(l=f.next()).done);u=!0){var h=l.value;a.features.hasOwnProperty(h)||(a.features[h]={effect:0,value:0}),a.features[h].ind=h}}catch(t){c=!0,s=t}finally{try{!u&&f.return&&f.return()}finally{if(c)throw s}}}}catch(t){n=!0,r=t}finally{try{!e&&o.return&&o.return()}finally{if(n)throw r}}var d=void 0,v=this.xlabel.node().value,m=\"sample order by key\"===v&&null!=this.props.ordering_keys_time_format;if(this.xscale=m?(0,p.scaleTime)():(0,p.scaleLinear)(),this.xaxis.scale(this.xscale),\"sample order by similarity\"===v)d=(0,y.sortBy)(this.props.explanations,function(t){return t.simIndex}),(0,y.each)(d,function(t,e){return t.xmap=e});else if(\"sample order by output value\"===v)d=(0,y.sortBy)(this.props.explanations,function(t){return-t.outValue}),(0,y.each)(d,function(t,e){return t.xmap=e});else if(\"original sample ordering\"===v)d=(0,y.sortBy)(this.props.explanations,function(t){return t.origInd}),(0,y.each)(d,function(t,e){return t.xmap=e});else if(\"sample order by key\"===v)d=this.props.explanations,m?(0,y.each)(d,function(e,n){return e.xmap=t.parseTime(t.props.ordering_keys[n])}):(0,y.each)(d,function(e,n){return e.xmap=t.props.ordering_keys[n]}),d=(0,y.sortBy)(d,function(t){return t.xmap});else{var _=(0,y.findKey)(this.props.featureNames,function(t){return t===v});(0,y.each)(this.props.explanations,function(t,e){return t.xmap=t.features[_].value});var b=(0,y.sortBy)(this.props.explanations,function(t){return t.xmap}),x=(0,y.map)(b,function(t){return t.xmap});if(\"string\"==typeof x[0])return void alert(\"Ordering by category names is not yet supported.\");var w=(0,y.min)(x),C=(0,y.max)(x),k=(C-w)/100;d=[];for(var E=void 0,M=void 0,T=0;T<b.length;++T){var S=b[T];if(E&&!M&&S.xmap-E.xmap<=k||M&&S.xmap-M.xmap<=k){M||(M=(0,y.cloneDeep)(E),M.count=1);var N=!0,A=!1,P=void 0;try{for(var O,I=this.usedFeatures[Symbol.iterator]();!(N=(O=I.next()).done);N=!0){var D=O.value;M.features[D].effect+=S.features[D].effect,M.features[D].value+=S.features[D].value}}catch(t){A=!0,P=t}finally{try{!N&&I.return&&I.return()}finally{if(A)throw P}}M.count+=1}else if(E)if(M){var R=!0,L=!1,U=void 0;try{for(var F,j=this.usedFeatures[Symbol.iterator]();!(R=(F=j.next()).done);R=!0){var B=F.value;M.features[B].effect/=M.count,M.features[B].value/=M.count}}catch(t){L=!0,U=t}finally{try{!R&&j.return&&j.return()}finally{if(L)throw U}}d.push(M),M=void 0}else d.push(E);E=S}E.xmap-d[d.length-1].xmap>k&&d.push(E)}this.currUsedFeatures=this.usedFeatures,this.currPosOrderedFeatures=this.posOrderedFeatures,this.currNegOrderedFeatures=this.negOrderedFeatures;var V=this.ylabel.node().value;if(\"model output value\"!==V){d=(0,y.cloneDeep)(d);for(var W=(0,y.findKey)(this.props.featureNames,function(t){return t===V}),z=0;z<d.length;++z){var H=d[z].features[W];d[z].features={},d[z].features[W]=H}this.currUsedFeatures=[W],this.currPosOrderedFeatures=[W],this.currNegOrderedFeatures=[W]}this.currExplanations=d,\"identity\"===this.props.link?this.invLinkFunction=function(e){return t.props.baseValue+e}:\"logit\"===this.props.link?this.invLinkFunction=function(e){return 1/(1+Math.exp(-(t.props.baseValue+e)))}:console.log(\"ERROR: Unrecognized link function: \",this.props.link),this.predValues=(0,y.map)(d,function(t){return(0,y.sum)((0,y.map)(t.features,function(t){return t.effect}))});var q=this.wrapper.node().offsetWidth;if(0==q)return setTimeout(function(){return t.draw(d)},500);this.svg.style(\"height\",this.height+\"px\"),this.svg.style(\"width\",q+\"px\");var Y=(0,y.map)(d,function(t){return t.xmap});this.xscale.domain([(0,y.min)(Y),(0,y.max)(Y)]).range([this.leftOffset,q]).clamp(!0),this.xaxisElement.attr(\"transform\",\"translate(0,\"+this.topOffset+\")\").call(this.xaxis);for(var K=0;K<this.currExplanations.length;++K)this.currExplanations[K].xmapScaled=this.xscale(this.currExplanations[K].xmap);for(var G=d.length,$=0,X=0;X<G;++X){var Q=d[X].features,Z=(0,y.sum)((0,y.map)((0,y.filter)(Q,function(t){return t.effect>0}),function(t){return t.effect}))||0,J=(0,y.sum)((0,y.map)((0,y.filter)(Q,function(t){return t.effect<0}),function(t){return-t.effect}))||0;$=Math.max($,2.2*Math.max(Z,J))}this.yscale.domain([-$/2,$/2]).range([this.height-10,this.topOffset]),this.yaxisElement.attr(\"transform\",\"translate(\"+this.leftOffset+\",0)\").call(this.yaxis);for(var tt=0;tt<G;++tt){var et=d[tt].features,nt=((0,y.sum)((0,y.map)(et,function(t){return Math.abs(t.effect)})),(0,y.sum)((0,y.map)((0,y.filter)(et,function(t){return t.effect<0}),function(t){return-t.effect}))||0),rt=-nt,it=void 0,ot=!0,at=!1,ut=void 0;try{for(var ct,st=this.currPosOrderedFeatures[Symbol.iterator]();!(ot=(ct=st.next()).done);ot=!0)it=ct.value,et[it].posyTop=this.yscale(rt),et[it].effect>0&&(rt+=et[it].effect),et[it].posyBottom=this.yscale(rt),et[it].ind=it}catch(t){at=!0,ut=t}finally{try{!ot&&st.return&&st.return()}finally{if(at)throw ut}}var lt=rt,ft=!0,pt=!1,ht=void 0;try{for(var dt,vt=this.currNegOrderedFeatures[Symbol.iterator]();!(ft=(dt=vt.next()).done);ft=!0)it=dt.value,et[it].negyTop=this.yscale(rt),et[it].effect<0&&(rt-=et[it].effect),et[it].negyBottom=this.yscale(rt)}catch(t){pt=!0,ht=t}finally{try{!ft&&vt.return&&vt.return()}finally{if(pt)throw ht}}d[tt].joinPoint=lt,d[tt].joinPointy=this.yscale(lt)}var gt=(0,g.line)().x(function(t){return t[0]}).y(function(t){return t[1]}),mt=this.mainGroup.selectAll(\".force-bar-array-area-pos\").data(this.currUsedFeatures);mt.enter().append(\"path\").attr(\"class\",\"force-bar-array-area-pos\").merge(mt).attr(\"d\",function(t){var e=(0,y.map)((0,y.range)(G),function(e){return[d[e].xmapScaled,d[e].features[t].posyTop]}),n=(0,y.map)((0,y.rangeRight)(G),function(e){return[d[e].xmapScaled,d[e].features[t].posyBottom]});return gt(e.concat(n))}).attr(\"fill\",this.colors[0]),mt.exit().remove();var yt=this.mainGroup.selectAll(\".force-bar-array-area-neg\").data(this.currUsedFeatures);yt.enter().append(\"path\").attr(\"class\",\"force-bar-array-area-neg\").merge(yt).attr(\"d\",function(t){var e=(0,y.map)((0,y.range)(G),function(e){return[d[e].xmapScaled,d[e].features[t].negyTop]}),n=(0,y.map)((0,y.rangeRight)(G),function(e){return[d[e].xmapScaled,d[e].features[t].negyBottom]});return gt(e.concat(n))}).attr(\"fill\",this.colors[1]),yt.exit().remove();var _t=this.mainGroup.selectAll(\".force-bar-array-divider-pos\").data(this.currUsedFeatures);_t.enter().append(\"path\").attr(\"class\",\"force-bar-array-divider-pos\").merge(_t).attr(\"d\",function(t){var e=(0,y.map)((0,y.range)(G),function(e){return[d[e].xmapScaled,d[e].features[t].posyBottom]});return gt(e)}).attr(\"fill\",\"none\").attr(\"stroke-width\",1).attr(\"stroke\",function(e){return t.colors[0].brighter(1.2)}),_t.exit().remove();var bt=this.mainGroup.selectAll(\".force-bar-array-divider-neg\").data(this.currUsedFeatures);bt.enter().append(\"path\").attr(\"class\",\"force-bar-array-divider-neg\").merge(bt).attr(\"d\",function(t){var e=(0,y.map)((0,y.range)(G),function(e){return[d[e].xmapScaled,d[e].features[t].negyTop]});return gt(e)}).attr(\"fill\",\"none\").attr(\"stroke-width\",1).attr(\"stroke\",function(e){return t.colors[1].brighter(1.5)}),bt.exit().remove();for(var xt=function(t,e,n,r,i){var o=void 0,a=void 0;\"pos\"===i?(o=t[n].features[e].posyBottom,a=t[n].features[e].posyTop):(o=t[n].features[e].negyBottom,a=t[n].features[e].negyTop);for(var u=void 0,c=void 0,s=n+1;s<=r;++s)\"pos\"===i?(u=t[s].features[e].posyBottom,c=t[s].features[e].posyTop):(u=t[s].features[e].negyBottom,c=t[s].features[e].negyTop),u>o&&(o=u),c<a&&(a=c);return{top:o,bottom:a}},wt=[],Ct=[\"pos\",\"neg\"],kt=0;kt<Ct.length;kt++){var Et=Ct[kt],Mt=!0,Tt=!1,St=void 0;try{for(var Nt,At=this.currUsedFeatures[Symbol.iterator]();!(Mt=(Nt=At.next()).done);Mt=!0)for(var Pt=Nt.value,Ot=0,It=0,Dt=0,Rt={top:0,bottom:0},Lt=void 0;It<G-1;){for(;Dt<100&&It<G-1;)++It,Dt=d[It].xmapScaled-d[Ot].xmapScaled;for(Rt=xt(d,Pt,Ot,It,Et);Rt.bottom-Rt.top<20&&Ot<It;)++Ot,Rt=xt(d,Pt,Ot,It,Et);if(Dt=d[It].xmapScaled-d[Ot].xmapScaled,Rt.bottom-Rt.top>=20&&Dt>=100){for(;It<G-1;){if(++It,Lt=xt(d,Pt,Ot,It,Et),!(Lt.bottom-Lt.top>20)){--It;break}Rt=Lt}Dt=d[It].xmapScaled-d[Ot].xmapScaled,wt.push([(d[It].xmapScaled+d[Ot].xmapScaled)/2,(Rt.top+Rt.bottom)/2,this.props.featureNames[Pt]]);var Ut=d[It].xmapScaled;for(Ot=It;Ut+100>d[Ot].xmapScaled&&Ot<G-1;)++Ot;It=Ot}}}catch(t){Tt=!0,St=t}finally{try{!Mt&&At.return&&At.return()}finally{if(Tt)throw St}}}var Ft=this.onTopGroup.selectAll(\".force-bar-array-flabels\").data(wt);Ft.enter().append(\"text\").attr(\"class\",\"force-bar-array-flabels\").merge(Ft).attr(\"x\",function(t){return t[0]}).attr(\"y\",function(t){return t[1]+4}).text(function(t){return t[2]}),Ft.exit().remove()}},{key:\"componentWillUnmount\",value:function(){window.removeEventListener(\"resize\",this.redraw)}},{key:\"render\",value:function(){var t=this;return l.default.createElement(\"div\",{ref:function(e){return t.wrapper=(0,f.select)(e)},style:{textAlign:\"center\"}},l.default.createElement(\"style\",{dangerouslySetInnerHTML:{__html:\"\\n          .force-bar-array-wrapper {\\n            text-align: center;\\n          }\\n          .force-bar-array-xaxis path {\\n            fill: none;\\n            opacity: 0.4;\\n          }\\n          .force-bar-array-xaxis .domain {\\n            opacity: 0;\\n          }\\n          .force-bar-array-xaxis paths {\\n            display: none;\\n          }\\n          .force-bar-array-yaxis path {\\n            fill: none;\\n            opacity: 0.4;\\n          }\\n          .force-bar-array-yaxis paths {\\n            display: none;\\n          }\\n          .tick line {\\n            stroke: #000;\\n            stroke-width: 1px;\\n            opacity: 0.4;\\n          }\\n          .tick text {\\n            fill: #000;\\n            opacity: 0.5;\\n            font-size: 12px;\\n            padding: 0px;\\n          }\\n          .force-bar-array-flabels {\\n            font-size: 12px;\\n            fill: #fff;\\n            text-anchor: middle;\\n          }\\n          .additive-force-array-xlabel {\\n            background: none;\\n            border: 1px solid #ccc;\\n            opacity: 0.5;\\n            margin-bottom: 0px;\\n            font-size: 12px;\\n            font-family: arial;\\n            margin-left: 80px;\\n            max-width: 300px;\\n          }\\n          .additive-force-array-xlabel:focus {\\n            outline: none;\\n          }\\n          .additive-force-array-ylabel {\\n            position: relative;\\n            top: 0px;\\n            left: 0px;\\n            transform: rotate(-90deg);\\n            background: none;\\n            border: 1px solid #ccc;\\n            opacity: 0.5;\\n            margin-bottom: 0px;\\n            font-size: 12px;\\n            font-family: arial;\\n            max-width: 150px;\\n          }\\n          .additive-force-array-ylabel:focus {\\n            outline: none;\\n          }\\n          .additive-force-array-hoverLine {\\n            stroke-width: 1px;\\n            stroke: #fff;\\n            opacity: 1;\\n          }\"}}),l.default.createElement(\"select\",{className:\"additive-force-array-xlabel\"}),l.default.createElement(\"div\",{style:{height:\"0px\",textAlign:\"left\"}},l.default.createElement(\"select\",{className:\"additive-force-array-ylabel\"})),l.default.createElement(\"svg\",{ref:function(e){return t.svg=(0,f.select)(e)},style:{userSelect:\"none\",display:\"block\",fontFamily:\"arial\",sansSerif:!0}}))}}]),e}(l.default.Component);x.defaultProps={plot_cmap:\"RdBu\",ordering_keys:null,ordering_keys_time_format:null},e.default=x},function(t,e,n){\"use strict\";function r(t){return t&&t.__esModule?t:{default:t}}function i(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}function o(t,e){if(!t)throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\");return!e||\"object\"!=typeof e&&\"function\"!=typeof e?t:e}function a(t,e){if(\"function\"!=typeof e&&null!==e)throw new TypeError(\"Super expression must either be null or a function, not \"+typeof e);t.prototype=Object.create(e&&e.prototype,{constructor:{value:t,enumerable:!1,writable:!0,configurable:!0}}),e&&(Object.setPrototypeOf?Object.setPrototypeOf(t,e):t.__proto__=e)}Object.defineProperty(e,\"__esModule\",{value:!0});var u=function(){function t(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,\"value\"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}return function(e,n,r){return n&&t(e.prototype,n),r&&t(e,r),e}}(),c=n(41),s=r(c),l=n(129),f=n(66),p=(n(7),n(29)),h=n(112),d=n(136),v=n(10),g=n(38),m=n(58),y=r(m),b=function(t){function e(){i(this,e);var t=o(this,(e.__proto__||Object.getPrototypeOf(e)).call(this));return window.lastAdditiveForceVisualizer=t,t.effectFormat=(0,p.format)(\".2\"),t.redraw=(0,g.debounce)(function(){return t.draw()},200),t}return a(e,t),u(e,[{key:\"componentDidMount\",value:function(){var t=this;this.mainGroup=this.svg.append(\"g\"),this.axisElement=this.mainGroup.append(\"g\").attr(\"transform\",\"translate(0,35)\").attr(\"class\",\"force-bar-axis\"),this.onTopGroup=this.svg.append(\"g\"),this.baseValueTitle=this.svg.append(\"text\"),this.joinPointLine=this.svg.append(\"line\"),this.joinPointLabelOutline=this.svg.append(\"text\"),this.joinPointLabel=this.svg.append(\"text\"),this.joinPointTitleLeft=this.svg.append(\"text\"),this.joinPointTitleLeftArrow=this.svg.append(\"text\"),this.joinPointTitle=this.svg.append(\"text\"),this.joinPointTitleRightArrow=this.svg.append(\"text\"),this.joinPointTitleRight=this.svg.append(\"text\"),this.hoverLabelBacking=this.svg.append(\"text\").attr(\"x\",10).attr(\"y\",20).attr(\"text-anchor\",\"middle\").attr(\"font-size\",12).attr(\"stroke\",\"#fff\").attr(\"fill\",\"#fff\").attr(\"stroke-width\",\"4\").attr(\"stroke-linejoin\",\"round\").text(\"\").on(\"mouseover\",function(e){t.hoverLabel.attr(\"opacity\",1),t.hoverLabelBacking.attr(\"opacity\",1)}).on(\"mouseout\",function(e){t.hoverLabel.attr(\"opacity\",0),t.hoverLabelBacking.attr(\"opacity\",0)}),this.hoverLabel=this.svg.append(\"text\").attr(\"x\",10).attr(\"y\",20).attr(\"text-anchor\",\"middle\").attr(\"font-size\",12).attr(\"fill\",\"#0f0\").text(\"\").on(\"mouseover\",function(e){t.hoverLabel.attr(\"opacity\",1),t.hoverLabelBacking.attr(\"opacity\",1)}).on(\"mouseout\",function(e){t.hoverLabel.attr(\"opacity\",0),t.hoverLabelBacking.attr(\"opacity\",0)});var e=void 0;\"string\"==typeof this.props.plot_cmap?this.props.plot_cmap in y.default.colors?e=y.default.colors[this.props.plot_cmap]:(console.log(\"Invalid color map name, reverting to default.\"),e=y.default.colors.RdBu):Array.isArray(this.props.plot_cmap)&&(e=this.props.plot_cmap),this.colors=e.map(function(t){return(0,v.hsl)(t)}),this.brighterColors=[1.45,1.6].map(function(e,n){return t.colors[n].brighter(e)}),this.colors.map(function(e,n){var r=t.svg.append(\"linearGradient\").attr(\"id\",\"linear-grad-\"+n).attr(\"x1\",\"0%\").attr(\"y1\",\"0%\").attr(\"x2\",\"0%\").attr(\"y2\",\"100%\");r.append(\"stop\").attr(\"offset\",\"0%\").attr(\"stop-color\",e).attr(\"stop-opacity\",.6),r.append(\"stop\").attr(\"offset\",\"100%\").attr(\"stop-color\",e).attr(\"stop-opacity\",0);var i=t.svg.append(\"linearGradient\").attr(\"id\",\"linear-backgrad-\"+n).attr(\"x1\",\"0%\").attr(\"y1\",\"0%\").attr(\"x2\",\"0%\").attr(\"y2\",\"100%\");i.append(\"stop\").attr(\"offset\",\"0%\").attr(\"stop-color\",e).attr(\"stop-opacity\",.5),i.append(\"stop\").attr(\"offset\",\"100%\").attr(\"stop-color\",e).attr(\"stop-opacity\",0)}),this.tickFormat=(0,p.format)(\",.4\"),this.scaleCentered=(0,f.scaleLinear)(),this.axis=(0,h.axisBottom)().scale(this.scaleCentered).tickSizeInner(4).tickSizeOuter(0).tickFormat(function(e){return t.tickFormat(t.invLinkFunction(e))}).tickPadding(-18),window.addEventListener(\"resize\",this.redraw),window.setTimeout(this.redraw,50)}},{key:\"componentDidUpdate\",value:function(){this.draw()}},{key:\"draw\",value:function(){var t=this;(0,g.each)(this.props.featureNames,function(e,n){t.props.features[n]&&(t.props.features[n].name=e)}),\"identity\"===this.props.link?this.invLinkFunction=function(e){return t.props.baseValue+e}:\"logit\"===this.props.link?this.invLinkFunction=function(e){return 1/(1+Math.exp(-(t.props.baseValue+e)))}:console.log(\"ERROR: Unrecognized link function: \",this.props.link);var e=this.svg.node().parentNode.offsetWidth;if(0==e)return setTimeout(function(){return t.draw(t.props)},500);this.svg.style(\"height\",\"150px\"),this.svg.style(\"width\",e+\"px\");var n=(0,g.sortBy)(this.props.features,function(t){return-1/(t.effect+1e-10)}),r=(0,g.sum)((0,g.map)(n,function(t){return Math.abs(t.effect)})),i=(0,g.sum)((0,g.map)((0,g.filter)(n,function(t){return t.effect>0}),function(t){return t.effect}))||0,o=(0,g.sum)((0,g.map)((0,g.filter)(n,function(t){return t.effect<0}),function(t){return-t.effect}))||0;this.domainSize=3*Math.max(i,o);var a=(0,f.scaleLinear)().domain([0,this.domainSize]).range([0,e]),u=e/2-a(o);this.scaleCentered.domain([-this.domainSize/2,this.domainSize/2]).range([0,e]).clamp(!0),this.axisElement.attr(\"transform\",\"translate(0,50)\").call(this.axis);var c=0,s=void 0,l=void 0,h=void 0;for(s=0;s<n.length;++s)n[s].x=c,n[s].effect<0&&void 0===l&&(l=c,h=s),c+=Math.abs(n[s].effect);void 0===l&&(l=c,h=s);var v=(0,d.line)().x(function(t){return t[0]}).y(function(t){return t[1]}),m=function(e){return void 0!==e.value&&null!==e.value&&\"\"!==e.value?e.name+\" = \"+(isNaN(e.value)?e.value:t.tickFormat(e.value)):e.name};n=this.props.hideBars?[]:n;var y=this.mainGroup.selectAll(\".force-bar-blocks\").data(n);y.enter().append(\"path\").attr(\"class\",\"force-bar-blocks\").merge(y).attr(\"d\",function(t,e){var n=a(t.x)+u,r=a(Math.abs(t.effect)),i=t.effect<0?-4:4,o=i;return e===h&&(i=0),e===h-1&&(o=0),v([[n,56],[n+r,56],[n+r+o,64.5],[n+r,73],[n,73],[n+i,64.5]])}).attr(\"fill\",function(e){return e.effect>0?t.colors[0]:t.colors[1]}).on(\"mouseover\",function(e){if(a(Math.abs(e.effect))<a(r)/50||a(Math.abs(e.effect))<10){var n=a(e.x)+u,i=a(Math.abs(e.effect));t.hoverLabel.attr(\"opacity\",1).attr(\"x\",n+i/2).attr(\"y\",50.5).attr(\"fill\",e.effect>0?t.colors[0]:t.colors[1]).text(m(e)),t.hoverLabelBacking.attr(\"opacity\",1).attr(\"x\",n+i/2).attr(\"y\",50.5).text(m(e))}}).on(\"mouseout\",function(e){t.hoverLabel.attr(\"opacity\",0),t.hoverLabelBacking.attr(\"opacity\",0)}),y.exit().remove();var b=_.filter(n,function(t){return a(Math.abs(t.effect))>a(r)/50&&a(Math.abs(t.effect))>10}),x=this.onTopGroup.selectAll(\".force-bar-labels\").data(b);if(x.exit().remove(),x=x.enter().append(\"text\").attr(\"class\",\"force-bar-labels\").attr(\"font-size\",\"12px\").attr(\"y\",function(t){return 98}).merge(x).text(function(e){return void 0!==e.value&&null!==e.value&&\"\"!==e.value?e.name+\" = \"+(isNaN(e.value)?e.value:t.tickFormat(e.value)):e.name}).attr(\"fill\",function(e){return e.effect>0?t.colors[0]:t.colors[1]}).attr(\"stroke\",function(t,e){return t.textWidth=Math.max(this.getComputedTextLength(),a(Math.abs(t.effect))-10),t.innerTextWidth=this.getComputedTextLength(),\"none\"}),this.filteredData=b,n.length>0){c=l+a.invert(5);for(var w=h;w<n.length;++w)n[w].textx=c,c+=a.invert(n[w].textWidth+10);c=l-a.invert(5);for(var C=h-1;C>=0;--C)n[C].textx=c,c-=a.invert(n[C].textWidth+10)}x.attr(\"x\",function(t){return a(t.textx)+u+(t.effect>0?-t.textWidth/2:t.textWidth/2)}).attr(\"text-anchor\",\"middle\"),b=(0,g.filter)(b,function(n){return a(n.textx)+u>t.props.labelMargin&&a(n.textx)+u<e-t.props.labelMargin}),this.filteredData2=b;var k=b.slice(),E=(0,g.findIndex)(n,b[0])-1;E>=0&&k.unshift(n[E]);var M=this.mainGroup.selectAll(\".force-bar-labelBacking\").data(b);M.enter().append(\"path\").attr(\"class\",\"force-bar-labelBacking\").attr(\"stroke\",\"none\").attr(\"opacity\",.2).merge(M).attr(\"d\",function(t){return v([[a(t.x)+a(Math.abs(t.effect))+u,73],[(t.effect>0?a(t.textx):a(t.textx)+t.textWidth)+u+5,83],[(t.effect>0?a(t.textx):a(t.textx)+t.textWidth)+u+5,104],[(t.effect>0?a(t.textx)-t.textWidth:a(t.textx))+u-5,104],[(t.effect>0?a(t.textx)-t.textWidth:a(t.textx))+u-5,83],[a(t.x)+u,73]])}).attr(\"fill\",function(t){return\"url(#linear-backgrad-\"+(t.effect>0?0:1)+\")\"}),M.exit().remove();var T=this.mainGroup.selectAll(\".force-bar-labelDividers\").data(b.slice(0,-1));T.enter().append(\"rect\").attr(\"class\",\"force-bar-labelDividers\").attr(\"height\",\"21px\").attr(\"width\",\"1px\").attr(\"y\",83).merge(T).attr(\"x\",function(t){return(t.effect>0?a(t.textx):a(t.textx)+t.textWidth)+u+4.5}).attr(\"fill\",function(t){return\"url(#linear-grad-\"+(t.effect>0?0:1)+\")\"}),T.exit().remove();var S=this.mainGroup.selectAll(\".force-bar-labelLinks\").data(b.slice(0,-1));S.enter().append(\"line\").attr(\"class\",\"force-bar-labelLinks\").attr(\"y1\",73).attr(\"y2\",83).attr(\"stroke-opacity\",.5).attr(\"stroke-width\",1).merge(S).attr(\"x1\",function(t){return a(t.x)+a(Math.abs(t.effect))+u}).attr(\"x2\",function(t){return(t.effect>0?a(t.textx):a(t.textx)+t.textWidth)+u+5}).attr(\"stroke\",function(e){return e.effect>0?t.colors[0]:t.colors[1]}),S.exit().remove();var N=this.mainGroup.selectAll(\".force-bar-blockDividers\").data(n.slice(0,-1));N.enter().append(\"path\").attr(\"class\",\"force-bar-blockDividers\").attr(\"stroke-width\",2).attr(\"fill\",\"none\").merge(N).attr(\"d\",function(t){var e=a(t.x)+a(Math.abs(t.effect))+u;return v([[e,56],[e+(t.effect<0?-4:4),64.5],[e,73]])}).attr(\"stroke\",function(e,n){return h===n+1||Math.abs(e.effect)<1e-8?\"#rgba(0,0,0,0)\":e.effect>0?t.brighterColors[0]:t.brighterColors[1]}),N.exit().remove(),this.joinPointLine.attr(\"x1\",a(l)+u).attr(\"x2\",a(l)+u).attr(\"y1\",50).attr(\"y2\",56).attr(\"stroke\",\"#F2F2F2\").attr(\"stroke-width\",1).attr(\"opacity\",1),this.joinPointLabelOutline.attr(\"x\",a(l)+u).attr(\"y\",45).attr(\"color\",\"#fff\").attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"stroke\",\"#fff\").attr(\"stroke-width\",6).text((0,p.format)(\",.2f\")(this.invLinkFunction(l-o))).attr(\"opacity\",1),console.log(\"joinPoint\",l,u,50,o),this.joinPointLabel.attr(\"x\",a(l)+u).attr(\"y\",45).attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#000\").text((0,p.format)(\",.2f\")(this.invLinkFunction(l-o))).attr(\"opacity\",1),this.joinPointTitle.attr(\"x\",a(l)+u).attr(\"y\",28).attr(\"text-anchor\",\"middle\").attr(\"font-size\",\"12\").attr(\"fill\",\"#000\").text(this.props.outNames[0]).attr(\"opacity\",.5),this.props.hideBars||(this.joinPointTitleLeft.attr(\"x\",a(l)+u-16).attr(\"y\",12).attr(\"text-anchor\",\"end\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[0]).text(\"higher\").attr(\"opacity\",1),this.joinPointTitleRight.attr(\"x\",a(l)+u+16).attr(\"y\",12).attr(\"text-anchor\",\"start\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[1]).text(\"lower\").attr(\"opacity\",1),this.joinPointTitleLeftArrow.attr(\"x\",a(l)+u+7).attr(\"y\",8).attr(\"text-anchor\",\"end\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[0]).text(\"→\").attr(\"opacity\",1),this.joinPointTitleRightArrow.attr(\"x\",a(l)+u-7).attr(\"y\",14).attr(\"text-anchor\",\"start\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[1]).text(\"←\").attr(\"opacity\",1)),this.props.hideBaseValueLabel||this.baseValueTitle.attr(\"x\",this.scaleCentered(0)).attr(\"y\",28).attr(\"text-anchor\",\"middle\").attr(\"font-size\",\"12\").attr(\"fill\",\"#000\").text(\"base value\").attr(\"opacity\",.5)}},{key:\"componentWillUnmount\",value:function(){window.removeEventListener(\"resize\",this.redraw)}},{key:\"render\",value:function(){var t=this;return s.default.createElement(\"svg\",{ref:function(e){return t.svg=(0,l.select)(e)},style:{userSelect:\"none\",display:\"block\",fontFamily:\"arial\",sansSerif:!0}},s.default.createElement(\"style\",{dangerouslySetInnerHTML:{__html:\"\\n          .force-bar-axis path {\\n            fill: none;\\n            opacity: 0.4;\\n          }\\n          .force-bar-axis paths {\\n            display: none;\\n          }\\n          .tick line {\\n            stroke: #000;\\n            stroke-width: 1px;\\n            opacity: 0.4;\\n          }\\n          .tick text {\\n            fill: #000;\\n            opacity: 0.5;\\n            font-size: 12px;\\n            padding: 0px;\\n          }\"}}))}}]),e}(s.default.Component);b.defaultProps={plot_cmap:\"RdBu\"},e.default=b},function(t,e,n){\"use strict\";function r(t){return t&&t.__esModule?t:{default:t}}function i(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}function o(t,e){if(!t)throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\");return!e||\"object\"!=typeof e&&\"function\"!=typeof e?t:e}function a(t,e){if(\"function\"!=typeof e&&null!==e)throw new TypeError(\"Super expression must either be null or a function, not \"+typeof e);t.prototype=Object.create(e&&e.prototype,{constructor:{value:t,enumerable:!1,writable:!0,configurable:!0}}),e&&(Object.setPrototypeOf?Object.setPrototypeOf(t,e):t.__proto__=e)}Object.defineProperty(e,\"__esModule\",{value:!0});var u=function(){function t(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,\"value\"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}return function(e,n,r){return n&&t(e.prototype,n),r&&t(e,r),e}}(),c=n(41),s=r(c),l=n(66),f=(n(7),n(29)),p=n(38),h=n(58),d=r(h),v=function(t){function e(){i(this,e);var t=o(this,(e.__proto__||Object.getPrototypeOf(e)).call(this));return t.width=100,window.lastSimpleListInstance=t,t.effectFormat=(0,f.format)(\".2\"),t}return a(e,t),u(e,[{key:\"render\",value:function(){var t=this,e=void 0;\"string\"==typeof this.props.plot_cmap?this.props.plot_cmap in d.default.colors?e=d.default.colors[this.props.plot_cmap]:(console.log(\"Invalid color map name, reverting to default.\"),e=d.default.colors.RdBu):Array.isArray(this.props.plot_cmap)&&(e=this.props.plot_cmap),console.log(this.props.features,this.props.features),this.scale=(0,l.scaleLinear)().domain([0,(0,p.max)((0,p.map)(this.props.features,function(t){return Math.abs(t.effect)}))]).range([0,this.width]);var n=(0,p.reverse)((0,p.sortBy)(Object.keys(this.props.features),function(e){return Math.abs(t.props.features[e].effect)})),r=n.map(function(n){var r=t.props.features[n],i=t.props.featureNames[n],o={width:t.scale(Math.abs(r.effect)),height:\"20px\",background:r.effect<0?e[0]:e[1],display:\"inline-block\"},a=void 0,u=void 0,c={lineHeight:\"20px\",display:\"inline-block\",width:t.width+40,verticalAlign:\"top\",marginRight:\"5px\",textAlign:\"right\"},l={lineHeight:\"20px\",display:\"inline-block\",width:t.width+40,verticalAlign:\"top\",marginLeft:\"5px\"};return r.effect<0?(u=s.default.createElement(\"span\",{style:l},i),c.width=40+t.width-t.scale(Math.abs(r.effect)),c.textAlign=\"right\",c.color=\"#999\",c.fontSize=\"13px\",a=s.default.createElement(\"span\",{style:c},t.effectFormat(r.effect))):(c.textAlign=\"right\",a=s.default.createElement(\"span\",{style:c},i),l.width=40,l.textAlign=\"left\",l.color=\"#999\",l.fontSize=\"13px\",u=s.default.createElement(\"span\",{style:l},t.effectFormat(r.effect))),s.default.createElement(\"div\",{key:n,style:{marginTop:\"2px\"}},a,s.default.createElement(\"div\",{style:o}),u)});return s.default.createElement(\"span\",null,r)}}]),e}(s.default.Component);v.defaultProps={plot_cmap:\"RdBu\"},e.default=v},function(t,e,n){\"use strict\";t.exports=n(359)},function(t,e,n){var r=(n(0),n(411)),i=!1;t.exports=function(t){t=t||{};var e=t.shouldRejectClick||r;i=!0,n(22).injection.injectEventPluginsByName({TapEventPlugin:n(409)(e)})}},function(t,e,n){\"use strict\";function r(t){return t&&t.__esModule?t:{default:t}}var i=n(41),o=r(i),a=n(187),u=r(a),c=n(188),s=r(c),l=n(186),f=r(l),p=n(185),h=r(p),d=n(184),v=r(d);(0,s.default)(),window.SHAP={SimpleListVisualizer:f.default,AdditiveForceVisualizer:h.default,AdditiveForceArrayVisualizer:v.default,React:o.default,ReactDom:u.default}},,function(t,e,n){\"use strict\";function r(t){return t}function i(t,e,n){function i(t,e){var n=y.hasOwnProperty(e)?y[e]:null;C.hasOwnProperty(e)&&u(\"OVERRIDE_BASE\"===n,\"ReactClassInterface: You are attempting to override `%s` from your class specification. Ensure that your method names do not overlap with React methods.\",e),t&&u(\"DEFINE_MANY\"===n||\"DEFINE_MANY_MERGED\"===n,\"ReactClassInterface: You are attempting to define `%s` on your component more than once. This conflict may be due to a mixin.\",e)}function s(t,n){if(n){u(\"function\"!=typeof n,\"ReactClass: You're attempting to use a component class or function as a mixin. Instead, just use a regular object.\"),u(!e(n),\"ReactClass: You're attempting to use a component as a mixin. Instead, just use a regular object.\");var r=t.prototype,o=r.__reactAutoBindPairs;n.hasOwnProperty(c)&&b.mixins(t,n.mixins);for(var a in n)if(n.hasOwnProperty(a)&&a!==c){var s=n[a],l=r.hasOwnProperty(a);if(i(l,a),b.hasOwnProperty(a))b[a](t,s);else{var f=y.hasOwnProperty(a),d=\"function\"==typeof s,v=d&&!f&&!l&&!1!==n.autobind;if(v)o.push(a,s),r[a]=s;else if(l){var g=y[a];u(f&&(\"DEFINE_MANY_MERGED\"===g||\"DEFINE_MANY\"===g),\"ReactClass: Unexpected spec policy %s for key %s when mixing in component specs.\",g,a),\"DEFINE_MANY_MERGED\"===g?r[a]=p(r[a],s):\"DEFINE_MANY\"===g&&(r[a]=h(r[a],s))}else r[a]=s}}}else;}function l(t,e){if(e)for(var n in e){var r=e[n];if(e.hasOwnProperty(n)){var i=n in b;u(!i,'ReactClass: You are attempting to define a reserved property, `%s`, that shouldn\\'t be on the \"statics\" key. Define it as an instance property instead; it will still be accessible on the constructor.',n);var o=n in t;if(o){var a=_.hasOwnProperty(n)?_[n]:null;return u(\"DEFINE_MANY_MERGED\"===a,\"ReactClass: You are attempting to define `%s` on your component more than once. This conflict may be due to a mixin.\",n),void(t[n]=p(t[n],r))}t[n]=r}}}function f(t,e){u(t&&e&&\"object\"==typeof t&&\"object\"==typeof e,\"mergeIntoWithNoDuplicateKeys(): Cannot merge non-objects.\");for(var n in e)e.hasOwnProperty(n)&&(u(void 0===t[n],\"mergeIntoWithNoDuplicateKeys(): Tried to merge two objects with the same key: `%s`. This conflict may be due to a mixin; in particular, this may be caused by two getInitialState() or getDefaultProps() methods returning objects with clashing keys.\",n),t[n]=e[n]);return t}function p(t,e){return function(){var n=t.apply(this,arguments),r=e.apply(this,arguments);if(null==n)return r;if(null==r)return n;var i={};return f(i,n),f(i,r),i}}function h(t,e){return function(){t.apply(this,arguments),e.apply(this,arguments)}}function d(t,e){var n=e.bind(t);return n}function v(t){for(var e=t.__reactAutoBindPairs,n=0;n<e.length;n+=2){var r=e[n],i=e[n+1];t[r]=d(t,i)}}function g(t){var e=r(function(t,r,i){this.__reactAutoBindPairs.length&&v(this),this.props=t,this.context=r,this.refs=a,this.updater=i||n,this.state=null;var o=this.getInitialState?this.getInitialState():null;u(\"object\"==typeof o&&!Array.isArray(o),\"%s.getInitialState(): must return an object or null\",e.displayName||\"ReactCompositeComponent\"),this.state=o});e.prototype=new k,e.prototype.constructor=e,e.prototype.__reactAutoBindPairs=[],m.forEach(s.bind(null,e)),s(e,x),s(e,t),s(e,w),e.getDefaultProps&&(e.defaultProps=e.getDefaultProps()),u(e.prototype.render,\"createClass(...): Class specification must implement a `render` method.\");for(var i in y)e.prototype[i]||(e.prototype[i]=null);return e}var m=[],y={mixins:\"DEFINE_MANY\",statics:\"DEFINE_MANY\",propTypes:\"DEFINE_MANY\",contextTypes:\"DEFINE_MANY\",childContextTypes:\"DEFINE_MANY\",getDefaultProps:\"DEFINE_MANY_MERGED\",getInitialState:\"DEFINE_MANY_MERGED\",getChildContext:\"DEFINE_MANY_MERGED\",render:\"DEFINE_ONCE\",componentWillMount:\"DEFINE_MANY\",componentDidMount:\"DEFINE_MANY\",componentWillReceiveProps:\"DEFINE_MANY\",shouldComponentUpdate:\"DEFINE_ONCE\",componentWillUpdate:\"DEFINE_MANY\",componentDidUpdate:\"DEFINE_MANY\",componentWillUnmount:\"DEFINE_MANY\",UNSAFE_componentWillMount:\"DEFINE_MANY\",UNSAFE_componentWillReceiveProps:\"DEFINE_MANY\",UNSAFE_componentWillUpdate:\"DEFINE_MANY\",updateComponent:\"OVERRIDE_BASE\"},_={getDerivedStateFromProps:\"DEFINE_MANY_MERGED\"},b={displayName:function(t,e){t.displayName=e},mixins:function(t,e){if(e)for(var n=0;n<e.length;n++)s(t,e[n])},childContextTypes:function(t,e){t.childContextTypes=o({},t.childContextTypes,e)},contextTypes:function(t,e){t.contextTypes=o({},t.contextTypes,e)},getDefaultProps:function(t,e){t.getDefaultProps?t.getDefaultProps=p(t.getDefaultProps,e):t.getDefaultProps=e},propTypes:function(t,e){t.propTypes=o({},t.propTypes,e)},statics:function(t,e){l(t,e)},autobind:function(){}},x={componentDidMount:function(){this.__isMounted=!0}},w={componentWillUnmount:function(){this.__isMounted=!1}},C={replaceState:function(t,e){this.updater.enqueueReplaceState(this,t,e)},isMounted:function(){return!!this.__isMounted}},k=function(){};return o(k.prototype,t.prototype,C),g}var o=n(3),a=n(51),u=n(0),c=\"mixins\";t.exports=i},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";var r=n(106);e.a=function(t,e,n){var i,o,a,u,c=t.length,s=e.length,l=new Array(c*s);for(null==n&&(n=r.b),i=a=0;i<c;++i)for(u=t[i],o=0;o<s;++o,++a)l[a]=n(u,e[o]);return l}},function(t,e,n){\"use strict\";e.a=function(t,e){return e<t?-1:e>t?1:e>=t?0:NaN}},function(t,e,n){\"use strict\";var r=n(100),i=n(101),o=n(192),a=n(104),u=n(196),c=n(107),s=n(109),l=n(108);e.a=function(){function t(t){var r,o,a=t.length,u=new Array(a);for(r=0;r<a;++r)u[r]=e(t[r],r,t);var l=f(u),h=l[0],d=l[1],v=p(u,h,d);Array.isArray(v)||(v=n.i(s.c)(h,d,v),v=n.i(c.a)(Math.ceil(h/v)*v,Math.floor(d/v)*v,v));for(var g=v.length;v[0]<=h;)v.shift(),--g;for(;v[g-1]>d;)v.pop(),--g;var m,y=new Array(g+1);for(r=0;r<=g;++r)m=y[r]=[],m.x0=r>0?v[r-1]:h,m.x1=r<g?v[r]:d;for(r=0;r<a;++r)o=u[r],h<=o&&o<=d&&y[n.i(i.a)(v,o,0,g)].push(t[r]);return y}var e=u.a,f=a.a,p=l.a;return t.value=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(o.a)(r),t):e},t.domain=function(e){return arguments.length?(f=\"function\"==typeof e?e:n.i(o.a)([e[0],e[1]]),t):f},t.thresholds=function(e){return arguments.length?(p=\"function\"==typeof e?e:Array.isArray(e)?n.i(o.a)(r.b.call(e)):n.i(o.a)(e),t):p},t}},function(t,e,n){\"use strict\";e.a=function(t){return t}},function(t,e,n){\"use strict\";e.a=function(t,e){var n,r,i=t.length,o=-1;if(null==e){for(;++o<i;)if(null!=(n=t[o])&&n>=n)for(r=n;++o<i;)null!=(n=t[o])&&n>r&&(r=n)}else for(;++o<i;)if(null!=(n=e(t[o],o,t))&&n>=n)for(r=n;++o<i;)null!=(n=e(t[o],o,t))&&n>r&&(r=n);return r}},function(t,e,n){\"use strict\";var r=n(28);e.a=function(t,e){var i,o=t.length,a=o,u=-1,c=0;if(null==e)for(;++u<o;)isNaN(i=n.i(r.a)(t[u]))?--a:c+=i;else for(;++u<o;)isNaN(i=n.i(r.a)(e(t[u],u,t)))?--a:c+=i;if(a)return c/a}},function(t,e,n){\"use strict\";var r=n(19),i=n(28),o=n(59);e.a=function(t,e){var a,u=t.length,c=-1,s=[];if(null==e)for(;++c<u;)isNaN(a=n.i(i.a)(t[c]))||s.push(a);else for(;++c<u;)isNaN(a=n.i(i.a)(e(t[c],c,t)))||s.push(a);return n.i(o.a)(s.sort(r.a),.5)}},function(t,e,n){\"use strict\";e.a=function(t){for(var e,n,r,i=t.length,o=-1,a=0;++o<i;)a+=t[o].length;for(n=new Array(a);--i>=0;)for(r=t[i],e=r.length;--e>=0;)n[--a]=r[e];return n}},function(t,e,n){\"use strict\";e.a=function(t,e){for(var n=e.length,r=new Array(n);n--;)r[n]=t[e[n]];return r}},function(t,e,n){\"use strict\";var r=n(19);e.a=function(t,e){if(n=t.length){var n,i,o=0,a=0,u=t[a];for(null==e&&(e=r.a);++o<n;)(e(i=t[o],u)<0||0!==e(u,u))&&(u=i,a=o);return 0===e(u,u)?a:void 0}}},function(t,e,n){\"use strict\";e.a=function(t,e,n){for(var r,i,o=(null==n?t.length:n)-(e=null==e?0:+e);o;)i=Math.random()*o--|0,r=t[o+e],t[o+e]=t[i+e],t[i+e]=r;return t}},function(t,e,n){\"use strict\";e.a=function(t,e){var n,r=t.length,i=-1,o=0;if(null==e)for(;++i<r;)(n=+t[i])&&(o+=n);else for(;++i<r;)(n=+e(t[i],i,t))&&(o+=n);return o}},function(t,e,n){\"use strict\";var r=n(100),i=n(19),o=n(28),a=n(59);e.a=function(t,e,u){return t=r.a.call(t,o.a).sort(i.a),Math.ceil((u-e)/(2*(n.i(a.a)(t,.75)-n.i(a.a)(t,.25))*Math.pow(t.length,-1/3)))}},function(t,e,n){\"use strict\";var r=n(103);e.a=function(t,e,i){return Math.ceil((i-e)/(3.5*n.i(r.a)(t)*Math.pow(t.length,-1/3)))}},function(t,e,n){\"use strict\";var r=n(110);e.a=function(){return n.i(r.a)(arguments)}},function(t,e,n){\"use strict\";n.d(e,\"a\",function(){return r});var r=Array.prototype.slice},function(t,e,n){\"use strict\";function r(t){return\"translate(\"+(t+.5)+\",0)\"}function i(t){return\"translate(0,\"+(t+.5)+\")\"}function o(t){return function(e){return+t(e)}}function a(t){var e=Math.max(0,t.bandwidth()-1)/2;return t.round()&&(e=Math.round(e)),function(n){return+t(n)+e}}function u(){return!this.__axis}function c(t,e){function n(n){var r=null==s?e.ticks?e.ticks.apply(e,c):e.domain():s,i=null==l?e.tickFormat?e.tickFormat.apply(e,c):d.a:l,h=Math.max(f,0)+b,k=e.range(),E=+k[0]+.5,M=+k[k.length-1]+.5,T=(e.bandwidth?a:o)(e.copy()),S=n.selection?n.selection():n,N=S.selectAll(\".domain\").data([null]),A=S.selectAll(\".tick\").data(r,e).order(),P=A.exit(),O=A.enter().append(\"g\").attr(\"class\",\"tick\"),I=A.select(\"line\"),D=A.select(\"text\");N=N.merge(N.enter().insert(\"path\",\".tick\").attr(\"class\",\"domain\").attr(\"stroke\",\"#000\")),A=A.merge(O),I=I.merge(O.append(\"line\").attr(\"stroke\",\"#000\").attr(w+\"2\",x*f)),D=D.merge(O.append(\"text\").attr(\"fill\",\"#000\").attr(w,x*h).attr(\"dy\",t===v?\"0em\":t===m?\"0.71em\":\"0.32em\")),n!==S&&(N=N.transition(n),A=A.transition(n),I=I.transition(n),D=D.transition(n),P=P.transition(n).attr(\"opacity\",_).attr(\"transform\",function(t){return isFinite(t=T(t))?C(t):this.getAttribute(\"transform\")}),O.attr(\"opacity\",_).attr(\"transform\",function(t){var e=this.parentNode.__axis;return C(e&&isFinite(e=e(t))?e:T(t))})),P.remove(),N.attr(\"d\",t===y||t==g?\"M\"+x*p+\",\"+E+\"H0.5V\"+M+\"H\"+x*p:\"M\"+E+\",\"+x*p+\"V0.5H\"+M+\"V\"+x*p),A.attr(\"opacity\",1).attr(\"transform\",function(t){return C(T(t))}),I.attr(w+\"2\",x*f),D.attr(w,x*h).text(i),S.filter(u).attr(\"fill\",\"none\").attr(\"font-size\",10).attr(\"font-family\",\"sans-serif\").attr(\"text-anchor\",t===g?\"start\":t===y?\"end\":\"middle\"),S.each(function(){this.__axis=T})}var c=[],s=null,l=null,f=6,p=6,b=3,x=t===v||t===y?-1:1,w=t===y||t===g?\"x\":\"y\",C=t===v||t===m?r:i;return n.scale=function(t){return arguments.length?(e=t,n):e},n.ticks=function(){return c=h.a.call(arguments),n},n.tickArguments=function(t){return arguments.length?(c=null==t?[]:h.a.call(t),n):c.slice()},n.tickValues=function(t){return arguments.length?(s=null==t?null:h.a.call(t),n):s&&s.slice()},n.tickFormat=function(t){return arguments.length?(l=t,n):l},n.tickSize=function(t){return arguments.length?(f=p=+t,n):f},n.tickSizeInner=function(t){return arguments.length?(f=+t,n):f},n.tickSizeOuter=function(t){return arguments.length?(p=+t,n):p},n.tickPadding=function(t){return arguments.length?(b=+t,n):b},n}function s(t){return c(v,t)}function l(t){return c(g,t)}function f(t){return c(m,t)}function p(t){return c(y,t)}e.a=s,e.b=l,e.c=f,e.d=p;var h=n(208),d=n(210),v=1,g=2,m=3,y=4,_=1e-6},function(t,e,n){\"use strict\";e.a=function(t){return t}},function(t,e,n){\"use strict\";var r=(n(214),n(215),n(60));n.d(e,\"a\",function(){return r.a});n(213),n(216),n(212)},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\";n(60)},function(t,e,n){\"use strict\";function r(){}function i(t,e){var n=new r;if(t instanceof r)t.each(function(t){n.add(t)});else if(t){var i=-1,o=t.length;if(null==e)for(;++i<o;)n.add(t[i]);else for(;++i<o;)n.add(e(t[i],i,t))}return n}var o=n(60),a=o.a.prototype;r.prototype=i.prototype={constructor:r,has:a.has,add:function(t){return t+=\"\",this[o.b+t]=t,this},remove:a.remove,clear:a.clear,values:a.keys,size:a.size,empty:a.empty,each:a.each}},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\";function r(t){if(t instanceof o)return new o(t.h,t.s,t.l,t.opacity);t instanceof u.d||(t=n.i(u.e)(t));var e=t.r/255,r=t.g/255,i=t.b/255,a=(g*i+d*e-v*r)/(g+d-v),s=i-a,l=(h*(r-a)-f*s)/p,m=Math.sqrt(l*l+s*s)/(h*a*(1-a)),y=m?Math.atan2(l,s)*c.a-120:NaN;return new o(y<0?y+360:y,m,a,t.opacity)}function i(t,e,n,i){return 1===arguments.length?r(t):new o(t,e,n,null==i?1:i)}function o(t,e,n,r){this.h=+t,this.s=+e,this.l=+n,this.opacity=+r}e.a=i;var a=n(62),u=n(61),c=n(113),s=-.14861,l=1.78277,f=-.29227,p=-.90649,h=1.97294,d=h*p,v=h*l,g=l*f-p*s;n.i(a.a)(o,i,n.i(a.b)(u.f,{brighter:function(t){return t=null==t?u.g:Math.pow(u.g,t),new o(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?u.h:Math.pow(u.h,t),new o(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=isNaN(this.h)?0:(this.h+120)*c.b,e=+this.l,n=isNaN(this.s)?0:this.s*e*(1-e),r=Math.cos(t),i=Math.sin(t);return new u.d(255*(e+n*(s*r+l*i)),255*(e+n*(f*r+p*i)),255*(e+n*(h*r)),this.opacity)}}))},function(t,e,n){\"use strict\";function r(t){if(t instanceof o)return new o(t.l,t.a,t.b,t.opacity);if(t instanceof p){var e=t.h*v.b;return new o(t.l,Math.cos(e)*t.c,Math.sin(e)*t.c,t.opacity)}t instanceof d.d||(t=n.i(d.e)(t));var r=s(t.r),i=s(t.g),u=s(t.b),c=a((.4124564*r+.3575761*i+.1804375*u)/g),l=a((.2126729*r+.7151522*i+.072175*u)/m);return new o(116*l-16,500*(c-l),200*(l-a((.0193339*r+.119192*i+.9503041*u)/y)),t.opacity)}function i(t,e,n,i){return 1===arguments.length?r(t):new o(t,e,n,null==i?1:i)}function o(t,e,n,r){this.l=+t,this.a=+e,this.b=+n,this.opacity=+r}function a(t){return t>w?Math.pow(t,1/3):t/x+_}function u(t){return t>b?t*t*t:x*(t-_)}function c(t){return 255*(t<=.0031308?12.92*t:1.055*Math.pow(t,1/2.4)-.055)}function s(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function l(t){if(t instanceof p)return new p(t.h,t.c,t.l,t.opacity);t instanceof o||(t=r(t));var e=Math.atan2(t.b,t.a)*v.a;return new p(e<0?e+360:e,Math.sqrt(t.a*t.a+t.b*t.b),t.l,t.opacity)}function f(t,e,n,r){return 1===arguments.length?l(t):new p(t,e,n,null==r?1:r)}function p(t,e,n,r){this.h=+t,this.c=+e,this.l=+n,this.opacity=+r}e.a=i,e.b=f;var h=n(62),d=n(61),v=n(113),g=.95047,m=1,y=1.08883,_=4/29,b=6/29,x=3*b*b,w=b*b*b;n.i(h.a)(o,i,n.i(h.b)(d.f,{brighter:function(t){return new o(this.l+18*(null==t?1:t),this.a,this.b,this.opacity)},darker:function(t){return new o(this.l-18*(null==t?1:t),this.a,this.b,this.opacity)},rgb:function(){var t=(this.l+16)/116,e=isNaN(this.a)?t:t+this.a/500,n=isNaN(this.b)?t:t-this.b/200;return t=m*u(t),e=g*u(e),n=y*u(n),new d.d(c(3.2404542*e-1.5371385*t-.4985314*n),c(-.969266*e+1.8760108*t+.041556*n),c(.0556434*e-.2040259*t+1.0572252*n),this.opacity)}})),n.i(h.a)(p,f,n.i(h.b)(d.f,{brighter:function(t){return new p(this.h,this.c,this.l+18*(null==t?1:t),this.opacity)},darker:function(t){return new p(this.h,this.c,this.l-18*(null==t?1:t),this.opacity)},rgb:function(){return r(this).rgb()}}))},function(t,e,n){\"use strict\";function r(t){return i=n.i(u.a)(t),o=i.format,a=i.formatPrefix,i}n.d(e,\"b\",function(){return o}),n.d(e,\"c\",function(){return a}),e.a=r;var i,o,a,u=n(117);r({decimal:\".\",thousands:\",\",grouping:[3],currency:[\"$\",\"\"]})},function(t,e,n){\"use strict\";e.a=function(t,e){t=t.toPrecision(e);t:for(var n,r=t.length,i=1,o=-1;i<r;++i)switch(t[i]){case\".\":o=n=i;break;case\"0\":0===o&&(o=i),n=i;break;case\"e\":break t;default:o>0&&(o=0)}return o>0?t.slice(0,o)+t.slice(n+1):t}},function(t,e,n){\"use strict\";e.a=function(t,e){return function(n,r){for(var i=n.length,o=[],a=0,u=t[0],c=0;i>0&&u>0&&(c+u+1>r&&(u=Math.max(1,r-c)),o.push(n.substring(i-=u,i+u)),!((c+=u+1)>r));)u=t[a=(a+1)%t.length];return o.reverse().join(e)}}},function(t,e,n){\"use strict\";e.a=function(t){return function(e){return e.replace(/[0-9]/g,function(e){return t[+e]})}}},function(t,e,n){\"use strict\";var r=n(63);e.a=function(t,e){var i=n.i(r.a)(t,e);if(!i)return t+\"\";var o=i[0],a=i[1];return a<0?\"0.\"+new Array(-a).join(\"0\")+o:o.length>a+1?o.slice(0,a+1)+\".\"+o.slice(a+1):o+new Array(a-o.length+2).join(\"0\")}},function(t,e,n){\"use strict\";e.a=function(t){return t}},function(t,e,n){\"use strict\";var r=n(42);e.a=function(t){return Math.max(0,-n.i(r.a)(Math.abs(t)))}},function(t,e,n){\"use strict\";var r=n(42);e.a=function(t,e){return Math.max(0,3*Math.max(-8,Math.min(8,Math.floor(n.i(r.a)(e)/3)))-n.i(r.a)(Math.abs(t)))}},function(t,e,n){\"use strict\";var r=n(42);e.a=function(t,e){return t=Math.abs(t),e=Math.abs(e)-t,Math.max(0,n.i(r.a)(e)-n.i(r.a)(t))+1}},function(t,e,n){\"use strict\";function r(t){return function e(r){function a(e,a){var u=t((e=n.i(i.cubehelix)(e)).h,(a=n.i(i.cubehelix)(a)).h),c=n.i(o.a)(e.s,a.s),s=n.i(o.a)(e.l,a.l),l=n.i(o.a)(e.opacity,a.opacity);return function(t){return e.h=u(t),e.s=c(t),e.l=s(Math.pow(t,r)),e.opacity=l(t),e+\"\"}}return r=+r,a.gamma=e,a}(1)}n.d(e,\"a\",function(){return a});var i=n(10),o=n(31),a=(r(o.b),r(o.a))},function(t,e,n){\"use strict\";function r(t){return function(e,r){var a=t((e=n.i(i.hcl)(e)).h,(r=n.i(i.hcl)(r)).h),u=n.i(o.a)(e.c,r.c),c=n.i(o.a)(e.l,r.l),s=n.i(o.a)(e.opacity,r.opacity);return function(t){return e.h=a(t),e.c=u(t),e.l=c(t),e.opacity=s(t),e+\"\"}}}var i=n(10),o=n(31);r(o.b),r(o.a)},function(t,e,n){\"use strict\";function r(t){return function(e,r){var a=t((e=n.i(i.hsl)(e)).h,(r=n.i(i.hsl)(r)).h),u=n.i(o.a)(e.s,r.s),c=n.i(o.a)(e.l,r.l),s=n.i(o.a)(e.opacity,r.opacity);return function(t){return e.h=a(t),e.s=u(t),e.l=c(t),e.opacity=s(t),e+\"\"}}}var i=n(10),o=n(31);r(o.b),r(o.a)},function(t,e,n){\"use strict\";n(10),n(31)},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\";e.a=function(t,e){return t=+t,e-=t,function(n){return Math.round(t+e*n)}}},function(t,e,n){\"use strict\";n.d(e,\"a\",function(){return i});var r=180/Math.PI,i={translateX:0,translateY:0,rotate:0,skewX:0,scaleX:1,scaleY:1};e.b=function(t,e,n,i,o,a){var u,c,s;return(u=Math.sqrt(t*t+e*e))&&(t/=u,e/=u),(s=t*n+e*i)&&(n-=t*s,i-=e*s),(c=Math.sqrt(n*n+i*i))&&(n/=c,i/=c,s/=c),t*i<e*n&&(t=-t,e=-e,s=-s,u=-u),{translateX:o,translateY:a,rotate:Math.atan2(e,t)*r,skewX:Math.atan(s)*r,scaleX:u,scaleY:c}}},function(t,e,n){\"use strict\";function r(t,e,r,o){function a(t){return t.length?t.pop()+\" \":\"\"}function u(t,o,a,u,c,s){if(t!==a||o!==u){var l=c.push(\"translate(\",null,e,null,r);s.push({i:l-4,x:n.i(i.a)(t,a)},{i:l-2,x:n.i(i.a)(o,u)})}else(a||u)&&c.push(\"translate(\"+a+e+u+r)}function c(t,e,r,u){t!==e?(t-e>180?e+=360:e-t>180&&(t+=360),u.push({i:r.push(a(r)+\"rotate(\",null,o)-2,x:n.i(i.a)(t,e)})):e&&r.push(a(r)+\"rotate(\"+e+o)}function s(t,e,r,u){t!==e?u.push({i:r.push(a(r)+\"skewX(\",null,o)-2,x:n.i(i.a)(t,e)}):e&&r.push(a(r)+\"skewX(\"+e+o)}function l(t,e,r,o,u,c){if(t!==r||e!==o){var s=u.push(a(u)+\"scale(\",null,\",\",null,\")\");c.push({i:s-4,x:n.i(i.a)(t,r)},{i:s-2,x:n.i(i.a)(e,o)})}else 1===r&&1===o||u.push(a(u)+\"scale(\"+r+\",\"+o+\")\")}return function(e,n){var r=[],i=[];return e=t(e),n=t(n),u(e.translateX,e.translateY,n.translateX,n.translateY,r,i),c(e.rotate,n.rotate,r,i),s(e.skewX,n.skewX,r,i),l(e.scaleX,e.scaleY,n.scaleX,n.scaleY,r,i),e=n=null,function(t){for(var e,n=-1,o=i.length;++n<o;)r[(e=i[n]).i]=e.x(t);return r.join(\"\")}}}var i=n(43),o=n(236);r(o.a,\"px, \",\"px)\",\"deg)\"),r(o.b,\", \",\")\",\")\")},function(t,e,n){\"use strict\";function r(t){return\"none\"===t?s.a:(o||(o=document.createElement(\"DIV\"),a=document.documentElement,u=document.defaultView),o.style.transform=t,t=u.getComputedStyle(a.appendChild(o),null).getPropertyValue(\"transform\"),a.removeChild(o),t=t.slice(7,-1).split(\",\"),n.i(s.b)(+t[0],+t[1],+t[2],+t[3],+t[4],+t[5]))}function i(t){return null==t?s.a:(c||(c=document.createElementNS(\"http://www.w3.org/2000/svg\",\"g\")),c.setAttribute(\"transform\",t),(t=c.transform.baseVal.consolidate())?(t=t.matrix,n.i(s.b)(t.a,t.b,t.c,t.d,t.e,t.f)):s.a)}e.a=r,e.b=i;var o,a,u,c,s=n(234)},function(t,e,n){\"use strict\";Math.SQRT2},function(t,e,n){\"use strict\";function r(){this._x0=this._y0=this._x1=this._y1=null,this._=\"\"}function i(){return new r}var o=Math.PI,a=2*o,u=a-1e-6;r.prototype=i.prototype={constructor:r,moveTo:function(t,e){this._+=\"M\"+(this._x0=this._x1=+t)+\",\"+(this._y0=this._y1=+e)},closePath:function(){null!==this._x1&&(this._x1=this._x0,this._y1=this._y0,this._+=\"Z\")},lineTo:function(t,e){this._+=\"L\"+(this._x1=+t)+\",\"+(this._y1=+e)},quadraticCurveTo:function(t,e,n,r){this._+=\"Q\"+ +t+\",\"+ +e+\",\"+(this._x1=+n)+\",\"+(this._y1=+r)},bezierCurveTo:function(t,e,n,r,i,o){this._+=\"C\"+ +t+\",\"+ +e+\",\"+ +n+\",\"+ +r+\",\"+(this._x1=+i)+\",\"+(this._y1=+o)},arcTo:function(t,e,n,r,i){t=+t,e=+e,n=+n,r=+r,i=+i;var a=this._x1,u=this._y1,c=n-t,s=r-e,l=a-t,f=u-e,p=l*l+f*f;if(i<0)throw new Error(\"negative radius: \"+i);if(null===this._x1)this._+=\"M\"+(this._x1=t)+\",\"+(this._y1=e);else if(p>1e-6)if(Math.abs(f*c-s*l)>1e-6&&i){var h=n-a,d=r-u,v=c*c+s*s,g=h*h+d*d,m=Math.sqrt(v),y=Math.sqrt(p),_=i*Math.tan((o-Math.acos((v+p-g)/(2*m*y)))/2),b=_/y,x=_/m;Math.abs(b-1)>1e-6&&(this._+=\"L\"+(t+b*l)+\",\"+(e+b*f)),this._+=\"A\"+i+\",\"+i+\",0,0,\"+ +(f*h>l*d)+\",\"+(this._x1=t+x*c)+\",\"+(this._y1=e+x*s)}else this._+=\"L\"+(this._x1=t)+\",\"+(this._y1=e);else;},arc:function(t,e,n,r,i,c){t=+t,e=+e,n=+n;var s=n*Math.cos(r),l=n*Math.sin(r),f=t+s,p=e+l,h=1^c,d=c?r-i:i-r;if(n<0)throw new Error(\"negative radius: \"+n);null===this._x1?this._+=\"M\"+f+\",\"+p:(Math.abs(this._x1-f)>1e-6||Math.abs(this._y1-p)>1e-6)&&(this._+=\"L\"+f+\",\"+p),n&&(d<0&&(d=d%a+a),d>u?this._+=\"A\"+n+\",\"+n+\",0,1,\"+h+\",\"+(t-s)+\",\"+(e-l)+\"A\"+n+\",\"+n+\",0,1,\"+h+\",\"+(this._x1=f)+\",\"+(this._y1=p):d>1e-6&&(this._+=\"A\"+n+\",\"+n+\",0,\"+ +(d>=o)+\",\"+h+\",\"+(this._x1=t+n*Math.cos(i))+\",\"+(this._y1=e+n*Math.sin(i))))},rect:function(t,e,n,r){this._+=\"M\"+(this._x0=this._x1=+t)+\",\"+(this._y0=this._y1=+e)+\"h\"+ +n+\"v\"+ +r+\"h\"+-n+\"Z\"},toString:function(){return this._}},e.a=i},function(t,e,n){\"use strict\";function r(){function t(){var t=c().length,r=l[1]<l[0],o=l[r-0],u=l[1-r];e=(u-o)/Math.max(1,t-p+2*h),f&&(e=Math.floor(e)),o+=(u-o-e*(t-p))*d,i=e*(1-p),f&&(o=Math.round(o),i=Math.round(i));var v=n.i(a.range)(t).map(function(t){return o+e*t});return s(r?v.reverse():v)}var e,i,o=n.i(u.a)().unknown(void 0),c=o.domain,s=o.range,l=[0,1],f=!1,p=0,h=0,d=.5;return delete o.unknown,o.domain=function(e){return arguments.length?(c(e),t()):c()},o.range=function(e){return arguments.length?(l=[+e[0],+e[1]],t()):l.slice()},o.rangeRound=function(e){return l=[+e[0],+e[1]],f=!0,t()},o.bandwidth=function(){return i},o.step=function(){return e},o.round=function(e){return arguments.length?(f=!!e,t()):f},o.padding=function(e){return arguments.length?(p=h=Math.max(0,Math.min(1,e)),t()):p},o.paddingInner=function(e){return arguments.length?(p=Math.max(0,Math.min(1,e)),t()):p},o.paddingOuter=function(e){return arguments.length?(h=Math.max(0,Math.min(1,e)),t()):h},o.align=function(e){return arguments.length?(d=Math.max(0,Math.min(1,e)),t()):d},o.copy=function(){return r().domain(c()).range(l).round(f).paddingInner(p).paddingOuter(h).align(d)},t()}function i(t){var e=t.copy;return t.padding=t.paddingOuter,delete t.paddingInner,delete t.paddingOuter,t.copy=function(){return i(e())},t}function o(){return i(r().paddingInner(1))}e.a=r,e.b=o;var a=n(7),u=n(127)},function(t,e,n){\"use strict\";var r=n(33);e.a=n.i(r.a)(\"1f77b4ff7f0e2ca02cd627289467bd8c564be377c27f7f7fbcbd2217becf\")},function(t,e,n){\"use strict\";var r=n(33);e.a=n.i(r.a)(\"1f77b4aec7e8ff7f0effbb782ca02c98df8ad62728ff98969467bdc5b0d58c564bc49c94e377c2f7b6d27f7f7fc7c7c7bcbd22dbdb8d17becf9edae5\")},function(t,e,n){\"use strict\";var r=n(33);e.a=n.i(r.a)(\"393b795254a36b6ecf9c9ede6379398ca252b5cf6bcedb9c8c6d31bd9e39e7ba52e7cb94843c39ad494ad6616be7969c7b4173a55194ce6dbdde9ed6\")},function(t,e,n){\"use strict\";var r=n(33);e.a=n.i(r.a)(\"3182bd6baed69ecae1c6dbefe6550dfd8d3cfdae6bfdd0a231a35474c476a1d99bc7e9c0756bb19e9ac8bcbddcdadaeb636363969696bdbdbdd9d9d9\")},function(t,e,n){\"use strict\";var r=n(10),i=n(30);e.a=n.i(i.d)(n.i(r.cubehelix)(300,.5,0),n.i(r.cubehelix)(-240,.5,1))},function(t,e,n){\"use strict\";function r(){function t(t){return+t}var e=[0,1];return t.invert=t,t.domain=t.range=function(n){return arguments.length?(e=i.a.call(n,a.a),t):e.slice()},t.copy=function(){return r().domain(e)},n.i(o.b)(t)}e.a=r;var i=n(16),o=n(34),a=n(126)},function(t,e,n){\"use strict\";function r(t,e){return(e=Math.log(e/t))?function(n){return Math.log(n/t)/e}:n.i(p.a)(e)}function i(t,e){return t<0?function(n){return-Math.pow(-e,n)*Math.pow(-t,1-n)}:function(n){return Math.pow(e,n)*Math.pow(t,1-n)}}function o(t){return isFinite(t)?+(\"1e\"+t):t<0?0:t}function a(t){return 10===t?o:t===Math.E?Math.exp:function(e){return Math.pow(t,e)}}function u(t){return t===Math.E?Math.log:10===t&&Math.log10||2===t&&Math.log2||(t=Math.log(t),function(e){return Math.log(e)/t})}function c(t){return function(e){return-t(-e)}}function s(){function t(){return v=u(p),g=a(p),o()[0]<0&&(v=c(v),g=c(g)),e}var e=n.i(d.a)(r,i).domain([1,10]),o=e.domain,p=10,v=u(10),g=a(10);return e.base=function(e){return arguments.length?(p=+e,t()):p},e.domain=function(e){return arguments.length?(o(e),t()):o()},e.ticks=function(t){var e,r=o(),i=r[0],a=r[r.length-1];(e=a<i)&&(f=i,i=a,a=f);var u,c,s,f=v(i),h=v(a),d=null==t?10:+t,m=[];if(!(p%1)&&h-f<d){if(f=Math.round(f)-1,h=Math.round(h)+1,i>0){for(;f<h;++f)for(c=1,u=g(f);c<p;++c)if(!((s=u*c)<i)){if(s>a)break;m.push(s)}}else for(;f<h;++f)for(c=p-1,u=g(f);c>=1;--c)if(!((s=u*c)<i)){if(s>a)break;m.push(s)}}else m=n.i(l.ticks)(f,h,Math.min(h-f,d)).map(g);return e?m.reverse():m},e.tickFormat=function(t,r){if(null==r&&(r=10===p?\".0e\":\",\"),\"function\"!=typeof r&&(r=n.i(f.format)(r)),t===1/0)return r;null==t&&(t=10);var i=Math.max(1,p*t/e.ticks().length);return function(t){var e=t/g(Math.round(v(t)));return e*p<p-.5&&(e*=p),e<=i?r(t):\"\"}},e.nice=function(){return o(n.i(h.a)(o(),{floor:function(t){return g(Math.floor(v(t)))},ceil:function(t){return g(Math.ceil(v(t)))}}))},e.copy=function(){return n.i(d.c)(e,s().base(p))},e}e.a=s;var l=n(7),f=n(29),p=n(67),h=n(125),d=n(44)},function(t,e,n){\"use strict\";function r(t,e){return t<0?-Math.pow(-t,e):Math.pow(t,e)}function i(){function t(t,e){return(e=r(e,o)-(t=r(t,o)))?function(n){return(r(n,o)-t)/e}:n.i(a.a)(e)}function e(t,e){return e=r(e,o)-(t=r(t,o)),function(n){return r(t+e*n,1/o)}}var o=1,s=n.i(c.a)(t,e),l=s.domain;return s.exponent=function(t){return arguments.length?(o=+t,l(l())):o},s.copy=function(){return n.i(c.c)(s,i().exponent(o))},n.i(u.b)(s)}function o(){return i().exponent(.5)}e.a=i,e.b=o;var a=n(67),u=n(34),c=n(44)},function(t,e,n){\"use strict\";function r(){function t(){var t=0,r=Math.max(1,u.length);for(c=new Array(r-1);++t<r;)c[t-1]=n.i(i.quantile)(a,t/r);return e}function e(t){if(!isNaN(t=+t))return u[n.i(i.bisect)(c,t)]}var a=[],u=[],c=[];return e.invertExtent=function(t){var e=u.indexOf(t);return e<0?[NaN,NaN]:[e>0?c[e-1]:a[0],e<c.length?c[e]:a[a.length-1]]},e.domain=function(e){if(!arguments.length)return a.slice();a=[];for(var n,r=0,o=e.length;r<o;++r)null==(n=e[r])||isNaN(n=+n)||a.push(n);return a.sort(i.ascending),t()},e.range=function(e){return arguments.length?(u=o.b.call(e),t()):u.slice()},e.quantiles=function(){return c.slice()},e.copy=function(){return r().domain(a).range(u)},e}e.a=r;var i=n(7),o=n(16)},function(t,e,n){\"use strict\";function r(){function t(t){if(t<=t)return f[n.i(i.bisect)(l,t,0,s)]}function e(){var e=-1;for(l=new Array(s);++e<s;)l[e]=((e+1)*c-(e-s)*u)/(s+1);return t}var u=0,c=1,s=1,l=[.5],f=[0,1];return t.domain=function(t){return arguments.length?(u=+t[0],c=+t[1],e()):[u,c]},t.range=function(t){return arguments.length?(s=(f=o.b.call(t)).length-1,e()):f.slice()},t.invertExtent=function(t){var e=f.indexOf(t);return e<0?[NaN,NaN]:e<1?[u,l[0]]:e>=s?[l[s-1],c]:[l[e-1],l[e]]},t.copy=function(){return r().domain([u,c]).range(f)},n.i(a.b)(t)}e.a=r;var i=n(7),o=n(16),a=n(34)},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return o}),n.d(e,\"c\",function(){return a});var r=n(10),i=n(30),o=n.i(i.d)(n.i(r.cubehelix)(-100,.75,.35),n.i(r.cubehelix)(80,1.5,.8)),a=n.i(i.d)(n.i(r.cubehelix)(260,.75,.35),n.i(r.cubehelix)(80,1.5,.8)),u=n.i(r.cubehelix)();e.a=function(t){(t<0||t>1)&&(t-=Math.floor(t));var e=Math.abs(t-.5);return u.h=360*t-100,u.s=1.5-1.5*e,u.l=.8-.9*e,u+\"\"}},function(t,e,n){\"use strict\";function r(t){function e(e){var n=(e-o)/(a-o);return t(u?Math.max(0,Math.min(1,n)):n)}var o=0,a=1,u=!1;return e.domain=function(t){return arguments.length?(o=+t[0],a=+t[1],e):[o,a]},e.clamp=function(t){return arguments.length?(u=!!t,e):u},e.interpolator=function(n){return arguments.length?(t=n,e):t},e.copy=function(){return r(t).domain([o,a]).clamp(u)},n.i(i.b)(e)}e.a=r;var i=n(34)},function(t,e,n){\"use strict\";function r(){function t(t){if(t<=t)return a[n.i(i.bisect)(e,t,0,u)]}var e=[.5],a=[0,1],u=1;return t.domain=function(n){return arguments.length?(e=o.b.call(n),u=Math.min(e.length,a.length-1),t):e.slice()},t.range=function(n){return arguments.length?(a=o.b.call(n),u=Math.min(e.length,a.length-1),t):a.slice()},t.invertExtent=function(t){var n=a.indexOf(t);return[e[n-1],e[n]]},t.copy=function(){return r().domain(e).range(a)},t}e.a=r;var i=n(7),o=n(16)},function(t,e,n){\"use strict\";var r=n(7),i=n(29);e.a=function(t,e,o){var a,u=t[0],c=t[t.length-1],s=n.i(r.tickStep)(u,c,null==e?10:e);switch(o=n.i(i.formatSpecifier)(null==o?\",f\":o),o.type){case\"s\":var l=Math.max(Math.abs(u),Math.abs(c));return null!=o.precision||isNaN(a=n.i(i.precisionPrefix)(s,l))||(o.precision=a),n.i(i.formatPrefix)(o,l);case\"\":case\"e\":case\"g\":case\"p\":case\"r\":null!=o.precision||isNaN(a=n.i(i.precisionRound)(s,Math.max(Math.abs(u),Math.abs(c))))||(o.precision=a-(\"e\"===o.type));break;case\"f\":case\"%\":null!=o.precision||isNaN(a=n.i(i.precisionFixed)(s))||(o.precision=a-2*(\"%\"===o.type))}return n.i(i.format)(o)}},function(t,e,n){\"use strict\";var r=n(128),i=n(78),o=n(80);e.a=function(){return n.i(r.b)(o.h,o.k,o.l,o.b,o.m,o.n,o.o,o.p,i.utcFormat).domain([Date.UTC(2e3,0,1),Date.UTC(2e3,0,2)])}},function(t,e,n){\"use strict\";function r(t){var e=t.length;return function(n){return t[Math.max(0,Math.min(e-1,Math.floor(n*e)))]}}n.d(e,\"b\",function(){return o}),n.d(e,\"c\",function(){return a}),n.d(e,\"d\",function(){return u});var i=n(33);e.a=r(n.i(i.a)(\"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\"));var o=r(n.i(i.a)(\"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\")),a=r(n.i(i.a)(\"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\")),u=r(n.i(i.a)(\"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\"))},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";var r=n(45),i=n(131);e.a=function(t){return n.i(i.a)(n.i(r.a)(t).call(document.documentElement))}},function(t,e,n){\"use strict\";function r(){return new i}function i(){this._=\"@\"+(++o).toString(36)}e.a=r;var o=0;i.prototype=r.prototype={constructor:i,get:function(t){for(var e=this._;!(e in t);)if(!(t=t.parentNode))return;return t[e]},set:function(t,e){return t[this._]=e},remove:function(t){return this._ in t&&delete t[this._]},toString:function(){return this._}}},function(t,e,n){\"use strict\";var r=n(72),i=n(46);e.a=function(t){var e=n.i(r.a)();return e.changedTouches&&(e=e.changedTouches[0]),n.i(i.a)(t,e)}},function(t,e,n){\"use strict\";var r=n(8);e.a=function(t){return\"string\"==typeof t?new r.b([document.querySelectorAll(t)],[document.documentElement]):new r.b([null==t?[]:t],r.c)}},function(t,e,n){\"use strict\";var r=n(45);e.a=function(t){var e=\"function\"==typeof t?t:n.i(r.a)(t);return this.select(function(){return this.appendChild(e.apply(this,arguments))})}},function(t,e,n){\"use strict\";function r(t){return function(){this.removeAttribute(t)}}function i(t){return function(){this.removeAttributeNS(t.space,t.local)}}function o(t,e){return function(){this.setAttribute(t,e)}}function a(t,e){return function(){this.setAttributeNS(t.space,t.local,e)}}function u(t,e){return function(){var n=e.apply(this,arguments);null==n?this.removeAttribute(t):this.setAttribute(t,n)}}function c(t,e){return function(){var n=e.apply(this,arguments);null==n?this.removeAttributeNS(t.space,t.local):this.setAttributeNS(t.space,t.local,n)}}var s=n(68);e.a=function(t,e){var l=n.i(s.a)(t);if(arguments.length<2){var f=this.node();return l.local?f.getAttributeNS(l.space,l.local):f.getAttribute(l)}return this.each((null==e?l.local?i:r:\"function\"==typeof e?l.local?c:u:l.local?a:o)(l,e))}},function(t,e,n){\"use strict\";e.a=function(){var t=arguments[0];return arguments[0]=this,t.apply(null,arguments),this}},function(t,e,n){\"use strict\";function r(t){return t.trim().split(/^|\\s+/)}function i(t){return t.classList||new o(t)}function o(t){this._node=t,this._names=r(t.getAttribute(\"class\")||\"\")}function a(t,e){for(var n=i(t),r=-1,o=e.length;++r<o;)n.add(e[r])}function u(t,e){for(var n=i(t),r=-1,o=e.length;++r<o;)n.remove(e[r])}function c(t){return function(){a(this,t)}}function s(t){return function(){u(this,t)}}function l(t,e){return function(){(e.apply(this,arguments)?a:u)(this,t)}}o.prototype={add:function(t){this._names.indexOf(t)<0&&(this._names.push(t),this._node.setAttribute(\"class\",this._names.join(\" \")))},remove:function(t){var e=this._names.indexOf(t);e>=0&&(this._names.splice(e,1),this._node.setAttribute(\"class\",this._names.join(\" \")))},contains:function(t){return this._names.indexOf(t)>=0}},e.a=function(t,e){var n=r(t+\"\");if(arguments.length<2){for(var o=i(this.node()),a=-1,u=n.length;++a<u;)if(!o.contains(n[a]))return!1;return!0}return this.each((\"function\"==typeof e?l:e?c:s)(n,e))}},function(t,e,n){\"use strict\";function r(){return this.parentNode.insertBefore(this.cloneNode(!1),this.nextSibling)}function i(){return this.parentNode.insertBefore(this.cloneNode(!0),this.nextSibling)}e.a=function(t){return this.select(t?i:r)}},function(t,e,n){\"use strict\";function r(t,e,n,r,i,o){for(var u,c=0,s=e.length,l=o.length;c<l;++c)(u=e[c])?(u.__data__=o[c],r[c]=u):n[c]=new a.b(t,o[c]);for(;c<s;++c)(u=e[c])&&(i[c]=u)}function i(t,e,n,r,i,o,u){var s,l,f,p={},h=e.length,d=o.length,v=new Array(h);for(s=0;s<h;++s)(l=e[s])&&(v[s]=f=c+u.call(l,l.__data__,s,e),f in p?i[s]=l:p[f]=l);for(s=0;s<d;++s)f=c+u.call(t,o[s],s,o),(l=p[f])?(r[s]=l,l.__data__=o[s],p[f]=null):n[s]=new a.b(t,o[s]);for(s=0;s<h;++s)(l=e[s])&&p[v[s]]===l&&(i[s]=l)}var o=n(8),a=n(132),u=n(256),c=\"$\";e.a=function(t,e){if(!t)return y=new Array(this.size()),d=-1,this.each(function(t){y[++d]=t}),y;var a=e?i:r,c=this._parents,s=this._groups;\"function\"!=typeof t&&(t=n.i(u.a)(t));for(var l=s.length,f=new Array(l),p=new Array(l),h=new Array(l),d=0;d<l;++d){var v=c[d],g=s[d],m=g.length,y=t.call(v,v&&v.__data__,d,c),_=y.length,b=p[d]=new Array(_),x=f[d]=new Array(_);a(v,g,b,x,h[d]=new Array(m),y,e);for(var w,C,k=0,E=0;k<_;++k)if(w=b[k]){for(k>=E&&(E=k+1);!(C=x[E])&&++E<_;);w._next=C||null}}return f=new o.b(f,c),f._enter=p,f._exit=h,f}},function(t,e,n){\"use strict\";e.a=function(t){return arguments.length?this.property(\"__data__\",t):this.node().__data__}},function(t,e,n){\"use strict\";function r(t,e,r){var i=n.i(a.a)(t),o=i.CustomEvent;\"function\"==typeof o?o=new o(e,r):(o=i.document.createEvent(\"Event\"),r?(o.initEvent(e,r.bubbles,r.cancelable),o.detail=r.detail):o.initEvent(e,!1,!1)),t.dispatchEvent(o)}function i(t,e){return function(){return r(this,t,e)}}function o(t,e){return function(){return r(this,t,e.apply(this,arguments))}}var a=n(73);e.a=function(t,e){return this.each((\"function\"==typeof e?o:i)(t,e))}},function(t,e,n){\"use strict\";e.a=function(t){for(var e=this._groups,n=0,r=e.length;n<r;++n)for(var i,o=e[n],a=0,u=o.length;a<u;++a)(i=o[a])&&t.call(i,i.__data__,a,o);return this}},function(t,e,n){\"use strict\";e.a=function(){return!this.node()}},function(t,e,n){\"use strict\";var r=n(133),i=n(8);e.a=function(){return new i.b(this._exit||this._groups.map(r.a),this._parents)}},function(t,e,n){\"use strict\";var r=n(8),i=n(130);e.a=function(t){\"function\"!=typeof t&&(t=n.i(i.a)(t));for(var e=this._groups,o=e.length,a=new Array(o),u=0;u<o;++u)for(var c,s=e[u],l=s.length,f=a[u]=[],p=0;p<l;++p)(c=s[p])&&t.call(c,c.__data__,p,s)&&f.push(c);return new r.b(a,this._parents)}},function(t,e,n){\"use strict\";function r(){this.innerHTML=\"\"}function i(t){return function(){this.innerHTML=t}}function o(t){return function(){var e=t.apply(this,arguments);this.innerHTML=null==e?\"\":e}}e.a=function(t){return arguments.length?this.each(null==t?r:(\"function\"==typeof t?o:i)(t)):this.node().innerHTML}},function(t,e,n){\"use strict\";function r(){return null}var i=n(45),o=n(71);e.a=function(t,e){var a=\"function\"==typeof t?t:n.i(i.a)(t),u=null==e?r:\"function\"==typeof e?e:n.i(o.a)(e);return this.select(function(){return this.insertBefore(a.apply(this,arguments),u.apply(this,arguments)||null)})}},function(t,e,n){\"use strict\";function r(){this.previousSibling&&this.parentNode.insertBefore(this,this.parentNode.firstChild)}e.a=function(){return this.each(r)}},function(t,e,n){\"use strict\";var r=n(8);e.a=function(t){for(var e=this._groups,n=t._groups,i=e.length,o=n.length,a=Math.min(i,o),u=new Array(i),c=0;c<a;++c)for(var s,l=e[c],f=n[c],p=l.length,h=u[c]=new Array(p),d=0;d<p;++d)(s=l[d]||f[d])&&(h[d]=s);for(;c<i;++c)u[c]=e[c];return new r.b(u,this._parents)}},function(t,e,n){\"use strict\";e.a=function(){for(var t=this._groups,e=0,n=t.length;e<n;++e)for(var r=t[e],i=0,o=r.length;i<o;++i){var a=r[i];if(a)return a}return null}},function(t,e,n){\"use strict\";e.a=function(){var t=new Array(this.size()),e=-1;return this.each(function(){t[++e]=this}),t}},function(t,e,n){\"use strict\";e.a=function(){for(var t=this._groups,e=-1,n=t.length;++e<n;)for(var r,i=t[e],o=i.length-1,a=i[o];--o>=0;)(r=i[o])&&(a&&a!==r.nextSibling&&a.parentNode.insertBefore(r,a),a=r);return this}},function(t,e,n){\"use strict\";function r(t){return function(){delete this[t]}}function i(t,e){return function(){this[t]=e}}function o(t,e){return function(){var n=e.apply(this,arguments);null==n?delete this[t]:this[t]=n}}e.a=function(t,e){return arguments.length>1?this.each((null==e?r:\"function\"==typeof e?o:i)(t,e)):this.node()[t]}},function(t,e,n){\"use strict\";function r(){this.nextSibling&&this.parentNode.appendChild(this)}e.a=function(){return this.each(r)}},function(t,e,n){\"use strict\";function r(){var t=this.parentNode;t&&t.removeChild(this)}e.a=function(){return this.each(r)}},function(t,e,n){\"use strict\";var r=n(8),i=n(71);e.a=function(t){\"function\"!=typeof t&&(t=n.i(i.a)(t));for(var e=this._groups,o=e.length,a=new Array(o),u=0;u<o;++u)for(var c,s,l=e[u],f=l.length,p=a[u]=new Array(f),h=0;h<f;++h)(c=l[h])&&(s=t.call(c,c.__data__,h,l))&&(\"__data__\"in c&&(s.__data__=c.__data__),p[h]=s);return new r.b(a,this._parents)}},function(t,e,n){\"use strict\";var r=n(8),i=n(135);e.a=function(t){\"function\"!=typeof t&&(t=n.i(i.a)(t));for(var e=this._groups,o=e.length,a=[],u=[],c=0;c<o;++c)for(var s,l=e[c],f=l.length,p=0;p<f;++p)(s=l[p])&&(a.push(t.call(s,s.__data__,p,l)),u.push(s));return new r.b(a,u)}},function(t,e,n){\"use strict\";e.a=function(){var t=0;return this.each(function(){++t}),t}},function(t,e,n){\"use strict\";function r(t,e){return t<e?-1:t>e?1:t>=e?0:NaN}var i=n(8);e.a=function(t){function e(e,n){return e&&n?t(e.__data__,n.__data__):!e-!n}t||(t=r);for(var n=this._groups,o=n.length,a=new Array(o),u=0;u<o;++u){for(var c,s=n[u],l=s.length,f=a[u]=new Array(l),p=0;p<l;++p)(c=s[p])&&(f[p]=c);f.sort(e)}return new i.b(a,this._parents).order()}},function(t,e,n){\"use strict\";function r(){this.textContent=\"\"}function i(t){return function(){this.textContent=t}}function o(t){return function(){var e=t.apply(this,arguments);this.textContent=null==e?\"\":e}}e.a=function(t){return arguments.length?this.each(null==t?r:(\"function\"==typeof t?o:i)(t)):this.node().textContent}},function(t,e,n){\"use strict\";var r=n(72),i=n(46);e.a=function(t,e,o){arguments.length<3&&(o=e,e=n.i(r.a)().changedTouches);for(var a,u=0,c=e?e.length:0;u<c;++u)if((a=e[u]).identifier===o)return n.i(i.a)(t,a);return null}},function(t,e,n){\"use strict\";var r=n(72),i=n(46);e.a=function(t,e){null==e&&(e=n.i(r.a)().touches);for(var o=0,a=e?e.length:0,u=new Array(a);o<a;++o)u[o]=n.i(i.a)(t,e[o]);return u}},function(t,e,n){\"use strict\";function r(t){return t.innerRadius}function i(t){return t.outerRadius}function o(t){return t.startAngle}function a(t){return t.endAngle}function u(t){return t&&t.padAngle}function c(t,e,n,r,i,o,a,u){var c=n-t,s=r-e,l=a-i,f=u-o,p=(l*(e-o)-f*(t-i))/(f*c-l*s);return[t+p*c,e+p*s]}function s(t,e,r,i,o,a,u){var c=t-r,s=e-i,l=(u?a:-a)/n.i(p.d)(c*c+s*s),f=l*s,h=-l*c,d=t+f,v=e+h,g=r+f,m=i+h,y=(d+g)/2,_=(v+m)/2,b=g-d,x=m-v,w=b*b+x*x,C=o-a,k=d*m-g*v,E=(x<0?-1:1)*n.i(p.d)(n.i(p.e)(0,C*C*w-k*k)),M=(k*x-b*E)/w,T=(-k*b-x*E)/w,S=(k*x+b*E)/w,N=(-k*b+x*E)/w,A=M-y,P=T-_,O=S-y,I=N-_;return A*A+P*P>O*O+I*I&&(M=S,T=N),{cx:M,cy:T,x01:-f,y01:-h,x11:M*(o/C-1),y11:T*(o/C-1)}}var l=n(32),f=n(17),p=n(35);e.a=function(){function t(){var t,r,i=+e.apply(this,arguments),o=+h.apply(this,arguments),a=g.apply(this,arguments)-p.f,u=m.apply(this,arguments)-p.f,f=n.i(p.g)(u-a),b=u>a;if(_||(_=t=n.i(l.a)()),o<i&&(r=o,o=i,i=r),o>p.a)if(f>p.c-p.a)_.moveTo(o*n.i(p.h)(a),o*n.i(p.i)(a)),_.arc(0,0,o,a,u,!b),i>p.a&&(_.moveTo(i*n.i(p.h)(u),i*n.i(p.i)(u)),_.arc(0,0,i,u,a,b));else{var x,w,C=a,k=u,E=a,M=u,T=f,S=f,N=y.apply(this,arguments)/2,A=N>p.a&&(v?+v.apply(this,arguments):n.i(p.d)(i*i+o*o)),P=n.i(p.j)(n.i(p.g)(o-i)/2,+d.apply(this,arguments)),O=P,I=P;if(A>p.a){var D=n.i(p.k)(A/i*n.i(p.i)(N)),R=n.i(p.k)(A/o*n.i(p.i)(N));(T-=2*D)>p.a?(D*=b?1:-1,E+=D,M-=D):(T=0,E=M=(a+u)/2),(S-=2*R)>p.a?(R*=b?1:-1,C+=R,k-=R):(S=0,C=k=(a+u)/2)}var L=o*n.i(p.h)(C),U=o*n.i(p.i)(C),F=i*n.i(p.h)(M),j=i*n.i(p.i)(M);if(P>p.a){var B=o*n.i(p.h)(k),V=o*n.i(p.i)(k),W=i*n.i(p.h)(E),z=i*n.i(p.i)(E);if(f<p.b){var H=T>p.a?c(L,U,W,z,B,V,F,j):[F,j],q=L-H[0],Y=U-H[1],K=B-H[0],G=V-H[1],$=1/n.i(p.i)(n.i(p.l)((q*K+Y*G)/(n.i(p.d)(q*q+Y*Y)*n.i(p.d)(K*K+G*G)))/2),X=n.i(p.d)(H[0]*H[0]+H[1]*H[1]);O=n.i(p.j)(P,(i-X)/($-1)),I=n.i(p.j)(P,(o-X)/($+1))}}S>p.a?I>p.a?(x=s(W,z,L,U,o,I,b),w=s(B,V,F,j,o,I,b),_.moveTo(x.cx+x.x01,x.cy+x.y01),I<P?_.arc(x.cx,x.cy,I,n.i(p.m)(x.y01,x.x01),n.i(p.m)(w.y01,w.x01),!b):(_.arc(x.cx,x.cy,I,n.i(p.m)(x.y01,x.x01),n.i(p.m)(x.y11,x.x11),!b),_.arc(0,0,o,n.i(p.m)(x.cy+x.y11,x.cx+x.x11),n.i(p.m)(w.cy+w.y11,w.cx+w.x11),!b),_.arc(w.cx,w.cy,I,n.i(p.m)(w.y11,w.x11),n.i(p.m)(w.y01,w.x01),!b))):(_.moveTo(L,U),_.arc(0,0,o,C,k,!b)):_.moveTo(L,U),i>p.a&&T>p.a?O>p.a?(x=s(F,j,B,V,i,-O,b),w=s(L,U,W,z,i,-O,b),_.lineTo(x.cx+x.x01,x.cy+x.y01),O<P?_.arc(x.cx,x.cy,O,n.i(p.m)(x.y01,x.x01),n.i(p.m)(w.y01,w.x01),!b):(_.arc(x.cx,x.cy,O,n.i(p.m)(x.y01,x.x01),n.i(p.m)(x.y11,x.x11),!b),_.arc(0,0,i,n.i(p.m)(x.cy+x.y11,x.cx+x.x11),n.i(p.m)(w.cy+w.y11,w.cx+w.x11),b),_.arc(w.cx,w.cy,O,n.i(p.m)(w.y11,w.x11),n.i(p.m)(w.y01,w.x01),!b))):_.arc(0,0,i,M,E,b):_.lineTo(F,j)}else _.moveTo(0,0);if(_.closePath(),t)return _=null,t+\"\"||null}var e=r,h=i,d=n.i(f.a)(0),v=null,g=o,m=a,y=u,_=null;return t.centroid=function(){var t=(+e.apply(this,arguments)+ +h.apply(this,arguments))/2,r=(+g.apply(this,arguments)+ +m.apply(this,arguments))/2-p.b/2;return[n.i(p.h)(r)*t,n.i(p.i)(r)*t]},t.innerRadius=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(f.a)(+r),t):e},t.outerRadius=function(e){return arguments.length?(h=\"function\"==typeof e?e:n.i(f.a)(+e),t):h},t.cornerRadius=function(e){return arguments.length?(d=\"function\"==typeof e?e:n.i(f.a)(+e),t):d},t.padRadius=function(e){return arguments.length?(v=null==e?null:\"function\"==typeof e?e:n.i(f.a)(+e),t):v},t.startAngle=function(e){return arguments.length?(g=\"function\"==typeof e?e:n.i(f.a)(+e),t):g},t.endAngle=function(e){return arguments.length?(m=\"function\"==typeof e?e:n.i(f.a)(+e),t):m},t.padAngle=function(e){return arguments.length?(y=\"function\"==typeof e?e:n.i(f.a)(+e),t):y},t.context=function(e){return arguments.length?(_=null==e?null:e,t):_},t}},function(t,e,n){\"use strict\";var r=n(141),i=n(137),o=n(142);e.a=function(){var t=n.i(i.a)().curve(r.b),e=t.curve,a=t.lineX0,u=t.lineX1,c=t.lineY0,s=t.lineY1;return t.angle=t.x,delete t.x,t.startAngle=t.x0,delete t.x0,t.endAngle=t.x1,delete t.x1,t.radius=t.y,delete t.y,t.innerRadius=t.y0,delete t.y0,t.outerRadius=t.y1,delete t.y1,t.lineStartAngle=function(){return n.i(o.b)(a())},delete t.lineX0,t.lineEndAngle=function(){return n.i(o.b)(u())},delete t.lineX1,t.lineInnerRadius=function(){return n.i(o.b)(c())},delete t.lineY0,t.lineOuterRadius=function(){return n.i(o.b)(s())},delete t.lineY1,t.curve=function(t){return arguments.length?e(n.i(r.a)(t)):e()._curve},t}},function(t,e,n){\"use strict\";function r(t){this._context=t}var i=n(50),o=n(47);r.prototype={areaStart:i.a,areaEnd:i.a,lineStart:function(){this._x0=this._x1=this._x2=this._x3=this._x4=this._y0=this._y1=this._y2=this._y3=this._y4=NaN,this._point=0},lineEnd:function(){switch(this._point){case 1:this._context.moveTo(this._x2,this._y2),this._context.closePath();break;case 2:this._context.moveTo((this._x2+2*this._x3)/3,(this._y2+2*this._y3)/3),this._context.lineTo((this._x3+2*this._x2)/3,(this._y3+2*this._y2)/3),this._context.closePath();break;case 3:this.point(this._x2,this._y2),this.point(this._x3,this._y3),this.point(this._x4,this._y4)}},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._x2=t,this._y2=e;break;case 1:this._point=2,this._x3=t,this._y3=e;break;case 2:this._point=3,this._x4=t,this._y4=e,this._context.moveTo((this._x0+4*this._x1+t)/6,(this._y0+4*this._y1+e)/6);break;default:n.i(o.c)(this,t,e)}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";function r(t){this._context=t}var i=n(47);r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._y0=this._y1=NaN,this._point=0},lineEnd:function(){(this._line||0!==this._line&&3===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1;break;case 1:this._point=2;break;case 2:this._point=3;var r=(this._x0+4*this._x1+t)/6,o=(this._y0+4*this._y1+e)/6;this._line?this._context.lineTo(r,o):this._context.moveTo(r,o);break;case 3:this._point=4;default:n.i(i.c)(this,t,e)}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";function r(t,e){this._basis=new i.b(t),this._beta=e}var i=n(47);r.prototype={lineStart:function(){this._x=[],this._y=[],this._basis.lineStart()},lineEnd:function(){var t=this._x,e=this._y,n=t.length-1;if(n>0)for(var r,i=t[0],o=e[0],a=t[n]-i,u=e[n]-o,c=-1;++c<=n;)r=c/n,this._basis.point(this._beta*t[c]+(1-this._beta)*(i+r*a),this._beta*e[c]+(1-this._beta)*(o+r*u));this._x=this._y=null,this._basis.lineEnd()},point:function(t,e){this._x.push(+t),this._y.push(+e)}},e.a=function t(e){function n(t){return 1===e?new i.b(t):new r(t,e)}return n.beta=function(e){return t(+e)},n}(.85)},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._alpha=e}var i=n(139),o=n(50),a=n(74);r.prototype={areaStart:o.a,areaEnd:o.a,lineStart:function(){this._x0=this._x1=this._x2=this._x3=this._x4=this._x5=this._y0=this._y1=this._y2=this._y3=this._y4=this._y5=NaN,this._l01_a=this._l12_a=this._l23_a=this._l01_2a=this._l12_2a=this._l23_2a=this._point=0},lineEnd:function(){switch(this._point){case 1:this._context.moveTo(this._x3,this._y3),this._context.closePath();break;case 2:this._context.lineTo(this._x3,this._y3),this._context.closePath();break;case 3:this.point(this._x3,this._y3),this.point(this._x4,this._y4),this.point(this._x5,this._y5)}},point:function(t,e){if(t=+t,e=+e,this._point){var r=this._x2-t,i=this._y2-e;this._l23_a=Math.sqrt(this._l23_2a=Math.pow(r*r+i*i,this._alpha))}switch(this._point){case 0:this._point=1,this._x3=t,this._y3=e;break;case 1:this._point=2,this._context.moveTo(this._x4=t,this._y4=e);break;case 2:this._point=3,this._x5=t,this._y5=e;break;default:n.i(a.b)(this,t,e)}this._l01_a=this._l12_a,this._l12_a=this._l23_a,this._l01_2a=this._l12_2a,this._l12_2a=this._l23_2a,this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return e?new r(t,e):new i.b(t,0)}return n.alpha=function(e){return t(+e)},n}(.5)},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._alpha=e}var i=n(140),o=n(74);r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._l01_a=this._l12_a=this._l23_a=this._l01_2a=this._l12_2a=this._l23_2a=this._point=0},lineEnd:function(){(this._line||0!==this._line&&3===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){if(t=+t,e=+e,this._point){var r=this._x2-t,i=this._y2-e;this._l23_a=Math.sqrt(this._l23_2a=Math.pow(r*r+i*i,this._alpha))}switch(this._point){case 0:this._point=1;break;case 1:this._point=2;break;case 2:this._point=3,this._line?this._context.lineTo(this._x2,this._y2):this._context.moveTo(this._x2,this._y2);break;case 3:this._point=4;default:n.i(o.b)(this,t,e)}this._l01_a=this._l12_a,this._l12_a=this._l23_a,this._l01_2a=this._l12_2a,this._l12_2a=this._l23_2a,this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return e?new r(t,e):new i.b(t,0)}return n.alpha=function(e){return t(+e)},n}(.5)},function(t,e,n){\"use strict\";function r(t){this._context=t}var i=n(50);r.prototype={areaStart:i.a,areaEnd:i.a,lineStart:function(){this._point=0},lineEnd:function(){this._point&&this._context.closePath()},point:function(t,e){t=+t,e=+e,this._point?this._context.lineTo(t,e):(this._point=1,this._context.moveTo(t,e))}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";function r(t){return t<0?-1:1}function i(t,e,n){var i=t._x1-t._x0,o=e-t._x1,a=(t._y1-t._y0)/(i||o<0&&-0),u=(n-t._y1)/(o||i<0&&-0),c=(a*o+u*i)/(i+o);return(r(a)+r(u))*Math.min(Math.abs(a),Math.abs(u),.5*Math.abs(c))||0}function o(t,e){var n=t._x1-t._x0;return n?(3*(t._y1-t._y0)/n-e)/2:e}function a(t,e,n){var r=t._x0,i=t._y0,o=t._x1,a=t._y1,u=(o-r)/3;t._context.bezierCurveTo(r+u,i+u*e,o-u,a-u*n,o,a)}function u(t){this._context=t}function c(t){this._context=new s(t)}function s(t){this._context=t}function l(t){return new u(t)}function f(t){return new c(t)}e.a=l,e.b=f,u.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._y0=this._y1=this._t0=NaN,this._point=0},lineEnd:function(){switch(this._point){case 2:this._context.lineTo(this._x1,this._y1);break;case 3:a(this,this._t0,o(this,this._t0))}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){var n=NaN;if(t=+t,e=+e,t!==this._x1||e!==this._y1){switch(this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;break;case 2:this._point=3,a(this,o(this,n=i(this,t,e)),n);break;default:a(this,this._t0,n=i(this,t,e))}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e,this._t0=n}}},(c.prototype=Object.create(u.prototype)).point=function(t,e){u.prototype.point.call(this,e,t)},s.prototype={moveTo:function(t,e){this._context.moveTo(e,t)},closePath:function(){this._context.closePath()},lineTo:function(t,e){this._context.lineTo(e,t)},bezierCurveTo:function(t,e,n,r,i,o){this._context.bezierCurveTo(e,t,r,n,o,i)}}},function(t,e,n){\"use strict\";function r(t){this._context=t}function i(t){var e,n,r=t.length-1,i=new Array(r),o=new Array(r),a=new Array(r);for(i[0]=0,o[0]=2,a[0]=t[0]+2*t[1],e=1;e<r-1;++e)i[e]=1,o[e]=4,a[e]=4*t[e]+2*t[e+1];for(i[r-1]=2,o[r-1]=7,a[r-1]=8*t[r-1]+t[r],e=1;e<r;++e)n=i[e]/o[e-1],o[e]-=n,a[e]-=n*a[e-1];for(i[r-1]=a[r-1]/o[r-1],e=r-2;e>=0;--e)i[e]=(a[e]-i[e+1])/o[e];for(o[r-1]=(t[r]+i[r-1])/2,e=0;e<r-1;++e)o[e]=2*t[e+1]-i[e+1];return[i,o]}r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x=[],this._y=[]},lineEnd:function(){var t=this._x,e=this._y,n=t.length;if(n)if(this._line?this._context.lineTo(t[0],e[0]):this._context.moveTo(t[0],e[0]),2===n)this._context.lineTo(t[1],e[1]);else for(var r=i(t),o=i(e),a=0,u=1;u<n;++a,++u)this._context.bezierCurveTo(r[0][a],o[0][a],r[1][a],o[1][a],t[u],e[u]);(this._line||0!==this._line&&1===n)&&this._context.closePath(),this._line=1-this._line,this._x=this._y=null},point:function(t,e){this._x.push(+t),this._y.push(+e)}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._t=e}function i(t){return new r(t,0)}function o(t){return new r(t,1)}e.c=i,e.b=o,r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x=this._y=NaN,this._point=0},lineEnd:function(){0<this._t&&this._t<1&&2===this._point&&this._context.lineTo(this._x,this._y),(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line>=0&&(this._t=1-this._t,this._line=1-this._line)},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;default:if(this._t<=0)this._context.lineTo(this._x,e),this._context.lineTo(t,e);else{var n=this._x*(1-this._t)+t*this._t;this._context.lineTo(n,this._y),this._context.lineTo(n,e)}}this._x=t,this._y=e}},e.a=function(t){return new r(t,.5)}},function(t,e,n){\"use strict\";e.a=function(t,e){return e<t?-1:e>t?1:e>=t?0:NaN}},function(t,e,n){\"use strict\";e.a=function(t){return t}},function(t,e,n){\"use strict\";function r(t){return t.source}function i(t){return t.target}function o(t){function e(){var e,r=h.a.call(arguments),i=o.apply(this,r),l=a.apply(this,r);if(s||(s=e=n.i(p.a)()),t(s,+u.apply(this,(r[0]=i,r)),+c.apply(this,r),+u.apply(this,(r[0]=l,r)),+c.apply(this,r)),e)return s=null,e+\"\"||null}var o=r,a=i,u=v.a,c=v.b,s=null;return e.source=function(t){return arguments.length?(o=t,e):o},e.target=function(t){return arguments.length?(a=t,e):a},e.x=function(t){return arguments.length?(u=\"function\"==typeof t?t:n.i(d.a)(+t),e):u},e.y=function(t){return arguments.length?(c=\"function\"==typeof t?t:n.i(d.a)(+t),e):c},e.context=function(t){return arguments.length?(s=null==t?null:t,e):s},e}function a(t,e,n,r,i){t.moveTo(e,n),t.bezierCurveTo(e=(e+r)/2,n,e,i,r,i)}function u(t,e,n,r,i){t.moveTo(e,n),t.bezierCurveTo(e,n=(n+i)/2,r,n,r,i)}function c(t,e,r,i,o){var a=n.i(g.a)(e,r),u=n.i(g.a)(e,r=(r+o)/2),c=n.i(g.a)(i,r),s=n.i(g.a)(i,o);t.moveTo(a[0],a[1]),t.bezierCurveTo(u[0],u[1],c[0],c[1],s[0],s[1])}function s(){return o(a)}function l(){return o(u)}function f(){var t=o(c);return t.angle=t.x,delete t.x,t.radius=t.y,delete t.y,t}e.a=s,e.b=l,e.c=f;var p=n(32),h=n(138),d=n(17),v=n(77),g=n(143)},function(t,e,n){\"use strict\";e.a=function(t,e){if((u=t.length)>1)for(var n,r,i,o,a,u,c=0,s=t[e[0]].length;c<s;++c)for(o=a=0,n=0;n<u;++n)(i=(r=t[e[n]][c])[1]-r[0])>=0?(r[0]=o,r[1]=o+=i):i<0?(r[1]=a,r[0]=a+=i):r[0]=o}},function(t,e,n){\"use strict\";var r=n(36);e.a=function(t,e){if((o=t.length)>0){for(var i,o,a,u=0,c=t[0].length;u<c;++u){for(a=i=0;i<o;++i)a+=t[i][u][1]||0;if(a)for(i=0;i<o;++i)t[i][u][1]/=a}n.i(r.a)(t,e)}}},function(t,e,n){\"use strict\";var r=n(36);e.a=function(t,e){if((i=t.length)>0){for(var i,o=0,a=t[e[0]],u=a.length;o<u;++o){for(var c=0,s=0;c<i;++c)s+=t[c][o][1]||0;a[o][1]+=a[o][0]=-s/2}n.i(r.a)(t,e)}}},function(t,e,n){\"use strict\";var r=n(36);e.a=function(t,e){if((a=t.length)>0&&(o=(i=t[e[0]]).length)>0){for(var i,o,a,u=0,c=1;c<o;++c){for(var s=0,l=0,f=0;s<a;++s){for(var p=t[e[s]],h=p[c][1]||0,d=p[c-1][1]||0,v=(h-d)/2,g=0;g<s;++g){var m=t[e[g]];v+=(m[c][1]||0)-(m[c-1][1]||0)}l+=h,f+=v*h}i[c-1][1]+=i[c-1][0]=u,l&&(u-=f/l)}i[c-1][1]+=i[c-1][0]=u,n.i(r.a)(t,e)}}},function(t,e,n){\"use strict\";var r=n(76);e.a=function(t){return n.i(r.a)(t).reverse()}},function(t,e,n){\"use strict\";var r=n(37),i=n(76);e.a=function(t){var e,o,a=t.length,u=t.map(i.b),c=n.i(r.a)(t).sort(function(t,e){return u[e]-u[t]}),s=0,l=0,f=[],p=[];for(e=0;e<a;++e)o=c[e],s<l?(s+=u[o],f.push(o)):(l+=u[o],p.push(o));return p.reverse().concat(f)}},function(t,e,n){\"use strict\";var r=n(37);e.a=function(t){return n.i(r.a)(t).reverse()}},function(t,e,n){\"use strict\";var r=n(17),i=n(301),o=n(302),a=n(35);e.a=function(){function t(t){var n,r,i,o,p,h=t.length,d=0,v=new Array(h),g=new Array(h),m=+s.apply(this,arguments),y=Math.min(a.c,Math.max(-a.c,l.apply(this,arguments)-m)),_=Math.min(Math.abs(y)/h,f.apply(this,arguments)),b=_*(y<0?-1:1);for(n=0;n<h;++n)(p=g[v[n]=n]=+e(t[n],n,t))>0&&(d+=p);for(null!=u?v.sort(function(t,e){return u(g[t],g[e])}):null!=c&&v.sort(function(e,n){return c(t[e],t[n])}),n=0,i=d?(y-h*b)/d:0;n<h;++n,m=o)r=v[n],p=g[r],o=m+(p>0?p*i:0)+b,g[r]={data:t[r],index:n,value:p,startAngle:m,endAngle:o,padAngle:_};return g}var e=o.a,u=i.a,c=null,s=n.i(r.a)(0),l=n.i(r.a)(a.c),f=n.i(r.a)(0);return t.value=function(i){return arguments.length?(e=\"function\"==typeof i?i:n.i(r.a)(+i),t):e},t.sortValues=function(e){return arguments.length?(u=e,c=null,t):u},t.sort=function(e){return arguments.length?(c=e,u=null,t):c},t.startAngle=function(e){return arguments.length?(s=\"function\"==typeof e?e:n.i(r.a)(+e),t):s},t.endAngle=function(e){return arguments.length?(l=\"function\"==typeof e?e:n.i(r.a)(+e),t):l},t.padAngle=function(e){return arguments.length?(f=\"function\"==typeof e?e:n.i(r.a)(+e),t):f},t}},function(t,e,n){\"use strict\";function r(t,e){return t[e]}var i=n(138),o=n(17),a=n(36),u=n(37);e.a=function(){function t(t){var n,r,i=e.apply(this,arguments),o=t.length,a=i.length,u=new Array(a);for(n=0;n<a;++n){for(var f,p=i[n],h=u[n]=new Array(o),d=0;d<o;++d)h[d]=f=[0,+l(t[d],p,d,t)],f.data=t[d];h.key=p}for(n=0,r=c(u);n<a;++n)u[r[n]].index=n;return s(u,r),u}var e=n.i(o.a)([]),c=u.a,s=a.a,l=r;return t.keys=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(o.a)(i.a.call(r)),t):e},t.value=function(e){return arguments.length?(l=\"function\"==typeof e?e:n.i(o.a)(+e),t):l},t.order=function(e){return arguments.length?(c=null==e?u.a:\"function\"==typeof e?e:n.i(o.a)(i.a.call(e)),t):c},t.offset=function(e){return arguments.length?(s=null==e?a.a:e,t):s},t}},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return p});var r=n(32),i=n(144),o=n(145),a=n(146),u=n(148),c=n(147),s=n(149),l=n(150),f=n(17),p=[i.a,o.a,a.a,c.a,u.a,s.a,l.a];e.a=function(){function t(){var t;if(a||(a=t=n.i(r.a)()),e.apply(this,arguments).draw(a,+o.apply(this,arguments)),t)return a=null,t+\"\"||null}var e=n.i(f.a)(i.a),o=n.i(f.a)(64),a=null;return t.type=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(f.a)(r),t):e},t.size=function(e){return arguments.length?(o=\"function\"==typeof e?e:n.i(f.a)(+e),t):o},t.context=function(e){return arguments.length?(a=null==e?null:e,t):a},t}},function(t,e,n){\"use strict\";function r(t){var e=new Date(t);return isNaN(e)?null:e}var i=n(151),o=n(79),a=+new Date(\"2000-01-01T00:00:00.000Z\")?r:n.i(o.e)(i.b);e.a=a},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setHours(0,0,0,0)},function(t,e){t.setDate(t.getDate()+e)},function(t,e){return(e-t-(e.getTimezoneOffset()-t.getTimezoneOffset())*i.d)/i.b},function(t){return t.getDate()-1});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){var e=t.getTimezoneOffset()*i.d%i.c;e<0&&(e+=i.c),t.setTime(Math.floor((+t-e)/i.c)*i.c+e)},function(t,e){t.setTime(+t+e*i.c)},function(t,e){return(e-t)/i.c},function(t){return t.getHours()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(){},function(t,e){t.setTime(+t+e)},function(t,e){return e-t});i.every=function(t){return t=Math.floor(t),isFinite(t)&&t>0?t>1?n.i(r.a)(function(e){e.setTime(Math.floor(e/t)*t)},function(e,n){e.setTime(+e+n*t)},function(e,n){return(n-e)/t}):i:null},e.a=i;i.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setTime(Math.floor(t/i.d)*i.d)},function(t,e){t.setTime(+t+e*i.d)},function(t,e){return(e-t)/i.d},function(t){return t.getMinutes()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(t){t.setDate(1),t.setHours(0,0,0,0)},function(t,e){t.setMonth(t.getMonth()+e)},function(t,e){return e.getMonth()-t.getMonth()+12*(e.getFullYear()-t.getFullYear())},function(t){return t.getMonth()});e.a=i;i.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setTime(Math.floor(t/i.e)*i.e)},function(t,e){t.setTime(+t+e*i.e)},function(t,e){return(e-t)/i.e},function(t){return t.getUTCSeconds()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setUTCHours(0,0,0,0)},function(t,e){t.setUTCDate(t.getUTCDate()+e)},function(t,e){return(e-t)/i.b},function(t){return t.getUTCDate()-1});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setUTCMinutes(0,0,0)},function(t,e){t.setTime(+t+e*i.c)},function(t,e){return(e-t)/i.c},function(t){return t.getUTCHours()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setUTCSeconds(0,0)},function(t,e){t.setTime(+t+e*i.d)},function(t,e){return(e-t)/i.d},function(t){return t.getUTCMinutes()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(t){t.setUTCDate(1),t.setUTCHours(0,0,0,0)},function(t,e){t.setUTCMonth(t.getUTCMonth()+e)},function(t,e){return e.getUTCMonth()-t.getUTCMonth()+12*(e.getUTCFullYear()-t.getUTCFullYear())},function(t){return t.getUTCMonth()});e.a=i;i.range},function(t,e,n){\"use strict\";function r(t){return n.i(i.a)(function(e){e.setUTCDate(e.getUTCDate()-(e.getUTCDay()+7-t)%7),e.setUTCHours(0,0,0,0)},function(t,e){t.setUTCDate(t.getUTCDate()+7*e)},function(t,e){return(e-t)/o.a})}n.d(e,\"a\",function(){return a}),n.d(e,\"b\",function(){return u}),n.d(e,\"c\",function(){return l});var i=n(5),o=n(13),a=r(0),u=r(1),c=r(2),s=r(3),l=r(4),f=r(5),p=r(6);a.range,u.range,c.range,s.range,l.range,f.range,p.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(t){t.setUTCMonth(0,1),t.setUTCHours(0,0,0,0)},function(t,e){t.setUTCFullYear(t.getUTCFullYear()+e)},function(t,e){return e.getUTCFullYear()-t.getUTCFullYear()},function(t){return t.getUTCFullYear()});i.every=function(t){return isFinite(t=Math.floor(t))&&t>0?n.i(r.a)(function(e){e.setUTCFullYear(Math.floor(e.getUTCFullYear()/t)*t),e.setUTCMonth(0,1),e.setUTCHours(0,0,0,0)},function(e,n){e.setUTCFullYear(e.getUTCFullYear()+n*t)}):null},e.a=i;i.range},function(t,e,n){\"use strict\";function r(t){return n.i(i.a)(function(e){e.setDate(e.getDate()-(e.getDay()+7-t)%7),e.setHours(0,0,0,0)},function(t,e){t.setDate(t.getDate()+7*e)},function(t,e){return(e-t-(e.getTimezoneOffset()-t.getTimezoneOffset())*o.d)/o.a})}n.d(e,\"a\",function(){return a}),n.d(e,\"b\",function(){return u}),n.d(e,\"c\",function(){return l});var i=n(5),o=n(13),a=r(0),u=r(1),c=r(2),s=r(3),l=r(4),f=r(5),p=r(6);a.range,u.range,c.range,s.range,l.range,f.range,p.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(t){t.setMonth(0,1),t.setHours(0,0,0,0)},function(t,e){t.setFullYear(t.getFullYear()+e)},function(t,e){return e.getFullYear()-t.getFullYear()},function(t){return t.getFullYear()});i.every=function(t){return isFinite(t=Math.floor(t))&&t>0?n.i(r.a)(function(e){e.setFullYear(Math.floor(e.getFullYear()/t)*t),e.setMonth(0,1),e.setHours(0,0,0,0)},function(e,n){e.setFullYear(e.getFullYear()+n*t)}):null},e.a=i;i.range},function(t,e,n){\"use strict\";function r(t){return t.replace(i,function(t,e){return e.toUpperCase()})}var i=/-(.)/g;t.exports=r},function(t,e,n){\"use strict\";function r(t){return i(t.replace(o,\"ms-\"))}var i=n(329),o=/^-ms-/;t.exports=r},function(t,e,n){\"use strict\";function r(t,e){return!(!t||!e)&&(t===e||!i(t)&&(i(e)?r(t,e.parentNode):\"contains\"in t?t.contains(e):!!t.compareDocumentPosition&&!!(16&t.compareDocumentPosition(e))))}var i=n(339);t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=t.length;if((Array.isArray(t)||\"object\"!=typeof t&&\"function\"!=typeof t)&&a(!1),\"number\"!=typeof e&&a(!1),0===e||e-1 in t||a(!1),\"function\"==typeof t.callee&&a(!1),t.hasOwnProperty)try{return Array.prototype.slice.call(t)}catch(t){}for(var n=Array(e),r=0;r<e;r++)n[r]=t[r];return n}function i(t){return!!t&&(\"object\"==typeof t||\"function\"==typeof t)&&\"length\"in t&&!(\"setInterval\"in t)&&\"number\"!=typeof t.nodeType&&(Array.isArray(t)||\"callee\"in t||\"item\"in t)}function o(t){return i(t)?Array.isArray(t)?t.slice():r(t):[t]}var a=n(0);t.exports=o},function(t,e,n){\"use strict\";function r(t){var e=t.match(l);return e&&e[1].toLowerCase()}function i(t,e){var n=s;s||c(!1);var i=r(t),o=i&&u(i);if(o){n.innerHTML=o[1]+t+o[2];for(var l=o[0];l--;)n=n.lastChild}else n.innerHTML=t;var f=n.getElementsByTagName(\"script\");f.length&&(e||c(!1),a(f).forEach(e));for(var p=Array.from(n.childNodes);n.lastChild;)n.removeChild(n.lastChild);return p}var o=n(6),a=n(332),u=n(334),c=n(0),s=o.canUseDOM?document.createElement(\"div\"):null,l=/^\\s*<(\\w+)/;t.exports=i},function(t,e,n){\"use strict\";function r(t){return a||o(!1),p.hasOwnProperty(t)||(t=\"*\"),u.hasOwnProperty(t)||(a.innerHTML=\"*\"===t?\"<link />\":\"<\"+t+\"></\"+t+\">\",u[t]=!a.firstChild),u[t]?p[t]:null}var i=n(6),o=n(0),a=i.canUseDOM?document.createElement(\"div\"):null,u={},c=[1,'<select multiple=\"true\">',\"</select>\"],s=[1,\"<table>\",\"</table>\"],l=[3,\"<table><tbody><tr>\",\"</tr></tbody></table>\"],f=[1,'<svg xmlns=\"http://www.w3.org/2000/svg\">',\"</svg>\"],p={\"*\":[1,\"?<div>\",\"</div>\"],area:[1,\"<map>\",\"</map>\"],col:[2,\"<table><tbody></tbody><colgroup>\",\"</colgroup></table>\"],legend:[1,\"<fieldset>\",\"</fieldset>\"],param:[1,\"<object>\",\"</object>\"],tr:[2,\"<table><tbody>\",\"</tbody></table>\"],optgroup:c,option:c,caption:s,colgroup:s,tbody:s,tfoot:s,thead:s,td:l,th:l};[\"circle\",\"clipPath\",\"defs\",\"ellipse\",\"g\",\"image\",\"line\",\"linearGradient\",\"mask\",\"path\",\"pattern\",\"polygon\",\"polyline\",\"radialGradient\",\"rect\",\"stop\",\"text\",\"tspan\"].forEach(function(t){p[t]=f,u[t]=!0}),t.exports=r},function(t,e,n){\"use strict\";function r(t){return t.Window&&t instanceof t.Window?{x:t.pageXOffset||t.document.documentElement.scrollLeft,y:t.pageYOffset||t.document.documentElement.scrollTop}:{x:t.scrollLeft,y:t.scrollTop}}t.exports=r},function(t,e,n){\"use strict\";function r(t){return t.replace(i,\"-$1\").toLowerCase()}var i=/([A-Z])/g;t.exports=r},function(t,e,n){\"use strict\";function r(t){return i(t).replace(o,\"-ms-\")}var i=n(336),o=/^ms-/;t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=t?t.ownerDocument||t:document,n=e.defaultView||window;return!(!t||!(\"function\"==typeof n.Node?t instanceof n.Node:\"object\"==typeof t&&\"number\"==typeof t.nodeType&&\"string\"==typeof t.nodeName))}t.exports=r},function(t,e,n){\"use strict\";function r(t){return i(t)&&3==t.nodeType}var i=n(338);t.exports=r},function(t,e,n){\"use strict\";var r=function(t){var e;for(e in t)if(t.hasOwnProperty(e))return e;return null};t.exports=r},function(t,e,n){\"use strict\";function r(t){var e={};return function(n){return e.hasOwnProperty(n)||(e[n]=t.call(this,n)),e[n]}}t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r,i){}t.exports=r},function(t,e,n){\"use strict\";function r(){return null}var i=n(3),o=n(344),a=n(342),u=function(){};t.exports=function(t,e){function n(t){var e=t&&(E&&t[E]||t[M]);if(\"function\"==typeof e)return e}function c(t,e){return t===e?0!==t||1/t==1/e:t!==t&&e!==e}function s(t){this.message=t,this.stack=\"\"}function l(t){function n(n,r,i,a,u,c,l){if(a=a||T,c=c||i,l!==o){if(e){var f=new Error(\"Calling PropTypes validators directly is not supported by the `prop-types` package. Use `PropTypes.checkPropTypes()` to call them. Read more at http://fb.me/use-check-prop-types\");throw f.name=\"Invariant Violation\",f}}return null==r[i]?n?new s(null===r[i]?\"The \"+u+\" `\"+c+\"` is marked as required in `\"+a+\"`, but its value is `null`.\":\"The \"+u+\" `\"+c+\"` is marked as required in `\"+a+\"`, but its value is `undefined`.\"):null:t(r,i,a,u,c)}var r=n.bind(null,!1);return r.isRequired=n.bind(null,!0),r}function f(t){function e(e,n,r,i,o,a){var u=e[n];if(x(u)!==t)return new s(\"Invalid \"+i+\" `\"+o+\"` of type `\"+w(u)+\"` supplied to `\"+r+\"`, expected `\"+t+\"`.\");return null}return l(e)}function p(t){function e(e,n,r,i,a){if(\"function\"!=typeof t)return new s(\"Property `\"+a+\"` of component `\"+r+\"` has invalid PropType notation inside arrayOf.\");var u=e[n];if(!Array.isArray(u)){return new s(\"Invalid \"+i+\" `\"+a+\"` of type `\"+x(u)+\"` supplied to `\"+r+\"`, expected an array.\")}for(var c=0;c<u.length;c++){var l=t(u,c,r,i,a+\"[\"+c+\"]\",o);if(l instanceof Error)return l}return null}return l(e)}function h(t){function e(e,n,r,i,o){if(!(e[n]instanceof t)){var a=t.name||T;return new s(\"Invalid \"+i+\" `\"+o+\"` of type `\"+k(e[n])+\"` supplied to `\"+r+\"`, expected instance of `\"+a+\"`.\")}return null}return l(e)}function d(t){function e(e,n,r,i,o){for(var a=e[n],u=0;u<t.length;u++)if(c(a,t[u]))return null;return new s(\"Invalid \"+i+\" `\"+o+\"` of value `\"+a+\"` supplied to `\"+r+\"`, expected one of \"+JSON.stringify(t)+\".\")}return Array.isArray(t)?l(e):r}function v(t){function e(e,n,r,i,a){if(\"function\"!=typeof t)return new s(\"Property `\"+a+\"` of component `\"+r+\"` has invalid PropType notation inside objectOf.\");var u=e[n],c=x(u);if(\"object\"!==c)return new s(\"Invalid \"+i+\" `\"+a+\"` of type `\"+c+\"` supplied to `\"+r+\"`, expected an object.\");for(var l in u)if(u.hasOwnProperty(l)){var f=t(u,l,r,i,a+\".\"+l,o);if(f instanceof Error)return f}return null}return l(e)}function g(t){function e(e,n,r,i,a){for(var u=0;u<t.length;u++){if(null==(0,t[u])(e,n,r,i,a,o))return null}return new s(\"Invalid \"+i+\" `\"+a+\"` supplied to `\"+r+\"`.\")}if(!Array.isArray(t))return r;for(var n=0;n<t.length;n++){var i=t[n];if(\"function\"!=typeof i)return u(\"Invalid argument supplied to oneOfType. Expected an array of check functions, but received \"+C(i)+\" at index \"+n+\".\"),r}return l(e)}function m(t){function e(e,n,r,i,a){var u=e[n],c=x(u);if(\"object\"!==c)return new s(\"Invalid \"+i+\" `\"+a+\"` of type `\"+c+\"` supplied to `\"+r+\"`, expected `object`.\");for(var l in t){var f=t[l];if(f){var p=f(u,l,r,i,a+\".\"+l,o);if(p)return p}}return null}return l(e)}function y(t){function e(e,n,r,a,u){var c=e[n],l=x(c);if(\"object\"!==l)return new s(\"Invalid \"+a+\" `\"+u+\"` of type `\"+l+\"` supplied to `\"+r+\"`, expected `object`.\");var f=i({},e[n],t);for(var p in f){var h=t[p];if(!h)return new s(\"Invalid \"+a+\" `\"+u+\"` key `\"+p+\"` supplied to `\"+r+\"`.\\nBad object: \"+JSON.stringify(e[n],null,\"  \")+\"\\nValid keys: \"+JSON.stringify(Object.keys(t),null,\"  \"));var d=h(c,p,r,a,u+\".\"+p,o);if(d)return d}return null}return l(e)}function _(e){switch(typeof e){case\"number\":case\"string\":case\"undefined\":return!0;case\"boolean\":return!e;case\"object\":if(Array.isArray(e))return e.every(_);if(null===e||t(e))return!0;var r=n(e);if(!r)return!1;var i,o=r.call(e);if(r!==e.entries){for(;!(i=o.next()).done;)if(!_(i.value))return!1}else for(;!(i=o.next()).done;){var a=i.value;if(a&&!_(a[1]))return!1}return!0;default:return!1}}function b(t,e){return\"symbol\"===t||(\"Symbol\"===e[\"@@toStringTag\"]||\"function\"==typeof Symbol&&e instanceof Symbol)}function x(t){var e=typeof t;return Array.isArray(t)?\"array\":t instanceof RegExp?\"object\":b(e,t)?\"symbol\":e}function w(t){if(void 0===t||null===t)return\"\"+t;var e=x(t);if(\"object\"===e){if(t instanceof Date)return\"date\";if(t instanceof RegExp)return\"regexp\"}return e}function C(t){var e=w(t);switch(e){case\"array\":case\"object\":return\"an \"+e;case\"boolean\":case\"date\":case\"regexp\":return\"a \"+e;default:return e}}function k(t){return t.constructor&&t.constructor.name?t.constructor.name:T}var E=\"function\"==typeof Symbol&&Symbol.iterator,M=\"@@iterator\",T=\"<<anonymous>>\",S={array:f(\"array\"),bool:f(\"boolean\"),func:f(\"function\"),number:f(\"number\"),object:f(\"object\"),string:f(\"string\"),symbol:f(\"symbol\"),any:function(){return l(r)}(),arrayOf:p,element:function(){function e(e,n,r,i,o){var a=e[n];if(!t(a)){return new s(\"Invalid \"+i+\" `\"+o+\"` of type `\"+x(a)+\"` supplied to `\"+r+\"`, expected a single ReactElement.\")}return null}return l(e)}(),instanceOf:h,node:function(){function t(t,e,n,r,i){return _(t[e])?null:new s(\"Invalid \"+r+\" `\"+i+\"` supplied to `\"+n+\"`, expected a ReactNode.\")}return l(t)}(),objectOf:v,oneOf:d,oneOfType:g,shape:m,exact:y};return s.prototype=Error.prototype,S.checkPropTypes=a,S.PropTypes=S,S}},function(t,e,n){\"use strict\";t.exports=\"SECRET_DO_NOT_PASS_THIS_OR_YOU_WILL_BE_FIRED\"},function(t,e,n){\"use strict\";var r={Properties:{\"aria-current\":0,\"aria-details\":0,\"aria-disabled\":0,\"aria-hidden\":0,\"aria-invalid\":0,\"aria-keyshortcuts\":0,\"aria-label\":0,\"aria-roledescription\":0,\"aria-autocomplete\":0,\"aria-checked\":0,\"aria-expanded\":0,\"aria-haspopup\":0,\"aria-level\":0,\"aria-modal\":0,\"aria-multiline\":0,\"aria-multiselectable\":0,\"aria-orientation\":0,\"aria-placeholder\":0,\"aria-pressed\":0,\"aria-readonly\":0,\"aria-required\":0,\"aria-selected\":0,\"aria-sort\":0,\"aria-valuemax\":0,\"aria-valuemin\":0,\"aria-valuenow\":0,\"aria-valuetext\":0,\"aria-atomic\":0,\"aria-busy\":0,\"aria-live\":0,\"aria-relevant\":0,\"aria-dropeffect\":0,\"aria-grabbed\":0,\"aria-activedescendant\":0,\"aria-colcount\":0,\"aria-colindex\":0,\"aria-colspan\":0,\"aria-controls\":0,\"aria-describedby\":0,\"aria-errormessage\":0,\"aria-flowto\":0,\"aria-labelledby\":0,\"aria-owns\":0,\"aria-posinset\":0,\"aria-rowcount\":0,\"aria-rowindex\":0,\"aria-rowspan\":0,\"aria-setsize\":0},DOMAttributeNames:{},DOMPropertyNames:{}};t.exports=r},function(t,e,n){\"use strict\";var r=n(4),i=n(154),o={focusDOMComponent:function(){i(r.getNodeFromInstance(this))}};t.exports=o},function(t,e,n){\"use strict\";function r(t){return(t.ctrlKey||t.altKey||t.metaKey)&&!(t.ctrlKey&&t.altKey)}function i(t){switch(t){case\"topCompositionStart\":return E.compositionStart;case\"topCompositionEnd\":return E.compositionEnd;case\"topCompositionUpdate\":return E.compositionUpdate}}function o(t,e){return\"topKeyDown\"===t&&e.keyCode===y}function a(t,e){switch(t){case\"topKeyUp\":return-1!==m.indexOf(e.keyCode);case\"topKeyDown\":return e.keyCode!==y;case\"topKeyPress\":case\"topMouseDown\":case\"topBlur\":return!0;default:return!1}}function u(t){var e=t.detail;return\"object\"==typeof e&&\"data\"in e?e.data:null}function c(t,e,n,r){var c,s;if(_?c=i(t):T?a(t,n)&&(c=E.compositionEnd):o(t,n)&&(c=E.compositionStart),!c)return null;w&&(T||c!==E.compositionStart?c===E.compositionEnd&&T&&(s=T.getData()):T=d.getPooled(r));var l=v.getPooled(c,e,n,r);if(s)l.data=s;else{var f=u(n);null!==f&&(l.data=f)}return p.accumulateTwoPhaseDispatches(l),l}function s(t,e){switch(t){case\"topCompositionEnd\":return u(e);case\"topKeyPress\":return e.which!==C?null:(M=!0,k);case\"topTextInput\":var n=e.data;return n===k&&M?null:n;default:return null}}function l(t,e){if(T){if(\"topCompositionEnd\"===t||!_&&a(t,e)){var n=T.getData();return d.release(T),T=null,n}return null}switch(t){case\"topPaste\":return null;case\"topKeyPress\":return e.which&&!r(e)?String.fromCharCode(e.which):null;case\"topCompositionEnd\":return w?null:e.data;default:return null}}function f(t,e,n,r){var i;if(!(i=x?s(t,n):l(t,n)))return null;var o=g.getPooled(E.beforeInput,e,n,r);return o.data=i,p.accumulateTwoPhaseDispatches(o),o}var p=n(23),h=n(6),d=n(354),v=n(391),g=n(394),m=[9,13,27,32],y=229,_=h.canUseDOM&&\"CompositionEvent\"in window,b=null;h.canUseDOM&&\"documentMode\"in document&&(b=document.documentMode);var x=h.canUseDOM&&\"TextEvent\"in window&&!b&&!function(){var t=window.opera;return\"object\"==typeof t&&\"function\"==typeof t.version&&parseInt(t.version(),10)<=12}(),w=h.canUseDOM&&(!_||b&&b>8&&b<=11),C=32,k=String.fromCharCode(C),E={beforeInput:{phasedRegistrationNames:{bubbled:\"onBeforeInput\",captured:\"onBeforeInputCapture\"},dependencies:[\"topCompositionEnd\",\"topKeyPress\",\"topTextInput\",\"topPaste\"]},compositionEnd:{phasedRegistrationNames:{bubbled:\"onCompositionEnd\",captured:\"onCompositionEndCapture\"},dependencies:[\"topBlur\",\"topCompositionEnd\",\"topKeyDown\",\"topKeyPress\",\"topKeyUp\",\"topMouseDown\"]},compositionStart:{phasedRegistrationNames:{bubbled:\"onCompositionStart\",captured:\"onCompositionStartCapture\"},dependencies:[\"topBlur\",\"topCompositionStart\",\"topKeyDown\",\"topKeyPress\",\"topKeyUp\",\"topMouseDown\"]},compositionUpdate:{phasedRegistrationNames:{bubbled:\"onCompositionUpdate\",captured:\"onCompositionUpdateCapture\"},dependencies:[\"topBlur\",\"topCompositionUpdate\",\"topKeyDown\",\"topKeyPress\",\"topKeyUp\",\"topMouseDown\"]}},M=!1,T=null,S={eventTypes:E,extractEvents:function(t,e,n,r){return[c(t,e,n,r),f(t,e,n,r)]}};t.exports=S},function(t,e,n){\"use strict\";var r=n(158),i=n(6),o=(n(9),n(330),n(400)),a=n(337),u=n(341),c=(n(2),u(function(t){return a(t)})),s=!1,l=\"cssFloat\";if(i.canUseDOM){var f=document.createElement(\"div\").style;try{f.font=\"\"}catch(t){s=!0}void 0===document.documentElement.style.cssFloat&&(l=\"styleFloat\")}var p={createMarkupForStyles:function(t,e){var n=\"\";for(var r in t)if(t.hasOwnProperty(r)){var i=0===r.indexOf(\"--\"),a=t[r];null!=a&&(n+=c(r)+\":\",n+=o(r,a,e,i)+\";\")}return n||null},setValueForStyles:function(t,e,n){var i=t.style;for(var a in e)if(e.hasOwnProperty(a)){var u=0===a.indexOf(\"--\"),c=o(a,e[a],n,u);if(\"float\"!==a&&\"cssFloat\"!==a||(a=l),u)i.setProperty(a,c);else if(c)i[a]=c;else{var f=s&&r.shorthandPropertyExpansions[a];if(f)for(var p in f)i[p]=\"\";else i[a]=\"\"}}}};t.exports=p},function(t,e,n){\"use strict\";function r(t,e,n){var r=M.getPooled(P.change,t,e,n);return r.type=\"change\",w.accumulateTwoPhaseDispatches(r),r}function i(t){var e=t.nodeName&&t.nodeName.toLowerCase();return\"select\"===e||\"input\"===e&&\"file\"===t.type}function o(t){var e=r(I,t,S(t));E.batchedUpdates(a,e)}function a(t){x.enqueueEvents(t),x.processEventQueue(!1)}function u(t,e){O=t,I=e,O.attachEvent(\"onchange\",o)}function c(){O&&(O.detachEvent(\"onchange\",o),O=null,I=null)}function s(t,e){var n=T.updateValueIfChanged(t),r=!0===e.simulated&&L._allowSimulatedPassThrough;if(n||r)return t}function l(t,e){if(\"topChange\"===t)return e}function f(t,e,n){\"topFocus\"===t?(c(),u(e,n)):\"topBlur\"===t&&c()}function p(t,e){O=t,I=e,O.attachEvent(\"onpropertychange\",d)}function h(){O&&(O.detachEvent(\"onpropertychange\",d),O=null,I=null)}function d(t){\"value\"===t.propertyName&&s(I,t)&&o(t)}function v(t,e,n){\"topFocus\"===t?(h(),p(e,n)):\"topBlur\"===t&&h()}function g(t,e,n){if(\"topSelectionChange\"===t||\"topKeyUp\"===t||\"topKeyDown\"===t)return s(I,n)}function m(t){var e=t.nodeName;return e&&\"input\"===e.toLowerCase()&&(\"checkbox\"===t.type||\"radio\"===t.type)}function y(t,e,n){if(\"topClick\"===t)return s(e,n)}function _(t,e,n){if(\"topInput\"===t||\"topChange\"===t)return s(e,n)}function b(t,e){if(null!=t){var n=t._wrapperState||e._wrapperState;if(n&&n.controlled&&\"number\"===e.type){var r=\"\"+e.value;e.getAttribute(\"value\")!==r&&e.setAttribute(\"value\",r)}}}var x=n(22),w=n(23),C=n(6),k=n(4),E=n(12),M=n(14),T=n(173),S=n(94),N=n(95),A=n(175),P={change:{phasedRegistrationNames:{bubbled:\"onChange\",captured:\"onChangeCapture\"},dependencies:[\"topBlur\",\"topChange\",\"topClick\",\"topFocus\",\"topInput\",\"topKeyDown\",\"topKeyUp\",\"topSelectionChange\"]}},O=null,I=null,D=!1;C.canUseDOM&&(D=N(\"change\")&&(!document.documentMode||document.documentMode>8));var R=!1;C.canUseDOM&&(R=N(\"input\")&&(!document.documentMode||document.documentMode>9));var L={eventTypes:P,_allowSimulatedPassThrough:!0,_isInputEventSupported:R,extractEvents:function(t,e,n,o){var a,u,c=e?k.getNodeFromInstance(e):window;if(i(c)?D?a=l:u=f:A(c)?R?a=_:(a=g,u=v):m(c)&&(a=y),a){var s=a(t,e,n);if(s){return r(s,n,o)}}u&&u(t,c,e),\"topBlur\"===t&&b(e,c)}};t.exports=L},function(t,e,n){\"use strict\";var r=n(1),i=n(20),o=n(6),a=n(333),u=n(11),c=(n(0),{dangerouslyReplaceNodeWithMarkup:function(t,e){if(o.canUseDOM||r(\"56\"),e||r(\"57\"),\"HTML\"===t.nodeName&&r(\"58\"),\"string\"==typeof e){var n=a(e,u)[0];t.parentNode.replaceChild(n,t)}else i.replaceChildWithTree(t,e)}});t.exports=c},function(t,e,n){\"use strict\";var r=[\"ResponderEventPlugin\",\"SimpleEventPlugin\",\"TapEventPlugin\",\"EnterLeaveEventPlugin\",\"ChangeEventPlugin\",\"SelectEventPlugin\",\"BeforeInputEventPlugin\"];t.exports=r},function(t,e,n){\"use strict\";var r=n(23),i=n(4),o=n(54),a={mouseEnter:{registrationName:\"onMouseEnter\",dependencies:[\"topMouseOut\",\"topMouseOver\"]},mouseLeave:{registrationName:\"onMouseLeave\",dependencies:[\"topMouseOut\",\"topMouseOver\"]}},u={eventTypes:a,extractEvents:function(t,e,n,u){if(\"topMouseOver\"===t&&(n.relatedTarget||n.fromElement))return null;if(\"topMouseOut\"!==t&&\"topMouseOver\"!==t)return null;var c;if(u.window===u)c=u;else{var s=u.ownerDocument;c=s?s.defaultView||s.parentWindow:window}var l,f;if(\"topMouseOut\"===t){l=e;var p=n.relatedTarget||n.toElement;f=p?i.getClosestInstanceFromNode(p):null}else l=null,f=e;if(l===f)return null;var h=null==l?c:i.getNodeFromInstance(l),d=null==f?c:i.getNodeFromInstance(f),v=o.getPooled(a.mouseLeave,l,n,u);v.type=\"mouseleave\",v.target=h,v.relatedTarget=d;var g=o.getPooled(a.mouseEnter,f,n,u);return g.type=\"mouseenter\",g.target=d,g.relatedTarget=h,r.accumulateEnterLeaveDispatches(v,g,l,f),[v,g]}};t.exports=u},function(t,e,n){\"use strict\";var r={topAbort:null,topAnimationEnd:null,topAnimationIteration:null,topAnimationStart:null,topBlur:null,topCanPlay:null,topCanPlayThrough:null,topChange:null,topClick:null,topCompositionEnd:null,topCompositionStart:null,topCompositionUpdate:null,topContextMenu:null,topCopy:null,topCut:null,topDoubleClick:null,topDrag:null,topDragEnd:null,topDragEnter:null,topDragExit:null,topDragLeave:null,topDragOver:null,topDragStart:null,topDrop:null,topDurationChange:null,topEmptied:null,topEncrypted:null,topEnded:null,topError:null,topFocus:null,topInput:null,topInvalid:null,topKeyDown:null,topKeyPress:null,topKeyUp:null,topLoad:null,topLoadedData:null,topLoadedMetadata:null,topLoadStart:null,topMouseDown:null,topMouseMove:null,topMouseOut:null,topMouseOver:null,topMouseUp:null,topPaste:null,topPause:null,topPlay:null,topPlaying:null,topProgress:null,topRateChange:null,topReset:null,topScroll:null,topSeeked:null,topSeeking:null,topSelectionChange:null,topStalled:null,topSubmit:null,topSuspend:null,topTextInput:null,topTimeUpdate:null,topTouchCancel:null,topTouchEnd:null,topTouchMove:null,topTouchStart:null,topTransitionEnd:null,topVolumeChange:null,topWaiting:null,topWheel:null},i={topLevelTypes:r};t.exports=i},function(t,e,n){\"use strict\";function r(t){this._root=t,this._startText=this.getText(),this._fallbackText=null}var i=n(3),o=n(18),a=n(172);i(r.prototype,{destructor:function(){this._root=null,this._startText=null,this._fallbackText=null},getText:function(){return\"value\"in this._root?this._root.value:this._root[a()]},getData:function(){if(this._fallbackText)return this._fallbackText;var t,e,n=this._startText,r=n.length,i=this.getText(),o=i.length;for(t=0;t<r&&n[t]===i[t];t++);var a=r-t;for(e=1;e<=a&&n[r-e]===i[o-e];e++);var u=e>1?1-e:void 0;return this._fallbackText=i.slice(t,u),this._fallbackText}}),o.addPoolingTo(r),t.exports=r},function(t,e,n){\"use strict\";var r=n(21),i=r.injection.MUST_USE_PROPERTY,o=r.injection.HAS_BOOLEAN_VALUE,a=r.injection.HAS_NUMERIC_VALUE,u=r.injection.HAS_POSITIVE_NUMERIC_VALUE,c=r.injection.HAS_OVERLOADED_BOOLEAN_VALUE,s={isCustomAttribute:RegExp.prototype.test.bind(new RegExp(\"^(data|aria)-[\"+r.ATTRIBUTE_NAME_CHAR+\"]*$\")),Properties:{accept:0,acceptCharset:0,accessKey:0,action:0,allowFullScreen:o,allowTransparency:0,alt:0,as:0,async:o,autoComplete:0,autoPlay:o,capture:o,cellPadding:0,cellSpacing:0,charSet:0,challenge:0,checked:i|o,cite:0,classID:0,className:0,cols:u,colSpan:0,content:0,contentEditable:0,contextMenu:0,controls:o,controlsList:0,coords:0,crossOrigin:0,data:0,dateTime:0,default:o,defer:o,dir:0,disabled:o,download:c,draggable:0,encType:0,form:0,formAction:0,formEncType:0,formMethod:0,formNoValidate:o,formTarget:0,frameBorder:0,headers:0,height:0,hidden:o,high:0,href:0,hrefLang:0,htmlFor:0,httpEquiv:0,icon:0,id:0,inputMode:0,integrity:0,is:0,keyParams:0,keyType:0,kind:0,label:0,lang:0,list:0,loop:o,low:0,manifest:0,marginHeight:0,marginWidth:0,max:0,maxLength:0,media:0,mediaGroup:0,method:0,min:0,minLength:0,multiple:i|o,muted:i|o,name:0,nonce:0,noValidate:o,open:o,optimum:0,pattern:0,placeholder:0,playsInline:o,poster:0,preload:0,profile:0,radioGroup:0,readOnly:o,referrerPolicy:0,rel:0,required:o,reversed:o,role:0,rows:u,rowSpan:a,sandbox:0,scope:0,scoped:o,scrolling:0,seamless:o,selected:i|o,shape:0,size:u,sizes:0,span:u,spellCheck:0,src:0,srcDoc:0,srcLang:0,srcSet:0,start:a,step:0,style:0,summary:0,tabIndex:0,target:0,title:0,type:0,useMap:0,value:0,width:0,wmode:0,wrap:0,about:0,datatype:0,inlist:0,prefix:0,property:0,resource:0,typeof:0,vocab:0,autoCapitalize:0,autoCorrect:0,autoSave:0,color:0,itemProp:0,itemScope:o,itemType:0,itemID:0,itemRef:0,results:0,security:0,unselectable:0},DOMAttributeNames:{acceptCharset:\"accept-charset\",className:\"class\",htmlFor:\"for\",httpEquiv:\"http-equiv\"},DOMPropertyNames:{},DOMMutationMethods:{value:function(t,e){if(null==e)return t.removeAttribute(\"value\");\"number\"!==t.type||!1===t.hasAttribute(\"value\")?t.setAttribute(\"value\",\"\"+e):t.validity&&!t.validity.badInput&&t.ownerDocument.activeElement!==t&&t.setAttribute(\"value\",\"\"+e)}}};t.exports=s},function(t,e,n){\"use strict\";(function(e){function r(t,e,n,r){var i=void 0===t[n];null!=e&&i&&(t[n]=o(e,!0))}var i=n(24),o=n(174),a=(n(85),n(96)),u=n(177);n(2);void 0!==e&&e.env;var c={instantiateChildren:function(t,e,n,i){if(null==t)return null;var o={};return u(t,r,o),o},updateChildren:function(t,e,n,r,u,c,s,l,f){if(e||t){var p,h;for(p in e)if(e.hasOwnProperty(p)){h=t&&t[p];var d=h&&h._currentElement,v=e[p];if(null!=h&&a(d,v))i.receiveComponent(h,v,u,l),e[p]=h;else{h&&(r[p]=i.getHostNode(h),i.unmountComponent(h,!1));var g=o(v,!0);e[p]=g;var m=i.mountComponent(g,u,c,s,l,f);n.push(m)}}for(p in t)!t.hasOwnProperty(p)||e&&e.hasOwnProperty(p)||(h=t[p],r[p]=i.getHostNode(h),i.unmountComponent(h,!1))}},unmountChildren:function(t,e){for(var n in t)if(t.hasOwnProperty(n)){var r=t[n];i.unmountComponent(r,e)}}};t.exports=c}).call(e,n(156))},function(t,e,n){\"use strict\";var r=n(82),i=n(364),o={processChildrenUpdates:i.dangerouslyProcessChildrenUpdates,replaceNodeWithMarkup:r.dangerouslyReplaceNodeWithMarkup};t.exports=o},function(t,e,n){\"use strict\";function r(t){}function i(t){return!(!t.prototype||!t.prototype.isReactComponent)}function o(t){return!(!t.prototype||!t.prototype.isPureReactComponent)}var a=n(1),u=n(3),c=n(26),s=n(87),l=n(15),f=n(88),p=n(39),h=(n(9),n(168)),d=n(24),v=n(51),g=(n(0),n(81)),m=n(96),y=(n(2),{ImpureClass:0,PureClass:1,StatelessFunctional:2});r.prototype.render=function(){var t=p.get(this)._currentElement.type,e=t(this.props,this.context,this.updater);return e};var _=1,b={construct:function(t){this._currentElement=t,this._rootNodeID=0,this._compositeType=null,this._instance=null,this._hostParent=null,this._hostContainerInfo=null,this._updateBatchNumber=null,this._pendingElement=null,this._pendingStateQueue=null,this._pendingReplaceState=!1,this._pendingForceUpdate=!1,this._renderedNodeType=null,this._renderedComponent=null,this._context=null,this._mountOrder=0,this._topLevelWrapper=null,this._pendingCallbacks=null,this._calledComponentWillUnmount=!1},mountComponent:function(t,e,n,u){this._context=u,this._mountOrder=_++,this._hostParent=e,this._hostContainerInfo=n;var s,l=this._currentElement.props,f=this._processContext(u),h=this._currentElement.type,d=t.getUpdateQueue(),g=i(h),m=this._constructComponent(g,l,f,d);g||null!=m&&null!=m.render?o(h)?this._compositeType=y.PureClass:this._compositeType=y.ImpureClass:(s=m,null===m||!1===m||c.isValidElement(m)||a(\"105\",h.displayName||h.name||\"Component\"),m=new r(h),this._compositeType=y.StatelessFunctional);m.props=l,m.context=f,m.refs=v,m.updater=d,this._instance=m,p.set(m,this);var b=m.state;void 0===b&&(m.state=b=null),(\"object\"!=typeof b||Array.isArray(b))&&a(\"106\",this.getName()||\"ReactCompositeComponent\"),this._pendingStateQueue=null,this._pendingReplaceState=!1,this._pendingForceUpdate=!1;var x;return x=m.unstable_handleError?this.performInitialMountWithErrorHandling(s,e,n,t,u):this.performInitialMount(s,e,n,t,u),m.componentDidMount&&t.getReactMountReady().enqueue(m.componentDidMount,m),x},_constructComponent:function(t,e,n,r){return this._constructComponentWithoutOwner(t,e,n,r)},_constructComponentWithoutOwner:function(t,e,n,r){var i=this._currentElement.type;return t?new i(e,n,r):i(e,n,r)},performInitialMountWithErrorHandling:function(t,e,n,r,i){var o,a=r.checkpoint();try{o=this.performInitialMount(t,e,n,r,i)}catch(u){r.rollback(a),this._instance.unstable_handleError(u),this._pendingStateQueue&&(this._instance.state=this._processPendingState(this._instance.props,this._instance.context)),a=r.checkpoint(),this._renderedComponent.unmountComponent(!0),r.rollback(a),o=this.performInitialMount(t,e,n,r,i)}return o},performInitialMount:function(t,e,n,r,i){var o=this._instance,a=0;o.componentWillMount&&(o.componentWillMount(),this._pendingStateQueue&&(o.state=this._processPendingState(o.props,o.context))),void 0===t&&(t=this._renderValidatedComponent());var u=h.getType(t);this._renderedNodeType=u;var c=this._instantiateReactComponent(t,u!==h.EMPTY);this._renderedComponent=c;var s=d.mountComponent(c,r,e,n,this._processChildContext(i),a);return s},getHostNode:function(){return d.getHostNode(this._renderedComponent)},unmountComponent:function(t){if(this._renderedComponent){var e=this._instance;if(e.componentWillUnmount&&!e._calledComponentWillUnmount)if(e._calledComponentWillUnmount=!0,t){var n=this.getName()+\".componentWillUnmount()\";f.invokeGuardedCallback(n,e.componentWillUnmount.bind(e))}else e.componentWillUnmount();this._renderedComponent&&(d.unmountComponent(this._renderedComponent,t),this._renderedNodeType=null,this._renderedComponent=null,this._instance=null),this._pendingStateQueue=null,this._pendingReplaceState=!1,this._pendingForceUpdate=!1,this._pendingCallbacks=null,this._pendingElement=null,this._context=null,this._rootNodeID=0,this._topLevelWrapper=null,p.remove(e)}},_maskContext:function(t){var e=this._currentElement.type,n=e.contextTypes;if(!n)return v;var r={};for(var i in n)r[i]=t[i];return r},_processContext:function(t){var e=this._maskContext(t);return e},_processChildContext:function(t){var e,n=this._currentElement.type,r=this._instance;if(r.getChildContext&&(e=r.getChildContext()),e){\"object\"!=typeof n.childContextTypes&&a(\"107\",this.getName()||\"ReactCompositeComponent\");for(var i in e)i in n.childContextTypes||a(\"108\",this.getName()||\"ReactCompositeComponent\",i);return u({},t,e)}return t},_checkContextTypes:function(t,e,n){},receiveComponent:function(t,e,n){var r=this._currentElement,i=this._context;this._pendingElement=null,this.updateComponent(e,r,t,i,n)},performUpdateIfNecessary:function(t){null!=this._pendingElement?d.receiveComponent(this,this._pendingElement,t,this._context):null!==this._pendingStateQueue||this._pendingForceUpdate?this.updateComponent(t,this._currentElement,this._currentElement,this._context,this._context):this._updateBatchNumber=null},updateComponent:function(t,e,n,r,i){var o=this._instance;null==o&&a(\"136\",this.getName()||\"ReactCompositeComponent\");var u,c=!1;this._context===i?u=o.context:(u=this._processContext(i),c=!0);var s=e.props,l=n.props;e!==n&&(c=!0),c&&o.componentWillReceiveProps&&o.componentWillReceiveProps(l,u);var f=this._processPendingState(l,u),p=!0;this._pendingForceUpdate||(o.shouldComponentUpdate?p=o.shouldComponentUpdate(l,f,u):this._compositeType===y.PureClass&&(p=!g(s,l)||!g(o.state,f))),this._updateBatchNumber=null,p?(this._pendingForceUpdate=!1,this._performComponentUpdate(n,l,f,u,t,i)):(this._currentElement=n,this._context=i,o.props=l,o.state=f,o.context=u)},_processPendingState:function(t,e){var n=this._instance,r=this._pendingStateQueue,i=this._pendingReplaceState;if(this._pendingReplaceState=!1,this._pendingStateQueue=null,!r)return n.state;if(i&&1===r.length)return r[0];for(var o=u({},i?r[0]:n.state),a=i?1:0;a<r.length;a++){var c=r[a];u(o,\"function\"==typeof c?c.call(n,o,t,e):c)}return o},_performComponentUpdate:function(t,e,n,r,i,o){var a,u,c,s=this._instance,l=Boolean(s.componentDidUpdate);l&&(a=s.props,u=s.state,c=s.context),s.componentWillUpdate&&s.componentWillUpdate(e,n,r),this._currentElement=t,this._context=o,s.props=e,s.state=n,s.context=r,this._updateRenderedComponent(i,o),l&&i.getReactMountReady().enqueue(s.componentDidUpdate.bind(s,a,u,c),s)},_updateRenderedComponent:function(t,e){var n=this._renderedComponent,r=n._currentElement,i=this._renderValidatedComponent(),o=0;if(m(r,i))d.receiveComponent(n,i,t,this._processChildContext(e));else{var a=d.getHostNode(n);d.unmountComponent(n,!1);var u=h.getType(i);this._renderedNodeType=u;var c=this._instantiateReactComponent(i,u!==h.EMPTY);this._renderedComponent=c;var s=d.mountComponent(c,t,this._hostParent,this._hostContainerInfo,this._processChildContext(e),o);this._replaceNodeWithMarkup(a,s,n)}},_replaceNodeWithMarkup:function(t,e,n){s.replaceNodeWithMarkup(t,e,n)},_renderValidatedComponentWithoutOwnerOrContext:function(){var t=this._instance;return t.render()},_renderValidatedComponent:function(){var t;if(this._compositeType!==y.StatelessFunctional){l.current=this;try{t=this._renderValidatedComponentWithoutOwnerOrContext()}finally{l.current=null}}else t=this._renderValidatedComponentWithoutOwnerOrContext();return null===t||!1===t||c.isValidElement(t)||a(\"109\",this.getName()||\"ReactCompositeComponent\"),t},attachRef:function(t,e){var n=this.getPublicInstance();null==n&&a(\"110\");var r=e.getPublicInstance();(n.refs===v?n.refs={}:n.refs)[t]=r},detachRef:function(t){delete this.getPublicInstance().refs[t]},getName:function(){var t=this._currentElement.type,e=this._instance&&this._instance.constructor;return t.displayName||e&&e.displayName||t.name||e&&e.name||null},getPublicInstance:function(){var t=this._instance;return this._compositeType===y.StatelessFunctional?null:t},_instantiateReactComponent:null};t.exports=b},function(t,e,n){\"use strict\";var r=n(4),i=n(372),o=n(167),a=n(24),u=n(12),c=n(385),s=n(401),l=n(171),f=n(408);n(2);i.inject();var p={findDOMNode:s,render:o.render,unmountComponentAtNode:o.unmountComponentAtNode,version:c,unstable_batchedUpdates:u.batchedUpdates,unstable_renderSubtreeIntoContainer:f};\"undefined\"!=typeof __REACT_DEVTOOLS_GLOBAL_HOOK__&&\"function\"==typeof __REACT_DEVTOOLS_GLOBAL_HOOK__.inject&&__REACT_DEVTOOLS_GLOBAL_HOOK__.inject({ComponentTree:{getClosestInstanceFromNode:r.getClosestInstanceFromNode,getNodeFromInstance:function(t){return t._renderedComponent&&(t=l(t)),t?r.getNodeFromInstance(t):null}},Mount:o,Reconciler:a});t.exports=p},function(t,e,n){\"use strict\";function r(t){if(t){var e=t._currentElement._owner||null;if(e){var n=e.getName();if(n)return\" This DOM node was rendered by `\"+n+\"`.\"}}return\"\"}function i(t,e){e&&($[t._tag]&&(null!=e.children||null!=e.dangerouslySetInnerHTML)&&g(\"137\",t._tag,t._currentElement._owner?\" Check the render method of \"+t._currentElement._owner.getName()+\".\":\"\"),null!=e.dangerouslySetInnerHTML&&(null!=e.children&&g(\"60\"),\"object\"==typeof e.dangerouslySetInnerHTML&&z in e.dangerouslySetInnerHTML||g(\"61\")),null!=e.style&&\"object\"!=typeof e.style&&g(\"62\",r(t)))}function o(t,e,n,r){if(!(r instanceof D)){var i=t._hostContainerInfo,o=i._node&&i._node.nodeType===q,u=o?i._node:i._ownerDocument;B(e,u),r.getReactMountReady().enqueue(a,{inst:t,registrationName:e,listener:n})}}function a(){var t=this;k.putListener(t.inst,t.registrationName,t.listener)}function u(){var t=this;N.postMountWrapper(t)}function c(){var t=this;O.postMountWrapper(t)}function s(){var t=this;A.postMountWrapper(t)}function l(){L.track(this)}function f(){var t=this;t._rootNodeID||g(\"63\");var e=j(t);switch(e||g(\"64\"),t._tag){case\"iframe\":case\"object\":t._wrapperState.listeners=[M.trapBubbledEvent(\"topLoad\",\"load\",e)];break;case\"video\":case\"audio\":t._wrapperState.listeners=[];for(var n in Y)Y.hasOwnProperty(n)&&t._wrapperState.listeners.push(M.trapBubbledEvent(n,Y[n],e));break;case\"source\":t._wrapperState.listeners=[M.trapBubbledEvent(\"topError\",\"error\",e)];break;case\"img\":t._wrapperState.listeners=[M.trapBubbledEvent(\"topError\",\"error\",e),M.trapBubbledEvent(\"topLoad\",\"load\",e)];break;case\"form\":t._wrapperState.listeners=[M.trapBubbledEvent(\"topReset\",\"reset\",e),M.trapBubbledEvent(\"topSubmit\",\"submit\",e)];break;case\"input\":case\"select\":case\"textarea\":t._wrapperState.listeners=[M.trapBubbledEvent(\"topInvalid\",\"invalid\",e)]}}function p(){P.postUpdateWrapper(this)}function h(t){Z.call(Q,t)||(X.test(t)||g(\"65\",t),Q[t]=!0)}function d(t,e){return t.indexOf(\"-\")>=0||null!=e.is}function v(t){var e=t.type;h(e),this._currentElement=t,this._tag=e.toLowerCase(),this._namespaceURI=null,this._renderedChildren=null,this._previousStyle=null,this._previousStyleCopy=null,this._hostNode=null,this._hostParent=null,this._rootNodeID=0,this._domID=0,this._hostContainerInfo=null,this._wrapperState=null,this._topLevelWrapper=null,this._flags=0}var g=n(1),m=n(3),y=n(346),_=n(348),b=n(20),x=n(83),w=n(21),C=n(160),k=n(22),E=n(84),M=n(53),T=n(161),S=n(4),N=n(365),A=n(366),P=n(162),O=n(369),I=(n(9),n(378)),D=n(383),R=(n(11),n(56)),L=(n(0),n(95),n(81),n(173)),U=(n(97),n(2),T),F=k.deleteListener,j=S.getNodeFromInstance,B=M.listenTo,V=E.registrationNameModules,W={string:!0,number:!0},z=\"__html\",H={children:null,dangerouslySetInnerHTML:null,suppressContentEditableWarning:null},q=11,Y={topAbort:\"abort\",topCanPlay:\"canplay\",topCanPlayThrough:\"canplaythrough\",topDurationChange:\"durationchange\",topEmptied:\"emptied\",topEncrypted:\"encrypted\",topEnded:\"ended\",topError:\"error\",topLoadedData:\"loadeddata\",topLoadedMetadata:\"loadedmetadata\",topLoadStart:\"loadstart\",topPause:\"pause\",topPlay:\"play\",topPlaying:\"playing\",topProgress:\"progress\",topRateChange:\"ratechange\",topSeeked:\"seeked\",topSeeking:\"seeking\",topStalled:\"stalled\",topSuspend:\"suspend\",topTimeUpdate:\"timeupdate\",topVolumeChange:\"volumechange\",topWaiting:\"waiting\"},K={area:!0,base:!0,br:!0,col:!0,embed:!0,hr:!0,img:!0,input:!0,keygen:!0,link:!0,meta:!0,param:!0,source:!0,track:!0,wbr:!0},G={listing:!0,pre:!0,textarea:!0},$=m({menuitem:!0},K),X=/^[a-zA-Z][a-zA-Z:_\\.\\-\\d]*$/,Q={},Z={}.hasOwnProperty,J=1;v.displayName=\"ReactDOMComponent\",v.Mixin={mountComponent:function(t,e,n,r){this._rootNodeID=J++,this._domID=n._idCounter++,this._hostParent=e,this._hostContainerInfo=n;var o=this._currentElement.props;switch(this._tag){case\"audio\":case\"form\":case\"iframe\":case\"img\":case\"link\":case\"object\":case\"source\":case\"video\":this._wrapperState={listeners:null},t.getReactMountReady().enqueue(f,this);break;case\"input\":N.mountWrapper(this,o,e),o=N.getHostProps(this,o),t.getReactMountReady().enqueue(l,this),t.getReactMountReady().enqueue(f,this);break;case\"option\":A.mountWrapper(this,o,e),o=A.getHostProps(this,o);break;case\"select\":P.mountWrapper(this,o,e),o=P.getHostProps(this,o),t.getReactMountReady().enqueue(f,this);break;case\"textarea\":O.mountWrapper(this,o,e),o=O.getHostProps(this,o),t.getReactMountReady().enqueue(l,this),t.getReactMountReady().enqueue(f,this)}i(this,o);var a,p;null!=e?(a=e._namespaceURI,p=e._tag):n._tag&&(a=n._namespaceURI,p=n._tag),(null==a||a===x.svg&&\"foreignobject\"===p)&&(a=x.html),a===x.html&&(\"svg\"===this._tag?a=x.svg:\"math\"===this._tag&&(a=x.mathml)),this._namespaceURI=a;var h;if(t.useCreateElement){var d,v=n._ownerDocument;if(a===x.html)if(\"script\"===this._tag){var g=v.createElement(\"div\"),m=this._currentElement.type;g.innerHTML=\"<\"+m+\"></\"+m+\">\",d=g.removeChild(g.firstChild)}else d=o.is?v.createElement(this._currentElement.type,o.is):v.createElement(this._currentElement.type);else d=v.createElementNS(a,this._currentElement.type);S.precacheNode(this,d),this._flags|=U.hasCachedChildNodes,this._hostParent||C.setAttributeForRoot(d),this._updateDOMProperties(null,o,t);var _=b(d);this._createInitialChildren(t,o,r,_),h=_}else{var w=this._createOpenTagMarkupAndPutListeners(t,o),k=this._createContentMarkup(t,o,r);h=!k&&K[this._tag]?w+\"/>\":w+\">\"+k+\"</\"+this._currentElement.type+\">\"}switch(this._tag){case\"input\":t.getReactMountReady().enqueue(u,this),o.autoFocus&&t.getReactMountReady().enqueue(y.focusDOMComponent,this);break;case\"textarea\":t.getReactMountReady().enqueue(c,this),o.autoFocus&&t.getReactMountReady().enqueue(y.focusDOMComponent,this);break;case\"select\":case\"button\":o.autoFocus&&t.getReactMountReady().enqueue(y.focusDOMComponent,this);break;case\"option\":t.getReactMountReady().enqueue(s,this)}return h},_createOpenTagMarkupAndPutListeners:function(t,e){var n=\"<\"+this._currentElement.type;for(var r in e)if(e.hasOwnProperty(r)){var i=e[r];if(null!=i)if(V.hasOwnProperty(r))i&&o(this,r,i,t);else{\"style\"===r&&(i&&(i=this._previousStyleCopy=m({},e.style)),i=_.createMarkupForStyles(i,this));var a=null;null!=this._tag&&d(this._tag,e)?H.hasOwnProperty(r)||(a=C.createMarkupForCustomAttribute(r,i)):a=C.createMarkupForProperty(r,i),a&&(n+=\" \"+a)}}return t.renderToStaticMarkup?n:(this._hostParent||(n+=\" \"+C.createMarkupForRoot()),n+=\" \"+C.createMarkupForID(this._domID))},_createContentMarkup:function(t,e,n){var r=\"\",i=e.dangerouslySetInnerHTML;if(null!=i)null!=i.__html&&(r=i.__html);else{var o=W[typeof e.children]?e.children:null,a=null!=o?null:e.children;if(null!=o)r=R(o);else if(null!=a){var u=this.mountChildren(a,t,n);r=u.join(\"\")}}return G[this._tag]&&\"\\n\"===r.charAt(0)?\"\\n\"+r:r},_createInitialChildren:function(t,e,n,r){var i=e.dangerouslySetInnerHTML;if(null!=i)null!=i.__html&&b.queueHTML(r,i.__html);else{var o=W[typeof e.children]?e.children:null,a=null!=o?null:e.children;if(null!=o)\"\"!==o&&b.queueText(r,o);else if(null!=a)for(var u=this.mountChildren(a,t,n),c=0;c<u.length;c++)b.queueChild(r,u[c])}},receiveComponent:function(t,e,n){var r=this._currentElement;this._currentElement=t,this.updateComponent(e,r,t,n)},updateComponent:function(t,e,n,r){var o=e.props,a=this._currentElement.props;switch(this._tag){case\"input\":o=N.getHostProps(this,o),a=N.getHostProps(this,a);break;case\"option\":o=A.getHostProps(this,o),a=A.getHostProps(this,a);break;case\"select\":o=P.getHostProps(this,o),a=P.getHostProps(this,a);break;case\"textarea\":o=O.getHostProps(this,o),a=O.getHostProps(this,a)}switch(i(this,a),this._updateDOMProperties(o,a,t),this._updateDOMChildren(o,a,t,r),this._tag){case\"input\":N.updateWrapper(this),L.updateValueIfChanged(this);break;case\"textarea\":O.updateWrapper(this);break;case\"select\":t.getReactMountReady().enqueue(p,this)}},_updateDOMProperties:function(t,e,n){var r,i,a;for(r in t)if(!e.hasOwnProperty(r)&&t.hasOwnProperty(r)&&null!=t[r])if(\"style\"===r){var u=this._previousStyleCopy;for(i in u)u.hasOwnProperty(i)&&(a=a||{},a[i]=\"\");this._previousStyleCopy=null}else V.hasOwnProperty(r)?t[r]&&F(this,r):d(this._tag,t)?H.hasOwnProperty(r)||C.deleteValueForAttribute(j(this),r):(w.properties[r]||w.isCustomAttribute(r))&&C.deleteValueForProperty(j(this),r);for(r in e){var c=e[r],s=\"style\"===r?this._previousStyleCopy:null!=t?t[r]:void 0;if(e.hasOwnProperty(r)&&c!==s&&(null!=c||null!=s))if(\"style\"===r)if(c?c=this._previousStyleCopy=m({},c):this._previousStyleCopy=null,s){for(i in s)!s.hasOwnProperty(i)||c&&c.hasOwnProperty(i)||(a=a||{},a[i]=\"\");for(i in c)c.hasOwnProperty(i)&&s[i]!==c[i]&&(a=a||{},a[i]=c[i])}else a=c;else if(V.hasOwnProperty(r))c?o(this,r,c,n):s&&F(this,r);else if(d(this._tag,e))H.hasOwnProperty(r)||C.setValueForAttribute(j(this),r,c);else if(w.properties[r]||w.isCustomAttribute(r)){var l=j(this);null!=c?C.setValueForProperty(l,r,c):C.deleteValueForProperty(l,r)}}a&&_.setValueForStyles(j(this),a,this)},_updateDOMChildren:function(t,e,n,r){var i=W[typeof t.children]?t.children:null,o=W[typeof e.children]?e.children:null,a=t.dangerouslySetInnerHTML&&t.dangerouslySetInnerHTML.__html,u=e.dangerouslySetInnerHTML&&e.dangerouslySetInnerHTML.__html,c=null!=i?null:t.children,s=null!=o?null:e.children,l=null!=i||null!=a,f=null!=o||null!=u;null!=c&&null==s?this.updateChildren(null,n,r):l&&!f&&this.updateTextContent(\"\"),null!=o?i!==o&&this.updateTextContent(\"\"+o):null!=u?a!==u&&this.updateMarkup(\"\"+u):null!=s&&this.updateChildren(s,n,r)},getHostNode:function(){return j(this)},unmountComponent:function(t){switch(this._tag){case\"audio\":case\"form\":case\"iframe\":case\"img\":case\"link\":case\"object\":case\"source\":case\"video\":var e=this._wrapperState.listeners;if(e)for(var n=0;n<e.length;n++)e[n].remove();break;case\"input\":case\"textarea\":L.stopTracking(this);break;case\"html\":case\"head\":case\"body\":g(\"66\",this._tag)}this.unmountChildren(t),S.uncacheNode(this),k.deleteAllListeners(this),this._rootNodeID=0,this._domID=0,this._wrapperState=null},getPublicInstance:function(){return j(this)}},m(v.prototype,v.Mixin,I.Mixin),t.exports=v},function(t,e,n){\"use strict\";function r(t,e){var n={_topLevelWrapper:t,_idCounter:1,_ownerDocument:e?e.nodeType===i?e:e.ownerDocument:null,_node:e,_tag:e?e.nodeName.toLowerCase():null,_namespaceURI:e?e.namespaceURI:null};return n}var i=(n(97),9);t.exports=r},function(t,e,n){\"use strict\";var r=n(3),i=n(20),o=n(4),a=function(t){this._currentElement=null,this._hostNode=null,this._hostParent=null,this._hostContainerInfo=null,this._domID=0};r(a.prototype,{mountComponent:function(t,e,n,r){var a=n._idCounter++;this._domID=a,this._hostParent=e,this._hostContainerInfo=n;var u=\" react-empty: \"+this._domID+\" \";if(t.useCreateElement){var c=n._ownerDocument,s=c.createComment(u);return o.precacheNode(this,s),i(s)}return t.renderToStaticMarkup?\"\":\"\\x3c!--\"+u+\"--\\x3e\"},receiveComponent:function(){},getHostNode:function(){return o.getNodeFromInstance(this)},unmountComponent:function(){o.uncacheNode(this)}}),t.exports=a},function(t,e,n){\"use strict\";var r={useCreateElement:!0,useFiber:!1};t.exports=r},function(t,e,n){\"use strict\";var r=n(82),i=n(4),o={dangerouslyProcessChildrenUpdates:function(t,e){var n=i.getNodeFromInstance(t);r.processUpdates(n,e)}};t.exports=o},function(t,e,n){\"use strict\";function r(){this._rootNodeID&&p.updateWrapper(this)}function i(t){return\"checkbox\"===t.type||\"radio\"===t.type?null!=t.checked:null!=t.value}function o(t){var e=this._currentElement.props,n=s.executeOnChange(e,t);f.asap(r,this);var i=e.name;if(\"radio\"===e.type&&null!=i){for(var o=l.getNodeFromInstance(this),u=o;u.parentNode;)u=u.parentNode;for(var c=u.querySelectorAll(\"input[name=\"+JSON.stringify(\"\"+i)+'][type=\"radio\"]'),p=0;p<c.length;p++){var h=c[p];if(h!==o&&h.form===o.form){var d=l.getInstanceFromNode(h);d||a(\"90\"),f.asap(r,d)}}}return n}var a=n(1),u=n(3),c=n(160),s=n(86),l=n(4),f=n(12),p=(n(0),n(2),{getHostProps:function(t,e){var n=s.getValue(e),r=s.getChecked(e);return u({type:void 0,step:void 0,min:void 0,max:void 0},e,{defaultChecked:void 0,defaultValue:void 0,value:null!=n?n:t._wrapperState.initialValue,checked:null!=r?r:t._wrapperState.initialChecked,onChange:t._wrapperState.onChange})},mountWrapper:function(t,e){var n=e.defaultValue;t._wrapperState={initialChecked:null!=e.checked?e.checked:e.defaultChecked,initialValue:null!=e.value?e.value:n,listeners:null,onChange:o.bind(t),controlled:i(e)}},updateWrapper:function(t){var e=t._currentElement.props,n=e.checked;null!=n&&c.setValueForProperty(l.getNodeFromInstance(t),\"checked\",n||!1);var r=l.getNodeFromInstance(t),i=s.getValue(e);if(null!=i)if(0===i&&\"\"===r.value)r.value=\"0\";else if(\"number\"===e.type){var o=parseFloat(r.value,10)||0;(i!=o||i==o&&r.value!=i)&&(r.value=\"\"+i)}else r.value!==\"\"+i&&(r.value=\"\"+i);else null==e.value&&null!=e.defaultValue&&r.defaultValue!==\"\"+e.defaultValue&&(r.defaultValue=\"\"+e.defaultValue),null==e.checked&&null!=e.defaultChecked&&(r.defaultChecked=!!e.defaultChecked)},postMountWrapper:function(t){var e=t._currentElement.props,n=l.getNodeFromInstance(t);switch(e.type){case\"submit\":case\"reset\":break;case\"color\":case\"date\":case\"datetime\":case\"datetime-local\":case\"month\":case\"time\":case\"week\":n.value=\"\",n.value=n.defaultValue;break;default:n.value=n.value}var r=n.name;\"\"!==r&&(n.name=\"\"),n.defaultChecked=!n.defaultChecked,n.defaultChecked=!n.defaultChecked,\"\"!==r&&(n.name=r)}});t.exports=p},function(t,e,n){\"use strict\";function r(t){var e=\"\";return o.Children.forEach(t,function(t){null!=t&&(\"string\"==typeof t||\"number\"==typeof t?e+=t:c||(c=!0))}),e}var i=n(3),o=n(26),a=n(4),u=n(162),c=(n(2),!1),s={mountWrapper:function(t,e,n){var i=null;if(null!=n){var o=n;\"optgroup\"===o._tag&&(o=o._hostParent),null!=o&&\"select\"===o._tag&&(i=u.getSelectValueContext(o))}var a=null;if(null!=i){var c;if(c=null!=e.value?e.value+\"\":r(e.children),a=!1,Array.isArray(i)){for(var s=0;s<i.length;s++)if(\"\"+i[s]===c){a=!0;break}}else a=\"\"+i===c}t._wrapperState={selected:a}},postMountWrapper:function(t){var e=t._currentElement.props;if(null!=e.value){a.getNodeFromInstance(t).setAttribute(\"value\",e.value)}},getHostProps:function(t,e){var n=i({selected:void 0,children:void 0},e);null!=t._wrapperState.selected&&(n.selected=t._wrapperState.selected);var o=r(e.children);return o&&(n.children=o),n}};t.exports=s},function(t,e,n){\"use strict\";function r(t,e,n,r){return t===n&&e===r}function i(t){var e=document.selection,n=e.createRange(),r=n.text.length,i=n.duplicate();i.moveToElementText(t),i.setEndPoint(\"EndToStart\",n);var o=i.text.length;return{start:o,end:o+r}}function o(t){var e=window.getSelection&&window.getSelection();if(!e||0===e.rangeCount)return null;var n=e.anchorNode,i=e.anchorOffset,o=e.focusNode,a=e.focusOffset,u=e.getRangeAt(0);try{u.startContainer.nodeType,u.endContainer.nodeType}catch(t){return null}var c=r(e.anchorNode,e.anchorOffset,e.focusNode,e.focusOffset),s=c?0:u.toString().length,l=u.cloneRange();l.selectNodeContents(t),l.setEnd(u.startContainer,u.startOffset);var f=r(l.startContainer,l.startOffset,l.endContainer,l.endOffset),p=f?0:l.toString().length,h=p+s,d=document.createRange();d.setStart(n,i),d.setEnd(o,a);var v=d.collapsed;return{start:v?h:p,end:v?p:h}}function a(t,e){var n,r,i=document.selection.createRange().duplicate();void 0===e.end?(n=e.start,r=n):e.start>e.end?(n=e.end,r=e.start):(n=e.start,r=e.end),i.moveToElementText(t),i.moveStart(\"character\",n),i.setEndPoint(\"EndToStart\",i),i.moveEnd(\"character\",r-n),i.select()}function u(t,e){if(window.getSelection){var n=window.getSelection(),r=t[l()].length,i=Math.min(e.start,r),o=void 0===e.end?i:Math.min(e.end,r);if(!n.extend&&i>o){var a=o;o=i,i=a}var u=s(t,i),c=s(t,o);if(u&&c){var f=document.createRange();f.setStart(u.node,u.offset),n.removeAllRanges(),i>o?(n.addRange(f),n.extend(c.node,c.offset)):(f.setEnd(c.node,c.offset),n.addRange(f))}}}var c=n(6),s=n(405),l=n(172),f=c.canUseDOM&&\"selection\"in document&&!(\"getSelection\"in window),p={getOffsets:f?i:o,setOffsets:f?a:u};t.exports=p},function(t,e,n){\"use strict\";var r=n(1),i=n(3),o=n(82),a=n(20),u=n(4),c=n(56),s=(n(0),n(97),function(t){this._currentElement=t,this._stringText=\"\"+t,this._hostNode=null,this._hostParent=null,this._domID=0,this._mountIndex=0,this._closingComment=null,this._commentNodes=null});i(s.prototype,{mountComponent:function(t,e,n,r){var i=n._idCounter++,o=\" react-text: \"+i+\" \";if(this._domID=i,this._hostParent=e,t.useCreateElement){var s=n._ownerDocument,l=s.createComment(o),f=s.createComment(\" /react-text \"),p=a(s.createDocumentFragment());return a.queueChild(p,a(l)),this._stringText&&a.queueChild(p,a(s.createTextNode(this._stringText))),a.queueChild(p,a(f)),u.precacheNode(this,l),this._closingComment=f,p}var h=c(this._stringText);return t.renderToStaticMarkup?h:\"\\x3c!--\"+o+\"--\\x3e\"+h+\"\\x3c!-- /react-text --\\x3e\"},receiveComponent:function(t,e){if(t!==this._currentElement){this._currentElement=t;var n=\"\"+t;if(n!==this._stringText){this._stringText=n;var r=this.getHostNode();o.replaceDelimitedText(r[0],r[1],n)}}},getHostNode:function(){var t=this._commentNodes;if(t)return t;if(!this._closingComment)for(var e=u.getNodeFromInstance(this),n=e.nextSibling;;){if(null==n&&r(\"67\",this._domID),8===n.nodeType&&\" /react-text \"===n.nodeValue){this._closingComment=n;break}n=n.nextSibling}return t=[this._hostNode,this._closingComment],this._commentNodes=t,t},unmountComponent:function(){this._closingComment=null,this._commentNodes=null,u.uncacheNode(this)}}),t.exports=s},function(t,e,n){\"use strict\";function r(){this._rootNodeID&&l.updateWrapper(this)}function i(t){var e=this._currentElement.props,n=u.executeOnChange(e,t);return s.asap(r,this),n}var o=n(1),a=n(3),u=n(86),c=n(4),s=n(12),l=(n(0),n(2),{getHostProps:function(t,e){return null!=e.dangerouslySetInnerHTML&&o(\"91\"),a({},e,{value:void 0,defaultValue:void 0,children:\"\"+t._wrapperState.initialValue,onChange:t._wrapperState.onChange})},mountWrapper:function(t,e){var n=u.getValue(e),r=n;if(null==n){var a=e.defaultValue,c=e.children;null!=c&&(null!=a&&o(\"92\"),Array.isArray(c)&&(c.length<=1||o(\"93\"),c=c[0]),a=\"\"+c),null==a&&(a=\"\"),r=a}t._wrapperState={initialValue:\"\"+r,listeners:null,onChange:i.bind(t)}},updateWrapper:function(t){var e=t._currentElement.props,n=c.getNodeFromInstance(t),r=u.getValue(e);if(null!=r){var i=\"\"+r;i!==n.value&&(n.value=i),null==e.defaultValue&&(n.defaultValue=i)}null!=e.defaultValue&&(n.defaultValue=e.defaultValue)},postMountWrapper:function(t){var e=c.getNodeFromInstance(t),n=e.textContent;n===t._wrapperState.initialValue&&(e.value=n)}});t.exports=l},function(t,e,n){\"use strict\";function r(t,e){\"_hostNode\"in t||c(\"33\"),\"_hostNode\"in e||c(\"33\");for(var n=0,r=t;r;r=r._hostParent)n++;for(var i=0,o=e;o;o=o._hostParent)i++;for(;n-i>0;)t=t._hostParent,n--;for(;i-n>0;)e=e._hostParent,i--;for(var a=n;a--;){if(t===e)return t;t=t._hostParent,e=e._hostParent}return null}function i(t,e){\"_hostNode\"in t||c(\"35\"),\"_hostNode\"in e||c(\"35\");for(;e;){if(e===t)return!0;e=e._hostParent}return!1}function o(t){return\"_hostNode\"in t||c(\"36\"),t._hostParent}function a(t,e,n){for(var r=[];t;)r.push(t),t=t._hostParent;var i;for(i=r.length;i-- >0;)e(r[i],\"captured\",n);for(i=0;i<r.length;i++)e(r[i],\"bubbled\",n)}function u(t,e,n,i,o){for(var a=t&&e?r(t,e):null,u=[];t&&t!==a;)u.push(t),t=t._hostParent;for(var c=[];e&&e!==a;)c.push(e),e=e._hostParent;var s;for(s=0;s<u.length;s++)n(u[s],\"bubbled\",i);for(s=c.length;s-- >0;)n(c[s],\"captured\",o)}var c=n(1);n(0);t.exports={isAncestor:i,getLowestCommonAncestor:r,getParentInstance:o,traverseTwoPhase:a,traverseEnterLeave:u}},function(t,e,n){\"use strict\";function r(){this.reinitializeTransaction()}var i=n(3),o=n(12),a=n(55),u=n(11),c={initialize:u,close:function(){p.isBatchingUpdates=!1}},s={initialize:u,close:o.flushBatchedUpdates.bind(o)},l=[s,c];i(r.prototype,a,{getTransactionWrappers:function(){return l}});var f=new r,p={isBatchingUpdates:!1,batchedUpdates:function(t,e,n,r,i,o){var a=p.isBatchingUpdates;return p.isBatchingUpdates=!0,a?t(e,n,r,i,o):f.perform(t,null,e,n,r,i,o)}};t.exports=p},function(t,e,n){\"use strict\";function r(){C||(C=!0,y.EventEmitter.injectReactEventListener(m),y.EventPluginHub.injectEventPluginOrder(u),y.EventPluginUtils.injectComponentTree(p),y.EventPluginUtils.injectTreeTraversal(d),y.EventPluginHub.injectEventPluginsByName({SimpleEventPlugin:w,EnterLeaveEventPlugin:c,ChangeEventPlugin:a,SelectEventPlugin:x,BeforeInputEventPlugin:o}),y.HostComponent.injectGenericComponentClass(f),y.HostComponent.injectTextComponentClass(v),y.DOMProperty.injectDOMPropertyConfig(i),y.DOMProperty.injectDOMPropertyConfig(s),y.DOMProperty.injectDOMPropertyConfig(b),y.EmptyComponent.injectEmptyComponentFactory(function(t){return new h(t)}),y.Updates.injectReconcileTransaction(_),y.Updates.injectBatchingStrategy(g),y.Component.injectEnvironment(l))}var i=n(345),o=n(347),a=n(349),u=n(351),c=n(352),s=n(355),l=n(357),f=n(360),p=n(4),h=n(362),d=n(370),v=n(368),g=n(371),m=n(375),y=n(376),_=n(381),b=n(386),x=n(387),w=n(388),C=!1;t.exports={inject:r}},function(t,e,n){\"use strict\";var r=\"function\"==typeof Symbol&&Symbol.for&&Symbol.for(\"react.element\")||60103;t.exports=r},function(t,e,n){\"use strict\";function r(t){i.enqueueEvents(t),i.processEventQueue(!1)}var i=n(22),o={handleTopLevel:function(t,e,n,o){r(i.extractEvents(t,e,n,o))}};t.exports=o},function(t,e,n){\"use strict\";function r(t){for(;t._hostParent;)t=t._hostParent;var e=f.getNodeFromInstance(t),n=e.parentNode;return f.getClosestInstanceFromNode(n)}function i(t,e){this.topLevelType=t,this.nativeEvent=e,this.ancestors=[]}function o(t){var e=h(t.nativeEvent),n=f.getClosestInstanceFromNode(e),i=n;do{t.ancestors.push(i),i=i&&r(i)}while(i);for(var o=0;o<t.ancestors.length;o++)n=t.ancestors[o],v._handleTopLevel(t.topLevelType,n,t.nativeEvent,h(t.nativeEvent))}function a(t){t(d(window))}var u=n(3),c=n(153),s=n(6),l=n(18),f=n(4),p=n(12),h=n(94),d=n(335);u(i.prototype,{destructor:function(){this.topLevelType=null,this.nativeEvent=null,this.ancestors.length=0}}),l.addPoolingTo(i,l.twoArgumentPooler);var v={_enabled:!0,_handleTopLevel:null,WINDOW_HANDLE:s.canUseDOM?window:null,setHandleTopLevel:function(t){v._handleTopLevel=t},setEnabled:function(t){v._enabled=!!t},isEnabled:function(){return v._enabled},trapBubbledEvent:function(t,e,n){return n?c.listen(n,e,v.dispatchEvent.bind(null,t)):null},trapCapturedEvent:function(t,e,n){return n?c.capture(n,e,v.dispatchEvent.bind(null,t)):null},monitorScrollValue:function(t){var e=a.bind(null,t);c.listen(window,\"scroll\",e)},dispatchEvent:function(t,e){if(v._enabled){var n=i.getPooled(t,e);try{p.batchedUpdates(o,n)}finally{i.release(n)}}}};t.exports=v},function(t,e,n){\"use strict\";var r=n(21),i=n(22),o=n(52),a=n(87),u=n(163),c=n(53),s=n(165),l=n(12),f={Component:a.injection,DOMProperty:r.injection,EmptyComponent:u.injection,EventPluginHub:i.injection,EventPluginUtils:o.injection,EventEmitter:c.injection,HostComponent:s.injection,Updates:l.injection};t.exports=f},function(t,e,n){\"use strict\";var r=n(399),i=/\\/?>/,o=/^<\\!\\-\\-/,a={CHECKSUM_ATTR_NAME:\"data-react-checksum\",addChecksumToMarkup:function(t){var e=r(t);return o.test(t)?t:t.replace(i,\" \"+a.CHECKSUM_ATTR_NAME+'=\"'+e+'\"$&')},canReuseMarkup:function(t,e){var n=e.getAttribute(a.CHECKSUM_ATTR_NAME);return n=n&&parseInt(n,10),r(t)===n}};t.exports=a},function(t,e,n){\"use strict\";function r(t,e,n){return{type:\"INSERT_MARKUP\",content:t,fromIndex:null,fromNode:null,toIndex:n,afterNode:e}}function i(t,e,n){return{type:\"MOVE_EXISTING\",content:null,fromIndex:t._mountIndex,fromNode:p.getHostNode(t),toIndex:n,afterNode:e}}function o(t,e){return{type:\"REMOVE_NODE\",content:null,fromIndex:t._mountIndex,fromNode:e,toIndex:null,afterNode:null}}function a(t){return{type:\"SET_MARKUP\",content:t,fromIndex:null,fromNode:null,toIndex:null,afterNode:null}}function u(t){return{type:\"TEXT_CONTENT\",content:t,fromIndex:null,fromNode:null,toIndex:null,afterNode:null}}function c(t,e){return e&&(t=t||[],t.push(e)),t}function s(t,e){f.processChildrenUpdates(t,e)}var l=n(1),f=n(87),p=(n(39),n(9),n(15),n(24)),h=n(356),d=(n(11),n(402)),v=(n(0),{Mixin:{_reconcilerInstantiateChildren:function(t,e,n){return h.instantiateChildren(t,e,n)},_reconcilerUpdateChildren:function(t,e,n,r,i,o){var a,u=0;return a=d(e,u),h.updateChildren(t,a,n,r,i,this,this._hostContainerInfo,o,u),a},mountChildren:function(t,e,n){var r=this._reconcilerInstantiateChildren(t,e,n);this._renderedChildren=r;var i=[],o=0;for(var a in r)if(r.hasOwnProperty(a)){var u=r[a],c=0,s=p.mountComponent(u,e,this,this._hostContainerInfo,n,c);u._mountIndex=o++,i.push(s)}return i},updateTextContent:function(t){var e=this._renderedChildren;h.unmountChildren(e,!1);for(var n in e)e.hasOwnProperty(n)&&l(\"118\");s(this,[u(t)])},updateMarkup:function(t){var e=this._renderedChildren;h.unmountChildren(e,!1);for(var n in e)e.hasOwnProperty(n)&&l(\"118\");s(this,[a(t)])},updateChildren:function(t,e,n){this._updateChildren(t,e,n)},_updateChildren:function(t,e,n){var r=this._renderedChildren,i={},o=[],a=this._reconcilerUpdateChildren(r,t,o,i,e,n);if(a||r){var u,l=null,f=0,h=0,d=0,v=null;for(u in a)if(a.hasOwnProperty(u)){var g=r&&r[u],m=a[u];g===m?(l=c(l,this.moveChild(g,v,f,h)),h=Math.max(g._mountIndex,h),g._mountIndex=f):(g&&(h=Math.max(g._mountIndex,h)),l=c(l,this._mountChildAtIndex(m,o[d],v,f,e,n)),d++),f++,v=p.getHostNode(m)}for(u in i)i.hasOwnProperty(u)&&(l=c(l,this._unmountChild(r[u],i[u])));l&&s(this,l),this._renderedChildren=a}},unmountChildren:function(t){var e=this._renderedChildren;h.unmountChildren(e,t),this._renderedChildren=null},moveChild:function(t,e,n,r){if(t._mountIndex<r)return i(t,e,n)},createChild:function(t,e,n){return r(n,e,t._mountIndex)},removeChild:function(t,e){return o(t,e)},_mountChildAtIndex:function(t,e,n,r,i,o){return t._mountIndex=r,this.createChild(t,n,e)},_unmountChild:function(t,e){var n=this.removeChild(t,e);return t._mountIndex=null,n}}});t.exports=v},function(t,e,n){\"use strict\";function r(t){return!(!t||\"function\"!=typeof t.attachRef||\"function\"!=typeof t.detachRef)}var i=n(1),o=(n(0),{addComponentAsRefTo:function(t,e,n){r(n)||i(\"119\"),n.attachRef(e,t)},removeComponentAsRefFrom:function(t,e,n){r(n)||i(\"120\");var o=n.getPublicInstance();o&&o.refs[e]===t.getPublicInstance()&&n.detachRef(e)}});t.exports=o},function(t,e,n){\"use strict\";t.exports=\"SECRET_DO_NOT_PASS_THIS_OR_YOU_WILL_BE_FIRED\"},function(t,e,n){\"use strict\";function r(t){this.reinitializeTransaction(),this.renderToStaticMarkup=!1,this.reactMountReady=o.getPooled(null),this.useCreateElement=t}var i=n(3),o=n(159),a=n(18),u=n(53),c=n(166),s=(n(9),n(55)),l=n(89),f={initialize:c.getSelectionInformation,close:c.restoreSelection},p={initialize:function(){var t=u.isEnabled();return u.setEnabled(!1),t},close:function(t){u.setEnabled(t)}},h={initialize:function(){this.reactMountReady.reset()},close:function(){this.reactMountReady.notifyAll()}},d=[f,p,h],v={getTransactionWrappers:function(){return d},getReactMountReady:function(){return this.reactMountReady},getUpdateQueue:function(){return l},checkpoint:function(){return this.reactMountReady.checkpoint()},rollback:function(t){this.reactMountReady.rollback(t)},destructor:function(){o.release(this.reactMountReady),this.reactMountReady=null}};i(r.prototype,s,v),a.addPoolingTo(r),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n){\"function\"==typeof t?t(e.getPublicInstance()):o.addComponentAsRefTo(e,t,n)}function i(t,e,n){\"function\"==typeof t?t(null):o.removeComponentAsRefFrom(e,t,n)}var o=n(379),a={};a.attachRefs=function(t,e){if(null!==e&&\"object\"==typeof e){var n=e.ref;null!=n&&r(n,t,e._owner)}},a.shouldUpdateRefs=function(t,e){var n=null,r=null;null!==t&&\"object\"==typeof t&&(n=t.ref,r=t._owner);var i=null,o=null;return null!==e&&\"object\"==typeof e&&(i=e.ref,o=e._owner),n!==i||\"string\"==typeof i&&o!==r},a.detachRefs=function(t,e){if(null!==e&&\"object\"==typeof e){var n=e.ref;null!=n&&i(n,t,e._owner)}},t.exports=a},function(t,e,n){\"use strict\";function r(t){this.reinitializeTransaction(),this.renderToStaticMarkup=t,this.useCreateElement=!1,this.updateQueue=new u(this)}var i=n(3),o=n(18),a=n(55),u=(n(9),n(384)),c=[],s={enqueue:function(){}},l={getTransactionWrappers:function(){return c},getReactMountReady:function(){return s},getUpdateQueue:function(){return this.updateQueue},destructor:function(){},checkpoint:function(){},rollback:function(){}};i(r.prototype,a,l),o.addPoolingTo(r),t.exports=r},function(t,e,n){\"use strict\";function r(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}var i=n(89),o=(n(2),function(){function t(e){r(this,t),this.transaction=e}return t.prototype.isMounted=function(t){return!1},t.prototype.enqueueCallback=function(t,e,n){this.transaction.isInTransaction()&&i.enqueueCallback(t,e,n)},t.prototype.enqueueForceUpdate=function(t){this.transaction.isInTransaction()&&i.enqueueForceUpdate(t)},t.prototype.enqueueReplaceState=function(t,e){this.transaction.isInTransaction()&&i.enqueueReplaceState(t,e)},t.prototype.enqueueSetState=function(t,e){this.transaction.isInTransaction()&&i.enqueueSetState(t,e)},t}());t.exports=o},function(t,e,n){\"use strict\";t.exports=\"15.6.2\"},function(t,e,n){\"use strict\";var r={xlink:\"http://www.w3.org/1999/xlink\",xml:\"http://www.w3.org/XML/1998/namespace\"},i={accentHeight:\"accent-height\",accumulate:0,additive:0,alignmentBaseline:\"alignment-baseline\",allowReorder:\"allowReorder\",alphabetic:0,amplitude:0,arabicForm:\"arabic-form\",ascent:0,attributeName:\"attributeName\",attributeType:\"attributeType\",autoReverse:\"autoReverse\",azimuth:0,baseFrequency:\"baseFrequency\",baseProfile:\"baseProfile\",baselineShift:\"baseline-shift\",bbox:0,begin:0,bias:0,by:0,calcMode:\"calcMode\",capHeight:\"cap-height\",clip:0,clipPath:\"clip-path\",clipRule:\"clip-rule\",clipPathUnits:\"clipPathUnits\",colorInterpolation:\"color-interpolation\",colorInterpolationFilters:\"color-interpolation-filters\",colorProfile:\"color-profile\",colorRendering:\"color-rendering\",contentScriptType:\"contentScriptType\",contentStyleType:\"contentStyleType\",cursor:0,cx:0,cy:0,d:0,decelerate:0,descent:0,diffuseConstant:\"diffuseConstant\",direction:0,display:0,divisor:0,dominantBaseline:\"dominant-baseline\",dur:0,dx:0,dy:0,edgeMode:\"edgeMode\",elevation:0,enableBackground:\"enable-background\",end:0,exponent:0,externalResourcesRequired:\"externalResourcesRequired\",fill:0,fillOpacity:\"fill-opacity\",fillRule:\"fill-rule\",filter:0,filterRes:\"filterRes\",filterUnits:\"filterUnits\",floodColor:\"flood-color\",floodOpacity:\"flood-opacity\",focusable:0,fontFamily:\"font-family\",fontSize:\"font-size\",fontSizeAdjust:\"font-size-adjust\",fontStretch:\"font-stretch\",fontStyle:\"font-style\",fontVariant:\"font-variant\",fontWeight:\"font-weight\",format:0,from:0,fx:0,fy:0,g1:0,g2:0,glyphName:\"glyph-name\",glyphOrientationHorizontal:\"glyph-orientation-horizontal\",glyphOrientationVertical:\"glyph-orientation-vertical\",glyphRef:\"glyphRef\",gradientTransform:\"gradientTransform\",gradientUnits:\"gradientUnits\",hanging:0,horizAdvX:\"horiz-adv-x\",horizOriginX:\"horiz-origin-x\",ideographic:0,imageRendering:\"image-rendering\",in:0,in2:0,intercept:0,k:0,k1:0,k2:0,k3:0,k4:0,kernelMatrix:\"kernelMatrix\",kernelUnitLength:\"kernelUnitLength\",kerning:0,keyPoints:\"keyPoints\",keySplines:\"keySplines\",keyTimes:\"keyTimes\",lengthAdjust:\"lengthAdjust\",letterSpacing:\"letter-spacing\",lightingColor:\"lighting-color\",limitingConeAngle:\"limitingConeAngle\",local:0,markerEnd:\"marker-end\",markerMid:\"marker-mid\",markerStart:\"marker-start\",markerHeight:\"markerHeight\",markerUnits:\"markerUnits\",markerWidth:\"markerWidth\",mask:0,maskContentUnits:\"maskContentUnits\",maskUnits:\"maskUnits\",mathematical:0,mode:0,numOctaves:\"numOctaves\",offset:0,opacity:0,operator:0,order:0,orient:0,orientation:0,origin:0,overflow:0,overlinePosition:\"overline-position\",overlineThickness:\"overline-thickness\",paintOrder:\"paint-order\",panose1:\"panose-1\",pathLength:\"pathLength\",patternContentUnits:\"patternContentUnits\",patternTransform:\"patternTransform\",patternUnits:\"patternUnits\",pointerEvents:\"pointer-events\",points:0,pointsAtX:\"pointsAtX\",pointsAtY:\"pointsAtY\",pointsAtZ:\"pointsAtZ\",preserveAlpha:\"preserveAlpha\",preserveAspectRatio:\"preserveAspectRatio\",primitiveUnits:\"primitiveUnits\",r:0,radius:0,refX:\"refX\",refY:\"refY\",renderingIntent:\"rendering-intent\",repeatCount:\"repeatCount\",repeatDur:\"repeatDur\",requiredExtensions:\"requiredExtensions\",requiredFeatures:\"requiredFeatures\",restart:0,result:0,rotate:0,rx:0,ry:0,scale:0,seed:0,shapeRendering:\"shape-rendering\",slope:0,spacing:0,specularConstant:\"specularConstant\",specularExponent:\"specularExponent\",speed:0,spreadMethod:\"spreadMethod\",startOffset:\"startOffset\",stdDeviation:\"stdDeviation\",stemh:0,stemv:0,stitchTiles:\"stitchTiles\",stopColor:\"stop-color\",stopOpacity:\"stop-opacity\",strikethroughPosition:\"strikethrough-position\",strikethroughThickness:\"strikethrough-thickness\",string:0,stroke:0,strokeDasharray:\"stroke-dasharray\",strokeDashoffset:\"stroke-dashoffset\",strokeLinecap:\"stroke-linecap\",strokeLinejoin:\"stroke-linejoin\",strokeMiterlimit:\"stroke-miterlimit\",strokeOpacity:\"stroke-opacity\",strokeWidth:\"stroke-width\",surfaceScale:\"surfaceScale\",systemLanguage:\"systemLanguage\",tableValues:\"tableValues\",targetX:\"targetX\",targetY:\"targetY\",textAnchor:\"text-anchor\",textDecoration:\"text-decoration\",textRendering:\"text-rendering\",textLength:\"textLength\",to:0,transform:0,u1:0,u2:0,underlinePosition:\"underline-position\",underlineThickness:\"underline-thickness\",unicode:0,unicodeBidi:\"unicode-bidi\",unicodeRange:\"unicode-range\",unitsPerEm:\"units-per-em\",vAlphabetic:\"v-alphabetic\",vHanging:\"v-hanging\",vIdeographic:\"v-ideographic\",vMathematical:\"v-mathematical\",values:0,vectorEffect:\"vector-effect\",version:0,vertAdvY:\"vert-adv-y\",vertOriginX:\"vert-origin-x\",vertOriginY:\"vert-origin-y\",viewBox:\"viewBox\",viewTarget:\"viewTarget\",visibility:0,widths:0,wordSpacing:\"word-spacing\",writingMode:\"writing-mode\",x:0,xHeight:\"x-height\",x1:0,x2:0,xChannelSelector:\"xChannelSelector\",xlinkActuate:\"xlink:actuate\",xlinkArcrole:\"xlink:arcrole\",xlinkHref:\"xlink:href\",xlinkRole:\"xlink:role\",xlinkShow:\"xlink:show\",xlinkTitle:\"xlink:title\",xlinkType:\"xlink:type\",xmlBase:\"xml:base\",xmlns:0,xmlnsXlink:\"xmlns:xlink\",xmlLang:\"xml:lang\",xmlSpace:\"xml:space\",y:0,y1:0,y2:0,yChannelSelector:\"yChannelSelector\",z:0,zoomAndPan:\"zoomAndPan\"},o={Properties:{},DOMAttributeNamespaces:{xlinkActuate:r.xlink,xlinkArcrole:r.xlink,xlinkHref:r.xlink,xlinkRole:r.xlink,xlinkShow:r.xlink,xlinkTitle:r.xlink,xlinkType:r.xlink,xmlBase:r.xml,xmlLang:r.xml,xmlSpace:r.xml},DOMAttributeNames:{}};Object.keys(i).forEach(function(t){o.Properties[t]=0,i[t]&&(o.DOMAttributeNames[t]=i[t])}),t.exports=o},function(t,e,n){\"use strict\";function r(t){if(\"selectionStart\"in t&&c.hasSelectionCapabilities(t))return{start:t.selectionStart,end:t.selectionEnd};if(window.getSelection){var e=window.getSelection();return{anchorNode:e.anchorNode,anchorOffset:e.anchorOffset,focusNode:e.focusNode,focusOffset:e.focusOffset}}if(document.selection){var n=document.selection.createRange();return{parentElement:n.parentElement(),text:n.text,top:n.boundingTop,left:n.boundingLeft}}}function i(t,e){if(y||null==v||v!==l())return null;var n=r(v);if(!m||!p(m,n)){m=n;var i=s.getPooled(d.select,g,t,e);return i.type=\"select\",i.target=v,o.accumulateTwoPhaseDispatches(i),i}return null}var o=n(23),a=n(6),u=n(4),c=n(166),s=n(14),l=n(155),f=n(175),p=n(81),h=a.canUseDOM&&\"documentMode\"in document&&document.documentMode<=11,d={select:{phasedRegistrationNames:{bubbled:\"onSelect\",captured:\"onSelectCapture\"},dependencies:[\"topBlur\",\"topContextMenu\",\"topFocus\",\"topKeyDown\",\"topKeyUp\",\"topMouseDown\",\"topMouseUp\",\"topSelectionChange\"]}},v=null,g=null,m=null,y=!1,_=!1,b={eventTypes:d,extractEvents:function(t,e,n,r){if(!_)return null;var o=e?u.getNodeFromInstance(e):window;switch(t){case\"topFocus\":(f(o)||\"true\"===o.contentEditable)&&(v=o,g=e,m=null);break;case\"topBlur\":v=null,g=null,m=null;break;case\"topMouseDown\":y=!0;break;case\"topContextMenu\":case\"topMouseUp\":return y=!1,i(n,r);case\"topSelectionChange\":if(h)break;case\"topKeyDown\":case\"topKeyUp\":return i(n,r)}return null},didPutListener:function(t,e,n){\"onSelect\"===e&&(_=!0)}};t.exports=b},function(t,e,n){\"use strict\";function r(t){return\".\"+t._rootNodeID}function i(t){return\"button\"===t||\"input\"===t||\"select\"===t||\"textarea\"===t}var o=n(1),a=n(153),u=n(23),c=n(4),s=n(389),l=n(390),f=n(14),p=n(393),h=n(395),d=n(54),v=n(392),g=n(396),m=n(397),y=n(25),_=n(398),b=n(11),x=n(92),w=(n(0),{}),C={};[\"abort\",\"animationEnd\",\"animationIteration\",\"animationStart\",\"blur\",\"canPlay\",\"canPlayThrough\",\"click\",\"contextMenu\",\"copy\",\"cut\",\"doubleClick\",\"drag\",\"dragEnd\",\"dragEnter\",\"dragExit\",\"dragLeave\",\"dragOver\",\"dragStart\",\"drop\",\"durationChange\",\"emptied\",\"encrypted\",\"ended\",\"error\",\"focus\",\"input\",\"invalid\",\"keyDown\",\"keyPress\",\"keyUp\",\"load\",\"loadedData\",\"loadedMetadata\",\"loadStart\",\"mouseDown\",\"mouseMove\",\"mouseOut\",\"mouseOver\",\"mouseUp\",\"paste\",\"pause\",\"play\",\"playing\",\"progress\",\"rateChange\",\"reset\",\"scroll\",\"seeked\",\"seeking\",\"stalled\",\"submit\",\"suspend\",\"timeUpdate\",\"touchCancel\",\"touchEnd\",\"touchMove\",\"touchStart\",\"transitionEnd\",\"volumeChange\",\"waiting\",\"wheel\"].forEach(function(t){var e=t[0].toUpperCase()+t.slice(1),n=\"on\"+e,r=\"top\"+e,i={phasedRegistrationNames:{bubbled:n,captured:n+\"Capture\"},dependencies:[r]};w[t]=i,C[r]=i});var k={},E={eventTypes:w,extractEvents:function(t,e,n,r){var i=C[t];if(!i)return null;var a;switch(t){case\"topAbort\":case\"topCanPlay\":case\"topCanPlayThrough\":case\"topDurationChange\":case\"topEmptied\":case\"topEncrypted\":case\"topEnded\":case\"topError\":case\"topInput\":case\"topInvalid\":case\"topLoad\":case\"topLoadedData\":case\"topLoadedMetadata\":case\"topLoadStart\":case\"topPause\":case\"topPlay\":case\"topPlaying\":case\"topProgress\":case\"topRateChange\":case\"topReset\":case\"topSeeked\":case\"topSeeking\":case\"topStalled\":case\"topSubmit\":case\"topSuspend\":case\"topTimeUpdate\":case\"topVolumeChange\":case\"topWaiting\":a=f;break;case\"topKeyPress\":if(0===x(n))return null;case\"topKeyDown\":case\"topKeyUp\":a=h;break;case\"topBlur\":case\"topFocus\":a=p;break;case\"topClick\":if(2===n.button)return null;case\"topDoubleClick\":case\"topMouseDown\":case\"topMouseMove\":case\"topMouseUp\":case\"topMouseOut\":case\"topMouseOver\":case\"topContextMenu\":a=d;break;case\"topDrag\":case\"topDragEnd\":case\"topDragEnter\":case\"topDragExit\":case\"topDragLeave\":case\"topDragOver\":case\"topDragStart\":case\"topDrop\":a=v;break;case\"topTouchCancel\":case\"topTouchEnd\":case\"topTouchMove\":case\"topTouchStart\":a=g;break;case\"topAnimationEnd\":case\"topAnimationIteration\":case\"topAnimationStart\":a=s;break;case\"topTransitionEnd\":a=m;break;case\"topScroll\":a=y;break;case\"topWheel\":a=_;break;case\"topCopy\":case\"topCut\":case\"topPaste\":a=l}a||o(\"86\",t);var c=a.getPooled(i,e,n,r);return u.accumulateTwoPhaseDispatches(c),c},didPutListener:function(t,e,n){if(\"onClick\"===e&&!i(t._tag)){var o=r(t),u=c.getNodeFromInstance(t);k[o]||(k[o]=a.listen(u,\"click\",b))}},willDeleteListener:function(t,e){if(\"onClick\"===e&&!i(t._tag)){var n=r(t);k[n].remove(),delete k[n]}}};t.exports=E},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={animationName:null,elapsedTime:null,pseudoElement:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={clipboardData:function(t){return\"clipboardData\"in t?t.clipboardData:window.clipboardData}};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={data:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(54),o={dataTransfer:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(25),o={relatedTarget:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={data:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(25),o=n(92),a=n(403),u=n(93),c={key:a,location:null,ctrlKey:null,shiftKey:null,altKey:null,metaKey:null,repeat:null,locale:null,getModifierState:u,charCode:function(t){return\"keypress\"===t.type?o(t):0},keyCode:function(t){return\"keydown\"===t.type||\"keyup\"===t.type?t.keyCode:0},which:function(t){return\"keypress\"===t.type?o(t):\"keydown\"===t.type||\"keyup\"===t.type?t.keyCode:0}};i.augmentClass(r,c),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(25),o=n(93),a={touches:null,targetTouches:null,changedTouches:null,altKey:null,metaKey:null,ctrlKey:null,shiftKey:null,getModifierState:o};i.augmentClass(r,a),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={propertyName:null,elapsedTime:null,pseudoElement:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(54),o={deltaX:function(t){return\"deltaX\"in t?t.deltaX:\"wheelDeltaX\"in t?-t.wheelDeltaX:0},deltaY:function(t){return\"deltaY\"in t?t.deltaY:\"wheelDeltaY\"in t?-t.wheelDeltaY:\"wheelDelta\"in t?-t.wheelDelta:0},deltaZ:null,deltaMode:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t){for(var e=1,n=0,r=0,o=t.length,a=-4&o;r<a;){for(var u=Math.min(r+4096,a);r<u;r+=4)n+=(e+=t.charCodeAt(r))+(e+=t.charCodeAt(r+1))+(e+=t.charCodeAt(r+2))+(e+=t.charCodeAt(r+3));e%=i,n%=i}for(;r<o;r++)n+=e+=t.charCodeAt(r);return e%=i,n%=i,e|n<<16}var i=65521;t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){if(null==e||\"boolean\"==typeof e||\"\"===e)return\"\";var i=isNaN(e);if(r||i||0===e||o.hasOwnProperty(t)&&o[t])return\"\"+e;if(\"string\"==typeof e){e=e.trim()}return e+\"px\"}var i=n(158),o=(n(2),i.isUnitlessNumber);t.exports=r},function(t,e,n){\"use strict\";function r(t){if(null==t)return null;if(1===t.nodeType)return t;var e=a.get(t);if(e)return e=u(e),e?o.getNodeFromInstance(e):null;\"function\"==typeof t.render?i(\"44\"):i(\"45\",Object.keys(t))}var i=n(1),o=(n(15),n(4)),a=n(39),u=n(171);n(0),n(2);t.exports=r},function(t,e,n){\"use strict\";(function(e){function r(t,e,n,r){if(t&&\"object\"==typeof t){var i=t,o=void 0===i[n];o&&null!=e&&(i[n]=e)}}function i(t,e){if(null==t)return t;var n={};return o(t,r,n),n}var o=(n(85),n(177));n(2);void 0!==e&&e.env,t.exports=i}).call(e,n(156))},function(t,e,n){\"use strict\";function r(t){if(t.key){var e=o[t.key]||t.key;if(\"Unidentified\"!==e)return e}if(\"keypress\"===t.type){var n=i(t);return 13===n?\"Enter\":String.fromCharCode(n)}return\"keydown\"===t.type||\"keyup\"===t.type?a[t.keyCode]||\"Unidentified\":\"\"}var i=n(92),o={Esc:\"Escape\",Spacebar:\" \",Left:\"ArrowLeft\",Up:\"ArrowUp\",Right:\"ArrowRight\",Down:\"ArrowDown\",Del:\"Delete\",Win:\"OS\",Menu:\"ContextMenu\",Apps:\"ContextMenu\",Scroll:\"ScrollLock\",MozPrintableKey:\"Unidentified\"},a={8:\"Backspace\",9:\"Tab\",12:\"Clear\",13:\"Enter\",16:\"Shift\",17:\"Control\",18:\"Alt\",19:\"Pause\",20:\"CapsLock\",27:\"Escape\",32:\" \",33:\"PageUp\",34:\"PageDown\",35:\"End\",36:\"Home\",37:\"ArrowLeft\",38:\"ArrowUp\",39:\"ArrowRight\",40:\"ArrowDown\",45:\"Insert\",46:\"Delete\",112:\"F1\",113:\"F2\",114:\"F3\",115:\"F4\",116:\"F5\",117:\"F6\",118:\"F7\",119:\"F8\",120:\"F9\",121:\"F10\",122:\"F11\",123:\"F12\",144:\"NumLock\",145:\"ScrollLock\",224:\"Meta\"};t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=t&&(i&&t[i]||t[o]);if(\"function\"==typeof e)return e}var i=\"function\"==typeof Symbol&&Symbol.iterator,o=\"@@iterator\";t.exports=r},function(t,e,n){\"use strict\";function r(t){for(;t&&t.firstChild;)t=t.firstChild;return t}function i(t){for(;t;){if(t.nextSibling)return t.nextSibling;t=t.parentNode}}function o(t,e){for(var n=r(t),o=0,a=0;n;){if(3===n.nodeType){if(a=o+n.textContent.length,o<=e&&a>=e)return{node:n,offset:e-o};o=a}n=r(i(n))}}t.exports=o},function(t,e,n){\"use strict\";function r(t,e){var n={};return n[t.toLowerCase()]=e.toLowerCase(),n[\"Webkit\"+t]=\"webkit\"+e,n[\"Moz\"+t]=\"moz\"+e,n[\"ms\"+t]=\"MS\"+e,n[\"O\"+t]=\"o\"+e.toLowerCase(),n}function i(t){if(u[t])return u[t];if(!a[t])return t;var e=a[t];for(var n in e)if(e.hasOwnProperty(n)&&n in c)return u[t]=e[n];return\"\"}var o=n(6),a={animationend:r(\"Animation\",\"AnimationEnd\"),animationiteration:r(\"Animation\",\"AnimationIteration\"),animationstart:r(\"Animation\",\"AnimationStart\"),transitionend:r(\"Transition\",\"TransitionEnd\")},u={},c={};o.canUseDOM&&(c=document.createElement(\"div\").style,\"AnimationEvent\"in window||(delete a.animationend.animation,delete a.animationiteration.animation,delete a.animationstart.animation),\"TransitionEvent\"in window||delete a.transitionend.transition),t.exports=i},function(t,e,n){\"use strict\";function r(t){return'\"'+i(t)+'\"'}var i=n(56);t.exports=r},function(t,e,n){\"use strict\";var r=n(167);t.exports=r.renderSubtreeIntoContainer},function(t,e,n){\"use strict\";function r(t,e){var n=l.extractSingleTouch(e);return n?n[t.page]:t.page in e?e[t.page]:e[t.client]+f[t.envScroll]}function i(t,e){var n=r(b.x,e),i=r(b.y,e);return Math.pow(Math.pow(n-t.x,2)+Math.pow(i-t.y,2),.5)}function o(t){return{tapMoveThreshold:g,ignoreMouseThreshold:m,eventTypes:C,extractEvents:function(e,n,o,a){if(!h(e)&&!d(e))return null;if(v(e))_=k();else if(t(_,k()))return null;var u=null,l=i(y,o);return d(e)&&l<g&&(u=s.getPooled(C.touchTap,n,o,a)),h(e)?(y.x=r(b.x,o),y.y=r(b.y,o)):d(e)&&(y.x=0,y.y=0),c.accumulateTwoPhaseDispatches(u),u}}}var a=n(353),u=n(52),c=n(23),s=n(25),l=n(410),f=n(90),p=n(340),h=(a.topLevelTypes,u.isStartish),d=u.isEndish,v=function(t){return[\"topTouchCancel\",\"topTouchEnd\",\"topTouchStart\",\"topTouchMove\"].indexOf(t)>=0},g=10,m=750,y={x:null,y:null},_=null,b={x:{page:\"pageX\",client:\"clientX\",envScroll:\"currentPageScrollLeft\"},y:{page:\"pageY\",client:\"clientY\",envScroll:\"currentPageScrollTop\"}},x=[\"topTouchStart\",\"topTouchCancel\",\"topTouchEnd\",\"topTouchMove\"],w=[\"topMouseDown\",\"topMouseMove\",\"topMouseUp\"].concat(x),C={touchTap:{phasedRegistrationNames:{bubbled:p({onTouchTap:null}),captured:p({onTouchTapCapture:null})},dependencies:w}},k=function(){return Date.now?Date.now:function(){return+new Date}}();t.exports=o},function(t,e){var n={extractSingleTouch:function(t){var e=t.touches,n=t.changedTouches,r=e&&e.length>0,i=n&&n.length>0;return!r&&i?n[0]:r?e[0]:t}};t.exports=n},function(t,e){t.exports=function(t,e){if(t&&e-t<750)return!0}},function(t,e,n){\"use strict\";function r(t){var e={\"=\":\"=0\",\":\":\"=2\"};return\"$\"+(\"\"+t).replace(/[=:]/g,function(t){return e[t]})}function i(t){var e=/(=0|=2)/g,n={\"=0\":\"=\",\"=2\":\":\"};return(\"\"+(\".\"===t[0]&&\"$\"===t[1]?t.substring(2):t.substring(1))).replace(e,function(t){return n[t]})}var o={escape:r,unescape:i};t.exports=o},function(t,e,n){\"use strict\";var r=n(40),i=(n(0),function(t){var e=this;if(e.instancePool.length){var n=e.instancePool.pop();return e.call(n,t),n}return new e(t)}),o=function(t,e){var n=this;if(n.instancePool.length){var r=n.instancePool.pop();return n.call(r,t,e),r}return new n(t,e)},a=function(t,e,n){var r=this;if(r.instancePool.length){var i=r.instancePool.pop();return r.call(i,t,e,n),i}return new r(t,e,n)},u=function(t,e,n,r){var i=this;if(i.instancePool.length){var o=i.instancePool.pop();return i.call(o,t,e,n,r),o}return new i(t,e,n,r)},c=function(t){var e=this;t instanceof e||r(\"25\"),t.destructor(),e.instancePool.length<e.poolSize&&e.instancePool.push(t)},s=i,l=function(t,e){var n=t;return n.instancePool=[],n.getPooled=e||s,n.poolSize||(n.poolSize=10),n.release=c,n},f={addPoolingTo:l,oneArgumentPooler:i,twoArgumentPooler:o,threeArgumentPooler:a,fourArgumentPooler:u};t.exports=f},function(t,e,n){\"use strict\";function r(t){return(\"\"+t).replace(b,\"$&/\")}function i(t,e){this.func=t,this.context=e,this.count=0}function o(t,e,n){var r=t.func,i=t.context;r.call(i,e,t.count++)}function a(t,e,n){if(null==t)return t;var r=i.getPooled(e,n);m(t,o,r),i.release(r)}function u(t,e,n,r){this.result=t,this.keyPrefix=e,this.func=n,this.context=r,this.count=0}function c(t,e,n){var i=t.result,o=t.keyPrefix,a=t.func,u=t.context,c=a.call(u,e,t.count++);Array.isArray(c)?s(c,i,n,g.thatReturnsArgument):null!=c&&(v.isValidElement(c)&&(c=v.cloneAndReplaceKey(c,o+(!c.key||e&&e.key===c.key?\"\":r(c.key)+\"/\")+n)),i.push(c))}function s(t,e,n,i,o){var a=\"\";null!=n&&(a=r(n)+\"/\");var s=u.getPooled(e,a,i,o);m(t,c,s),u.release(s)}function l(t,e,n){if(null==t)return t;var r=[];return s(t,r,null,e,n),r}function f(t,e,n){return null}function p(t,e){return m(t,f,null)}function h(t){var e=[];return s(t,e,null,g.thatReturnsArgument),e}var d=n(413),v=n(27),g=n(11),m=n(423),y=d.twoArgumentPooler,_=d.fourArgumentPooler,b=/\\/+/g;i.prototype.destructor=function(){this.func=null,this.context=null,this.count=0},d.addPoolingTo(i,y),u.prototype.destructor=function(){this.result=null,this.keyPrefix=null,this.func=null,this.context=null,this.count=0},d.addPoolingTo(u,_);var x={forEach:a,map:l,mapIntoWithKeyPrefixInternal:s,count:p,toArray:h};t.exports=x},function(t,e,n){\"use strict\";var r=n(27),i=r.createFactory,o={a:i(\"a\"),abbr:i(\"abbr\"),address:i(\"address\"),area:i(\"area\"),article:i(\"article\"),aside:i(\"aside\"),audio:i(\"audio\"),b:i(\"b\"),base:i(\"base\"),bdi:i(\"bdi\"),bdo:i(\"bdo\"),big:i(\"big\"),blockquote:i(\"blockquote\"),body:i(\"body\"),br:i(\"br\"),button:i(\"button\"),canvas:i(\"canvas\"),caption:i(\"caption\"),cite:i(\"cite\"),code:i(\"code\"),col:i(\"col\"),colgroup:i(\"colgroup\"),data:i(\"data\"),datalist:i(\"datalist\"),dd:i(\"dd\"),del:i(\"del\"),details:i(\"details\"),dfn:i(\"dfn\"),dialog:i(\"dialog\"),div:i(\"div\"),dl:i(\"dl\"),dt:i(\"dt\"),em:i(\"em\"),embed:i(\"embed\"),fieldset:i(\"fieldset\"),figcaption:i(\"figcaption\"),figure:i(\"figure\"),footer:i(\"footer\"),form:i(\"form\"),h1:i(\"h1\"),h2:i(\"h2\"),h3:i(\"h3\"),h4:i(\"h4\"),h5:i(\"h5\"),h6:i(\"h6\"),head:i(\"head\"),header:i(\"header\"),hgroup:i(\"hgroup\"),hr:i(\"hr\"),html:i(\"html\"),i:i(\"i\"),iframe:i(\"iframe\"),img:i(\"img\"),input:i(\"input\"),ins:i(\"ins\"),kbd:i(\"kbd\"),keygen:i(\"keygen\"),label:i(\"label\"),legend:i(\"legend\"),li:i(\"li\"),link:i(\"link\"),main:i(\"main\"),map:i(\"map\"),mark:i(\"mark\"),menu:i(\"menu\"),menuitem:i(\"menuitem\"),meta:i(\"meta\"),meter:i(\"meter\"),nav:i(\"nav\"),noscript:i(\"noscript\"),object:i(\"object\"),ol:i(\"ol\"),optgroup:i(\"optgroup\"),option:i(\"option\"),output:i(\"output\"),p:i(\"p\"),param:i(\"param\"),picture:i(\"picture\"),pre:i(\"pre\"),progress:i(\"progress\"),q:i(\"q\"),rp:i(\"rp\"),rt:i(\"rt\"),ruby:i(\"ruby\"),s:i(\"s\"),samp:i(\"samp\"),script:i(\"script\"),section:i(\"section\"),select:i(\"select\"),small:i(\"small\"),source:i(\"source\"),span:i(\"span\"),strong:i(\"strong\"),style:i(\"style\"),sub:i(\"sub\"),summary:i(\"summary\"),sup:i(\"sup\"),table:i(\"table\"),tbody:i(\"tbody\"),td:i(\"td\"),textarea:i(\"textarea\"),tfoot:i(\"tfoot\"),th:i(\"th\"),thead:i(\"thead\"),time:i(\"time\"),title:i(\"title\"),tr:i(\"tr\"),track:i(\"track\"),u:i(\"u\"),ul:i(\"ul\"),var:i(\"var\"),video:i(\"video\"),wbr:i(\"wbr\"),circle:i(\"circle\"),clipPath:i(\"clipPath\"),defs:i(\"defs\"),ellipse:i(\"ellipse\"),g:i(\"g\"),image:i(\"image\"),line:i(\"line\"),linearGradient:i(\"linearGradient\"),mask:i(\"mask\"),path:i(\"path\"),pattern:i(\"pattern\"),polygon:i(\"polygon\"),polyline:i(\"polyline\"),radialGradient:i(\"radialGradient\"),rect:i(\"rect\"),stop:i(\"stop\"),svg:i(\"svg\"),text:i(\"text\"),tspan:i(\"tspan\")};t.exports=o},function(t,e,n){\"use strict\";var r=n(27),i=r.isValidElement,o=n(157);t.exports=o(i)},function(t,e,n){\"use strict\";t.exports=\"15.6.2\"},function(t,e,n){\"use strict\";var r=n(178),i=r.Component,o=n(27),a=o.isValidElement,u=n(181),c=n(191);t.exports=c(i,a,u)},function(t,e,n){\"use strict\";function r(t){var e=t&&(i&&t[i]||t[o]);if(\"function\"==typeof e)return e}var i=\"function\"==typeof Symbol&&Symbol.iterator,o=\"@@iterator\";t.exports=r},function(t,e,n){\"use strict\";function r(){return i++}var i=1;t.exports=r},function(t,e,n){\"use strict\";var r=function(){};t.exports=r},function(t,e,n){\"use strict\";function r(t){return o.isValidElement(t)||i(\"143\"),t}var i=n(40),o=n(27);n(0);t.exports=r},function(t,e,n){\"use strict\";function r(t,e){return t&&\"object\"==typeof t&&null!=t.key?s.escape(t.key):e.toString(36)}function i(t,e,n,o){var p=typeof t;if(\"undefined\"!==p&&\"boolean\"!==p||(t=null),null===t||\"string\"===p||\"number\"===p||\"object\"===p&&t.$$typeof===u)return n(o,t,\"\"===e?l+r(t,0):e),1;var h,d,v=0,g=\"\"===e?l:e+f;if(Array.isArray(t))for(var m=0;m<t.length;m++)h=t[m],d=g+r(h,m),v+=i(h,d,n,o);else{var y=c(t);if(y){var _,b=y.call(t);if(y!==t.entries)for(var x=0;!(_=b.next()).done;)h=_.value,d=g+r(h,x++),v+=i(h,d,n,o);else for(;!(_=b.next()).done;){var w=_.value;w&&(h=w[1],d=g+s.escape(w[0])+f+r(h,0),v+=i(h,d,n,o))}}else if(\"object\"===p){var C=\"\",k=String(t);a(\"31\",\"[object Object]\"===k?\"object with keys {\"+Object.keys(t).join(\", \")+\"}\":k,C)}}return v}function o(t,e,n){return null==t?0:i(t,\"\",e,n)}var a=n(40),u=(n(15),n(180)),c=n(419),s=(n(0),n(412)),l=(n(2),\".\"),f=\":\";t.exports=o}]);</script>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x684 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import shap\n",
    "shap.initjs()\n",
    "explainer = shap.LinearExplainer(model, X_train, feature_dependence=\"independent\")\n",
    "shap_values = explainer.shap_values(X_test)\n",
    "X_test_array = X_test.toarray()\n",
    "shap.summary_plot(shap_values, X_test_array, feature_names=vectorizer.get_feature_names())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id='i7YKF8YQ5QZB2G2DGGVZ8'>\n",
       "<div style='color: #900; text-align: center;'>\n",
       "  <b>Visualization omitted, Javascript library not loaded!</b><br>\n",
       "  Have you run `initjs()` in this notebook? If this notebook was from another\n",
       "  user you must also trust this notebook (File -> Trust notebook). If you are viewing\n",
       "  this notebook on github the Javascript has been stripped for security. If you are using\n",
       "  JupyterLab this error is because a JupyterLab extension has not yet been written.\n",
       "</div></div>\n",
       " <script>\n",
       "   if (window.SHAP) SHAP.ReactDom.render(\n",
       "    SHAP.React.createElement(SHAP.AdditiveForceVisualizer, {\"outNames\": [\"output value\"], \"baseValue\": -3.376442734345092e-17, \"outValue\": -0.0015663882411619864, \"link\": \"identity\", \"featureNames\": [\"ability\", \"able\", \"access\", \"according\", \"accounting\", \"accountread\", \"accounttrade\", \"accrue\", \"acronym\", \"across\", \"act\", \"active\", \"actively\", \"activelymanaged\", \"activity\", \"addition\", \"additional\", \"administrative\", \"advantages\", \"allocated\", \"allows\", \"along\", \"also\", \"alternative\", \"although\", \"among\", \"amount\", \"annoyance\", \"annual\", \"anyone\", \"ap\", \"appeal\", \"appears\", \"approach\", \"apscreationwhen\", \"arent\", \"armed\", \"asset\", \"assethow\", \"assets\", \"assetsannalouise\", \"assetsfor\", \"assetsredemption\", \"associated\", \"attempt\", \"attributes\", \"august\", \"authorized\", \"available\", \"average\", \"averagesector\", \"aware\", \"away\", \"back\", \"backed\", \"bank\", \"banking\", \"bankingfocused\", \"banks\", \"basics\", \"basis\", \"basket\", \"bbhcommodity\", \"become\", \"benefit\", \"benefits\", \"best\", \"better\", \"betterment\", \"big\", \"biggest\", \"biotech\", \"blocssector\", \"board\", \"bond\", \"bonds\", \"bondscalled\", \"bondsindustry\", \"borderline\", \"bought\", \"bring\", \"broad\", \"broader\", \"broadmarket\", \"broker\", \"brokerages\", \"brokerdealers\", \"brokers\", \"brought\", \"bubbles\", \"building\", \"bullion\", \"bundle\", \"burdens\", \"burdenshopping\", \"business\", \"button\", \"buy\", \"buyers\", \"buying\", \"buyingthe\", \"buys\", \"called\", \"canadian\", \"capital\", \"care\", \"carry\", \"case\", \"cash\", \"categories\", \"categorized\", \"certain\", \"change\", \"changing\", \"charge\", \"charges\", \"cheap\", \"cheapness\", \"check\", \"chicago\", \"choice\", \"click\", \"clicks\", \"close\", \"closean\", \"closer\", \"closesetfs\", \"coffee\", \"collectible\", \"collection\", \"combination\", \"combine\", \"come\", \"comes\", \"commission\", \"commissions\", \"commissionsrisk\", \"commodities\", \"commodity\", \"common\", \"companies\", \"company\", \"companybuyers\", \"compare\", \"compensate\", \"complement\", \"complexity\", \"components\", \"comprise\", \"concentration\", \"conditions\", \"cons\", \"consider\", \"considered\", \"considers\", \"construct\", \"contain\", \"contains\", \"contraction\", \"contracts\", \"corporate\", \"correlated\", \"cost\", \"costs\", \"costsone\", \"could\", \"countries\", \"country\", \"course\", \"cover\", \"crashes\", \"create\", \"created\", \"creates\", \"creating\", \"creation\", \"creationcreation\", \"crisis\", \"crude\", \"currencies\", \"current\", \"currently\", \"cybersecurity\", \"cycles\", \"data\", \"date\", \"day\", \"decide\", \"decided\", \"decline\", \"declines\", \"decreased\", \"decreases\", \"dedicated\", \"delivers\", \"demand\", \"depending\", \"deposit\", \"designed\", \"designs\", \"determine\", \"determines\", \"dia\", \"differ\", \"different\", \"disadvantages\", \"disclosed\", \"discount\", \"discountimagine\", \"diverse\", \"diversification\", \"diversificationan\", \"diversificationetfs\", \"diversificationlack\", \"diversified\", \"diversify\", \"divided\", \"dividend\", \"dividends\", \"doesnt\", \"dollarinverse\", \"dominate\", \"done\", \"dont\", \"double\", \"dow\", \"drop\", \"dropped\", \"earn\", \"earned\", \"earnings\", \"ease\", \"easily\", \"easilyconcerns\", \"easy\", \"eating\", \"efficient\", \"effort\", \"either\", \"else\", \"embark\", \"end\", \"energy\", \"enough\", \"entitled\", \"equal\", \"equally\", \"equilibrium\", \"equity\", \"especially\", \"etf\", \"etfan\", \"etfcom\", \"etfs\", \"etfsan\", \"etfsbelow\", \"etfsbond\", \"etfsetf\", \"etfsetfs\", \"etfshow\", \"etfsits\", \"etfspros\", \"etfsshopping\", \"etfsthere\", \"etfsus\", \"etfswhile\", \"etfwant\", \"etn\", \"etns\", \"euro\", \"evaluate\", \"evaluations\", \"even\", \"everything\", \"example\", \"examples\", \"excellent\", \"except\", \"exchange\", \"exchanges\", \"exchangetraded\", \"exciting\", \"exclusive\", \"execute\", \"exist\", \"expansion\", \"expecting\", \"expense\", \"expenses\", \"expensive\", \"explosion\", \"extreme\", \"eyes\", \"factors\", \"fall\", \"featured\", \"february\", \"feeaccount\", \"fees\", \"feessingle\", \"fewer\", \"financial\", \"find\", \"finding\", \"fit\", \"fits\", \"flash\", \"flashcrashes\", \"flocked\", \"fluctuate\", \"focus\", \"focused\", \"fone\", \"foreign\", \"fragile\", \"frequently\", \"full\", \"fun\", \"function\", \"fund\", \"fundadvantages\", \"fundan\", \"fundand\", \"fundetfs\", \"fundredemptionconversely\", \"funds\", \"fundslike\", \"fundstax\", \"furtheran\", \"futures\", \"gain\", \"gains\", \"gas\", \"generally\", \"generate\", \"generated\", \"generation\", \"get\", \"getting\", \"gimmicky\", \"give\", \"giving\", \"gld\", \"global\", \"go\", \"goals\", \"gold\", \"goldcurrency\", \"good\", \"goods\", \"government\", \"greatly\", \"group\", \"growth\", \"guide\", \"hack\", \"handsoff\", \"handson\", \"happens\", \"harder\", \"hasnt\", \"haveany\", \"health\", \"heavy\", \"hedge\", \"held\", \"hence\", \"higher\", \"highly\", \"hinders\", \"hold\", \"holding\", \"holdingindexedstock\", \"holdings\", \"holds\", \"hood\", \"hook\", \"horizontals\", \"however\", \"hundreds\", \"imagine\", \"impact\", \"impactsince\", \"implications\", \"important\", \"incentive\", \"include\", \"including\", \"income\", \"inconvenience\", \"increases\", \"increasing\", \"increasingly\", \"incur\", \"index\", \"indexbased\", \"indexedstock\", \"indexes\", \"indexinvesco\", \"indexishares\", \"indexsuch\", \"individual\", \"individually\", \"individuallyan\", \"industrial\", \"industries\", \"industriesconsactivelymanaged\", \"industrieslow\", \"industriesspdr\", \"industry\", \"industrytypes\", \"inflate\", \"inflows\", \"influence\", \"inside\", \"instability\", \"institute\", \"intended\", \"interest\", \"international\", \"internationaletfs\", \"internet\", \"inverse\", \"invest\", \"invested\", \"investing\", \"investment\", \"investmentcons\", \"investmentdiversification\", \"investments\", \"investmentsetfs\", \"investmentsmany\", \"investmenttrading\", \"investopedias\", \"investor\", \"investors\", \"investorsmost\", \"investorsread\", \"invests\", \"involved\", \"involves\", \"irs\", \"ishares\", \"isolated\", \"issue\", \"issuer\", \"iwm\", \"iyr\", \"jackson\", \"jones\", \"journey\", \"keep\", \"kevin\", \"know\", \"known\", \"large\", \"largely\", \"lead\", \"leads\", \"learn\", \"less\", \"let\", \"levels\", \"liability\", \"like\", \"limit\", \"line\", \"liquidatedetfs\", \"liquidity\", \"list\", \"listed\", \"listing\", \"little\", \"local\", \"longerterm\", \"longterm\", \"look\", \"loss\", \"lot\", \"low\", \"lowcost\", \"lower\", \"lowerrisk\", \"lowvolume\", \"lump\", \"made\", \"major\", \"make\", \"makes\", \"making\", \"manage\", \"managed\", \"management\", \"manager\", \"managers\", \"mannerprosaccess\", \"many\", \"margin\", \"market\", \"marketable\", \"marketdetermined\", \"markets\", \"maturity\", \"may\", \"mean\", \"meaning\", \"meant\", \"mechanism\", \"merit\", \"merits\", \"might\", \"mimic\", \"mimicking\", \"minimum\", \"minimumpromotionnoneno\", \"minimumpromotionup\", \"mixture\", \"models\", \"modified\", \"money\", \"monthly\", \"much\", \"multiple\", \"municipal\", \"must\", \"mutual\", \"mutually\", \"name\", \"nasdaq\", \"natural\", \"nav\", \"navto\", \"necessarily\", \"need\", \"negative\", \"net\", \"new\", \"nocommission\", \"note\", \"notes\", \"nuances\", \"number\", \"occurs\", \"october\", \"offer\", \"offering\", \"offerings\", \"offset\", \"often\", \"oih\", \"oil\", \"oldest\", \"one\", \"ones\", \"onesizefitsall\", \"online\", \"open\", \"openend\", \"openended\", \"operate\", \"opinions\", \"options\", \"ordinary\", \"otherdividends\", \"others\", \"outflows\", \"outlook\", \"outperform\", \"overall\", \"ownership\", \"ownexplore\", \"owns\", \"page\", \"paid\", \"part\", \"participant\", \"participants\", \"particular\", \"partly\", \"partners\", \"passive\", \"passively\", \"passivelymanaged\", \"pay\", \"payments\", \"per\", \"perform\", \"performance\", \"periods\", \"physical\", \"picks\", \"played\", \"popular\", \"portfolio\", \"portfolioin\", \"portfolios\", \"portfoliotransparency\", \"portion\", \"possibly\", \"potential\", \"prefer\", \"preference\", \"premium\", \"price\", \"priceinvestors\", \"prices\", \"primary\", \"problems\", \"process\", \"produce\", \"product\", \"producthow\", \"productinvestors\", \"productpros\", \"products\", \"productsreal\", \"professional\", \"profit\", \"profits\", \"promotion\", \"proportion\", \"pros\", \"provide\", \"provider\", \"provides\", \"public\", \"purchase\", \"qqq\", \"qualityetf\", \"quarterly\", \"raise\", \"rate\", \"rather\", \"ratio\", \"ratios\", \"raw\", \"ready\", \"reason\", \"recommended\", \"redeem\", \"redeeming\", \"redemption\", \"redemptionthe\", \"reduce\", \"reduced\", \"reducing\", \"regular\", \"regulated\", \"regulatory\", \"reinvest\", \"reinvestments\", \"reits\", \"related\", \"relative\", \"rely\", \"remains\", \"represent\", \"represents\", \"repurchasing\", \"requirements\", \"resemble\", \"residual\", \"result\", \"resulting\", \"retirement\", \"return\", \"returns\", \"reviewopen\", \"right\", \"rise\", \"risk\", \"risky\", \"roboadvisors\", \"roles\", \"rules\", \"run\", \"russell\", \"savingshow\", \"scenario\", \"search\", \"sector\", \"sectorcommodity\", \"sectors\", \"securities\", \"securitiessuch\", \"security\", \"see\", \"seen\", \"sell\", \"sellers\", \"selling\", \"sells\", \"sense\", \"serious\", \"services\", \"set\", \"several\", \"share\", \"shareholders\", \"shares\", \"shoppers\", \"short\", \"shorting\", \"shuttered\", \"significant\", \"silver\", \"similar\", \"similarities\", \"similarly\", \"simplicity\", \"simply\", \"since\", \"single\", \"slice\", \"slightly\", \"slv\", \"small\", \"smallcap\", \"smartphones\", \"sold\", \"soldkey\", \"solution\", \"sooner\", \"sp\", \"spdr\", \"speaking\", \"specialized\", \"specific\", \"spectrum\", \"speculation\", \"sponsor\", \"spy\", \"stability\", \"stack\", \"standard\", \"started\", \"state\", \"stepsan\", \"still\", \"stock\", \"stocketf\", \"stockpile\", \"stocks\", \"stocksgenerally\", \"stocksome\", \"stocksspdr\", \"stocksthat\", \"store\", \"strategies\", \"strategy\", \"structures\", \"style\", \"subject\", \"subsequent\", \"subsidiary\", \"supply\", \"sure\", \"surfaced\", \"surviving\", \"symbols\", \"take\", \"takeawaysan\", \"target\", \"targeted\", \"tax\", \"taxed\", \"taxefficiency\", \"taxesan\", \"taxesetfs\", \"technology\", \"tend\", \"terms\", \"thats\", \"theres\", \"thesis\", \"thin\", \"things\", \"think\", \"though\", \"thousands\", \"throughout\", \"ticker\", \"tickerinvestors\", \"time\", \"timeintensive\", \"timeread\", \"today\", \"top\", \"track\", \"tracked\", \"tracking\", \"tracks\", \"trade\", \"traded\", \"tradedlike\", \"trades\", \"trading\", \"traditional\", \"transaction\", \"transactionsactivelymanaged\", \"transport\", \"trend\", \"tries\", \"trigger\", \"trillion\", \"true\", \"trust\", \"turn\", \"turnover\", \"two\", \"type\", \"types\", \"typically\", \"underlying\", \"understand\", \"unexpected\", \"ungphysicallybacked\", \"unique\", \"universe\", \"unlike\", \"unloadrisk\", \"untested\", \"upon\", \"us\", \"use\", \"used\", \"useful\", \"uso\", \"usually\", \"value\", \"values\", \"vanguard\", \"variety\", \"various\", \"vary\", \"varying\", \"versa\", \"versus\", \"verticals\", \"vice\", \"view\", \"voigtapril\", \"volumes\", \"vs\", \"wants\", \"way\", \"ways\", \"wealthfront\", \"weigh\", \"well\", \"wellknown\", \"whats\", \"whereas\", \"whether\", \"whim\", \"widely\", \"wishes\", \"within\", \"without\", \"work\", \"works\", \"world\", \"worth\", \"would\", \"write\", \"xle\", \"xlf\", \"youll\", \"zero\"], \"features\": {\"0\": {\"effect\": 2.1457549529783143e-05, \"value\": 0.029445747692161874}, \"1\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"2\": {\"effect\": 9.221887931577105e-06, \"value\": 0.029445747692161874}, \"3\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"4\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"5\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"6\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"7\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"8\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"9\": {\"effect\": -1.9334173858926453e-05, \"value\": 0.0}, \"10\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"11\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"12\": {\"effect\": 1.9446923280269665e-05, \"value\": 0.0}, \"13\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"14\": {\"effect\": 1.0597162750934075e-05, \"value\": 0.0}, \"15\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"16\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"17\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"18\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"19\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"20\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"21\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"22\": {\"effect\": 0.00018714137565227314, \"value\": 0.0}, \"23\": {\"effect\": 5.700040699723413e-05, \"value\": 0.08833724307648562}, \"24\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"25\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"26\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"27\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"28\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"29\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"30\": {\"effect\": -0.0004962816540511882, \"value\": 0.0}, \"31\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"32\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"33\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"34\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"35\": {\"effect\": 0.00010358293213727194, \"value\": 0.0}, \"36\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"37\": {\"effect\": -4.311757881673192e-05, \"value\": 0.08380356800688568}, \"38\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"39\": {\"effect\": -3.735844742293065e-05, \"value\": 0.08380356800688568}, \"40\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"41\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"42\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"43\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"44\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"45\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"46\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"47\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"48\": {\"effect\": -2.885057022813098e-06, \"value\": 0.04190178400344284}, \"49\": {\"effect\": 3.0599749063649397e-06, \"value\": 0.0}, \"50\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"51\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"52\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"53\": {\"effect\": -2.079837428322038e-05, \"value\": 0.029445747692161874}, \"54\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"55\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"56\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"57\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"58\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"59\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"60\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"61\": {\"effect\": 1.1798053236023774e-05, \"value\": 0.04190178400344284}, \"62\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"63\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"64\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"65\": {\"effect\": 9.221887931577105e-06, \"value\": 0.029445747692161874}, \"66\": {\"effect\": 3.0166378300551477e-05, \"value\": 0.02095089200172142}, \"67\": {\"effect\": -1.2505383827055671e-05, \"value\": 0.029445747692161874}, \"68\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"69\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"70\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"71\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"72\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"73\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"74\": {\"effect\": -2.4701241574015525e-05, \"value\": 0.04190178400344284}, \"75\": {\"effect\": 7.778769312107866e-05, \"value\": 0.0}, \"76\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"77\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"78\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"79\": {\"effect\": -7.038695196566505e-06, \"value\": 0.02095089200172142}, \"80\": {\"effect\": 1.729787467313907e-05, \"value\": 0.029445747692161874}, \"81\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"82\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"83\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"84\": {\"effect\": -2.7088776471911587e-05, \"value\": 0.0}, \"85\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"86\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"87\": {\"effect\": 2.7539774157284436e-05, \"value\": 0.0}, \"88\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"89\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"90\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"91\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"92\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"93\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"94\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"95\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"96\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"97\": {\"effect\": -1.81651623466064e-05, \"value\": 0.06285267600516427}, \"98\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"99\": {\"effect\": -9.148953581845652e-06, \"value\": 0.02095089200172142}, \"100\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"101\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"102\": {\"effect\": -8.716886446004865e-05, \"value\": 0.0}, \"103\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"104\": {\"effect\": -0.00011564583327422427, \"value\": 0.08833724307648562}, \"105\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"106\": {\"effect\": -2.1284789068529434e-05, \"value\": 0.029445747692161874}, \"107\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"108\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"109\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"110\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"111\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"112\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"113\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"114\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"115\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"116\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"117\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"118\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"119\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"120\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"121\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"122\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"123\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"124\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"125\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"126\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"127\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"128\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"129\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"130\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"131\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"132\": {\"effect\": 9.221887931577105e-06, \"value\": 0.029445747692161874}, \"133\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"134\": {\"effect\": 1.0597162750934075e-05, \"value\": 0.0}, \"135\": {\"effect\": 8.745894177592084e-08, \"value\": 0.02095089200172142}, \"136\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"137\": {\"effect\": -6.491378301329468e-06, \"value\": 0.06285267600516427}, \"138\": {\"effect\": 8.493887567605022e-05, \"value\": 0.02095089200172142}, \"139\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"140\": {\"effect\": 6.884943539321109e-06, \"value\": 0.0}, \"141\": {\"effect\": -2.9688893424815426e-05, \"value\": 0.06285267600516427}, \"142\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"143\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"144\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"145\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"146\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"147\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"148\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"149\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"150\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"151\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"152\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"153\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"154\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"155\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"156\": {\"effect\": -5.9532509029961837e-05, \"value\": 0.0}, \"157\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"158\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"159\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"160\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"161\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"162\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"163\": {\"effect\": 2.3848947359688245e-05, \"value\": 0.02095089200172142}, \"164\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"165\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"166\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"167\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"168\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"169\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"170\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"171\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"172\": {\"effect\": 0.00010407518091344447, \"value\": 0.08833724307648562}, \"173\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"174\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"175\": {\"effect\": 0.0001684478295027939, \"value\": 0.08833724307648562}, \"176\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"177\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"178\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"179\": {\"effect\": -7.212642557032745e-07, \"value\": 0.02095089200172142}, \"180\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"181\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"182\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"183\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"184\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"185\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"186\": {\"effect\": 7.091644629167836e-06, \"value\": 0.04190178400344284}, \"187\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"188\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"189\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"190\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"191\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"192\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"193\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"194\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"195\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"196\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"197\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"198\": {\"effect\": -0.0002058384162042339, \"value\": 0.26501172922945687}, \"199\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"200\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"201\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"202\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"203\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"204\": {\"effect\": 3.0599749063649397e-06, \"value\": 0.0}, \"205\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"206\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"207\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"208\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"209\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"210\": {\"effect\": 4.992583884830543e-05, \"value\": 0.0}, \"211\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"212\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"213\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"214\": {\"effect\": 1.0597162750934075e-05, \"value\": 0.0}, \"215\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"216\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"217\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"218\": {\"effect\": -4.4665348864606935e-05, \"value\": 0.0}, \"219\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"220\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"221\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"222\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"223\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"224\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"225\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"226\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"227\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"228\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"229\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"230\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"231\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"232\": {\"effect\": -7.212642557032745e-07, \"value\": 0.02095089200172142}, \"233\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"234\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"235\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"236\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"237\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"238\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"239\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"240\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"241\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"242\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"243\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"244\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"245\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"246\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"247\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"248\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"249\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"250\": {\"effect\": -9.57669502808094e-05, \"value\": 0.3771160560309856}, \"251\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"252\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"253\": {\"effect\": -0.0007336786604956214, \"value\": 0.5447231920447569}, \"254\": {\"effect\": -7.212642557032745e-07, \"value\": 0.02095089200172142}, \"255\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"256\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"257\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"258\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"259\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"260\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"261\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"262\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"263\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"264\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"265\": {\"effect\": -7.212642557032745e-07, \"value\": 0.02095089200172142}, \"266\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"267\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"268\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"269\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"270\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"271\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"272\": {\"effect\": 3.0599749063649397e-06, \"value\": 0.0}, \"273\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"274\": {\"effect\": -4.9700340005619e-05, \"value\": 0.0}, \"275\": {\"effect\": -4.4665348864606935e-05, \"value\": 0.0}, \"276\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"277\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"278\": {\"effect\": -7.161685472507234e-07, \"value\": 0.06285267600516427}, \"279\": {\"effect\": 2.197717327055071e-06, \"value\": 0.02095089200172142}, \"280\": {\"effect\": 4.7957806372656644e-05, \"value\": 0.02095089200172142}, \"281\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"282\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"283\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"284\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"285\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"286\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"287\": {\"effect\": -4.9700340005619e-05, \"value\": 0.0}, \"288\": {\"effect\": 1.0597162750934075e-05, \"value\": 0.0}, \"289\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"290\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"291\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"292\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"293\": {\"effect\": -7.212642557032745e-07, \"value\": 0.02095089200172142}, \"294\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"295\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"296\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"297\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"298\": {\"effect\": 0.0001520909023104293, \"value\": 0.029445747692161874}, \"299\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"300\": {\"effect\": -4.4665348864606935e-05, \"value\": 0.0}, \"301\": {\"effect\": 3.0599749063649397e-06, \"value\": 0.0}, \"302\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"303\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"304\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"305\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"306\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"307\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"308\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"309\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"310\": {\"effect\": 1.729787467313907e-05, \"value\": 0.029445747692161874}, \"311\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"312\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"313\": {\"effect\": 1.0597162750934075e-05, \"value\": 0.0}, \"314\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"315\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"316\": {\"effect\": 0.00010358293213727194, \"value\": 0.0}, \"317\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"318\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"319\": {\"effect\": -4.937969474505924e-05, \"value\": 0.06285267600516427}, \"320\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"321\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"322\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"323\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"324\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"325\": {\"effect\": 0.00039463908444161815, \"value\": 0.08380356800688568}, \"326\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"327\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"328\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"329\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"330\": {\"effect\": 5.700040699723413e-05, \"value\": 0.08833724307648562}, \"331\": {\"effect\": -2.9688893424815426e-05, \"value\": 0.06285267600516427}, \"332\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"333\": {\"effect\": -2.1284789068529434e-05, \"value\": 0.029445747692161874}, \"334\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"335\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"336\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"337\": {\"effect\": 3.0599749063649397e-06, \"value\": 0.0}, \"338\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"339\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"340\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"341\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"342\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"343\": {\"effect\": 3.634599915131879e-05, \"value\": 0.05889149538432375}, \"344\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"345\": {\"effect\": -6.429684989569162e-05, \"value\": 0.08833724307648562}, \"346\": {\"effect\": -2.885057022813098e-06, \"value\": 0.04190178400344284}, \"347\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"348\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"349\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"350\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"351\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"352\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"353\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"354\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"355\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"356\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"357\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"358\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"359\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"360\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"361\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"362\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"363\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"364\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"365\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"366\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"367\": {\"effect\": 1.9446923280269665e-05, \"value\": 0.0}, \"368\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"369\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"370\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"371\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"372\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"373\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"374\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"375\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"376\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"377\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"378\": {\"effect\": -2.0183513718451554e-06, \"value\": 0.02095089200172142}, \"379\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"380\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"381\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"382\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"383\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"384\": {\"effect\": -2.375811447823817e-05, \"value\": 0.04190178400344284}, \"385\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"386\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"387\": {\"effect\": -2.7088776471911587e-05, \"value\": 0.0}, \"388\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"389\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"390\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"391\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"392\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"393\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"394\": {\"effect\": 6.057113645440047e-08, \"value\": 0.10475446000860711}, \"395\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"396\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"397\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"398\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"399\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"400\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"401\": {\"effect\": -3.81834613477627e-05, \"value\": 0.06285267600516427}, \"402\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"403\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"404\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"405\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"406\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"407\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"408\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"409\": {\"effect\": 0.0003170443928435403, \"value\": 0.1177829907686475}, \"410\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"411\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"412\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"413\": {\"effect\": 1.0597162750934075e-05, \"value\": 0.0}, \"414\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"415\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"416\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"417\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"418\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"419\": {\"effect\": -2.1284789068529434e-05, \"value\": 0.029445747692161874}, \"420\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"421\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"422\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"423\": {\"effect\": 2.635920803561248e-06, \"value\": 0.04190178400344284}, \"424\": {\"effect\": -2.1284789068529434e-05, \"value\": 0.029445747692161874}, \"425\": {\"effect\": -0.0001915631016167649, \"value\": 0.08833724307648562}, \"426\": {\"effect\": -0.0001463418722960903, \"value\": 0.12570535201032854}, \"427\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"428\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"429\": {\"effect\": -1.1326090563929697e-05, \"value\": 0.04190178400344284}, \"430\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"431\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"432\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"433\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"434\": {\"effect\": -7.038695196566505e-06, \"value\": 0.02095089200172142}, \"435\": {\"effect\": -9.486435078150186e-05, \"value\": 0.20950892001721422}, \"436\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"437\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"438\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"439\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"440\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"441\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"442\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"443\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"444\": {\"effect\": 2.1457549529783143e-05, \"value\": 0.029445747692161874}, \"445\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"446\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"447\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"448\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"449\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"450\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"451\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"452\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"453\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"454\": {\"effect\": 2.197717327055071e-06, \"value\": 0.02095089200172142}, \"455\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"456\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"457\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"458\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"459\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"460\": {\"effect\": -2.8315226409824243e-06, \"value\": 0.02095089200172142}, \"461\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"462\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"463\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"464\": {\"effect\": -9.765946267117802e-05, \"value\": 0.14665624401204996}, \"465\": {\"effect\": 2.1457549529783143e-05, \"value\": 0.029445747692161874}, \"466\": {\"effect\": 3.634599915131879e-05, \"value\": 0.05889149538432375}, \"467\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"468\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"469\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"470\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"471\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"472\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"473\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"474\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"475\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"476\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"477\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"478\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"479\": {\"effect\": 1.729787467313907e-05, \"value\": 0.029445747692161874}, \"480\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"481\": {\"effect\": -9.502004834583615e-06, \"value\": 0.0}, \"482\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"483\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"484\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"485\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"486\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"487\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"488\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"489\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"490\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"491\": {\"effect\": 1.3425469906282218e-05, \"value\": 0.02095089200172142}, \"492\": {\"effect\": 2.69841111248388e-05, \"value\": 0.0}, \"493\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"494\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"495\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"496\": {\"effect\": 7.091644629167836e-06, \"value\": 0.04190178400344284}, \"497\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"498\": {\"effect\": -0.00015397284178427512, \"value\": 0.12570535201032854}, \"499\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"500\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"501\": {\"effect\": 0.00018669281229710587, \"value\": 0.1472287384608094}, \"502\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"503\": {\"effect\": 0.00012297046465727966, \"value\": 0.02095089200172142}, \"504\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"505\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"506\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"507\": {\"effect\": 2.1457549529783143e-05, \"value\": 0.029445747692161874}, \"508\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"509\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"510\": {\"effect\": 3.0599749063649397e-06, \"value\": 0.0}, \"511\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"512\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"513\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"514\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"515\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"516\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"517\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"518\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"519\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"520\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"521\": {\"effect\": -2.1284789068529434e-05, \"value\": 0.029445747692161874}, \"522\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"523\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"524\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"525\": {\"effect\": 0.0004986058752045505, \"value\": 0.04190178400344284}, \"526\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"527\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"528\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"529\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"530\": {\"effect\": -0.00017866139545842774, \"value\": 0.0}, \"531\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"532\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"533\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"534\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"535\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"536\": {\"effect\": 7.926109821088507e-05, \"value\": 0.05889149538432375}, \"537\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"538\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"539\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"540\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"541\": {\"effect\": -2.1304347688225583e-05, \"value\": 0.02095089200172142}, \"542\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"543\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"544\": {\"effect\": -2.0183513718451554e-06, \"value\": 0.02095089200172142}, \"545\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"546\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"547\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"548\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"549\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"550\": {\"effect\": 2.284355510312142e-05, \"value\": 0.04190178400344284}, \"551\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"552\": {\"effect\": -3.4040012726702185e-05, \"value\": 0.02095089200172142}, \"553\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"554\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"555\": {\"effect\": 1.0597162750934075e-05, \"value\": 0.0}, \"556\": {\"effect\": -1.9194089302946432e-05, \"value\": 0.02095089200172142}, \"557\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"558\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"559\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"560\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"561\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"562\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"563\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"564\": {\"effect\": -9.502004834583615e-06, \"value\": 0.0}, \"565\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"566\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"567\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"568\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"569\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"570\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"571\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"572\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"573\": {\"effect\": -4.4665348864606935e-05, \"value\": 0.0}, \"574\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"575\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"576\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"577\": {\"effect\": -2.5297906842363353e-05, \"value\": 0.06285267600516427}, \"578\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"579\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"580\": {\"effect\": 1.0597162750934075e-05, \"value\": 0.0}, \"581\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"582\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"583\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"584\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"585\": {\"effect\": -0.00017866139545842774, \"value\": 0.0}, \"586\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"587\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"588\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"589\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"590\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"591\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"592\": {\"effect\": -9.502004834583615e-06, \"value\": 0.0}, \"593\": {\"effect\": -0.00010999784276217204, \"value\": 0.0}, \"594\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"595\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"596\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"597\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"598\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"599\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"600\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"601\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"602\": {\"effect\": -4.4665348864606935e-05, \"value\": 0.0}, \"603\": {\"effect\": 0.0003011501770826806, \"value\": 0.14665624401204996}, \"604\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"605\": {\"effect\": 3.0599749063649397e-06, \"value\": 0.0}, \"606\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"607\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"608\": {\"effect\": -7.940506464819011e-05, \"value\": 0.0}, \"609\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"610\": {\"effect\": -2.1284789068529434e-05, \"value\": 0.029445747692161874}, \"611\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"612\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"613\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"614\": {\"effect\": -8.327616698132679e-05, \"value\": 0.05889149538432375}, \"615\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"616\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"617\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"618\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"619\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"620\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"621\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"622\": {\"effect\": -5.857572987402118e-06, \"value\": 0.06285267600516427}, \"623\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"624\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"625\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"626\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"627\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"628\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"629\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"630\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"631\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"632\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"633\": {\"effect\": -9.502004834583615e-06, \"value\": 0.0}, \"634\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"635\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"636\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"637\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"638\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"639\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"640\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"641\": {\"effect\": 1.729787467313907e-05, \"value\": 0.029445747692161874}, \"642\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"643\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"644\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"645\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"646\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"647\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"648\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"649\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"650\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"651\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"652\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"653\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"654\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"655\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"656\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"657\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"658\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"659\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"660\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"661\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"662\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"663\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"664\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"665\": {\"effect\": -7.940506464819011e-05, \"value\": 0.0}, \"666\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"667\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"668\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"669\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"670\": {\"effect\": 1.6129983233003153e-06, \"value\": 0.02095089200172142}, \"671\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"672\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"673\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"674\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"675\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"676\": {\"effect\": -4.4665348864606935e-05, \"value\": 0.0}, \"677\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"678\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"679\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"680\": {\"effect\": -2.8315226409824243e-06, \"value\": 0.02095089200172142}, \"681\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"682\": {\"effect\": 4.992583884830543e-05, \"value\": 0.0}, \"683\": {\"effect\": -7.450034008131514e-05, \"value\": 0.08380356800688568}, \"684\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"685\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"686\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"687\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"688\": {\"effect\": -6.82293950936375e-06, \"value\": 0.06285267600516427}, \"689\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"690\": {\"effect\": -4.704432617562914e-06, \"value\": 0.02095089200172142}, \"691\": {\"effect\": -5.9532509029961837e-05, \"value\": 0.0}, \"692\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"693\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"694\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"695\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"696\": {\"effect\": -7.212642557032745e-07, \"value\": 0.02095089200172142}, \"697\": {\"effect\": -0.00024796220514419016, \"value\": 0.0}, \"698\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"699\": {\"effect\": -0.0012330956288587307, \"value\": 0.10475446000860711}, \"700\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"701\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"702\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"703\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"704\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"705\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"706\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"707\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"708\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"709\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"710\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"711\": {\"effect\": -9.859715556367492e-05, \"value\": 0.029445747692161874}, \"712\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"713\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"714\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"715\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"716\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"717\": {\"effect\": 2.1457549529783143e-05, \"value\": 0.029445747692161874}, \"718\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"719\": {\"effect\": 2.197717327055071e-06, \"value\": 0.02095089200172142}, \"720\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"721\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"722\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"723\": {\"effect\": -8.791928138564187e-05, \"value\": 0.02095089200172142}, \"724\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"725\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"726\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"727\": {\"effect\": 1.0597162750934075e-05, \"value\": 0.0}, \"728\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"729\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"730\": {\"effect\": -4.4665348864606935e-05, \"value\": 0.0}, \"731\": {\"effect\": 2.197717327055071e-06, \"value\": 0.02095089200172142}, \"732\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"733\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"734\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"735\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"736\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"737\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"738\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"739\": {\"effect\": -8.667718349625311e-05, \"value\": 0.1885580280154928}, \"740\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"741\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"742\": {\"effect\": -0.0004897597564648916, \"value\": 0.02095089200172142}, \"743\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"744\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"745\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"746\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"747\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"748\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"749\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"750\": {\"effect\": -4.070658884426792e-05, \"value\": 0.05889149538432375}, \"751\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"752\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"753\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"754\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"755\": {\"effect\": -4.4665348864606935e-05, \"value\": 0.0}, \"756\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"757\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"758\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"759\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"760\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"761\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"762\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"763\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"764\": {\"effect\": -9.148953581845652e-06, \"value\": 0.02095089200172142}, \"765\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"766\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"767\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"768\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"769\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"770\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"771\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"772\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"773\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"774\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"775\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"776\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"777\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"778\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"779\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"780\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"781\": {\"effect\": -4.070658884426792e-05, \"value\": 0.05889149538432375}, \"782\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"783\": {\"effect\": -2.0183513718451554e-06, \"value\": 0.02095089200172142}, \"784\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"785\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"786\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"787\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"788\": {\"effect\": -2.54628963040544e-05, \"value\": 0.12570535201032854}, \"789\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"790\": {\"effect\": -2.1284789068529434e-05, \"value\": 0.029445747692161874}, \"791\": {\"effect\": -5.9532509029961837e-05, \"value\": 0.0}, \"792\": {\"effect\": -8.347476042135912e-05, \"value\": 0.02095089200172142}, \"793\": {\"effect\": -1.0950152248212993e-05, \"value\": 0.08380356800688568}, \"794\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"795\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"796\": {\"effect\": -8.791928138564187e-05, \"value\": 0.02095089200172142}, \"797\": {\"effect\": 3.634599915131879e-05, \"value\": 0.05889149538432375}, \"798\": {\"effect\": 2.1457549529783143e-05, \"value\": 0.029445747692161874}, \"799\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"800\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"801\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"802\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"803\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"804\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"805\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"806\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"807\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"808\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"809\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"810\": {\"effect\": 2.197717327055071e-06, \"value\": 0.02095089200172142}, \"811\": {\"effect\": -5.860526410098207e-06, \"value\": 0.02095089200172142}, \"812\": {\"effect\": 4.173640669848827e-05, \"value\": 0.0}, \"813\": {\"effect\": -0.00011073859426094878, \"value\": 0.12570535201032854}, \"814\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"815\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"816\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"817\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"818\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"819\": {\"effect\": -7.212642557032745e-07, \"value\": 0.02095089200172142}, \"820\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"821\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"822\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"823\": {\"effect\": -2.9757314502232954e-06, \"value\": 0.04190178400344284}, \"824\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"825\": {\"effect\": 1.5691591305403454e-05, \"value\": 0.029445747692161874}, \"826\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"827\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"828\": {\"effect\": 2.5895733034317984e-05, \"value\": 0.0}, \"829\": {\"effect\": -1.410209499136487e-05, \"value\": 0.04190178400344284}, \"830\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"831\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"832\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"833\": {\"effect\": -0.00012407041351279705, \"value\": 0.0}, \"834\": {\"effect\": 0.00010358293213727194, \"value\": 0.0}, \"835\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"836\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"837\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"838\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"839\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"840\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"841\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"842\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"843\": {\"effect\": 0.00010358293213727194, \"value\": 0.0}, \"844\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"845\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"846\": {\"effect\": 7.649937265912349e-07, \"value\": 0.0}, \"847\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"848\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"849\": {\"effect\": -7.212642557032745e-07, \"value\": 0.02095089200172142}, \"850\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"851\": {\"effect\": 5.8265399327215445e-05, \"value\": 0.0}, \"852\": {\"effect\": 0.00010358293213727194, \"value\": 0.0}, \"853\": {\"effect\": -1.9334173858926453e-05, \"value\": 0.0}, \"854\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"855\": {\"effect\": 1.0597162750934075e-05, \"value\": 0.0}, \"856\": {\"effect\": -1.9851266162047528e-05, \"value\": 0.0}, \"857\": {\"effect\": 7.18851580767648e-05, \"value\": 0.0}, \"858\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"859\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"860\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"861\": {\"effect\": -2.8315226409824243e-06, \"value\": 0.02095089200172142}, \"862\": {\"effect\": -0.00012407041351279705, \"value\": 0.0}, \"863\": {\"effect\": -6.772194117977897e-06, \"value\": 0.0}, \"864\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}, \"865\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"866\": {\"effect\": -4.962816540511882e-06, \"value\": 0.0}, \"867\": {\"effect\": -1.7116327792844212e-05, \"value\": 0.029445747692161874}, \"868\": {\"effect\": 6.473933258579496e-06, \"value\": 0.0}}, \"plot_cmap\": \"RdBu\", \"labelMargin\": 20}),\n",
       "    document.getElementById('i7YKF8YQ5QZB2G2DGGVZ8')\n",
       "  );\n",
       "</script>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ind = 0\n",
    "shap.force_plot(\n",
    "    explainer.expected_value, shap_values[ind,:], X_test_array[ind,:],\n",
    "    feature_names=vectorizer.get_feature_names())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Dùng ELI5 để giải thích"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <style>\n",
       "    table.eli5-weights tr:hover {\n",
       "        filter: brightness(85%);\n",
       "    }\n",
       "</style>\n",
       "\n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "        \n",
       "\n",
       "    \n",
       "\n",
       "        \n",
       "            \n",
       "                \n",
       "                \n",
       "    \n",
       "        <p style=\"margin-bottom: 0.5em; margin-top: 0em\">\n",
       "            <b>\n",
       "    \n",
       "        y=1\n",
       "    \n",
       "</b>\n",
       "\n",
       "top features\n",
       "        </p>\n",
       "    \n",
       "    <table class=\"eli5-weights\"\n",
       "           style=\"border-collapse: collapse; border: none; margin-top: 0em; table-layout: auto; margin-bottom: 2em;\">\n",
       "        <thead>\n",
       "        <tr style=\"border: none;\">\n",
       "            \n",
       "                <th style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\" title=\"Feature weights. Note that weights do not account for feature value scales, so if feature values have different scales, features with highest weights might not be the most important.\">\n",
       "                    Weight<sup>?</sup>\n",
       "                </th>\n",
       "            \n",
       "            <th style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">Feature</th>\n",
       "            \n",
       "        </tr>\n",
       "        </thead>\n",
       "        <tbody>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 80.00%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.016\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        shares\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 88.69%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.007\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        ap\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 89.94%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.006\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        etf\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 89.95%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.006\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        market\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 91.19%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.005\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        since\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 91.81%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.004\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        share\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 92.09%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.004\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        nav\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 92.09%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.004\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        per\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 92.09%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.004\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        industry\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 93.04%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.004\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        worth\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 93.04%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.004\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        back\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 93.04%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.004\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        various\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 93.15%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.003\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        value\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 93.15%); border: none;\">\n",
       "                <td colspan=\"2\" style=\"padding: 0 0.5em 0 0.5em; text-align: center; border: none; white-space: nowrap;\">\n",
       "                    <i>&hellip; 381 more positive &hellip;</i>\n",
       "                </td>\n",
       "            </tr>\n",
       "        \n",
       "\n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 93.06%); border: none;\">\n",
       "                <td colspan=\"2\" style=\"padding: 0 0.5em 0 0.5em; text-align: center; border: none; white-space: nowrap;\">\n",
       "                    <i>&hellip; 468 more negative &hellip;</i>\n",
       "                </td>\n",
       "            </tr>\n",
       "        \n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 93.06%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.003\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        basket\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 93.06%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.003\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        commodity\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 91.91%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.004\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        funds\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 91.32%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.005\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        investing\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 90.33%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.006\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        fees\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 89.13%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.007\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        mutual\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 86.64%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.009\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        etfs\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "\n",
       "        </tbody>\n",
       "    </table>\n",
       "\n",
       "            \n",
       "        \n",
       "\n",
       "        \n",
       "\n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import eli5\n",
    "eli5.show_weights(model, vec=vectorizer, top=20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Trực quan dự báo từng câu bằng lí thuyết xác suất"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <style>\n",
       "    table.eli5-weights tr:hover {\n",
       "        filter: brightness(85%);\n",
       "    }\n",
       "</style>\n",
       "\n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "        \n",
       "\n",
       "    \n",
       "\n",
       "        \n",
       "            \n",
       "                \n",
       "                \n",
       "    \n",
       "        <p style=\"margin-bottom: 0.5em; margin-top: 0em\">\n",
       "            <b>\n",
       "    \n",
       "        y=1\n",
       "    \n",
       "</b>\n",
       "\n",
       "    \n",
       "    (probability <b>0.674</b>, score <b>0.724</b>)\n",
       "\n",
       "top features\n",
       "        </p>\n",
       "    \n",
       "    <table class=\"eli5-weights\"\n",
       "           style=\"border-collapse: collapse; border: none; margin-top: 0em; table-layout: auto; margin-bottom: 2em;\">\n",
       "        <thead>\n",
       "        <tr style=\"border: none;\">\n",
       "            \n",
       "                <th style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\" title=\"Feature contribution already accounts for the feature value (for linear models, contribution = weight * feature value), and the sum of feature contributions is equal to the score or, for some classifiers, to the probability. Feature values are shown if &quot;show_feature_values&quot; is True.\">\n",
       "                    Contribution<sup>?</sup>\n",
       "                </th>\n",
       "            \n",
       "            <th style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">Feature</th>\n",
       "            \n",
       "        </tr>\n",
       "        </thead>\n",
       "        <tbody>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 80.62%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.307\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        killed\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 83.22%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.250\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        police\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 83.79%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.238\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        accident\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 91.46%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.095\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        died\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 92.05%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.086\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        explosion\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 93.19%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.069\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        road\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "        \n",
       "\n",
       "        \n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 80.00%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.321\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        &lt;BIAS&gt;\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "\n",
       "        </tbody>\n",
       "    </table>\n",
       "\n",
       "            \n",
       "        \n",
       "\n",
       "        \n",
       "\n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "eli5.show_prediction(model, data_clean['text'].iloc[100], vec=vectorizer)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Predict 1 input ngẫu nhiên bên ngoài"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <style>\n",
       "    table.eli5-weights tr:hover {\n",
       "        filter: brightness(85%);\n",
       "    }\n",
       "</style>\n",
       "\n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "        \n",
       "\n",
       "    \n",
       "\n",
       "        \n",
       "            \n",
       "                \n",
       "                \n",
       "    \n",
       "        <p style=\"margin-bottom: 0.5em; margin-top: 0em\">\n",
       "            <b>\n",
       "    \n",
       "        y=1\n",
       "    \n",
       "</b>\n",
       "\n",
       "    \n",
       "    (probability <b>0.535</b>, score <b>0.139</b>)\n",
       "\n",
       "top features\n",
       "        </p>\n",
       "    \n",
       "    <table class=\"eli5-weights\"\n",
       "           style=\"border-collapse: collapse; border: none; margin-top: 0em; table-layout: auto; margin-bottom: 2em;\">\n",
       "        <thead>\n",
       "        <tr style=\"border: none;\">\n",
       "            \n",
       "                <th style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\" title=\"Feature contribution already accounts for the feature value (for linear models, contribution = weight * feature value), and the sum of feature contributions is equal to the score or, for some classifiers, to the probability. Feature values are shown if &quot;show_feature_values&quot; is True.\">\n",
       "                    Contribution<sup>?</sup>\n",
       "                </th>\n",
       "            \n",
       "            <th style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">Feature</th>\n",
       "            \n",
       "        </tr>\n",
       "        </thead>\n",
       "        <tbody>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 80.58%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.308\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        earthquake\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 91.04%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.102\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        may\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 93.85%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.060\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        us\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "        \n",
       "\n",
       "        \n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 98.32%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.009\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        reason\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 80.00%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.321\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        &lt;BIAS&gt;\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "\n",
       "        </tbody>\n",
       "    </table>\n",
       "\n",
       "            \n",
       "        \n",
       "\n",
       "        \n",
       "\n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "eli5.show_prediction(model, 'deeds reason earthquake may allah forgive us', vec=vectorizer)\n",
    "#print(data_clean.iloc[57])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Weight của các feature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <style>\n",
       "    table.eli5-weights tr:hover {\n",
       "        filter: brightness(85%);\n",
       "    }\n",
       "</style>\n",
       "\n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "        \n",
       "\n",
       "    \n",
       "\n",
       "        \n",
       "            \n",
       "                \n",
       "                \n",
       "    \n",
       "        <p style=\"margin-bottom: 0.5em; margin-top: 0em\">\n",
       "            <b>\n",
       "    \n",
       "        y=1\n",
       "    \n",
       "</b>\n",
       "\n",
       "top features\n",
       "        </p>\n",
       "    \n",
       "    <table class=\"eli5-weights\"\n",
       "           style=\"border-collapse: collapse; border: none; margin-top: 0em; table-layout: auto; margin-bottom: 2em;\">\n",
       "        <thead>\n",
       "        <tr style=\"border: none;\">\n",
       "            \n",
       "                <th style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\" title=\"Feature weights. Note that weights do not account for feature value scales, so if feature values have different scales, features with highest weights might not be the most important.\">\n",
       "                    Weight<sup>?</sup>\n",
       "                </th>\n",
       "            \n",
       "            <th style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">Feature</th>\n",
       "            \n",
       "        </tr>\n",
       "        </thead>\n",
       "        <tbody>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 80.00%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +1.056\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x136\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 80.95%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.985\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x454\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 82.14%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.898\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x897\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 82.34%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.884\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x350\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 82.39%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.880\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x348\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 83.08%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.831\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x515\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 84.09%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.762\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x111\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 84.85%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.710\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x960\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 84.90%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.706\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x721\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 85.12%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.692\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x1043\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 85.31%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.679\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x599\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 86.04%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.632\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x719\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 86.16%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.624\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x4\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 86.16%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.624\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x260\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 86.73%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.587\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x285\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 86.73%); border: none;\">\n",
       "                <td colspan=\"2\" style=\"padding: 0 0.5em 0 0.5em; text-align: center; border: none; white-space: nowrap;\">\n",
       "                    <i>&hellip; 531 more positive &hellip;</i>\n",
       "                </td>\n",
       "            </tr>\n",
       "        \n",
       "\n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 86.55%); border: none;\">\n",
       "                <td colspan=\"2\" style=\"padding: 0 0.5em 0 0.5em; text-align: center; border: none; white-space: nowrap;\">\n",
       "                    <i>&hellip; 537 more negative &hellip;</i>\n",
       "                </td>\n",
       "            </tr>\n",
       "        \n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 86.55%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.599\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x386\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 86.28%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.616\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x642\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 86.10%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.628\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x570\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 85.39%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.674\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x107\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 81.32%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.957\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        x480\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "\n",
       "        </tbody>\n",
       "    </table>\n",
       "\n",
       "            \n",
       "        \n",
       "\n",
       "        \n",
       "\n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "eli5.show_weights(model)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <style>\n",
       "    table.eli5-weights tr:hover {\n",
       "        filter: brightness(85%);\n",
       "    }\n",
       "</style>\n",
       "\n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "        \n",
       "\n",
       "    \n",
       "\n",
       "        \n",
       "            \n",
       "                \n",
       "                \n",
       "    \n",
       "        <p style=\"margin-bottom: 0.5em; margin-top: 0em\">\n",
       "            <b>\n",
       "    \n",
       "        y=1\n",
       "    \n",
       "</b>\n",
       "\n",
       "    \n",
       "    (probability <b>0.674</b>, score <b>0.724</b>)\n",
       "\n",
       "top features\n",
       "        </p>\n",
       "    \n",
       "    <table class=\"eli5-weights\"\n",
       "           style=\"border-collapse: collapse; border: none; margin-top: 0em; table-layout: auto; margin-bottom: 2em;\">\n",
       "        <thead>\n",
       "        <tr style=\"border: none;\">\n",
       "            \n",
       "                <th style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\" title=\"Feature contribution already accounts for the feature value (for linear models, contribution = weight * feature value), and the sum of feature contributions is equal to the score or, for some classifiers, to the probability. Feature values are shown if &quot;show_feature_values&quot; is True.\">\n",
       "                    Contribution<sup>?</sup>\n",
       "                </th>\n",
       "            \n",
       "            <th style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">Feature</th>\n",
       "            \n",
       "        </tr>\n",
       "        </thead>\n",
       "        <tbody>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 80.62%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.307\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        killed\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 83.22%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.250\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        police\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 83.79%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.238\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        accident\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 91.46%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.095\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        died\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 92.05%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.086\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        explosion\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "            <tr style=\"background-color: hsl(120, 100.00%, 93.19%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        +0.069\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        road\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "        \n",
       "\n",
       "        \n",
       "        \n",
       "            <tr style=\"background-color: hsl(0, 100.00%, 80.00%); border: none;\">\n",
       "    <td style=\"padding: 0 1em 0 0.5em; text-align: right; border: none;\">\n",
       "        -0.321\n",
       "    </td>\n",
       "    <td style=\"padding: 0 0.5em 0 0.5em; text-align: left; border: none;\">\n",
       "        &lt;BIAS&gt;\n",
       "    </td>\n",
       "    \n",
       "</tr>\n",
       "        \n",
       "\n",
       "        </tbody>\n",
       "    </table>\n",
       "\n",
       "            \n",
       "        \n",
       "\n",
       "        \n",
       "\n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "    \n",
       "\n",
       "\n",
       "\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "eli5.show_prediction(model, data_clean['text'].iloc[100], vec=vectorizer)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}