Assignment1.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Week 1 : Assignment\n",
    "\n",
    "<p align=\"centre\">\n",
    "<img src=\"../assets/meme5.jpg\" width=\"400\">\n",
    "</p>\n",
    "\n",
    "We know it hurts, and the single most thing going on in your head right now is\n",
    "\n",
    "<p align=\"centre\">\n",
    "<img src=\"../assets/meme6.jpeg\" width=\"400\">\n",
    "</p>\n",
    "\n",
    "But relax! The asssignment questions are fun and easy, unlike your mookit ones. Feel the motive behind the question and use the recently acquired learning of different libraries to ultimately solve them. Stuck on some function? Feel free to google it. But the _**recommended way**_ is to harness the power of Jupyter notebooks!\n",
    "\n",
    "- Place the cursor inside the parenthesis of the function, say `np.sum()`, hold down shift , and press tab.\n",
    "- Or type a function name with a question mark after it, like\n",
    "    ```python\n",
    "    import numpy as np\n",
    "    np.sum?\n",
    "    ```\n",
    "    \n",
    "With this little tool kept in mind, let's proceed!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1. Python Basics and Numpy \n",
    "\n",
    "Use the data from Starfish_Data.csv to find the distance to the [Starfish Cluster](https://en.wikipedia.org/wiki/Messier_38). Also known as M38 or NGC1912, the Starfish Cluster is an open cluster of stars in the constellation Auriga. Read on ahead to find out more about the concepts in astronomy you will need to solve this.\n",
    "\n",
    "Data downloaded from [VizieR](https://cdsarc.unistra.fr/viz-bin/cat/V/19), from data used in [Piskunov 1980](https://ui.adsabs.harvard.edu/?#abs/1980BICDS..19...67P)\n",
    "\n",
    "## Distance to Starfish Cluster\n",
    "\n",
    "Magnitudes are a way to describe how bright an object (in our case, a star) is. It is similar to the decibel system for sound in that magnitudes are logarithmic. They can be calculated according to the formula $$\\rm m = -2.5 \\log\\left(\\frac{F}{F_0}\\right)$$ where m = apparent magnitude, F is the flux from the star (measured in W m$^{-2}$), and F$_0$ is a reference flux.\n",
    "\n",
    "Now, we can calculate the flux of a star at some distance d away as $$ F = \\frac{L}{4\\pi d^2} $$ where L is the Luminosity of the star (measured in W) and d is the distance to the cluster in parsecs.\n",
    "\n",
    "Using some substitution and rearrangement and taking $L_\\odot$ to be the luminosity of the sun  we arrive at the formula: $$ log(d) = \\frac{1}{5}[m + 2.5log(\\frac{L}{L_\\odot}) + 0.17]$$\n",
    "\n",
    "> The data of Starfish Cluster is provided to you in the following format:\n",
    "\n",
    "| Column        |        Explanation|\n",
    "| ------------- |:-------------|\n",
    "| Vmag          | Apparent Visual Magnitude (as seen from earth) |\n",
    "| logL          | Logarithm of the Luminosity (in $L_\\odot$)|\n",
    "| Prob          | Probability that the star belongs to the Cluster|\n",
    "\n",
    "\n",
    "\n",
    "#### You need to find the distance to Starfish Cluster (in parsecs) using the data provided. You can calculate it using the following 2 methods:\n",
    "\n",
    "  -  Exclude all the stars with low probability of belonging to the cluster, and then calculate distance for each star, and find the mean.\n",
    "  -  Find the distance for all stars (including the low probability ones) and find the weighted average of the distances, where the weights are the probability."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
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   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "array([[  8.88,   8.88,   8.88,   9.03,   9.03,   9.03,   9.03,   9.03,\n",
       "          9.03,   9.43,   9.47,   9.56,   9.58,   9.61,   9.66,   9.69,\n",
       "          9.79,   9.86,   9.88,   9.88,   9.88,   9.92,   9.96,  10.07,\n",
       "         10.37,  10.42,  10.46,  10.46,  10.46,  10.51,  10.53,  10.63,\n",
       "         10.64,  10.7 ,  10.74,  10.85,  10.96,  10.99,  10.99,  10.99,\n",
       "         11.04,  11.04,  11.04,  11.06,  11.07,  11.08,  11.15,  11.17,\n",
       "         11.17,  11.17,  11.18,  11.18,  11.21,  11.23,  11.24,  11.24,\n",
       "         11.24,  11.29,  11.32,  11.36,  11.38,  11.48,  11.48,  11.48,\n",
       "         11.5 ,  11.51,  11.55,  11.57,  11.57,  11.57,  11.58,  11.8 ,\n",
       "         11.86,  11.86,  11.86,  11.92,  11.98,  12.2 ,  12.29,  12.35,\n",
       "         12.39,  12.4 ,  12.4 ,  12.4 ,  12.43,  12.45,  12.46,  12.52,\n",
       "         12.53,  12.63,  12.69,  12.7 ,  12.74,  12.81,  12.81,  12.81,\n",
       "         12.81,  12.87,  12.92,  12.94,  12.97,  13.1 ,  13.14,  13.29,\n",
       "         13.32,  13.34,  13.38,  13.46],\n",
       "       [  2.65,   2.65,   2.65,   2.54,   2.54,   2.54,   2.67,   2.67,\n",
       "          2.67,   2.56,   2.4 ,   2.47,   2.84,   2.36,   2.38,   2.39,\n",
       "          2.53,   2.41,   2.4 ,   2.4 ,   2.4 ,   2.44,   2.25,   2.25,\n",
       "          2.06,   2.02,   2.06,   2.06,   2.06,   2.27,   2.08,   1.96,\n",
       "          1.98,   2.05,   2.01,   1.95,   1.82,   1.82,   1.82,   1.82,\n",
       "          1.79,   1.79,   1.79,   1.78,   1.83,   1.86,   1.76,   1.74,\n",
       "          1.74,   1.74,   1.84,   1.76,   1.73,   1.66,   1.7 ,   1.7 ,\n",
       "          1.7 ,   1.73,   1.62,   1.6 ,   1.68,   1.58,   1.58,   1.58,\n",
       "          1.56,   1.61,   1.53,   1.54,   1.54,   1.54,   1.5 ,   1.47,\n",
       "          1.4 ,   1.4 ,   1.4 ,   1.39,   1.36,   1.28,   1.21,   1.19,\n",
       "          1.17,   1.17,   1.17,   1.17,   1.15,   1.15,   1.14,   1.12,\n",
       "          1.16,   1.08,   1.05,   1.05,   1.03,   1.  ,   1.  ,   1.  ,\n",
       "          1.  ,   0.98,   0.97,   0.95,   0.94,   0.89,   0.87,   0.81,\n",
       "          0.8 ,   0.79,   0.78,   0.74],\n",
       "       [  1.  ,  28.  ,  72.  ,   0.  ,  13.  ,  87.  ,   0.  ,  27.  ,\n",
       "         73.  , 100.  , 100.  , 100.  , 100.  , 100.  , 100.  , 100.  ,\n",
       "        100.  , 100.  ,  47.  ,  41.  ,  12.  , 100.  , 100.  , 100.  ,\n",
       "        100.  , 100.  ,   0.  ,   7.  ,  93.  , 100.  , 100.  , 100.  ,\n",
       "        100.  , 100.  , 100.  , 100.  , 100.  ,  35.  ,  49.  ,  16.  ,\n",
       "         35.  ,  48.  ,  17.  , 100.  , 100.  , 100.  , 100.  ,  35.  ,\n",
       "         47.  ,  17.  , 100.  , 100.  , 100.  , 100.  ,  36.  ,  46.  ,\n",
       "         18.  , 100.  , 100.  , 100.  , 100.  ,  38.  ,  41.  ,  21.  ,\n",
       "        100.  , 100.  , 100.  ,  39.  ,  39.  ,  22.  , 100.  , 100.  ,\n",
       "         41.  ,  32.  ,  27.  , 100.  , 100.  , 100.  , 100.  , 100.  ,\n",
       "        100.  ,  44.  ,  23.  ,  33.  , 100.  , 100.  , 100.  , 100.  ,\n",
       "        100.  , 100.  , 100.  , 100.  , 100.  , 100.  ,  45.  ,  17.  ,\n",
       "         38.  , 100.  , 100.  , 100.  , 100.  , 100.  , 100.  , 100.  ,\n",
       "        100.  , 100.  , 100.  , 100.  ]])"
      ]
     },
     "metadata": {},
     "execution_count": 1
    }
   ],
   "source": [
    "import numpy as np \n",
    "import math\n",
    "df=np.loadtxt (\"Starfish_Data.csv\",delimiter=',',unpack=True)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "[1364.5831365889253, 1364.5831365889253, 1288.2495516931335, 1496.235656094433, 1496.235656094433, 1584.893192461114, 1342.7649611378642, 1517.050367459337, 2344.228815319923, 1367.728825595848, 1432.1878992735424, 1468.9262776438661, 1807.1741260109275, 1625.5487557504835, 1621.8100973589299, 1621.8100973589299, 1729.8163592151031, 1415.7937799570823, 1489.3610777109154, 1374.041975012515, 1342.7649611378629, 1432.187899273544, 1866.3796908346694, 1513.5612484362086, 1380.3842646028852, 1419.0575216890927, 1581.2480392703826, 1538.1546403030356, 1510.0801541641476, 1367.7288255958495, 1386.755828871888, 1386.755828871888, 1370.8817661648523, 1370.8817661648523, 1367.7288255958495, 1455.4590805819653, 1513.5612484362086, 1393.1568029453035, 1374.041975012515, 1374.041975012515, 1548.8166189124827, 1412.537544622754, 1383.566378971781, 1288.2495516931335, 1355.1894123510365, 1355.1894123510365, 1435.4894333536545, 1282.3305826560218, 1276.4388088113435, 1412.5375446227554, 1318.2567385564075, 1318.2567385564075, 1318.2567385564075, 1300.16957803329, 1383.566378971781, 1285.2866599436154, 1312.1998990192028, 1312.1998990192028, 1312.1998990192028, 1258.9254117941675, 1345.8603540559498, 1276.4388088113435, 1276.4388088113435, 1276.4388088113435, 1297.1792709839558, 1288.249551693135, 1300.16957803329, 1250.25903021772, 1256.0299636948741, 1250.2590302177214, 1256.0299636948741, 1256.0299636948741, 1256.0299636948741, 1244.5146117713844, 1256.0299636948741, 1247.3835142429432, 1253.1411749414156, 1318.2567385564075, 1258.9254117941687, 1250.25903021772, 1256.0299636948741, 1250.2590302177214, 1247.3835142429432, 1247.3835142429432, 1247.3835142429432, 1253.1411749414156, 1267.6518658578448, 1250.25903021772, 1253.1411749414156, 1256.0299636948741, 1250.2590302177214, 1250.25903021772, 1253.1411749414156, 1250.25903021772, 1258.9254117941687, 1247.3835142429432]\n"
     ]
    }
   ],
   "source": [
    "a=np.array(df)\n",
    "vmag=a[0,:]\n",
    "logl=a[1,:]\n",
    "Prob=a[2,:]\n",
    "distance=[]\n",
    "for i in range(len(vmag)):\n",
    "    if(Prob[i]>20):\n",
    "        d=math.pow(10,((vmag[i]+2.5*logl[i]+0.17)/5)) #distance of each star excluding low probability ones \n",
    "        distance.append(d)\n",
    "print(distance)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Mean distance of Starfish Cluster(in parsecs)is : 1375.2115916319585\n"
     ]
    }
   ],
   "source": [
    "\n",
    "import statistics\n",
    "  \n",
    "x = statistics.mean(distance)\n",
    "  \n",
    "# Printing the mean\n",
    "print(\"Mean distance of Starfish Cluster(in parsecs)is :\", x)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 2. Pandas and Matplotlib\n",
    "\n",
    "IIT Kanpur achieved a milestone at the Inter-IIT Tech Meet 2021 becoming the first institute to win the prestigious competition for the fourth time, a feat unrivaled so far. Our team comprising of Som, Kartikeya, Varun-1, Gurbaaz, Saad, Varun-2 and Mubashshir represented IITK in the ISRO problem statement and secured the Silver Medal for excellence and third position overall. Our challenge was to design a web based visualization tool for AstroSAT observations. Read more about the problem statement [here](https://interiit-tech.org/events/isro_astrosat).\n",
    "\n",
    "## Catalog of High and Low Mass X-ray Binaries\n",
    "\n",
    "Your challenge would be to make a primitive **map of the same catalog** using Matplotlib which will aid Astronomers in their research. You must use Matplotlib and take the help of 'Mollweide' projection which is frequently used in Geography and Astronomy. The world maps you commonly see are in 'Mollweide' projection. A modified version of the same catalog has been provided to you. The coordinates are in ICRS (J2000). \n",
    "\n",
    "<p align=\"centre\">\n",
    "<img src=\"../assets/img7.jpg\" width=\"400\">\n",
    "</p>\n",
    "\n",
    "\n",
    "> 1. Show HMXB (High Mass X-Ray Binaries) and (Low Mass X-Ray Binaries) on different subplots\n",
    "> 2. Show sources observed by AstroSAT (flag = 1) and sources not observed by AstroSAT (flag = 0) on different sublots\n",
    "> 3. Show a combined plot using different colors or markers\n",
    "\n",
    "Notice anything interesting about the plot?\n",
    "\n",
    "### Also find out the number of HMXB and LMXB and the coordinates of 'Granat 1915+105' using Pandas. \n",
    "\n",
    "Things to ponder over:\n",
    "> SIMBAD_Names have been resolved using the coordinates with the help of `astroquery.simbad()` and is accurate upto **2 arcmin**. Do you think this a good resolution or a bad resolution for a catalog? If you think this is a bad resolution, what could be the possible reasons?\n",
    "\n",
    "You may take the help of the internet (obviously). To get some free codes and a basic idea about how to plot Mollweide projection using Matplotlib you can go through this previous project by one of your mentors Saad who plotted a map of stars using HYG Data [here](https://github.com/saad369/Sky_Chart_from_hygdata).\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "          ra        dec       Source_Name      SIMBAD_Name Final_Type  \\\n",
       "0   8.233750 -73.805278  J0032.9-7348      RX J0032.9-7348       HMXB   \n",
       "1  11.210000  33.021389   0042+323              4U 0042+32       LMXB   \n",
       "2  12.260417 -72.847778  J0049-729         RX J0049.0-7250       HMXB   \n",
       "3  12.373333 -73.182222  J0049-732             [MA93]  300       HMXB   \n",
       "4  12.686250 -73.268056  J0050.7-7316            V* DZ Tuc       HMXB   \n",
       "\n",
       "   Astrosat_Flag  \n",
       "0              0  \n",
       "1              0  \n",
       "2              0  \n",
       "3              0  \n",
       "4              0  "
      ],
      "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>ra</th>\n      <th>dec</th>\n      <th>Source_Name</th>\n      <th>SIMBAD_Name</th>\n      <th>Final_Type</th>\n      <th>Astrosat_Flag</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>8.233750</td>\n      <td>-73.805278</td>\n      <td>J0032.9-7348</td>\n      <td>RX J0032.9-7348</td>\n      <td>HMXB</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>11.210000</td>\n      <td>33.021389</td>\n      <td>0042+323</td>\n      <td>4U 0042+32</td>\n      <td>LMXB</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>12.260417</td>\n      <td>-72.847778</td>\n      <td>J0049-729</td>\n      <td>RX J0049.0-7250</td>\n      <td>HMXB</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>12.373333</td>\n      <td>-73.182222</td>\n      <td>J0049-732</td>\n      <td>[MA93]  300</td>\n      <td>HMXB</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>12.686250</td>\n      <td>-73.268056</td>\n      <td>J0050.7-7316</td>\n      <td>V* DZ Tuc</td>\n      <td>HMXB</td>\n      <td>0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 6
    }
   ],
   "source": [
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "df=pd.read_csv('Astrosat_Catalog.csv')\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.loc[df['ra']>180,'ra1']=(df['ra']-360)*np.pi/180\n",
    "df.loc[df['ra']<=180,'ra1']=(df['ra']*np.pi/180)\n",
    "h=df[df.Final_Type=='HMXB']\n",
    "l=df[df.Final_Type=='LMXB']\n",
    "df.insert(7,'dec2',df['dec']*np.pi/180)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "             ra        dec       Source_Name      SIMBAD_Name Final_Type  \\\n",
       "0      8.233750 -73.805278  J0032.9-7348      RX J0032.9-7348       HMXB   \n",
       "2     12.260417 -72.847778  J0049-729         RX J0049.0-7250       HMXB   \n",
       "3     12.373333 -73.182222  J0049-732             [MA93]  300       HMXB   \n",
       "4     12.686250 -73.268056  J0050.7-7316            V* DZ Tuc       HMXB   \n",
       "5     12.732500 -72.231944  J0051-722             [MA93]  413       HMXB   \n",
       "..          ...        ...               ...              ...        ...   \n",
       "229  315.887500  45.750000  J2103.5+4545      GSC 03588-00834       HMXB   \n",
       "233  324.891667  57.060000   2138+568             V* V490 Cep       HMXB   \n",
       "235  330.409167  50.167778   2202+501             BD+49  3718       HMXB   \n",
       "236  331.987500  54.518333   2206+543             BD+53  2790       HMXB   \n",
       "237  339.837083  61.274111  J2239.3+6116           4U 2238+60       HMXB   \n",
       "\n",
       "     Astrosat_Flag       ra1      dec2  \n",
       "0                0  0.143706 -1.288145  \n",
       "2                0  0.213985 -1.271434  \n",
       "3                0  0.215955 -1.277271  \n",
       "4                0  0.221417 -1.278769  \n",
       "5                0  0.222224 -1.260685  \n",
       "..             ...       ...       ...  \n",
       "229              0 -0.769908  0.798488  \n",
       "233              0 -0.612756  0.995885  \n",
       "235              0 -0.516457  0.875593  \n",
       "236              0 -0.488910  0.951524  \n",
       "237              0 -0.351909  1.069435  \n",
       "\n",
       "[118 rows x 8 columns]"
      ],
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     },
     "metadata": {},
     "execution_count": 14
    }
   ],
   "source": [
    "h"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "             ra        dec       Source_Name   SIMBAD_Name Final_Type  \\\n",
       "1     11.210000  33.021389   0042+323           4U 0042+32       LMXB   \n",
       "34    78.527500 -40.043611   0512-401           4U 0513-40       LMXB   \n",
       "36    80.121667 -71.960000   0521-720            X LMC X-2       LMXB   \n",
       "54    94.280417   9.136944   0614+091         V* V1055 Ori       LMXB   \n",
       "60   117.140833 -67.752500   0748-676            V* UY Vol       LMXB   \n",
       "..          ...        ...               ...           ...        ...   \n",
       "230  320.810583  -5.798028  J2123-058            V* LZ Aqr       LMXB   \n",
       "231  322.492917  12.167500   2127+119           4U 2129+12       LMXB   \n",
       "232  322.859167  47.290000   2129+470         V* V1727 Cyg       LMXB   \n",
       "234  326.171667  38.321667   2142+380         V* V1341 Cyg       LMXB   \n",
       "238  350.142083  62.292500   2318+620           4U 2316+61       LMXB   \n",
       "\n",
       "     Astrosat_Flag       ra1      dec2  \n",
       "1                0  0.195651  0.576332  \n",
       "34               1  1.370563 -0.698893  \n",
       "36               1  1.398387 -1.255939  \n",
       "54               0  1.645504  0.159470  \n",
       "60               0  2.044493 -1.182504  \n",
       "..             ...       ...       ...  \n",
       "230              0 -0.683984 -0.101195  \n",
       "231              0 -0.654622  0.212363  \n",
       "232              0 -0.648230  0.825366  \n",
       "234              1 -0.590416  0.668839  \n",
       "238              0 -0.172053  1.087209  \n",
       "\n",
       "[121 rows x 8 columns]"
      ],
      "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>ra</th>\n      <th>dec</th>\n      <th>Source_Name</th>\n      <th>SIMBAD_Name</th>\n      <th>Final_Type</th>\n      <th>Astrosat_Flag</th>\n      <th>ra1</th>\n      <th>dec2</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>1</th>\n      <td>11.210000</td>\n      <td>33.021389</td>\n      <td>0042+323</td>\n      <td>4U 0042+32</td>\n      <td>LMXB</td>\n      <td>0</td>\n      <td>0.195651</td>\n      <td>0.576332</td>\n    </tr>\n    <tr>\n      <th>34</th>\n      <td>78.527500</td>\n      <td>-40.043611</td>\n      <td>0512-401</td>\n      <td>4U 0513-40</td>\n      <td>LMXB</td>\n      <td>1</td>\n      <td>1.370563</td>\n      <td>-0.698893</td>\n    </tr>\n    <tr>\n      <th>36</th>\n      <td>80.121667</td>\n      <td>-71.960000</td>\n      <td>0521-720</td>\n      <td>X LMC X-2</td>\n      <td>LMXB</td>\n      <td>1</td>\n      <td>1.398387</td>\n      <td>-1.255939</td>\n    </tr>\n    <tr>\n      <th>54</th>\n      <td>94.280417</td>\n      <td>9.136944</td>\n      <td>0614+091</td>\n      <td>V* V1055 Ori</td>\n      <td>LMXB</td>\n      <td>0</td>\n      <td>1.645504</td>\n      <td>0.159470</td>\n    </tr>\n    <tr>\n      <th>60</th>\n      <td>117.140833</td>\n      <td>-67.752500</td>\n      <td>0748-676</td>\n      <td>V* UY Vol</td>\n      <td>LMXB</td>\n      <td>0</td>\n      <td>2.044493</td>\n      <td>-1.182504</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>230</th>\n      <td>320.810583</td>\n      <td>-5.798028</td>\n      <td>J2123-058</td>\n      <td>V* LZ Aqr</td>\n      <td>LMXB</td>\n      <td>0</td>\n      <td>-0.683984</td>\n      <td>-0.101195</td>\n    </tr>\n    <tr>\n      <th>231</th>\n      <td>322.492917</td>\n      <td>12.167500</td>\n      <td>2127+119</td>\n      <td>4U 2129+12</td>\n      <td>LMXB</td>\n      <td>0</td>\n      <td>-0.654622</td>\n      <td>0.212363</td>\n    </tr>\n    <tr>\n      <th>232</th>\n      <td>322.859167</td>\n      <td>47.290000</td>\n      <td>2129+470</td>\n      <td>V* V1727 Cyg</td>\n      <td>LMXB</td>\n      <td>0</td>\n      <td>-0.648230</td>\n      <td>0.825366</td>\n    </tr>\n    <tr>\n      <th>234</th>\n      <td>326.171667</td>\n      <td>38.321667</td>\n      <td>2142+380</td>\n      <td>V* V1341 Cyg</td>\n      <td>LMXB</td>\n      <td>1</td>\n      <td>-0.590416</td>\n      <td>0.668839</td>\n    </tr>\n    <tr>\n      <th>238</th>\n      <td>350.142083</td>\n      <td>62.292500</td>\n      <td>2318+620</td>\n      <td>4U 2316+61</td>\n      <td>LMXB</td>\n      <td>0</td>\n      <td>-0.172053</td>\n      <td>1.087209</td>\n    </tr>\n  </tbody>\n</table>\n<p>121 rows × 8 columns</p>\n</div>"
     },
     "metadata": {},
     "execution_count": 15
    }
   ],
   "source": [
    "l"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<MollweideAxesSubplot:title={'center':'Flag==1'}, xlabel='RA', ylabel='DEC'>"
      ]
     },
     "metadata": {},
     "execution_count": 13
    },
    {
     "output_type": "display_data",
     "data": {
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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "df=pd.read_csv('Astrosat_Catalog.csv')\n",
    "df.head()\n",
    "df.loc[df['ra']>180,'ra1']=(df['ra']-360)*np.pi/180\n",
    "df.loc[df['ra']<=180,'ra1']=(df['ra']*np.pi/180)\n",
    "df.insert(7,'dec2',df['dec']*np.pi/180)\n",
    "h=df[df.Final_Type=='HMXB']\n",
    "l=df[df.Final_Type=='LMXB']\n",
    "fig1=plt.figure(figsize=(20,20))\n",
    "GH=fig1.add_subplot(121, projection=\"mollweide\",facecolor='black')\n",
    "GH.scatter(h['ra1'],h['dec2'],c='r')\n",
    "GH.set_xlabel(\"RA\")\n",
    "GH.set_ylabel(\"DEC\")\n",
    "GH.grid(c='w')\n",
    "GH.set(title=\"High Mass X-Ray Binaries\")\n",
    "GH.set_xticklabels(['-150','-120','-90','-60','-30','0','30','60','90','120','150'])\n",
    "for label in GH.get_xticklabels() + GH.get_yticklabels():\n",
    "    label.set_fontsize(12)\n",
    "    label.set_bbox(dict(facecolor='white', edgecolor='None', alpha=0.8 ))\n",
    "GH\n",
    "LH=fig1.add_subplot(122,projection=\"mollweide\",facecolor='black')\n",
    "LH.scatter(l['ra1'],l['dec2'],c='b')\n",
    "LH.set_xlabel(\"RA\")\n",
    "LH.set_ylabel(\"DEC\")\n",
    "LH.grid(c='w')\n",
    "LH.set(title=\"Low Mass X-Ray Binaries\")\n",
    "LH.set_xticklabels(['-150','-120','-90','-60','-30','0','30','60','90','120','150'])\n",
    "for label in LH.get_xticklabels() + LH.get_yticklabels():\n",
    "    label.set_fontsize(12)\n",
    "    label.set_bbox(dict(facecolor='white', edgecolor='None', alpha=0.8 ))\n",
    "LH\n",
    "p=df[df.Astrosat_Flag==0]\n",
    "q=df[df.Astrosat_Flag==1]\n",
    "F1=fig1.add_subplot(221,projection=\"mollweide\",facecolor='black')\n",
    "F1.scatter(p['ra1'],p['dec2'],c='y')\n",
    "F1.set_xlabel(\"RA\")\n",
    "F1.set_ylabel(\"DEC\")\n",
    "F1.grid(c='w')\n",
    "F1.set(title=\"Flag==0\")\n",
    "F1.set_xticklabels(['-150','-120','-90','-60','-30','0','30','60','90','120','150'])\n",
    "for label in F1.get_xticklabels() + F1.get_yticklabels():\n",
    "    label.set_fontsize(12)\n",
    "    label.set_bbox(dict(facecolor='white', edgecolor='None', alpha=0.8 ))\n",
    "F1\n",
    "F2=fig1.add_subplot(222,projection=\"mollweide\",facecolor='black')\n",
    "F2.scatter(q['ra1'],q['dec2'],c='g')\n",
    "F2.set_xlabel(\"RA\")\n",
    "F2.set_ylabel(\"DEC\")\n",
    "F2.grid(c='w')\n",
    "F2.set(title=\"Flag==1\")\n",
    "F2.set_xticklabels(['-150','-120','-90','-60','-30','0','30','60','90','120','150'])\n",
    "for label in F2.get_xticklabels() + F2.get_yticklabels():\n",
    "    label.set_fontsize(12)\n",
    "    label.set_bbox(dict(facecolor='white', edgecolor='None', alpha=0.8 ))\n",
    "F2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<MollweideAxesSubplot:title={'center':'All Subplots'}, xlabel='RA', ylabel='DEC'>"
      ]
     },
     "metadata": {},
     "execution_count": 11
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 1440x1440 with 1 Axes>",
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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "fig5=plt.figure(figsize=(20,20))\n",
    "all1=fig5.add_subplot(projection=\"mollweide\",facecolor='black')\n",
    "all1.scatter(h['ra1'],h['dec2'],c='m') #Plotting HMXB\n",
    "all1.scatter(l['ra1'],l['dec2'],c='w') #Plotting LMXB\n",
    "all1.set_xlabel(\"RA\")\n",
    "all1.set_ylabel(\"DEC\")\n",
    "all1.grid(c='w')\n",
    "all1.set(title=\"All Subplots\")\n",
    "all1.set_xticklabels(['-150','-120','-90','-60','-30','0','30','60','90','120','150'])\n",
    "for label in all1.get_xticklabels() + all1.get_yticklabels():\n",
    "    label.set_fontsize(18)\n",
    "    label.set_bbox(dict(facecolor='white', edgecolor='None', alpha=0.8 ))\n",
    "all1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "name": "python3",
   "display_name": "Python 3.9.5 64-bit"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.5"
  },
  "interpreter": {
   "hash": "a12d694c3ccac42055183a0ad11e659c6a2db5c6555ad2c8919d5814fd4e404f"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}