{ "cells": [ { "cell_type": "markdown", "id": "b3623af9", "metadata": {}, "source": [ "# Tennis and Data Science" ] }, { "cell_type": "code", "execution_count": 1, "id": "0299abd6", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | match_id | \n", "frame_pos | \n", "p1 | \n", "p1_sets | \n", "p1_games | \n", "p1_points | \n", "p1_set1 | \n", "p1_set2 | \n", "p1_set3 | \n", "p1_set4 | \n", "... | \n", "lob | \n", "rally_length | \n", "rally_1-4 | \n", "rally_5-8 | \n", "rally_9+ | \n", "expected_ballhit_count | \n", "detected_ballhit_count | \n", "game_id | \n", "point_description | \n", "strokes_timestamps | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "3 | \n", "350 | \n", "djokovic | \n", "0 | \n", "0 | \n", "0 | \n", "-1 | \n", "-1 | \n", "-1 | \n", "-1 | \n", "... | \n", "0 | \n", "1 | \n", "1 | \n", "0 | \n", "0 | \n", "1 | \n", "1 | \n", "0 | \n", "1st serve wide, ace. | \n", "[26.192] | \n", "
1 | \n", "3 | \n", "975 | \n", "djokovic | \n", "0 | \n", "0 | \n", "0 | \n", "-1 | \n", "-1 | \n", "-1 | \n", "-1 | \n", "... | \n", "0 | \n", "2 | \n", "1 | \n", "0 | \n", "0 | \n", "3 | \n", "3 | \n", "0 | \n", "1st serve wide, fault (net). 2nd serve to body... | \n", "[41.239, 49.412, 50.341] | \n", "
2 | \n", "3 | \n", "1425 | \n", "djokovic | \n", "0 | \n", "0 | \n", "0 | \n", "-1 | \n", "-1 | \n", "-1 | \n", "-1 | \n", "... | \n", "0 | \n", "3 | \n", "1 | \n", "0 | \n", "0 | \n", "3 | \n", "3 | \n", "0 | \n", "1st serve wide; forehand return down the middl... | \n", "[65.945, 66.688, 67.802] | \n", "
3 | \n", "3 | \n", "1850 | \n", "djokovic | \n", "0 | \n", "0 | \n", "15 | \n", "-1 | \n", "-1 | \n", "-1 | \n", "-1 | \n", "... | \n", "0 | \n", "1 | \n", "1 | \n", "0 | \n", "0 | \n", "1 | \n", "2 | \n", "0 | \n", "1st serve down the T, ace. | \n", "[85.264, 86.378] | \n", "
4 | \n", "3 | \n", "2275 | \n", "djokovic | \n", "0 | \n", "0 | \n", "15 | \n", "-1 | \n", "-1 | \n", "-1 | \n", "-1 | \n", "... | \n", "0 | \n", "3 | \n", "1 | \n", "0 | \n", "0 | \n", "4 | \n", "4 | \n", "0 | \n", "1st serve wide, fault (net). 2nd serve down th... | \n", "[101.053, 109.97, 110.899, 112.385] | \n", "
5 rows × 52 columns
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