def get_team_shots(plays, game_id, periods=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]):
"""Gets the number of shots attempted by each team and their types
returned as a list of lists"""
# [[[away 2 atts, away 2s made],
# [away 3 atts, away 3s made],
# [total away atts, total away made]],
# [[home 2 atts, home 2s made],
# [home 3 atts, home 3s made],
# [total home atts, total home made]]]
teams = espn.get_teams("", game_id)
away_two_atts, away_three_atts, away_shot_atts = 0, 0, 0
home_two_atts, home_three_atts, home_shot_atts = 0, 0, 0
away_twos_made, away_threes_made, away_shots_made = 0, 0, 0
home_twos_made, home_threes_made, home_shots_made = 0, 0, 0
for play in plays:
if (
("miss" in play[7] or "make" in play[7])
and "free throw" not in play[8]
and play[4] in periods
):
if play[8] == "two":
if play[10] == teams[0]:
away_two_atts += 1
if play[7] == "make":
away_twos_made += 1
if play[10] == teams[1]:
home_two_atts += 1
if play[7] == "make":
home_twos_made += 1
if play[8] == "three":
if play[10] == teams[0]:
away_three_atts += 1
if play[7] == "make":
away_threes_made += 1
if play[10] == teams[1]:
home_three_atts += 1
if play[7] == "make":
home_threes_made += 1
away_shot_atts = away_two_atts + away_three_atts
home_shot_atts = home_two_atts + home_three_atts
away_shots_made = away_twos_made + away_threes_made
home_shots_made = home_twos_made + home_threes_made
shot_list = [
[
[away_two_atts, away_twos_made],
[away_three_atts, away_threes_made],
[away_shot_atts, away_shots_made],
],
[
[home_two_atts, home_twos_made],
[home_three_atts, home_threes_made],
[home_shot_atts, home_shots_made],
],
]
return shot_list
def get_team_fts(plays, game_id, periods=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]):
"""Gets the free throws taken and made by each team"""
teams = espn.get_teams("", game_id)
away_ft_atts, away_fts_made = 0, 0
home_ft_atts, home_fts_made = 0, 0
for play in plays:
if (
("miss" in play[7] or "make" in play[7])
and "free throw" in play[8]
and play[4] in periods
):
if play[10] == teams[0]:
away_ft_atts += 1
if play[7] == "make":
away_fts_made += 1
if play[10] == teams[1]:
home_ft_atts += 1
if play[7] == "make":
home_fts_made += 1
ft_shot_list = [[away_ft_atts, away_fts_made], [home_ft_atts, home_fts_made]]
return ft_shot_list
import espn_scraper as espn
import json
''' Pretty print json helper '''
def ppjson(data):
print(json.dumps(data, indent=2, sort_keys=True))
leagues = espn.get_leagues()
print(leagues)
for league in leagues:
teams = espn.get_teams(league)
print(league, len(teams))
# print nfl 2016 postseason scores
scoreboard_urls = espn.get_all_scoreboard_urls("nfl", 2017)
for scoreboard_url in scoreboard_urls:
data = espn.get_url(scoreboard_url, cached_path="cached_json")
for event in data['content']['sbData']['events']:
if event['season']['type'] == 3:
print(
event['season']['type'], event['season']['year'],
event['competitions'][0]['competitors'][0]['team']
['abbreviation'],
event['competitions'][0]['competitors'][0]['score'],
event['competitions'][0]['competitors'][1]['team']
['abbreviation'],
event['competitions'][0]['competitors'][1]['score'])
url = espn.get_game_url("boxscore", "nba", 400900498)
def test_get_num_nhl_teams(self):
self.assertEqual(len(espn.get_teams("nhl")), 31)
def test_get_num_wnba_teams(self):
self.assertEqual(len(espn.get_teams("wnba")), 12)
def test_get_num_ncw_teams(self):
assert(len(espn.get_teams("ncw")) > 300)
def test_get_num_ncb_teams(self):
self.assertEqual(len(espn.get_teams("ncb")), 353)
def test_get_num_ncf_teams(self):
self.assertEqual(len(espn.get_teams("ncf")), 256)
def test_get_num_mlb_teams(self):
self.assertEqual(len(espn.get_teams("mlb")), 30)
import espn_team_stats as espn_team
import pygal
import plotly.express as px
import pandas as pd
import dash
import dash_core_components as dcc
import dash_html_components as html
game_id = "401301254"
plays = espn.play_by_play_builder(game_id)
shot_type_list = espn_team.get_team_shots(plays, game_id)
ft_list = espn_team.get_team_fts(plays, game_id)
team_fg_pcts = espn_team.get_team_fg_pcts(plays, game_id)
team_ft_pcts = espn_team.get_team_ft_pcts(plays, game_id)
teams = espn.get_teams("", game_id)
print(teams)
# print(team_ft_pcts)
# print(team_fg_pcts)
away_shot_pcts = team_fg_pcts[0]
away_shot_pcts.append(team_ft_pcts[0])
home_shot_pcts = team_fg_pcts[1]
home_shot_pcts.append(team_ft_pcts[1])
x_labels = ["3 pt Percentage", "2 pt Percentage", "Fg Percentage", "FT Percentage"]
team_shot_pcts_chart = pygal.Radar()
team_shot_pcts_chart.title = "Shooting Percentages by Team"
team_shot_pcts_chart.x_labels = x_labels
team_shot_pcts_chart.add(teams[0], away_shot_pcts)
