Install

pip install czapi

How to use

import czapi.api as api

LinescorePage

czapi is based around the LinescorePage object which represents a linescore page on the CurlingZone website.

Click here to see an example linescore page.

Creating an instance of the LinescorePage class gives access to every boxscore on that linescore page.

linescore_page = api.LinescorePage(cz_event_id = 6400, cz_draw_id = 2)

The cz_event_id and cz_draw_id arguments are found in the CurlingZone URL.

Here's an example:

https://curlingzone.com/event.php?eventid=7795&view=Scores&showdrawid=21#1

The boxscores on the linescore page can be accessed through the boxscores property which returns a list of boxscores.

linescore_page.boxscores

[{'Wayne Tuck Jr.': {'draw': 'Draw: 2',
   'draw_num': 2,
   'href': 'event.php?view=Team&eventid=6400&teamid=144353&profileid=12486#1',
   'score': ['0', '2', '0', '0', '0', '0', '1', '1', '1', '0'],
   'hammer': True,
   'finalscore': '5'},
  'Matthew Hall': {'draw': 'Draw: 2',
   'draw_num': 2,
   'href': 'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435#1',
   'score': ['0', '0', '4', '0', '0', '1', '0', '0', '0', '2'],
   'hammer': False,
   'finalscore': '7'}},
 {'Dayna Deruelle': {'draw': 'Draw: 2',
   'draw_num': 2,
   'href': 'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435&eventid=6400&teamid=144346&profileid=26636#1',
   'score': ['0', '0', '1', '0', '0', '0', '0', 'X'],
   'hammer': False,
   'finalscore': '1'},
  'Tyler Stewart': {'draw': 'Draw: 2',
   'draw_num': 2,
   'href': 'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435&eventid=6400&teamid=144352&profileid=12477#1',
   'score': ['0', '2', '0', '2', '1', '1', '4', 'X'],
   'hammer': True,
   'finalscore': '10'}},
 {'Mark Kean': {'draw': 'Draw: 2',
   'draw_num': 2,
   'href': 'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144348&profileid=25961#1',
   'score': ['2', '0', '1', '0', '0', '0', '1', '3', 'X'],
   'hammer': True,
   'finalscore': '7'},
  'Jason March': {'draw': 'Draw: 2',
   'draw_num': 2,
   'href': 'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144350#1',
   'score': ['0', '0', '0', '0', '2', '1', '0', '0', 'X'],
   'hammer': False,
   'finalscore': '3'}},
 {'Richard Krell': {'draw': 'Draw: 2',
   'draw_num': 2,
   'href': 'event.php?view=Team&eventid=6400&teamid=144350&profileid=0&eventid=6400&teamid=144349&profileid=25962#1',
   'score': ['2', '0', '1', '0', '2', '1', '1', 'X'],
   'hammer': True,
   'finalscore': '7'},
  'Rob Ainsley': {'draw': 'Draw: 2',
   'draw_num': 2,
   'href': 'event.php?view=Team&eventid=6400&teamid=144350&profileid=0&eventid=6400&teamid=144345&profileid=15779#1',
   'score': ['0', '0', '0', '1', '0', '0', '0', 'X'],
   'hammer': False,
   'finalscore': '1'}}]

A boxscore is returned as a dictionary of team names, game information dictionary key, value pairs.

Each game information dictionary contains:

• 'href' key with a corresponding string value of CurlingZone IDs identifying the team.
• 'hammer' key with corresponding boolean value of whether or not that team started the game with hammer.
• 'score' key with corresponding list of string value of end-by-end results for that team.
• 'finalscore' key with corresponding final score for the team.
• 'draw_num' key with corresponding draw number for the game.
• 'draw' key with corresponding draw.

Individual boxscores can be accessed through the get_boxscore_from method.

boxscore = linescore_page.get_boxscore_from(cz_game_id = 1)
boxscore

{'Wayne Tuck Jr.': {'draw': 'Draw: 2',
  'draw_num': 2,
  'href': 'event.php?view=Team&eventid=6400&teamid=144353&profileid=12486#1',
  'score': ['0', '2', '0', '0', '0', '0', '1', '1', '1', '0'],
  'hammer': True,
  'finalscore': '5'},
 'Matthew Hall': {'draw': 'Draw: 2',
  'draw_num': 2,
  'href': 'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435#1',
  'score': ['0', '0', '4', '0', '0', '1', '0', '0', '0', '2'],
  'hammer': False,
  'finalscore': '7'}}

cz_game_id argument corresponds to the number the boxscore appears in on the linescore page.

The LinescorePage object contains these properties which details information on the boxscores:

• event_name
• event_date
• draw
• draw number

print(linescore_page.event_name,',',linescore_page.event_date)

Ontario Tankard - Open Qualifier , Jan 17 - 19, 2020

For convenience, upon instantiation of a LinescorePage object, a NormalizedBoxscore instance for each boxscore is created. A NormalizedBoxscore holds the same information as a boxscore dictionary with two new pieces of information added:

1. The hammer progression for both teams throughout the game, i.e. who had hammer in what end.
2. Each team's relative score, i.e. who was up/down X after end Y.

normalized_boxscore = linescore_page.get_normalized_boxscore_from(cz_game_id = 1)
normalized_boxscore

NormalizedBoxscore(boxscore={'Wayne Tuck Jr.': {'draw': 'Draw: 2', 'draw_num': 2, 'href': 'event.php?view=Team&eventid=6400&teamid=144353&profileid=12486#1', 'score': ['0', '2', '0', '0', '0', '0', '1', '1', '1', '0'], 'hammer': True, 'finalscore': '5'}, 'Matthew Hall': {'draw': 'Draw: 2', 'draw_num': 2, 'href': 'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435#1', 'score': ['0', '0', '4', '0', '0', '1', '0', '0', '0', '2'], 'hammer': False, 'finalscore': '7'}})

A NormalizedBoxscore object holds two NormalizedHalfBoxscore instances.

normalized_boxscore.normalized_half_boxscore_pair[0]

NormalizedHalfBoxscore(team_name='Wayne Tuck Jr.', href='event.php?view=Team&eventid=6400&teamid=144353&profileid=12486#1', hammer=True, score=['0', '2', '0', '0', '0', '0', '1', '1', '1', '0'], finalscore='5', draw_num=2, draw='Draw: 2', hammer_progression=[True, True, False, True, True, True, True, False, False, False], normalized_score=[0, 0, 2, -2, -2, -2, -3, -2, -1, 0])

For Wayne Tuck Jr. the hammer_progression attribute can be interpreted as follows:

• End 1: Wayne had hammer
• End 2: Wayne had hammer
• End 3: Wayne didn't have hammer
• And so on and so forth..

normalized_boxscore.normalized_half_boxscore_pair[-1]

NormalizedHalfBoxscore(team_name='Matthew Hall', href='event.php?view=Team&eventid=6400&teamid=144347&profileid=12435#1', hammer=False, score=['0', '0', '4', '0', '0', '1', '0', '0', '0', '2'], finalscore='7', draw_num=2, draw='Draw: 2', hammer_progression=[False, False, True, False, False, False, False, True, True, True], normalized_score=[0, 0, -2, 2, 2, 2, 3, 2, 1, 0])

For Matthew Hall, the normalized_score attribute can be interpreted as follows:

• The score was tied in the first end (obviously).
• The score was tied in the second end.
• In the 3rd end, Matthew was down 2.
• In the 4th end, Matthew was up 2 after taking 4.
• And so on and so forth..

You'll also notice the NormalizedBoxscore object has a guid property which identifies that two NormalizedHalfBoxscore belong to the same game.

normalized_boxscore.guid

154352576001077780910640079893588160113

czapi's get_flat_boxscores_from function takes a cz_event_id and cz_draw_id as an arguments and returns a (flat) nested list object of all the boxscore information on the linescore page. This nested list object can be ingested into a pandas DataFrame or pushed to a SQL database.

api.get_flat_boxscores_from(cz_event_id = 6400, cz_draw_id = 2)

[('Wayne Tuck Jr.',
  'event.php?view=Team&eventid=6400&teamid=144353&profileid=12486#1',
  True,
  ['0', '2', '0', '0', '0', '0', '1', '1', '1', '0'],
  '5',
  2,
  'Draw: 2',
  [True, True, False, True, True, True, True, False, False, False],
  [0, 0, 2, -2, -2, -2, -3, -2, -1, 0],
  306528221620467227442052913955328486003),
 ('Matthew Hall',
  'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435#1',
  False,
  ['0', '0', '4', '0', '0', '1', '0', '0', '0', '2'],
  '7',
  2,
  'Draw: 2',
  [False, False, True, False, False, False, False, True, True, True],
  [0, 0, -2, 2, 2, 2, 3, 2, 1, 0],
  306528221620467227442052913955328486003),
 ('Dayna Deruelle',
  'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435&eventid=6400&teamid=144346&profileid=26636#1',
  False,
  ['0', '0', '1', '0', '0', '0', '0', 'X'],
  '1',
  2,
  'Draw: 2',
  [False, False, True, False, True, True, True, True],
  [0, 0, -2, -1, -3, -4, -5, -9],
  169959036371998794200683443427801286021),
 ('Tyler Stewart',
  'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435&eventid=6400&teamid=144352&profileid=12477#1',
  True,
  ['0', '2', '0', '2', '1', '1', '4', 'X'],
  '10',
  2,
  'Draw: 2',
  [True, True, False, True, False, False, False, False],
  [0, 0, 2, 1, 3, 4, 5, 9],
  169959036371998794200683443427801286021),
 ('Mark Kean',
  'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144348&profileid=25961#1',
  True,
  ['2', '0', '1', '0', '0', '0', '1', '3', 'X'],
  '7',
  2,
  'Draw: 2',
  [True, False, False, False, False, True, True, False, False],
  [0, 2, 2, 3, 3, 1, 0, 1, 4],
  216723633949199876308042205365369844269),
 ('Jason March',
  'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144350#1',
  False,
  ['0', '0', '0', '0', '2', '1', '0', '0', 'X'],
  '3',
  2,
  'Draw: 2',
  [False, True, True, True, True, False, False, True, True],
  [0, -2, -2, -3, -3, -1, 0, -1, -4],
  216723633949199876308042205365369844269),
 ('Richard Krell',
  'event.php?view=Team&eventid=6400&teamid=144350&profileid=0&eventid=6400&teamid=144349&profileid=25962#1',
  True,
  ['2', '0', '1', '0', '2', '1', '1', 'X'],
  '7',
  2,
  'Draw: 2',
  [True, False, False, False, True, False, False, False],
  [0, 2, 2, 3, 2, 4, 5, 6],
  142335171424399828625133635146510278418),
 ('Rob Ainsley',
  'event.php?view=Team&eventid=6400&teamid=144350&profileid=0&eventid=6400&teamid=144345&profileid=15779#1',
  False,
  ['0', '0', '0', '1', '0', '0', '0', 'X'],
  '1',
  2,
  'Draw: 2',
  [False, True, True, True, False, True, True, True],
  [0, -2, -2, -3, -2, -4, -5, -6],
  142335171424399828625133635146510278418)]

Event

The Event object is a data structure which holds all of the LinescorePage objects which make up an entire event.

An Event instance is created by passing a cz_event_id.

event = api.Event(cz_event_id = 6400,delay=3,verbose=True)
event

Scraping draw 1.
Scraping draw 2.
Scraping draw 3.
Scraping draw 4.
Scraping draw 5.
Scraping draw 6.
Scraping draw 7.

Event(cz_event_id=6400, delay=3, verbose=True)

The created Event objects holds all the LinescorePage objects in it's pages property.

event.pages

[LinescorePage(cz_event_id=6400, cz_draw_id=1),
 LinescorePage(cz_event_id=6400, cz_draw_id=2),
 LinescorePage(cz_event_id=6400, cz_draw_id=3),
 LinescorePage(cz_event_id=6400, cz_draw_id=4),
 LinescorePage(cz_event_id=6400, cz_draw_id=5),
 LinescorePage(cz_event_id=6400, cz_draw_id=6),
 LinescorePage(cz_event_id=6400, cz_draw_id=7)]

Details about specific draws can be accessed by grabbing the correct LinescorePage.

event.pages[2]

LinescorePage(cz_event_id=6400, cz_draw_id=3)

event.pages[2].boxscores

[{'Matthew Hall': {'draw': 'Draw: 3',
   'draw_num': 3,
   'href': 'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435#1',
   'score': ['0', '0', '2', '1', '2', '1', '0', '2', 'X'],
   'hammer': True,
   'finalscore': '8'},
  'Tyler Stewart': {'draw': 'Draw: 3',
   'draw_num': 3,
   'href': 'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477#1',
   'score': ['0', '1', '0', '0', '0', '0', '2', '0', 'X'],
   'hammer': False,
   'finalscore': '3'}},
 {'Mark Kean': {'draw': 'Draw: 3',
   'draw_num': 3,
   'href': 'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144348&profileid=25961#1',
   'score': ['0', '5', '0', '1', '1', '1', 'X'],
   'hammer': True,
   'finalscore': '8'},
  'Richard Krell': {'draw': 'Draw: 3',
   'draw_num': 3,
   'href': 'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144349&profileid=25962#1',
   'score': ['1', '0', '1', '0', '0', '0', 'X'],
   'hammer': False,
   'finalscore': '2'}},
 {'Damien Villard': {'draw': 'Draw: 3',
   'draw_num': 3,
   'href': 'event.php?view=Team&eventid=6400&teamid=144349&profileid=25962&eventid=6400&teamid=144354&profileid=27373#1',
   'score': ['2', '1', '0', '1', '0', '0', '1', '0', '0', '0'],
   'hammer': True,
   'finalscore': '5'},
  'Sam Steep': {'draw': 'Draw: 3',
   'draw_num': 3,
   'href': 'event.php?view=Team&eventid=6400&teamid=144349&profileid=25962&eventid=6400&teamid=144351&profileid=25978#1',
   'score': ['0', '0', '1', '0', '2', '0', '0', '1', '1', '1'],
   'hammer': False,
   'finalscore': '6'}},
 {'Jason March': {'draw': 'Draw: 3',
   'draw_num': 3,
   'href': 'event.php?view=Team&eventid=6400&teamid=144351&profileid=25978&eventid=6400&teamid=144350#1',
   'score': ['1', '1', '0', '0', '0', '0', '2', '1', '2', 'X'],
   'hammer': True,
   'finalscore': '7'},
  'Matthew Mepstead': {'draw': 'Draw: 3',
   'draw_num': 3,
   'href': 'event.php?view=Team&eventid=6400&teamid=144351&profileid=25978&eventid=6400&teamid=144356#1',
   'score': ['0', '0', '1', '1', '0', '0', '0', '0', '0', 'X'],
   'hammer': False,
   'finalscore': '2'}},
 {'Wayne Tuck Jr.': {'draw': 'Draw: 3',
   'draw_num': 3,
   'href': 'event.php?view=Team&eventid=6400&teamid=144356&profileid=0&eventid=6400&teamid=144353&profileid=12486#1',
   'score': ['0', '0', '0', '2', '0', '0', '0', '0', 'X'],
   'hammer': False,
   'finalscore': '2'},
  'Rob Ainsley': {'draw': 'Draw: 3',
   'draw_num': 3,
   'href': 'event.php?view=Team&eventid=6400&teamid=144356&profileid=0&eventid=6400&teamid=144345&profileid=15779#1',
   'score': ['2', '1', '0', '0', '1', '2', '1', '1', 'X'],
   'hammer': True,
   'finalscore': '8'}}]

The get_flat_boxscores method can be used to return a list of (flat) nested list object of all the boxscore information on all the linescore pages.

event.get_flat_boxscores()

[[('Damien Villard',
   'event.php?view=Team&eventid=6400&teamid=144354&profileid=27373#1',
   True,
   ['0', '0', '0', '0', 'X'],
   '0',
   1,
   'Draw: 1',
   [True, True, True, True, True],
   [0, -1, -4, -6, -8],
   227597408989477916004520082463493572762),
  ('Matthew Hall',
   'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435#1',
   False,
   ['1', '3', '2', '2', 'X'],
   '8',
   1,
   'Draw: 1',
   [False, False, False, False, False],
   [0, 1, 4, 6, 8],
   227597408989477916004520082463493572762),
  ('Matthew Mepstead',
   'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435&eventid=6400&teamid=144356#1',
   False,
   ['0', '0', '1', '1', '0', '1', '0', '0', '0', '1', '0'],
   '4',
   1,
   'Draw: 1',
   [False, False, True, False, False, True, False, False, False, True, False],
   [0, 0, -2, -1, 0, -1, 0, 0, 0, -1, 0],
   230481195381514558834165699232540581342),
  ('Tyler Stewart',
   'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435&eventid=6400&teamid=144352&profileid=12477#1',
   True,
   ['0', '2', '0', '0', '1', '0', '0', '0', '1', '0', '1'],
   '5',
   1,
   'Draw: 1',
   [True, True, False, True, True, False, True, True, True, False, True],
   [0, 0, 2, 1, 0, 1, 0, 0, 0, 1, 0],
   230481195381514558834165699232540581342),
  ('Jason March',
   'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144350#1',
   False,
   ['0', '2', '0', '1', '0', '2', '2', '0', '2', 'X'],
   '9',
   1,
   'Draw: 1',
   [False, False, False, False, False, True, False, False, True, False],
   [0, 0, 2, 2, 3, 2, 4, 6, 3, 5],
   123876478142928441769100783560984935273),
  ('Sam Steep',
   'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144351&profileid=25978#1',
   True,
   ['0', '0', '0', '0', '1', '0', '0', '3', '0', 'X'],
   '4',
   1,
   'Draw: 1',
   [True, True, True, True, True, False, True, True, False, True],
   [0, 0, -2, -2, -3, -2, -4, -6, -3, -5],
   123876478142928441769100783560984935273)],
 [('Wayne Tuck Jr.',
   'event.php?view=Team&eventid=6400&teamid=144353&profileid=12486#1',
   True,
   ['0', '2', '0', '0', '0', '0', '1', '1', '1', '0'],
   '5',
   2,
   'Draw: 2',
   [True, True, False, True, True, True, True, False, False, False],
   [0, 0, 2, -2, -2, -2, -3, -2, -1, 0],
   309985127892547751219643103116568617832),
  ('Matthew Hall',
   'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435#1',
   False,
   ['0', '0', '4', '0', '0', '1', '0', '0', '0', '2'],
   '7',
   2,
   'Draw: 2',
   [False, False, True, False, False, False, False, True, True, True],
   [0, 0, -2, 2, 2, 2, 3, 2, 1, 0],
   309985127892547751219643103116568617832),
  ('Dayna Deruelle',
   'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435&eventid=6400&teamid=144346&profileid=26636#1',
   False,
   ['0', '0', '1', '0', '0', '0', '0', 'X'],
   '1',
   2,
   'Draw: 2',
   [False, False, True, False, True, True, True, True],
   [0, 0, -2, -1, -3, -4, -5, -9],
   258827556868852829922619663221573707805),
  ('Tyler Stewart',
   'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435&eventid=6400&teamid=144352&profileid=12477#1',
   True,
   ['0', '2', '0', '2', '1', '1', '4', 'X'],
   '10',
   2,
   'Draw: 2',
   [True, True, False, True, False, False, False, False],
   [0, 0, 2, 1, 3, 4, 5, 9],
   258827556868852829922619663221573707805),
  ('Mark Kean',
   'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144348&profileid=25961#1',
   True,
   ['2', '0', '1', '0', '0', '0', '1', '3', 'X'],
   '7',
   2,
   'Draw: 2',
   [True, False, False, False, False, True, True, False, False],
   [0, 2, 2, 3, 3, 1, 0, 1, 4],
   196156262752898539339442275025527127066),
  ('Jason March',
   'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144350#1',
   False,
   ['0', '0', '0', '0', '2', '1', '0', '0', 'X'],
   '3',
   2,
   'Draw: 2',
   [False, True, True, True, True, False, False, True, True],
   [0, -2, -2, -3, -3, -1, 0, -1, -4],
   196156262752898539339442275025527127066),
  ('Richard Krell',
   'event.php?view=Team&eventid=6400&teamid=144350&profileid=0&eventid=6400&teamid=144349&profileid=25962#1',
   True,
   ['2', '0', '1', '0', '2', '1', '1', 'X'],
   '7',
   2,
   'Draw: 2',
   [True, False, False, False, True, False, False, False],
   [0, 2, 2, 3, 2, 4, 5, 6],
   121058110285022966689701916848012130324),
  ('Rob Ainsley',
   'event.php?view=Team&eventid=6400&teamid=144350&profileid=0&eventid=6400&teamid=144345&profileid=15779#1',
   False,
   ['0', '0', '0', '1', '0', '0', '0', 'X'],
   '1',
   2,
   'Draw: 2',
   [False, True, True, True, False, True, True, True],
   [0, -2, -2, -3, -2, -4, -5, -6],
   121058110285022966689701916848012130324)],
 [('Matthew Hall',
   'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435#1',
   True,
   ['0', '0', '2', '1', '2', '1', '0', '2', 'X'],
   '8',
   3,
   'Draw: 3',
   [True, True, True, False, False, False, False, True, False],
   [0, 0, -1, 1, 2, 4, 5, 3, 5],
   167908611678356344738885531672086035216),
  ('Tyler Stewart',
   'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477#1',
   False,
   ['0', '1', '0', '0', '0', '0', '2', '0', 'X'],
   '3',
   3,
   'Draw: 3',
   [False, False, False, True, True, True, True, False, True],
   [0, 0, 1, -1, -2, -4, -5, -3, -5],
   167908611678356344738885531672086035216),
  ('Mark Kean',
   'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144348&profileid=25961#1',
   True,
   ['0', '5', '0', '1', '1', '1', 'X'],
   '8',
   3,
   'Draw: 3',
   [True, True, False, True, False, False, False],
   [0, -1, 4, 3, 4, 5, 6],
   157383102330203138325358878297425755857),
  ('Richard Krell',
   'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144349&profileid=25962#1',
   False,
   ['1', '0', '1', '0', '0', '0', 'X'],
   '2',
   3,
   'Draw: 3',
   [False, False, True, False, True, True, True],
   [0, 1, -4, -3, -4, -5, -6],
   157383102330203138325358878297425755857),
  ('Damien Villard',
   'event.php?view=Team&eventid=6400&teamid=144349&profileid=25962&eventid=6400&teamid=144354&profileid=27373#1',
   True,
   ['2', '1', '0', '1', '0', '0', '1', '0', '0', '0'],
   '5',
   3,
   'Draw: 3',
   [True, False, False, True, False, True, True, False, True, True],
   [0, 2, 3, 2, 3, 1, 1, 2, 1, 0],
   197764335276159882538274022024920645468),
  ('Sam Steep',
   'event.php?view=Team&eventid=6400&teamid=144349&profileid=25962&eventid=6400&teamid=144351&profileid=25978#1',
   False,
   ['0', '0', '1', '0', '2', '0', '0', '1', '1', '1'],
   '6',
   3,
   'Draw: 3',
   [False, True, True, False, True, False, False, True, False, False],
   [0, -2, -3, -2, -3, -1, -1, -2, -1, 0],
   197764335276159882538274022024920645468),
  ('Jason March',
   'event.php?view=Team&eventid=6400&teamid=144351&profileid=25978&eventid=6400&teamid=144350#1',
   True,
   ['1', '1', '0', '0', '0', '0', '2', '1', '2', 'X'],
   '7',
   3,
   'Draw: 3',
   [True, False, False, True, True, True, True, False, False, False],
   [0, 1, 2, 1, 0, 0, 0, 2, 3, 5],
   19248089004956668591585521441771100702),
  ('Matthew Mepstead',
   'event.php?view=Team&eventid=6400&teamid=144351&profileid=25978&eventid=6400&teamid=144356#1',
   False,
   ['0', '0', '1', '1', '0', '0', '0', '0', '0', 'X'],
   '2',
   3,
   'Draw: 3',
   [False, True, True, False, False, False, False, True, True, True],
   [0, -1, -2, -1, 0, 0, 0, -2, -3, -5],
   19248089004956668591585521441771100702),
  ('Wayne Tuck Jr.',
   'event.php?view=Team&eventid=6400&teamid=144356&profileid=0&eventid=6400&teamid=144353&profileid=12486#1',
   False,
   ['0', '0', '0', '2', '0', '0', '0', '0', 'X'],
   '2',
   3,
   'Draw: 3',
   [False, True, True, True, False, True, True, True, True],
   [0, -2, -3, -3, -1, -2, -4, -5, -6],
   152642289275163622503053683522534226102),
  ('Rob Ainsley',
   'event.php?view=Team&eventid=6400&teamid=144356&profileid=0&eventid=6400&teamid=144345&profileid=15779#1',
   True,
   ['2', '1', '0', '0', '1', '2', '1', '1', 'X'],
   '8',
   3,
   'Draw: 3',
   [True, False, False, False, True, False, False, False, False],
   [0, 2, 3, 3, 1, 2, 4, 5, 6],
   152642289275163622503053683522534226102)],
 [('Matthew Hall',
   'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435#1',
   True,
   ['1', '0', '1', '0', '1', '0', '2', '0', '1', '0'],
   '6',
   4,
   'Draw: 4',
   [True, False, True, False, True, False, True, False, True, False],
   [0, 1, -1, 0, -2, -1, -2, 0, -1, 0],
   128520251865367755000080630810739466709),
  ('Mark Kean',
   'event.php?view=Team&eventid=6400&teamid=144348&profileid=25961#1',
   False,
   ['0', '2', '0', '2', '0', '1', '0', '1', '0', '1'],
   '7',
   4,
   'Draw: 4',
   [False, True, False, True, False, True, False, True, False, True],
   [0, -1, 1, 0, 2, 1, 2, 0, 1, 0],
   128520251865367755000080630810739466709),
  ('Sam Steep',
   'event.php?view=Team&eventid=6400&teamid=144348&profileid=25961&eventid=6400&teamid=144351&profileid=25978#1',
   False,
   ['1', '0', '0', '2', '0', '1', '1', '0', '1', '1'],
   '7',
   4,
   'Draw: 4',
   [False, False, True, True, False, True, False, False, True, False],
   [0, 1, 0, -2, 0, -2, -1, 0, -1, 0],
   164045326452654642850026023480637847801),
  ('Jason March',
   'event.php?view=Team&eventid=6400&teamid=144348&profileid=25961&eventid=6400&teamid=144350#1',
   True,
   ['0', '1', '2', '0', '2', '0', '0', '1', '0', '0'],
   '6',
   4,
   'Draw: 4',
   [True, True, False, False, True, False, True, True, False, True],
   [0, -1, 0, 2, 0, 2, 1, 0, 1, 0],
   164045326452654642850026023480637847801),
  ('Dayna Deruelle',
   'event.php?view=Team&eventid=6400&teamid=144350&profileid=0&eventid=6400&teamid=144346&profileid=26636#1',
   False,
   ['0', '2', '1', '1', '1', '0', '3', 'X'],
   '8',
   4,
   'Draw: 4',
   [False, True, False, False, False, False, True, False],
   [0, -1, 1, 2, 3, 4, 3, 6],
   76792983814886196713410396043046633915),
  ('Rob Ainsley',
   'event.php?view=Team&eventid=6400&teamid=144350&profileid=0&eventid=6400&teamid=144345&profileid=15779#1',
   True,
   ['1', '0', '0', '0', '0', '1', '0', 'X'],
   '2',
   4,
   'Draw: 4',
   [True, False, True, True, True, True, False, True],
   [0, 1, -1, -2, -3, -4, -3, -6],
   76792983814886196713410396043046633915)],
 [('Sam Steep',
   'event.php?view=Team&eventid=6400&teamid=144351&profileid=25978#1',
   False,
   ['0', '1', '0', '0', '0', '2', '0', '2', '0', '0'],
   '5',
   5,
   'Draw: 5',
   [False, False, False, True, True, True, False, True, False, False],
   [0, 0, 1, 0, -1, -3, -1, -3, -1, -1],
   38480930669174444566426826324563146081),
  ('Richard Krell',
   'event.php?view=Team&eventid=6400&teamid=144349&profileid=25962#1',
   True,
   ['0', '0', '1', '1', '2', '0', '2', '0', '0', '1'],
   '7',
   5,
   'Draw: 5',
   [True, True, True, False, False, False, True, False, True, True],
   [0, 0, -1, 0, 1, 3, 1, 3, 1, 1],
   38480930669174444566426826324563146081),
  ('Dayna Deruelle',
   'event.php?view=Team&eventid=6400&teamid=144349&profileid=25962&eventid=6400&teamid=144346&profileid=26636#1',
   False,
   ['0', '0', '1', '0', '0', '0', '1', '0', '3', '1', '0'],
   '6',
   5,
   'Draw: 5',
   [False, True, True, False, True, True, True, False, True, False, False],
   [0, -1, -1, 0, -1, -1, -3, -2, -4, -1, 0],
   153896726080791122415283970396986089830),
  ('Tyler Stewart',
   'event.php?view=Team&eventid=6400&teamid=144349&profileid=25962&eventid=6400&teamid=144352&profileid=12477#1',
   True,
   ['1', '0', '0', '1', '0', '2', '0', '2', '0', '0', '1'],
   '7',
   5,
   'Draw: 5',
   [True, False, False, True, False, False, False, True, False, True, True],
   [0, 1, 1, 0, 1, 1, 3, 2, 4, 1, 0],
   153896726080791122415283970396986089830)],
 [('Richard Krell',
   'event.php?view=Team&eventid=6400&teamid=144349&profileid=25962#1',
   False,
   ['0', '0', '1', '1', '0', '0', '1', '0', 'X'],
   '3',
   6,
   'Draw: 6',
   [False, False, True, False, False, True, True, False, True],
   [0, 0, -2, -1, 0, -2, -5, -4, -5],
   209637313717849892067917714730669554285),
  ('Tyler Stewart',
   'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477#1',
   True,
   ['0', '2', '0', '0', '2', '3', '0', '1', 'X'],
   '8',
   6,
   'Draw: 6',
   [True, True, False, True, True, False, False, True, False],
   [0, 0, 2, 1, 0, 2, 5, 4, 5],
   209637313717849892067917714730669554285)],
 [('Tyler Stewart',
   'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477#1',
   False,
   ['0', '0', '1', '1', '0', '3', '0', '0', '1', '0'],
   '6',
   7,
   'Draw: 7',
   [False, False, True, False, False, True, False, False, True, False],
   [0, 0, -1, 0, 1, -2, 1, 1, 0, 1],
   274892128276167031788079435153352244862),
  ('Matthew Hall',
   'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435#1',
   True,
   ['0', '1', '0', '0', '3', '0', '0', '1', '0', '2'],
   '7',
   7,
   'Draw: 7',
   [True, True, False, True, True, False, True, True, False, True],
   [0, 0, 1, 0, -1, 2, -1, -1, 0, -1],
   274892128276167031788079435153352244862)]]

event.get_flat_boxscores()[0]

[('Damien Villard',
  'event.php?view=Team&eventid=6400&teamid=144354&profileid=27373#1',
  True,
  ['0', '0', '0', '0', 'X'],
  '0',
  1,
  'Draw: 1',
  [True, True, True, True, True],
  [0, -1, -4, -6, -8],
  227597408989477916004520082463493572762),
 ('Matthew Hall',
  'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435#1',
  False,
  ['1', '3', '2', '2', 'X'],
  '8',
  1,
  'Draw: 1',
  [False, False, False, False, False],
  [0, 1, 4, 6, 8],
  227597408989477916004520082463493572762),
 ('Matthew Mepstead',
  'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435&eventid=6400&teamid=144356#1',
  False,
  ['0', '0', '1', '1', '0', '1', '0', '0', '0', '1', '0'],
  '4',
  1,
  'Draw: 1',
  [False, False, True, False, False, True, False, False, False, True, False],
  [0, 0, -2, -1, 0, -1, 0, 0, 0, -1, 0],
  230481195381514558834165699232540581342),
 ('Tyler Stewart',
  'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435&eventid=6400&teamid=144352&profileid=12477#1',
  True,
  ['0', '2', '0', '0', '1', '0', '0', '0', '1', '0', '1'],
  '5',
  1,
  'Draw: 1',
  [True, True, False, True, True, False, True, True, True, False, True],
  [0, 0, 2, 1, 0, 1, 0, 0, 0, 1, 0],
  230481195381514558834165699232540581342),
 ('Jason March',
  'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144350#1',
  False,
  ['0', '2', '0', '1', '0', '2', '2', '0', '2', 'X'],
  '9',
  1,
  'Draw: 1',
  [False, False, False, False, False, True, False, False, True, False],
  [0, 0, 2, 2, 3, 2, 4, 6, 3, 5],
  123876478142928441769100783560984935273),
 ('Sam Steep',
  'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477&eventid=6400&teamid=144351&profileid=25978#1',
  True,
  ['0', '0', '0', '0', '1', '0', '0', '3', '0', 'X'],
  '4',
  1,
  'Draw: 1',
  [True, True, True, True, True, False, True, True, False, True],
  [0, 0, -2, -2, -3, -2, -4, -6, -3, -5],
  123876478142928441769100783560984935273)]

event.get_flat_boxscores()[-1]

[('Tyler Stewart',
  'event.php?view=Team&eventid=6400&teamid=144352&profileid=12477#1',
  False,
  ['0', '0', '1', '1', '0', '3', '0', '0', '1', '0'],
  '6',
  7,
  'Draw: 7',
  [False, False, True, False, False, True, False, False, True, False],
  [0, 0, -1, 0, 1, -2, 1, 1, 0, 1],
  274892128276167031788079435153352244862),
 ('Matthew Hall',
  'event.php?view=Team&eventid=6400&teamid=144347&profileid=12435#1',
  True,
  ['0', '1', '0', '0', '3', '0', '0', '1', '0', '2'],
  '7',
  7,
  'Draw: 7',
  [True, True, False, True, True, False, True, True, False, True],
  [0, 0, 1, 0, -1, 2, -1, -1, 0, -1],
  274892128276167031788079435153352244862)]

About czapi

czapi is a Python library for scraping curling linescores.