Quantitative_Easing_and_Tapering.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "korean-attention",
   "metadata": {},
   "source": [
    "# Quantitative Easing and Tapering\n",
    "In response to the financial crisis of 2008, since March 2009 the Fed has been playing an active role in buying large quantities of federal debt and mortgage bonds and holding them on its books thereby increasing the monetary base (each purchase triggering an increase in reserve balances) and applying downward pressure on long-term interest rates. This process has become known as _quantitiative easing_. As a result, the percentage of US federal debt held by US federal reserve banks increased from about 8% in 2007 to a whopping 20.8% in 2021.\n",
    "\n",
    "Since June 2022 the Fed has embarked on a tapering exercise whereby it allowed upto USD 30 billion in Treasury and USD 17.5 billion in mortgage bonds to mature every month without reinvesting the proceeds (a passive _runoff_, aka quantitative tightening). Each maturing bond whose notional the Fed is not reinvesting decreases the amount of reserves and hence the monetary base. In September 2022 the Fed increased the runoff to upto USD 60 billion in Treasuries and USD 35 billion in mortgage bonds. The Fed reduced the runoff to upto USD 25 billion in Treasuries from June 2024 leaving the target for mortgage bonds intact at USD 35 billion (with a twist that it will reinvest any excess mortgage bond principal payments into Treasuries, which it was not doing before).\n",
    "\n",
    "In this notebook I examine the composition of securities held outright by the Fed as well its speed of increasing or decreasing their ownership by the Fed (in Billions per month)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "aboriginal-rouge",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.ticker as mtick\n",
    "import pandas_datareader.data as web\n",
    "from datetime import date"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "deluxe-resistance",
   "metadata": {},
   "outputs": [],
   "source": [
    "report_start = date.fromisoformat('2008-10-01')\n",
    "report_end = date.today()\n",
    "\n",
    "# Limit the display of dataframes to 25 rows max\n",
    "pd.options.display.max_rows = 25\n",
    "\n",
    "# Indicate representation in Billions\n",
    "pd.options.display.float_format = '${:,.2f}bn'.format"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "anonymous-equipment",
   "metadata": {},
   "source": [
    "I use the following dataseries provided by [FRED](https://fred.stlouisfed.org) for this analysis:\n",
    "* `WSHOTSL` &mdash; Assets: Securities Held Outright: U.S. Treasury Securities: Wednesday Level (weekly frequency)\n",
    "* `WSHOMCB` &mdash; Assets: Securities Held Outright: Mortgage-Backed Securities: Wednesday Level (weekly frequency)\n",
    "* `WSHOFADSL` &mdash; Assets: Securities Held Outright: Federal Agency Debt Securities: Wednesday Level (weekly frequency)\n",
    "* `WLCFLL` &mdash; Assets: Liquidity and Credit Facilities: Loans: Wednesday Level (weekly frequency)\n",
    "\n",
    "**NB:** These data series return the face value of these securities. The Fed uses [the Effective Interest Method](https://www.investopedia.com/ask/answers/063015/what-effective-interest-method-amortization.asp) of accounting for debt securities it holds. The unamortied differences between the face value and the purchase price are held in the _Unamortized premiums on securities held outright_ and _Unamortized discounts on securities held outright_ accounts (which can be obtained from the `WUPSHO` and `WUDSHO` series respectively)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "super-trigger",
   "metadata": {},
   "outputs": [],
   "source": [
    "sec_held_outright = web.get_data_fred(['WSHOTSL', 'WSHOMCB', 'WSHOFADSL', 'WLCFLL', 'WORAL'],\n",
    "                                      start=report_start, end=report_end).asfreq('W-Wed')\n",
    "\n",
    "# Converting into billions of USD\n",
    "sec_held_outright /= 1000."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "antique-reliance",
   "metadata": {},
   "outputs": [],
   "source": [
    "sec_held_outright.rename(\n",
    "    columns={'WSHOTSL': 'US Treasury Securities', 'WSHOMCB': 'Mortgage-Backed Securities',\n",
    "             'WSHOFADSL': 'Federal Agency Debt Securities', 'WLCFLL': 'Loans',\n",
    "             'WORAL': 'Repurchase Agreeents'},\n",
    "    inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "monthly-leonard",
   "metadata": {},
   "outputs": [],
   "source": [
    "SEC_HELD_OUTRIGHT_COMPOSITION_TITLE = 'Federal Reserve Banks: Securities held outright (at face value)'\n",
    "SEC_HELD_OUTRIGHT_AND_LOANS_COMPOSITION_TITLE = SEC_HELD_OUTRIGHT_COMPOSITION_TITLE + ' and Emergency Loans'\n",
    "SEC_HELD_OUTRIGHT_SPEED = 'Speed of Quantitative Easing or Tapering in Billions of USD per month'\n",
    "SEC_HELD_OUTRIGHT_SPEED_MA = 'Speed of Quantitative Easing or Tapering in Billions of USD per month (moving average over one quarter)'\n",
    "LEFT_Y_AXIS_LABEL = 'Billions of USD'\n",
    "LEFT_Y_AXIS_LABEL_SPEED = 'Billions of USD per Month'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "sharp-tsunami",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 2000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = sec_held_outright.iloc[:,:4].plot.area(figsize=(20,10), grid=True, title=SEC_HELD_OUTRIGHT_AND_LOANS_COMPOSITION_TITLE,\n",
    "                          xticks=sec_held_outright.index[::24], xlabel='', rot=45,\n",
    "                          ylabel=LEFT_Y_AXIS_LABEL) #, yticks=np.arange(0, 25e3, 2.5e3))\n",
    "_ = ax.set_xticklabels(list(map('{:%Y-%m}'.format, sec_held_outright.index[::24])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "nonprofit-taxation",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Resampling to month start\n",
    "sec_held_outright = sec_held_outright.resample('MS').last()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "recreational-balloon",
   "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>US Treasury Securities</th>\n",
       "      <th>Mortgage-Backed Securities</th>\n",
       "      <th>Federal Agency Debt Securities</th>\n",
       "      <th>Loans</th>\n",
       "      <th>Repurchase Agreeents</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DATE</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2008-10-01</th>\n",
       "      <td>$476.47bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "      <td>$13.62bn</td>\n",
       "      <td>$369.76bn</td>\n",
       "      <td>$80.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2008-11-01</th>\n",
       "      <td>$476.41bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "      <td>$12.22bn</td>\n",
       "      <td>$259.05bn</td>\n",
       "      <td>$80.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2008-12-01</th>\n",
       "      <td>$475.92bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "      <td>$19.71bn</td>\n",
       "      <td>$193.87bn</td>\n",
       "      <td>$80.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2009-01-01</th>\n",
       "      <td>$475.13bn</td>\n",
       "      <td>$7.38bn</td>\n",
       "      <td>$28.36bn</td>\n",
       "      <td>$154.79bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2009-02-01</th>\n",
       "      <td>$474.64bn</td>\n",
       "      <td>$68.75bn</td>\n",
       "      <td>$38.34bn</td>\n",
       "      <td>$138.90bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-01</th>\n",
       "      <td>$4,413.61bn</td>\n",
       "      <td>$2,318.19bn</td>\n",
       "      <td>$2.35bn</td>\n",
       "      <td>$111.75bn</td>\n",
       "      <td>$0.01bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-01</th>\n",
       "      <td>$4,398.72bn</td>\n",
       "      <td>$2,299.80bn</td>\n",
       "      <td>$2.35bn</td>\n",
       "      <td>$103.17bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-09-01</th>\n",
       "      <td>$4,384.13bn</td>\n",
       "      <td>$2,282.08bn</td>\n",
       "      <td>$2.35bn</td>\n",
       "      <td>$89.73bn</td>\n",
       "      <td>$0.06bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-10-01</th>\n",
       "      <td>$4,357.82bn</td>\n",
       "      <td>$2,265.96bn</td>\n",
       "      <td>$2.35bn</td>\n",
       "      <td>$61.48bn</td>\n",
       "      <td>$0.03bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-11-01</th>\n",
       "      <td>$4,323.13bn</td>\n",
       "      <td>$2,248.98bn</td>\n",
       "      <td>$2.35bn</td>\n",
       "      <td>$23.06bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>194 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            US Treasury Securities  Mortgage-Backed Securities  \\\n",
       "DATE                                                             \n",
       "2008-10-01               $476.47bn                     $0.00bn   \n",
       "2008-11-01               $476.41bn                     $0.00bn   \n",
       "2008-12-01               $475.92bn                     $0.00bn   \n",
       "2009-01-01               $475.13bn                     $7.38bn   \n",
       "2009-02-01               $474.64bn                    $68.75bn   \n",
       "...                            ...                         ...   \n",
       "2024-07-01             $4,413.61bn                 $2,318.19bn   \n",
       "2024-08-01             $4,398.72bn                 $2,299.80bn   \n",
       "2024-09-01             $4,384.13bn                 $2,282.08bn   \n",
       "2024-10-01             $4,357.82bn                 $2,265.96bn   \n",
       "2024-11-01             $4,323.13bn                 $2,248.98bn   \n",
       "\n",
       "            Federal Agency Debt Securities     Loans  Repurchase Agreeents  \n",
       "DATE                                                                        \n",
       "2008-10-01                        $13.62bn $369.76bn              $80.00bn  \n",
       "2008-11-01                        $12.22bn $259.05bn              $80.00bn  \n",
       "2008-12-01                        $19.71bn $193.87bn              $80.00bn  \n",
       "2009-01-01                        $28.36bn $154.79bn               $0.00bn  \n",
       "2009-02-01                        $38.34bn $138.90bn               $0.00bn  \n",
       "...                                    ...       ...                   ...  \n",
       "2024-07-01                         $2.35bn $111.75bn               $0.01bn  \n",
       "2024-08-01                         $2.35bn $103.17bn               $0.00bn  \n",
       "2024-09-01                         $2.35bn  $89.73bn               $0.06bn  \n",
       "2024-10-01                         $2.35bn  $61.48bn               $0.03bn  \n",
       "2024-11-01                         $2.35bn  $23.06bn               $0.00bn  \n",
       "\n",
       "[194 rows x 5 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sec_held_outright"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "exact-coalition",
   "metadata": {},
   "source": [
    "### Measuring the speed of quantitative easing/tapering in Billions of USD per month"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "processed-breed",
   "metadata": {},
   "outputs": [],
   "source": [
    "sec_held_outright_speed = (sec_held_outright - sec_held_outright.shift(1)).dropna()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "interstate-blade",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>US Treasury Securities</th>\n",
       "      <th>Mortgage-Backed Securities</th>\n",
       "      <th>Loans</th>\n",
       "      <th>Repurchase Agreeents</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DATE</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2023-12-01</th>\n",
       "      <td>$-52.63bn</td>\n",
       "      <td>$-15.26bn</td>\n",
       "      <td>$-12.12bn</td>\n",
       "      <td>$-0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-01-01</th>\n",
       "      <td>$-97.83bn</td>\n",
       "      <td>$-14.62bn</td>\n",
       "      <td>$29.96bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-02-01</th>\n",
       "      <td>$-31.46bn</td>\n",
       "      <td>$-13.92bn</td>\n",
       "      <td>$-2.97bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-03-01</th>\n",
       "      <td>$-43.17bn</td>\n",
       "      <td>$-14.80bn</td>\n",
       "      <td>$-26.64bn</td>\n",
       "      <td>$-0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-04-01</th>\n",
       "      <td>$-78.28bn</td>\n",
       "      <td>$-3.72bn</td>\n",
       "      <td>$-6.44bn</td>\n",
       "      <td>$0.01bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-05-01</th>\n",
       "      <td>$-50.35bn</td>\n",
       "      <td>$-30.08bn</td>\n",
       "      <td>$-17.92bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-06-01</th>\n",
       "      <td>$-35.87bn</td>\n",
       "      <td>$-18.64bn</td>\n",
       "      <td>$-1.29bn</td>\n",
       "      <td>$-0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-01</th>\n",
       "      <td>$-39.96bn</td>\n",
       "      <td>$-17.81bn</td>\n",
       "      <td>$-4.73bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-01</th>\n",
       "      <td>$-14.89bn</td>\n",
       "      <td>$-18.39bn</td>\n",
       "      <td>$-8.58bn</td>\n",
       "      <td>$-0.01bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-09-01</th>\n",
       "      <td>$-14.59bn</td>\n",
       "      <td>$-17.72bn</td>\n",
       "      <td>$-13.44bn</td>\n",
       "      <td>$0.06bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-10-01</th>\n",
       "      <td>$-26.31bn</td>\n",
       "      <td>$-16.11bn</td>\n",
       "      <td>$-28.24bn</td>\n",
       "      <td>$-0.03bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-11-01</th>\n",
       "      <td>$-34.69bn</td>\n",
       "      <td>$-16.98bn</td>\n",
       "      <td>$-38.43bn</td>\n",
       "      <td>$-0.03bn</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            US Treasury Securities  Mortgage-Backed Securities     Loans  \\\n",
       "DATE                                                                       \n",
       "2023-12-01               $-52.63bn                   $-15.26bn $-12.12bn   \n",
       "2024-01-01               $-97.83bn                   $-14.62bn  $29.96bn   \n",
       "2024-02-01               $-31.46bn                   $-13.92bn  $-2.97bn   \n",
       "2024-03-01               $-43.17bn                   $-14.80bn $-26.64bn   \n",
       "2024-04-01               $-78.28bn                    $-3.72bn  $-6.44bn   \n",
       "2024-05-01               $-50.35bn                   $-30.08bn $-17.92bn   \n",
       "2024-06-01               $-35.87bn                   $-18.64bn  $-1.29bn   \n",
       "2024-07-01               $-39.96bn                   $-17.81bn  $-4.73bn   \n",
       "2024-08-01               $-14.89bn                   $-18.39bn  $-8.58bn   \n",
       "2024-09-01               $-14.59bn                   $-17.72bn $-13.44bn   \n",
       "2024-10-01               $-26.31bn                   $-16.11bn $-28.24bn   \n",
       "2024-11-01               $-34.69bn                   $-16.98bn $-38.43bn   \n",
       "\n",
       "            Repurchase Agreeents  \n",
       "DATE                              \n",
       "2023-12-01              $-0.00bn  \n",
       "2024-01-01               $0.00bn  \n",
       "2024-02-01               $0.00bn  \n",
       "2024-03-01              $-0.00bn  \n",
       "2024-04-01               $0.01bn  \n",
       "2024-05-01               $0.00bn  \n",
       "2024-06-01              $-0.00bn  \n",
       "2024-07-01               $0.00bn  \n",
       "2024-08-01              $-0.01bn  \n",
       "2024-09-01               $0.06bn  \n",
       "2024-10-01              $-0.03bn  \n",
       "2024-11-01              $-0.03bn  "
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sec_held_outright_speed.loc['2020-01':, sec_held_outright_speed.columns[[0,1,3,4]]].tail(12)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "daily-intellectual",
   "metadata": {},
   "source": [
    "##### Limiting the range of the Y axis for better display"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "smooth-retirement",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = sec_held_outright_speed.iloc[:,:3].plot(figsize=(20,10), grid=True,\n",
    "                            title=SEC_HELD_OUTRIGHT_SPEED,\n",
    "                            xticks=sec_held_outright_speed.index[::6], xlabel='', rot=45,\n",
    "                            ylabel=LEFT_Y_AXIS_LABEL_SPEED, ylim=(-100, 160), yticks=np.arange(-100, 161, 20))\n",
    "_ = ax.set_xticklabels(list(map('{:%Y-%m}'.format, sec_held_outright_speed.index[::6])))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "raised-youth",
   "metadata": {},
   "source": [
    "#### Zomming in on the last two years"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "prescribed-accuracy",
   "metadata": {},
   "outputs": [],
   "source": [
    "sec_held_outright_speed_short = sec_held_outright_speed.loc['2021':]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "indoor-revision",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Determine the index positions of the dates related to quantitative tightening\n",
    "x1, x2, x3 = sec_held_outright_speed_short.index.get_indexer(['2022-06', '2022-09', '2024-06'])\n",
    "\n",
    "ax = sec_held_outright_speed_short.iloc[:,[0,1,3]].plot.bar(figsize=(20,10), grid=True,\n",
    "                            title=SEC_HELD_OUTRIGHT_SPEED, \n",
    "                            xlabel='', rot=45,\n",
    "                            ylabel=LEFT_Y_AXIS_LABEL_SPEED)\n",
    "# Translate them into coordinates\n",
    "ax.hlines(y=[-30, -60, -25], xmin=[x1, x2, x3], xmax=[x2, x3, sec_held_outright_speed_short.index.size-1],\n",
    "          linestyles='--', lw=2, colors='#1f77b4', label='Runoff target for Treasuries')\n",
    "ax.hlines(y=[-17.5, -35], xmin=[x1, x2], xmax=[x2, sec_held_outright_speed_short.index.size-1],\n",
    "          linestyles='--', lw=2, colors='#ff7f0e', label='Runoff target for MBS')\n",
    "ax.legend()\n",
    "_ = ax.set_xticklabels(list(map('{:%Y-%m}'.format, sec_held_outright_speed_short.index)))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "every-collectible",
   "metadata": {},
   "source": [
    "#### Measuring the speed of quantitative easing/tapering in Billions of USD/month represented as a moving average over one quarter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "attached-outline",
   "metadata": {},
   "outputs": [],
   "source": [
    "sec_held_outright_speed_ma = sec_held_outright_speed.rolling(3).mean().dropna()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "integral-shirt",
   "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>US Treasury Securities</th>\n",
       "      <th>Mortgage-Backed Securities</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DATE</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2020-01-01</th>\n",
       "      <td>$77.87bn</td>\n",
       "      <td>$-19.49bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-02-01</th>\n",
       "      <td>$75.19bn</td>\n",
       "      <td>$-17.29bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-01</th>\n",
       "      <td>$216.50bn</td>\n",
       "      <td>$-11.81bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-04-01</th>\n",
       "      <td>$520.77bn</td>\n",
       "      <td>$72.48bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-05-01</th>\n",
       "      <td>$545.15bn</td>\n",
       "      <td>$154.42bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-01</th>\n",
       "      <td>$-42.06bn</td>\n",
       "      <td>$-22.18bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-01</th>\n",
       "      <td>$-30.24bn</td>\n",
       "      <td>$-18.28bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-09-01</th>\n",
       "      <td>$-23.15bn</td>\n",
       "      <td>$-17.97bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-10-01</th>\n",
       "      <td>$-18.60bn</td>\n",
       "      <td>$-17.41bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-11-01</th>\n",
       "      <td>$-25.20bn</td>\n",
       "      <td>$-16.94bn</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>59 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            US Treasury Securities  Mortgage-Backed Securities\n",
       "DATE                                                          \n",
       "2020-01-01                $77.87bn                   $-19.49bn\n",
       "2020-02-01                $75.19bn                   $-17.29bn\n",
       "2020-03-01               $216.50bn                   $-11.81bn\n",
       "2020-04-01               $520.77bn                    $72.48bn\n",
       "2020-05-01               $545.15bn                   $154.42bn\n",
       "...                            ...                         ...\n",
       "2024-07-01               $-42.06bn                   $-22.18bn\n",
       "2024-08-01               $-30.24bn                   $-18.28bn\n",
       "2024-09-01               $-23.15bn                   $-17.97bn\n",
       "2024-10-01               $-18.60bn                   $-17.41bn\n",
       "2024-11-01               $-25.20bn                   $-16.94bn\n",
       "\n",
       "[59 rows x 2 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sec_held_outright_speed_ma.loc['2020-01':, sec_held_outright_speed_ma.columns[:2]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "continental-scheduling",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 2000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = sec_held_outright_speed_ma.iloc[:,:3].plot(figsize=(20,10), grid=True,\n",
    "                            title=SEC_HELD_OUTRIGHT_SPEED_MA,\n",
    "                            xticks=sec_held_outright_speed_ma.index[::6], xlabel='', rot=45,\n",
    "                            ylabel=LEFT_Y_AXIS_LABEL_SPEED)#, yticks=np.arange(-30, 21, 5))\n",
    "_ = ax.set_xticklabels(list(map('{:%Y-%m}'.format, sec_held_outright_speed_ma.index[::6])))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "governing-vector",
   "metadata": {},
   "source": [
    "##### Limiting the range of the Y axis for better display."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "ignored-spectacular",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = sec_held_outright_speed_ma.iloc[:,:3].plot(figsize=(20,10), grid=True,\n",
    "                            title=SEC_HELD_OUTRIGHT_SPEED_MA,\n",
    "                            xticks=sec_held_outright_speed_ma.index[::6], xlabel='', rot=45,\n",
    "                            ylabel=LEFT_Y_AXIS_LABEL_SPEED, ylim=(-70, 200))#, yticks=np.arange(-30, 21, 5))\n",
    "_ = ax.set_xticklabels(list(map('{:%Y-%m}'.format, sec_held_outright_speed_ma.index[::6])))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "weird-relaxation",
   "metadata": {},
   "source": [
    "### Measuring the speed of quantitative easing/tapering in Billions of USD per quarter\n",
    "#### Resampling to quarterly frequencies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "reduced-optimization",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Resampling to quarter start\n",
    "sec_held_outright_2 = sec_held_outright.resample('QS').last()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "signed-distinction",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\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>US Treasury Securities</th>\n",
       "      <th>Mortgage-Backed Securities</th>\n",
       "      <th>Federal Agency Debt Securities</th>\n",
       "      <th>Loans</th>\n",
       "      <th>Repurchase Agreeents</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DATE</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2008-10-01</th>\n",
       "      <td>$475.92bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "      <td>$19.71bn</td>\n",
       "      <td>$193.87bn</td>\n",
       "      <td>$80.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2009-01-01</th>\n",
       "      <td>$474.75bn</td>\n",
       "      <td>$236.16bn</td>\n",
       "      <td>$50.39bn</td>\n",
       "      <td>$136.23bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2009-04-01</th>\n",
       "      <td>$653.19bn</td>\n",
       "      <td>$467.23bn</td>\n",
       "      <td>$96.63bn</td>\n",
       "      <td>$132.66bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2009-07-01</th>\n",
       "      <td>$769.16bn</td>\n",
       "      <td>$692.37bn</td>\n",
       "      <td>$131.18bn</td>\n",
       "      <td>$110.33bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2009-10-01</th>\n",
       "      <td>$776.59bn</td>\n",
       "      <td>$908.26bn</td>\n",
       "      <td>$159.88bn</td>\n",
       "      <td>$89.70bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-10-01</th>\n",
       "      <td>$4,790.55bn</td>\n",
       "      <td>$2,431.77bn</td>\n",
       "      <td>$2.35bn</td>\n",
       "      <td>$141.78bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-01-01</th>\n",
       "      <td>$4,618.08bn</td>\n",
       "      <td>$2,388.43bn</td>\n",
       "      <td>$2.35bn</td>\n",
       "      <td>$142.14bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-04-01</th>\n",
       "      <td>$4,453.57bn</td>\n",
       "      <td>$2,336.00bn</td>\n",
       "      <td>$2.35bn</td>\n",
       "      <td>$116.48bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-01</th>\n",
       "      <td>$4,384.13bn</td>\n",
       "      <td>$2,282.08bn</td>\n",
       "      <td>$2.35bn</td>\n",
       "      <td>$89.73bn</td>\n",
       "      <td>$0.06bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-10-01</th>\n",
       "      <td>$4,323.13bn</td>\n",
       "      <td>$2,248.98bn</td>\n",
       "      <td>$2.35bn</td>\n",
       "      <td>$23.06bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>65 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            US Treasury Securities  Mortgage-Backed Securities  \\\n",
       "DATE                                                             \n",
       "2008-10-01               $475.92bn                     $0.00bn   \n",
       "2009-01-01               $474.75bn                   $236.16bn   \n",
       "2009-04-01               $653.19bn                   $467.23bn   \n",
       "2009-07-01               $769.16bn                   $692.37bn   \n",
       "2009-10-01               $776.59bn                   $908.26bn   \n",
       "...                            ...                         ...   \n",
       "2023-10-01             $4,790.55bn                 $2,431.77bn   \n",
       "2024-01-01             $4,618.08bn                 $2,388.43bn   \n",
       "2024-04-01             $4,453.57bn                 $2,336.00bn   \n",
       "2024-07-01             $4,384.13bn                 $2,282.08bn   \n",
       "2024-10-01             $4,323.13bn                 $2,248.98bn   \n",
       "\n",
       "            Federal Agency Debt Securities     Loans  Repurchase Agreeents  \n",
       "DATE                                                                        \n",
       "2008-10-01                        $19.71bn $193.87bn              $80.00bn  \n",
       "2009-01-01                        $50.39bn $136.23bn               $0.00bn  \n",
       "2009-04-01                        $96.63bn $132.66bn               $0.00bn  \n",
       "2009-07-01                       $131.18bn $110.33bn               $0.00bn  \n",
       "2009-10-01                       $159.88bn  $89.70bn               $0.00bn  \n",
       "...                                    ...       ...                   ...  \n",
       "2023-10-01                         $2.35bn $141.78bn               $0.00bn  \n",
       "2024-01-01                         $2.35bn $142.14bn               $0.00bn  \n",
       "2024-04-01                         $2.35bn $116.48bn               $0.00bn  \n",
       "2024-07-01                         $2.35bn  $89.73bn               $0.06bn  \n",
       "2024-10-01                         $2.35bn  $23.06bn               $0.00bn  \n",
       "\n",
       "[65 rows x 5 columns]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sec_held_outright_2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "wireless-engagement",
   "metadata": {},
   "outputs": [],
   "source": [
    "sec_held_outright_speed_2 = (sec_held_outright_2 - sec_held_outright_2.shift(1)).dropna()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "coated-adelaide",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
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       "\n",
       "    .dataframe thead th {\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>US Treasury Securities</th>\n",
       "      <th>Mortgage-Backed Securities</th>\n",
       "      <th>Federal Agency Debt Securities</th>\n",
       "      <th>Loans</th>\n",
       "      <th>Repurchase Agreeents</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DATE</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2009-01-01</th>\n",
       "      <td>$-1.18bn</td>\n",
       "      <td>$236.16bn</td>\n",
       "      <td>$30.69bn</td>\n",
       "      <td>$-57.65bn</td>\n",
       "      <td>$-80.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2009-04-01</th>\n",
       "      <td>$178.45bn</td>\n",
       "      <td>$231.07bn</td>\n",
       "      <td>$46.23bn</td>\n",
       "      <td>$-3.57bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2009-07-01</th>\n",
       "      <td>$115.97bn</td>\n",
       "      <td>$225.14bn</td>\n",
       "      <td>$34.55bn</td>\n",
       "      <td>$-22.33bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2009-10-01</th>\n",
       "      <td>$7.43bn</td>\n",
       "      <td>$215.89bn</td>\n",
       "      <td>$28.70bn</td>\n",
       "      <td>$-20.63bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-01</th>\n",
       "      <td>$0.12bn</td>\n",
       "      <td>$160.44bn</td>\n",
       "      <td>$9.11bn</td>\n",
       "      <td>$-8.99bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-10-01</th>\n",
       "      <td>$-167.59bn</td>\n",
       "      <td>$-47.95bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "      <td>$-56.28bn</td>\n",
       "      <td>$-0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-01-01</th>\n",
       "      <td>$-172.46bn</td>\n",
       "      <td>$-43.34bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "      <td>$0.35bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-04-01</th>\n",
       "      <td>$-164.51bn</td>\n",
       "      <td>$-52.44bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "      <td>$-25.66bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-01</th>\n",
       "      <td>$-69.44bn</td>\n",
       "      <td>$-53.92bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "      <td>$-26.75bn</td>\n",
       "      <td>$0.06bn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-10-01</th>\n",
       "      <td>$-61.00bn</td>\n",
       "      <td>$-33.10bn</td>\n",
       "      <td>$0.00bn</td>\n",
       "      <td>$-66.67bn</td>\n",
       "      <td>$-0.06bn</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>64 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            US Treasury Securities  Mortgage-Backed Securities  \\\n",
       "DATE                                                             \n",
       "2009-01-01                $-1.18bn                   $236.16bn   \n",
       "2009-04-01               $178.45bn                   $231.07bn   \n",
       "2009-07-01               $115.97bn                   $225.14bn   \n",
       "2009-10-01                 $7.43bn                   $215.89bn   \n",
       "2010-01-01                 $0.12bn                   $160.44bn   \n",
       "...                            ...                         ...   \n",
       "2023-10-01              $-167.59bn                   $-47.95bn   \n",
       "2024-01-01              $-172.46bn                   $-43.34bn   \n",
       "2024-04-01              $-164.51bn                   $-52.44bn   \n",
       "2024-07-01               $-69.44bn                   $-53.92bn   \n",
       "2024-10-01               $-61.00bn                   $-33.10bn   \n",
       "\n",
       "            Federal Agency Debt Securities     Loans  Repurchase Agreeents  \n",
       "DATE                                                                        \n",
       "2009-01-01                        $30.69bn $-57.65bn             $-80.00bn  \n",
       "2009-04-01                        $46.23bn  $-3.57bn               $0.00bn  \n",
       "2009-07-01                        $34.55bn $-22.33bn               $0.00bn  \n",
       "2009-10-01                        $28.70bn $-20.63bn               $0.00bn  \n",
       "2010-01-01                         $9.11bn  $-8.99bn               $0.00bn  \n",
       "...                                    ...       ...                   ...  \n",
       "2023-10-01                         $0.00bn $-56.28bn              $-0.00bn  \n",
       "2024-01-01                         $0.00bn   $0.35bn               $0.00bn  \n",
       "2024-04-01                         $0.00bn $-25.66bn               $0.00bn  \n",
       "2024-07-01                         $0.00bn $-26.75bn               $0.06bn  \n",
       "2024-10-01                         $0.00bn $-66.67bn              $-0.06bn  \n",
       "\n",
       "[64 rows x 5 columns]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sec_held_outright_speed_2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "binary-edwards",
   "metadata": {},
   "source": [
    "## Total changes in main asset ownership since start of tapering\n",
    "Having looked at monthly changes, let's have a look at the aggregate amounts of tapering since its start in June 2022 and the regional banking crisis in March 2023."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "durable-vegetable",
   "metadata": {},
   "outputs": [],
   "source": [
    "# From dates\n",
    "periods = [date(2022, 6, 1), date(2023, 3, 1)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "polished-generation",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_changes = pd.DataFrame(\n",
    "    [(sec_held_outright.iloc[-1] - sec_held_outright.loc[pd.to_datetime(period)]).iloc[[0,1,3]] for period in periods], \n",
    "    index=['Since {:%Y-%m-%d}'.format(period) for period in periods])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "acoustic-postcard",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = df_changes.plot.bar(figsize=(20,10), grid=True, title=\"Changes in Fed's main asset ownership\",\n",
    "                         stacked=True, rot=45, ylabel=LEFT_Y_AXIS_LABEL)\n",
    "ax.get_legend().remove()\n",
    "for c in ax.containers:\n",
    "    ax.bar_label(c, fmt=c.get_label() + ': {:+,.0f}bn', label_type='center')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "endless-exhaust",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "A total of $-320bn (97.88%) of $327 in emergency loans to banks issued in March paid back\n",
      "\t$7bn left to pay back\n"
     ]
    }
   ],
   "source": [
    "idx = sec_held_outright_speed_2.index.get_loc('2023-04-01')\n",
    "print('A total of ${:.0f}bn ({:.2%}) of ${:.0f} in emergency loans to banks issued in March paid back'\n",
    "      .format(sec_held_outright_speed_2.iloc[idx:,3].sum(),\n",
    "              -sec_held_outright_speed_2.iloc[idx:,3].sum()/sec_held_outright_speed_2.iloc[idx-1,3],\n",
    "              sec_held_outright_speed_2.iloc[idx-1,3]))\n",
    "print('\\t${:.0f}bn left to pay back'.format(\n",
    "    sec_held_outright_speed_2.iloc[idx-1,3] + sec_held_outright_speed_2.iloc[idx:,3].sum()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "vertical-characterization",
   "metadata": {},
   "outputs": [],
   "source": [
    "total_balance = sec_held_outright.sum(axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "compliant-andrews",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Since start of tapering in 2022-06-01 balance sheet reduced by $1,900bn\n"
     ]
    }
   ],
   "source": [
    "print('Since start of tapering in {:%Y-%m-%d} balance sheet reduced by ${:,.0f}bn'\n",
    "      .format(periods[0], total_balance.loc[pd.to_datetime(periods[0])] - total_balance.iloc[-1]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "other-allen",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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",
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