{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "mdf = pd.read_csv('matches.csv')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "df = pd.read_csv('deliveries.csv')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | match_id | \n", "inning | \n", "batting_team | \n", "bowling_team | \n", "over | \n", "ball | \n", "batsman | \n", "non_striker | \n", "bowler | \n", "is_super_over | \n", "... | \n", "bye_runs | \n", "legbye_runs | \n", "noball_runs | \n", "penalty_runs | \n", "batsman_runs | \n", "extra_runs | \n", "total_runs | \n", "player_dismissed | \n", "dismissal_kind | \n", "fielder | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "1 | \n", "1 | \n", "Sunrisers Hyderabad | \n", "Royal Challengers Bangalore | \n", "1 | \n", "1 | \n", "DA Warner | \n", "S Dhawan | \n", "TS Mills | \n", "0 | \n", "... | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
1 rows × 21 columns
\n", "\n", " | player | \n", "fielder | \n", "bowler | \n", "runs | \n", "
---|---|---|---|---|
0 | \n", "CH Gayle | \n", "DA Warner | \n", "DJ Hooda | \n", "32 (23 ) | \n", "
1 | \n", "Mandeep Singh | \n", "\n", " | Rashid Khan | \n", "24 (16 ) | \n", "
2 | \n", "TM Head | \n", "Yuvraj Singh | \n", "Rashid Khan | \n", "30 (22 ) | \n", "
3 | \n", "KM Jadhav | \n", "runout(BCJ Cutting) | \n", "\n", " | 31 (18 ) | \n", "
4 | \n", "SR Watson | \n", "MC Henriques | \n", "A Nehra | \n", "22 (17 ) | \n", "
5 | \n", "Sachin Baby | \n", "MC Henriques | \n", "Bipul Sharma | \n", "1 (3 ) | \n", "
6 | \n", "STR Binny | \n", "Yuvraj Singh | \n", "B Kumar | \n", "11 (10 ) | \n", "
7 | \n", "S Aravind | \n", "\n", " | A Nehra | \n", "0 (2 ) | \n", "
8 | \n", "YS Chahal | \n", "runout(CJ Jordan (sub)) | \n", "\n", " | 3 (7 ) | \n", "
9 | \n", "TS Mills | \n", "DA Warner | \n", "B Kumar | \n", "6 (3 ) | \n", "
10 | \n", "A Choudhary | \n", "\n", " | \n", " | 6* (2 ) | \n", "