2. Deliveries Analysis .ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>match_id</th>\n",
       "      <th>inning</th>\n",
       "      <th>batting_team</th>\n",
       "      <th>bowling_team</th>\n",
       "      <th>over</th>\n",
       "      <th>ball</th>\n",
       "      <th>batsman</th>\n",
       "      <th>non_striker</th>\n",
       "      <th>bowler</th>\n",
       "      <th>is_super_over</th>\n",
       "      <th>...</th>\n",
       "      <th>bye_runs</th>\n",
       "      <th>legbye_runs</th>\n",
       "      <th>noball_runs</th>\n",
       "      <th>penalty_runs</th>\n",
       "      <th>batsman_runs</th>\n",
       "      <th>extra_runs</th>\n",
       "      <th>total_runs</th>\n",
       "      <th>player_dismissed</th>\n",
       "      <th>dismissal_kind</th>\n",
       "      <th>fielder</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
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       "    </tr>\n",
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       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
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       "      <td>3</td>\n",
       "      <td>DA Warner</td>\n",
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       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
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       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
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       "      <td>0</td>\n",
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       "      <td>1</td>\n",
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       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TS Mills</td>\n",
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       "      <th>179073</th>\n",
       "      <td>11415</td>\n",
       "      <td>2</td>\n",
       "      <td>Chennai Super Kings</td>\n",
       "      <td>Mumbai Indians</td>\n",
       "      <td>20</td>\n",
       "      <td>2</td>\n",
       "      <td>RA Jadeja</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>SL Malinga</td>\n",
       "      <td>0</td>\n",
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       "      <td>SR Watson</td>\n",
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       "      <td>SL Malinga</td>\n",
       "      <td>0</td>\n",
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       "      <td>11415</td>\n",
       "      <td>2</td>\n",
       "      <td>Chennai Super Kings</td>\n",
       "      <td>Mumbai Indians</td>\n",
       "      <td>20</td>\n",
       "      <td>4</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>RA Jadeja</td>\n",
       "      <td>SL Malinga</td>\n",
       "      <td>0</td>\n",
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       "      <td>1</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>run out</td>\n",
       "      <td>KH Pandya</td>\n",
       "    </tr>\n",
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       "      <th>179076</th>\n",
       "      <td>11415</td>\n",
       "      <td>2</td>\n",
       "      <td>Chennai Super Kings</td>\n",
       "      <td>Mumbai Indians</td>\n",
       "      <td>20</td>\n",
       "      <td>5</td>\n",
       "      <td>SN Thakur</td>\n",
       "      <td>RA Jadeja</td>\n",
       "      <td>SL Malinga</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
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       "      <th>179077</th>\n",
       "      <td>11415</td>\n",
       "      <td>2</td>\n",
       "      <td>Chennai Super Kings</td>\n",
       "      <td>Mumbai Indians</td>\n",
       "      <td>20</td>\n",
       "      <td>6</td>\n",
       "      <td>SN Thakur</td>\n",
       "      <td>RA Jadeja</td>\n",
       "      <td>SL Malinga</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>SN Thakur</td>\n",
       "      <td>lbw</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>179078 rows × 21 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        match_id  inning         batting_team                 bowling_team  \\\n",
       "0              1       1  Sunrisers Hyderabad  Royal Challengers Bangalore   \n",
       "1              1       1  Sunrisers Hyderabad  Royal Challengers Bangalore   \n",
       "2              1       1  Sunrisers Hyderabad  Royal Challengers Bangalore   \n",
       "3              1       1  Sunrisers Hyderabad  Royal Challengers Bangalore   \n",
       "4              1       1  Sunrisers Hyderabad  Royal Challengers Bangalore   \n",
       "...          ...     ...                  ...                          ...   \n",
       "179073     11415       2  Chennai Super Kings               Mumbai Indians   \n",
       "179074     11415       2  Chennai Super Kings               Mumbai Indians   \n",
       "179075     11415       2  Chennai Super Kings               Mumbai Indians   \n",
       "179076     11415       2  Chennai Super Kings               Mumbai Indians   \n",
       "179077     11415       2  Chennai Super Kings               Mumbai Indians   \n",
       "\n",
       "        over  ball    batsman non_striker      bowler  is_super_over  ...  \\\n",
       "0          1     1  DA Warner    S Dhawan    TS Mills              0  ...   \n",
       "1          1     2  DA Warner    S Dhawan    TS Mills              0  ...   \n",
       "2          1     3  DA Warner    S Dhawan    TS Mills              0  ...   \n",
       "3          1     4  DA Warner    S Dhawan    TS Mills              0  ...   \n",
       "4          1     5  DA Warner    S Dhawan    TS Mills              0  ...   \n",
       "...      ...   ...        ...         ...         ...            ...  ...   \n",
       "179073    20     2  RA Jadeja   SR Watson  SL Malinga              0  ...   \n",
       "179074    20     3  SR Watson   RA Jadeja  SL Malinga              0  ...   \n",
       "179075    20     4  SR Watson   RA Jadeja  SL Malinga              0  ...   \n",
       "179076    20     5  SN Thakur   RA Jadeja  SL Malinga              0  ...   \n",
       "179077    20     6  SN Thakur   RA Jadeja  SL Malinga              0  ...   \n",
       "\n",
       "        bye_runs  legbye_runs  noball_runs  penalty_runs  batsman_runs  \\\n",
       "0              0            0            0             0             0   \n",
       "1              0            0            0             0             0   \n",
       "2              0            0            0             0             4   \n",
       "3              0            0            0             0             0   \n",
       "4              0            0            0             0             0   \n",
       "...          ...          ...          ...           ...           ...   \n",
       "179073         0            0            0             0             1   \n",
       "179074         0            0            0             0             2   \n",
       "179075         0            0            0             0             1   \n",
       "179076         0            0            0             0             2   \n",
       "179077         0            0            0             0             0   \n",
       "\n",
       "        extra_runs  total_runs  player_dismissed dismissal_kind    fielder  \n",
       "0                0           0               NaN            NaN        NaN  \n",
       "1                0           0               NaN            NaN        NaN  \n",
       "2                0           4               NaN            NaN        NaN  \n",
       "3                0           0               NaN            NaN        NaN  \n",
       "4                2           2               NaN            NaN        NaN  \n",
       "...            ...         ...               ...            ...        ...  \n",
       "179073           0           1               NaN            NaN        NaN  \n",
       "179074           0           2               NaN            NaN        NaN  \n",
       "179075           0           1         SR Watson        run out  KH Pandya  \n",
       "179076           0           2               NaN            NaN        NaN  \n",
       "179077           0           0         SN Thakur            lbw        NaN  \n",
       "\n",
       "[179078 rows x 21 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "deliver=pd.read_csv(\"C:\\\\Users\\\\Ashhh Choudhary\\\\Downloads\\\\archive (1)\\deliveries.csv\")\n",
    "deliver"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "pd.set_option(\"display.max_columns\",None)\n",
    "pd.set_option(\"display.max_rows\",None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(179078, 21)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
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    }
   ],
   "source": [
    "deliver.shape"
   ]
  },
  {
   "cell_type": "code",
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       "      <th></th>\n",
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       "      <th>bowler</th>\n",
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       "      <th>wide_runs</th>\n",
       "      <th>bye_runs</th>\n",
       "      <th>legbye_runs</th>\n",
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       "      <th>penalty_runs</th>\n",
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       "      <td>Royal Challengers Bangalore</td>\n",
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       "      <td>TS Mills</td>\n",
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       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
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       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>1</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   match_id  inning         batting_team                 bowling_team  over  \\\n",
       "0         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     1   \n",
       "1         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     1   \n",
       "2         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     1   \n",
       "3         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     1   \n",
       "4         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     1   \n",
       "\n",
       "   ball    batsman non_striker    bowler  is_super_over  wide_runs  bye_runs  \\\n",
       "0     1  DA Warner    S Dhawan  TS Mills              0          0         0   \n",
       "1     2  DA Warner    S Dhawan  TS Mills              0          0         0   \n",
       "2     3  DA Warner    S Dhawan  TS Mills              0          0         0   \n",
       "3     4  DA Warner    S Dhawan  TS Mills              0          0         0   \n",
       "4     5  DA Warner    S Dhawan  TS Mills              0          2         0   \n",
       "\n",
       "   legbye_runs  noball_runs  penalty_runs  batsman_runs  extra_runs  \\\n",
       "0            0            0             0             0           0   \n",
       "1            0            0             0             0           0   \n",
       "2            0            0             0             4           0   \n",
       "3            0            0             0             0           0   \n",
       "4            0            0             0             0           2   \n",
       "\n",
       "   total_runs player_dismissed dismissal_kind fielder  \n",
       "0           0              NaN            NaN     NaN  \n",
       "1           0              NaN            NaN     NaN  \n",
       "2           4              NaN            NaN     NaN  \n",
       "3           0              NaN            NaN     NaN  \n",
       "4           2              NaN            NaN     NaN  "
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "deliver.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "756"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "deliver[\"match_id\"].nunique() #there are total number of matches play by teams\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([    1,     2,     3,     4,     5,     6,     7,     8,     9,\n",
       "          10,    11,    12,    13,    14,    15,    16,    17,    18,\n",
       "          19,    20,    21,    22,    23,    24,    25,    26,    27,\n",
       "          28,    29,    30,    31,    32,    33,    34,    35,    36,\n",
       "          37,    38,    39,    40,    41,    42,    43,    44,    45,\n",
       "          46,    47,    48,    49,    50,    51,    52,    53,    54,\n",
       "          55,    56,    57,    58,    59,    60,    61,    62,    63,\n",
       "          64,    65,    66,    67,    68,    69,    70,    71,    72,\n",
       "          73,    74,    75,    76,    77,    78,    79,    80,    81,\n",
       "          82,    83,    84,    85,    86,    87,    88,    89,    90,\n",
       "          91,    92,    93,    94,    95,    96,    97,    98,    99,\n",
       "         100,   101,   102,   103,   104,   105,   106,   107,   108,\n",
       "         109,   110,   111,   112,   113,   114,   115,   116,   117,\n",
       "         118,   119,   120,   121,   122,   123,   124,   125,   126,\n",
       "         127,   128,   129,   130,   131,   132,   133,   134,   135,\n",
       "         136,   137,   138,   139,   140,   141,   142,   143,   144,\n",
       "         145,   146,   147,   148,   149,   150,   151,   152,   153,\n",
       "         154,   155,   156,   157,   158,   159,   160,   161,   162,\n",
       "         163,   164,   165,   166,   167,   168,   169,   170,   171,\n",
       "         172,   173,   174,   175,   176,   177,   178,   179,   180,\n",
       "         181,   182,   183,   184,   185,   186,   187,   188,   189,\n",
       "         190,   191,   192,   193,   194,   195,   196,   197,   198,\n",
       "         199,   200,   201,   202,   203,   204,   205,   206,   207,\n",
       "         208,   209,   210,   211,   212,   213,   214,   215,   216,\n",
       "         217,   218,   219,   220,   221,   222,   223,   224,   225,\n",
       "         226,   227,   228,   229,   230,   231,   232,   233,   234,\n",
       "         235,   236,   237,   238,   239,   240,   241,   242,   243,\n",
       "         244,   245,   246,   247,   248,   249,   250,   251,   252,\n",
       "         253,   254,   255,   256,   257,   258,   259,   260,   261,\n",
       "         262,   263,   264,   265,   266,   267,   268,   269,   270,\n",
       "         271,   272,   273,   274,   275,   276,   277,   278,   279,\n",
       "         280,   281,   282,   283,   284,   285,   286,   287,   288,\n",
       "         289,   290,   291,   292,   293,   294,   295,   296,   297,\n",
       "         298,   299,   300,   301,   302,   303,   304,   305,   306,\n",
       "         307,   308,   309,   310,   311,   312,   313,   314,   315,\n",
       "         316,   317,   318,   319,   320,   321,   322,   323,   324,\n",
       "         325,   326,   327,   328,   329,   330,   331,   332,   333,\n",
       "         334,   335,   336,   337,   338,   339,   340,   341,   342,\n",
       "         343,   344,   345,   346,   347,   348,   349,   350,   351,\n",
       "         352,   353,   354,   355,   356,   357,   358,   359,   360,\n",
       "         361,   362,   363,   364,   365,   366,   367,   368,   369,\n",
       "         370,   371,   372,   373,   374,   375,   376,   377,   378,\n",
       "         379,   380,   381,   382,   383,   384,   385,   386,   387,\n",
       "         388,   389,   390,   391,   392,   393,   394,   395,   396,\n",
       "         397,   398,   399,   400,   401,   402,   403,   404,   405,\n",
       "         406,   407,   408,   409,   410,   411,   412,   413,   414,\n",
       "         415,   416,   417,   418,   419,   420,   421,   422,   423,\n",
       "         424,   425,   426,   427,   428,   429,   430,   431,   432,\n",
       "         433,   434,   435,   436,   437,   438,   439,   440,   441,\n",
       "         442,   443,   444,   445,   446,   447,   448,   449,   450,\n",
       "         451,   452,   453,   454,   455,   456,   457,   458,   459,\n",
       "         460,   461,   462,   463,   464,   465,   466,   467,   468,\n",
       "         469,   470,   471,   472,   473,   474,   475,   476,   477,\n",
       "         478,   479,   480,   481,   482,   483,   484,   485,   486,\n",
       "         487,   488,   489,   490,   491,   492,   493,   494,   495,\n",
       "         496,   497,   498,   499,   500,   501,   502,   503,   504,\n",
       "         505,   506,   507,   508,   509,   510,   511,   512,   513,\n",
       "         514,   515,   516,   517,   518,   519,   520,   521,   522,\n",
       "         523,   524,   525,   526,   527,   528,   529,   530,   531,\n",
       "         532,   533,   534,   535,   536,   537,   538,   539,   540,\n",
       "         541,   542,   543,   544,   545,   546,   547,   548,   549,\n",
       "         550,   551,   552,   553,   554,   555,   556,   557,   558,\n",
       "         559,   560,   561,   562,   563,   564,   565,   566,   567,\n",
       "         568,   569,   570,   571,   572,   573,   574,   575,   576,\n",
       "         577,   578,   579,   580,   581,   582,   583,   584,   585,\n",
       "         586,   587,   588,   589,   590,   591,   592,   593,   594,\n",
       "         595,   596,   597,   598,   599,   600,   601,   602,   603,\n",
       "         604,   605,   606,   607,   608,   609,   610,   611,   612,\n",
       "         613,   614,   615,   616,   617,   618,   619,   620,   621,\n",
       "         622,   623,   624,   625,   626,   627,   628,   629,   630,\n",
       "         631,   632,   633,   634,   635,   636,  7894,  7895,  7896,\n",
       "        7897,  7898,  7899,  7900,  7901,  7902,  7903,  7904,  7905,\n",
       "        7906,  7907,  7908,  7909,  7910,  7911,  7912,  7913,  7914,\n",
       "        7915,  7916,  7917,  7918,  7919,  7920,  7921,  7922,  7923,\n",
       "        7924,  7925,  7926,  7927,  7928,  7929,  7930,  7931,  7932,\n",
       "        7933,  7934,  7935,  7936,  7937,  7938,  7939,  7940,  7941,\n",
       "        7942,  7943,  7944,  7945,  7946,  7947,  7948,  7949,  7950,\n",
       "        7951,  7952,  7953, 11137, 11138, 11139, 11140, 11141, 11142,\n",
       "       11143, 11144, 11145, 11146, 11147, 11148, 11149, 11150, 11151,\n",
       "       11152, 11153, 11309, 11310, 11311, 11312, 11313, 11314, 11315,\n",
       "       11316, 11317, 11318, 11319, 11320, 11321, 11322, 11323, 11324,\n",
       "       11325, 11326, 11327, 11328, 11329, 11330, 11331, 11332, 11333,\n",
       "       11334, 11335, 11336, 11337, 11338, 11339, 11340, 11341, 11342,\n",
       "       11343, 11344, 11345, 11346, 11347, 11412, 11413, 11414, 11415],\n",
       "      dtype=int64)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "deliver[\"match_id\"].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(248, 21)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "match_1=deliver[deliver[\"match_id\"]==1]\n",
    "match_1.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "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>match_id</th>\n",
       "      <th>inning</th>\n",
       "      <th>batting_team</th>\n",
       "      <th>bowling_team</th>\n",
       "      <th>over</th>\n",
       "      <th>ball</th>\n",
       "      <th>batsman</th>\n",
       "      <th>non_striker</th>\n",
       "      <th>bowler</th>\n",
       "      <th>is_super_over</th>\n",
       "      <th>wide_runs</th>\n",
       "      <th>bye_runs</th>\n",
       "      <th>legbye_runs</th>\n",
       "      <th>noball_runs</th>\n",
       "      <th>penalty_runs</th>\n",
       "      <th>batsman_runs</th>\n",
       "      <th>extra_runs</th>\n",
       "      <th>total_runs</th>\n",
       "      <th>player_dismissed</th>\n",
       "      <th>dismissal_kind</th>\n",
       "      <th>fielder</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>1</td>\n",
       "      <td>7</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>DA Warner</td>\n",
       "      <td>caught</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>2</td>\n",
       "      <td>7</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>4</td>\n",
       "      <td>6</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>5</td>\n",
       "      <td>2</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>5</td>\n",
       "      <td>3</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>6</td>\n",
       "      <td>4</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>6</td>\n",
       "      <td>5</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>7</td>\n",
       "      <td>1</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>7</td>\n",
       "      <td>2</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>7</td>\n",
       "      <td>3</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>7</td>\n",
       "      <td>5</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>8</td>\n",
       "      <td>2</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>8</td>\n",
       "      <td>3</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>8</td>\n",
       "      <td>4</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>8</td>\n",
       "      <td>5</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>8</td>\n",
       "      <td>6</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>9</td>\n",
       "      <td>2</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>9</td>\n",
       "      <td>3</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>9</td>\n",
       "      <td>4</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>9</td>\n",
       "      <td>5</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>9</td>\n",
       "      <td>6</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>10</td>\n",
       "      <td>6</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>11</td>\n",
       "      <td>2</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>11</td>\n",
       "      <td>3</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>S Dhawan</td>\n",
       "      <td>caught</td>\n",
       "      <td>Sachin Baby</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>11</td>\n",
       "      <td>4</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>11</td>\n",
       "      <td>5</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>11</td>\n",
       "      <td>6</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>13</td>\n",
       "      <td>3</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>13</td>\n",
       "      <td>5</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>14</td>\n",
       "      <td>1</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>14</td>\n",
       "      <td>4</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>14</td>\n",
       "      <td>5</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>15</td>\n",
       "      <td>2</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>15</td>\n",
       "      <td>3</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>15</td>\n",
       "      <td>4</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>15</td>\n",
       "      <td>5</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>16</td>\n",
       "      <td>1</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>16</td>\n",
       "      <td>2</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>caught</td>\n",
       "      <td>Sachin Baby</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>16</td>\n",
       "      <td>3</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>16</td>\n",
       "      <td>4</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>16</td>\n",
       "      <td>5</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>16</td>\n",
       "      <td>6</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>17</td>\n",
       "      <td>1</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>17</td>\n",
       "      <td>2</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>17</td>\n",
       "      <td>3</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>17</td>\n",
       "      <td>4</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>17</td>\n",
       "      <td>5</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>17</td>\n",
       "      <td>6</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>18</td>\n",
       "      <td>1</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>18</td>\n",
       "      <td>2</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>18</td>\n",
       "      <td>3</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>18</td>\n",
       "      <td>4</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>18</td>\n",
       "      <td>5</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>18</td>\n",
       "      <td>6</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>18</td>\n",
       "      <td>7</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>18</td>\n",
       "      <td>8</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>19</td>\n",
       "      <td>1</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>19</td>\n",
       "      <td>2</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>19</td>\n",
       "      <td>3</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>19</td>\n",
       "      <td>4</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "      <td>bowled</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>19</td>\n",
       "      <td>5</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>19</td>\n",
       "      <td>6</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>20</td>\n",
       "      <td>1</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>20</td>\n",
       "      <td>2</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>20</td>\n",
       "      <td>3</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>20</td>\n",
       "      <td>4</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>20</td>\n",
       "      <td>5</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>20</td>\n",
       "      <td>6</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     match_id  inning         batting_team                 bowling_team  over  \\\n",
       "0           1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     1   \n",
       "1           1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     1   \n",
       "2           1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     1   \n",
       "3           1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     1   \n",
       "4           1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     1   \n",
       "5           1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     1   \n",
       "6           1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     1   \n",
       "7           1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     2   \n",
       "8           1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     2   \n",
       "9           1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     2   \n",
       "10          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     2   \n",
       "11          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     2   \n",
       "12          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     2   \n",
       "13          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     2   \n",
       "14          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     3   \n",
       "15          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     3   \n",
       "16          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     3   \n",
       "17          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     3   \n",
       "18          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     3   \n",
       "19          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     3   \n",
       "20          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     4   \n",
       "21          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     4   \n",
       "22          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     4   \n",
       "23          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     4   \n",
       "24          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     4   \n",
       "25          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     4   \n",
       "26          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     5   \n",
       "27          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     5   \n",
       "28          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     5   \n",
       "29          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     5   \n",
       "30          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     5   \n",
       "31          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     5   \n",
       "32          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     6   \n",
       "33          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     6   \n",
       "34          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     6   \n",
       "35          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     6   \n",
       "36          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     6   \n",
       "37          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     6   \n",
       "38          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     7   \n",
       "39          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     7   \n",
       "40          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     7   \n",
       "41          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     7   \n",
       "42          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     7   \n",
       "43          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     7   \n",
       "44          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     8   \n",
       "45          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     8   \n",
       "46          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     8   \n",
       "47          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     8   \n",
       "48          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     8   \n",
       "49          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     8   \n",
       "50          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     9   \n",
       "51          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     9   \n",
       "52          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     9   \n",
       "53          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     9   \n",
       "54          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     9   \n",
       "55          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore     9   \n",
       "56          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    10   \n",
       "57          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    10   \n",
       "58          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    10   \n",
       "59          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    10   \n",
       "60          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    10   \n",
       "61          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    10   \n",
       "62          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    11   \n",
       "63          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    11   \n",
       "64          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    11   \n",
       "65          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    11   \n",
       "66          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    11   \n",
       "67          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    11   \n",
       "68          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    12   \n",
       "69          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    12   \n",
       "70          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    12   \n",
       "71          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    12   \n",
       "72          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    12   \n",
       "73          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    12   \n",
       "74          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    13   \n",
       "75          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    13   \n",
       "76          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    13   \n",
       "77          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    13   \n",
       "78          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    13   \n",
       "79          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    13   \n",
       "80          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    13   \n",
       "81          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    14   \n",
       "82          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    14   \n",
       "83          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    14   \n",
       "84          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    14   \n",
       "85          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    14   \n",
       "86          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    14   \n",
       "87          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    15   \n",
       "88          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    15   \n",
       "89          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    15   \n",
       "90          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    15   \n",
       "91          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    15   \n",
       "92          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    15   \n",
       "93          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    16   \n",
       "94          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    16   \n",
       "95          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    16   \n",
       "96          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    16   \n",
       "97          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    16   \n",
       "98          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    16   \n",
       "99          1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    17   \n",
       "100         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    17   \n",
       "101         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    17   \n",
       "102         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    17   \n",
       "103         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    17   \n",
       "104         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    17   \n",
       "105         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    18   \n",
       "106         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    18   \n",
       "107         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    18   \n",
       "108         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    18   \n",
       "109         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    18   \n",
       "110         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    18   \n",
       "111         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    18   \n",
       "112         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    18   \n",
       "113         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    19   \n",
       "114         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    19   \n",
       "115         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    19   \n",
       "116         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    19   \n",
       "117         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    19   \n",
       "118         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    19   \n",
       "119         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    20   \n",
       "120         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    20   \n",
       "121         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    20   \n",
       "122         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    20   \n",
       "123         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    20   \n",
       "124         1       1  Sunrisers Hyderabad  Royal Challengers Bangalore    20   \n",
       "\n",
       "     ball       batsman   non_striker       bowler  is_super_over  wide_runs  \\\n",
       "0       1     DA Warner      S Dhawan     TS Mills              0          0   \n",
       "1       2     DA Warner      S Dhawan     TS Mills              0          0   \n",
       "2       3     DA Warner      S Dhawan     TS Mills              0          0   \n",
       "3       4     DA Warner      S Dhawan     TS Mills              0          0   \n",
       "4       5     DA Warner      S Dhawan     TS Mills              0          2   \n",
       "5       6      S Dhawan     DA Warner     TS Mills              0          0   \n",
       "6       7      S Dhawan     DA Warner     TS Mills              0          0   \n",
       "7       1      S Dhawan     DA Warner  A Choudhary              0          0   \n",
       "8       2     DA Warner      S Dhawan  A Choudhary              0          0   \n",
       "9       3     DA Warner      S Dhawan  A Choudhary              0          0   \n",
       "10      4     DA Warner      S Dhawan  A Choudhary              0          0   \n",
       "11      5     DA Warner      S Dhawan  A Choudhary              0          0   \n",
       "12      6  MC Henriques      S Dhawan  A Choudhary              0          0   \n",
       "13      7  MC Henriques      S Dhawan  A Choudhary              0          0   \n",
       "14      1      S Dhawan  MC Henriques     TS Mills              0          0   \n",
       "15      2  MC Henriques      S Dhawan     TS Mills              0          0   \n",
       "16      3  MC Henriques      S Dhawan     TS Mills              0          0   \n",
       "17      4  MC Henriques      S Dhawan     TS Mills              0          0   \n",
       "18      5      S Dhawan  MC Henriques     TS Mills              0          0   \n",
       "19      6  MC Henriques      S Dhawan     TS Mills              0          0   \n",
       "20      1  MC Henriques      S Dhawan    YS Chahal              0          0   \n",
       "21      2  MC Henriques      S Dhawan    YS Chahal              0          0   \n",
       "22      3      S Dhawan  MC Henriques    YS Chahal              0          0   \n",
       "23      4      S Dhawan  MC Henriques    YS Chahal              0          0   \n",
       "24      5  MC Henriques      S Dhawan    YS Chahal              0          0   \n",
       "25      6      S Dhawan  MC Henriques    YS Chahal              0          0   \n",
       "26      1      S Dhawan  MC Henriques    S Aravind              0          0   \n",
       "27      2  MC Henriques      S Dhawan    S Aravind              0          0   \n",
       "28      3      S Dhawan  MC Henriques    S Aravind              0          0   \n",
       "29      4  MC Henriques      S Dhawan    S Aravind              0          0   \n",
       "30      5  MC Henriques      S Dhawan    S Aravind              0          0   \n",
       "31      6  MC Henriques      S Dhawan    S Aravind              0          0   \n",
       "32      1      S Dhawan  MC Henriques    SR Watson              0          0   \n",
       "33      2      S Dhawan  MC Henriques    SR Watson              0          0   \n",
       "34      3      S Dhawan  MC Henriques    SR Watson              0          0   \n",
       "35      4      S Dhawan  MC Henriques    SR Watson              0          0   \n",
       "36      5      S Dhawan  MC Henriques    SR Watson              0          0   \n",
       "37      6      S Dhawan  MC Henriques    SR Watson              0          0   \n",
       "38      1      S Dhawan  MC Henriques    YS Chahal              0          0   \n",
       "39      2  MC Henriques      S Dhawan    YS Chahal              0          0   \n",
       "40      3  MC Henriques      S Dhawan    YS Chahal              0          0   \n",
       "41      4      S Dhawan  MC Henriques    YS Chahal              0          0   \n",
       "42      5  MC Henriques      S Dhawan    YS Chahal              0          0   \n",
       "43      6      S Dhawan  MC Henriques    YS Chahal              0          0   \n",
       "44      1      S Dhawan  MC Henriques      TM Head              0          0   \n",
       "45      2  MC Henriques      S Dhawan      TM Head              0          0   \n",
       "46      3      S Dhawan  MC Henriques      TM Head              0          0   \n",
       "47      4  MC Henriques      S Dhawan      TM Head              0          0   \n",
       "48      5  MC Henriques      S Dhawan      TM Head              0          0   \n",
       "49      6      S Dhawan  MC Henriques      TM Head              0          0   \n",
       "50      1      S Dhawan  MC Henriques    YS Chahal              0          0   \n",
       "51      2      S Dhawan  MC Henriques    YS Chahal              0          0   \n",
       "52      3  MC Henriques      S Dhawan    YS Chahal              0          0   \n",
       "53      4      S Dhawan  MC Henriques    YS Chahal              0          0   \n",
       "54      5  MC Henriques      S Dhawan    YS Chahal              0          0   \n",
       "55      6  MC Henriques      S Dhawan    YS Chahal              0          0   \n",
       "56      1      S Dhawan  MC Henriques  A Choudhary              0          0   \n",
       "57      2      S Dhawan  MC Henriques  A Choudhary              0          0   \n",
       "58      3  MC Henriques      S Dhawan  A Choudhary              0          0   \n",
       "59      4      S Dhawan  MC Henriques  A Choudhary              0          0   \n",
       "60      5  MC Henriques      S Dhawan  A Choudhary              0          0   \n",
       "61      6      S Dhawan  MC Henriques  A Choudhary              0          0   \n",
       "62      1  MC Henriques      S Dhawan    STR Binny              0          0   \n",
       "63      2      S Dhawan  MC Henriques    STR Binny              0          0   \n",
       "64      3      S Dhawan  MC Henriques    STR Binny              0          0   \n",
       "65      4  MC Henriques  Yuvraj Singh    STR Binny              0          0   \n",
       "66      5  Yuvraj Singh  MC Henriques    STR Binny              0          0   \n",
       "67      6  Yuvraj Singh  MC Henriques    STR Binny              0          0   \n",
       "68      1  MC Henriques  Yuvraj Singh    S Aravind              0          0   \n",
       "69      2  Yuvraj Singh  MC Henriques    S Aravind              0          0   \n",
       "70      3  Yuvraj Singh  MC Henriques    S Aravind              0          0   \n",
       "71      4  MC Henriques  Yuvraj Singh    S Aravind              0          0   \n",
       "72      5  Yuvraj Singh  MC Henriques    S Aravind              0          0   \n",
       "73      6  Yuvraj Singh  MC Henriques    S Aravind              0          0   \n",
       "74      1  Yuvraj Singh  MC Henriques  A Choudhary              0          0   \n",
       "75      2  Yuvraj Singh  MC Henriques  A Choudhary              0          0   \n",
       "76      3  Yuvraj Singh  MC Henriques  A Choudhary              0          0   \n",
       "77      4  Yuvraj Singh  MC Henriques  A Choudhary              0          0   \n",
       "78      5  Yuvraj Singh  MC Henriques  A Choudhary              0          1   \n",
       "79      6  Yuvraj Singh  MC Henriques  A Choudhary              0          0   \n",
       "80      7  Yuvraj Singh  MC Henriques  A Choudhary              0          0   \n",
       "81      1  Yuvraj Singh  MC Henriques    SR Watson              0          0   \n",
       "82      2  Yuvraj Singh  MC Henriques    SR Watson              0          0   \n",
       "83      3  MC Henriques  Yuvraj Singh    SR Watson              0          0   \n",
       "84      4  Yuvraj Singh  MC Henriques    SR Watson              0          0   \n",
       "85      5  MC Henriques  Yuvraj Singh    SR Watson              0          0   \n",
       "86      6  MC Henriques  Yuvraj Singh    SR Watson              0          0   \n",
       "87      1  MC Henriques  Yuvraj Singh    S Aravind              0          0   \n",
       "88      2  MC Henriques  Yuvraj Singh    S Aravind              0          0   \n",
       "89      3  Yuvraj Singh  MC Henriques    S Aravind              0          0   \n",
       "90      4  Yuvraj Singh  MC Henriques    S Aravind              0          0   \n",
       "91      5  MC Henriques  Yuvraj Singh    S Aravind              0          0   \n",
       "92      6  MC Henriques  Yuvraj Singh    S Aravind              0          0   \n",
       "93      1  MC Henriques  Yuvraj Singh    YS Chahal              0          0   \n",
       "94      2  MC Henriques  Yuvraj Singh    YS Chahal              0          0   \n",
       "95      3  Yuvraj Singh      DJ Hooda    YS Chahal              0          0   \n",
       "96      4      DJ Hooda  Yuvraj Singh    YS Chahal              0          0   \n",
       "97      5  Yuvraj Singh      DJ Hooda    YS Chahal              0          0   \n",
       "98      6      DJ Hooda  Yuvraj Singh    YS Chahal              0          0   \n",
       "99      1      DJ Hooda  Yuvraj Singh     TS Mills              0          0   \n",
       "100     2  Yuvraj Singh      DJ Hooda     TS Mills              0          0   \n",
       "101     3  Yuvraj Singh      DJ Hooda     TS Mills              0          0   \n",
       "102     4  Yuvraj Singh      DJ Hooda     TS Mills              0          0   \n",
       "103     5      DJ Hooda  Yuvraj Singh     TS Mills              0          0   \n",
       "104     6      DJ Hooda  Yuvraj Singh     TS Mills              0          0   \n",
       "105     1      DJ Hooda  Yuvraj Singh  A Choudhary              0          0   \n",
       "106     2      DJ Hooda  Yuvraj Singh  A Choudhary              0          0   \n",
       "107     3  Yuvraj Singh      DJ Hooda  A Choudhary              0          1   \n",
       "108     4  Yuvraj Singh      DJ Hooda  A Choudhary              0          1   \n",
       "109     5  Yuvraj Singh      DJ Hooda  A Choudhary              0          0   \n",
       "110     6  Yuvraj Singh      DJ Hooda  A Choudhary              0          0   \n",
       "111     7      DJ Hooda  Yuvraj Singh  A Choudhary              0          0   \n",
       "112     8      DJ Hooda  Yuvraj Singh  A Choudhary              0          0   \n",
       "113     1      DJ Hooda  Yuvraj Singh     TS Mills              0          0   \n",
       "114     2  Yuvraj Singh      DJ Hooda     TS Mills              0          0   \n",
       "115     3  Yuvraj Singh      DJ Hooda     TS Mills              0          0   \n",
       "116     4  Yuvraj Singh      DJ Hooda     TS Mills              0          0   \n",
       "117     5   BCJ Cutting      DJ Hooda     TS Mills              0          0   \n",
       "118     6      DJ Hooda   BCJ Cutting     TS Mills              0          0   \n",
       "119     1   BCJ Cutting      DJ Hooda    SR Watson              0          0   \n",
       "120     2      DJ Hooda   BCJ Cutting    SR Watson              0          0   \n",
       "121     3   BCJ Cutting      DJ Hooda    SR Watson              0          0   \n",
       "122     4   BCJ Cutting      DJ Hooda    SR Watson              0          0   \n",
       "123     5   BCJ Cutting      DJ Hooda    SR Watson              0          0   \n",
       "124     6   BCJ Cutting      DJ Hooda    SR Watson              0          0   \n",
       "\n",
       "     bye_runs  legbye_runs  noball_runs  penalty_runs  batsman_runs  \\\n",
       "0           0            0            0             0             0   \n",
       "1           0            0            0             0             0   \n",
       "2           0            0            0             0             4   \n",
       "3           0            0            0             0             0   \n",
       "4           0            0            0             0             0   \n",
       "5           0            0            0             0             0   \n",
       "6           0            1            0             0             0   \n",
       "7           0            0            0             0             1   \n",
       "8           0            0            0             0             4   \n",
       "9           0            0            1             0             0   \n",
       "10          0            0            0             0             6   \n",
       "11          0            0            0             0             0   \n",
       "12          0            0            0             0             0   \n",
       "13          0            0            0             0             4   \n",
       "14          0            0            0             0             1   \n",
       "15          0            0            0             0             0   \n",
       "16          0            0            0             0             0   \n",
       "17          0            0            0             0             3   \n",
       "18          0            0            0             0             1   \n",
       "19          0            0            0             0             1   \n",
       "20          0            0            0             0             0   \n",
       "21          0            0            0             0             1   \n",
       "22          0            0            0             0             0   \n",
       "23          0            0            0             0             1   \n",
       "24          0            0            0             0             1   \n",
       "25          0            0            0             0             1   \n",
       "26          0            0            0             0             1   \n",
       "27          0            0            0             0             1   \n",
       "28          0            0            0             0             1   \n",
       "29          0            0            0             0             2   \n",
       "30          0            0            0             0             4   \n",
       "31          0            0            0             0             0   \n",
       "32          0            0            0             0             4   \n",
       "33          0            0            0             0             4   \n",
       "34          0            0            0             0             0   \n",
       "35          0            0            0             0             4   \n",
       "36          0            0            0             0             4   \n",
       "37          0            0            0             0             1   \n",
       "38          0            0            0             0             1   \n",
       "39          0            0            0             0             0   \n",
       "40          0            0            0             0             1   \n",
       "41          0            0            0             0             1   \n",
       "42          0            0            0             0             1   \n",
       "43          0            0            0             0             1   \n",
       "44          0            0            0             0             1   \n",
       "45          0            0            0             0             1   \n",
       "46          0            0            0             0             1   \n",
       "47          0            0            0             0             6   \n",
       "48          0            0            0             0             1   \n",
       "49          0            0            0             0             1   \n",
       "50          0            0            0             0             2   \n",
       "51          0            0            0             0             1   \n",
       "52          0            0            0             0             1   \n",
       "53          0            0            0             0             1   \n",
       "54          0            0            0             0             2   \n",
       "55          0            0            0             0             2   \n",
       "56          0            0            0             0             0   \n",
       "57          0            0            0             0             1   \n",
       "58          0            0            0             0             1   \n",
       "59          0            0            0             0             1   \n",
       "60          0            0            0             0             1   \n",
       "61          0            0            0             0             0   \n",
       "62          0            0            0             0             1   \n",
       "63          0            0            0             0             4   \n",
       "64          0            0            0             0             0   \n",
       "65          0            0            0             0             1   \n",
       "66          0            0            0             0             2   \n",
       "67          0            0            0             0             2   \n",
       "68          0            0            0             0             1   \n",
       "69          0            0            0             0             0   \n",
       "70          0            0            0             0             1   \n",
       "71          0            0            0             0             1   \n",
       "72          0            0            0             0             4   \n",
       "73          0            0            0             0             1   \n",
       "74          0            0            0             0             4   \n",
       "75          0            0            0             0             6   \n",
       "76          0            0            0             0             4   \n",
       "77          0            0            0             0             0   \n",
       "78          0            0            0             0             0   \n",
       "79          0            0            0             0             2   \n",
       "80          0            0            0             0             1   \n",
       "81          0            0            0             0             4   \n",
       "82          0            0            0             0             1   \n",
       "83          0            0            0             0             1   \n",
       "84          0            0            0             0             1   \n",
       "85          0            0            0             0             0   \n",
       "86          0            0            0             0             1   \n",
       "87          0            0            0             0             4   \n",
       "88          0            0            0             0             1   \n",
       "89          0            0            0             0             6   \n",
       "90          0            0            0             0             1   \n",
       "91          0            0            0             0             6   \n",
       "92          0            0            0             0             1   \n",
       "93          0            0            0             0             0   \n",
       "94          0            0            0             0             0   \n",
       "95          0            0            0             0             1   \n",
       "96          0            0            0             0             1   \n",
       "97          0            0            0             0             1   \n",
       "98          0            0            0             0             1   \n",
       "99          0            0            0             0             1   \n",
       "100         0            0            0             0             0   \n",
       "101         0            0            0             0             4   \n",
       "102         0            0            0             0             1   \n",
       "103         0            0            0             0             0   \n",
       "104         0            0            0             0             1   \n",
       "105         0            0            0             0             6   \n",
       "106         0            0            0             0             1   \n",
       "107         0            0            0             0             0   \n",
       "108         0            0            0             0             0   \n",
       "109         0            0            0             0             4   \n",
       "110         0            0            0             0             1   \n",
       "111         0            0            0             0             2   \n",
       "112         0            0            0             0             1   \n",
       "113         0            0            0             0             1   \n",
       "114         0            0            0             0             4   \n",
       "115         0            0            0             0             6   \n",
       "116         0            0            0             0             0   \n",
       "117         0            0            0             0             1   \n",
       "118         0            0            0             0             0   \n",
       "119         0            0            0             0             1   \n",
       "120         0            0            0             0             1   \n",
       "121         0            0            0             0             6   \n",
       "122         0            0            0             0             2   \n",
       "123         0            0            0             0             0   \n",
       "124         0            0            0             0             6   \n",
       "\n",
       "     extra_runs  total_runs player_dismissed dismissal_kind        fielder  \n",
       "0             0           0              NaN            NaN            NaN  \n",
       "1             0           0              NaN            NaN            NaN  \n",
       "2             0           4              NaN            NaN            NaN  \n",
       "3             0           0              NaN            NaN            NaN  \n",
       "4             2           2              NaN            NaN            NaN  \n",
       "5             0           0              NaN            NaN            NaN  \n",
       "6             1           1              NaN            NaN            NaN  \n",
       "7             0           1              NaN            NaN            NaN  \n",
       "8             0           4              NaN            NaN            NaN  \n",
       "9             1           1              NaN            NaN            NaN  \n",
       "10            0           6              NaN            NaN            NaN  \n",
       "11            0           0        DA Warner         caught  Mandeep Singh  \n",
       "12            0           0              NaN            NaN            NaN  \n",
       "13            0           4              NaN            NaN            NaN  \n",
       "14            0           1              NaN            NaN            NaN  \n",
       "15            0           0              NaN            NaN            NaN  \n",
       "16            0           0              NaN            NaN            NaN  \n",
       "17            0           3              NaN            NaN            NaN  \n",
       "18            0           1              NaN            NaN            NaN  \n",
       "19            0           1              NaN            NaN            NaN  \n",
       "20            0           0              NaN            NaN            NaN  \n",
       "21            0           1              NaN            NaN            NaN  \n",
       "22            0           0              NaN            NaN            NaN  \n",
       "23            0           1              NaN            NaN            NaN  \n",
       "24            0           1              NaN            NaN            NaN  \n",
       "25            0           1              NaN            NaN            NaN  \n",
       "26            0           1              NaN            NaN            NaN  \n",
       "27            0           1              NaN            NaN            NaN  \n",
       "28            0           1              NaN            NaN            NaN  \n",
       "29            0           2              NaN            NaN            NaN  \n",
       "30            0           4              NaN            NaN            NaN  \n",
       "31            0           0              NaN            NaN            NaN  \n",
       "32            0           4              NaN            NaN            NaN  \n",
       "33            0           4              NaN            NaN            NaN  \n",
       "34            0           0              NaN            NaN            NaN  \n",
       "35            0           4              NaN            NaN            NaN  \n",
       "36            0           4              NaN            NaN            NaN  \n",
       "37            0           1              NaN            NaN            NaN  \n",
       "38            0           1              NaN            NaN            NaN  \n",
       "39            0           0              NaN            NaN            NaN  \n",
       "40            0           1              NaN            NaN            NaN  \n",
       "41            0           1              NaN            NaN            NaN  \n",
       "42            0           1              NaN            NaN            NaN  \n",
       "43            0           1              NaN            NaN            NaN  \n",
       "44            0           1              NaN            NaN            NaN  \n",
       "45            0           1              NaN            NaN            NaN  \n",
       "46            0           1              NaN            NaN            NaN  \n",
       "47            0           6              NaN            NaN            NaN  \n",
       "48            0           1              NaN            NaN            NaN  \n",
       "49            0           1              NaN            NaN            NaN  \n",
       "50            0           2              NaN            NaN            NaN  \n",
       "51            0           1              NaN            NaN            NaN  \n",
       "52            0           1              NaN            NaN            NaN  \n",
       "53            0           1              NaN            NaN            NaN  \n",
       "54            0           2              NaN            NaN            NaN  \n",
       "55            0           2              NaN            NaN            NaN  \n",
       "56            0           0              NaN            NaN            NaN  \n",
       "57            0           1              NaN            NaN            NaN  \n",
       "58            0           1              NaN            NaN            NaN  \n",
       "59            0           1              NaN            NaN            NaN  \n",
       "60            0           1              NaN            NaN            NaN  \n",
       "61            0           0              NaN            NaN            NaN  \n",
       "62            0           1              NaN            NaN            NaN  \n",
       "63            0           4              NaN            NaN            NaN  \n",
       "64            0           0         S Dhawan         caught    Sachin Baby  \n",
       "65            0           1              NaN            NaN            NaN  \n",
       "66            0           2              NaN            NaN            NaN  \n",
       "67            0           2              NaN            NaN            NaN  \n",
       "68            0           1              NaN            NaN            NaN  \n",
       "69            0           0              NaN            NaN            NaN  \n",
       "70            0           1              NaN            NaN            NaN  \n",
       "71            0           1              NaN            NaN            NaN  \n",
       "72            0           4              NaN            NaN            NaN  \n",
       "73            0           1              NaN            NaN            NaN  \n",
       "74            0           4              NaN            NaN            NaN  \n",
       "75            0           6              NaN            NaN            NaN  \n",
       "76            0           4              NaN            NaN            NaN  \n",
       "77            0           0              NaN            NaN            NaN  \n",
       "78            1           1              NaN            NaN            NaN  \n",
       "79            0           2              NaN            NaN            NaN  \n",
       "80            0           1              NaN            NaN            NaN  \n",
       "81            0           4              NaN            NaN            NaN  \n",
       "82            0           1              NaN            NaN            NaN  \n",
       "83            0           1              NaN            NaN            NaN  \n",
       "84            0           1              NaN            NaN            NaN  \n",
       "85            0           0              NaN            NaN            NaN  \n",
       "86            0           1              NaN            NaN            NaN  \n",
       "87            0           4              NaN            NaN            NaN  \n",
       "88            0           1              NaN            NaN            NaN  \n",
       "89            0           6              NaN            NaN            NaN  \n",
       "90            0           1              NaN            NaN            NaN  \n",
       "91            0           6              NaN            NaN            NaN  \n",
       "92            0           1              NaN            NaN            NaN  \n",
       "93            0           0              NaN            NaN            NaN  \n",
       "94            0           0     MC Henriques         caught    Sachin Baby  \n",
       "95            0           1              NaN            NaN            NaN  \n",
       "96            0           1              NaN            NaN            NaN  \n",
       "97            0           1              NaN            NaN            NaN  \n",
       "98            0           1              NaN            NaN            NaN  \n",
       "99            0           1              NaN            NaN            NaN  \n",
       "100           0           0              NaN            NaN            NaN  \n",
       "101           0           4              NaN            NaN            NaN  \n",
       "102           0           1              NaN            NaN            NaN  \n",
       "103           0           0              NaN            NaN            NaN  \n",
       "104           0           1              NaN            NaN            NaN  \n",
       "105           0           6              NaN            NaN            NaN  \n",
       "106           0           1              NaN            NaN            NaN  \n",
       "107           1           1              NaN            NaN            NaN  \n",
       "108           1           1              NaN            NaN            NaN  \n",
       "109           0           4              NaN            NaN            NaN  \n",
       "110           0           1              NaN            NaN            NaN  \n",
       "111           0           2              NaN            NaN            NaN  \n",
       "112           0           1              NaN            NaN            NaN  \n",
       "113           0           1              NaN            NaN            NaN  \n",
       "114           0           4              NaN            NaN            NaN  \n",
       "115           0           6              NaN            NaN            NaN  \n",
       "116           0           0     Yuvraj Singh         bowled            NaN  \n",
       "117           0           1              NaN            NaN            NaN  \n",
       "118           0           0              NaN            NaN            NaN  \n",
       "119           0           1              NaN            NaN            NaN  \n",
       "120           0           1              NaN            NaN            NaN  \n",
       "121           0           6              NaN            NaN            NaN  \n",
       "122           0           2              NaN            NaN            NaN  \n",
       "123           0           0              NaN            NaN            NaN  \n",
       "124           0           6              NaN            NaN            NaN  "
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "srh=match_1[match_1[\"inning\"]==1]\n",
    "srh"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(125, 21)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "srh.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1    57\n",
       "0    32\n",
       "4    17\n",
       "6     9\n",
       "2     9\n",
       "3     1\n",
       "Name: batsman_runs, dtype: int64"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "runs=srh[\"batsman_runs\"].value_counts()\n",
    "runs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "caught    3\n",
       "bowled    1\n",
       "Name: dismissal_kind, dtype: int64"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "way_of_out=srh[\"dismissal_kind\"].value_counts()\n",
    "way_of_out"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "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>match_id</th>\n",
       "      <th>inning</th>\n",
       "      <th>batting_team</th>\n",
       "      <th>bowling_team</th>\n",
       "      <th>over</th>\n",
       "      <th>ball</th>\n",
       "      <th>batsman</th>\n",
       "      <th>non_striker</th>\n",
       "      <th>bowler</th>\n",
       "      <th>is_super_over</th>\n",
       "      <th>wide_runs</th>\n",
       "      <th>bye_runs</th>\n",
       "      <th>legbye_runs</th>\n",
       "      <th>noball_runs</th>\n",
       "      <th>penalty_runs</th>\n",
       "      <th>batsman_runs</th>\n",
       "      <th>extra_runs</th>\n",
       "      <th>total_runs</th>\n",
       "      <th>player_dismissed</th>\n",
       "      <th>dismissal_kind</th>\n",
       "      <th>fielder</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>4</td>\n",
       "      <td>6</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>4</td>\n",
       "      <td>7</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>5</td>\n",
       "      <td>2</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>5</td>\n",
       "      <td>3</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>6</td>\n",
       "      <td>4</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Mandeep Singh</td>\n",
       "      <td>bowled</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>6</td>\n",
       "      <td>5</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>7</td>\n",
       "      <td>1</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>7</td>\n",
       "      <td>2</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>7</td>\n",
       "      <td>3</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>CH Gayle</td>\n",
       "      <td>caught</td>\n",
       "      <td>DA Warner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>7</td>\n",
       "      <td>5</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>DJ Hooda</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>8</td>\n",
       "      <td>2</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>8</td>\n",
       "      <td>3</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>8</td>\n",
       "      <td>4</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>8</td>\n",
       "      <td>5</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>8</td>\n",
       "      <td>6</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>9</td>\n",
       "      <td>2</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>9</td>\n",
       "      <td>3</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>9</td>\n",
       "      <td>4</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>9</td>\n",
       "      <td>5</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>9</td>\n",
       "      <td>6</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>9</td>\n",
       "      <td>7</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>10</td>\n",
       "      <td>6</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>10</td>\n",
       "      <td>7</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>11</td>\n",
       "      <td>2</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>11</td>\n",
       "      <td>3</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>11</td>\n",
       "      <td>4</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>11</td>\n",
       "      <td>5</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>11</td>\n",
       "      <td>6</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>11</td>\n",
       "      <td>7</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>KM Jadhav</td>\n",
       "      <td>run out</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>MC Henriques</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>13</td>\n",
       "      <td>3</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>13</td>\n",
       "      <td>5</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>TM Head</td>\n",
       "      <td>caught</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>Sachin Baby</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>14</td>\n",
       "      <td>1</td>\n",
       "      <td>Sachin Baby</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>Bipul Sharma</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>Sachin Baby</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>Bipul Sharma</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>Sachin Baby</td>\n",
       "      <td>Bipul Sharma</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>14</td>\n",
       "      <td>4</td>\n",
       "      <td>Sachin Baby</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>Bipul Sharma</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Sachin Baby</td>\n",
       "      <td>caught</td>\n",
       "      <td>MC Henriques</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>14</td>\n",
       "      <td>5</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>Bipul Sharma</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>Bipul Sharma</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>15</td>\n",
       "      <td>2</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>15</td>\n",
       "      <td>3</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>15</td>\n",
       "      <td>4</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>15</td>\n",
       "      <td>5</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>Rashid Khan</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>16</td>\n",
       "      <td>1</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>16</td>\n",
       "      <td>2</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>16</td>\n",
       "      <td>3</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>16</td>\n",
       "      <td>4</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>16</td>\n",
       "      <td>5</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>16</td>\n",
       "      <td>6</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>17</td>\n",
       "      <td>1</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>17</td>\n",
       "      <td>2</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>17</td>\n",
       "      <td>3</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>17</td>\n",
       "      <td>4</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>17</td>\n",
       "      <td>5</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>STR Binny</td>\n",
       "      <td>caught</td>\n",
       "      <td>Yuvraj Singh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>17</td>\n",
       "      <td>6</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>18</td>\n",
       "      <td>1</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>18</td>\n",
       "      <td>2</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>18</td>\n",
       "      <td>3</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>SR Watson</td>\n",
       "      <td>caught</td>\n",
       "      <td>MC Henriques</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>18</td>\n",
       "      <td>4</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>S Aravind</td>\n",
       "      <td>bowled</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>18</td>\n",
       "      <td>5</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>18</td>\n",
       "      <td>6</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>A Nehra</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>19</td>\n",
       "      <td>1</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>19</td>\n",
       "      <td>2</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>19</td>\n",
       "      <td>3</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>19</td>\n",
       "      <td>4</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>19</td>\n",
       "      <td>5</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>TS Mills</td>\n",
       "      <td>caught</td>\n",
       "      <td>DA Warner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>19</td>\n",
       "      <td>6</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>B Kumar</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>20</td>\n",
       "      <td>1</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>20</td>\n",
       "      <td>2</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>20</td>\n",
       "      <td>3</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Royal Challengers Bangalore</td>\n",
       "      <td>Sunrisers Hyderabad</td>\n",
       "      <td>20</td>\n",
       "      <td>4</td>\n",
       "      <td>A Choudhary</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>BCJ Cutting</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>YS Chahal</td>\n",
       "      <td>run out</td>\n",
       "      <td>CJ Jordan (sub)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     match_id  inning                 batting_team         bowling_team  over  \\\n",
       "125         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     1   \n",
       "126         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     1   \n",
       "127         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     1   \n",
       "128         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     1   \n",
       "129         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     1   \n",
       "130         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     1   \n",
       "131         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     2   \n",
       "132         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     2   \n",
       "133         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     2   \n",
       "134         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     2   \n",
       "135         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     2   \n",
       "136         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     2   \n",
       "137         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     3   \n",
       "138         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     3   \n",
       "139         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     3   \n",
       "140         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     3   \n",
       "141         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     3   \n",
       "142         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     3   \n",
       "143         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     4   \n",
       "144         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     4   \n",
       "145         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     4   \n",
       "146         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     4   \n",
       "147         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     4   \n",
       "148         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     4   \n",
       "149         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     4   \n",
       "150         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     5   \n",
       "151         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     5   \n",
       "152         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     5   \n",
       "153         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     5   \n",
       "154         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     5   \n",
       "155         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     5   \n",
       "156         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     5   \n",
       "157         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     6   \n",
       "158         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     6   \n",
       "159         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     6   \n",
       "160         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     6   \n",
       "161         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     6   \n",
       "162         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     6   \n",
       "163         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     7   \n",
       "164         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     7   \n",
       "165         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     7   \n",
       "166         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     7   \n",
       "167         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     7   \n",
       "168         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     7   \n",
       "169         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     8   \n",
       "170         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     8   \n",
       "171         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     8   \n",
       "172         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     8   \n",
       "173         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     8   \n",
       "174         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     8   \n",
       "175         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     9   \n",
       "176         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     9   \n",
       "177         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     9   \n",
       "178         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     9   \n",
       "179         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     9   \n",
       "180         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     9   \n",
       "181         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad     9   \n",
       "182         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    10   \n",
       "183         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    10   \n",
       "184         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    10   \n",
       "185         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    10   \n",
       "186         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    10   \n",
       "187         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    10   \n",
       "188         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    10   \n",
       "189         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    11   \n",
       "190         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    11   \n",
       "191         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    11   \n",
       "192         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    11   \n",
       "193         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    11   \n",
       "194         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    11   \n",
       "195         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    11   \n",
       "196         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    12   \n",
       "197         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    12   \n",
       "198         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    12   \n",
       "199         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    12   \n",
       "200         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    12   \n",
       "201         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    12   \n",
       "202         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    13   \n",
       "203         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    13   \n",
       "204         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    13   \n",
       "205         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    13   \n",
       "206         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    13   \n",
       "207         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    13   \n",
       "208         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    14   \n",
       "209         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    14   \n",
       "210         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    14   \n",
       "211         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    14   \n",
       "212         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    14   \n",
       "213         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    14   \n",
       "214         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    15   \n",
       "215         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    15   \n",
       "216         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    15   \n",
       "217         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    15   \n",
       "218         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    15   \n",
       "219         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    15   \n",
       "220         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    16   \n",
       "221         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    16   \n",
       "222         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    16   \n",
       "223         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    16   \n",
       "224         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    16   \n",
       "225         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    16   \n",
       "226         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    17   \n",
       "227         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    17   \n",
       "228         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    17   \n",
       "229         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    17   \n",
       "230         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    17   \n",
       "231         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    17   \n",
       "232         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    18   \n",
       "233         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    18   \n",
       "234         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    18   \n",
       "235         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    18   \n",
       "236         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    18   \n",
       "237         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    18   \n",
       "238         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    19   \n",
       "239         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    19   \n",
       "240         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    19   \n",
       "241         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    19   \n",
       "242         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    19   \n",
       "243         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    19   \n",
       "244         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    20   \n",
       "245         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    20   \n",
       "246         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    20   \n",
       "247         1       2  Royal Challengers Bangalore  Sunrisers Hyderabad    20   \n",
       "\n",
       "     ball        batsman    non_striker        bowler  is_super_over  \\\n",
       "125     1       CH Gayle  Mandeep Singh       A Nehra              0   \n",
       "126     2  Mandeep Singh       CH Gayle       A Nehra              0   \n",
       "127     3  Mandeep Singh       CH Gayle       A Nehra              0   \n",
       "128     4  Mandeep Singh       CH Gayle       A Nehra              0   \n",
       "129     5  Mandeep Singh       CH Gayle       A Nehra              0   \n",
       "130     6  Mandeep Singh       CH Gayle       A Nehra              0   \n",
       "131     1       CH Gayle  Mandeep Singh       B Kumar              0   \n",
       "132     2       CH Gayle  Mandeep Singh       B Kumar              0   \n",
       "133     3       CH Gayle  Mandeep Singh       B Kumar              0   \n",
       "134     4  Mandeep Singh       CH Gayle       B Kumar              0   \n",
       "135     5  Mandeep Singh       CH Gayle       B Kumar              0   \n",
       "136     6  Mandeep Singh       CH Gayle       B Kumar              0   \n",
       "137     1       CH Gayle  Mandeep Singh       A Nehra              0   \n",
       "138     2       CH Gayle  Mandeep Singh       A Nehra              0   \n",
       "139     3       CH Gayle  Mandeep Singh       A Nehra              0   \n",
       "140     4  Mandeep Singh       CH Gayle       A Nehra              0   \n",
       "141     5  Mandeep Singh       CH Gayle       A Nehra              0   \n",
       "142     6       CH Gayle  Mandeep Singh       A Nehra              0   \n",
       "143     1  Mandeep Singh       CH Gayle       B Kumar              0   \n",
       "144     2       CH Gayle  Mandeep Singh       B Kumar              0   \n",
       "145     3       CH Gayle  Mandeep Singh       B Kumar              0   \n",
       "146     4       CH Gayle  Mandeep Singh       B Kumar              0   \n",
       "147     5       CH Gayle  Mandeep Singh       B Kumar              0   \n",
       "148     6       CH Gayle  Mandeep Singh       B Kumar              0   \n",
       "149     7  Mandeep Singh       CH Gayle       B Kumar              0   \n",
       "150     1       CH Gayle  Mandeep Singh   BCJ Cutting              0   \n",
       "151     2       CH Gayle  Mandeep Singh   BCJ Cutting              0   \n",
       "152     3       CH Gayle  Mandeep Singh   BCJ Cutting              0   \n",
       "153     4       CH Gayle  Mandeep Singh   BCJ Cutting              0   \n",
       "154     5       CH Gayle  Mandeep Singh   BCJ Cutting              0   \n",
       "155     6       CH Gayle  Mandeep Singh   BCJ Cutting              0   \n",
       "156     7       CH Gayle  Mandeep Singh   BCJ Cutting              0   \n",
       "157     1  Mandeep Singh       CH Gayle   Rashid Khan              0   \n",
       "158     2  Mandeep Singh       CH Gayle   Rashid Khan              0   \n",
       "159     3  Mandeep Singh       CH Gayle   Rashid Khan              0   \n",
       "160     4  Mandeep Singh       CH Gayle   Rashid Khan              0   \n",
       "161     5        TM Head       CH Gayle   Rashid Khan              0   \n",
       "162     6        TM Head       CH Gayle   Rashid Khan              0   \n",
       "163     1       CH Gayle        TM Head      DJ Hooda              0   \n",
       "164     2       CH Gayle        TM Head      DJ Hooda              0   \n",
       "165     3       CH Gayle        TM Head      DJ Hooda              0   \n",
       "166     4        TM Head      KM Jadhav      DJ Hooda              0   \n",
       "167     5        TM Head      KM Jadhav      DJ Hooda              0   \n",
       "168     6      KM Jadhav        TM Head      DJ Hooda              0   \n",
       "169     1        TM Head      KM Jadhav   Rashid Khan              0   \n",
       "170     2        TM Head      KM Jadhav   Rashid Khan              0   \n",
       "171     3        TM Head      KM Jadhav   Rashid Khan              0   \n",
       "172     4      KM Jadhav        TM Head   Rashid Khan              0   \n",
       "173     5        TM Head      KM Jadhav   Rashid Khan              0   \n",
       "174     6      KM Jadhav        TM Head   Rashid Khan              0   \n",
       "175     1        TM Head      KM Jadhav   BCJ Cutting              0   \n",
       "176     2      KM Jadhav        TM Head   BCJ Cutting              0   \n",
       "177     3      KM Jadhav        TM Head   BCJ Cutting              0   \n",
       "178     4      KM Jadhav        TM Head   BCJ Cutting              0   \n",
       "179     5        TM Head      KM Jadhav   BCJ Cutting              0   \n",
       "180     6      KM Jadhav        TM Head   BCJ Cutting              0   \n",
       "181     7      KM Jadhav        TM Head   BCJ Cutting              0   \n",
       "182     1      KM Jadhav        TM Head  MC Henriques              0   \n",
       "183     2        TM Head      KM Jadhav  MC Henriques              0   \n",
       "184     3        TM Head      KM Jadhav  MC Henriques              0   \n",
       "185     4      KM Jadhav        TM Head  MC Henriques              0   \n",
       "186     5        TM Head      KM Jadhav  MC Henriques              0   \n",
       "187     6        TM Head      KM Jadhav  MC Henriques              0   \n",
       "188     7      KM Jadhav        TM Head  MC Henriques              0   \n",
       "189     1        TM Head      KM Jadhav       A Nehra              0   \n",
       "190     2      KM Jadhav        TM Head       A Nehra              0   \n",
       "191     3      KM Jadhav        TM Head       A Nehra              0   \n",
       "192     4        TM Head      KM Jadhav       A Nehra              0   \n",
       "193     5      KM Jadhav        TM Head       A Nehra              0   \n",
       "194     6      KM Jadhav        TM Head       A Nehra              0   \n",
       "195     7      KM Jadhav        TM Head       A Nehra              0   \n",
       "196     1      KM Jadhav        TM Head  MC Henriques              0   \n",
       "197     2        TM Head      KM Jadhav  MC Henriques              0   \n",
       "198     3        TM Head      KM Jadhav  MC Henriques              0   \n",
       "199     4      KM Jadhav        TM Head  MC Henriques              0   \n",
       "200     5      SR Watson        TM Head  MC Henriques              0   \n",
       "201     6        TM Head      SR Watson  MC Henriques              0   \n",
       "202     1        TM Head      SR Watson   Rashid Khan              0   \n",
       "203     2      SR Watson        TM Head   Rashid Khan              0   \n",
       "204     3      SR Watson        TM Head   Rashid Khan              0   \n",
       "205     4        TM Head      SR Watson   Rashid Khan              0   \n",
       "206     5        TM Head      SR Watson   Rashid Khan              0   \n",
       "207     6      SR Watson    Sachin Baby   Rashid Khan              0   \n",
       "208     1    Sachin Baby      SR Watson  Bipul Sharma              0   \n",
       "209     2    Sachin Baby      SR Watson  Bipul Sharma              0   \n",
       "210     3      SR Watson    Sachin Baby  Bipul Sharma              0   \n",
       "211     4    Sachin Baby      SR Watson  Bipul Sharma              0   \n",
       "212     5      SR Watson      STR Binny  Bipul Sharma              0   \n",
       "213     6      STR Binny      SR Watson  Bipul Sharma              0   \n",
       "214     1      STR Binny      SR Watson   Rashid Khan              0   \n",
       "215     2      SR Watson      STR Binny   Rashid Khan              0   \n",
       "216     3      STR Binny      SR Watson   Rashid Khan              0   \n",
       "217     4      STR Binny      SR Watson   Rashid Khan              0   \n",
       "218     5      STR Binny      SR Watson   Rashid Khan              0   \n",
       "219     6      SR Watson      STR Binny   Rashid Khan              0   \n",
       "220     1      STR Binny      SR Watson   BCJ Cutting              0   \n",
       "221     2      STR Binny      SR Watson   BCJ Cutting              0   \n",
       "222     3      STR Binny      SR Watson   BCJ Cutting              0   \n",
       "223     4      SR Watson      STR Binny   BCJ Cutting              0   \n",
       "224     5      SR Watson      STR Binny   BCJ Cutting              0   \n",
       "225     6      SR Watson      STR Binny   BCJ Cutting              0   \n",
       "226     1      SR Watson      STR Binny       B Kumar              0   \n",
       "227     2      STR Binny      SR Watson       B Kumar              0   \n",
       "228     3      SR Watson      STR Binny       B Kumar              0   \n",
       "229     4      SR Watson      STR Binny       B Kumar              0   \n",
       "230     5      STR Binny      SR Watson       B Kumar              0   \n",
       "231     6      S Aravind      SR Watson       B Kumar              0   \n",
       "232     1      SR Watson      S Aravind       A Nehra              0   \n",
       "233     2      SR Watson      S Aravind       A Nehra              0   \n",
       "234     3      SR Watson      S Aravind       A Nehra              0   \n",
       "235     4      S Aravind       TS Mills       A Nehra              0   \n",
       "236     5      YS Chahal       TS Mills       A Nehra              0   \n",
       "237     6      YS Chahal       TS Mills       A Nehra              0   \n",
       "238     1       TS Mills      YS Chahal       B Kumar              0   \n",
       "239     2      YS Chahal       TS Mills       B Kumar              0   \n",
       "240     3      YS Chahal       TS Mills       B Kumar              0   \n",
       "241     4       TS Mills      YS Chahal       B Kumar              0   \n",
       "242     5       TS Mills      YS Chahal       B Kumar              0   \n",
       "243     6      YS Chahal    A Choudhary       B Kumar              0   \n",
       "244     1      YS Chahal    A Choudhary   BCJ Cutting              0   \n",
       "245     2      YS Chahal    A Choudhary   BCJ Cutting              0   \n",
       "246     3    A Choudhary      YS Chahal   BCJ Cutting              0   \n",
       "247     4    A Choudhary      YS Chahal   BCJ Cutting              0   \n",
       "\n",
       "     wide_runs  bye_runs  legbye_runs  noball_runs  penalty_runs  \\\n",
       "125          0         0            0            0             0   \n",
       "126          0         0            0            0             0   \n",
       "127          0         0            0            0             0   \n",
       "128          0         0            0            0             0   \n",
       "129          0         0            0            0             0   \n",
       "130          0         0            0            0             0   \n",
       "131          0         0            0            0             0   \n",
       "132          0         0            0            0             0   \n",
       "133          0         0            0            0             0   \n",
       "134          0         0            0            0             0   \n",
       "135          0         0            0            0             0   \n",
       "136          0         0            0            0             0   \n",
       "137          0         0            0            0             0   \n",
       "138          0         0            0            0             0   \n",
       "139          0         0            0            0             0   \n",
       "140          0         0            0            0             0   \n",
       "141          0         0            0            0             0   \n",
       "142          0         0            0            0             0   \n",
       "143          0         0            0            0             0   \n",
       "144          0         0            0            0             0   \n",
       "145          0         0            0            0             0   \n",
       "146          1         0            0            0             0   \n",
       "147          0         0            0            0             0   \n",
       "148          0         0            0            0             0   \n",
       "149          0         0            0            0             0   \n",
       "150          0         0            0            0             0   \n",
       "151          0         0            0            0             0   \n",
       "152          0         0            0            0             0   \n",
       "153          1         0            0            0             0   \n",
       "154          0         0            0            0             0   \n",
       "155          0         0            0            0             0   \n",
       "156          0         0            0            0             0   \n",
       "157          0         0            0            0             0   \n",
       "158          0         0            0            0             0   \n",
       "159          0         0            0            0             0   \n",
       "160          0         0            0            0             0   \n",
       "161          0         0            0            0             0   \n",
       "162          0         0            0            0             0   \n",
       "163          0         0            0            0             0   \n",
       "164          0         0            0            0             0   \n",
       "165          0         0            0            0             0   \n",
       "166          0         0            0            0             0   \n",
       "167          0         0            0            0             0   \n",
       "168          0         0            0            0             0   \n",
       "169          0         0            0            0             0   \n",
       "170          0         0            0            0             0   \n",
       "171          0         0            0            0             0   \n",
       "172          0         0            0            0             0   \n",
       "173          0         0            0            0             0   \n",
       "174          0         0            0            0             0   \n",
       "175          0         0            0            0             0   \n",
       "176          1         0            0            0             0   \n",
       "177          0         0            0            0             0   \n",
       "178          0         0            0            0             0   \n",
       "179          0         0            0            0             0   \n",
       "180          0         0            0            0             0   \n",
       "181          0         0            0            0             0   \n",
       "182          0         0            0            1             0   \n",
       "183          0         0            0            0             0   \n",
       "184          0         0            0            0             0   \n",
       "185          0         0            0            0             0   \n",
       "186          0         0            0            0             0   \n",
       "187          0         0            0            0             0   \n",
       "188          0         0            0            0             0   \n",
       "189          0         0            0            0             0   \n",
       "190          1         0            0            0             0   \n",
       "191          0         0            0            0             0   \n",
       "192          0         0            0            0             0   \n",
       "193          0         0            0            0             0   \n",
       "194          0         0            0            0             0   \n",
       "195          0         0            0            0             0   \n",
       "196          0         0            0            0             0   \n",
       "197          0         0            0            0             0   \n",
       "198          0         0            0            0             0   \n",
       "199          0         0            0            0             0   \n",
       "200          0         0            0            0             0   \n",
       "201          0         0            0            0             0   \n",
       "202          0         0            0            0             0   \n",
       "203          0         0            0            0             0   \n",
       "204          0         0            0            0             0   \n",
       "205          0         0            0            0             0   \n",
       "206          0         0            0            0             0   \n",
       "207          0         0            0            0             0   \n",
       "208          0         0            0            0             0   \n",
       "209          0         0            0            0             0   \n",
       "210          0         0            0            0             0   \n",
       "211          0         0            0            0             0   \n",
       "212          0         0            0            0             0   \n",
       "213          0         0            0            0             0   \n",
       "214          0         0            0            0             0   \n",
       "215          0         0            0            0             0   \n",
       "216          0         0            0            0             0   \n",
       "217          0         0            0            0             0   \n",
       "218          0         0            0            0             0   \n",
       "219          0         0            0            0             0   \n",
       "220          0         0            0            0             0   \n",
       "221          0         0            0            0             0   \n",
       "222          0         0            0            0             0   \n",
       "223          0         0            0            0             0   \n",
       "224          0         0            0            0             0   \n",
       "225          0         0            0            0             0   \n",
       "226          0         0            0            0             0   \n",
       "227          0         0            0            0             0   \n",
       "228          0         0            0            0             0   \n",
       "229          0         0            0            0             0   \n",
       "230          0         0            0            0             0   \n",
       "231          0         0            0            0             0   \n",
       "232          0         0            0            0             0   \n",
       "233          0         0            0            0             0   \n",
       "234          0         0            0            0             0   \n",
       "235          0         0            0            0             0   \n",
       "236          0         0            0            0             0   \n",
       "237          0         0            0            0             0   \n",
       "238          0         0            1            0             0   \n",
       "239          0         0            0            0             0   \n",
       "240          0         0            0            0             0   \n",
       "241          0         0            0            0             0   \n",
       "242          0         0            0            0             0   \n",
       "243          0         0            0            0             0   \n",
       "244          0         0            0            0             0   \n",
       "245          0         0            0            0             0   \n",
       "246          0         0            0            0             0   \n",
       "247          0         0            0            0             0   \n",
       "\n",
       "     batsman_runs  extra_runs  total_runs player_dismissed dismissal_kind  \\\n",
       "125             1           0           1              NaN            NaN   \n",
       "126             0           0           0              NaN            NaN   \n",
       "127             0           0           0              NaN            NaN   \n",
       "128             2           0           2              NaN            NaN   \n",
       "129             4           0           4              NaN            NaN   \n",
       "130             4           0           4              NaN            NaN   \n",
       "131             0           0           0              NaN            NaN   \n",
       "132             0           0           0              NaN            NaN   \n",
       "133             1           0           1              NaN            NaN   \n",
       "134             0           0           0              NaN            NaN   \n",
       "135             0           0           0              NaN            NaN   \n",
       "136             0           0           0              NaN            NaN   \n",
       "137             0           0           0              NaN            NaN   \n",
       "138             4           0           4              NaN            NaN   \n",
       "139             1           0           1              NaN            NaN   \n",
       "140             4           0           4              NaN            NaN   \n",
       "141             1           0           1              NaN            NaN   \n",
       "142             6           0           6              NaN            NaN   \n",
       "143             1           0           1              NaN            NaN   \n",
       "144             6           0           6              NaN            NaN   \n",
       "145             2           0           2              NaN            NaN   \n",
       "146             0           1           1              NaN            NaN   \n",
       "147             0           0           0              NaN            NaN   \n",
       "148             1           0           1              NaN            NaN   \n",
       "149             4           0           4              NaN            NaN   \n",
       "150             0           0           0              NaN            NaN   \n",
       "151             0           0           0              NaN            NaN   \n",
       "152             0           0           0              NaN            NaN   \n",
       "153             0           1           1              NaN            NaN   \n",
       "154             0           0           0              NaN            NaN   \n",
       "155             0           0           0              NaN            NaN   \n",
       "156             4           0           4              NaN            NaN   \n",
       "157             0           0           0              NaN            NaN   \n",
       "158             4           0           4              NaN            NaN   \n",
       "159             0           0           0              NaN            NaN   \n",
       "160             0           0           0    Mandeep Singh         bowled   \n",
       "161             2           0           2              NaN            NaN   \n",
       "162             0           0           0              NaN            NaN   \n",
       "163             0           0           0              NaN            NaN   \n",
       "164             6           0           6              NaN            NaN   \n",
       "165             0           0           0         CH Gayle         caught   \n",
       "166             0           0           0              NaN            NaN   \n",
       "167             1           0           1              NaN            NaN   \n",
       "168             0           0           0              NaN            NaN   \n",
       "169             4           0           4              NaN            NaN   \n",
       "170             2           0           2              NaN            NaN   \n",
       "171             1           0           1              NaN            NaN   \n",
       "172             1           0           1              NaN            NaN   \n",
       "173             1           0           1              NaN            NaN   \n",
       "174             4           0           4              NaN            NaN   \n",
       "175             1           0           1              NaN            NaN   \n",
       "176             0           1           1              NaN            NaN   \n",
       "177             0           0           0              NaN            NaN   \n",
       "178             1           0           1              NaN            NaN   \n",
       "179             1           0           1              NaN            NaN   \n",
       "180             6           0           6              NaN            NaN   \n",
       "181             1           0           1              NaN            NaN   \n",
       "182             1           1           2              NaN            NaN   \n",
       "183             4           0           4              NaN            NaN   \n",
       "184             1           0           1              NaN            NaN   \n",
       "185             1           0           1              NaN            NaN   \n",
       "186             0           0           0              NaN            NaN   \n",
       "187             1           0           1              NaN            NaN   \n",
       "188             4           0           4              NaN            NaN   \n",
       "189             1           0           1              NaN            NaN   \n",
       "190             0           1           1              NaN            NaN   \n",
       "191             1           0           1              NaN            NaN   \n",
       "192             1           0           1              NaN            NaN   \n",
       "193             4           0           4              NaN            NaN   \n",
       "194             4           0           4              NaN            NaN   \n",
       "195             1           0           1              NaN            NaN   \n",
       "196             1           0           1              NaN            NaN   \n",
       "197             2           0           2              NaN            NaN   \n",
       "198             1           0           1              NaN            NaN   \n",
       "199             1           0           1        KM Jadhav        run out   \n",
       "200             1           0           1              NaN            NaN   \n",
       "201             1           0           1              NaN            NaN   \n",
       "202             1           0           1              NaN            NaN   \n",
       "203             2           0           2              NaN            NaN   \n",
       "204             1           0           1              NaN            NaN   \n",
       "205             4           0           4              NaN            NaN   \n",
       "206             0           0           0          TM Head         caught   \n",
       "207             0           0           0              NaN            NaN   \n",
       "208             0           0           0              NaN            NaN   \n",
       "209             1           0           1              NaN            NaN   \n",
       "210             1           0           1              NaN            NaN   \n",
       "211             0           0           0      Sachin Baby         caught   \n",
       "212             1           0           1              NaN            NaN   \n",
       "213             1           0           1              NaN            NaN   \n",
       "214             1           0           1              NaN            NaN   \n",
       "215             1           0           1              NaN            NaN   \n",
       "216             0           0           0              NaN            NaN   \n",
       "217             0           0           0              NaN            NaN   \n",
       "218             1           0           1              NaN            NaN   \n",
       "219             6           0           6              NaN            NaN   \n",
       "220             0           0           0              NaN            NaN   \n",
       "221             6           0           6              NaN            NaN   \n",
       "222             1           0           1              NaN            NaN   \n",
       "223             0           0           0              NaN            NaN   \n",
       "224             4           0           4              NaN            NaN   \n",
       "225             1           0           1              NaN            NaN   \n",
       "226             1           0           1              NaN            NaN   \n",
       "227             1           0           1              NaN            NaN   \n",
       "228             0           0           0              NaN            NaN   \n",
       "229             1           0           1              NaN            NaN   \n",
       "230             0           0           0        STR Binny         caught   \n",
       "231             0           0           0              NaN            NaN   \n",
       "232             2           0           2              NaN            NaN   \n",
       "233             0           0           0              NaN            NaN   \n",
       "234             0           0           0        SR Watson         caught   \n",
       "235             0           0           0        S Aravind         bowled   \n",
       "236             0           0           0              NaN            NaN   \n",
       "237             0           0           0              NaN            NaN   \n",
       "238             0           1           1              NaN            NaN   \n",
       "239             0           0           0              NaN            NaN   \n",
       "240             1           0           1              NaN            NaN   \n",
       "241             6           0           6              NaN            NaN   \n",
       "242             0           0           0         TS Mills         caught   \n",
       "243             1           0           1              NaN            NaN   \n",
       "244             0           0           0              NaN            NaN   \n",
       "245             1           0           1              NaN            NaN   \n",
       "246             6           0           6              NaN            NaN   \n",
       "247             0           0           0        YS Chahal        run out   \n",
       "\n",
       "             fielder  \n",
       "125              NaN  \n",
       "126              NaN  \n",
       "127              NaN  \n",
       "128              NaN  \n",
       "129              NaN  \n",
       "130              NaN  \n",
       "131              NaN  \n",
       "132              NaN  \n",
       "133              NaN  \n",
       "134              NaN  \n",
       "135              NaN  \n",
       "136              NaN  \n",
       "137              NaN  \n",
       "138              NaN  \n",
       "139              NaN  \n",
       "140              NaN  \n",
       "141              NaN  \n",
       "142              NaN  \n",
       "143              NaN  \n",
       "144              NaN  \n",
       "145              NaN  \n",
       "146              NaN  \n",
       "147              NaN  \n",
       "148              NaN  \n",
       "149              NaN  \n",
       "150              NaN  \n",
       "151              NaN  \n",
       "152              NaN  \n",
       "153              NaN  \n",
       "154              NaN  \n",
       "155              NaN  \n",
       "156              NaN  \n",
       "157              NaN  \n",
       "158              NaN  \n",
       "159              NaN  \n",
       "160              NaN  \n",
       "161              NaN  \n",
       "162              NaN  \n",
       "163              NaN  \n",
       "164              NaN  \n",
       "165        DA Warner  \n",
       "166              NaN  \n",
       "167              NaN  \n",
       "168              NaN  \n",
       "169              NaN  \n",
       "170              NaN  \n",
       "171              NaN  \n",
       "172              NaN  \n",
       "173              NaN  \n",
       "174              NaN  \n",
       "175              NaN  \n",
       "176              NaN  \n",
       "177              NaN  \n",
       "178              NaN  \n",
       "179              NaN  \n",
       "180              NaN  \n",
       "181              NaN  \n",
       "182              NaN  \n",
       "183              NaN  \n",
       "184              NaN  \n",
       "185              NaN  \n",
       "186              NaN  \n",
       "187              NaN  \n",
       "188              NaN  \n",
       "189              NaN  \n",
       "190              NaN  \n",
       "191              NaN  \n",
       "192              NaN  \n",
       "193              NaN  \n",
       "194              NaN  \n",
       "195              NaN  \n",
       "196              NaN  \n",
       "197              NaN  \n",
       "198              NaN  \n",
       "199      BCJ Cutting  \n",
       "200              NaN  \n",
       "201              NaN  \n",
       "202              NaN  \n",
       "203              NaN  \n",
       "204              NaN  \n",
       "205              NaN  \n",
       "206     Yuvraj Singh  \n",
       "207              NaN  \n",
       "208              NaN  \n",
       "209              NaN  \n",
       "210              NaN  \n",
       "211     MC Henriques  \n",
       "212              NaN  \n",
       "213              NaN  \n",
       "214              NaN  \n",
       "215              NaN  \n",
       "216              NaN  \n",
       "217              NaN  \n",
       "218              NaN  \n",
       "219              NaN  \n",
       "220              NaN  \n",
       "221              NaN  \n",
       "222              NaN  \n",
       "223              NaN  \n",
       "224              NaN  \n",
       "225              NaN  \n",
       "226              NaN  \n",
       "227              NaN  \n",
       "228              NaN  \n",
       "229              NaN  \n",
       "230     Yuvraj Singh  \n",
       "231              NaN  \n",
       "232              NaN  \n",
       "233              NaN  \n",
       "234     MC Henriques  \n",
       "235              NaN  \n",
       "236              NaN  \n",
       "237              NaN  \n",
       "238              NaN  \n",
       "239              NaN  \n",
       "240              NaN  \n",
       "241              NaN  \n",
       "242        DA Warner  \n",
       "243              NaN  \n",
       "244              NaN  \n",
       "245              NaN  \n",
       "246              NaN  \n",
       "247  CJ Jordan (sub)  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rcb=match_1[match_1[\"inning\"]==2]\n",
    "rcb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(123, 21)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rcb.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "172"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rcb[\"total_runs\"].sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1    48\n",
       "0    44\n",
       "4    15\n",
       "6     8\n",
       "2     8\n",
       "Name: total_runs, dtype: int64"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rcb[\"total_runs\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "caught     6\n",
       "bowled     2\n",
       "run out    2\n",
       "Name: dismissal_kind, dtype: int64"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rcb[\"dismissal_kind\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "7"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rcb[\"bowler\"].nunique() #number of bolwer did bolwing "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "B Kumar         25\n",
       "A Nehra         25\n",
       "BCJ Cutting     24\n",
       "Rashid Khan     24\n",
       "MC Henriques    13\n",
       "DJ Hooda         6\n",
       "Bipul Sharma     6\n",
       "Name: bowler, dtype: int64"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rcb[\"bowler\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "MC Henriques     37\n",
       "S Dhawan         31\n",
       "Yuvraj Singh     30\n",
       "CH Gayle         23\n",
       "TM Head          22\n",
       "KM Jadhav        18\n",
       "SR Watson        17\n",
       "Mandeep Singh    16\n",
       "DJ Hooda         12\n",
       "STR Binny        10\n",
       "DA Warner         9\n",
       "YS Chahal         7\n",
       "BCJ Cutting       6\n",
       "TS Mills          3\n",
       "Sachin Baby       3\n",
       "S Aravind         2\n",
       "A Choudhary       2\n",
       "Name: batsman, dtype: int64"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 720x720 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10,10))\n",
    "match_1[\"batsman\"].value_counts()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "V Kohli                 4211\n",
       "SK Raina                4044\n",
       "RG Sharma               3816\n",
       "S Dhawan                3776\n",
       "G Gambhir               3524\n",
       "RV Uthappa              3492\n",
       "DA Warner               3398\n",
       "MS Dhoni                3318\n",
       "AM Rahane               3215\n",
       "CH Gayle                3131\n",
       "AB de Villiers          2977\n",
       "KD Karthik              2890\n",
       "AT Rayudu               2681\n",
       "SR Watson               2639\n",
       "PA Patel                2444\n",
       "MK Pandey               2425\n",
       "YK Pathan               2334\n",
       "JH Kallis               2291\n",
       "BB McCullum             2272\n",
       "Yuvraj Singh            2207\n",
       "M Vijay                 2164\n",
       "SR Tendulkar            2044\n",
       "KA Pollard              1964\n",
       "R Dravid                1918\n",
       "SE Marsh                1913\n",
       "V Sehwag                1833\n",
       "DR Smith                1803\n",
       "SV Samson               1728\n",
       "JP Duminy               1680\n",
       "MEK Hussey              1648\n",
       "RA Jadeja               1632\n",
       "SPD Smith               1616\n",
       "AC Gilchrist            1555\n",
       "DPMD Jayawardene        1522\n",
       "F du Plessis            1499\n",
       "MK Tiwary               1489\n",
       "KL Rahul                1465\n",
       "KC Sangakkara           1424\n",
       "WP Saha                 1382\n",
       "DA Miller               1376\n",
       "AJ Finch                1372\n",
       "SS Iyer                 1370\n",
       "NV Ojha                 1360\n",
       "SC Ganguly              1326\n",
       "Mandeep Singh           1254\n",
       "S Badrinath             1245\n",
       "DJ Bravo                1193\n",
       "KK Nair                 1160\n",
       "BJ Hodge                1153\n",
       "Q de Kock               1136\n",
       "SS Tiwary               1111\n",
       "RR Pant                 1104\n",
       "DJ Hussey               1101\n",
       "TM Dilshan              1047\n",
       "MA Agarwal              1027\n",
       "IK Pathan                985\n",
       "KS Williamson            981\n",
       "JC Buttler               954\n",
       "CA Lynn                  939\n",
       "GJ Maxwell               902\n",
       "KM Jadhav                879\n",
       "LMP Simmons              878\n",
       "Y Venugopal Rao          865\n",
       "LRPL Taylor              847\n",
       "ML Hayden                839\n",
       "HH Gibbs                 837\n",
       "N Rana                   835\n",
       "AD Russell               803\n",
       "M Vohra                  800\n",
       "A Symonds                781\n",
       "CL White                 774\n",
       "MC Henriques             769\n",
       "AS Yadav                 760\n",
       "KP Pietersen             758\n",
       "MS Bisla                 737\n",
       "HH Pandya                736\n",
       "EJG Morgan               725\n",
       "JA Morkel                712\n",
       "STR Binny                700\n",
       "GC Smith                 691\n",
       "AR Patel                 655\n",
       "KH Pandya                635\n",
       "Harbhajan Singh          632\n",
       "Shakib Al Hasan          615\n",
       "AD Mathews               599\n",
       "AM Nayar                 588\n",
       "TL Suman                 587\n",
       "ST Jayasuriya            573\n",
       "RA Tripathi              571\n",
       "GJ Bailey                552\n",
       "Ishan Kishan             546\n",
       "PP Chawla                541\n",
       "BA Stokes                493\n",
       "M Manhas                 486\n",
       "SP Narine                481\n",
       "SA Yadav                 479\n",
       "RS Bopara                468\n",
       "JD Ryder                 466\n",
       "CJ Anderson              436\n",
       "P Shaw                   435\n",
       "PC Valthaty              432\n",
       "DJ Hooda                 431\n",
       "V Shankar                429\n",
       "HM Amla                  418\n",
       "A Mishra                 410\n",
       "JP Faulkner              406\n",
       "OA Shah                  405\n",
       "CA Pujara                403\n",
       "S Gill                   384\n",
       "DT Christian             384\n",
       "MP Stoinis               373\n",
       "AL Menaria               367\n",
       "J Botha                  364\n",
       "LR Shukla                358\n",
       "Gurkeerat Singh          353\n",
       "SA Asnodkar              352\n",
       "R Ashwin                 350\n",
       "E Lewis                  343\n",
       "CH Morris                339\n",
       "NLTC Perera              326\n",
       "DB Ravi Teja             325\n",
       "GH Vihari                323\n",
       "P Kumar                  323\n",
       "MV Boucher               318\n",
       "UBT Chand                314\n",
       "JR Hopes                 314\n",
       "Azhar Mahmood            311\n",
       "S Sohal                  311\n",
       "JEC Franklin             309\n",
       "SP Goswami               302\n",
       "P Negi                   301\n",
       "J Bairstow               293\n",
       "SN Khan                  291\n",
       "R Bhatia                 290\n",
       "R Vinay Kumar            289\n",
       "AP Tare                  285\n",
       "KV Sharma                285\n",
       "Y Nagar                  271\n",
       "VVS Laxman               271\n",
       "DB Das                   267\n",
       "M Kaif                   258\n",
       "SW Billings              256\n",
       "B Chipli                 256\n",
       "DJG Sammy                251\n",
       "LA Pomersbach            251\n",
       "K Goel                   239\n",
       "RN ten Doeschate         238\n",
       "R Sathish                236\n",
       "C de Grandhomme          229\n",
       "SK Warne                 219\n",
       "AA Jhunjhunwala          218\n",
       "MD Mishra                213\n",
       "MR Marsh                 201\n",
       "MJ Lumb                  198\n",
       "MJ Guptill               197\n",
       "B Kumar                  197\n",
       "A Ashish Reddy           196\n",
       "SM Katich                191\n",
       "YV Takawale              183\n",
       "M Ali                    183\n",
       "FY Fazal                 179\n",
       "R McLaren                178\n",
       "MN Samuels               174\n",
       "Salman Butt              172\n",
       "AS Raut                  172\n",
       "SP Fleming               171\n",
       "MG Johnson               168\n",
       "PA Reddy                 167\n",
       "DW Steyn                 161\n",
       "AB Agarkar               160\n",
       "PD Collingwood           159\n",
       "CM Gautam                158\n",
       "C Ingram                 157\n",
       "TM Head                  151\n",
       "N Saini                  147\n",
       "BCJ Cutting              146\n",
       "BJ Rohrer                146\n",
       "C Munro                  144\n",
       "RE van der Merwe         144\n",
       "AC Voges                 143\n",
       "DH Yagnik                142\n",
       "Z Khan                   141\n",
       "P Dogra                  141\n",
       "JJ Roy                   139\n",
       "R Dhawan                 135\n",
       "MN van Wyk               135\n",
       "MC Juneja                134\n",
       "SB Styris                134\n",
       "R Parag                  133\n",
       "UT Yadav                 133\n",
       "RT Ponting               129\n",
       "W Jaffer                 129\n",
       "Niraj Patel              124\n",
       "Bipul Sharma             124\n",
       "MF Maharoof              124\n",
       "S Anirudha               121\n",
       "MM Sharma                120\n",
       "CR Brathwaite            120\n",
       "S Gopal                  120\n",
       "A Hales                  119\n",
       "CJ Ferguson              119\n",
       "DL Vettori               118\n",
       "BB Samantray             116\n",
       "SM Pollock               116\n",
       "S Vidyut                 115\n",
       "Ankit Sharma             114\n",
       "RJ Harris                112\n",
       "DS Kulkarni              111\n",
       "N Pooran                 110\n",
       "JDP Oram                 110\n",
       "M Kartik                 109\n",
       "Sachin Baby              106\n",
       "UT Khawaja               105\n",
       "RJ Quiney                105\n",
       "DJ Harris                103\n",
       "AB McDonald              103\n",
       "SL Malinga               103\n",
       "D Short                  102\n",
       "B Lee                    102\n",
       "DJ Jacobs                101\n",
       "IR Jaggi                 100\n",
       "AD Nath                   99\n",
       "MA Starc                  98\n",
       "PR Shah                   97\n",
       "MJ Clarke                 96\n",
       "Mohammad Nabi             95\n",
       "D Wiese                   94\n",
       "R Tewatia                 93\n",
       "M Morkel                  93\n",
       "SD Chitnis                92\n",
       "TG Southee                91\n",
       "AC Blizzard               91\n",
       "AA Bilakhia               88\n",
       "K Gowtham                 86\n",
       "Iqbal Abdulla             86\n",
       "Mohammad Hafeez           84\n",
       "K Rabada                  83\n",
       "S Rana                    82\n",
       "Misbah-ul-Haq             82\n",
       "WD Parnell                80\n",
       "S Nadeem                  79\n",
       "AD Mascarenhas            79\n",
       "M Klinger                 78\n",
       "RP Singh                  78\n",
       "Kamran Akmal              78\n",
       "RR Sarwan                 78\n",
       "AP Majumdar               77\n",
       "R Sharma                  77\n",
       "S Hetmyer                 76\n",
       "WA Mota                   76\n",
       "MS Gony                   76\n",
       "A Chopra                  75\n",
       "HV Patel                  74\n",
       "RE Levi                   74\n",
       "MJ McClenaghan            73\n",
       "WPUJC Vaas                73\n",
       "AJ Tye                    72\n",
       "LA Carseldine             71\n",
       "KK Cooper                 70\n",
       "M Rawat                   70\n",
       "Anirudh Singh             69\n",
       "R Singh                   68\n",
       "Rashid Khan               67\n",
       "Yashpal Singh             67\n",
       "CR Woakes                 66\n",
       "RR Powar                  64\n",
       "LJ Wright                 63\n",
       "A Nehra                   63\n",
       "VR Aaron                  63\n",
       "I Sharma                  62\n",
       "J Archer                  62\n",
       "SK Trivedi                61\n",
       "AG Paunikar               61\n",
       "S Aravind                 59\n",
       "TR Birt                   59\n",
       "SB Bangar                 58\n",
       "H Klaasen                 58\n",
       "A Flintoff                57\n",
       "S Sreesanth               57\n",
       "B Akhil                   57\n",
       "Washington Sundar         56\n",
       "PJ Cummins                56\n",
       "S Curran                  55\n",
       "S Rutherford              55\n",
       "Kuldeep Yadav             55\n",
       "Mohammed Shami            54\n",
       "JD Unadkat                54\n",
       "DJ Thornely               54\n",
       "RV Gomez                  53\n",
       "NM Coulter-Nile           53\n",
       "KB Arun Karthik           53\n",
       "R Rampaul                 52\n",
       "RR Rossouw                51\n",
       "L Balaji                  50\n",
       "AB Dinda                  50\n",
       "A Kumble                  49\n",
       "YS Chahal                 49\n",
       "Shoaib Malik              49\n",
       "J Suchith                 48\n",
       "L Livingstone             48\n",
       "Anureet Singh             47\n",
       "DL Chahar                 46\n",
       "JDS Neesham               46\n",
       "Shahid Afridi             46\n",
       "PP Ojha                   45\n",
       "AB Barath                 43\n",
       "PJ Sangwan                41\n",
       "MM Patel                  41\n",
       "Sandeep Sharma            40\n",
       "JJ Bumrah                 39\n",
       "KW Richardson             39\n",
       "PV Tambe                  39\n",
       "S Sriram                  38\n",
       "Mohammed Siraj            38\n",
       "B Sumanth                 38\n",
       "Basil Thampi              37\n",
       "L Ronchi                  37\n",
       "BR Dunk                   36\n",
       "S Chanderpaul             33\n",
       "NS Naik                   33\n",
       "MS Wade                   33\n",
       "S Dube                    33\n",
       "JO Holder                 32\n",
       "RJ Peterson               32\n",
       "SP Jackson                31\n",
       "AS Rajpoot                31\n",
       "Sunny Singh               31\n",
       "Sohail Tanvir             31\n",
       "Joginder Sharma           30\n",
       "M Markande                30\n",
       "M Muralitharan            30\n",
       "SB Jakati                 30\n",
       "S Narwal                  29\n",
       "TD Paine                  29\n",
       "S Kaul                    28\n",
       "VY Mahesh                 28\n",
       "T Curran                  28\n",
       "J Syed Mohammad           27\n",
       "Imran Tahir               27\n",
       "BMAJ Mendis               27\n",
       "AN Ahmed                  27\n",
       "LPC Silva                 27\n",
       "AUK Pathan                26\n",
       "Vishnu Vinod              26\n",
       "A Mithun                  26\n",
       "DR Martyn                 26\n",
       "K Paul                    26\n",
       "SW Tait                   26\n",
       "CA Ingram                 26\n",
       "VH Zol                    26\n",
       "Harpreet Singh            26\n",
       "T Taibu                   26\n",
       "P R Barman                25\n",
       "JM Kemp                   25\n",
       "M Santner                 25\n",
       "S Badree                  25\n",
       "J Arunkumar               24\n",
       "D Salunkhe                24\n",
       "CK Kapugedera             24\n",
       "M Lomror                  24\n",
       "A Mukund                  23\n",
       "NL McCullum               23\n",
       "R Shukla                  23\n",
       "DE Bollinger              23\n",
       "AP Dole                   23\n",
       "GB Hogg                   22\n",
       "MA Khote                  22\n",
       "KC Cariappa               21\n",
       "NJ Maddinson              21\n",
       "C Madan                   21\n",
       "SN Thakur                 21\n",
       "Swapnil Singh             20\n",
       "T Kohli                   20\n",
       "D Shorey                  20\n",
       "Parvez Rasool             20\n",
       "A Choudhary               20\n",
       "DS Lehmann                19\n",
       "Umar Gul                  19\n",
       "AC Thomas                 19\n",
       "M Ntini                   19\n",
       "T Thushara                19\n",
       "S Singh                   18\n",
       "Y Gnaneswara Rao          18\n",
       "R Bhui                    18\n",
       "RR Raje                   18\n",
       "I Sodhi                   18\n",
       "N Naik                    17\n",
       "X Thalaivan Sargunam      17\n",
       "R Bishnoi                 17\n",
       "Karanveer Singh           17\n",
       "SMSM Senanayake           17\n",
       "JJ van der Wath           17\n",
       "GR Napier                 16\n",
       "SB Joshi                  16\n",
       "T Henderson               16\n",
       "UA Birla                  15\n",
       "S Mavi                    15\n",
       "CJ McKay                  15\n",
       "ER Dwivedi                15\n",
       "AG Murtaza                14\n",
       "BB Sran                   14\n",
       "H Brar                    14\n",
       "TA Boult                  14\n",
       "P Awana                   14\n",
       "SM Harwood                14\n",
       "SA Abbott                 13\n",
       "F Behardien               13\n",
       "P Sahu                    13\n",
       "A Joseph                  13\n",
       "D du Preez                13\n",
       "MDKJ Perera               13\n",
       "B Laughlin                13\n",
       "DT Patil                  13\n",
       "DP Nannes                 13\n",
       "RD Chahar                 13\n",
       "SD Lad                    13\n",
       "J Theron                  13\n",
       "ND Doshi                  13\n",
       "AR Bawne                  12\n",
       "Pankaj Singh              12\n",
       "J Yadav                   12\n",
       "AF Milne                  12\n",
       "Mohammad Ashraful         12\n",
       "AA Noffke                 12\n",
       "PSP Handscomb             12\n",
       "Harmeet Singh             12\n",
       "M Ur Rahman               11\n",
       "TS Mills                  11\n",
       "Jaskaran Singh            11\n",
       "AA Chavan                 11\n",
       "BJ Haddin                 11\n",
       "TM Srivastava             11\n",
       "A Turner                  11\n",
       "S Ladda                   10\n",
       "A Singh                   10\n",
       "DNT Zoysa                  9\n",
       "Ankit Soni                 9\n",
       "CK Langeveldt              9\n",
       "KAJ Roach                  9\n",
       "K Upadhyay                 9\n",
       "DAJ Bracewell              9\n",
       "AN Ghosh                   8\n",
       "D Kalyankrishna            8\n",
       "KJ Abbott                  8\n",
       "H Vihari                   8\n",
       "RS Gavaskar                8\n",
       "A Zampa                    8\n",
       "Shoaib Akhtar              8\n",
       "M Ashwin                   8\n",
       "A Chandila                 7\n",
       "A Uniyal                   7\n",
       "P Krishna                  7\n",
       "SS Shaikh                  7\n",
       "Younis Khan                7\n",
       "H Viljoen                  7\n",
       "BA Bhatt                   7\n",
       "VS Malik                   7\n",
       "J Searles                  6\n",
       "BAW Mendis                 6\n",
       "Shoaib Ahmed               6\n",
       "Mohammad Asif              6\n",
       "R Ninan                    6\n",
       "P Chopra                   6\n",
       "A Dananjaya                5\n",
       "CJ Jordan                  5\n",
       "H Das                      5\n",
       "DM Bravo                   5\n",
       "FH Edwards                 5\n",
       "GD McGrath                 5\n",
       "M Wood                     5\n",
       "SJ Srivastava              5\n",
       "H Gurney                   5\n",
       "Kamran Khan                5\n",
       "S Sharma                   4\n",
       "S Randiv                   4\n",
       "S Tyagi                    4\n",
       "JE Taylor                  4\n",
       "R Salam                    4\n",
       "KP Appanna                 4\n",
       "I Malhotra                 4\n",
       "Mustafizur Rahman          3\n",
       "BE Hendricks               3\n",
       "L Plunkett                 3\n",
       "SB Wagh                    3\n",
       "Avesh Khan                 3\n",
       "CRD Fernando               3\n",
       "P Parameswaran             3\n",
       "VRV Singh                  3\n",
       "DJ Muthuswami              3\n",
       "KMDN Kulasekara            3\n",
       "Shivam Sharma              3\n",
       "L Ablish                   2\n",
       "SE Bond                    2\n",
       "IC Pandey                  2\n",
       "Abdur Razzak               2\n",
       "VS Yeligati                2\n",
       "PM Sarvesh Kumar           2\n",
       "B Stanlake                 2\n",
       "RS Sodhi                   2\n",
       "M de Lange                 2\n",
       "Mashrafe Mortaza           2\n",
       "RR Bhatkal                 2\n",
       "RG More                    2\n",
       "P Raj                      1\n",
       "DP Vijaykumar              1\n",
       "U Kaul                     1\n",
       "NJ Rimmington              1\n",
       "S Lamichhane               1\n",
       "V Pratap Singh             1\n",
       "C Nanda                    1\n",
       "Sunny Gupta                1\n",
       "K Ahmed                    1\n",
       "J Denly                    1\n",
       "YA Abdulla                 1\n",
       "S Kaushik                  1\n",
       "LH Ferguson                1\n",
       "Name: batsman, dtype: int64"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "deliver[\"batsman\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1     73059\n",
       "0     63002\n",
       "4     20599\n",
       "2     13125\n",
       "6      8148\n",
       "3       688\n",
       "5       339\n",
       "8        64\n",
       "7        38\n",
       "10       16\n",
       "Name: total_runs, dtype: int64"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "deliver[\"total_runs\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['DA Warner', 'S Dhawan', 'MC Henriques', 'Yuvraj Singh',\n",
       "       'DJ Hooda', 'BCJ Cutting', 'CH Gayle', 'Mandeep Singh', 'TM Head',\n",
       "       'KM Jadhav', 'SR Watson', 'Sachin Baby', 'STR Binny', 'S Aravind',\n",
       "       'YS Chahal', 'TS Mills', 'A Choudhary', 'PA Patel', 'JC Buttler',\n",
       "       'RG Sharma', 'N Rana', 'AT Rayudu', 'KH Pandya', 'KA Pollard',\n",
       "       'HH Pandya', 'TG Southee', 'AM Rahane', 'MA Agarwal', 'SPD Smith',\n",
       "       'BA Stokes', 'MS Dhoni', 'JJ Roy', 'BB McCullum', 'SK Raina',\n",
       "       'AJ Finch', 'KD Karthik', 'G Gambhir', 'CA Lynn', 'MK Tiwary',\n",
       "       'DT Christian', 'HM Amla', 'M Vohra', 'WP Saha', 'AR Patel',\n",
       "       'GJ Maxwell', 'DA Miller', 'Vishnu Vinod', 'Iqbal Abdulla',\n",
       "       'P Negi', 'AP Tare', 'SW Billings', 'KK Nair', 'SV Samson',\n",
       "       'RR Pant', 'CH Morris', 'CR Brathwaite', 'PJ Cummins', 'A Mishra',\n",
       "       'S Nadeem', 'Z Khan', 'DR Smith', 'DS Kulkarni', 'P Kumar',\n",
       "       'Basil Thampi', 'RV Uthappa', 'MK Pandey', 'YK Pathan', 'SA Yadav',\n",
       "       'CR Woakes', 'SP Narine', 'Harbhajan Singh', 'AB de Villiers',\n",
       "       'CJ Anderson', 'F du Plessis', 'RA Tripathi', 'R Bhatia',\n",
       "       'DL Chahar', 'A Zampa', 'AB Dinda', 'Imran Tahir', 'NV Ojha',\n",
       "       'V Shankar', 'Rashid Khan', 'B Kumar', 'MP Stoinis', 'MM Sharma',\n",
       "       'VR Aaron', 'V Kohli', 'MJ McClenaghan', 'Ankit Sharma',\n",
       "       'SN Thakur', 'RD Chahar', 'LH Ferguson', 'C de Grandhomme',\n",
       "       'Bipul Sharma', 'SS Iyer', 'EJG Morgan', 'KC Cariappa',\n",
       "       'Sandeep Sharma', 'Ishan Kishan', 'JD Unadkat', 'AF Milne',\n",
       "       'S Badree', 'AD Mathews', 'Mohammed Shami', 'Mohammad Nabi',\n",
       "       'I Sharma', 'RA Jadeja', 'AJ Tye', 'KS Williamson', 'SE Marsh',\n",
       "       'Shakib Al Hasan', 'JP Faulkner', 'MG Johnson', 'K Rabada',\n",
       "       'AD Nath', 'NM Coulter-Nile', 'Kuldeep Yadav', 'UT Yadav',\n",
       "       'Washington Sundar', 'KV Sharma', 'DM Bravo', 'AR Bawne',\n",
       "       'SP Jackson', 'MJ Guptill', 'Anureet Singh', 'IK Pathan',\n",
       "       'Ankit Soni', 'JJ Bumrah', 'SL Malinga', 'PJ Sangwan', 'S Kaul',\n",
       "       'LMP Simmons', 'MN Samuels', 'Swapnil Singh', 'R Tewatia',\n",
       "       'MM Patel', 'SS Tiwary', 'TA Boult', 'CJ Jordan', 'IR Jaggi',\n",
       "       'PP Chawla', 'AS Rajpoot', 'SC Ganguly', 'RT Ponting', 'DJ Hussey',\n",
       "       'Mohammad Hafeez', 'R Dravid', 'W Jaffer', 'JH Kallis', 'CL White',\n",
       "       'MV Boucher', 'B Akhil', 'AA Noffke', 'SB Joshi', 'ML Hayden',\n",
       "       'MEK Hussey', 'JDP Oram', 'S Badrinath', 'K Goel', 'JR Hopes',\n",
       "       'KC Sangakkara', 'SM Katich', 'T Kohli', 'M Kaif', 'DS Lehmann',\n",
       "       'M Rawat', 'D Salunkhe', 'SK Warne', 'SK Trivedi', 'V Sehwag',\n",
       "       'L Ronchi', 'ST Jayasuriya', 'DJ Thornely', 'PR Shah', 'AM Nayar',\n",
       "       'SM Pollock', 'S Chanderpaul', 'LRPL Taylor', 'AC Gilchrist',\n",
       "       'Y Venugopal Rao', 'VVS Laxman', 'A Symonds', 'SB Styris',\n",
       "       'AS Yadav', 'SB Bangar', 'WPUJC Vaas', 'RP Singh', 'LR Shukla',\n",
       "       'DPMD Jayawardene', 'S Sohal', 'B Lee', 'WA Mota', 'Kamran Akmal',\n",
       "       'Shahid Afridi', 'DJ Bravo', 'MA Khote', 'A Nehra', 'GC Smith',\n",
       "       'Pankaj Singh', 'RR Sarwan', 'S Sreesanth', 'VRV Singh',\n",
       "       'R Vinay Kumar', 'AB Agarkar', 'M Kartik', 'Shoaib Malik',\n",
       "       'MF Maharoof', 'VY Mahesh', 'TM Srivastava', 'B Chipli',\n",
       "       'DW Steyn', 'DB Das', 'HH Gibbs', 'DNT Zoysa', 'D Kalyankrishna',\n",
       "       'SA Asnodkar', 'Sohail Tanvir', 'Salman Butt', 'BJ Hodge',\n",
       "       'Umar Gul', 'SP Fleming', 'S Vidyut', 'JA Morkel', 'LPC Silva',\n",
       "       'DB Ravi Teja', 'Misbah-ul-Haq', 'YV Takawale', 'RR Raje',\n",
       "       'Mohammad Asif', 'GD McGrath', 'Joginder Sharma', 'MS Gony',\n",
       "       'M Muralitharan', 'M Ntini', 'DT Patil', 'A Kumble', 'S Anirudha',\n",
       "       'CK Kapugedera', 'A Chopra', 'T Taibu', 'J Arunkumar', 'PP Ojha',\n",
       "       'SP Goswami', 'SR Tendulkar', 'U Kaul', 'TM Dilshan',\n",
       "       'AD Mascarenhas', 'Niraj Patel', 'LA Pomersbach', 'Younis Khan',\n",
       "       'PM Sarvesh Kumar', 'DP Vijaykumar', 'Shoaib Akhtar',\n",
       "       'Abdur Razzak', 'H Das', 'SD Chitnis', 'CRD Fernando',\n",
       "       'VS Yeligati', 'L Balaji', 'A Mukund', 'RR Powar', 'JP Duminy',\n",
       "       'A Flintoff', 'T Thushara', 'JD Ryder', 'KP Pietersen',\n",
       "       'T Henderson', 'Kamran Khan', 'RS Bopara', 'R Bishnoi',\n",
       "       'FH Edwards', 'PC Valthaty', 'RJ Quiney', 'AS Raut',\n",
       "       'Yashpal Singh', 'M Manhas', 'AA Bilakhia', 'AN Ghosh',\n",
       "       'BAW Mendis', 'DL Vettori', 'MN van Wyk', 'RE van der Merwe',\n",
       "       'TL Suman', 'Shoaib Ahmed', 'GR Napier', 'KP Appanna',\n",
       "       'LA Carseldine', 'SM Harwood', 'M Vijay', 'SB Jakati', 'RJ Harris',\n",
       "       'D du Preez', 'M Morkel', 'J Botha', 'C Nanda', 'Mashrafe Mortaza',\n",
       "       'A Singh', 'GJ Bailey', 'AB McDonald', 'Y Nagar', 'SS Shaikh',\n",
       "       'R Ashwin', 'Mohammad Ashraful', 'CA Pujara', 'OA Shah',\n",
       "       'Anirudh Singh', 'Jaskaran Singh', 'R Sathish', 'R McLaren',\n",
       "       'AA Jhunjhunwala', 'P Dogra', 'A Uniyal', 'MS Bisla', 'YA Abdulla',\n",
       "       'JM Kemp', 'S Tyagi', 'RS Gavaskar', 'SE Bond', 'S Ladda',\n",
       "       'DP Nannes', 'MJ Lumb', 'DR Martyn', 'S Narwal', 'AB Barath',\n",
       "       'FY Fazal', 'AC Voges', 'MD Mishra', 'J Theron', 'SJ Srivastava',\n",
       "       'R Sharma', 'SW Tait', 'KB Arun Karthik', 'KAJ Roach',\n",
       "       'PD Collingwood', 'CK Langeveldt', 'VS Malik', 'A Mithun',\n",
       "       'AP Dole', 'AN Ahmed', 'RS Sodhi', 'DE Bollinger', 'S Sriram',\n",
       "       'B Sumanth', 'C Madan', 'AG Paunikar', 'MR Marsh', 'Harmeet Singh',\n",
       "       'RV Gomez', 'AUK Pathan', 'UBT Chand', 'DJ Jacobs', 'Sunny Singh',\n",
       "       'NJ Rimmington', 'AL Menaria', 'WD Parnell', 'JJ van der Wath',\n",
       "       'R Ninan', 'MS Wade', 'TD Paine', 'SB Wagh', 'AC Thomas',\n",
       "       'JEC Franklin', 'DH Yagnik', 'S Randiv', 'BJ Haddin',\n",
       "       'NLTC Perera', 'NL McCullum', 'JE Taylor', 'J Syed Mohammad',\n",
       "       'RN ten Doeschate', 'TR Birt', 'AG Murtaza', 'Harpreet Singh',\n",
       "       'M Klinger', 'AC Blizzard', 'I Malhotra', 'L Ablish', 'CA Ingram',\n",
       "       'P Parameswaran', 'CJ Ferguson', 'AA Chavan', 'ND Doshi',\n",
       "       'Y Gnaneswara Rao', 'S Rana', 'BA Bhatt', 'RE Levi', 'KK Cooper',\n",
       "       'HV Patel', 'DAJ Bracewell', 'DJ Harris', 'GB Hogg', 'RR Bhatkal',\n",
       "       'CJ McKay', 'N Saini', 'Azhar Mahmood', 'RJ Peterson',\n",
       "       'KMDN Kulasekara', 'A Ashish Reddy', 'V Pratap Singh',\n",
       "       'BB Samantray', 'MJ Clarke', 'Gurkeerat Singh', 'AP Majumdar',\n",
       "       'PA Reddy', 'K Upadhyay', 'P Awana', 'AD Russell', 'A Chandila',\n",
       "       'Sunny Gupta', 'MC Juneja', 'GH Vihari', 'MDKJ Perera', 'R Shukla',\n",
       "       'B Laughlin', 'BMAJ Mendis', 'R Rampaul', 'SMSM Senanayake',\n",
       "       'BJ Rohrer', 'KL Rahul', 'Q de Kock', 'R Dhawan', 'LJ Wright',\n",
       "       'IC Pandey', 'CM Gautam', 'X Thalaivan Sargunam', 'DJG Sammy',\n",
       "       'KW Richardson', 'UA Birla', 'Parvez Rasool', 'PV Tambe',\n",
       "       'NJ Maddinson', 'JDS Neesham', 'MA Starc', 'BR Dunk', 'RR Rossouw',\n",
       "       'Shivam Sharma', 'VH Zol', 'BE Hendricks', 'S Gopal', 'M de Lange',\n",
       "       'JO Holder', 'Karanveer Singh', 'SA Abbott', 'J Suchith',\n",
       "       'RG More', 'D Wiese', 'SN Khan', 'DJ Muthuswami', 'C Munro',\n",
       "       'P Sahu', 'KJ Abbott', 'M Ashwin', 'NS Naik', 'PSP Handscomb',\n",
       "       'J Yadav', 'UT Khawaja', 'F Behardien', 'BB Sran', 'S Kaushik',\n",
       "       'ER Dwivedi', 'E Lewis', 'M Wood', 'R Singh', 'D Short',\n",
       "       'K Gowtham', 'T Curran', 'M Markande', 'B Stanlake', 'M Ur Rahman',\n",
       "       'A Dananjaya', 'S Gill', 'S Mavi', 'Mohammed Siraj', 'H Klaasen',\n",
       "       'R Bhui', 'J Archer', 'P Shaw', 'L Plunkett', 'Mustafizur Rahman',\n",
       "       'A Hales', 'M Lomror', 'D Shorey', 'M Ali', 'P Krishna',\n",
       "       'P Chopra', 'J Searles', 'I Sodhi', 'S Hetmyer', 'S Dube',\n",
       "       'J Bairstow', 'C Ingram', 'K Paul', 'R Salam', 'N Pooran',\n",
       "       'N Naik', 'H Vihari', 'P R Barman', 'S Curran', 'H Viljoen',\n",
       "       'Avesh Khan', 'S Lamichhane', 'S Sharma', 'H Gurney', 'SD Lad',\n",
       "       'A Joseph', 'R Parag', 'M Santner', 'J Denly', 'L Livingstone',\n",
       "       'K Ahmed', 'A Turner', 'H Brar', 'S Rutherford', 'P Raj',\n",
       "       'S Singh'], dtype=object)"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_batsman=deliver[\"batsman\"].unique()\n",
    "all_batsman"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0    178997\n",
       "1        81\n",
       "Name: is_super_over, dtype: int64"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "deliver[\"is_super_over\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "7"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Super_match=deliver[deliver[\"is_super_over\"]==1]\n",
    "Super_match[\"match_id\"].nunique()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "there are total seven match in which super over "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1     73059\n",
       "0     63002\n",
       "4     20599\n",
       "2     13125\n",
       "6      8148\n",
       "3       688\n",
       "5       339\n",
       "8        64\n",
       "7        38\n",
       "10       16\n",
       "Name: total_runs, dtype: int64"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "deliver[\"total_runs\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([6.3002e+04, 7.3059e+04, 1.3125e+04, 6.8800e+02, 2.0599e+04,\n",
       "        3.3900e+02, 8.1480e+03, 3.8000e+01, 6.4000e+01, 1.6000e+01]),\n",
       " array([ 0.,  1.,  2.,  3.,  4.,  5.,  6.,  7.,  8.,  9., 10.]),\n",
       " <BarContainer object of 10 artists>)"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.title(\"Run Distrubtion\")\n",
    "plt.hist(deliver[\"total_runs\"],bins=10,rwidth=0.8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "caught                   5348\n",
       "bowled                   1581\n",
       "run out                   852\n",
       "lbw                       540\n",
       "stumped                   278\n",
       "caught and bowled         211\n",
       "retired hurt               12\n",
       "hit wicket                 10\n",
       "obstructing the field       2\n",
       "Name: dismissal_kind, dtype: int64"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "deliver[\"dismissal_kind\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<BarContainer object of 9 artists>"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(15,10))\n",
    "plt.title(\"Dismissal Distribution\")\n",
    "plt.xlabel(\"Out Due to\")\n",
    "plt.xlabel(\"No of Wicket\")\n",
    "plt.bar(deliver[\"dismissal_kind\"].value_counts().keys(),deliver[\"dismissal_kind\"].value_counts().values,width=.3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['DA Warner', 'S Dhawan', 'MC Henriques', 'Yuvraj Singh',\n",
       "       'DJ Hooda', 'BCJ Cutting', 'CH Gayle', 'Mandeep Singh', 'TM Head',\n",
       "       'KM Jadhav', 'SR Watson', 'Sachin Baby', 'STR Binny', 'S Aravind',\n",
       "       'YS Chahal', 'TS Mills', 'A Choudhary', 'PA Patel', 'JC Buttler',\n",
       "       'RG Sharma', 'N Rana', 'AT Rayudu', 'KH Pandya', 'KA Pollard',\n",
       "       'HH Pandya', 'TG Southee', 'AM Rahane', 'MA Agarwal', 'SPD Smith',\n",
       "       'BA Stokes', 'MS Dhoni', 'JJ Roy', 'BB McCullum', 'SK Raina',\n",
       "       'AJ Finch', 'KD Karthik', 'G Gambhir', 'CA Lynn', 'MK Tiwary',\n",
       "       'DT Christian', 'HM Amla', 'M Vohra', 'WP Saha', 'AR Patel',\n",
       "       'GJ Maxwell', 'DA Miller', 'Vishnu Vinod', 'Iqbal Abdulla',\n",
       "       'P Negi', 'AP Tare', 'SW Billings', 'KK Nair', 'SV Samson',\n",
       "       'RR Pant', 'CH Morris', 'CR Brathwaite', 'PJ Cummins', 'A Mishra',\n",
       "       'S Nadeem', 'Z Khan', 'DR Smith', 'DS Kulkarni', 'P Kumar',\n",
       "       'Basil Thampi', 'RV Uthappa', 'MK Pandey', 'YK Pathan', 'SA Yadav',\n",
       "       'CR Woakes', 'SP Narine', 'Harbhajan Singh', 'AB de Villiers',\n",
       "       'CJ Anderson', 'F du Plessis', 'RA Tripathi', 'R Bhatia',\n",
       "       'DL Chahar', 'A Zampa', 'AB Dinda', 'Imran Tahir', 'NV Ojha',\n",
       "       'V Shankar', 'Rashid Khan', 'B Kumar', 'MP Stoinis', 'MM Sharma',\n",
       "       'VR Aaron', 'V Kohli', 'MJ McClenaghan', 'Ankit Sharma',\n",
       "       'SN Thakur', 'RD Chahar', 'LH Ferguson', 'C de Grandhomme',\n",
       "       'Bipul Sharma', 'SS Iyer', 'EJG Morgan', 'KC Cariappa',\n",
       "       'Sandeep Sharma', 'Ishan Kishan', 'JD Unadkat', 'AF Milne',\n",
       "       'S Badree', 'AD Mathews', 'Mohammed Shami', 'Mohammad Nabi',\n",
       "       'I Sharma', 'RA Jadeja', 'AJ Tye', 'KS Williamson', 'SE Marsh',\n",
       "       'Shakib Al Hasan', 'JP Faulkner', 'MG Johnson', 'K Rabada',\n",
       "       'AD Nath', 'NM Coulter-Nile', 'Kuldeep Yadav', 'UT Yadav',\n",
       "       'Washington Sundar', 'KV Sharma', 'DM Bravo', 'AR Bawne',\n",
       "       'SP Jackson', 'MJ Guptill', 'Anureet Singh', 'IK Pathan',\n",
       "       'Ankit Soni', 'JJ Bumrah', 'SL Malinga', 'PJ Sangwan', 'S Kaul',\n",
       "       'LMP Simmons', 'MN Samuels', 'Swapnil Singh', 'R Tewatia',\n",
       "       'MM Patel', 'SS Tiwary', 'TA Boult', 'CJ Jordan', 'IR Jaggi',\n",
       "       'PP Chawla', 'AS Rajpoot', 'SC Ganguly', 'RT Ponting', 'DJ Hussey',\n",
       "       'Mohammad Hafeez', 'R Dravid', 'W Jaffer', 'JH Kallis', 'CL White',\n",
       "       'MV Boucher', 'B Akhil', 'AA Noffke', 'SB Joshi', 'ML Hayden',\n",
       "       'MEK Hussey', 'JDP Oram', 'S Badrinath', 'K Goel', 'JR Hopes',\n",
       "       'KC Sangakkara', 'SM Katich', 'T Kohli', 'M Kaif', 'DS Lehmann',\n",
       "       'M Rawat', 'D Salunkhe', 'SK Warne', 'SK Trivedi', 'V Sehwag',\n",
       "       'L Ronchi', 'ST Jayasuriya', 'DJ Thornely', 'PR Shah', 'AM Nayar',\n",
       "       'SM Pollock', 'S Chanderpaul', 'LRPL Taylor', 'AC Gilchrist',\n",
       "       'Y Venugopal Rao', 'VVS Laxman', 'A Symonds', 'SB Styris',\n",
       "       'AS Yadav', 'SB Bangar', 'WPUJC Vaas', 'RP Singh', 'LR Shukla',\n",
       "       'DPMD Jayawardene', 'S Sohal', 'B Lee', 'WA Mota', 'Kamran Akmal',\n",
       "       'Shahid Afridi', 'DJ Bravo', 'MA Khote', 'A Nehra', 'GC Smith',\n",
       "       'Pankaj Singh', 'RR Sarwan', 'S Sreesanth', 'VRV Singh',\n",
       "       'R Vinay Kumar', 'AB Agarkar', 'M Kartik', 'Shoaib Malik',\n",
       "       'MF Maharoof', 'VY Mahesh', 'TM Srivastava', 'B Chipli',\n",
       "       'DW Steyn', 'DB Das', 'HH Gibbs', 'DNT Zoysa', 'D Kalyankrishna',\n",
       "       'SA Asnodkar', 'Sohail Tanvir', 'Salman Butt', 'BJ Hodge',\n",
       "       'Umar Gul', 'SP Fleming', 'S Vidyut', 'JA Morkel', 'LPC Silva',\n",
       "       'DB Ravi Teja', 'Misbah-ul-Haq', 'YV Takawale', 'RR Raje',\n",
       "       'Mohammad Asif', 'GD McGrath', 'Joginder Sharma', 'MS Gony',\n",
       "       'M Muralitharan', 'M Ntini', 'DT Patil', 'A Kumble', 'S Anirudha',\n",
       "       'CK Kapugedera', 'A Chopra', 'T Taibu', 'J Arunkumar', 'PP Ojha',\n",
       "       'SP Goswami', 'SR Tendulkar', 'U Kaul', 'TM Dilshan',\n",
       "       'AD Mascarenhas', 'Niraj Patel', 'LA Pomersbach', 'Younis Khan',\n",
       "       'PM Sarvesh Kumar', 'DP Vijaykumar', 'Shoaib Akhtar',\n",
       "       'Abdur Razzak', 'H Das', 'SD Chitnis', 'CRD Fernando',\n",
       "       'VS Yeligati', 'L Balaji', 'A Mukund', 'RR Powar', 'JP Duminy',\n",
       "       'A Flintoff', 'T Thushara', 'JD Ryder', 'KP Pietersen',\n",
       "       'T Henderson', 'Kamran Khan', 'RS Bopara', 'R Bishnoi',\n",
       "       'FH Edwards', 'PC Valthaty', 'RJ Quiney', 'AS Raut',\n",
       "       'Yashpal Singh', 'M Manhas', 'AA Bilakhia', 'AN Ghosh',\n",
       "       'BAW Mendis', 'DL Vettori', 'MN van Wyk', 'RE van der Merwe',\n",
       "       'TL Suman', 'Shoaib Ahmed', 'GR Napier', 'KP Appanna',\n",
       "       'LA Carseldine', 'SM Harwood', 'M Vijay', 'SB Jakati', 'RJ Harris',\n",
       "       'D du Preez', 'M Morkel', 'J Botha', 'C Nanda', 'Mashrafe Mortaza',\n",
       "       'A Singh', 'GJ Bailey', 'AB McDonald', 'Y Nagar', 'SS Shaikh',\n",
       "       'R Ashwin', 'Mohammad Ashraful', 'CA Pujara', 'OA Shah',\n",
       "       'Anirudh Singh', 'Jaskaran Singh', 'R Sathish', 'R McLaren',\n",
       "       'AA Jhunjhunwala', 'P Dogra', 'A Uniyal', 'MS Bisla', 'YA Abdulla',\n",
       "       'JM Kemp', 'S Tyagi', 'RS Gavaskar', 'SE Bond', 'S Ladda',\n",
       "       'DP Nannes', 'MJ Lumb', 'DR Martyn', 'S Narwal', 'AB Barath',\n",
       "       'FY Fazal', 'AC Voges', 'MD Mishra', 'J Theron', 'SJ Srivastava',\n",
       "       'R Sharma', 'SW Tait', 'KB Arun Karthik', 'KAJ Roach',\n",
       "       'PD Collingwood', 'CK Langeveldt', 'VS Malik', 'A Mithun',\n",
       "       'AP Dole', 'AN Ahmed', 'RS Sodhi', 'DE Bollinger', 'S Sriram',\n",
       "       'B Sumanth', 'C Madan', 'AG Paunikar', 'MR Marsh', 'Harmeet Singh',\n",
       "       'RV Gomez', 'AUK Pathan', 'UBT Chand', 'DJ Jacobs', 'Sunny Singh',\n",
       "       'NJ Rimmington', 'AL Menaria', 'WD Parnell', 'JJ van der Wath',\n",
       "       'R Ninan', 'MS Wade', 'TD Paine', 'SB Wagh', 'AC Thomas',\n",
       "       'JEC Franklin', 'DH Yagnik', 'S Randiv', 'BJ Haddin',\n",
       "       'NLTC Perera', 'NL McCullum', 'JE Taylor', 'J Syed Mohammad',\n",
       "       'RN ten Doeschate', 'TR Birt', 'AG Murtaza', 'Harpreet Singh',\n",
       "       'M Klinger', 'AC Blizzard', 'I Malhotra', 'L Ablish', 'CA Ingram',\n",
       "       'P Parameswaran', 'CJ Ferguson', 'AA Chavan', 'ND Doshi',\n",
       "       'Y Gnaneswara Rao', 'S Rana', 'BA Bhatt', 'RE Levi', 'KK Cooper',\n",
       "       'HV Patel', 'DAJ Bracewell', 'DJ Harris', 'GB Hogg', 'RR Bhatkal',\n",
       "       'CJ McKay', 'N Saini', 'Azhar Mahmood', 'RJ Peterson',\n",
       "       'KMDN Kulasekara', 'A Ashish Reddy', 'V Pratap Singh',\n",
       "       'BB Samantray', 'MJ Clarke', 'Gurkeerat Singh', 'AP Majumdar',\n",
       "       'PA Reddy', 'K Upadhyay', 'P Awana', 'AD Russell', 'A Chandila',\n",
       "       'Sunny Gupta', 'MC Juneja', 'GH Vihari', 'MDKJ Perera', 'R Shukla',\n",
       "       'B Laughlin', 'BMAJ Mendis', 'R Rampaul', 'SMSM Senanayake',\n",
       "       'BJ Rohrer', 'KL Rahul', 'Q de Kock', 'R Dhawan', 'LJ Wright',\n",
       "       'IC Pandey', 'CM Gautam', 'X Thalaivan Sargunam', 'DJG Sammy',\n",
       "       'KW Richardson', 'UA Birla', 'Parvez Rasool', 'PV Tambe',\n",
       "       'NJ Maddinson', 'JDS Neesham', 'MA Starc', 'BR Dunk', 'RR Rossouw',\n",
       "       'Shivam Sharma', 'VH Zol', 'BE Hendricks', 'S Gopal', 'M de Lange',\n",
       "       'JO Holder', 'Karanveer Singh', 'SA Abbott', 'J Suchith',\n",
       "       'RG More', 'D Wiese', 'SN Khan', 'DJ Muthuswami', 'C Munro',\n",
       "       'P Sahu', 'KJ Abbott', 'M Ashwin', 'NS Naik', 'PSP Handscomb',\n",
       "       'J Yadav', 'UT Khawaja', 'F Behardien', 'BB Sran', 'S Kaushik',\n",
       "       'ER Dwivedi', 'E Lewis', 'M Wood', 'R Singh', 'D Short',\n",
       "       'K Gowtham', 'T Curran', 'M Markande', 'B Stanlake', 'M Ur Rahman',\n",
       "       'A Dananjaya', 'S Gill', 'S Mavi', 'Mohammed Siraj', 'H Klaasen',\n",
       "       'R Bhui', 'J Archer', 'P Shaw', 'L Plunkett', 'Mustafizur Rahman',\n",
       "       'A Hales', 'M Lomror', 'D Shorey', 'M Ali', 'P Krishna',\n",
       "       'P Chopra', 'J Searles', 'I Sodhi', 'S Hetmyer', 'S Dube',\n",
       "       'J Bairstow', 'C Ingram', 'K Paul', 'R Salam', 'N Pooran',\n",
       "       'N Naik', 'H Vihari', 'P R Barman', 'S Curran', 'H Viljoen',\n",
       "       'Avesh Khan', 'S Lamichhane', 'S Sharma', 'H Gurney', 'SD Lad',\n",
       "       'A Joseph', 'R Parag', 'M Santner', 'J Denly', 'L Livingstone',\n",
       "       'K Ahmed', 'A Turner', 'H Brar', 'S Rutherford', 'P Raj',\n",
       "       'S Singh'], dtype=object)"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_batsam=deliver[\"batsman\"].unique()\n",
    "all_batsam"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='batsman_runs', ylabel='Density'>"
      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10,10))\n",
    "sns.distplot(deliver[\"batsman_runs\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Ashhh Choudhary\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:2551: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).\n",
      "  warnings.warn(msg, FutureWarning)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='dismissal_kind', ylabel='Density'>"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10,10))\n",
    "sns.distplot(deliver[\"dismissal_kind\"].value_counts())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([    1,     2,     3,     4,     5,     6,     7,     8,     9,\n",
       "          10,    11,    12,    13,    14,    15,    16,    17,    18,\n",
       "          19,    20,    21,    22,    23,    24,    25,    26,    27,\n",
       "          28,    29,    30,    31,    32,    33,    34,    35,    36,\n",
       "          37,    38,    39,    40,    41,    42,    43,    44,    45,\n",
       "          46,    47,    48,    49,    50,    51,    52,    53,    54,\n",
       "          55,    56,    57,    58,    59,    60,    61,    62,    63,\n",
       "          64,    65,    66,    67,    68,    69,    70,    71,    72,\n",
       "          73,    74,    75,    76,    77,    78,    79,    80,    81,\n",
       "          82,    83,    84,    85,    86,    87,    88,    89,    90,\n",
       "          91,    92,    93,    94,    95,    96,    97,    98,    99,\n",
       "         100,   101,   102,   103,   104,   105,   106,   107,   108,\n",
       "         109,   110,   111,   112,   113,   114,   115,   116,   117,\n",
       "         118,   119,   120,   121,   122,   123,   124,   125,   126,\n",
       "         127,   128,   129,   130,   131,   132,   133,   134,   135,\n",
       "         136,   137,   138,   139,   140,   141,   142,   143,   144,\n",
       "         145,   146,   147,   148,   149,   150,   151,   152,   153,\n",
       "         154,   155,   156,   157,   158,   159,   160,   161,   162,\n",
       "         163,   164,   165,   166,   167,   168,   169,   170,   171,\n",
       "         172,   173,   174,   175,   176,   177,   178,   179,   180,\n",
       "         181,   182,   183,   184,   185,   186,   187,   188,   189,\n",
       "         190,   191,   192,   193,   194,   195,   196,   197,   198,\n",
       "         199,   200,   201,   202,   203,   204,   205,   206,   207,\n",
       "         208,   209,   210,   211,   212,   213,   214,   215,   216,\n",
       "         217,   218,   219,   220,   221,   222,   223,   224,   225,\n",
       "         226,   227,   228,   229,   230,   231,   232,   233,   234,\n",
       "         235,   236,   237,   238,   239,   240,   241,   242,   243,\n",
       "         244,   245,   246,   247,   248,   249,   250,   251,   252,\n",
       "         253,   254,   255,   256,   257,   258,   259,   260,   261,\n",
       "         262,   263,   264,   265,   266,   267,   268,   269,   270,\n",
       "         271,   272,   273,   274,   275,   276,   277,   278,   279,\n",
       "         280,   281,   282,   283,   284,   285,   286,   287,   288,\n",
       "         289,   290,   291,   292,   293,   294,   295,   296,   297,\n",
       "         298,   299,   300,   301,   302,   303,   304,   305,   306,\n",
       "         307,   308,   309,   310,   311,   312,   313,   314,   315,\n",
       "         316,   317,   318,   319,   320,   321,   322,   323,   324,\n",
       "         325,   326,   327,   328,   329,   330,   331,   332,   333,\n",
       "         334,   335,   336,   337,   338,   339,   340,   341,   342,\n",
       "         343,   344,   345,   346,   347,   348,   349,   350,   351,\n",
       "         352,   353,   354,   355,   356,   357,   358,   359,   360,\n",
       "         361,   362,   363,   364,   365,   366,   367,   368,   369,\n",
       "         370,   371,   372,   373,   374,   375,   376,   377,   378,\n",
       "         379,   380,   381,   382,   383,   384,   385,   386,   387,\n",
       "         388,   389,   390,   391,   392,   393,   394,   395,   396,\n",
       "         397,   398,   399,   400,   401,   402,   403,   404,   405,\n",
       "         406,   407,   408,   409,   410,   411,   412,   413,   414,\n",
       "         415,   416,   417,   418,   419,   420,   421,   422,   423,\n",
       "         424,   425,   426,   427,   428,   429,   430,   431,   432,\n",
       "         433,   434,   435,   436,   437,   438,   439,   440,   441,\n",
       "         442,   443,   444,   445,   446,   447,   448,   449,   450,\n",
       "         451,   452,   453,   454,   455,   456,   457,   458,   459,\n",
       "         460,   461,   462,   463,   464,   465,   466,   467,   468,\n",
       "         469,   470,   471,   472,   473,   474,   475,   476,   477,\n",
       "         478,   479,   480,   481,   482,   483,   484,   485,   486,\n",
       "         487,   488,   489,   490,   491,   492,   493,   494,   495,\n",
       "         496,   497,   498,   499,   500,   501,   502,   503,   504,\n",
       "         505,   506,   507,   508,   509,   510,   511,   512,   513,\n",
       "         514,   515,   516,   517,   518,   519,   520,   521,   522,\n",
       "         523,   524,   525,   526,   527,   528,   529,   530,   531,\n",
       "         532,   533,   534,   535,   536,   537,   538,   539,   540,\n",
       "         541,   542,   543,   544,   545,   546,   547,   548,   549,\n",
       "         550,   551,   552,   553,   554,   555,   556,   557,   558,\n",
       "         559,   560,   561,   562,   563,   564,   565,   566,   567,\n",
       "         568,   569,   570,   571,   572,   573,   574,   575,   576,\n",
       "         577,   578,   579,   580,   581,   582,   583,   584,   585,\n",
       "         586,   587,   588,   589,   590,   591,   592,   593,   594,\n",
       "         595,   596,   597,   598,   599,   600,   601,   602,   603,\n",
       "         604,   605,   606,   607,   608,   609,   610,   611,   612,\n",
       "         613,   614,   615,   616,   617,   618,   619,   620,   621,\n",
       "         622,   623,   624,   625,   626,   627,   628,   629,   630,\n",
       "         631,   632,   633,   634,   635,   636,  7894,  7895,  7896,\n",
       "        7897,  7898,  7899,  7900,  7901,  7902,  7903,  7904,  7905,\n",
       "        7906,  7907,  7908,  7909,  7910,  7911,  7912,  7913,  7914,\n",
       "        7915,  7916,  7917,  7918,  7919,  7920,  7921,  7922,  7923,\n",
       "        7924,  7925,  7926,  7927,  7928,  7929,  7930,  7931,  7932,\n",
       "        7933,  7934,  7935,  7936,  7937,  7938,  7939,  7940,  7941,\n",
       "        7942,  7943,  7944,  7945,  7946,  7947,  7948,  7949,  7950,\n",
       "        7951,  7952,  7953, 11137, 11138, 11139, 11140, 11141, 11142,\n",
       "       11143, 11144, 11145, 11146, 11147, 11148, 11149, 11150, 11151,\n",
       "       11152, 11153, 11309, 11310, 11311, 11312, 11313, 11314, 11315,\n",
       "       11316, 11317, 11318, 11319, 11320, 11321, 11322, 11323, 11324,\n",
       "       11325, 11326, 11327, 11328, 11329, 11330, 11331, 11332, 11333,\n",
       "       11334, 11335, 11336, 11337, 11338, 11339, 11340, 11341, 11342,\n",
       "       11343, 11344, 11345, 11346, 11347, 11412, 11413, 11414, 11415],\n",
       "      dtype=int64)"
      ]
     },
     "execution_count": 94,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "total_match_id=deliver[\"match_id\"].unique()\n",
    "total_match_id"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}