├── .gitignore ├── english-premier-league-2011-2012 ├── Suppliers.csv ├── Competitions.csv ├── Positions.csv ├── Clubs.csv ├── Referees.csv ├── Managers.csv ├── Venues.csv └── Penalties.csv ├── jleague-effective-time ├── requirements.txt ├── README.md ├── JLeague1_2014_Time.csv ├── JLeague1_2013_Time.csv └── JLeague1_2015_Time.csv ├── ncaa-tournament-allocation ├── NCAA_BBallCoefficients.ods ├── NCAA_BBallCoefficients_Excel.xls └── README.md ├── argentina-primera-201617-centrality ├── arg201617_centrality.xlsx └── README.md ├── LICENSE ├── england-top-flight-champions ├── README.md └── England_ChampionPoints.csv ├── wc-2014-referee-analysis ├── README.md ├── wc_2014_mean_time_between_stoppages.csv └── wc_2014_mean_time_between_fouls.csv ├── argentina-primera-201718-managers ├── README.md └── arg201718_managers.csv ├── argentina-primera-201617-managers ├── README.md └── arg201617_managers.csv ├── football-match-weather-conditions ├── README.md ├── italian-serie-a-2016-17.csv ├── spanish-primera-2016-17.csv ├── english-premier-league-2016-17.csv ├── german-bundesliga-2016-17.csv ├── french-ligue1-2016-17.csv └── argentine-primera-2016-17.csv ├── argentina-primera-201718-referees ├── README.md └── arg201718_referees.csv ├── wc-2014-effective-time ├── README.md └── effective_time_with_adjustments.csv ├── mls-front-office-efficiency ├── README.md └── mls_std_win_cost.csv ├── argentina-primera-201617-headed-shots ├── README.md └── headed_shot_times.csv ├── argentina-primera-201617-referees └── README.md └── README.md /.gitignore: -------------------------------------------------------------------------------- 1 | .idea/ 2 | *.~lock* 3 | *.*~ 4 | -------------------------------------------------------------------------------- /english-premier-league-2011-2012/Suppliers.csv: -------------------------------------------------------------------------------- 1 | Name 2 | Opta Sports -------------------------------------------------------------------------------- /jleague-effective-time/requirements.txt: -------------------------------------------------------------------------------- 1 | numpy 2 | pandas 3 | matplotlib 4 | pymc -------------------------------------------------------------------------------- /english-premier-league-2011-2012/Competitions.csv: -------------------------------------------------------------------------------- 1 | ID,Name,Level,Country 2 | 9,English Premier League,1,England 3 | -------------------------------------------------------------------------------- /english-premier-league-2011-2012/Positions.csv: -------------------------------------------------------------------------------- 1 | ID,Position 2 | 1,Goalkeeper 3 | 2,Defender 4 | 4,Midfielder 5 | 6,Striker -------------------------------------------------------------------------------- /ncaa-tournament-allocation/NCAA_BBallCoefficients.ods: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/soccermetrics/project-data/HEAD/ncaa-tournament-allocation/NCAA_BBallCoefficients.ods -------------------------------------------------------------------------------- /ncaa-tournament-allocation/NCAA_BBallCoefficients_Excel.xls: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/soccermetrics/project-data/HEAD/ncaa-tournament-allocation/NCAA_BBallCoefficients_Excel.xls -------------------------------------------------------------------------------- /argentina-primera-201617-centrality/arg201617_centrality.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/soccermetrics/project-data/HEAD/argentina-primera-201617-centrality/arg201617_centrality.xlsx -------------------------------------------------------------------------------- /english-premier-league-2011-2012/Clubs.csv: -------------------------------------------------------------------------------- 1 | ID,Name,Country 2 | 3,Arsenal,England 3 | 7,Aston Villa,England 4 | 5,Blackburn Rovers,England 5 | 30,Bolton Wanderers,England 6 | 8,Chelsea,England 7 | 11,Everton,England 8 | 54,Fulham,England 9 | 14,Liverpool,England 10 | 43,Manchester City,England 11 | 1,Manchester United,England 12 | 4,Newcastle United,England 13 | 45,Norwich City,England 14 | 52,Queens Park Rangers,England 15 | 110,Stoke City,England 16 | 56,Sunderland,England 17 | 80,Swansea City,Wales 18 | 6,Tottenham Hotspur,England 19 | 35,West Bromwich Albion,England 20 | 111,Wigan Athletic,England 21 | 39,Wolverhampton Wanderers,England -------------------------------------------------------------------------------- /ncaa-tournament-allocation/README.md: -------------------------------------------------------------------------------- 1 | NCAA basketball tournament allocation 2 | ===================================== 3 | 4 | A scoring system used to rank performance of basketball conferences in the NCAA men's basketball tournament, and allocate at-large places from tournament performance in the previous five seasons. Submitted for a March Madness analytics competition sponsored by StatGeek (advanced to the second round). 5 | 6 | This data was used in [A proposal for allocation of at-large slots to the NCAA basketball tournament](http://www.soccermetrics.net/clubleague-coefficients/allocation-proposal-at-large-slots-to-ncaa-basketball-tournament). 7 | 8 | Source: StatGeek -------------------------------------------------------------------------------- /argentina-primera-201617-centrality/README.md: -------------------------------------------------------------------------------- 1 | Player Centrality in Primera División Argentina 2016-17 2 | ======================================================= 3 | 4 | This folder contains network centrality metrics for players in the 2016-17 Argentine Primera División. 5 | 6 | The summary data is in `arg201617_centrality.xlsx` and contains the following fields: 7 | 8 | Header | Definition 9 | -------|------------ 10 | Player | Player's name 11 | Position | Generic field position in lineup 12 | Mean | Mean network centrality over all matches played in position 13 | Std | Standard deviation of network centrality 14 | GP | Total matches played in position 15 | 16 | This data was used in the following article: 17 | 18 | * [Which players have been most influential in Argentina's Primera División 2016-17?](http://www.soccermetrics.net/?p=3822) 19 | 20 | Source: DataFactory LatAm 21 | 22 | -------------------------------------------------------------------------------- /english-premier-league-2011-2012/Referees.csv: -------------------------------------------------------------------------------- 1 | Country,First Name,Middle Name,Last Name,Second Last Name,Nickname,DOB,Name Order 2 | England,Martin,,Atkinson,,,1971-03-31, 3 | England,Stuart,Steven,Attwell,,,1982-10-06, 4 | England,Mark,,Clattenburg,,,1975-03-13, 5 | England,Michael,,Dean,,,1968-06-02, 6 | England,Philip,,Dowd,,,1963-01-26, 7 | England,Christopher,J,Foy,,,1962-11-20, 8 | England,Kevin,,Friend,,,1971-07-08, 9 | England,Mark,R,Halsey,,,1968-04-18, 10 | England,Michael,J,Jones,,,1961-07-08, 11 | England,Andre,,Marriner,,,1971-01-01, 12 | England,Lee,Stephen,Mason,,,1971-10-29, 13 | England,Jonathan,,Moss,,,1970-10-18, 14 | England,Michael,,Oliver,,,1985-02-20, 15 | England,Lee,William,Probert,,,1972-08-13, 16 | England,Neil,,Swarbrick,,,1970-07-27, 17 | England,Anthony,,Taylor,,,1978-10-20, 18 | England,Peter,,Walton,,,1959-10-10, 19 | England,Howard,Melton,Webb,,,1971-07-14, 20 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Copyright (c) 2015 Soccermetrics Research, LLC. 2 | 3 | Permission is hereby granted, free of charge, to any person 4 | obtaining a copy of this software and associated documentation 5 | files (the "Software"), to deal in the Software without 6 | restriction, including without limitation the rights to use, 7 | copy, modify, merge, publish, distribute, sublicense, and/or sell 8 | copies of the Software, and to permit persons to whom the 9 | Software is furnished to do so, subject to the following 10 | conditions: 11 | 12 | The above copyright notice and this permission notice shall be 13 | included in all copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, 16 | EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES 17 | OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND 18 | NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT 19 | HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, 20 | WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING 21 | FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR 22 | OTHER DEALINGS IN THE SOFTWARE. 23 | -------------------------------------------------------------------------------- /england-top-flight-champions/README.md: -------------------------------------------------------------------------------- 1 | English Top Flight Champions 2 | ============================ 3 | 4 | This folder contains league point data for every champion club in the top-flight football leagues in England. These leagues include the 5 | Football League First Division (1888-1992) and the Premier League (1992-2017). 6 | 7 | From the founding of the Football League until the end of the 1980-81 season, a win was awarded two (2) points and a draw one (1) point. From 8 | the 1981-82 season onward, a win was awarded three (3) points. (FIFA adopted the 3-1-0 system in 1995.) 9 | 10 | The dataset is in the `England_ChampionPoints.csv` filename and contains the following fields: 11 | 12 | Field | Description | Type 13 | ------|-------------|------ 14 | Year | Season years | String 15 | Champions | Name of champion club | String 16 | Points | Total league points | Integer 17 | GP | Games played | Integer 18 | Points/Win | Points awarded per win | Integer 19 | Pts Pct | Percentage of available league points won | Float 20 | 21 | This data was used in the following article: 22 | 23 | * [How do Leicester City compare to previous English football champions?](http://www.soccermetrics.net/league-competitions/how-do-leicester-city-compare-to-previous-english-football-champions) 24 | 25 | Sources: Wikipedia, RSSSF -------------------------------------------------------------------------------- /wc-2014-referee-analysis/README.md: -------------------------------------------------------------------------------- 1 | 2014 FIFA World Cup Referee Analysis 2 | ==================================== 3 | 4 | This folder contains mean time between fouls and stoppages for all 2014 FIFA World Cup matches. The concept of both 5 | metrics is presented in [this Soccermetrics blog post](http://www.soccermetrics.net/team-performance/introducing-mean-time-between-fouls-and-stoppages). 6 | 7 | The data has been used in the following articles: 8 | 9 | * [A first look at MTBF for the 2014 World Cup](http://www.soccermetrics.net/team-performance/a-first-look-at-mtbf-for-the-2014-world-cup) 10 | * [Looking at MTBS for the 2014 World Cup](http://www.soccermetrics.net/team-performance/looking-at-mtbs-for-the-2014-world-cup) 11 | 12 | Header | Definition 13 | -------|----------- 14 | home_team | Name of designated home team 15 | away_team | Name of designated away team 16 | referee | Name of match referee 17 | period | Match period number (1=1st half, 2=2nd half, 3=1st extra time, 4=2nd extra time) 18 | fouls | Number of fouls (Only in MTBF file) 19 | stops | Number of stoppages (Only in MTBS file) 20 | MTBF | Mean time between fouls, in seconds (Only in MTBF file) 21 | MTBS | Mean time between stoppages, in seconds (Only in MTBS file) 22 | 23 | Sources: 24 | 25 | * Press Association Football MatchStory 26 | * Soccermetrics Connect API -------------------------------------------------------------------------------- /argentina-primera-201718-managers/README.md: -------------------------------------------------------------------------------- 1 | Manager Performance in Superliga Argentina 2017-18 2 | ================================================== 3 | 4 | This folder contains data that summarizes manager performance in the 2017-18 Argentine Superliga. 5 | 6 | The summary data is in `arg201718_managers.csv` and has the following fields: 7 | 8 | ------------------ 9 | 10 | Esta carpeta contiene los datos que resume el rendimiento de los directores técnico de la Superliga Argentina, temporada 2017/18. 11 | 12 | El archivo se llama `arg201718_managers.csv` y es un archivo CSV que lleva los campos siguientes: 13 | 14 | Header | Definition 15 | -------|------------ 16 | Manager | Manager name / Nombre del DT 17 | Club | Club managed by Manager / Club dirigido por DT 18 | GP | Number of Matches in which Manager was involved with Club / Partidos dirigidos por DT en el Club 19 | W | Matches won / Partidos ganados 20 | D | Matches drawn / Partidos empatados 21 | L | Matches lost / Partidos perdidos 22 | GF | Goals scored / Goles marcados 23 | GA | Goals allowed / Goles recibidos 24 | GD | Goal differential / Diferencia de gol 25 | Pts | League Points / Puntos de liga 26 | PPG | Points per Game / Promedio de puntos 27 | xGF | Expected Goals created / Expectativa de gol marcado 28 | xGA | Expected Goals allowed / Expectativa de gol recibido 29 | xGD | Expected Goal differential / Diferencia de expectativa de gol 30 | 31 | Source: DataFactory LatAm 32 | -------------------------------------------------------------------------------- /argentina-primera-201617-managers/README.md: -------------------------------------------------------------------------------- 1 | Manager Performance in Primera División Argentina 2016-17 2 | ========================================================= 3 | 4 | This folder contains data that summarizes manager performance in the 2016-17 Argentine Primera División. 5 | 6 | The summary data is in `arg201617_managers.csv` and has the following fields: 7 | 8 | ------------------ 9 | 10 | Esta carpeta contiene los datos que resume el rendimiento de los directores técnico de la Primera División Argentina, temporada 2016/17. 11 | 12 | El archivo se llama `arg201617_managers.csv` y es un archivo CSV que lleva los campos siguientes: 13 | 14 | Header | Definition 15 | -------|------------ 16 | Manager | Manager name / Nombre del DT 17 | Club | Club managed by Manager / Club dirigido por DT 18 | GP | Number of Matches in which Manager was involved with Club / Partidos dirigidos por DT en el Club 19 | W | Matches won / Partidos ganados 20 | D | Matches drawn / Partidos empatados 21 | L | Matches lost / Partidos perdidos 22 | GF | Goals scored / Goles marcados 23 | GA | Goals allowed / Goles recibidos 24 | GD | Goal differential / Diferencia de gol 25 | Pts | League Points / Puntos de liga 26 | PPG | Points per Game / Promedio de puntos 27 | xGF | Expected Goals created / Expectativa de gol marcado 28 | xGA | Expected Goals allowed / Expectativa de gol recibido 29 | xGD | Expected Goal differential / Diferencia de expectativa de gol 30 | 31 | Source: DataFactory LatAm 32 | -------------------------------------------------------------------------------- /football-match-weather-conditions/README.md: -------------------------------------------------------------------------------- 1 | Football Match Weather Data 2 | =========================== 3 | 4 | This folder will contain data of weather conditions at football matches. The objective is to create a database to support studies on the effect of environmental conditions on football. 5 | 6 | The initial collection of competitions are listed below: 7 | 8 | | Competition | Season | Filename | 9 | |:---------------------------|:--------|:--------------------------------| 10 | | Argentina Primera División | 2016-17 | `argentine-primera-2016-17.csv` | 11 | | English Premier League | 2016-17 | `english-premier-league-2016-17.csv` | 12 | | French Ligue 1 | 2016-17 | `french-ligue-1-2016-17.csv` | 13 | | German 1.Bundesliga | 2016-17 | `german-bundesliga-2016-17.csv` | 14 | | Italian Serie A | 2016-17 | `italian-serie-a-2016-17.csv` | 15 | | Spanish Primera División | 2016-17 | `spanish-primera-2016-17.csv` | 16 | | Major League Soccer | 2016 | `major-league-soccer-2016.csv` | 17 | 18 | These datasets contain the following fields: 19 | 20 | | Field | Description | Type | 21 | |:-----------------|:-------------------------------|:-------| 22 | | Matchday | Matchday of league competition | Number | 23 | | Home Team | Name of home team | String | 24 | | Away Team | Name of away team | String | 25 | | Kickoff Temp | Temperature at kickoff (deg Celsius) | Float (XX.X) | 26 | | Kickoff Humidity | Relative humidity at kickoff (percent) | Integer | 27 | 28 | 29 | Sources: Wikipedia, official league websites 30 | -------------------------------------------------------------------------------- /english-premier-league-2011-2012/Managers.csv: -------------------------------------------------------------------------------- 1 | Country,First Name,Middle Name,Last Name,Second Last Name,Nickname,DOB,Name Order 2 | England,Stephen,Roger,Bruce,,Steve Bruce,1960-12-31,Western 3 | England,Terence,Fitzroy,Connor,,Terry Connor,1962-11-09,Western 4 | Scotland,Owen,Columba,Coyle,,,1966-08-14,Western 5 | Scotland,Kenneth,Mathieson,Dalglish,,Kenny Dalglish,1951-03-04,Western 6 | Italy,Roberto,,Di Matteo,,,1970-05-29,Western 7 | Scotland,Alexander,Chapman,Ferguson,,Alex Ferguson,1941-12-31,Western 8 | England,Roy,,Hodgson,,,1947-08-09,Western 9 | England,Ian,Scott,Holloway,,,1963-03-12,Western 10 | France,Gérard,,Houllier,,,1947-09-03,Western 11 | Wales,Leslie,Mark,Hughes,,Mark Hughes,1963-11-01,Western 12 | Netherlands,Maarten,Cornelis,Jol,,Martin Jol,1956-01-16,Western 13 | Scotland,Stephen,,Kean,,Steve Kean,1967-09-30,Western 14 | England,Kevin,Ian,Keen,,,1967-02-25,Western 15 | Scotland,Paul,,Lambert,,,1969-08-07,Western 16 | Italy,Roberto,,Mancini,,,1964-11-27,Western 17 | Spain,Roberto,,Martínez,Montoliú,,1973-07-13,Western 18 | Republic of Ireland,Michael,Joseph,McCarthy,,Mick McCarthy,1959-02-07,Western 19 | Scotland,Alexander,,McLeish,,Alex McLeish,1959-01-21,Western 20 | Scotland,David,William,Moyes,,,1963-04-25,Western 21 | Northern Ireland,Martin,Hugh Michael,O'Neill,,,1952-03-01,Western 22 | England,Alan,Scott,Pardew,,,1961-07-18,Western 23 | Wales,Anthony,Richard,Pulis,,Tony Pulis,1958-01-16,Western 24 | England,Henry,James,Redknapp,,Harry Redknapp,1947-03-02,Western 25 | Northern Ireland,Brendan,,Rodgers,,,1973-01-26,Western 26 | Portugal,Luís,André,de Pina Cabral,Villas-Boas,André Villas-Boas,1977-10-17,Western 27 | England,Neil,,Warnock,,,1948-12-01,Western 28 | France,Arsène,,Wenger,,,1949-10-22,Western 29 | -------------------------------------------------------------------------------- /argentina-primera-201718-referees/README.md: -------------------------------------------------------------------------------- 1 | Referee Performance in Superliga Argentina 2017-18 2 | ================================================== 3 | 4 | This folder contains data that summarizes referee performance in the matches of the 2017-18 Argentine Superliga. 5 | 6 | The summary data is in `arg201718_referees.csv` and has the following fields: 7 | 8 | ------------------ 9 | 10 | Esta carpeta contiene los datos que resume el rendimiento de los árbitros de la Superliga Argentina, temporada 2017/18. 11 | 12 | El archivo se llama `arg201718_referees.csv` y es un archivo CSV que lleva los campos siguientes: 13 | 14 | Header | Definition 15 | -------|------------ 16 | Home Team | Self-explanatory // Equipo local 17 | Away Team | Self-explanatory // Equipo visitante 18 | Referee | Self-explanatory // Árbitro quien dirige el partido 19 | YC | Yellow cards shown // Tarjetas amarillas 20 | RC | Red cards shown // Tarjetas rojas (directa o segunda amarilla) 21 | Pen | Penalties given // Penales cobrados 22 | P1 | First half stoppage time // Descuento en la 1ra mitad 23 | P2 | Second half stoppage time // Descuento en la 2da mitad 24 | P1 MTBF | First half mean time between fouls // Tiempo promedio entre faltas en la 1ra mitad 25 | P2 MTBF | Second half mean time between fouls // Tiempo promedio entre faltas en la 2da mitad 26 | P1 MTBS | First half mean time between stoppages // Tiempo promedio entre interrupciones en la 1ra mitad 27 | P2 MTBS | Second half mean time between stoppages // Tiempo promedio entre interrrupciones en la 2da mitad 28 | EPT Lower | Lower range of adjusted effective playing time // Gama baja del tiempo efectivo ajustado de juego 29 | EPT Nominal | Nominal adjusted effective playing time // Valor nominal del tiempo efectivo ajustado de juego 30 | EPT Upper | Upper range of adjusted effective playing time // Gama alta del tiempo efectivo ajustado de juego 31 | 32 | All time data is expressed in seconds // Se expresan todos los datos de tiempo en segundos. 33 | 34 | Source: DataFactory LatAm 35 | 36 | -------------------------------------------------------------------------------- /wc-2014-effective-time/README.md: -------------------------------------------------------------------------------- 1 | 2014 FIFA World Cup Effective Playing Time 2 | ========================================== 3 | 4 | This folder contains effective playing time data from the 2014 FIFA World Cup which was made available from the 5 | Soccermetrics Connect API during the competition. Calculating the correct playing time was a challenge because the 6 | data supplier did not record ball-out events, so the effective time has to be estimated instead of calculated. A 7 | regression model was created to estimate time lost due to the ball leaving the field and adjust the nominal effective 8 | time; it is described in [this blog post](http://www.soccermetrics.net/soccermetrics-api/estimating-time-lost-due-to-ball-out-of-play). 9 | 10 | This data has been used in the following articles: 11 | 12 | * [Effective playing time at the 2014 FIFA World Cup](http://www.soccermetrics.net/soccermetrics-api/effective-playing-time-2014-fifa-world-cup) 13 | * [Want 90 minutes of action? Play 120](http://www.soccermetrics.net/team-performance/effective-time-2014-fifa-world-cup-matches-extra-time) 14 | 15 | Header | Definition 16 | -------|----------- 17 | home_team_name | Name of designated home team 18 | away_team_name | Name of designated away team 19 | calc_eff_time | Nominal amount of effective time, in seconds, calculated from Soccermetrics' state transition model 20 | ball_out_events | Number of times ball has gone out of play (throw-ins, corners, goal kicks) 21 | calc_time_lost | Nominal amount of time lost, in seconds, from ball-out events, fouls, subs, goals, other stoppages 22 | pred_time_lost_mean | Mean predicted time lost due to ball-out events, in seconds 23 | pred_time_lost_upper | Upper predicted time lost due to ball-out events, in seconds 24 | pred_time_lost_lower | Lower predicted time lost due to ball-out events, in seconds 25 | 26 | Eight rows have repeated home and away team pairs; these correspond to the eight World Cup matches that went to extra 27 | time. The smaller of the calculated effective time corresponds to the extra time period. 28 | 29 | Sources: 30 | 31 | * Press Association Football MatchStory 32 | * Soccermetrics Connect API -------------------------------------------------------------------------------- /mls-front-office-efficiency/README.md: -------------------------------------------------------------------------------- 1 | MLS Front Office Efficiency 2 | =========================== 3 | 4 | Standardized front-office efficiency (aka standard win cost) and payroll costs per point of Major League Soccer teams in the Designated Player era, 2007-2017 seasons. 5 | 6 | This data has been used in the following articles: 7 | 8 | * [MLS Front-Office Efficiency: 2017 edition](http://www.soccermetrics.net/football-business-analytics/front-office-efficiency-football-business-analytics/mls-front-office-efficiency-2017-edition) 9 | * [MLS Front-Office Efficiency: 2016 edition](http://www.soccermetrics.net/football-business-analytics/front-office-efficiency-football-business-analytics/mls-front-office-efficiency-2016-edition) 10 | * [MLS Front-Office Efficiency: 2015 edition](http://www.soccermetrics.net/football-business-analytics/front-office-efficiency-football-business-analytics/mls-front-office-efficiency-2015-edition) 11 | * [MLS Front-Office Efficiency in the Designated Player era](http://www.soccermetrics.net/football-business-analytics/front-office-efficiency-football-business-analytics/mls-front-office-efficiency-in-the-designated-player-era) 12 | * [Visualizing MLS Front-Office Efficiency in the DP Era](http://www.soccermetrics.net/football-business-analytics/front-office-efficiency-football-business-analytics/d3-and-foe-data) 13 | 14 | Header | Definition 15 | -------|----------- 16 | `Year` | Year of MLS regular season 17 | `Team` | Name of MLS team 18 | `Payroll` | Available payroll of MLS team 19 | `Points` | Total league points won 20 | `PPG` | Points per game ratio 21 | `Utilization` | Team utilization factor 22 | `Cost_ppg` | Payroll cost per points per game 23 | `Cost_ppt` | Payroll cost per league point 24 | `Std_cost` | Standardized win cost 25 | 26 | The front-office efficiency metric and the terms in the header file are explained in the post [MLS Front-Office Efficiency: Making It Better](http://www.soccermetrics.net/football-business-analytics/front-office-efficiency-football-business-analytics/mls-front-office-efficiency-formulation-version-4). 27 | 28 | Sources: 29 | 30 | * MLS Players Union Salary Data 31 | * Major League Soccer 32 | * ENB Sports Soccer Player Database 33 | -------------------------------------------------------------------------------- /argentina-primera-201617-headed-shots/README.md: -------------------------------------------------------------------------------- 1 | Headed Shots / Tiros de Cabeza in/en Primera División Argentina 2016-17 2 | ======================================================================= 3 | 4 | In late summer of 2016 Soccermetrics started to write more analytical content on South American football using detailed match data from [DataFactory](http://www.datafactory.la). This folder contains a data file that records all shots made with the head in Primera División Argentina matches for the 2016-17 season. The data file is the result of a project whose goal is to fill in the gap in DataFactory's data coverage, which records all headed goals but not all headed shots that did not result in a goal. Such data would enable better-quality analytical models to be trained, such as expected goal models. 5 | 6 | Contributions from analysts and football fans is strongly encouraged. All you have to do is record the match time at which a headed shot occurred. You don't have to worry about who made the shot; I have that information already through DataFactory. 7 | 8 | ----------------- 9 | 10 | En la segunda mitad de 2016 Soccermetrics entró en un acuerdo con DataFactory para crear contenido analítico acerca del fútbol sudamericano con sus datos más detallistas. Cubren la mayoría de las incidencias en el partido, salvo por los tiros de cabeza que no resultan en goles (tiros desviados, atajados, bloqueados, estrellados con el poste, etc). En tanto presento este proyecto para anotar el tiempo de todos los tiros de cabeza. 11 | 12 | Buscamos contribuciones de la comunidad de aficionados y analistas de fútbol. Contribuir es muy fácil, sólo hay que anotar el tiempo de juego dónde hay un tiro de cabeza (que resulte en gol o no). Nada más -- podremos localizar el evento con el tiempo de juego. 13 | 14 | ----------------- 15 | 16 | The headed shot data is in a CSV file called `headed_shot_times.csv` and has the following fields: 17 | 18 | Header | Definition 19 | -------|------------ 20 | Matchday | Matchday number of competition / Fecha del torneo 21 | Home Team | Name of home team / Nombre del equipo local 22 | Visiting Team | Name of away team / Nombre del equipo visitante 23 | Head Shot Time | Time of headed shot (MM : SS) / Tiempo de tiro de cabeza (MM : SS) 24 | -------------------------------------------------------------------------------- /argentina-primera-201617-referees/README.md: -------------------------------------------------------------------------------- 1 | Referee Performance in Primera División Argentina 2016-17 2 | ========================================================= 3 | 4 | This folder contains data that summarizes referee performance in the matches of the 2016-17 Argentine Primera División. 5 | 6 | The summary data is in `arg201617_referees.csv` and has the following fields: 7 | 8 | ------------------ 9 | 10 | Esta carpeta contiene los datos que resume el rendimiento de los árbitros de la Primera División Argentina, temporada 2016/17. 11 | 12 | El archivo se llama `arg201617_referees.csv` y es un archivo CSV que lleva los campos siguientes: 13 | 14 | Header | Definition 15 | -------|------------ 16 | Home Team | Self-explanatory // Equipo local 17 | Away Team | Self-explanatory // Equipo visitante 18 | Referee | Self-explanatory // Árbitro quien dirige el partido 19 | YC | Yellow cards shown // Tarjetas amarillas 20 | RC | Red cards shown // Tarjetas rojas (directa o segunda amarilla) 21 | Pen | Penalties given // Penales cobrados 22 | P1 | First half stoppage time // Descuento en la 1ra mitad 23 | P2 | Second half stoppage time // Descuento en la 2da mitad 24 | P1 MTBF | First half mean time between fouls // Tiempo promedio entre faltas en la 1ra mitad 25 | P2 MTBF | Second half mean time between fouls // Tiempo promedio entre faltas en la 2da mitad 26 | P1 MTBS | First half mean time between stoppages // Tiempo promedio entre interrupciones en la 1ra mitad 27 | P2 MTBS | Second half mean time between stoppages // Tiempo promedio entre interrrupciones en la 2da mitad 28 | EPT Lower | Lower range of adjusted effective playing time // Gama baja del tiempo efectivo ajustado de juego 29 | EPT Nominal | Nominal adjusted effective playing time // Valor nominal del tiempo efectivo ajustado de juego 30 | EPT Upper | Upper range of adjusted effective playing time // Gama alta del tiempo efectivo ajustado de juego 31 | 32 | All time data is expressed in seconds // Se expresan todos los datos de tiempo en segundos. 33 | 34 | These data have been used in the following Soccermetrics articles // Se usan los datos en la preparación de las notas siguientes de Soccermetrics: 35 | 36 | * [Argentina Primera 2016-17: Referee Performance Summary](http://www.soccermetrics.net/referee-performance/referee-performance-argentina-primera-201617) 37 | * [Resumen del rendimiento arbitral en la Primera División Argentina 2016-17](http://www.soccermetrics.net/en-espanol/resumen-de-rendimiento-arbitral-en-la-primera-division-argentina-2016-17) 38 | * [Presentando: El tiempo promedio entre faltas e interrupciones](http://www.soccermetrics.net/referee-performance/presentando-el-tiempo-promedio-entre-faltas-e-interrupciones) 39 | 40 | Source: DataFactory LatAm 41 | 42 | -------------------------------------------------------------------------------- /english-premier-league-2011-2012/Venues.csv: -------------------------------------------------------------------------------- 1 | Venue Name,City,Region,Country,Timezone,Altitude,Latitude,Longitude,Config Date,Surface,Length,Width,Capacity,Seats 2 | Emirates Stadium,Holloway,Greater London,England,Europe/London,41,51.555000,-0.108611,2006-07-22,Desso GrassMaster,105,68,60361,60361 3 | Villa Park,Birmingham,West Midlands,England,Europe/London,138,52.509167,-1.884722,2001-11-11,Desso GrassMaster,105,68,42682,42682 4 | Ewood Park,Blackburn,Lancashire,England,Europe/London,91,53.728611,-2.489167,1994-08-01,Natural Grass,105,69,31367,31367 5 | Reebok Stadium,Bolton,Greater Manchester,England,Europe/London,115,53.580556,-2.535556,1997-09-01,Desso GrassMaster,105,68,28100,28100 6 | Stamford Bridge,Fulham,Greater London,England,Europe/London,12,51.481667,-0.191111,2001-08-01,Natural Grass,105,68,42449,42449 7 | Goodison Park,Liverpool,Merseyside,England,Europe/London,44,53.438875,-2.966354,1994-09-17,Natural Grass,100,68,40157,40157 8 | Craven Cottage,Fulham,Greater London,England,Europe/London,8,51.475000,-0.221667,2004-07-10,Desso GrassMaster,105,68,25700,25700 9 | Anfield,Liverpool,Merseyside,England,Europe/London,65,53.430819,-2.960828,1998-07-01,Desso GrassMaster,101,68,45276,45276 10 | Etihad Stadium,Manchester,Greater Manchester,England,Europe/London,60,53.483056,-2.200278,2003-08-10,Desso GrassMaster,105,68,47405,47405 11 | Old Trafford,Manchester,Greater Manchester,England,Europe/London,38,53.463056,-2.291389,2009-08-15,Natural Grass,105,68,75811,75811 12 | Sports Direct Arena,Newcastle upon Tyne,Northumberland,England,Europe/London,20,54.975556,-1.621667,2011-09-01,Natural Grass,105,68,52409,52409 13 | Carrow Road,Norwich,Norfolk,England,Europe/London,9,52.622128,1.308653,2010-08-01,Desso GrassMaster,105,68,27183,27183 14 | Loftus Road,Shepherd's Bush,Greater London,England,Europe/London,10,51.509167,-0.232222,1994-08-01,Desso GrassMaster,105,68,18439,18439 15 | Britannia Stadium,Stoke-on-Trent,Staffordshire,England,Europe/London,132,52.988333,-2.175556,2000-01-01,Natural Grass,100,64,27740,27740 16 | Stadium of Light,Sunderland,Tyne and Wear,England,Europe/London,30,54.914400,-1.388200,2005-07-10,Natural Grass,105,68,49000,49000 17 | White Hart Lane,Tottenham,Greater London,England,Europe/London,18,51.603333,-0.065833,1998-07-01,Desso GrassMaster,100,67,36230,36230 18 | The Hawthorns,West Bromwich,West Midlands,England,Europe/London,171,52.509167,-1.963889,2008-04-15,Desso GrassMaster,105,68,27877,27877 19 | DW Stadium,Wigan,Greater Manchester,England,Europe/London,25,53.547778,-2.653889,1999-08-07,Natural Grass,105,68,25133,25133 20 | Molineux Stadium,Wolverhampton,West Midlands,England,Europe/London,144,52.590278,-2.130278,2012-07-01,Natural Grass,100,64,27828,27828 21 | Liberty Stadium,Swansea,West Glamorgan,Wales,Europe/London,11,51.642200,-3.935100,2005-07-10,Desso GrassMaster,105,68,20520,20520 22 | -------------------------------------------------------------------------------- /jleague-effective-time/README.md: -------------------------------------------------------------------------------- 1 | J-League Effective Playing Time 2 | =============================== 3 | 4 | Since 2013, the J-League has implemented a league initiative called "Plus Quality", which seeks to understand and 5 | improve the quality of play and reduce the amount of dead time or negative play. With the help of their data supplier 6 | [Datastadium](https://www.datastadium.co.jp/en/index), the league calculates the amount of effective playing time in 7 | all league and cup matches and across all three divisions. 8 | 9 | The objective of this analysis is to determine the impact of clubs on the amount of effective playing time relative 10 | to the average match. In previous seasons, this analysis has been conducted with a classic regression model, but 11 | this season a Bayesian regression model is used. Bayesian inference models will allow us to infer not just a point 12 | estimate of club impact, but its uncertainty and thus likely interval of values as well. 13 | 14 | The effective time data is in CSV format with the following fields: 15 | 16 | Header | Definition 17 | -------|----------- 18 | `home_team` | Name of home team 19 | `away_team` | Name of away team 20 | `apt` | Actual (or effective) playing time, in seconds 21 | 22 | These data were used in the following articles: 23 | 24 | * [Effective time in the J-League](http://www.soccermetrics.net/match-quality-metrics/effective-time-in-the-j-league) 25 | * [Effective time in the J-League, part 2](http://www.soccermetrics.net/match-quality-metrics/effective-time-in-the-j-league-part-2) 26 | * [Effective time in the J-League 2013: Who's to blame?](http://www.soccermetrics.net/match-quality-metrics/effective-time-in-j-league-2013-whos-to-blame) 27 | * [Updating effective time analysis in J-League matches](http://www.soccermetrics.net/match-quality-metrics/updating-effective-time-analysis-in-j-league-matches) 28 | * [Effective time in J-League 2014: Club impact in J1](http://www.soccermetrics.net/match-quality-metrics/j-league-2014-effective-time-club-impact) 29 | * [Effective time in J-League 2014: Club impact in J2](http://www.soccermetrics.net/match-quality-metrics/j-league-div-2-2014-effective-time-club-impact) 30 | * [Effective time in J-League 2015: Club impact in J1](http://www.soccermetrics.net/match-quality-metrics/j-league-div-1-2015-effective-time-club-impact) 31 | * [Effective time in J-League 2015: Club impact in J2](http://www.soccermetrics.net/match-quality-metrics/j-league-div-2-2015-effective-time-club-impact) 32 | 33 | There is also an iPython notebook that describes and carries out the Bayesian analysis. The notebook requires `pymc`, 34 | `numpy`, and `pandas`. To run the analysis on different files, just change the name of the `data_file` variable in 35 | the notebook and rerun the cells. 36 | 37 | Sources: 38 | 39 | * J-League Plus Quality 40 | * Datastadium Inc. 41 | -------------------------------------------------------------------------------- /argentina-primera-201718-managers/arg201718_managers.csv: -------------------------------------------------------------------------------- 1 | Manager,Club,Pld,W,D,L,GF,GA,GD,Pts,PPG,xGF,xGA,xGD 2 | Guillermo Barros Schelotto,Boca Juniors,12,10,0,2,25,5,20,30,2.5,18.84,10.473,8.368 3 | Darío Kudelka,Talleres,12,6,3,3,16,7,9,21,1.75,17.127,8.76,8.367 4 | Leonardo Madelón,Unión,12,6,4,2,16,9,7,22,1.833,17.596,9.867,7.728 5 | Juan Pablo Vojvoda,Def. y Justicia,7,4,1,2,13,8,5,13,1.857,10.656,6.343,4.313 6 | Ariel Holan,Independiente,11,6,3,2,12,7,5,21,1.909,15.267,9.146,6.122 7 | Marcelo Gallardo,River Plate,12,4,3,5,16,18,-2,15,1.25,17.883,13.719,4.164 8 | Claudio Biaggio,San Lorenzo,9,7,1,1,16,5,11,22,2.444,12.063,9.209,2.854 9 | Gustavo Alfaro,Huracán,12,6,3,3,16,8,8,21,1.75,13.426,10.754,2.671 10 | Julio César Falcioni,Banfield,12,4,3,5,15,14,1,15,1.25,13.939,11.543,2.396 11 | Paolo Montero,Rosario Central,8,0,4,4,5,14,-9,4,0.5,9.175,8.154,1.021 12 | Juan Manuel Llop,Newell`s,12,3,4,5,10,10,0,13,1.083,14.658,13.502,1.156 13 | Eduardo Domínguez,Colón,12,5,5,2,15,11,4,20,1.667,15.233,14.244,0.989 14 | Ricardo Caruso Lombardi,Tigre,12,1,5,6,9,17,-8,8,0.667,14.416,14.108,0.307 15 | Néstor Raúl Gorosito,San Martín (SJ),12,6,2,4,15,13,2,20,1.667,11.536,11.924,-0.387 16 | Lucas Bernardi,Estudiantes,8,4,1,3,7,5,2,13,1.625,7.638,7.968,-0.33 17 | Mariano Soso,Gimnasia,12,4,1,7,16,22,-6,13,1.083,15.38,15.985,-0.605 18 | Ricardo Zielinski,Atlético Tucumán,12,4,4,4,12,12,0,16,1.333,13.558,14.315,-0.757 19 | Diego Martín Cocca,Racing Club,10,3,3,4,10,11,-1,12,1.2,9.528,10.27,-0.742 20 | Alfredo Berti,Argentinos Juniors,12,5,2,5,17,15,2,17,1.417,12.441,13.58,-1.139 21 | Mauricio Larriera,Godoy Cruz,11,5,2,4,14,14,0,17,1.545,11.869,14.636,-2.767 22 | Jorge Almirón,Lanús,10,4,1,5,9,17,-8,13,1.3,9.006,13.4,-4.394 23 | Humberto Grondona,Arsenal,12,1,2,9,6,15,-9,5,0.417,11.942,17.256,-5.313 24 | Walter Coyette,Chacarita,11,1,3,7,6,13,-7,6,0.545,7.446,12.386,-4.941 25 | Omar De Felippe,Vélez,8,3,1,4,6,11,-5,10,1.25,7.07,11.945,-4.875 26 | Gustavo Álvarez,Temperley,8,1,1,6,4,17,-13,4,0.5,6.985,13.495,-6.51 27 | Juan Pablo Pumpido,Patronato,12,4,3,5,12,15,-3,15,1.25,10.777,21.299,-10.522 28 | Pablo Lavallén,Belgrano,6,3,2,1,5,5,0,11,1.833,7.019,7.439,-0.42 29 | Sebastián Méndez,Belgrano,6,2,3,1,4,3,1,9,1.5,5.498,6.154,-0.656 30 | Rubén Forestello,Olimpo,6,2,2,2,6,6,0,8,1.333,4.737,8.62,-3.882 31 | Mario Sciacqua,Olimpo,6,0,1,5,1,11,-10,1,0.167,3.836,11.755,-7.919 32 | Gastón Esmerado,Temperley,4,2,2,0,5,3,2,8,2,2.813,4.665,-1.853 33 | Nelson Vivas,Def. y Justicia,4,1,1,2,7,10,-3,4,1,4.43,5.869,-1.439 34 | Marcelo Gómez,Vélez,4,1,1,2,3,2,1,4,1,5.825,4.204,1.621 35 | Leonardo Fernández,Rosario Central,3,3,0,0,3,0,3,9,3,5.353,2.257,3.096 36 | Diego Aguirre,San Lorenzo,3,1,2,0,2,1,1,5,1.667,3.915,2.811,1.104 37 | Gustavo Matosas,Estudiantes,3,1,1,1,2,2,0,4,1.333,3.732,2.89,0.842 38 | Juan Ramón Fleita,Racing Club,2,1,1,0,5,3,2,4,2,3.659,2.488,1.171 39 | Luís Marabotto,Chacarita,1,1,0,0,3,0,3,3,3,2.148,0.58,1.568 40 | Manuel Fernández,Def. y Justicia,1,0,1,0,0,0,0,1,1,1.438,0.211,1.228 41 | Leandro Damián Benítez,Estudiantes,1,0,0,1,1,3,-2,0,0,1.105,1.17,-0.065 42 | Ezequiel Carboni,Lanús,1,0,0,1,0,3,-3,0,0,0.58,2.148,-1.568 43 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Soccermetrics Project Data 2 | 3 | This repository contains data and code in support of some of the projects and articles on the [Soccermetrics website](http://www.soccermetrics.net). It is inspired by [FiveThirtyEight's repository](https://github.com/fivethirtyeight/data) that makes available the data behind some of their stories and graphics. 4 | 5 | It is our hope that these data and tools will be used by others in the soccer analytics community to check our work and provide a launching point for their own projects and graphics. We encourage others to do the same, and if you are already doing so, [please send us a link](mailto:info@soccermetrics.net) and we will add it to this README. 6 | 7 | ## Other Sport Data Repositories 8 | 9 | From Danny Page, [an archive of data and models of women's soccer league matches.](https://github.com/CynicalFooty/WoSo). 10 | 11 | From Christopher Long, [his archive of worldwide soccer data and models.](https://github.com/octonion/soccer) 12 | 13 | ## Contents 14 | 15 | | Publication Date | Articles | Folder | 16 | |:-------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------| 17 | | October 9, 2016 | [Football weather data added to Soccermetrics ProjectData repository](https://sccr.mx/2dLcgkY) | `football-match-weather-conditions`| 18 | | May 8, 2016 | [How do Leicester City compare to previous English football champions?](http://www.soccermetrics.net/league-competitions/how-do-leicester-city-compare-to-previous-english-football-champions) | `england-top-flight-champions` | 19 | | January 1, 2016 | [Effective time in J-League 2015: Club impact in J1](http://www.soccermetrics.net/match-quality-metrics/j-league-div-1-2015-effective-time-club-impact) | `jleague-effective-time` | 20 | | November 11, 2015 | [MLS Front-Office Efficiency: 2015 edition](http://www.soccermetrics.net/football-business-analytics/front-office-efficiency-football-business-analytics/mls-front-office-efficiency-2015-edition) | `mls-front-office-efficiency` | 21 | | October 28, 2014 | [A first look at MTBF for the 2014 World Cup](http://www.soccermetrics.net/team-performance/a-first-look-at-mtbf-for-the-2014-world-cup) | `wc-2014-referee-analysis` | 22 | | September 23, 2014 | [Effective playing time at the 2014 FIFA World Cup](http://www.soccermetrics.net/soccermetrics-api/effective-playing-time-2014-fifa-world-cup) | `wc-2014-effective-time` | 23 | | September 12, 2013 | [Introducing the Soccermetrics API](http://www.soccermetrics.net/soccer-database-development/introducing-the-soccermetrics-api) | `english-premier-league-2011-2012` | 24 | | March 31, 2011 | [A proposal for allocation of at-large slots to the NCAA basketball tournament](http://www.soccermetrics.net/clubleague-coefficients/allocation-proposal-at-large-slots-to-ncaa-basketball-tournament) | `ncaa-tournament-allocation` | 25 | 26 | ## License 27 | 28 | The data will be available under the [Creative Commons Attribution 4.0 International License](http://creativecommons.org/licenses/by/4.0/) and the code under the [MIT License](https://opensource.org/licenses/MIT). 29 | 30 | (c) 2015-2016 Soccermetrics Research, LLC. 31 | -------------------------------------------------------------------------------- /argentina-primera-201617-headed-shots/headed_shot_times.csv: -------------------------------------------------------------------------------- 1 | Matchday,Home Team,Visiting Team,Head Shot Min,Head Shot Sec 2 | 1,Sarmiento,Arsenal,0,44 3 | ,,,37,57 4 | ,,,, 5 | ,,,, 6 | ,,,, 7 | 1,Godoy Cruz,Huracán,, 8 | 1,Gimnasia,Vélez,, 9 | 1,Rosario Central,Def. y Justicia,, 10 | 1,Racing Club,Talleres,, 11 | 1,Atlético Tucumán,Atlético Rafaela,, 12 | 1,San Lorenzo,San Martín (SJ),, 13 | 1,Tigre,Estudiantes,, 14 | 1,Quilmes,Newell`s,, 15 | 1,Belgrano,Independiente,, 16 | 1,Unión,Olimpo,, 17 | 1,River Plate,Banfield,, 18 | 1,Lanús,Boca Juniors,, 19 | 1,Aldosivi,Colón,, 20 | 1,Temperley,Patronato,, 21 | 2,Patronato,Gimnasia,, 22 | 2,Huracán,Quilmes,, 23 | 2,Olimpo,Lanús,, 24 | 2,Banfield,Colón,, 25 | 2,San Martín (SJ),Racing Club,, 26 | 2,Unión,Aldosivi,, 27 | 2,Def. y Justicia,San Lorenzo,, 28 | 2,Independiente,Godoy Cruz,, 29 | 2,Newell`s,Tigre,, 30 | 2,Vélez,Rosario Central,, 31 | 2,Estudiantes,Sarmiento,, 32 | 2,Boca Juniors,Belgrano,, 33 | 2,Talleres,River Plate,, 34 | 2,Arsenal,Atlético Tucumán,, 35 | 2,Atlético Rafaela,Temperley,, 36 | 3,Colón,Talleres,, 37 | 3,Lanús,Unión,, 38 | 3,San Lorenzo,Vélez,, 39 | 3,Rosario Central,Patronato,, 40 | 3,Aldosivi,Banfield,, 41 | 3,Quilmes,Independiente,, 42 | 3,Sarmiento,Newell`s,, 43 | 3,Atlético Tucumán,Estudiantes,, 44 | 3,Temperley,Arsenal,, 45 | 3,Godoy Cruz,Boca Juniors,, 46 | 3,Belgrano,Olimpo,, 47 | 3,River Plate,San Martín (SJ),, 48 | 3,Racing Club,Def. y Justicia,, 49 | 3,Tigre,Huracán,, 50 | 3,Gimnasia,Atlético Rafaela,, 51 | 4,Olimpo,Godoy Cruz,, 52 | 4,Newell`s,Atlético Tucumán,, 53 | 4,Atlético Rafaela,Rosario Central,, 54 | 4,Vélez,Racing Club,, 55 | 4,Independiente,Tigre,, 56 | 4,Huracán,Sarmiento,, 57 | 4,Estudiantes,Temperley,, 58 | 4,Unión,Belgrano,, 59 | 4,Talleres,Banfield,, 60 | 4,Patronato,San Lorenzo,, 61 | 4,Lanús,Aldosivi,, 62 | 4,Boca Juniors,Quilmes,, 63 | 4,Def. y Justicia,River Plate,, 64 | 4,Arsenal,Gimnasia,, 65 | 4,San Martín (SJ),Colón,, 66 | 5,Quilmes,Olimpo,, 67 | 5,Godoy Cruz,Unión,, 68 | 5,Rosario Central,Arsenal,, 69 | 5,Aldosivi,Talleres,, 70 | 5,Temperley,Newell`s,, 71 | 5,Racing Club,Patronato,, 72 | 5,River Plate,Vélez,, 73 | 5,San Lorenzo,Atlético Rafaela,, 74 | 5,Belgrano,Lanús,, 75 | 5,Gimnasia,Estudiantes,, 76 | 5,Banfield,San Martín (SJ),, 77 | 5,Colón,Def. y Justicia,, 78 | 5,Sarmiento,Independiente,, 79 | 5,Tigre,Boca Juniors,, 80 | 5,Atlético Tucumán,Huracán,, 81 | 6,Def. y Justicia,Banfield,, 82 | 6,Belgrano,Aldosivi,, 83 | 6,Vélez,Colón,, 84 | 6,Huracán,Temperley,, 85 | 6,Atlético Rafaela,Racing Club,, 86 | 6,Estudiantes,Rosario Central,, 87 | 6,San Martín (SJ),Talleres,, 88 | 6,Independiente,Atlético Tucumán,, 89 | 6,Lanús,Godoy Cruz,, 90 | 6,Olimpo,Tigre,, 91 | 6,Boca Juniors,Sarmiento,, 92 | 6,Newell`s,Gimnasia,, 93 | 6,Arsenal,San Lorenzo,, 94 | 6,Patronato,River Plate,, 95 | 6,Unión,Quilmes,, 96 | 7,Sarmiento,Olimpo,, 97 | 7,Talleres,Def. y Justicia,, 98 | 7,Quilmes,Lanús,, 99 | 7,Godoy Cruz,Belgrano,, 100 | 7,Temperley,Independiente,, 101 | 7,Colón,Patronato,, 102 | 7,Racing Club,Arsenal,, 103 | 7,River Plate,Atlético Rafaela,, 104 | 7,Gimnasia,Huracán,, 105 | 7,Banfield,Vélez,, 106 | 7,Rosario Central,Newell`s,, 107 | 7,Tigre,Unión,, 108 | 7,San Lorenzo,Estudiantes,, 109 | 7,Atlético Tucumán,Boca Juniors,, 110 | 7,Aldosivi,San Martín (SJ),, 111 | 8,Olimpo,Atlético Tucumán,, 112 | 8,Patronato,Banfield,, 113 | 8,Vélez,Talleres,, 114 | 8,Belgrano,Quilmes,, 115 | 8,Boca Juniors,Temperley,, 116 | 8,Independiente,Gimnasia,, 117 | 8,Huracán,Rosario Central,, 118 | 8,Estudiantes,Racing Club,, 119 | 8,Lanús,Tigre,, 120 | 8,Godoy Cruz,Aldosivi,, 121 | 8,Newell`s,San Lorenzo,, 122 | 8,Atlético Rafaela,Colón,, 123 | 8,Arsenal,River Plate,, 124 | 8,Def. y Justicia,San Martín (SJ),, 125 | 8,Unión,Sarmiento,, 126 | 9,Temperley,Olimpo,, 127 | 9,Quilmes,Godoy Cruz,, 128 | 9,River Plate,Estudiantes,, 129 | 9,Sarmiento,Lanús,, 130 | 9,Colón,Arsenal,, 131 | 9,Racing Club,Newell`s,, 132 | 9,San Martín (SJ),Vélez,, 133 | 9,Banfield,Atlético Rafaela,, 134 | 9,San Lorenzo,Huracán,, 135 | 9,Tigre,Belgrano,, 136 | 9,Talleres,Patronato,, 137 | 9,Rosario Central,Independiente,, 138 | 9,Gimnasia,Boca Juniors,, 139 | 9,Aldosivi,Def. y Justicia,, 140 | 9,Atlético Tucumán,Unión,, 141 | 10,Vélez,Def. y Justicia,, 142 | 10,Arsenal,Banfield,, 143 | 10,Estudiantes,Colón,, 144 | 10,Godoy Cruz,Tigre,, 145 | 10,Lanús,Atlético Tucumán,, 146 | 10,Unión,Temperley,, 147 | 10,Huracán,Racing Club,, 148 | 10,Quilmes,Aldosivi,, 149 | 10,Belgrano,Sarmiento,, 150 | 10,Independiente,San Lorenzo,, 151 | 10,Boca Juniors,Rosario Central,, 152 | 10,Atlético Rafaela,Talleres,, 153 | 10,Newell`s,River Plate,, 154 | 10,Olimpo,Gimnasia,, 155 | 10,Patronato,San Martín (SJ),, 156 | -------------------------------------------------------------------------------- /england-top-flight-champions/England_ChampionPoints.csv: -------------------------------------------------------------------------------- 1 | Year,Champions,Points,GP,Points/Win,Pts Pct 2 | 1888–89,Preston North End,40,22,2,0.90909091 3 | 1889–90,Preston North End,33,22,2,0.75 4 | 1890–91,Everton,29,22,2,0.65909091 5 | 1891–92,Sunderland,42,26,2,0.80769231 6 | 1892–93,Sunderland,48,30,2,0.8 7 | 1893–94,Aston Villa,44,30,2,0.73333333 8 | 1894–95,Sunderland,47,30,2,0.78333333 9 | 1895–96,Aston Villa,45,30,2,0.75 10 | 1896–97,Aston Villa,47,30,2,0.78333333 11 | 1897–98,Sheffield United,42,30,2,0.7 12 | 1898–99,Aston Villa,45,34,2,0.66176471 13 | 1899–1900,Aston Villa,50,34,2,0.73529412 14 | 1900–01,Liverpool,45,34,2,0.66176471 15 | 1901–02,Sunderland,44,34,2,0.64705882 16 | 1902–03,The Wednesday,42,34,2,0.61764706 17 | 1903–04,The Wednesday,47,34,2,0.69117647 18 | 1904–05,Newcastle United,48,34,2,0.70588235 19 | 1905–06,Liverpool,51,38,2,0.67105263 20 | 1906–07,Newcastle United,51,38,2,0.67105263 21 | 1907–08,Manchester United,52,38,2,0.68421053 22 | 1908–09,Newcastle United,53,38,2,0.69736842 23 | 1909–10,Aston Villa,53,38,2,0.69736842 24 | 1910–11,Manchester United,52,38,2,0.68421053 25 | 1911–12,Blackburn Rovers,49,38,2,0.64473684 26 | 1912–13,Sunderland,54,38,2,0.71052632 27 | 1913–14,Blackburn Rovers,51,38,2,0.67105263 28 | 1914–15,Everton,46,38,2,0.60526316 29 | 1919–20,West Bromwich Albion,60,42,2,0.71428571 30 | 1920–21,Burnley,59,42,2,0.70238095 31 | 1921–22,Liverpool,57,42,2,0.67857143 32 | 1922–23,Liverpool,60,42,2,0.71428571 33 | 1923–24,Huddersfield Town,57,42,2,0.67857143 34 | 1924–25,Huddersfield Town,58,42,2,0.69047619 35 | 1925–26,Huddersfield Town,57,42,2,0.67857143 36 | 1926–27,Newcastle United,56,42,2,0.66666667 37 | 1927–28,Everton,53,42,2,0.63095238 38 | 1928–29,The Wednesday,52,42,2,0.61904762 39 | 1929–30,Sheffield Wednesday,60,42,2,0.71428571 40 | 1930–31,Arsenal,66,42,2,0.78571429 41 | 1931–32,Everton,56,42,2,0.66666667 42 | 1932–33,Arsenal,58,42,2,0.69047619 43 | 1933–34,Arsenal,59,42,2,0.70238095 44 | 1934–35,Arsenal,58,42,2,0.69047619 45 | 1935–36,Sunderland,56,42,2,0.66666667 46 | 1936–37,Manchester City,57,42,2,0.67857143 47 | 1937–38,Arsenal,52,42,2,0.61904762 48 | 1938–39,Everton,59,42,2,0.70238095 49 | 1946–47,Liverpool,57,42,2,0.67857143 50 | 1947–48,Arsenal,59,42,2,0.70238095 51 | 1948–49,Portsmouth,58,42,2,0.69047619 52 | 1949–50,Portsmouth,53,42,2,0.63095238 53 | 1950–51,Tottenham Hotspur,60,42,2,0.71428571 54 | 1951–52,Manchester United,57,42,2,0.67857143 55 | 1952–53,Arsenal,54,42,2,0.64285714 56 | 1953–54,Wolverhampton Wanderers,57,42,2,0.67857143 57 | 1954–55,Chelsea,52,42,2,0.61904762 58 | 1955–56,Manchester United,60,42,2,0.71428571 59 | 1956–57,Manchester United,64,42,2,0.76190476 60 | 1957–58,Wolverhampton Wanderers,64,42,2,0.76190476 61 | 1958–59,Wolverhampton Wanderers,61,42,2,0.72619048 62 | 1959–60,Burnley,55,42,2,0.6547619 63 | 1960–61,Tottenham Hotspur,66,42,2,0.78571429 64 | 1961–62,Ipswich Town,56,42,2,0.66666667 65 | 1962–63,Everton,61,42,2,0.72619048 66 | 1963–64,Liverpool,57,42,2,0.67857143 67 | 1964–65,Manchester United,61,42,2,0.72619048 68 | 1965–66,Liverpool,61,42,2,0.72619048 69 | 1966–67,Manchester United,60,42,2,0.71428571 70 | 1967–68,Manchester City,58,42,2,0.69047619 71 | 1968–69,Leeds United,67,42,2,0.79761905 72 | 1969–70,Everton,66,42,2,0.78571429 73 | 1970–71,Arsenal,65,42,2,0.77380952 74 | 1971–72,Derby County,58,42,2,0.69047619 75 | 1972–73,Liverpool,60,42,2,0.71428571 76 | 1973–74,Leeds United,62,42,2,0.73809524 77 | 1974–75,Derby County,53,42,2,0.63095238 78 | 1975–76,Liverpool,60,42,2,0.71428571 79 | 1976–77,Liverpool,57,42,2,0.67857143 80 | 1977–78,Nottingham Forest,64,42,2,0.76190476 81 | 1978–79,Liverpool,68,42,2,0.80952381 82 | 1979–80,Liverpool,60,42,2,0.71428571 83 | 1980–81,Aston Villa,60,42,2,0.71428571 84 | 1981–82,Liverpool,87,42,3,0.69047619 85 | 1982–83,Liverpool,82,42,3,0.65079365 86 | 1983–84,Liverpool,80,42,3,0.63492063 87 | 1984–85,Everton,90,42,3,0.71428571 88 | 1985–86,Liverpool,88,42,3,0.6984127 89 | 1986–87,Everton,86,42,3,0.68253968 90 | 1987–88,Liverpool,90,40,3,0.75 91 | 1988–89,Arsenal,76,38,3,0.66666667 92 | 1989–90,Liverpool,79,38,3,0.69298246 93 | 1990–91,Arsenal,83,42,3,0.65873016 94 | 1991–92,Leeds United,82,42,3,0.65079365 95 | 1992–93,Manchester United,84,42,3,0.66666667 96 | 1993–94,Manchester United,92,42,3,0.73015873 97 | 1994–95,Blackburn Rovers,89,42,3,0.70634921 98 | 1995–96,Manchester United,82,38,3,0.71929825 99 | 1996–97,Manchester United,75,38,3,0.65789474 100 | 1997–98,Arsenal,78,38,3,0.68421053 101 | 1998–99,Manchester United,79,38,3,0.69298246 102 | 1999–2000,Manchester United,91,38,3,0.79824561 103 | 2000–01,Manchester United,80,38,3,0.70175439 104 | 2001–02,Arsenal,87,38,3,0.76315789 105 | 2002–03,Manchester United,83,38,3,0.72807018 106 | 2003–04,Arsenal,90,38,3,0.78947368 107 | 2004–05,Chelsea,95,38,3,0.83333333 108 | 2005–06,Chelsea,91,38,3,0.79824561 109 | 2006–07,Manchester United,89,38,3,0.78070175 110 | 2007–08,Manchester United,87,38,3,0.76315789 111 | 2008–09,Manchester United,90,38,3,0.78947368 112 | 2009–10,Chelsea,86,38,3,0.75438596 113 | 2010–11,Manchester United,80,38,3,0.70175439 114 | 2011–12,Manchester City,89,38,3,0.78070175 115 | 2012–13,Manchester United,89,38,3,0.78070175 116 | 2013–14,Manchester City,86,38,3,0.75438596 117 | 2014–15,Chelsea,87,38,3,0.76315789 118 | 2015–16,Leicester City,81,38,3,0.71052632 119 | 2016-17,Chelsea,93,38,3,0.81578947 120 | -------------------------------------------------------------------------------- /argentina-primera-201617-managers/arg201617_managers.csv: -------------------------------------------------------------------------------- 1 | Manager,Club,GP,W,D,L,GF,GA,GD,Pts,PPG,xGF,xGA,xGD 2 | Guillermo Barros Schelotto,Boca Juniors,30,18,9,3,62,25,37,63,2.100,56.158,29.939,26.219 3 | Marcelo Gallardo,River Plate,30,16,8,6,51,28,23,56,1.867,46.905,32.667,14.238 4 | Julio César Falcioni,Banfield,30,17,3,10,42,35,7,54,1.800,42.953,35.577,7.376 5 | Diego Aguirre,San Lorenzo,30,16,5,9,46,35,11,53,1.767,46.432,34.545,11.887 6 | Jorge Almirón,Lanús,30,14,8,8,36,25,11,50,1.667,35.360,34.310,1.050 7 | Darío Kudelka,Talleres,30,11,9,10,35,30,5,42,1.400,41.993,37.402,4.591 8 | Juan Manuel Llop,Atlético Rafaela,30,10,7,13,31,30,1,37,1.233,41.694,36.753,4.941 9 | Rubén Forestello,Patronato,30,8,10,12,30,40,-10,34,1.133,35.945,43.768,-7.822 10 | Diego Osella,Newell`s,27,14,6,7,38,25,13,48,1.778,31.159,28.709,2.450 11 | Nelson Vivas,Estudiantes,27,13,8,6,41,26,15,47,1.741,46.913,31.167,15.746 12 | Omar De Felippe,Vélez,25,9,7,9,28,30,-2,34,1.360,36.789,30.018,6.770 13 | Gustavo Alfaro,Gimnasia,24,9,7,8,20,17,3,34,1.417,26.263,34.785,-8.522 14 | Gustavo Álvarez,Temperley,21,8,4,9,26,27,-1,28,1.333,23.641,31.279,-7.638 15 | Sebastián Beccacece,Def. y Justicia,20,13,2,5,25,12,13,41,2.050,28.794,15.832,12.962 16 | Alfredo Grelak,Quilmes,18,5,4,9,14,28,-14,19,1.056,21.915,28.711,-6.796 17 | Diego Martín Cocca,Racing Club,16,11,1,4,30,24,6,34,2.125,29.584,18.284,11.300 18 | Ariel Holan,Independiente,16,8,7,1,28,13,15,31,1.938,26.981,14.686,12.295 19 | Paolo Montero,Rosario Central,16,8,5,3,25,17,8,29,1.813,25.341,19.354,5.986 20 | Eduardo Domínguez,Colón,16,8,5,3,19,12,7,29,1.813,23.942,18.149,5.793 21 | Lucas Bernardi,Godoy Cruz,16,8,2,6,20,13,7,26,1.625,19.445,26.275,-6.830 22 | Mario Sciacqua,Olimpo,16,6,5,5,24,18,6,23,1.438,27.108,24.147,2.961 23 | Néstor Raúl Gorosito,San Martín (SJ),16,4,7,5,13,14,-1,19,1.188,18.156,21.091,-2.935 24 | Humberto Grondona,Arsenal,16,6,1,9,17,25,-8,19,1.188,17.286,23.440,-6.154 25 | Pedro Troglio,Tigre,16,4,6,6,19,20,-1,18,1.125,23.405,22.460,0.944 26 | Juan Manuel Azconzábal,Huracán,16,4,6,6,14,15,-1,18,1.125,19.491,17.480,2.011 27 | Pablo Lavallén,Atlético Tucumán,16,4,4,8,19,23,-4,16,1.000,19.407,26.421,-7.014 28 | Fernando Quiroz,Sarmiento,16,3,3,10,18,36,-18,12,0.750,14.869,34.093,-19.223 29 | Darío Franco,Aldosivi,15,3,5,7,8,18,-10,14,0.933,17.781,25.178,-7.397 30 | Gabriel Milito,Independiente,14,6,4,4,11,10,1,22,1.571,20.178,17.398,2.781 31 | Paolo Montero,Colón,14,6,2,6,13,13,0,20,1.429,20.093,21.992,-1.899 32 | Sebastián Méndez,Godoy Cruz,14,5,2,7,14,21,-7,17,1.214,19.190,19.039,0.151 33 | Ricardo Zielinski,Racing Club,13,6,2,5,20,15,5,20,1.538,21.439,13.304,8.135 34 | Juan Pablo Pumpido,Unión,13,4,4,5,15,17,-2,16,1.231,17.451,16.427,1.024 35 | Eduardo Coudet,Rosario Central,13,2,6,5,13,14,-1,12,0.923,15.678,17.148,-1.470 36 | Sebastián Méndez,Belgrano,12,3,4,5,11,15,-4,13,1.083,13.427,15.878,-2.451 37 | Cristian Díaz,Olimpo,12,2,6,4,10,12,-2,12,1.000,12.010,14.214,-2.204 38 | Pablo Lavallén,San Martín (SJ),11,2,4,5,10,18,-8,10,0.909,11.967,17.401,-5.433 39 | Cristian Díaz,Quilmes,11,1,3,7,4,13,-9,6,0.545,13.386,18.638,-5.252 40 | Juan Manuel Azconzábal,Atlético Tucumán,10,3,2,5,11,14,-3,11,1.100,12.354,14.720,-2.366 41 | Ariel Holan,Def. y Justicia,10,1,5,4,6,11,-5,8,0.800,13.560,12.696,0.864 42 | Facundo Sava,Tigre,10,2,1,7,10,20,-10,7,0.700,10.936,21.165,-10.229 43 | Esteban González,Belgrano,10,1,4,5,5,11,-6,7,0.700,11.854,11.885,-0.030 44 | Carlos Mayor,Temperley,9,2,3,4,4,11,-7,9,1.000,13.012,14.312,-1.300 45 | Sergio Rondina,Arsenal,9,0,3,6,7,19,-12,3,0.333,9.209,21.502,-12.293 46 | Leonardo Madelón,Unión,8,3,2,3,6,8,-2,11,1.375,12.899,10.751,2.147 47 | Leonardo Madelón,Belgrano,8,1,3,4,5,8,-3,6,0.750,9.585,11.382,-1.797 48 | Fernando Quiroz,Aldosivi,8,1,3,4,5,11,-6,6,0.750,10.098,12.289,-2.191 49 | Gabriel Schürrer,Sarmiento,8,1,3,4,3,7,-4,6,0.750,9.830,12.480,-2.651 50 | Ricardo Caruso Lombardi,Huracán,8,1,2,5,6,11,-5,5,0.625,9.434,14.725,-5.291 51 | Walter Perazzo,Aldosivi,7,1,2,4,2,11,-9,5,0.714,9.217,11.410,-2.193 52 | Pablo Marini,Unión,7,1,1,5,3,12,-9,4,0.571,6.810,11.690,-4.880 53 | Leandro Martini,Gimnasia,6,3,0,3,6,7,-1,9,1.500,5.134,8.974,-3.840 54 | Jorge Burruchaga,Sarmiento,5,3,1,1,9,6,3,10,2.000,8.598,10.046,-1.448 55 | Lucas Bernardi,Arsenal,5,1,2,2,3,6,-3,5,1.000,4.478,8.357,-3.879 56 | Eduardo Domínguez,Huracán,4,0,3,1,2,3,-1,3,0.750,3.406,5.654,-2.248 57 | Christian Bassedas,Vélez,4,1,0,3,3,7,-4,3,0.750,3.664,5.825,-2.161 58 | Leandro Damián Benítez,Estudiantes,3,3,0,0,5,0,5,9,3.000,5.732,1.294,4.438 59 | Ricardo Caruso Lombardi,Tigre,3,2,0,1,4,2,2,6,2.000,5.464,2.268,3.197 60 | Hugo Garelli,San Martín (SJ),3,1,1,1,4,8,-4,4,1.333,2.769,4.620,-1.851 61 | Juan Pablo Vojvoda,Newell`s,3,0,1,2,2,5,-3,1,0.333,2.443,2.854,-0.411 62 | Luciano Precone,Atlético Tucumán,2,1,1,0,2,1,1,4,2.000,1.874,2.440,-0.566 63 | Juan Barbas,Olimpo,2,1,0,1,3,2,1,3,1.500,1.960,3.572,-1.612 64 | Néstor Apuzzo,Huracán,2,1,0,1,1,1,0,3,1.500,1.887,3.580,-1.694 65 | Eduardo Magnín,Unión,2,0,1,1,1,2,-1,1,0.500,2.552,2.964,-0.413 66 | Leonardo Fernández,Rosario Central,1,1,0,0,2,0,2,3,3.000,0.376,0.821,-0.445 67 | Claudio Úbeda,Racing Club,1,0,1,0,1,1,0,1,1.000,0.624,0.311,0.313 68 | Diego José Erroz,Atlético Tucumán,1,0,1,0,1,1,0,1,1.000,1.159,0.863,0.296 69 | Ricardo Zielinski,Atlético Tucumán,1,0,1,0,1,1,0,1,1.000,0.432,2.162,-1.730 70 | Fabián Castro,Tigre,1,0,0,1,0,1,-1,0,0.000,1.170,2.428,-1.258 71 | Alberto Fanesi,Vélez,1,0,0,1,0,3,-3,0,0.000,0.059,3.690,-3.631 72 | Juan Carlos Pírez,Sarmiento,1,0,0,1,1,2,-1,0,0.000,0.524,0.901,-0.377 73 | Leonardo Lemos,Quilmes,1,0,0,1,0,2,-2,0,0.000,0.865,1.906,-1.041 74 | -------------------------------------------------------------------------------- /wc-2014-effective-time/effective_time_with_adjustments.csv: -------------------------------------------------------------------------------- 1 | home_team_name,away_team_name,calc_eff_time,ball_out_events,calc_time_lost,pred_time_lost_mean,pred_time_lost_upper,pred_time_lost_lower 2 | Korea Republic,Algeria,3811,57,682,925.2020454219,1239.2426213855,687.6340448937 3 | Costa Rica,Greece,3654,40,762,697.0709460094,912.8808858764,530.0336535751 4 | Costa Rica,Greece,1258,24,581,463.3733912325,587.4334096016,364.1200672663 5 | Netherlands,Chile,3741,47,716,792.9855110779,1049.1964022238,596.7346787037 6 | Côte d'Ivoire,Japan,4064,48,896,806.4444729278,1068.4335801502,606.0405185242 7 | Japan,Colombia,3888,49,590,819.8473004438,1087.6159260132,615.2951197261 8 | Argentina,Iran,4200,52,775,859.73240708,1144.8464106044,642.7643913847 9 | Australia,Spain,4428,46,415,779.4689776806,1029.9030636309,587.3762170802 10 | Croatia,Mexico,3812,52,778,859.73240708,1144.8464106044,642.7643913847 11 | Greece,Côte d'Ivoire,3783,46,824,779.4689776806,1029.9030636309,587.3762170802 12 | Nigeria,Bosnia and Herzegovina,4521,33,423,597.7096508068,773.2392152677,460.1475324343 13 | Iran,Nigeria,4219,47,585,792.9855110779,1049.1964022238,596.7346787037 14 | Germany,Ghana,4099,48,611,806.4444729278,1068.4335801502,606.0405185242 15 | Brazil,Chile,4032,52,556,859.73240708,1144.8464106044,642.7643913847 16 | Brazil,Chile,1277,31,608,568.5710758748,732.624576044,439.4810936614 17 | Russia,Korea Republic,4315,46,491,779.4689776806,1029.9030636309,587.3762170802 18 | Ghana,USA,4309,57,676,925.2020454219,1239.2426213855,687.6340448937 19 | Switzerland,France,3929,37,504,654.9538250246,853.4821236488,500.5156008813 20 | Italy,Costa Rica,4148,34,729,612.1452316731,793.4190920586,470.3556396446 21 | France,Honduras,4167,38,421,669.0664173309,873.352535002,510.4230698033 22 | Brazil,Colombia,3367,37,447,654.9538250246,853.4821236488,500.5156008813 23 | Ecuador,France,4226,51,580,846.4899833091,1125.8211502161,633.6558242793 24 | Brazil,Mexico,4156,35,530,626.4958799336,813.517806938,480.4844800297 25 | USA,Germany,4343,45,647,765.8933666022,1010.5521739399,577.9636821509 26 | France,Germany,4172,59,655,951.0630797818,1276.6787430061,705.2865148808 27 | Netherlands,Costa Rica,3915,37,579,654.9538250246,853.4821236488,500.5156008813 28 | Netherlands,Costa Rica,1220,31,681,568.5710758748,732.624576044,439.4810936614 29 | Korea Republic,Belgium,4058,53,739,872.9238406116,1163.821609427,651.8266546841 30 | Germany,Argentina,4124,55,666,899.1583021604,1201.626070786,669.8166339218 31 | Germany,Argentina,1567,27,392,509.1226490454,650.2843013827,397.0468165612 32 | Colombia,Greece,4070,49,639,819.8473004438,1087.6159260132,615.2951197261 33 | Netherlands,Argentina,4379,39,405,683.1046968854,893.1514284695,520.2616785468 34 | Netherlands,Argentina,1424,27,315,509.1226490454,650.2843013827,397.0468165612 35 | Spain,Netherlands,3768,43,518,738.5585123072,971.6718440819,558.9702144494 36 | Colombia,Côte d'Ivoire,3707,49,727,819.8473004438,1087.6159260132,615.2951197261 37 | Switzerland,Ecuador,4102,57,669,925.2020454219,1239.2426213855,687.6340448937 38 | Australia,Netherlands,3730,50,611,833.1953664121,1106.7447105414,624.4998017164 39 | Brazil,Croatia,3707,65,855,1027.6214523559,1387.9715622507,757.3221667389 40 | Honduras,Switzerland,4020,40,642,697.0709460094,912.8808858764,530.0336535751 41 | Cameroon,Brazil,3572,50,610,833.1953664121,1106.7447105414,624.4998017164 42 | Japan,Greece,3721,31,635,568.5710758748,732.624576044,439.4810936614 43 | Germany,Algeria,3878,55,1031,899.1583021604,1201.626070786,669.8166339218 44 | Germany,Algeria,1216,35,648,626.4958799336,813.517806938,480.4844800297 45 | Spain,Chile,4121,63,688,1002.2661427609,1351.0369767824,740.1242866041 46 | Belgium,USA,4267,65,924,1027.6214523559,1387.9715622507,757.3221667389 47 | Belgium,USA,1436,23,428,447.8735928799,566.2490204985,352.9062185391 48 | Colombia,Uruguay,3937,39,574,683.1046968854,893.1514284695,520.2616785468 49 | Uruguay,Costa Rica,3558,57,795,925.2020454219,1239.2426213855,687.6340448937 50 | Germany,Portugal,4266,41,466,710.9673217384,932.5428779818,539.7410956562 51 | Brazil,Netherlands,4086,36,445,640.7645014864,833.5379920807,490.5369084861 52 | Mexico,Cameroon,3928,55,796,899.1583021604,1201.626070786,669.8166339218 53 | Argentina,Switzerland,3962,57,589,925.2020454219,1239.2426213855,687.6340448937 54 | Argentina,Switzerland,1477,26,604,493.9920036587,629.4458007927,386.18443202 55 | France,Nigeria,3810,53,930,872.9238406116,1163.821609427,651.8266546841 56 | Chile,Australia,4206,46,585,779.4689776806,1029.9030636309,587.3762170802 57 | Argentina,Bosnia and Herzegovina,4278,44,526,752.257097874,991.1422765732,568.4955491214 58 | Algeria,Russia,4104,53,590,872.9238406116,1163.821609427,651.8266546841 59 | Bosnia and Herzegovina,Iran,3750,50,842,833.1953664121,1106.7447105414,624.4998017164 60 | Belgium,Algeria,3951,46,606,779.4689776806,1029.9030636309,587.3762170802 61 | Uruguay,England,3777,62,1012,989.5281219888,1332.5096698528,731.4712201493 62 | Honduras,Ecuador,3991,49,568,819.8473004438,1087.6159260132,615.2951197261 63 | Italy,Uruguay,4140,52,585,859.73240708,1144.8464106044,642.7643913847 64 | Cameroon,Croatia,4005,42,482,724.7958655813,952.1392729659,549.3859898442 65 | England,Italy,4324,33,478,597.7096508068,773.2392152677,460.1475324343 66 | Brazil,Germany,3881,45,606,765.8933666022,1010.5521739399,577.9636821509 67 | Belgium,Russia,4153,61,689,976.7488188382,1313.9413763857,722.7810878366 68 | Portugal,Ghana,4084,55,556,899.1583021604,1201.626070786,669.8166339218 69 | USA,Portugal,4388,38,519,669.0664173309,873.352535002,510.4230698033 70 | Nigeria,Argentina,3943,46,636,779.4689776806,1029.9030636309,587.3762170802 71 | Netherlands,Mexico,4197,43,587,738.5585123072,971.6718440819,558.9702144494 72 | Argentina,Belgium,4280,58,692,938.1549246758,1257.9827900313,696.4804443653 73 | Costa Rica,England,3924,47,749,792.9855110779,1049.1964022238,596.7346787037 74 | -------------------------------------------------------------------------------- /wc-2014-referee-analysis/wc_2014_mean_time_between_stoppages.csv: -------------------------------------------------------------------------------- 1 | home team,away team,referee,period,stops,MTBS 2 | Korea Republic,Algeria,Wilmar Roldán,1,58,48.54 3 | Costa Rica,Greece,Ben Williams,1,63,44.82 4 | Netherlands,Chile,Bakary Gassama,1,71,37.84 5 | Côte d'Ivoire,Japan,Enrique Osses,1,55,47.94 6 | Japan,Colombia,Pedro Proença,1,57,48.79 7 | Argentina,Iran,Milorad Mažić,1,55,51.98 8 | Australia,Spain,Nawaf Shukralla,1,66,42.45 9 | Croatia,Mexico,Ravshan Irmatov,1,56,48.47 10 | Greece,Côte d'Ivoire,Carlos Vera,1,60,49.25 11 | Nigeria,Bosnia and Herzegovina,Peter O'Leary,1,36,75.2 12 | Iran,Nigeria,Carlos Vera,1,56,50.24 13 | Germany,Ghana,Sandro Ricci,1,56,47.85 14 | Brazil,Chile,Howard Webb,1,68,41.34 15 | Russia,Korea Republic,Néstor Pitana,1,53,50.4 16 | Ghana,USA,Jonas Eriksson,1,63,47.45 17 | Switzerland,France,Björn Kuipers,1,50,55.51 18 | Italy,Costa Rica,Enrique Osses,1,57,49.96 19 | France,Honduras,Sandro Ricci,1,56,51.56 20 | Brazil,Colombia,Carlos Velasco,1,73,37.39 21 | Ecuador,France,Noumandiez Doué,1,59,46.67 22 | Brazil,Mexico,Cüneyt Çakır,1,59,46.4 23 | USA,Germany,Ravshan Irmatov,1,60,46.08 24 | France,Germany,Néstor Pitana,1,57,47.48 25 | Netherlands,Costa Rica,Ravshan Irmatov,1,52,50.94 26 | Korea Republic,Belgium,Ben Williams,1,74,38.48 27 | Germany,Argentina,Nicola Rizzoli,1,65,42.88 28 | Colombia,Greece,Mark Geiger,1,58,47.68 29 | Netherlands,Argentina,Cüneyt Çakır,1,51,49.3 30 | Spain,Netherlands,Nicola Rizzoli,1,58,47.68 31 | Colombia,Côte d'Ivoire,Howard Webb,1,56,50.2 32 | Switzerland,Ecuador,Ravshan Irmatov,1,70,39.58 33 | Australia,Netherlands,Djamel Haimoudi,1,70,40.87 34 | Brazil,Croatia,Yuichi Nishimura,1,61,46.87 35 | Honduras,Switzerland,Néstor Pitana,1,57,48.7 36 | Cameroon,Brazil,Jonas Eriksson,1,56,49.78 37 | Japan,Greece,Joel Aguilar,1,69,39.76 38 | Germany,Algeria,Sandro Ricci,1,58,47.04 39 | Spain,Chile,Mark Geiger,1,82,34.05 40 | Belgium,USA,Djamel Haimoudi,1,74,38.58 41 | Colombia,Uruguay,Björn Kuipers,1,46,60.49 42 | Uruguay,Costa Rica,Felix Brych,1,68,40.54 43 | Germany,Portugal,Milorad Mažić,1,51,54.1 44 | Brazil,Netherlands,Djamel Haimoudi,1,58,48.89 45 | Mexico,Cameroon,Wilmar Roldán,1,68,41.09 46 | Argentina,Switzerland,Jonas Eriksson,1,75,36.54 47 | France,Nigeria,Mark Geiger,1,62,45.21 48 | Chile,Australia,Noumandiez Doué,1,54,51.21 49 | Argentina,Bosnia and Herzegovina,Joel Aguilar,1,57,47.43 50 | Algeria,Russia,Cüneyt Çakır,1,58,47.65 51 | Bosnia and Herzegovina,Iran,Wilmar Roldán,1,75,37.57 52 | Belgium,Algeria,Marco Antonio Rodríguez,1,59,47.16 53 | Uruguay,England,Carlos Velasco,1,77,35.8 54 | Honduras,Ecuador,Ben Williams,1,63,46.52 55 | Italy,Uruguay,Marco Antonio Rodríguez,1,80,35.44 56 | Cameroon,Croatia,Pedro Proença,1,61,44.47 57 | England,Italy,Björn Kuipers,1,43,66.1 58 | Brazil,Germany,Marco Antonio Rodríguez,1,57,47.09 59 | Belgium,Russia,Felix Brych,1,59,47.33 60 | Portugal,Ghana,Nawaf Shukralla,1,67,39.85 61 | USA,Portugal,Néstor Pitana,1,56,49.38 62 | Nigeria,Argentina,Nicola Rizzoli,1,52,53.37 63 | Netherlands,Mexico,Pedro Proença,1,39,71.87 64 | Argentina,Belgium,Nicola Rizzoli,1,48,57.64 65 | Costa Rica,England,Djamel Haimoudi,1,68,40.57 66 | Korea Republic,Algeria,Wilmar Roldán,2,80,34.15 67 | Costa Rica,Greece,Ben Williams,2,68,43.58 68 | Netherlands,Chile,Bakary Gassama,2,72,37.39 69 | Côte d'Ivoire,Japan,Enrique Osses,2,56,53.64 70 | Japan,Colombia,Pedro Proença,2,58,47.84 71 | Argentina,Iran,Milorad Mažić,2,60,48.36 72 | Australia,Spain,Nawaf Shukralla,2,53,52.94 73 | Croatia,Mexico,Ravshan Irmatov,2,67,42.26 74 | Greece,Côte d'Ivoire,Carlos Vera,2,58,48.84 75 | Nigeria,Bosnia and Herzegovina,Peter O'Leary,2,51,53.32 76 | Iran,Nigeria,Carlos Vera,2,61,45.35 77 | Germany,Ghana,Sandro Ricci,2,72,40.52 78 | Brazil,Chile,Howard Webb,2,60,47.59 79 | Russia,Korea Republic,Néstor Pitana,2,54,50.83 80 | Ghana,USA,Jonas Eriksson,2,69,40.93 81 | Switzerland,France,Björn Kuipers,2,56,48.96 82 | Italy,Costa Rica,Enrique Osses,2,73,38.79 83 | France,Honduras,Sandro Ricci,2,56,50.13 84 | Brazil,Colombia,Carlos Velasco,2,86,34.16 85 | Ecuador,France,Noumandiez Doué,2,46,61.87 86 | Brazil,Mexico,Cüneyt Çakır,2,56,49.09 87 | USA,Germany,Ravshan Irmatov,2,55,51.04 88 | France,Germany,Néstor Pitana,2,83,34.23 89 | Netherlands,Costa Rica,Ravshan Irmatov,2,63,45.79 90 | Korea Republic,Belgium,Ben Williams,2,58,50.04 91 | Germany,Argentina,Nicola Rizzoli,2,54,49 92 | Colombia,Greece,Mark Geiger,2,78,35.73 93 | Netherlands,Argentina,Cüneyt Çakır,2,50,56.8 94 | Spain,Netherlands,Nicola Rizzoli,2,59,48.69 95 | Colombia,Côte d'Ivoire,Howard Webb,2,67,43.5 96 | Switzerland,Ecuador,Ravshan Irmatov,2,56,49.82 97 | Australia,Netherlands,Djamel Haimoudi,2,79,36.19 98 | Brazil,Croatia,Yuichi Nishimura,2,74,38.95 99 | Honduras,Switzerland,Néstor Pitana,2,55,50.28 100 | Cameroon,Brazil,Jonas Eriksson,2,80,34.77 101 | Japan,Greece,Joel Aguilar,2,61,47.33 102 | Germany,Algeria,Sandro Ricci,2,61,45.7 103 | Spain,Chile,Mark Geiger,2,60,50.02 104 | Belgium,USA,Djamel Haimoudi,2,57,49.39 105 | Colombia,Uruguay,Björn Kuipers,2,58,48.19 106 | Uruguay,Costa Rica,Felix Brych,2,97,30.16 107 | Germany,Portugal,Milorad Mažić,2,52,53.41 108 | Brazil,Netherlands,Djamel Haimoudi,2,68,43.01 109 | Mexico,Cameroon,Wilmar Roldán,2,53,54.87 110 | Argentina,Switzerland,Jonas Eriksson,2,69,40.93 111 | France,Nigeria,Mark Geiger,2,55,52.52 112 | Chile,Australia,Noumandiez Doué,2,62,42.97 113 | Argentina,Bosnia and Herzegovina,Joel Aguilar,2,50,53.51 114 | Algeria,Russia,Cüneyt Çakır,2,77,37.79 115 | Bosnia and Herzegovina,Iran,Wilmar Roldán,2,78,35.73 116 | Belgium,Algeria,Marco Antonio Rodríguez,2,83,34.3 117 | Uruguay,England,Carlos Velasco,2,61,47.93 118 | Honduras,Ecuador,Ben Williams,2,73,38.68 119 | Italy,Uruguay,Marco Antonio Rodríguez,2,68,44.15 120 | Cameroon,Croatia,Pedro Proença,2,48,55.98 121 | England,Italy,Björn Kuipers,2,54,54.83 122 | Brazil,Germany,Marco Antonio Rodríguez,2,54,51.06 123 | Belgium,Russia,Felix Brych,2,71,40.24 124 | Portugal,Ghana,Nawaf Shukralla,2,82,35.95 125 | USA,Portugal,Néstor Pitana,2,50,58.76 126 | Nigeria,Argentina,Nicola Rizzoli,2,58,50.18 127 | Netherlands,Mexico,Pedro Proença,2,60,49.39 128 | Argentina,Belgium,Nicola Rizzoli,2,90,31.84 129 | Costa Rica,England,Djamel Haimoudi,2,67,41.61 130 | Costa Rica,Greece,Ben Williams,3,16,47 131 | Brazil,Chile,Howard Webb,3,32,29.48 132 | Netherlands,Costa Rica,Ravshan Irmatov,3,23,42.68 133 | Germany,Argentina,Nicola Rizzoli,3,18,46.47 134 | Netherlands,Argentina,Cüneyt Çakır,3,19,48.5 135 | Germany,Algeria,Sandro Ricci,3,17,46.12 136 | Belgium,USA,Djamel Haimoudi,3,16,60.27 137 | Argentina,Switzerland,Jonas Eriksson,3,16,60.33 138 | Costa Rica,Greece,Ben Williams,4,16,61.6 139 | Brazil,Chile,Howard Webb,4,17,55.31 140 | Netherlands,Costa Rica,Ravshan Irmatov,4,24,39.87 141 | Germany,Argentina,Nicola Rizzoli,4,23,44.73 142 | Netherlands,Argentina,Cüneyt Çakır,4,15,47.43 143 | Germany,Algeria,Sandro Ricci,4,24,36.96 144 | Belgium,USA,Djamel Haimoudi,4,20,45.84 145 | Argentina,Switzerland,Jonas Eriksson,4,27,43.38 146 | -------------------------------------------------------------------------------- /wc-2014-referee-analysis/wc_2014_mean_time_between_fouls.csv: -------------------------------------------------------------------------------- 1 | home_team,away_team,referee,period,fouls,MTBF 2 | Korea Republic,Algeria,Wilmar Roldán,1,12,225.27 3 | Costa Rica,Greece,Ben Williams,1,13,230.92 4 | Netherlands,Chile,Bakary Gassama,1,21,131.05 5 | Côte d'Ivoire,Japan,Enrique Osses,1,8,241.14 6 | Japan,Colombia,Pedro Proença,1,15,191.93 7 | Argentina,Iran,Milorad Mažić,1,12,251.82 8 | Australia,Spain,Nawaf Shukralla,1,14,204.31 9 | Croatia,Mexico,Ravshan Irmatov,1,14,201.69 10 | Greece,Côte d'Ivoire,Carlos Vera,1,15,205 11 | Nigeria,Bosnia and Herzegovina,Peter O'Leary,1,5,234.5 12 | Iran,Nigeria,Carlos Vera,1,12,213.82 13 | Germany,Ghana,Sandro Ricci,1,10,257.67 14 | Brazil,Chile,Howard Webb,1,19,131.17 15 | Russia,Korea Republic,Néstor Pitana,1,10,221.11 16 | Ghana,USA,Jonas Eriksson,1,12,241.73 17 | Switzerland,France,Björn Kuipers,1,11,180.9 18 | Italy,Costa Rica,Enrique Osses,1,14,193.92 19 | France,Honduras,Sandro Ricci,1,14,203.15 20 | Brazil,Colombia,Carlos Velasco,1,26,106.8 21 | Ecuador,France,Noumandiez Doué,1,12,227.09 22 | Brazil,Mexico,Cüneyt Çakır,1,16,174.93 23 | USA,Germany,Ravshan Irmatov,1,10,271.33 24 | France,Germany,Néstor Pitana,1,11,227.7 25 | Netherlands,Costa Rica,Ravshan Irmatov,1,13,213.83 26 | Korea Republic,Belgium,Ben Williams,1,18,155.94 27 | Germany,Argentina,Nicola Rizzoli,1,9,287.62 28 | Colombia,Greece,Mark Geiger,1,11,251.7 29 | Netherlands,Argentina,Cüneyt Çakır,1,11,214.4 30 | Spain,Netherlands,Nicola Rizzoli,1,13,226.5 31 | Colombia,Côte d'Ivoire,Howard Webb,1,12,174.18 32 | Switzerland,Ecuador,Ravshan Irmatov,1,13,219.67 33 | Australia,Netherlands,Djamel Haimoudi,1,22,128.24 34 | Brazil,Croatia,Yuichi Nishimura,1,8,362.86 35 | Honduras,Switzerland,Néstor Pitana,1,17,163.06 36 | Cameroon,Brazil,Jonas Eriksson,1,12,231.73 37 | Japan,Greece,Joel Aguilar,1,20,138.53 38 | Germany,Algeria,Sandro Ricci,1,11,263.9 39 | Spain,Chile,Mark Geiger,1,17,166.38 40 | Belgium,USA,Djamel Haimoudi,1,16,177.93 41 | Colombia,Uruguay,Björn Kuipers,1,13,214.92 42 | Uruguay,Costa Rica,Felix Brych,1,16,152.73 43 | Germany,Portugal,Milorad Mažić,1,11,191.9 44 | Brazil,Netherlands,Djamel Haimoudi,1,17,153.69 45 | Mexico,Cameroon,Wilmar Roldán,1,13,211.83 46 | Argentina,Switzerland,Jonas Eriksson,1,21,129.95 47 | France,Nigeria,Mark Geiger,1,11,271.9 48 | Chile,Australia,Noumandiez Doué,1,14,197.46 49 | Argentina,Bosnia and Herzegovina,Joel Aguilar,1,13,205.58 50 | Algeria,Russia,Cüneyt Çakır,1,13,184.5 51 | Bosnia and Herzegovina,Iran,Wilmar Roldán,1,20,128.63 52 | Belgium,Algeria,Marco Antonio Rodríguez,1,14,189 53 | Uruguay,England,Carlos Velasco,1,14,176.77 54 | Honduras,Ecuador,Ben Williams,1,14,216.62 55 | Italy,Uruguay,Marco Antonio Rodríguez,1,23,123 56 | Cameroon,Croatia,Pedro Proença,1,11,228.4 57 | England,Italy,Björn Kuipers,1,11,226.9 58 | Brazil,Germany,Marco Antonio Rodríguez,1,11,219.3 59 | Belgium,Russia,Felix Brych,1,12,206.91 60 | Portugal,Ghana,Nawaf Shukralla,1,18,117.35 61 | USA,Portugal,Néstor Pitana,1,13,223.92 62 | Nigeria,Argentina,Nicola Rizzoli,1,12,240.55 63 | Netherlands,Mexico,Pedro Proença,1,8,319.14 64 | Argentina,Belgium,Nicola Rizzoli,1,10,300.44 65 | Costa Rica,England,Djamel Haimoudi,1,14,184 66 | Korea Republic,Algeria,Wilmar Roldán,2,15,189.64 67 | Costa Rica,Greece,Ben Williams,2,16,188.8 68 | Netherlands,Chile,Bakary Gassama,2,16,144.07 69 | Côte d'Ivoire,Japan,Enrique Osses,2,12,222.73 70 | Japan,Colombia,Pedro Proença,2,11,253.5 71 | Argentina,Iran,Milorad Mažić,2,9,311.25 72 | Australia,Spain,Nawaf Shukralla,2,10,296.56 73 | Croatia,Mexico,Ravshan Irmatov,2,12,251.18 74 | Greece,Côte d'Ivoire,Carlos Vera,2,13,217.17 75 | Nigeria,Bosnia and Herzegovina,Peter O'Leary,2,11,217.9 76 | Iran,Nigeria,Carlos Vera,2,17,167.25 77 | Germany,Ghana,Sandro Ricci,2,18,159.76 78 | Brazil,Chile,Howard Webb,2,12,242.82 79 | Russia,Korea Republic,Néstor Pitana,2,12,236.27 80 | Ghana,USA,Jonas Eriksson,2,11,243.2 81 | Switzerland,France,Björn Kuipers,2,13,197.83 82 | Italy,Costa Rica,Enrique Osses,2,16,164.07 83 | France,Honduras,Sandro Ricci,2,14,191.85 84 | Brazil,Colombia,Carlos Velasco,2,28,107.56 85 | Ecuador,France,Noumandiez Doué,2,9,324.75 86 | Brazil,Mexico,Cüneyt Çakır,2,13,221.17 87 | USA,Germany,Ravshan Irmatov,2,13,177 88 | France,Germany,Néstor Pitana,2,20,140.32 89 | Netherlands,Costa Rica,Ravshan Irmatov,2,9,296.62 90 | Korea Republic,Belgium,Ben Williams,2,8,387 91 | Germany,Argentina,Nicola Rizzoli,2,12,202.55 92 | Colombia,Greece,Mark Geiger,2,21,130.3 93 | Netherlands,Argentina,Cüneyt Çakır,2,9,278.5 94 | Spain,Netherlands,Nicola Rizzoli,2,8,380.86 95 | Colombia,Côte d'Ivoire,Howard Webb,2,14,218.92 96 | Switzerland,Ecuador,Ravshan Irmatov,2,10,262.33 97 | Australia,Netherlands,Djamel Haimoudi,2,20,144.79 98 | Brazil,Croatia,Yuichi Nishimura,2,16,147.2 99 | Honduras,Switzerland,Néstor Pitana,2,11,268.7 100 | Cameroon,Brazil,Jonas Eriksson,2,19,151.67 101 | Japan,Greece,Joel Aguilar,2,18,164.18 102 | Germany,Algeria,Sandro Ricci,2,12,221 103 | Spain,Chile,Mark Geiger,2,9,328.88 104 | Belgium,USA,Djamel Haimoudi,2,10,242.33 105 | Colombia,Uruguay,Björn Kuipers,2,13,219.08 106 | Uruguay,Costa Rica,Felix Brych,2,20,145.16 107 | Germany,Portugal,Milorad Mažić,2,10,293 108 | Brazil,Netherlands,Djamel Haimoudi,2,17,179.25 109 | Mexico,Cameroon,Wilmar Roldán,2,8,331 110 | Argentina,Switzerland,Jonas Eriksson,2,17,162.06 111 | France,Nigeria,Mark Geiger,2,13,207.67 112 | Chile,Australia,Noumandiez Doué,2,11,189.5 113 | Argentina,Bosnia and Herzegovina,Joel Aguilar,2,10,261.67 114 | Algeria,Russia,Cüneyt Çakır,2,16,183.47 115 | Bosnia and Herzegovina,Iran,Wilmar Roldán,2,16,178.6 116 | Belgium,Algeria,Marco Antonio Rodríguez,2,23,125.5 117 | Uruguay,England,Carlos Velasco,2,12,208.73 118 | Honduras,Ecuador,Ben Williams,2,17,170.44 119 | Italy,Uruguay,Marco Antonio Rodríguez,2,14,219.69 120 | Cameroon,Croatia,Pedro Proença,2,9,281.38 121 | England,Italy,Björn Kuipers,2,8,299 122 | Brazil,Germany,Marco Antonio Rodríguez,2,12,243.64 123 | Belgium,Russia,Felix Brych,2,10,291.11 124 | Portugal,Ghana,Nawaf Shukralla,2,18,166.12 125 | USA,Portugal,Néstor Pitana,2,10,252.56 126 | Nigeria,Argentina,Nicola Rizzoli,2,10,317.78 127 | Netherlands,Mexico,Pedro Proença,2,10,301.56 128 | Argentina,Belgium,Nicola Rizzoli,2,16,168.93 129 | Costa Rica,England,Djamel Haimoudi,2,20,126.37 130 | Costa Rica,Greece,Ben Williams,3,4,223.67 131 | Brazil,Chile,Howard Webb,3,9,100 132 | Netherlands,Costa Rica,Ravshan Irmatov,3,2,145 133 | Germany,Argentina,Nicola Rizzoli,3,5,159.5 134 | Netherlands,Argentina,Cüneyt Çakır,3,4,283.33 135 | Germany,Algeria,Sandro Ricci,3,2,534 136 | Belgium,USA,Djamel Haimoudi,3,4,243.33 137 | Argentina,Switzerland,Jonas Eriksson,3,4,165.67 138 | Costa Rica,Greece,Ben Williams,4,2,755 139 | Brazil,Chile,Howard Webb,4,5,116.75 140 | Netherlands,Costa Rica,Ravshan Irmatov,4,3,381.5 141 | Germany,Argentina,Nicola Rizzoli,4,8,123.86 142 | Netherlands,Argentina,Cüneyt Çakır,4,2,346 143 | Germany,Algeria,Sandro Ricci,4,3,239.5 144 | Belgium,USA,Djamel Haimoudi,4,7,88.5 145 | Argentina,Switzerland,Jonas Eriksson,4,6,192.8 146 | -------------------------------------------------------------------------------- /english-premier-league-2011-2012/Penalties.csv: -------------------------------------------------------------------------------- 1 | Matchday,Home Team,Away Team,Penalty Taker,Foul,Outcome,Time,Stoppage 2 | 1,Blackburn Rovers,Wolverhampton Wanderers,Kevin Doyle,Reckless challenge,Save,47, 3 | 1,Liverpool,Sunderland,Luis Suárez,Reckless challenge,Over crossbar,6, 4 | 1,Wigan Athletic,Norwich City,Ben Watson,Reckless challenge,Goal,21, 5 | 2,Norwich City,Stoke City,Jonathan Walters,Professional foul,Save,65, 6 | 2,Swansea City,Wigan Athletic,Ben Watson,Reckless challenge,Save,73, 7 | 3,Blackburn Rovers,Everton,Junior Hoilett,Reckless challenge,Save,47, 8 | 3,Blackburn Rovers,Everton,Mauro Formica,Reckless challenge,Hit post,84, 9 | 3,Blackburn Rovers,Everton,Mikel Arteta,Reckless challenge,Goal,90,2 10 | 3,Chelsea,Norwich City,Frank Lampard,Professional foul,Goal,82, 11 | 3,Manchester United,Arsenal,Robin van Persie,Holding,Save,27, 12 | 3,Manchester United,Arsenal,Wayne Rooney,Reckless challenge,Goal,81, 13 | 4,Everton,Aston Villa,Leighton Baines,Reckless challenge,Goal,69, 14 | 4,Manchester City,Wigan Athletic,Carlos Tevez,Reckless challenge,Save,18, 15 | 4,Norwich City,West Bromwich Albion,Peter Odemwingie,Reckless challenge,Save,76, 16 | 4,Stoke City,Liverpool,Jonathan Walters,Reckless challenge,Goal,21, 17 | 5,Bolton Wanderers,Norwich City,Martin Petrov,Reckless challenge,Goal,64, 18 | 5,Manchester United,Chelsea,Wayne Rooney,Reckless challenge,Wide of post,57, 19 | 5,Swansea City,West Bromwich Albion,Scott Sinclair,Reckless challenge,Goal,14, 20 | 6,Queens Park Rangers,Aston Villa,Barry Bannan,Reckless challenge,Goal,58, 21 | 7,Everton,Liverpool,Dirk Kuyt,Reckless challenge,Save,44, 22 | 7,Fulham,Queens Park Rangers,Danny Murphy,Reckless challenge,Goal,20, 23 | 7,Swansea City,Stoke City,Scott Sinclair,Reckless challenge,Goal,9, 24 | 8,Newcastle United,Tottenham Hotspur,Rafael van der Vaart,Reckless challenge,Goal,40, 25 | 8,Wigan Athletic,Bolton Wanderers,Kevin Davies,Reckless challenge,Save,73, 26 | 9,Aston Villa,West Bromwich Albion,Darren Bent,Reckless challenge,Goal,23, 27 | 9,Aston Villa,West Bromwich Albion,Chris Brunt,Reckless challenge,Wide of post,36, 28 | 9,Queens Park Rangers,Chelsea,Heiðar Helguson,Reckless challenge,Goal,10, 29 | 10,Manchester City,Wolverhampton Wanderers,Stephen Hunt,Reckless challenge,Goal,75, 30 | 10,Norwich City,Blackburn Rovers,Grant Holt,Handball,Goal,90,4 31 | 10,Stoke City,Newcastle United,Jonathan Walters,Reckless challenge,Goal,75, 32 | 10,Stoke City,Newcastle United,Demba Ba,Reckless challenge,Goal,81, 33 | 10,Swansea City,Bolton Wanderers,Scott Sinclair,Reckless challenge,Goal,57, 34 | 10,West Bromwich Albion,Liverpool,Charlie Adam,Reckless challenge,Goal,9, 35 | 11,Wolverhampton Wanderers,Wigan Athletic,Ben Watson,Reckless challenge,Save,42, 36 | 12,Everton,Wolverhampton Wanderers,Stephen Hunt,Reckless challenge,Goal,37, 37 | 12,Everton,Wolverhampton Wanderers,Leighton Baines,Reckless challenge,Goal,83, 38 | 12,Manchester City,Newcastle United,Mario Balotelli,Handball,Goal,41, 39 | 12,Manchester City,Newcastle United,Sergio Agüero,Reckless challenge,Goal,72, 40 | 12,West Bromwich Albion,Bolton Wanderers,Ivan Klasnić,Reckless challenge,Goal,21, 41 | 12,Wigan Athletic,Blackburn Rovers,Yakubu,Reckless challenge,Goal,90,9 42 | 13,Manchester United,Newcastle United,Demba Ba,Reckless challenge,Goal,64, 43 | 13,Sunderland,Wigan Athletic,Jordi Gómez,Reckless challenge,Goal,44, 44 | 13,West Bromwich Albion,Tottenham Hotspur,Emmanuel Adebayor,Reckless challenge,Save,25, 45 | 14,Blackburn Rovers,Swansea City,Yakubu,Reckless challenge,Goal,82, 46 | 14,Newcastle United,Chelsea,Frank Lampard,Reckless challenge,Save,14, 47 | 14,Wolverhampton Wanderers,Sunderland,Sebastian Larsson,Reckless challenge,Save,73, 48 | 15,Chelsea,Manchester City,Frank Lampard,Handball,Goal,82, 49 | 15,Stoke City,Tottenham Hotspur,Emmanuel Adebayor,Reckless challenge,Goal,62, 50 | 15,Swansea City,Fulham,Clint Dempsey,Reckless challenge,Save,87, 51 | 15,West Bromwich Albion,Wigan Athletic,Jordi Gómez,Reckless challenge,Goal,57, 52 | 16,Wolverhampton Wanderers,Stoke City,Stephen Hunt,Reckless challenge,Goal,17, 53 | 17,Aston Villa,Arsenal,Robin van Persie,Reckless challenge,Goal,17, 54 | 17,Wigan Athletic,Liverpool,Charlie Adam,Handball,Save,51, 55 | 18,Manchester United,Wigan Athletic,Dimitar Berbatov,Reckless challenge,Goal,78, 56 | 18,Sunderland,Everton,Leighton Baines,Reckless challenge,Goal,51, 57 | 19,Chelsea,Aston Villa,Didier Drogba,Reckless challenge,Goal,23, 58 | 19,Manchester United,Blackburn Rovers,Yakubu,Reckless challenge,Goal,16, 59 | 19,Stoke City,Wigan Athletic,Jonathan Walters,Handball,Goal,77, 60 | 19,Stoke City,Wigan Athletic,Ben Watson,Reckless challenge,Goal,87, 61 | 20,Manchester City,Liverpool,James Milner,Reckless challenge,Goal,75, 62 | 21,Manchester United,Bolton Wanderers,Wayne Rooney,Reckless challenge,Save,22, 63 | 21,Swansea City,Arsenal,Scott Sinclair,Reckless challenge,Goal,16, 64 | 21,West Bromwich Albion,Norwich City,Shane Long,Reckless challenge,Goal,68, 65 | 22,Fulham,Newcastle United,Danny Murphy,Reckless challenge,Goal,52, 66 | 22,Fulham,Newcastle United,Bobby Zamora,Reckless challenge,Goal,69, 67 | 22,Manchester City,Tottenham Hotspur,Mario Balotelli,Reckless challenge,Goal,90,5 68 | 22,Queens Park Rangers,Wigan Athletic,Heiðar Helguson,Handball,Goal,33, 69 | 22,Stoke City,West Bromwich Albion,Jonathan Walters,Reckless challenge,Save,72, 70 | 22,Wolverhampton Wanderers,Aston Villa,Darren Bent,Reckless challenge,Goal,11, 71 | 23,Blackburn Rovers,Newcastle United,David Dunn,Reckless challenge,Save,44, 72 | 23,Manchester United,Stoke City,Javier Hernández,Reckless challenge,Goal,38, 73 | 23,Manchester United,Stoke City,Dimitar Berbatov,Reckless challenge,Goal,53, 74 | 24,Chelsea,Manchester United,Wayne Rooney,Reckless challenge,Goal,58, 75 | 24,Chelsea,Manchester United,Wayne Rooney,Reckless challenge,Goal,69, 76 | 24,Manchester City,Fulham,Sergio Agüero,Reckless challenge,Goal,10, 77 | 25,Swansea City,Norwich City,Danny Graham,Holding,Goal,87, 78 | 26,Arsenal,Tottenham Hotspur,Emmanuel Adebayor,Reckless challenge,Goal,34, 79 | 27,Liverpool,Arsenal,Dirk Kuyt,Reckless challenge,Save,19, 80 | 27,Newcastle United,Sunderland,Nicklas Bendtner,Reckless challenge,Goal,25, 81 | 27,Newcastle United,Sunderland,Demba Ba,Reckless challenge,Save,82, 82 | 28,Manchester United,West Bromwich Albion,Wayne Rooney,Reckless challenge,Goal,71, 83 | 28,Swansea City,Manchester City,Scott Sinclair,Reckless challenge,Save,7, 84 | 29,Aston Villa,Bolton Wanderers,Martin Petrov,Reckless challenge,Goal,62, 85 | 29,Manchester City,Chelsea,Sergio Agüero,Handball,Goal,78, 86 | 30,Liverpool,Wigan Athletic,Shaun Maloney,Reckless challenge,Goal,30, 87 | 30,Norwich City,Wolverhampton Wanderers,Grant Holt,Handball,Goal,45,1 88 | 31,Manchester City,Sunderland,Mario Balotelli,Reckless challenge,Goal,43, 89 | 31,Wolverhampton Wanderers,Bolton Wanderers,Martin Petrov,Reckless challenge,Goal,63, 90 | 32,Manchester United,Queens Park Rangers,Wayne Rooney,Professional foul,Goal,15, 91 | 33,Blackburn Rovers,Liverpool,Yakubu,Professional foul,Save,27, 92 | 33,Blackburn Rovers,Liverpool,Yakubu,Reckless challenge,Goal,61, 93 | 33,Fulham,Chelsea,Frank Lampard,Reckless challenge,Goal,45, 94 | 33,Wolverhampton Wanderers,Arsenal,Robin van Persie,Reckless challenge,Goal,9, 95 | 34,Manchester United,Aston Villa,Wayne Rooney,Reckless challenge,Goal,7, 96 | 36,Everton,Fulham,Nikica Jelavić,Handball,Goal,4, 97 | 37,Aston Villa,Tottenham Hotspur,Emmanuel Adebayor,Reckless challenge,Goal,61, 98 | 37,Bolton Wanderers,West Bromwich Albion,Martin Petrov,Reckless challenge,Goal,24, 99 | 37,Liverpool,Chelsea,Stewart Downing,Reckless challenge,Hit post,45,2 100 | 38,Stoke City,Bolton Wanderers,Jonathan Walters,Reckless challenge,Goal,77, 101 | -------------------------------------------------------------------------------- /football-match-weather-conditions/italian-serie-a-2016-17.csv: -------------------------------------------------------------------------------- 1 | Matchday,Home Team,Away Team,Kickoff Temp,Kickoff Humidity 2 | 1,Roma,Udinese,, 3 | 1,Juventus,Fiorentina,, 4 | 1,Milan,Torino,, 5 | 1,Atalanta,Lazio,, 6 | 1,Bologna,Crotone,, 7 | 1,Chievo Verona,Inter,, 8 | 1,Empoli,Sampdoria,, 9 | 1,Genoa,Cagliari,, 10 | 1,Palermo,Sassuolo,, 11 | 1,Pescara,Napoli,, 12 | 2,Lazio,Juventus,, 13 | 2,Napoli,Milan,, 14 | 2,Inter,Palermo,, 15 | 2,Cagliari,Roma,, 16 | 2,Crotone,Genoa,, 17 | 2,Fiorentina,Chievo Verona,, 18 | 2,Sampdoria,Atalanta,, 19 | 2,Sassuolo,Pescara,, 20 | 2,Torino,Bologna,, 21 | 2,Udinese,Empoli,, 22 | 3,Juventus,Sassuolo,, 23 | 3,Palermo,Napoli,, 24 | 3,Bologna,Cagliari,, 25 | 3,Atalanta,Torino,, 26 | 3,Chievo Verona,Lazio,, 27 | 3,Milan,Udinese,, 28 | 3,Roma,Sampdoria,, 29 | 3,Pescara,Inter,, 30 | 3,Empoli,Crotone,, 31 | 3,Genoa,Fiorentina,, 32 | 4,Sampdoria,Milan,, 33 | 4,Lazio,Pescara,, 34 | 4,Napoli,Bologna,, 35 | 4,Udinese,Chievo Verona,, 36 | 4,Cagliari,Atalanta,, 37 | 4,Crotone,Palermo,, 38 | 4,Sassuolo,Genoa,, 39 | 4,Torino,Empoli,, 40 | 4,Inter,Juventus,, 41 | 4,Fiorentina,Roma,, 42 | 5,Milan,Lazio,, 43 | 5,Bologna,Sampdoria,, 44 | 5,Atalanta,Palermo,, 45 | 5,Chievo Verona,Sassuolo,, 46 | 5,Empoli,Inter,, 47 | 5,Genoa,Napoli,, 48 | 5,Juventus,Cagliari,, 49 | 5,Pescara,Torino,, 50 | 5,Roma,Crotone,, 51 | 5,Udinese,Fiorentina,, 52 | 6,Palermo,Juventus,, 53 | 6,Napoli,Chievo Verona,, 54 | 6,Torino,Roma,, 55 | 6,Genoa,Pescara,, 56 | 6,Inter,Bologna,, 57 | 6,Lazio,Empoli,, 58 | 6,Sassuolo,Udinese,, 59 | 6,Fiorentina,Milan,, 60 | 6,Crotone,Atalanta,, 61 | 6,Cagliari,Sampdoria,, 62 | 7,Pescara,Chievo Verona,, 63 | 7,Udinese,Lazio,, 64 | 7,Empoli,Juventus,, 65 | 7,Atalanta,Napoli,, 66 | 7,Bologna,Genoa,, 67 | 7,Cagliari,Crotone,, 68 | 7,Sampdoria,Palermo,, 69 | 7,Milan,Sassuolo,, 70 | 7,Torino,Fiorentina,, 71 | 7,Roma,Inter,, 72 | 8,Napoli,Roma,, 73 | 8,Pescara,Sampdoria,, 74 | 8,Juventus,Udinese,, 75 | 8,Fiorentina,Atalanta,, 76 | 8,Genoa,Empoli,, 77 | 8,Inter,Cagliari,, 78 | 8,Lazio,Bologna,, 79 | 8,Sassuolo,Crotone,, 80 | 8,Chievo Verona,Milan,, 81 | 8,Palermo,Torino,, 82 | 9,Sampdoria,Genoa,, 83 | 9,Milan,Juventus,, 84 | 9,Udinese,Pescara,, 85 | 9,Atalanta,Inter,, 86 | 9,Cagliari,Fiorentina,, 87 | 9,Crotone,Napoli,, 88 | 9,Empoli,Chievo Verona,, 89 | 9,Torino,Lazio,, 90 | 9,Bologna,Sassuolo,, 91 | 9,Roma,Palermo,, 92 | 10,Genoa,Milan,, 93 | 10,Chievo Verona,Bologna,, 94 | 10,Fiorentina,Crotone,, 95 | 10,Inter,Torino,, 96 | 10,Juventus,Sampdoria,, 97 | 10,Lazio,Cagliari,, 98 | 10,Napoli,Empoli,, 99 | 10,Pescara,Atalanta,, 100 | 10,Sassuolo,Roma,, 101 | 10,Palermo,Udinese,, 102 | 11,Bologna,Fiorentina,, 103 | 11,Juventus,Napoli,, 104 | 11,Atalanta,Genoa,, 105 | 11,Crotone,Chievo Verona,, 106 | 11,Empoli,Roma,, 107 | 11,Lazio,Sassuolo,, 108 | 11,Milan,Pescara,, 109 | 11,Sampdoria,Inter,, 110 | 11,Udinese,Torino,, 111 | 11,Cagliari,Palermo,, 112 | 12,Torino,Cagliari,, 113 | 12,Napoli,Lazio,, 114 | 12,Pescara,Empoli,, 115 | 12,Chievo Verona,Juventus,, 116 | 12,Genoa,Udinese,, 117 | 12,Palermo,Milan,, 118 | 12,Sassuolo,Atalanta,, 119 | 12,Fiorentina,Sampdoria,, 120 | 12,Inter,Crotone,, 121 | 12,Roma,Bologna,, 122 | 13,Chievo Verona,Cagliari,, 123 | 13,Udinese,Napoli,, 124 | 13,Juventus,Pescara,, 125 | 13,Sampdoria,Sassuolo,, 126 | 13,Atalanta,Roma,, 127 | 13,Bologna,Palermo,, 128 | 13,Crotone,Torino,, 129 | 13,Empoli,Fiorentina,, 130 | 13,Lazio,Genoa,, 131 | 13,Milan,Inter,, 132 | 14,Torino,Chievo Verona,, 133 | 14,Empoli,Milan,, 134 | 14,Palermo,Lazio,, 135 | 14,Bologna,Atalanta,, 136 | 14,Cagliari,Udinese,, 137 | 14,Crotone,Sampdoria,, 138 | 14,Genoa,Juventus,, 139 | 14,Roma,Pescara,, 140 | 14,Napoli,Sassuolo,, 141 | 14,Inter,Fiorentina,, 142 | 15,Napoli,Inter,, 143 | 15,Juventus,Atalanta,, 144 | 15,Milan,Crotone,, 145 | 15,Lazio,Roma,, 146 | 15,Pescara,Cagliari,, 147 | 15,Sampdoria,Torino,, 148 | 15,Sassuolo,Empoli,, 149 | 15,Fiorentina,Palermo,, 150 | 15,Chievo Verona,Genoa,, 151 | 15,Udinese,Bologna,, 152 | 16,Crotone,Pescara,, 153 | 16,Sampdoria,Lazio,, 154 | 16,Cagliari,Napoli,, 155 | 16,Atalanta,Udinese,, 156 | 16,Bologna,Empoli,, 157 | 16,Palermo,Chievo Verona,, 158 | 16,Torino,Juventus,, 159 | 16,Inter,Genoa,, 160 | 16,Fiorentina,Sassuolo,, 161 | 16,Roma,Milan,, 162 | 17,Empoli,Cagliari,, 163 | 17,Milan,Atalanta,, 164 | 17,Juventus,Roma,, 165 | 17,Sassuolo,Inter,, 166 | 17,Chievo Verona,Sampdoria,, 167 | 17,Napoli,Torino,, 168 | 17,Pescara,Bologna,, 169 | 17,Udinese,Crotone,, 170 | 17,Genoa,Palermo,, 171 | 17,Lazio,Fiorentina,, 172 | 18,Atalanta,Empoli,, 173 | 18,Inter,Lazio,, 174 | 18,Bologna,Milan,, 175 | 18,Cagliari,Sassuolo,, 176 | 18,Crotone,Juventus,, 177 | 18,Fiorentina,Napoli,, 178 | 18,Palermo,Pescara,, 179 | 18,Roma,Chievo Verona,, 180 | 18,Sampdoria,Udinese,, 181 | 18,Torino,Genoa,, 182 | 19,Chievo Verona,Atalanta,, 183 | 19,Empoli,Palermo,, 184 | 19,Genoa,Roma,, 185 | 19,Juventus,Bologna,, 186 | 19,Lazio,Crotone,, 187 | 19,Milan,Cagliari,, 188 | 19,Napoli,Sampdoria,, 189 | 19,Pescara,Fiorentina,, 190 | 19,Sassuolo,Torino,, 191 | 19,Udinese,Inter,, 192 | 20,Cagliari,Genoa,, 193 | 20,Crotone,Bologna,, 194 | 20,Fiorentina,Juventus,, 195 | 20,Inter,Chievo Verona,, 196 | 20,Lazio,Atalanta,, 197 | 20,Napoli,Pescara,, 198 | 20,Sampdoria,Empoli,, 199 | 20,Sassuolo,Palermo,, 200 | 20,Torino,Milan,, 201 | 20,Udinese,Roma,, 202 | 21,Atalanta,Sampdoria,, 203 | 21,Bologna,Torino,, 204 | 21,Chievo Verona,Fiorentina,, 205 | 21,Empoli,Udinese,, 206 | 21,Genoa,Crotone,, 207 | 21,Juventus,Lazio,, 208 | 21,Milan,Napoli,, 209 | 21,Palermo,Inter,, 210 | 21,Pescara,Sassuolo,, 211 | 21,Roma,Cagliari,, 212 | 22,Cagliari,Bologna,, 213 | 22,Crotone,Empoli,, 214 | 22,Fiorentina,Genoa,, 215 | 22,Inter,Pescara,, 216 | 22,Lazio,Chievo Verona,, 217 | 22,Napoli,Palermo,, 218 | 22,Sampdoria,Roma,, 219 | 22,Sassuolo,Juventus,, 220 | 22,Torino,Atalanta,, 221 | 22,Udinese,Milan,, 222 | 23,Atalanta,Cagliari,, 223 | 23,Bologna,Napoli,, 224 | 23,Chievo Verona,Udinese,, 225 | 23,Empoli,Torino,, 226 | 23,Genoa,Sassuolo,, 227 | 23,Juventus,Inter,, 228 | 23,Milan,Sampdoria,, 229 | 23,Palermo,Crotone,, 230 | 23,Pescara,Lazio,, 231 | 23,Roma,Fiorentina,, 232 | 24,Cagliari,Juventus,, 233 | 24,Crotone,Roma,, 234 | 24,Fiorentina,Udinese,, 235 | 24,Inter,Empoli,, 236 | 24,Lazio,Milan,, 237 | 24,Napoli,Genoa,, 238 | 24,Palermo,Atalanta,, 239 | 24,Sampdoria,Bologna,, 240 | 24,Sassuolo,Chievo Verona,, 241 | 24,Torino,Pescara,, 242 | 25,Atalanta,Crotone,, 243 | 25,Bologna,Inter,, 244 | 25,Chievo Verona,Napoli,, 245 | 25,Empoli,Lazio,, 246 | 25,Juventus,Palermo,, 247 | 25,Milan,Fiorentina,, 248 | 25,Pescara,Genoa,, 249 | 25,Roma,Torino,, 250 | 25,Sampdoria,Cagliari,, 251 | 25,Udinese,Sassuolo,, 252 | 26,Chievo Verona,Pescara,, 253 | 26,Crotone,Cagliari,, 254 | 26,Fiorentina,Torino,, 255 | 26,Genoa,Bologna,, 256 | 26,Inter,Roma,, 257 | 26,Juventus,Empoli,, 258 | 26,Lazio,Udinese,, 259 | 26,Napoli,Atalanta,, 260 | 26,Palermo,Sampdoria,, 261 | 26,Sassuolo,Milan,, 262 | 27,Atalanta,Fiorentina,, 263 | 27,Bologna,Lazio,, 264 | 27,Cagliari,Inter,, 265 | 27,Crotone,Sassuolo,, 266 | 27,Empoli,Genoa,, 267 | 27,Milan,Chievo Verona,, 268 | 27,Roma,Napoli,, 269 | 27,Sampdoria,Pescara,, 270 | 27,Torino,Palermo,, 271 | 27,Udinese,Juventus,, 272 | 28,Chievo Verona,Empoli,, 273 | 28,Fiorentina,Cagliari,, 274 | 28,Genoa,Sampdoria,, 275 | 28,Inter,Atalanta,, 276 | 28,Juventus,Milan,, 277 | 28,Lazio,Torino,, 278 | 28,Napoli,Crotone,, 279 | 28,Palermo,Roma,, 280 | 28,Pescara,Udinese,, 281 | 28,Sassuolo,Bologna,, 282 | 29,Atalanta,Pescara,, 283 | 29,Bologna,Chievo Verona,, 284 | 29,Cagliari,Lazio,, 285 | 29,Crotone,Fiorentina,, 286 | 29,Empoli,Napoli,, 287 | 29,Milan,Genoa,, 288 | 29,Roma,Sassuolo,, 289 | 29,Sampdoria,Juventus,, 290 | 29,Torino,Inter,, 291 | 29,Udinese,Palermo,, 292 | 30,Chievo Verona,Crotone,, 293 | 30,Fiorentina,Bologna,, 294 | 30,Genoa,Atalanta,, 295 | 30,Inter,Sampdoria,, 296 | 30,Napoli,Juventus,, 297 | 30,Palermo,Cagliari,, 298 | 30,Pescara,Milan,, 299 | 30,Roma,Empoli,, 300 | 30,Sassuolo,Lazio,, 301 | 30,Torino,Udinese,, 302 | 31,Atalanta,Sassuolo,, 303 | 31,Bologna,Roma,, 304 | 31,Cagliari,Torino,, 305 | 31,Crotone,Inter,, 306 | 31,Empoli,Pescara,, 307 | 31,Juventus,Chievo Verona,, 308 | 31,Lazio,Napoli,, 309 | 31,Milan,Palermo,, 310 | 31,Sampdoria,Fiorentina,, 311 | 31,Udinese,Genoa,, 312 | 32,Cagliari,Chievo Verona,, 313 | 32,Fiorentina,Empoli,, 314 | 32,Genoa,Lazio,, 315 | 32,Inter,Milan,, 316 | 32,Napoli,Udinese,, 317 | 32,Palermo,Bologna,, 318 | 32,Pescara,Juventus,, 319 | 32,Roma,Atalanta,, 320 | 32,Sassuolo,Sampdoria,, 321 | 32,Torino,Crotone,, 322 | 33,Atalanta,Bologna,, 323 | 33,Chievo Verona,Torino,, 324 | 33,Fiorentina,Inter,, 325 | 33,Juventus,Genoa,, 326 | 33,Lazio,Palermo,, 327 | 33,Milan,Empoli,, 328 | 33,Pescara,Roma,, 329 | 33,Sampdoria,Crotone,, 330 | 33,Sassuolo,Napoli,, 331 | 33,Udinese,Cagliari,, 332 | 34,Atalanta,Juventus,, 333 | 34,Bologna,Udinese,, 334 | 34,Cagliari,Pescara,, 335 | 34,Crotone,Milan,, 336 | 34,Empoli,Sassuolo,, 337 | 34,Genoa,Chievo Verona,, 338 | 34,Inter,Napoli,, 339 | 34,Palermo,Fiorentina,, 340 | 34,Roma,Lazio,, 341 | 34,Torino,Sampdoria,, 342 | 35,Chievo Verona,Palermo,, 343 | 35,Empoli,Bologna,, 344 | 35,Genoa,Inter,, 345 | 35,Juventus,Torino,, 346 | 35,Lazio,Sampdoria,, 347 | 35,Milan,Roma,, 348 | 35,Napoli,Cagliari,, 349 | 35,Pescara,Crotone,, 350 | 35,Sassuolo,Fiorentina,, 351 | 35,Udinese,Atalanta,, 352 | 36,Atalanta,Milan,, 353 | 36,Bologna,Pescara,, 354 | 36,Cagliari,Empoli,, 355 | 36,Crotone,Udinese,, 356 | 36,Fiorentina,Lazio,, 357 | 36,Inter,Sassuolo,, 358 | 36,Palermo,Genoa,, 359 | 36,Roma,Juventus,, 360 | 36,Sampdoria,Chievo Verona,, 361 | 36,Torino,Napoli,, 362 | 37,Chievo Verona,Roma,, 363 | 37,Empoli,Atalanta,, 364 | 37,Genoa,Torino,, 365 | 37,Juventus,Crotone,, 366 | 37,Lazio,Inter,, 367 | 37,Milan,Bologna,, 368 | 37,Napoli,Fiorentina,, 369 | 37,Pescara,Palermo,, 370 | 37,Sassuolo,Cagliari,, 371 | 37,Udinese,Sampdoria,, 372 | 38,Atalanta,Chievo Verona,, 373 | 38,Bologna,Juventus,, 374 | 38,Cagliari,Milan,, 375 | 38,Crotone,Lazio,, 376 | 38,Fiorentina,Pescara,, 377 | 38,Inter,Udinese,, 378 | 38,Palermo,Empoli,, 379 | 38,Roma,Genoa,, 380 | 38,Sampdoria,Napoli,, 381 | 38,Torino,Sassuolo,, 382 | -------------------------------------------------------------------------------- /jleague-effective-time/JLeague1_2014_Time.csv: -------------------------------------------------------------------------------- 1 | home_team,away_team,apt 2 | Vegalta Sendai,Sanfrecce Hiroshima,4205 3 | Sanfrecce Hiroshima,Sagan Tosu,4007 4 | Urawa Reds,Sanfrecce Hiroshima,3993 5 | Kawasaki Frontale,Sanfrecce Hiroshima,3983 6 | Gamba Osaka,Urawa Reds,3978 7 | Kashiwa Reysol,Urawa Reds,3943 8 | Tokushima Vortis,Kawasaki Frontale,3939 9 | Tokushima Vortis,Gamba Osaka,3910 10 | Cerezo Osaka,Sanfrecce Hiroshima,3902 11 | Vissel Kobe,Sanfrecce Hiroshima,3871 12 | Urawa Reds,Ventforet Kofu,3871 13 | Sanfrecce Hiroshima,Kawasaki Frontale,3857 14 | Sanfrecce Hiroshima,Cerezo Osaka,3845 15 | Albirex Niigata,Sanfrecce Hiroshima,3833 16 | Sagan Tosu,Sanfrecce Hiroshima,3829 17 | Sanfrecce Hiroshima,Urawa Reds,3818 18 | FC Tokyo,Ventforet Kofu,3798 19 | Kawasaki Frontale,Tokushima Vortis,3792 20 | Omiya Ardija,Ventforet Kofu,3787 21 | Urawa Reds,FC Tokyo,3783 22 | Tokushima Vortis,Kashiwa Reysol,3782 23 | Shimizu S-Pulse,Sanfrecce Hiroshima,3781 24 | Urawa Reds,Vegalta Sendai,3780 25 | Kawasaki Frontale,Ventforet Kofu,3780 26 | Sanfrecce Hiroshima,Vegalta Sendai,3773 27 | Kawasaki Frontale,Gamba Osaka,3765 28 | Kashiwa Reysol,Omiya Ardija,3759 29 | Kashiwa Reysol,Cerezo Osaka,3756 30 | Sanfrecce Hiroshima,Vissel Kobe,3755 31 | Sanfrecce Hiroshima,Yokohama F-Marinos,3734 32 | Ventforet Kofu,Albirex Niigata,3733 33 | Vegalta Sendai,Kawasaki Frontale,3731 34 | Ventforet Kofu,Yokohama F-Marinos,3728 35 | Sanfrecce Hiroshima,Ventforet Kofu,3722 36 | Kawasaki Frontale,Kashiwa Reysol,3718 37 | Urawa Reds,Shimizu S-Pulse,3714 38 | Yokohama F-Marinos,Sanfrecce Hiroshima,3711 39 | Sanfrecce Hiroshima,Tokushima Vortis,3705 40 | Sanfrecce Hiroshima,Omiya Ardija,3705 41 | Kashiwa Reysol,Gamba Osaka,3701 42 | Kashima Antlers,Sanfrecce Hiroshima,3693 43 | Shimizu S-Pulse,Kawasaki Frontale,3692 44 | Sanfrecce Hiroshima,Albirex Niigata,3691 45 | Vissel Kobe,Kashiwa Reysol,3684 46 | Sanfrecce Hiroshima,Shimizu S-Pulse,3674 47 | Kawasaki Frontale,Yokohama F-Marinos,3674 48 | Vissel Kobe,Ventforet Kofu,3672 49 | Ventforet Kofu,Sanfrecce Hiroshima,3671 50 | FC Tokyo,Sanfrecce Hiroshima,3669 51 | Kashima Antlers,Tokushima Vortis,3668 52 | Sanfrecce Hiroshima,Gamba Osaka,3667 53 | Kashima Antlers,Vegalta Sendai,3661 54 | Kawasaki Frontale,Omiya Ardija,3655 55 | Urawa Reds,Yokohama F-Marinos,3649 56 | Cerezo Osaka,Gamba Osaka,3647 57 | Urawa Reds,Omiya Ardija,3642 58 | Gamba Osaka,Kashima Antlers,3638 59 | Sagan Tosu,Ventforet Kofu,3637 60 | Vegalta Sendai,Gamba Osaka,3635 61 | Ventforet Kofu,FC Tokyo,3635 62 | Gamba Osaka,Sanfrecce Hiroshima,3630 63 | Omiya Ardija,Albirex Niigata,3627 64 | Sagan Tosu,Shimizu S-Pulse,3624 65 | Gamba Osaka,Tokushima Vortis,3622 66 | Vissel Kobe,Yokohama F-Marinos,3620 67 | Kawasaki Frontale,Vegalta Sendai,3613 68 | Urawa Reds,Kawasaki Frontale,3610 69 | Sagan Tosu,Kashiwa Reysol,3608 70 | FC Tokyo,Kawasaki Frontale,3606 71 | Ventforet Kofu,Kawasaki Frontale,3606 72 | Urawa Reds,Kashiwa Reysol,3600 73 | Nagoya Grampus,Omiya Ardija,3597 74 | Ventforet Kofu,Tokushima Vortis,3594 75 | Cerezo Osaka,Vegalta Sendai,3589 76 | Kashima Antlers,Gamba Osaka,3587 77 | Nagoya Grampus,Gamba Osaka,3585 78 | Tokushima Vortis,Vissel Kobe,3583 79 | Albirex Niigata,Ventforet Kofu,3579 80 | Urawa Reds,Gamba Osaka,3578 81 | Albirex Niigata,FC Tokyo,3569 82 | Ventforet Kofu,Urawa Reds,3559 83 | Gamba Osaka,Ventforet Kofu,3555 84 | Ventforet Kofu,Sagan Tosu,3555 85 | Sanfrecce Hiroshima,FC Tokyo,3554 86 | Tokushima Vortis,Urawa Reds,3554 87 | FC Tokyo,Gamba Osaka,3549 88 | Ventforet Kofu,Cerezo Osaka,3549 89 | Omiya Ardija,Cerezo Osaka,3548 90 | Omiya Ardija,Nagoya Grampus,3547 91 | Shimizu S-Pulse,Urawa Reds,3541 92 | Omiya Ardija,Sagan Tosu,3539 93 | Nagoya Grampus,Vegalta Sendai,3539 94 | Kashima Antlers,Cerezo Osaka,3538 95 | Urawa Reds,Nagoya Grampus,3532 96 | Albirex Niigata,Vissel Kobe,3526 97 | Omiya Ardija,Urawa Reds,3525 98 | Nagoya Grampus,Ventforet Kofu,3522 99 | Cerezo Osaka,Kashima Antlers,3522 100 | Vissel Kobe,Tokushima Vortis,3517 101 | Nagoya Grampus,Yokohama F-Marinos,3517 102 | Albirex Niigata,Urawa Reds,3517 103 | Urawa Reds,Sagan Tosu,3515 104 | Cerezo Osaka,Omiya Ardija,3515 105 | Gamba Osaka,Kashiwa Reysol,3513 106 | Kawasaki Frontale,Albirex Niigata,3513 107 | Kashima Antlers,Sagan Tosu,3513 108 | Omiya Ardija,Kawasaki Frontale,3510 109 | Kawasaki Frontale,Kashima Antlers,3505 110 | Nagoya Grampus,Kawasaki Frontale,3505 111 | Tokushima Vortis,Cerezo Osaka,3500 112 | Sanfrecce Hiroshima,Kashima Antlers,3500 113 | Tokushima Vortis,Sanfrecce Hiroshima,3500 114 | Omiya Ardija,Vegalta Sendai,3499 115 | Kawasaki Frontale,Cerezo Osaka,3499 116 | Cerezo Osaka,Sagan Tosu,3495 117 | Kashiwa Reysol,Vissel Kobe,3495 118 | Kashiwa Reysol,Ventforet Kofu,3494 119 | Omiya Ardija,Sanfrecce Hiroshima,3490 120 | Urawa Reds,Kashima Antlers,3488 121 | Sagan Tosu,FC Tokyo,3487 122 | Omiya Ardija,Yokohama F-Marinos,3487 123 | FC Tokyo,Kashiwa Reysol,3481 124 | Nagoya Grampus,Tokushima Vortis,3478 125 | Yokohama F-Marinos,Tokushima Vortis,3476 126 | Kawasaki Frontale,Nagoya Grampus,3473 127 | Gamba Osaka,Vegalta Sendai,3461 128 | Shimizu S-Pulse,Kashiwa Reysol,3460 129 | Omiya Ardija,Kashiwa Reysol,3460 130 | Vissel Kobe,Shimizu S-Pulse,3458 131 | Ventforet Kofu,Kashiwa Reysol,3453 132 | Kashiwa Reysol,Albirex Niigata,3447 133 | Urawa Reds,Cerezo Osaka,3445 134 | Gamba Osaka,Shimizu S-Pulse,3444 135 | Ventforet Kofu,Shimizu S-Pulse,3441 136 | Albirex Niigata,Cerezo Osaka,3438 137 | FC Tokyo,Vegalta Sendai,3433 138 | Kawasaki Frontale,Urawa Reds,3433 139 | Albirex Niigata,Kashiwa Reysol,3429 140 | Albirex Niigata,Gamba Osaka,3428 141 | Yokohama F-Marinos,FC Tokyo,3424 142 | Urawa Reds,Albirex Niigata,3424 143 | Urawa Reds,Vissel Kobe,3423 144 | Ventforet Kofu,Vissel Kobe,3412 145 | Kawasaki Frontale,Vissel Kobe,3408 146 | Sanfrecce Hiroshima,Kashiwa Reysol,3408 147 | Kashiwa Reysol,Yokohama F-Marinos,3404 148 | Yokohama F-Marinos,Urawa Reds,3404 149 | Vissel Kobe,Albirex Niigata,3403 150 | Vissel Kobe,Omiya Ardija,3402 151 | Gamba Osaka,Vissel Kobe,3401 152 | Albirex Niigata,Kawasaki Frontale,3399 153 | Tokushima Vortis,FC Tokyo,3393 154 | Vissel Kobe,Urawa Reds,3388 155 | Kashima Antlers,Vissel Kobe,3388 156 | Nagoya Grampus,Cerezo Osaka,3387 157 | Vegalta Sendai,Vissel Kobe,3386 158 | Cerezo Osaka,Albirex Niigata,3383 159 | Vissel Kobe,Gamba Osaka,3382 160 | FC Tokyo,Cerezo Osaka,3377 161 | Yokohama F-Marinos,Omiya Ardija,3373 162 | Nagoya Grampus,Shimizu S-Pulse,3363 163 | Vissel Kobe,Nagoya Grampus,3359 164 | Vegalta Sendai,Kashiwa Reysol,3358 165 | Gamba Osaka,Albirex Niigata,3355 166 | Vegalta Sendai,Tokushima Vortis,3354 167 | Tokushima Vortis,Kashima Antlers,3342 168 | Vissel Kobe,Cerezo Osaka,3341 169 | Cerezo Osaka,Vissel Kobe,3341 170 | Yokohama F-Marinos,Sagan Tosu,3339 171 | Cerezo Osaka,Yokohama F-Marinos,3339 172 | Kashiwa Reysol,Sagan Tosu,3327 173 | Cerezo Osaka,Shimizu S-Pulse,3322 174 | Nagoya Grampus,Sanfrecce Hiroshima,3322 175 | Kawasaki Frontale,Shimizu S-Pulse,3321 176 | Nagoya Grampus,Urawa Reds,3315 177 | Yokohama F-Marinos,Cerezo Osaka,3310 178 | Vissel Kobe,Vegalta Sendai,3309 179 | Ventforet Kofu,Nagoya Grampus,3307 180 | Omiya Ardija,Gamba Osaka,3306 181 | Yokohama F-Marinos,Vegalta Sendai,3303 182 | Yokohama F-Marinos,Shimizu S-Pulse,3301 183 | Kashima Antlers,Omiya Ardija,3295 184 | Omiya Ardija,Vissel Kobe,3294 185 | Kashiwa Reysol,Kashima Antlers,3294 186 | Tokushima Vortis,Yokohama F-Marinos,3293 187 | Vissel Kobe,FC Tokyo,3286 188 | Shimizu S-Pulse,Gamba Osaka,3282 189 | Yokohama F-Marinos,Kashima Antlers,3281 190 | Yokohama F-Marinos,Ventforet Kofu,3280 191 | Kashima Antlers,Albirex Niigata,3278 192 | Cerezo Osaka,Kawasaki Frontale,3278 193 | Kashiwa Reysol,Shimizu S-Pulse,3278 194 | Kashiwa Reysol,FC Tokyo,3276 195 | Kashiwa Reysol,Tokushima Vortis,3269 196 | Vegalta Sendai,Ventforet Kofu,3268 197 | Ventforet Kofu,Gamba Osaka,3268 198 | Omiya Ardija,Tokushima Vortis,3267 199 | FC Tokyo,Urawa Reds,3264 200 | Cerezo Osaka,Urawa Reds,3262 201 | Kashima Antlers,Urawa Reds,3260 202 | Shimizu S-Pulse,Vissel Kobe,3257 203 | Vegalta Sendai,Urawa Reds,3254 204 | FC Tokyo,Vissel Kobe,3253 205 | Kashima Antlers,Nagoya Grampus,3251 206 | Kawasaki Frontale,Sagan Tosu,3251 207 | Yokohama F-Marinos,Gamba Osaka,3245 208 | Tokushima Vortis,Omiya Ardija,3240 209 | Albirex Niigata,Kashima Antlers,3238 210 | Yokohama F-Marinos,Kawasaki Frontale,3236 211 | Kashiwa Reysol,Kawasaki Frontale,3231 212 | Kashima Antlers,Kawasaki Frontale,3231 213 | Sagan Tosu,Gamba Osaka,3228 214 | Sagan Tosu,Kawasaki Frontale,3222 215 | Gamba Osaka,Omiya Ardija,3219 216 | Nagoya Grampus,Sagan Tosu,3216 217 | Sanfrecce Hiroshima,Nagoya Grampus,3215 218 | FC Tokyo,Omiya Ardija,3210 219 | Kashiwa Reysol,Vegalta Sendai,3203 220 | Sagan Tosu,Nagoya Grampus,3203 221 | FC Tokyo,Tokushima Vortis,3203 222 | Kashima Antlers,Kashiwa Reysol,3203 223 | Shimizu S-Pulse,Omiya Ardija,3197 224 | Ventforet Kofu,Omiya Ardija,3191 225 | Vissel Kobe,Kashima Antlers,3186 226 | Tokushima Vortis,Albirex Niigata,3181 227 | FC Tokyo,Yokohama F-Marinos,3181 228 | Cerezo Osaka,FC Tokyo,3180 229 | Shimizu S-Pulse,Sagan Tosu,3176 230 | Tokushima Vortis,Sagan Tosu,3176 231 | Kashima Antlers,Ventforet Kofu,3173 232 | Kashiwa Reysol,Nagoya Grampus,3164 233 | Sagan Tosu,Cerezo Osaka,3160 234 | FC Tokyo,Shimizu S-Pulse,3159 235 | Omiya Ardija,Shimizu S-Pulse,3156 236 | Albirex Niigata,Tokushima Vortis,3153 237 | Shimizu S-Pulse,Yokohama F-Marinos,3147 238 | Gamba Osaka,FC Tokyo,3147 239 | Gamba Osaka,Cerezo Osaka,3142 240 | Gamba Osaka,Sagan Tosu,3141 241 | Shimizu S-Pulse,Ventforet Kofu,3141 242 | Gamba Osaka,Kawasaki Frontale,3140 243 | Vegalta Sendai,FC Tokyo,3129 244 | Vegalta Sendai,Albirex Niigata,3124 245 | Kashima Antlers,Yokohama F-Marinos,3122 246 | Ventforet Kofu,Kashima Antlers,3118 247 | Shimizu S-Pulse,FC Tokyo,3112 248 | Vissel Kobe,Kawasaki Frontale,3109 249 | Albirex Niigata,Omiya Ardija,3108 250 | Omiya Ardija,FC Tokyo,3108 251 | Yokohama F-Marinos,Nagoya Grampus,3107 252 | Albirex Niigata,Yokohama F-Marinos,3105 253 | Gamba Osaka,Nagoya Grampus,3105 254 | Vegalta Sendai,Nagoya Grampus,3103 255 | Vegalta Sendai,Yokohama F-Marinos,3097 256 | Sagan Tosu,Albirex Niigata,3094 257 | Cerezo Osaka,Tokushima Vortis,3092 258 | Tokushima Vortis,Vegalta Sendai,3090 259 | FC Tokyo,Kashima Antlers,3085 260 | Sagan Tosu,Vissel Kobe,3085 261 | Vegalta Sendai,Cerezo Osaka,3084 262 | Nagoya Grampus,Kashiwa Reysol,3082 263 | Vegalta Sendai,Kashima Antlers,3081 264 | Shimizu S-Pulse,Nagoya Grampus,3079 265 | Yokohama F-Marinos,Albirex Niigata,3079 266 | Gamba Osaka,Yokohama F-Marinos,3077 267 | Sagan Tosu,Yokohama F-Marinos,3070 268 | Ventforet Kofu,Vegalta Sendai,3060 269 | Shimizu S-Pulse,Tokushima Vortis,3059 270 | Vissel Kobe,Sagan Tosu,3057 271 | Cerezo Osaka,Ventforet Kofu,3057 272 | Nagoya Grampus,Vissel Kobe,3055 273 | Yokohama F-Marinos,Kashiwa Reysol,3055 274 | Shimizu S-Pulse,Albirex Niigata,3054 275 | Albirex Niigata,Nagoya Grampus,3053 276 | Yokohama F-Marinos,Vissel Kobe,3039 277 | Vegalta Sendai,Sagan Tosu,3034 278 | Albirex Niigata,Shimizu S-Pulse,3034 279 | Shimizu S-Pulse,Cerezo Osaka,3023 280 | Tokushima Vortis,Nagoya Grampus,3022 281 | Kawasaki Frontale,FC Tokyo,3019 282 | Nagoya Grampus,Albirex Niigata,3018 283 | Shimizu S-Pulse,Kashima Antlers,3013 284 | Cerezo Osaka,Kashiwa Reysol,3012 285 | Omiya Ardija,Kashima Antlers,3007 286 | Shimizu S-Pulse,Vegalta Sendai,3002 287 | Sagan Tosu,Kashima Antlers,3000 288 | Kashima Antlers,Shimizu S-Pulse,2995 289 | Nagoya Grampus,FC Tokyo,2984 290 | Albirex Niigata,Sagan Tosu,2945 291 | Cerezo Osaka,Nagoya Grampus,2937 292 | Kashiwa Reysol,Sanfrecce Hiroshima,2916 293 | Nagoya Grampus,Kashima Antlers,2901 294 | Sagan Tosu,Tokushima Vortis,2895 295 | FC Tokyo,Albirex Niigata,2895 296 | Sagan Tosu,Urawa Reds,2894 297 | Tokushima Vortis,Shimizu S-Pulse,2853 298 | Tokushima Vortis,Ventforet Kofu,2845 299 | FC Tokyo,Nagoya Grampus,2840 300 | Albirex Niigata,Vegalta Sendai,2801 301 | FC Tokyo,Sagan Tosu,2781 302 | Vegalta Sendai,Shimizu S-Pulse,2776 303 | Vegalta Sendai,Omiya Ardija,2769 304 | Sagan Tosu,Omiya Ardija,2741 305 | Kashima Antlers,FC Tokyo,2709 306 | Urawa Reds,Tokushima Vortis,2621 307 | Sagan Tosu,Vegalta Sendai,2604 308 | -------------------------------------------------------------------------------- /jleague-effective-time/JLeague1_2013_Time.csv: -------------------------------------------------------------------------------- 1 | home_team,away_team,apt 2 | Shonan Bellmare,Oita Trinita,2530 3 | Albirex Niigata,Shimizu S-Pulse,2608 4 | Sagan Tosu,Oita Trinita,2709 5 | Sagan Tosu,Shimizu S-Pulse,2741 6 | Nagoya Grampus,Sagan Tosu,2746 7 | Shimizu S-Pulse,Nagoya Grampus,2769 8 | Yokohama F-Marinos,Kashima Antlers,2775 9 | Sagan Tosu,Kashiwa Reysol,2788 10 | Shimizu S-Pulse,Kashima Antlers,2821 11 | Sagan Tosu,Shonan Bellmare,2821 12 | Oita Trinita,Sagan Tosu,2827 13 | Yokohama F-Marinos,Oita Trinita,2830 14 | Jubilo Iwata,Shimizu S-Pulse,2853 15 | Cerezo Osaka,Yokohama F-Marinos,2881 16 | Jubilo Iwata,Yokohama F-Marinos,2901 17 | Albirex Niigata,Yokohama F-Marinos,2906 18 | Yokohama F-Marinos,Ventforet Kofu,2908 19 | Yokohama F-Marinos,Kawasaki Frontale,2923 20 | Omiya Ardija,Yokohama F-Marinos,2945 21 | Albirex Niigata,Sagan Tosu,2946 22 | Nagoya Grampus,Yokohama F-Marinos,2948 23 | Sagan Tosu,Omiya Ardija,2951 24 | Omiya Ardija,Vegalta Sendai,2957 25 | Sagan Tosu,Yokohama F-Marinos,2964 26 | FC Tokyo,Vegalta Sendai,2969 27 | Jubilo Iwata,Sagan Tosu,2975 28 | Yokohama F-Marinos,Vegalta Sendai,2983 29 | Shimizu S-Pulse,Cerezo Osaka,2991 30 | Ventforet Kofu,Shonan Bellmare,2997 31 | Ventforet Kofu,Albirex Niigata,2998 32 | Jubilo Iwata,Nagoya Grampus,2999 33 | Cerezo Osaka,Sagan Tosu,3007 34 | Vegalta Sendai,Shimizu S-Pulse,3009 35 | Sagan Tosu,Nagoya Grampus,3012 36 | Nagoya Grampus,Kashima Antlers,3016 37 | Urawa Reds,Kashima Antlers,3023 38 | FC Tokyo,Albirex Niigata,3025 39 | Kawasaki Frontale,Shimizu S-Pulse,3027 40 | Albirex Niigata,Kashima Antlers,3035 41 | Shimizu S-Pulse,Shonan Bellmare,3038 42 | Oita Trinita,Omiya Ardija,3039 43 | Yokohama F-Marinos,Jubilo Iwata,3043 44 | Albirex Niigata,Kashiwa Reysol,3047 45 | Yokohama F-Marinos,Nagoya Grampus,3047 46 | Shonan Bellmare,Omiya Ardija,3055 47 | Kashiwa Reysol,Nagoya Grampus,3058 48 | Albirex Niigata,Kawasaki Frontale,3061 49 | Kashiwa Reysol,Sagan Tosu,3062 50 | Yokohama F-Marinos,Albirex Niigata,3067 51 | Jubilo Iwata,Kashiwa Reysol,3073 52 | Shonan Bellmare,Yokohama F-Marinos,3073 53 | Urawa Reds,Kashiwa Reysol,3078 54 | Urawa Reds,Omiya Ardija,3086 55 | Shimizu S-Pulse,Omiya Ardija,3091 56 | Albirex Niigata,Shonan Bellmare,3094 57 | Sagan Tosu,FC Tokyo,3100 58 | Kashiwa Reysol,Yokohama F-Marinos,3102 59 | Omiya Ardija,Kashiwa Reysol,3103 60 | Jubilo Iwata,Albirex Niigata,3105 61 | Sanfrecce Hiroshima,Shimizu S-Pulse,3105 62 | Kawasaki Frontale,Yokohama F-Marinos,3114 63 | Kashiwa Reysol,Omiya Ardija,3115 64 | Shimizu S-Pulse,Albirex Niigata,3118 65 | Omiya Ardija,Jubilo Iwata,3118 66 | Shonan Bellmare,Urawa Reds,3119 67 | Yokohama F-Marinos,Sagan Tosu,3120 68 | Nagoya Grampus,Kawasaki Frontale,3127 69 | Oita Trinita,Shimizu S-Pulse,3128 70 | Ventforet Kofu,Kashiwa Reysol,3131 71 | Yokohama F-Marinos,Shimizu S-Pulse,3132 72 | Shonan Bellmare,Nagoya Grampus,3141 73 | Oita Trinita,Vegalta Sendai,3145 74 | Kawasaki Frontale,FC Tokyo,3146 75 | Kashiwa Reysol,Kashima Antlers,3148 76 | Albirex Niigata,Jubilo Iwata,3148 77 | Kawasaki Frontale,Kashima Antlers,3151 78 | Shimizu S-Pulse,Sagan Tosu,3153 79 | Shonan Bellmare,Kashima Antlers,3154 80 | Sanfrecce Hiroshima,Yokohama F-Marinos,3158 81 | Nagoya Grampus,FC Tokyo,3161 82 | Vegalta Sendai,Oita Trinita,3166 83 | Kawasaki Frontale,Kashiwa Reysol,3166 84 | Omiya Ardija,Nagoya Grampus,3172 85 | Albirex Niigata,Vegalta Sendai,3176 86 | Kashima Antlers,Sagan Tosu,3182 87 | Yokohama F-Marinos,Shonan Bellmare,3185 88 | Shimizu S-Pulse,Oita Trinita,3186 89 | Nagoya Grampus,Albirex Niigata,3187 90 | Ventforet Kofu,Cerezo Osaka,3192 91 | Sagan Tosu,Urawa Reds,3192 92 | Oita Trinita,Kashima Antlers,3194 93 | Jubilo Iwata,Shonan Bellmare,3195 94 | Oita Trinita,Albirex Niigata,3196 95 | Kashima Antlers,Cerezo Osaka,3197 96 | Albirex Niigata,Cerezo Osaka,3197 97 | Albirex Niigata,Omiya Ardija,3198 98 | Urawa Reds,Sagan Tosu,3199 99 | Cerezo Osaka,Shimizu S-Pulse,3200 100 | Kawasaki Frontale,Jubilo Iwata,3200 101 | Yokohama F-Marinos,Sanfrecce Hiroshima,3205 102 | Kashima Antlers,Kawasaki Frontale,3206 103 | Vegalta Sendai,Yokohama F-Marinos,3207 104 | Oita Trinita,FC Tokyo,3214 105 | Sagan Tosu,Kashima Antlers,3221 106 | Vegalta Sendai,Nagoya Grampus,3222 107 | Cerezo Osaka,Jubilo Iwata,3224 108 | Kashiwa Reysol,Cerezo Osaka,3226 109 | Shonan Bellmare,Jubilo Iwata,3227 110 | Nagoya Grampus,Ventforet Kofu,3227 111 | Oita Trinita,Yokohama F-Marinos,3229 112 | Omiya Ardija,Albirex Niigata,3233 113 | Vegalta Sendai,Omiya Ardija,3236 114 | Vegalta Sendai,Ventforet Kofu,3237 115 | Kashima Antlers,Jubilo Iwata,3241 116 | Yokohama F-Marinos,Kashiwa Reysol,3241 117 | Nagoya Grampus,Shimizu S-Pulse,3242 118 | Kashima Antlers,Nagoya Grampus,3243 119 | Sagan Tosu,Ventforet Kofu,3253 120 | Urawa Reds,Nagoya Grampus,3255 121 | Omiya Ardija,Kashima Antlers,3255 122 | Oita Trinita,Shonan Bellmare,3265 123 | Shimizu S-Pulse,Yokohama F-Marinos,3268 124 | Kawasaki Frontale,Nagoya Grampus,3269 125 | Shimizu S-Pulse,Jubilo Iwata,3272 126 | Shonan Bellmare,Ventforet Kofu,3272 127 | Shonan Bellmare,Vegalta Sendai,3272 128 | Shonan Bellmare,Sagan Tosu,3281 129 | Vegalta Sendai,Shonan Bellmare,3282 130 | Cerezo Osaka,Shonan Bellmare,3283 131 | Kashima Antlers,Yokohama F-Marinos,3284 132 | Oita Trinita,Jubilo Iwata,3285 133 | Kashiwa Reysol,Albirex Niigata,3289 134 | Kashiwa Reysol,Vegalta Sendai,3291 135 | Ventforet Kofu,Nagoya Grampus,3294 136 | Cerezo Osaka,Nagoya Grampus,3295 137 | Vegalta Sendai,Urawa Reds,3296 138 | Albirex Niigata,Nagoya Grampus,3298 139 | Urawa Reds,Kawasaki Frontale,3301 140 | Kawasaki Frontale,Cerezo Osaka,3305 141 | Vegalta Sendai,Kashima Antlers,3307 142 | FC Tokyo,Nagoya Grampus,3312 143 | Kawasaki Frontale,Sagan Tosu,3319 144 | Kashiwa Reysol,Shimizu S-Pulse,3323 145 | Kawasaki Frontale,Omiya Ardija,3333 146 | Nagoya Grampus,Sanfrecce Hiroshima,3340 147 | Yokohama F-Marinos,Cerezo Osaka,3341 148 | Kawasaki Frontale,Ventforet Kofu,3342 149 | Kashima Antlers,FC Tokyo,3343 150 | Yokohama F-Marinos,Omiya Ardija,3343 151 | Kawasaki Frontale,Sanfrecce Hiroshima,3347 152 | Omiya Ardija,FC Tokyo,3349 153 | Kashima Antlers,Oita Trinita,3351 154 | Albirex Niigata,Urawa Reds,3353 155 | Ventforet Kofu,Urawa Reds,3361 156 | Shonan Bellmare,Albirex Niigata,3362 157 | Urawa Reds,Yokohama F-Marinos,3365 158 | Kashima Antlers,Shimizu S-Pulse,3370 159 | Oita Trinita,Kashiwa Reysol,3372 160 | Ventforet Kofu,Sagan Tosu,3376 161 | Jubilo Iwata,Cerezo Osaka,3377 162 | Omiya Ardija,Shimizu S-Pulse,3379 163 | Sagan Tosu,Albirex Niigata,3380 164 | Shonan Bellmare,Kawasaki Frontale,3381 165 | Shimizu S-Pulse,Kashiwa Reysol,3381 166 | Cerezo Osaka,Omiya Ardija,3385 167 | Ventforet Kofu,Shimizu S-Pulse,3385 168 | Nagoya Grampus,Oita Trinita,3386 169 | Oita Trinita,Kawasaki Frontale,3388 170 | Sanfrecce Hiroshima,Vegalta Sendai,3392 171 | Omiya Ardija,Oita Trinita,3393 172 | Jubilo Iwata,Kawasaki Frontale,3394 173 | Sagan Tosu,Cerezo Osaka,3396 174 | Vegalta Sendai,Kawasaki Frontale,3397 175 | Shimizu S-Pulse,Ventforet Kofu,3401 176 | Sagan Tosu,Sanfrecce Hiroshima,3404 177 | Sanfrecce Hiroshima,Jubilo Iwata,3405 178 | Oita Trinita,Cerezo Osaka,3407 179 | Omiya Ardija,Shonan Bellmare,3408 180 | Oita Trinita,Ventforet Kofu,3409 181 | Oita Trinita,Nagoya Grampus,3410 182 | Ventforet Kofu,Kawasaki Frontale,3414 183 | Vegalta Sendai,Kashiwa Reysol,3416 184 | Cerezo Osaka,Kawasaki Frontale,3417 185 | Kashiwa Reysol,Oita Trinita,3420 186 | FC Tokyo,Kashiwa Reysol,3423 187 | Kawasaki Frontale,Oita Trinita,3426 188 | FC Tokyo,Cerezo Osaka,3432 189 | FC Tokyo,Yokohama F-Marinos,3433 190 | Kashima Antlers,Omiya Ardija,3434 191 | Cerezo Osaka,Kashima Antlers,3434 192 | Omiya Ardija,Urawa Reds,3440 193 | FC Tokyo,Shonan Bellmare,3446 194 | Cerezo Osaka,Kashiwa Reysol,3448 195 | Kawasaki Frontale,Shonan Bellmare,3449 196 | Kashiwa Reysol,Kawasaki Frontale,3454 197 | Jubilo Iwata,Kashima Antlers,3457 198 | Vegalta Sendai,FC Tokyo,3459 199 | Omiya Ardija,Sagan Tosu,3459 200 | Vegalta Sendai,Albirex Niigata,3464 201 | FC Tokyo,Kashima Antlers,3464 202 | Kashima Antlers,Urawa Reds,3468 203 | Shonan Bellmare,Kashiwa Reysol,3470 204 | Shimizu S-Pulse,Urawa Reds,3470 205 | Kashiwa Reysol,Urawa Reds,3472 206 | Kawasaki Frontale,Vegalta Sendai,3473 207 | Nagoya Grampus,Omiya Ardija,3481 208 | Vegalta Sendai,Sanfrecce Hiroshima,3484 209 | Jubilo Iwata,FC Tokyo,3484 210 | Urawa Reds,Vegalta Sendai,3486 211 | Albirex Niigata,FC Tokyo,3487 212 | Cerezo Osaka,Albirex Niigata,3488 213 | Shimizu S-Pulse,FC Tokyo,3491 214 | Kawasaki Frontale,Albirex Niigata,3494 215 | Kashiwa Reysol,Ventforet Kofu,3496 216 | Ventforet Kofu,Oita Trinita,3499 217 | Nagoya Grampus,Kashiwa Reysol,3503 218 | Yokohama F-Marinos,FC Tokyo,3505 219 | Sanfrecce Hiroshima,Omiya Ardija,3506 220 | Sanfrecce Hiroshima,Sagan Tosu,3507 221 | FC Tokyo,Omiya Ardija,3511 222 | Kashiwa Reysol,Jubilo Iwata,3512 223 | Vegalta Sendai,Jubilo Iwata,3513 224 | Vegalta Sendai,Sagan Tosu,3514 225 | Albirex Niigata,Ventforet Kofu,3515 226 | Albirex Niigata,Oita Trinita,3515 227 | Kawasaki Frontale,Urawa Reds,3517 228 | Ventforet Kofu,Jubilo Iwata,3523 229 | Kashima Antlers,Kashiwa Reysol,3529 230 | Albirex Niigata,Sanfrecce Hiroshima,3531 231 | Urawa Reds,Albirex Niigata,3532 232 | Shimizu S-Pulse,Vegalta Sendai,3533 233 | Kashima Antlers,Vegalta Sendai,3537 234 | Shimizu S-Pulse,Sanfrecce Hiroshima,3538 235 | Sagan Tosu,Jubilo Iwata,3541 236 | FC Tokyo,Sagan Tosu,3545 237 | Cerezo Osaka,Sanfrecce Hiroshima,3549 238 | Ventforet Kofu,Vegalta Sendai,3554 239 | Shonan Bellmare,Shimizu S-Pulse,3562 240 | Jubilo Iwata,Vegalta Sendai,3562 241 | FC Tokyo,Oita Trinita,3570 242 | Omiya Ardija,Cerezo Osaka,3570 243 | Cerezo Osaka,FC Tokyo,3572 244 | Ventforet Kofu,Kashima Antlers,3573 245 | Jubilo Iwata,Oita Trinita,3575 246 | Jubilo Iwata,Omiya Ardija,3576 247 | FC Tokyo,Ventforet Kofu,3577 248 | Oita Trinita,Urawa Reds,3584 249 | Urawa Reds,Ventforet Kofu,3585 250 | Cerezo Osaka,Oita Trinita,3588 251 | Jubilo Iwata,Urawa Reds,3590 252 | Urawa Reds,Oita Trinita,3590 253 | Urawa Reds,Shimizu S-Pulse,3593 254 | FC Tokyo,Jubilo Iwata,3594 255 | Cerezo Osaka,Urawa Reds,3594 256 | Ventforet Kofu,FC Tokyo,3595 257 | Cerezo Osaka,Ventforet Kofu,3600 258 | Kashiwa Reysol,Shonan Bellmare,3602 259 | Shonan Bellmare,Cerezo Osaka,3606 260 | Sanfrecce Hiroshima,Kashima Antlers,3609 261 | Kashiwa Reysol,Sanfrecce Hiroshima,3609 262 | Sanfrecce Hiroshima,Urawa Reds,3618 263 | Omiya Ardija,Kawasaki Frontale,3621 264 | Kashima Antlers,Shonan Bellmare,3622 265 | Yokohama F-Marinos,Urawa Reds,3632 266 | Urawa Reds,FC Tokyo,3638 267 | Omiya Ardija,Ventforet Kofu,3640 268 | Shonan Bellmare,FC Tokyo,3650 269 | Kashima Antlers,Ventforet Kofu,3653 270 | FC Tokyo,Shimizu S-Pulse,3662 271 | Nagoya Grampus,Vegalta Sendai,3672 272 | Sanfrecce Hiroshima,Kawasaki Frontale,3673 273 | FC Tokyo,Urawa Reds,3676 274 | Sagan Tosu,Vegalta Sendai,3680 275 | Shimizu S-Pulse,Kawasaki Frontale,3686 276 | Urawa Reds,Jubilo Iwata,3687 277 | Ventforet Kofu,Omiya Ardija,3688 278 | Ventforet Kofu,Sanfrecce Hiroshima,3693 279 | Sanfrecce Hiroshima,Nagoya Grampus,3697 280 | Kashiwa Reysol,FC Tokyo,3702 281 | Jubilo Iwata,Sanfrecce Hiroshima,3703 282 | Vegalta Sendai,Cerezo Osaka,3703 283 | Jubilo Iwata,Ventforet Kofu,3703 284 | Ventforet Kofu,Yokohama F-Marinos,3704 285 | Sanfrecce Hiroshima,Shonan Bellmare,3706 286 | FC Tokyo,Kawasaki Frontale,3710 287 | Sanfrecce Hiroshima,Albirex Niigata,3715 288 | Nagoya Grampus,Urawa Reds,3724 289 | Nagoya Grampus,Cerezo Osaka,3742 290 | Sagan Tosu,Kawasaki Frontale,3753 291 | Shonan Bellmare,Sanfrecce Hiroshima,3767 292 | Nagoya Grampus,Jubilo Iwata,3769 293 | Omiya Ardija,Sanfrecce Hiroshima,3782 294 | Kashima Antlers,Sanfrecce Hiroshima,3788 295 | Urawa Reds,Shonan Bellmare,3794 296 | Kashima Antlers,Albirex Niigata,3796 297 | Urawa Reds,Cerezo Osaka,3796 298 | Sanfrecce Hiroshima,Oita Trinita,3818 299 | Nagoya Grampus,Shonan Bellmare,3823 300 | Sanfrecce Hiroshima,FC Tokyo,3853 301 | Sanfrecce Hiroshima,Ventforet Kofu,3862 302 | FC Tokyo,Sanfrecce Hiroshima,3892 303 | Urawa Reds,Sanfrecce Hiroshima,3893 304 | Sanfrecce Hiroshima,Kashiwa Reysol,3912 305 | Oita Trinita,Sanfrecce Hiroshima,4091 306 | Sanfrecce Hiroshima,Cerezo Osaka,4096 307 | Cerezo Osaka,Vegalta Sendai,4153 308 | -------------------------------------------------------------------------------- /jleague-effective-time/JLeague1_2015_Time.csv: -------------------------------------------------------------------------------- 1 | home_team,away_team,apt 2 | Kawasaki Frontale,Sanfrecce Hiroshima,4173 3 | Sanfrecce Hiroshima,Yokohama F-Marinos,4152 4 | Kawasaki Frontale,Ventforet Kofu,3938 5 | Urawa Reds,Ventforet Kofu,3928 6 | Nagoya Grampus,Kawasaki Frontale,3920 7 | Kawasaki Frontale,Kashiwa Reysol,3909 8 | Yokohama F-Marinos,Nagoya Grampus,3888 9 | Ventforet Kofu,Sanfrecce Hiroshima,3888 10 | Yokohama F-Marinos,Sanfrecce Hiroshima,3883 11 | Kawasaki Frontale,Yokohama F-Marinos,3871 12 | Sanfrecce Hiroshima,Shimizu S-Pulse,3866 13 | Kashiwa Reysol,Gamba Osaka,3866 14 | Sanfrecce Hiroshima,Kawasaki Frontale,3805 15 | Gamba Osaka,Kawasaki Frontale,3804 16 | Sanfrecce Hiroshima,Sagan Tosu,3797 17 | Sanfrecce Hiroshima,Matsumoto Yamaga FC,3794 18 | Kawasaki Frontale,Vissel Kobe,3789 19 | Kawasaki Frontale,Shonan Bellmare,3784 20 | Shonan Bellmare,Ventforet Kofu,3779 21 | Gamba Osaka,Kashiwa Reysol,3768 22 | FC Tokyo,Sanfrecce Hiroshima,3764 23 | Kawasaki Frontale,Gamba Osaka,3753 24 | Ventforet Kofu,Shimizu S-Pulse,3749 25 | Yokohama F-Marinos,Kashiwa Reysol,3735 26 | Sanfrecce Hiroshima,Vissel Kobe,3726 27 | Yokohama F-Marinos,Vissel Kobe,3721 28 | Yokohama F-Marinos,Gamba Osaka,3714 29 | Gamba Osaka,Urawa Reds,3708 30 | Kashiwa Reysol,Sanfrecce Hiroshima,3702 31 | Sanfrecce Hiroshima,Gamba Osaka,3701 32 | Vissel Kobe,Ventforet Kofu,3698 33 | Vissel Kobe,Shonan Bellmare,3693 34 | Kashiwa Reysol,Ventforet Kofu,3690 35 | Vegalta Sendai,Kawasaki Frontale,3689 36 | Sanfrecce Hiroshima,Urawa Reds,3681 37 | Sanfrecce Hiroshima,Shonan Bellmare,3676 38 | Kashiwa Reysol,Yokohama F-Marinos,3670 39 | Kawasaki Frontale,Vegalta Sendai,3669 40 | Sanfrecce Hiroshima,Ventforet Kofu,3664 41 | Kashiwa Reysol,Kawasaki Frontale,3655 42 | Yokohama F-Marinos,Kawasaki Frontale,3651 43 | Kashiwa Reysol,Urawa Reds,3643 44 | Nagoya Grampus,Sanfrecce Hiroshima,3634 45 | Yokohama F-Marinos,Ventforet Kofu,3631 46 | Yokohama F-Marinos,FC Tokyo,3631 47 | Vissel Kobe,Sanfrecce Hiroshima,3630 48 | Vegalta Sendai,Gamba Osaka,3629 49 | Gamba Osaka,Shimizu S-Pulse,3626 50 | Yokohama F-Marinos,Urawa Reds,3618 51 | Urawa Reds,Kawasaki Frontale,3613 52 | Ventforet Kofu,FC Tokyo,3609 53 | Sanfrecce Hiroshima,Kashima Antlers,3606 54 | Nagoya Grampus,Ventforet Kofu,3602 55 | Kashima Antlers,Kawasaki Frontale,3593 56 | Ventforet Kofu,Kashiwa Reysol,3593 57 | Yokohama F-Marinos,Kashima Antlers,3583 58 | Nagoya Grampus,Kashiwa Reysol,3581 59 | Kashiwa Reysol,Vissel Kobe,3578 60 | Ventforet Kofu,Vissel Kobe,3571 61 | Sanfrecce Hiroshima,Nagoya Grampus,3571 62 | Nagoya Grampus,Shonan Bellmare,3570 63 | Vegalta Sendai,Sanfrecce Hiroshima,3570 64 | Nagoya Grampus,Urawa Reds,3567 65 | Matsumoto Yamaga FC,Sanfrecce Hiroshima,3563 66 | Gamba Osaka,Ventforet Kofu,3559 67 | Montedio Yamagata,Sanfrecce Hiroshima,3559 68 | Yokohama F-Marinos,Shimizu S-Pulse,3556 69 | Gamba Osaka,Vissel Kobe,3554 70 | Shimizu S-Pulse,Kawasaki Frontale,3552 71 | Urawa Reds,Matsumoto Yamaga FC,3542 72 | Kashima Antlers,Albirex Niigata,3541 73 | FC Tokyo,Kashima Antlers,3540 74 | Gamba Osaka,Sanfrecce Hiroshima,3539 75 | Shimizu S-Pulse,Kashiwa Reysol,3536 76 | Kashiwa Reysol,Shimizu S-Pulse,3535 77 | Kawasaki Frontale,Kashima Antlers,3531 78 | Albirex Niigata,Ventforet Kofu,3513 79 | Kawasaki Frontale,Albirex Niigata,3510 80 | Sanfrecce Hiroshima,Vegalta Sendai,3505 81 | Kashima Antlers,Gamba Osaka,3505 82 | Urawa Reds,Yokohama F-Marinos,3498 83 | Kashima Antlers,Yokohama F-Marinos,3496 84 | Sanfrecce Hiroshima,Kashiwa Reysol,3492 85 | Kashima Antlers,Sanfrecce Hiroshima,3489 86 | Shonan Bellmare,Sanfrecce Hiroshima,3488 87 | Sagan Tosu,Sanfrecce Hiroshima,3485 88 | Vissel Kobe,FC Tokyo,3483 89 | Urawa Reds,Sanfrecce Hiroshima,3478 90 | Vegalta Sendai,Ventforet Kofu,3474 91 | FC Tokyo,Gamba Osaka,3470 92 | Albirex Niigata,Shonan Bellmare,3464 93 | Vissel Kobe,Yokohama F-Marinos,3462 94 | FC Tokyo,Yokohama F-Marinos,3459 95 | Urawa Reds,Vegalta Sendai,3455 96 | Kashima Antlers,Ventforet Kofu,3454 97 | Vissel Kobe,Gamba Osaka,3453 98 | Urawa Reds,Shimizu S-Pulse,3448 99 | Urawa Reds,Kashiwa Reysol,3431 100 | Ventforet Kofu,Vegalta Sendai,3429 101 | Kashiwa Reysol,Shonan Bellmare,3425 102 | Vegalta Sendai,Urawa Reds,3420 103 | FC Tokyo,Vegalta Sendai,3417 104 | Ventforet Kofu,Yokohama F-Marinos,3414 105 | Kashiwa Reysol,Vegalta Sendai,3412 106 | Kashiwa Reysol,Kashima Antlers,3409 107 | FC Tokyo,Sagan Tosu,3409 108 | Kawasaki Frontale,Urawa Reds,3406 109 | Vegalta Sendai,Nagoya Grampus,3397 110 | Gamba Osaka,Matsumoto Yamaga FC,3394 111 | Gamba Osaka,Sagan Tosu,3392 112 | Sagan Tosu,Kashiwa Reysol,3387 113 | Yokohama F-Marinos,Shonan Bellmare,3386 114 | Shonan Bellmare,Kawasaki Frontale,3386 115 | Kawasaki Frontale,Matsumoto Yamaga FC,3384 116 | Vissel Kobe,Sagan Tosu,3383 117 | Urawa Reds,Gamba Osaka,3382 118 | Montedio Yamagata,Kashiwa Reysol,3381 119 | Vissel Kobe,Matsumoto Yamaga FC,3377 120 | Urawa Reds,Shonan Bellmare,3375 121 | Montedio Yamagata,Shimizu S-Pulse,3374 122 | Sagan Tosu,Kawasaki Frontale,3373 123 | Sanfrecce Hiroshima,Albirex Niigata,3370 124 | Kashima Antlers,Shonan Bellmare,3369 125 | Albirex Niigata,Vissel Kobe,3365 126 | Sanfrecce Hiroshima,FC Tokyo,3365 127 | Urawa Reds,Nagoya Grampus,3363 128 | Ventforet Kofu,Kawasaki Frontale,3357 129 | Sanfrecce Hiroshima,Montedio Yamagata,3354 130 | Vegalta Sendai,Yokohama F-Marinos,3353 131 | Montedio Yamagata,Kawasaki Frontale,3346 132 | Kashiwa Reysol,Matsumoto Yamaga FC,3341 133 | Vissel Kobe,Vegalta Sendai,3334 134 | Gamba Osaka,Vegalta Sendai,3332 135 | Kashima Antlers,Shimizu S-Pulse,3331 136 | Albirex Niigata,Yokohama F-Marinos,3328 137 | Yokohama F-Marinos,Matsumoto Yamaga FC,3323 138 | Kashiwa Reysol,Nagoya Grampus,3316 139 | Kashima Antlers,Kashiwa Reysol,3316 140 | Kawasaki Frontale,Nagoya Grampus,3314 141 | Ventforet Kofu,Urawa Reds,3305 142 | Kawasaki Frontale,Montedio Yamagata,3305 143 | Shimizu S-Pulse,Vissel Kobe,3303 144 | Albirex Niigata,FC Tokyo,3301 145 | Montedio Yamagata,Ventforet Kofu,3301 146 | Kashima Antlers,Vegalta Sendai,3293 147 | Urawa Reds,Montedio Yamagata,3289 148 | Albirex Niigata,Sanfrecce Hiroshima,3285 149 | Ventforet Kofu,Sagan Tosu,3283 150 | Shimizu S-Pulse,Ventforet Kofu,3274 151 | Ventforet Kofu,Albirex Niigata,3273 152 | Urawa Reds,Sagan Tosu,3271 153 | Gamba Osaka,Shonan Bellmare,3266 154 | Ventforet Kofu,Nagoya Grampus,3261 155 | Gamba Osaka,FC Tokyo,3258 156 | Shonan Bellmare,Kashiwa Reysol,3251 157 | Urawa Reds,Vissel Kobe,3246 158 | Gamba Osaka,Yokohama F-Marinos,3243 159 | Kashiwa Reysol,FC Tokyo,3235 160 | Gamba Osaka,Nagoya Grampus,3234 161 | Kashiwa Reysol,Sagan Tosu,3234 162 | Vissel Kobe,Albirex Niigata,3231 163 | Albirex Niigata,Urawa Reds,3229 164 | Ventforet Kofu,Gamba Osaka,3227 165 | Matsumoto Yamaga FC,Kashiwa Reysol,3223 166 | Matsumoto Yamaga FC,Vissel Kobe,3221 167 | Matsumoto Yamaga FC,Gamba Osaka,3215 168 | Yokohama F-Marinos,Vegalta Sendai,3207 169 | Vissel Kobe,Shimizu S-Pulse,3207 170 | Urawa Reds,Kashima Antlers,3207 171 | Montedio Yamagata,Yokohama F-Marinos,3203 172 | Urawa Reds,Albirex Niigata,3202 173 | Gamba Osaka,Montedio Yamagata,3202 174 | Vissel Kobe,Urawa Reds,3199 175 | Sagan Tosu,Nagoya Grampus,3196 176 | Kashima Antlers,Nagoya Grampus,3196 177 | Vissel Kobe,Kawasaki Frontale,3195 178 | Shimizu S-Pulse,Urawa Reds,3192 179 | Nagoya Grampus,Gamba Osaka,3191 180 | Kashiwa Reysol,Montedio Yamagata,3190 181 | Ventforet Kofu,Kashima Antlers,3187 182 | Matsumoto Yamaga FC,Urawa Reds,3186 183 | Nagoya Grampus,FC Tokyo,3185 184 | Sagan Tosu,Shonan Bellmare,3183 185 | FC Tokyo,Shimizu S-Pulse,3180 186 | Kawasaki Frontale,Sagan Tosu,3178 187 | Sagan Tosu,Gamba Osaka,3177 188 | Yokohama F-Marinos,Montedio Yamagata,3176 189 | FC Tokyo,Nagoya Grampus,3174 190 | Shonan Bellmare,Kashima Antlers,3173 191 | Kawasaki Frontale,FC Tokyo,3172 192 | Albirex Niigata,Shimizu S-Pulse,3171 193 | Sagan Tosu,Urawa Reds,3171 194 | FC Tokyo,Vissel Kobe,3170 195 | Gamba Osaka,Kashima Antlers,3166 196 | Matsumoto Yamaga FC,Kawasaki Frontale,3161 197 | Shimizu S-Pulse,Yokohama F-Marinos,3154 198 | FC Tokyo,Kawasaki Frontale,3152 199 | Vegalta Sendai,Vissel Kobe,3152 200 | Albirex Niigata,Kashima Antlers,3151 201 | Nagoya Grampus,Vegalta Sendai,3150 202 | Kashima Antlers,Vissel Kobe,3145 203 | Montedio Yamagata,Vissel Kobe,3143 204 | Yokohama F-Marinos,Albirex Niigata,3139 205 | FC Tokyo,Urawa Reds,3137 206 | Sagan Tosu,Yokohama F-Marinos,3136 207 | Kawasaki Frontale,Shimizu S-Pulse,3134 208 | Vegalta Sendai,Kashima Antlers,3131 209 | Shimizu S-Pulse,Albirex Niigata,3129 210 | Shonan Bellmare,Matsumoto Yamaga FC,3128 211 | Urawa Reds,FC Tokyo,3126 212 | Shonan Bellmare,Albirex Niigata,3122 213 | Shimizu S-Pulse,Sanfrecce Hiroshima,3122 214 | Kashima Antlers,FC Tokyo,3121 215 | Matsumoto Yamaga FC,Kashima Antlers,3120 216 | Albirex Niigata,Kawasaki Frontale,3120 217 | Sagan Tosu,Shimizu S-Pulse,3113 218 | Shonan Bellmare,Nagoya Grampus,3108 219 | Shimizu S-Pulse,Gamba Osaka,3096 220 | Sagan Tosu,Vegalta Sendai,3092 221 | Shonan Bellmare,Gamba Osaka,3091 222 | Nagoya Grampus,Kashima Antlers,3087 223 | Nagoya Grampus,Shimizu S-Pulse,3083 224 | Gamba Osaka,Albirex Niigata,3082 225 | Ventforet Kofu,Montedio Yamagata,3079 226 | Matsumoto Yamaga FC,Yokohama F-Marinos,3079 227 | Shonan Bellmare,Sagan Tosu,3078 228 | Sagan Tosu,Ventforet Kofu,3077 229 | Vissel Kobe,Montedio Yamagata,3076 230 | Sagan Tosu,Vissel Kobe,3075 231 | Nagoya Grampus,Yokohama F-Marinos,3072 232 | Shonan Bellmare,Shimizu S-Pulse,3071 233 | Vissel Kobe,Kashiwa Reysol,3057 234 | Ventforet Kofu,Shonan Bellmare,3055 235 | Sagan Tosu,Kashima Antlers,3052 236 | Shonan Bellmare,Urawa Reds,3031 237 | Shonan Bellmare,Yokohama F-Marinos,3026 238 | Shimizu S-Pulse,FC Tokyo,3020 239 | Vegalta Sendai,Sagan Tosu,2999 240 | Albirex Niigata,Kashiwa Reysol,2997 241 | FC Tokyo,Ventforet Kofu,2990 242 | Albirex Niigata,Vegalta Sendai,2989 243 | Albirex Niigata,Nagoya Grampus,2988 244 | Shimizu S-Pulse,Montedio Yamagata,2983 245 | Shonan Bellmare,Vegalta Sendai,2982 246 | Nagoya Grampus,Vissel Kobe,2979 247 | Albirex Niigata,Gamba Osaka,2976 248 | Nagoya Grampus,Montedio Yamagata,2958 249 | Kashiwa Reysol,Albirex Niigata,2937 250 | FC Tokyo,Albirex Niigata,2925 251 | Shonan Bellmare,FC Tokyo,2923 252 | Shimizu S-Pulse,Sagan Tosu,2918 253 | Albirex Niigata,Montedio Yamagata,2916 254 | Montedio Yamagata,Sagan Tosu,2915 255 | Montedio Yamagata,Albirex Niigata,2914 256 | Albirex Niigata,Sagan Tosu,2913 257 | Matsumoto Yamaga FC,Sagan Tosu,2911 258 | Nagoya Grampus,Sagan Tosu,2909 259 | FC Tokyo,Shonan Bellmare,2909 260 | Shonan Bellmare,Vissel Kobe,2905 261 | Vegalta Sendai,Montedio Yamagata,2904 262 | Ventforet Kofu,Matsumoto Yamaga FC,2903 263 | FC Tokyo,Kashiwa Reysol,2887 264 | Vegalta Sendai,Albirex Niigata,2885 265 | Sagan Tosu,Matsumoto Yamaga FC,2884 266 | Kashima Antlers,Matsumoto Yamaga FC,2884 267 | Nagoya Grampus,Albirex Niigata,2883 268 | Vissel Kobe,Nagoya Grampus,2872 269 | Vegalta Sendai,Kashiwa Reysol,2867 270 | Matsumoto Yamaga FC,Ventforet Kofu,2866 271 | Sagan Tosu,FC Tokyo,2866 272 | Kashima Antlers,Urawa Reds,2858 273 | Yokohama F-Marinos,Sagan Tosu,2850 274 | Vissel Kobe,Kashima Antlers,2850 275 | Shonan Bellmare,Montedio Yamagata,2837 276 | Matsumoto Yamaga FC,FC Tokyo,2831 277 | Kashima Antlers,Montedio Yamagata,2831 278 | Nagoya Grampus,Matsumoto Yamaga FC,2820 279 | Montedio Yamagata,Shonan Bellmare,2818 280 | Montedio Yamagata,Matsumoto Yamaga FC,2810 281 | Montedio Yamagata,Gamba Osaka,2804 282 | Albirex Niigata,Matsumoto Yamaga FC,2800 283 | Matsumoto Yamaga FC,Vegalta Sendai,2795 284 | Matsumoto Yamaga FC,Nagoya Grampus,2793 285 | Shimizu S-Pulse,Matsumoto Yamaga FC,2777 286 | Shimizu S-Pulse,Kashima Antlers,2776 287 | Shimizu S-Pulse,Shonan Bellmare,2773 288 | Montedio Yamagata,Kashima Antlers,2762 289 | Montedio Yamagata,Urawa Reds,2762 290 | Montedio Yamagata,Nagoya Grampus,2755 291 | Shimizu S-Pulse,Vegalta Sendai,2745 292 | Matsumoto Yamaga FC,Shonan Bellmare,2739 293 | Sagan Tosu,Albirex Niigata,2713 294 | Shimizu S-Pulse,Nagoya Grampus,2713 295 | Vegalta Sendai,Shimizu S-Pulse,2680 296 | Vegalta Sendai,FC Tokyo,2679 297 | Montedio Yamagata,FC Tokyo,2664 298 | Montedio Yamagata,Vegalta Sendai,2663 299 | FC Tokyo,Montedio Yamagata,2656 300 | Vegalta Sendai,Shonan Bellmare,2649 301 | Sagan Tosu,Montedio Yamagata,2612 302 | Kashima Antlers,Sagan Tosu,2583 303 | Matsumoto Yamaga FC,Shimizu S-Pulse,2555 304 | Vegalta Sendai,Matsumoto Yamaga FC,2546 305 | Matsumoto Yamaga FC,Montedio Yamagata,2542 306 | Matsumoto Yamaga FC,Albirex Niigata,2441 307 | FC Tokyo,Matsumoto Yamaga FC,2436 308 | -------------------------------------------------------------------------------- /football-match-weather-conditions/spanish-primera-2016-17.csv: -------------------------------------------------------------------------------- 1 | Matchday,Home Team,Away Team,Kickoff Temp,Kickoff Humidity 2 | 1,Atlético de Madrid,Alavés,, 3 | 1,Barcelona,Real Betis,, 4 | 1,Celta de Vigo,Leganés,, 5 | 1,Deportivo La Coruña,Eibar,, 6 | 1,Granada ,Villarreal,, 7 | 1,Málaga,Osasuna,, 8 | 1,Real Sociedad,Real Madrid,, 9 | 1,Sevilla,Espanyol,, 10 | 1,Sporting de Gijón,Athletic Bilbao,, 11 | 1,Valencia,Las Palmas,, 12 | 2,Alavés,Sporting de Gijón,, 13 | 2,Athletic Bilbao,Barcelona,, 14 | 2,Eibar,Valencia,, 15 | 2,Espanyol,Málaga,, 16 | 2,Las Palmas,Granada ,, 17 | 2,Leganés,Atlético de Madrid,, 18 | 2,Osasuna,Real Sociedad,, 19 | 2,Real Betis,Deportivo La Coruña,, 20 | 2,Real Madrid,Celta de Vigo,, 21 | 2,Villarreal,Sevilla,, 22 | 3,Barcelona,Alavés,, 23 | 3,Celta de Vigo,Atlético de Madrid,, 24 | 3,Deportivo La Coruña,Athletic Bilbao,, 25 | 3,Granada ,Eibar,, 26 | 3,Málaga,Villarreal,, 27 | 3,Real Madrid,Osasuna,, 28 | 3,Real Sociedad,Espanyol,, 29 | 3,Sevilla,Las Palmas,, 30 | 3,Sporting de Gijón,Leganés,, 31 | 3,Valencia,Real Betis,, 32 | 4,Alavés,Deportivo La Coruña,, 33 | 4,Athletic Bilbao,Valencia,, 34 | 4,Atlético de Madrid,Sporting de Gijón,, 35 | 4,Eibar,Sevilla,, 36 | 4,Espanyol,Real Madrid,, 37 | 4,Las Palmas,Málaga,, 38 | 4,Leganés,Barcelona,, 39 | 4,Osasuna,Celta de Vigo,, 40 | 4,Real Betis,Granada ,, 41 | 4,Villarreal,Real Sociedad,, 42 | 5,Barcelona,Atlético de Madrid,, 43 | 5,Celta de Vigo,Sporting de Gijón,, 44 | 5,Deportivo La Coruña,Leganés,, 45 | 5,Granada ,Athletic Bilbao,, 46 | 5,Málaga,Eibar,, 47 | 5,Osasuna,Espanyol,, 48 | 5,Real Madrid,Villarreal,, 49 | 5,Real Sociedad,Las Palmas,, 50 | 5,Sevilla,Real Betis,, 51 | 5,Valencia,Alavés,, 52 | 6,Alavés,Granada,, 53 | 6,Athletic Bilbao,Sevilla,, 54 | 6,Atlético de Madrid,Deportivo La Coruña,, 55 | 6,Eibar,Real Sociedad,, 56 | 6,Espanyol,Celta de Vigo,, 57 | 6,Las Palmas,Real Madrid,, 58 | 6,Leganés,Valencia,, 59 | 6,Real Betis,Málaga,, 60 | 6,Sporting de Gijón,Barcelona,, 61 | 6,Villarreal,Osasuna,, 62 | 7,Celta de Vigo,Barcelona,, 63 | 7,Deportivo La Coruña,Sporting de Gijón,, 64 | 7,Espanyol,Villarreal ,, 65 | 7,Granada,Leganés,, 66 | 7,Málaga,Athletic Bilbao,, 67 | 7,Osasuna,Las Palmas,, 68 | 7,Real Madrid,Eibar,, 69 | 7,Real Sociedad,Real Betis,, 70 | 7,Sevilla ,Alavés,, 71 | 7,Valencia,Atlético de Madrid,, 72 | 8,Alavés,Málaga,, 73 | 8,Athletic Bilbao,Real Sociedad,, 74 | 8,Atlético de Madrid,Granada,, 75 | 8,Barcelona,Deportivo La Coruña,, 76 | 8,Eibar,Osasuna,, 77 | 8,Las Palmas,Espanyol,, 78 | 8,Leganés,Sevilla,, 79 | 8,Real Betis,Real Madrid,, 80 | 8,Sporting de Gijón,Valencia,, 81 | 8,Villarreal,Celta de Vigo,, 82 | 9,Celta de Vigo,Deportivo La Coruña,, 83 | 9,Espanyol,Eibar,, 84 | 9,Granada,Sporting de Gijón,, 85 | 9,Málaga,Leganés,, 86 | 9,Osasuna,Real Betis,, 87 | 9,Real Madrid,Athelic Bilbao,, 88 | 9,Real Sociedad ,Alavés,, 89 | 9,Sevilla,Atlético de Madrid,, 90 | 9,Valencia,Barcelona,, 91 | 9,Villarreal,Las Palmas ,, 92 | 10,Alavés,Real Madrid,, 93 | 10,Athletic Bilbao,Osasuna,, 94 | 10,Atlético de Madrid,Málaga,, 95 | 10,Barcelona,Granada,, 96 | 10,Deportivo La Coruña,Valencia,, 97 | 10,Eibar,Villarreal,, 98 | 10,Las Palmas,Celta de Vigo,, 99 | 10,Leganés,Real Sociedad,, 100 | 10,Real Betis,Espanyol ,, 101 | 10,Sporting de Gijón,Sevilla,, 102 | 11,Celta de Vigo ,Valencia,, 103 | 11,Espanyol,Athletic Bilbao,, 104 | 11,Granada,Deportivo La Coruña ,, 105 | 11,Las Palmas,Eibar,, 106 | 11,Málaga,Sporting de Gijón,, 107 | 11,Osasuna,Alavés,, 108 | 11,Real Madrid,Leganés,, 109 | 11,Real Sociedad,Atlético de Madrid,, 110 | 11,Sevilla,Barcelona,, 111 | 11,Villarreal ,Real Betis,, 112 | 12,Alavés,Espanyol,, 113 | 12,Athletic Bilbao,Villarreal,, 114 | 12,Atlético de Madrid,Real Madrid,, 115 | 12,Barcelona,Málaga,, 116 | 12,Deportivo La Coruña,Sevilla,, 117 | 12,Eibar,Celta de Vigo,, 118 | 12,Legales,Osasuna,, 119 | 12,Real Betis,Las Palmas,, 120 | 12,Sporting de Gijón,Real Sociedad,, 121 | 12,Valencia,Granada,, 122 | 13,Celta de Vigo,Granada,, 123 | 13,Eibar,Real Betis,, 124 | 13,Espanyol,Leganés,, 125 | 13,Las Palmas,Athletic Bilbao,, 126 | 13,Málaga,Deportivo La Coruña,, 127 | 13,Osasuna,Atlético de Madrid,, 128 | 13,Real Madrid,Sporting de Gijón,, 129 | 13,Real Sociedad,Barcelona,, 130 | 13,Sevilla,Valencia,, 131 | 13,Villarreal,Alavés,, 132 | 14,Alavés,Las Palmas,, 133 | 14,Athletic Bilbao,Eibar,, 134 | 14,Atlético de Madrid,Espanyol,, 135 | 14,Barcelona,Real Madrid,, 136 | 14,Deportivo La Coruña,Real Sociedad,, 137 | 14,Granada,Sevilla,, 138 | 14,Leganés,Villarreal,, 139 | 14,Real Betis,Celta de Vigo ,, 140 | 14,Sporting de Gijón,Osasuna,, 141 | 14,Valencia,Málaga,, 142 | 15,Celta de Vigo,Sevilla,, 143 | 15,Eibar,Alavés,, 144 | 15,Espanyol,Sporting de Gijón,, 145 | 15,Las Palmas,Leganés,, 146 | 15,Málaga,Granada,, 147 | 15,Osasuna,Barcelona,, 148 | 15,Real Betis,Athletic Bilbao,, 149 | 15,Real Madrid,Deportivo La Coruña,, 150 | 15,Real Sociedad,Valencia,, 151 | 15,Villarreal,Atlético de Madrid,, 152 | 16,Alavés,Real Betis,, 153 | 16,Athletic Bilbao,Celta de Vigo,, 154 | 16,Atlético de Madrid,Las Palmas,, 155 | 16,Barcelona,Espanyol,, 156 | 16,Deportivo La Coruña,Osasuna,, 157 | 16,Granada,Real Sociedad,, 158 | 16,Leganés,Eibar,, 159 | 16,Sevilla,Málaga,, 160 | 16,Sporting de Gijón,Villarreal,, 161 | 16,Valencia,Real Madrid,, 162 | 17,Athletic Bilbao,Alavés,, 163 | 17,Celta de Vigo,Málaga,, 164 | 17,Eibar,Atlético de Madrid,, 165 | 17,Espanyol,Deportivo La Coruña,, 166 | 17,Las Palmas,Sporting de Gijón,, 167 | 17,Osasuna,Valencia,, 168 | 17,Real Betis,Leganés,, 169 | 17,Real Madrid,Granada,, 170 | 17,Real Sociedad,Sevilla,, 171 | 17,Villarreal,Barcelona,, 172 | 18,Atlético de Madrid,Real Betis,, 173 | 18,Barcelona,Las Palmas,, 174 | 18,Celta de Vigo,Alavés,, 175 | 18,Deportivo La Coruña,Villarreal,, 176 | 18,Granada,Osasuna,, 177 | 18,Leganés,Athletic Bilbao,, 178 | 18,Málaga,Real Sociedad,, 179 | 18,Sevilla,Real Madrid,, 180 | 18,Sporting de Gijón,Eibar,, 181 | 18,Valencia,Espanyol,, 182 | 19,Alavés,Leganés,, 183 | 19,Athletic Bilbao,Atlético de Madrid,, 184 | 19,Eibar,Barcelona,, 185 | 19,Espanyol,Granda,, 186 | 19,Las Palmas ,Deportivo La Coruña,, 187 | 19,Osasuna,Sevilla,, 188 | 19,Real Betis,Sporting de Gijón,, 189 | 19,Real Madrid,Málaga ,, 190 | 19,Real Sociedad,Celta de Vigo,, 191 | 19,Villarreal,Valencia,, 192 | 20,Alavés,Atlético de Madrid,, 193 | 20,Real Betis,Barcelona,, 194 | 20,Leganés,Celta de Vigo,, 195 | 20,Eibar,Deportivo La Coruña,, 196 | 20,Villarreal,Granada ,, 197 | 20,Osasuna,Málaga,, 198 | 20,Real Madrid,Real Sociedad,, 199 | 20,Espanyol,Sevilla,, 200 | 20,Athletic Bilbao,Sporting de Gijón,, 201 | 20,Las Palmas,Valencia,, 202 | 21,Sporting de Gijón,Alavés,, 203 | 21,Barcelona,Athletic Bilbao,, 204 | 21,Valencia,Eibar,, 205 | 21,Málaga,Espanyol,, 206 | 21,Granada ,Las Palmas,, 207 | 21,Atlético de Madrid,Leganés,, 208 | 21,Real Sociedad,Osasuna,, 209 | 21,Deportivo La Coruña,Real Betis,, 210 | 21,Celta de Vigo,Real Madrid,, 211 | 21,Sevilla,Villarreal,, 212 | 22,Alavés,Barcelona,, 213 | 22,Atlético de Madrid,Celta de Vigo,, 214 | 22,Athletic Bilbao,Deportivo La Coruña,, 215 | 22,Eibar,Granada ,, 216 | 22,Villarreal,Málaga,, 217 | 22,Osasuna,Real Madrid,, 218 | 22,Espanyol,Real Sociedad,, 219 | 22,Las Palmas,Sevilla,, 220 | 22,Leganés,Sporting de Gijón,, 221 | 22,Real Betis,Valencia,, 222 | 23,Deportivo La Coruña,Alavés,, 223 | 23,Valencia,Athletic Bilbao,, 224 | 23,Sporting de Gijón,Atlético de Madrid,, 225 | 23,Sevilla,Eibar,, 226 | 23,Real Madrid,Espanyol,, 227 | 23,Málaga,Las Palmas,, 228 | 23,Barcelona,Leganés,, 229 | 23,Celta de Vigo,Osasuna,, 230 | 23,Granada ,Real Betis,, 231 | 23,Real Sociedad,Villarreal,, 232 | 24,Atlético de Madrid,Barcelona,, 233 | 24,Sporting de Gijón,Celta de Vigo,, 234 | 24,Leganés,Deportivo La Coruña,, 235 | 24,Athletic Bilbao,Granada ,, 236 | 24,Eibar,Málaga,, 237 | 24,Espanyol,Osasuna,, 238 | 24,Villarreal,Real Madrid,, 239 | 24,Las Palmas,Real Sociedad,, 240 | 24,Real Betis,Sevilla,, 241 | 24,Alavés,Valencia,, 242 | 25,Granada,Alavés,, 243 | 25,Sevilla,Athletic Bilbao,, 244 | 25,Deportivo La Coruña,Atlético de Madrid,, 245 | 25,Real Sociedad,Eibar,, 246 | 25,Celta de Vigo,Espanyol,, 247 | 25,Real Madrid,Las Palmas,, 248 | 25,Valencia,Leganés,, 249 | 25,Málaga,Real Betis,, 250 | 25,Barcelona,Sporting de Gijón,, 251 | 25,Osasuna,Villarreal,, 252 | 26,Barcelona,Celta de Vigo,, 253 | 26,Sporting de Gijón,Deportivo La Coruña,, 254 | 26,Villarreal ,Espanyol,, 255 | 26,Leganés,Granada,, 256 | 26,Athletic Bilbao,Málaga,, 257 | 26,Las Palmas,Osasuna,, 258 | 26,Eibar,Real Madrid,, 259 | 26,Real Betis,Real Sociedad,, 260 | 26,Alavés,Sevilla ,, 261 | 26,Atlético de Madrid,Valencia,, 262 | 27,Málaga,Alavés,, 263 | 27,Real Sociedad,Athletic Bilbao,, 264 | 27,Granada,Atlético de Madrid,, 265 | 27,Deportivo La Coruña,Barcelona,, 266 | 27,Osasuna,Eibar,, 267 | 27,Espanyol,Las Palmas,, 268 | 27,Sevilla,Leganés,, 269 | 27,Real Madrid,Real Betis,, 270 | 27,Valencia,Sporting de Gijón,, 271 | 27,Celta de Vigo,Villarreal,, 272 | 28,Deportivo La Coruña,Celta de Vigo,, 273 | 28,Eibar,Espanyol,, 274 | 28,Sporting de Gijón,Granada,, 275 | 28,Leganés,Málaga,, 276 | 28,Real Betis,Osasuna,, 277 | 28,Athelic Bilbao,Real Madrid,, 278 | 28,Alavés,Real Sociedad ,, 279 | 28,Atlético de Madrid,Sevilla,, 280 | 28,Barcelona,Valencia,, 281 | 28,Las Palmas ,Villarreal,, 282 | 29,Real Madrid,Alavés,, 283 | 29,Osasuna,Athletic Bilbao,, 284 | 29,Málaga,Atlético de Madrid,, 285 | 29,Granada,Barcelona,, 286 | 29,Valencia,Deportivo La Coruña,, 287 | 29,Villarreal,Eibar,, 288 | 29,Celta de Vigo,Las Palmas,, 289 | 29,Real Sociedad,Leganés,, 290 | 29,Espanyol ,Real Betis,, 291 | 29,Sevilla,Sporting de Gijón,, 292 | 30,Valencia,Celta de Vigo ,, 293 | 30,Athletic Bilbao,Espanyol,, 294 | 30,Deportivo La Coruña ,Granada,, 295 | 30,Eibar,Las Palmas,, 296 | 30,Sporting de Gijón,Málaga,, 297 | 30,Alavés,Osasuna,, 298 | 30,Leganés,Real Madrid,, 299 | 30,Atlético de Madrid,Real Sociedad,, 300 | 30,Barcelona,Sevilla,, 301 | 30,Real Betis,Villarreal ,, 302 | 31,Espanyol,Alavés,, 303 | 31,Villarreal,Athletic Bilbao,, 304 | 31,Real Madrid,Atlético de Madrid,, 305 | 31,Málaga,Barcelona,, 306 | 31,Sevilla,Deportivo La Coruña,, 307 | 31,Celta de Vigo,Eibar,, 308 | 31,Osasuna,Legales,, 309 | 31,Las Palmas,Real Betis,, 310 | 31,Real Sociedad,Sporting de Gijón,, 311 | 31,Granada,Valencia,, 312 | 32,Granada,Celta de Vigo,, 313 | 32,Real Betis,Eibar,, 314 | 32,Leganés,Espanyol,, 315 | 32,Athletic Bilbao,Las Palmas,, 316 | 32,Deportivo La Coruña,Málaga,, 317 | 32,Atlético de Madrid,Osasuna,, 318 | 32,Sporting de Gijón,Real Madrid,, 319 | 32,Barcelona,Real Sociedad,, 320 | 32,Valencia,Sevilla,, 321 | 32,Alavés,Villarreal,, 322 | 33,Las Palmas,Alavés,, 323 | 33,Eibar,Athletic Bilbao,, 324 | 33,Espanyol,Atlético de Madrid,, 325 | 33,Real Madrid,Barcelona,, 326 | 33,Real Sociedad,Deportivo La Coruña,, 327 | 33,Sevilla,Granada,, 328 | 33,Villarreal,Leganés,, 329 | 33,Celta de Vigo ,Real Betis,, 330 | 33,Osasuna,Sporting de Gijón,, 331 | 33,Málaga,Valencia,, 332 | 34,Sevilla,Celta de Vigo,, 333 | 34,Alavés,Eibar,, 334 | 34,Sporting de Gijón,Espanyol,, 335 | 34,Leganés,Las Palmas,, 336 | 34,Granada,Málaga,, 337 | 34,Barcelona,Osasuna,, 338 | 34,Athletic Bilbao,Real Betis,, 339 | 34,Deportivo La Coruña,Real Madrid,, 340 | 34,Valencia,Real Sociedad,, 341 | 34,Atlético de Madrid,Villarreal,, 342 | 35,Real Betis,Alavés,, 343 | 35,Celta de Vigo,Athletic Bilbao,, 344 | 35,Las Palmas,Atlético de Madrid,, 345 | 35,Espanyol,Barcelona,, 346 | 35,Osasuna,Deportivo La Coruña,, 347 | 35,Real Sociedad,Granada,, 348 | 35,Eibar,Leganés,, 349 | 35,Málaga,Sevilla,, 350 | 35,Villarreal,Sporting de Gijón,, 351 | 35,Real Madrid,Valencia,, 352 | 36,Alavés,Athletic Bilbao,, 353 | 36,Málaga,Celta de Vigo,, 354 | 36,Atlético de Madrid,Eibar,, 355 | 36,Deportivo La Coruña,Espanyol,, 356 | 36,Sporting de Gijón,Las Palmas,, 357 | 36,Valencia,Osasuna,, 358 | 36,Leganés,Real Betis,, 359 | 36,Granada,Real Madrid,, 360 | 36,Sevilla,Real Sociedad,, 361 | 36,Barcelona,Villarreal,, 362 | 37,Real Betis,Atlético de Madrid,, 363 | 37,Las Palmas,Barcelona,, 364 | 37,Alavés,Celta de Vigo,, 365 | 37,Villarreal,Deportivo La Coruña,, 366 | 37,Osasuna,Granada,, 367 | 37,Athletic Bilbao,Leganés,, 368 | 37,Real Sociedad,Málaga,, 369 | 37,Real Madrid,Sevilla,, 370 | 37,Eibar,Sporting de Gijón,, 371 | 37,Espanyol,Valencia,, 372 | 38,Leganés,Alavés,, 373 | 38,Atlético de Madrid,Athletic Bilbao,, 374 | 38,Barcelona,Eibar,, 375 | 38,Granda,Espanyol,, 376 | 38,Deportivo La Coruña,Las Palmas ,, 377 | 38,Sevilla,Osasuna,, 378 | 38,Sporting de Gijón,Real Betis,, 379 | 38,Málaga ,Real Madrid,, 380 | 38,Celta de Vigo,Real Sociedad,, 381 | 38,Valencia,Villarreal,, 382 | -------------------------------------------------------------------------------- /football-match-weather-conditions/english-premier-league-2016-17.csv: -------------------------------------------------------------------------------- 1 | Matchday,Home Team,Away Team,Kickoff Temp,Kickoff Humidity 2 | 1,Arsenal,Liverpool,, 3 | 1,Bournemouth,Manchester United,, 4 | 1,Burnley,Swansea City,, 5 | 1,Chelsea,West Ham,, 6 | 1,Crystal Palace,West Bromwich Albion,, 7 | 1,Everton,Tottenham,, 8 | 1,Hull City,Leicester City,, 9 | 1,Manchester City,Sunderland,, 10 | 1,Middlesbrough,Stoke City,, 11 | 1,Southampton,Watford,, 12 | 2,Leicester City,Arsenal,, 13 | 2,Liverpool,Burnley,, 14 | 2,Manchester United,Southampton,, 15 | 2,Stoke City,Manchester City,, 16 | 2,Sunderland,Middlesbrough,, 17 | 2,Swansea City,Hull City,, 18 | 2,Tottenham,Crystal Palace,, 19 | 2,Watford,Chelsea,, 20 | 2,West Bromwich Albion,Everton,, 21 | 2,West Ham,Bournemouth,, 22 | 3,Chelsea,Burnley,, 23 | 3,Crystal Palace,Bournemouth,, 24 | 3,Everton,Stoke City,, 25 | 3,Hull City,Manchester United,, 26 | 3,Leicester City,Swansea City,, 27 | 3,Manchester City,West Ham,, 28 | 3,Southampton,Sunderland,, 29 | 3,Tottenham,Liverpool,, 30 | 3,Watford,Arsenal,, 31 | 3,West Bromwich Albion,Middlesbrough,, 32 | 4,Arsenal,Southampton,, 33 | 4,Bournemouth,West Bromwich Albion,, 34 | 4,Burnley,Hull City,, 35 | 4,Liverpool,Leicester City,, 36 | 4,Manchester United,Manchester City,, 37 | 4,Middlesbrough,Crystal Palace,, 38 | 4,Stoke City,Tottenham,, 39 | 4,Sunderland,Everton,, 40 | 4,Swansea City,Chelsea,, 41 | 4,West Ham,Watford,, 42 | 5,Chelsea,Liverpool,, 43 | 5,Crystal Palace,Stoke City,, 44 | 5,Everton,Middlesbrough,, 45 | 5,Hull City,Arsenal,, 46 | 5,Leicester City,Burnley,, 47 | 5,Manchester City,Bournemouth,, 48 | 5,Southampton,Swansea City,, 49 | 5,Tottenham,Sunderland,, 50 | 5,Watford,Manchester United,, 51 | 5,West Bromwich Albion,West Ham,, 52 | 6,Arsenal,Chelsea,, 53 | 6,Bournemouth,Everton,, 54 | 6,Burnley,Watford,, 55 | 6,Liverpool,Hull City,, 56 | 6,Manchester United,Leicester City,, 57 | 6,Middlesbrough,Tottenham,, 58 | 6,Stoke City,West Bromwich Albion,, 59 | 6,Sunderland,Crystal Palace,, 60 | 6,Swansea City,Manchester City,, 61 | 6,West Ham,Southampton,, 62 | 7,Burnley,Arsenal,, 63 | 7,Everton,Crystal Palace,, 64 | 7,Hull City,Chelsea,, 65 | 7,Leicester City,Southampton,, 66 | 7,Manchester United,Stoke City,, 67 | 7,Sunderland,West Bromwich Albion,, 68 | 7,Swansea City,Liverpool,, 69 | 7,Tottenham,Manchester City,, 70 | 7,Watford,Bournemouth,, 71 | 7,West Ham,Middlesbrough,, 72 | 8,Arsenal,Swansea City,, 73 | 8,Bournemouth,Hull City,, 74 | 8,Chelsea,Leicester City,, 75 | 8,Crystal Palace,West Ham,, 76 | 8,Liverpool,Manchester United,, 77 | 8,Manchester City,Everton,, 78 | 8,Middlesbrough,Watford,, 79 | 8,Southampton,Burnley,, 80 | 8,Stoke City,Sunderland,, 81 | 8,West Bromwich Albion,Tottenham,, 82 | 9,Arsenal,Middlesbrough,, 83 | 9,Bournemouth,Tottenham,, 84 | 9,Burnley,Everton,, 85 | 9,Chelsea,Manchester United,, 86 | 9,Hull City,Stoke City,, 87 | 9,Leicester City,Crystal Palace,, 88 | 9,Liverpool,West Bromwich Albion,, 89 | 9,Manchester City,Southampton,, 90 | 9,Swansea City,Watford,, 91 | 9,West Ham,Sunderland,, 92 | 10,Crystal Palace,Liverpool,, 93 | 10,Everton,West Ham,, 94 | 10,Manchester United,Burnley,, 95 | 10,Middlesbrough,Bournemouth,, 96 | 10,Southampton,Chelsea,, 97 | 10,Stoke City,Swansea City,, 98 | 10,Sunderland,Arsenal,, 99 | 10,Tottenham,Leicester City,, 100 | 10,Watford,Hull City,, 101 | 10,West Bromwich Albion,Manchester City,, 102 | 11,Arsenal,Tottenham,, 103 | 11,Bournemouth,Sunderland,, 104 | 11,Burnley,Crystal Palace,, 105 | 11,Chelsea,Everton,, 106 | 11,Hull City,Southampton,, 107 | 11,Leicester City,West Bromwich Albion,, 108 | 11,Liverpool,Watford,, 109 | 11,Manchester City,Middlesbrough,, 110 | 11,Swansea City,Manchester United,, 111 | 11,West Ham,Stoke City,, 112 | 12,Crystal Palace,Manchester City,, 113 | 12,Everton,Swansea City,, 114 | 12,Manchester United,Arsenal,, 115 | 12,Middlesbrough,Chelsea,, 116 | 12,Southampton,Liverpool,, 117 | 12,Stoke City,Bournemouth,, 118 | 12,Sunderland,Hull City,, 119 | 12,Tottenham,West Ham,, 120 | 12,Watford,Leicester City,, 121 | 12,West Bromwich Albion,Burnley,, 122 | 13,Arsenal,Bournemouth,, 123 | 13,Burnley,Manchester City,, 124 | 13,Chelsea,Tottenham,, 125 | 13,Hull City,West Bromwich Albion,, 126 | 13,Leicester City,Middlesbrough,, 127 | 13,Liverpool,Sunderland,, 128 | 13,Manchester United,West Ham,, 129 | 13,Southampton,Everton,, 130 | 13,Swansea City,Crystal Palace,, 131 | 13,Watford,Stoke City,, 132 | 14,Bournemouth,Liverpool,, 133 | 14,Crystal Palace,Southampton,, 134 | 14,Everton,Manchester United,, 135 | 14,Manchester City,Chelsea,, 136 | 14,Middlesbrough,Hull City,, 137 | 14,Stoke City,Burnley,, 138 | 14,Sunderland,Leicester City,, 139 | 14,Tottenham,Swansea City,, 140 | 14,West Bromwich Albion,Watford,, 141 | 14,West Ham,Arsenal,, 142 | 15,Arsenal,Stoke City,, 143 | 15,Burnley,Bournemouth,, 144 | 15,Chelsea,West Bromwich Albion,, 145 | 15,Hull City,Crystal Palace,, 146 | 15,Leicester City,Manchester City,, 147 | 15,Liverpool,West Ham,, 148 | 15,Manchester United,Tottenham,, 149 | 15,Southampton,Middlesbrough,, 150 | 15,Swansea City,Sunderland,, 151 | 15,Watford,Everton,, 152 | 16,Bournemouth,Leicester City,, 153 | 16,Middlesbrough,Liverpool,, 154 | 16,Sunderland,Chelsea,, 155 | 16,West Ham,Burnley,, 156 | 16,Crystal Palace,Manchester United,, 157 | 16,West Bromwich Albion,Swansea City,, 158 | 16,Everton,Arsenal,, 159 | 16,Manchester City,Watford,, 160 | 16,Stoke City,Southampton,, 161 | 16,Tottenham,Hull City,, 162 | 17,Bournemouth,Southampton,, 163 | 17,Crystal Palace,Chelsea,, 164 | 17,Everton,Liverpool,, 165 | 17,Manchester City,Arsenal,, 166 | 17,Middlesbrough,Swansea City,, 167 | 17,Stoke City,Leicester City,, 168 | 17,Sunderland,Watford,, 169 | 17,Tottenham,Burnley,, 170 | 17,West Bromwich Albion,Manchester United,, 171 | 17,West Ham,Hull City,, 172 | 18,Arsenal,West Bromwich Albion,, 173 | 18,Burnley,Middlesbrough,, 174 | 18,Chelsea,Bournemouth,, 175 | 18,Hull City,Manchester City,, 176 | 18,Leicester City,Everton,, 177 | 18,Liverpool,Stoke City,, 178 | 18,Manchester United,Sunderland,, 179 | 18,Southampton,Tottenham,, 180 | 18,Swansea City,West Ham,, 181 | 18,Watford,Crystal Palace,, 182 | 19,Arsenal,Crystal Palace,, 183 | 19,Burnley,Sunderland,, 184 | 19,Chelsea,Stoke City,, 185 | 19,Hull City,Everton,, 186 | 19,Leicester City,West Ham,, 187 | 19,Liverpool,Manchester City,, 188 | 19,Manchester United,Middlesbrough,, 189 | 19,Southampton,West Bromwich Albion,, 190 | 19,Swansea City,Bournemouth,, 191 | 19,Watford,Tottenham,, 192 | 20,Bournemouth,Arsenal,, 193 | 20,Crystal Palace,Swansea City,, 194 | 20,Everton,Southampton,, 195 | 20,Manchester City,Burnley,, 196 | 20,Middlesbrough,Leicester City,, 197 | 20,Stoke City,Watford,, 198 | 20,Sunderland,Liverpool,, 199 | 20,Tottenham,Chelsea,, 200 | 20,West Bromwich Albion,Hull City,, 201 | 20,West Ham,Manchester United,, 202 | 21,Burnley,Southampton,, 203 | 21,Everton,Manchester City,, 204 | 21,Hull City,Bournemouth,, 205 | 21,Leicester City,Chelsea,, 206 | 21,Manchester United,Liverpool,, 207 | 21,Sunderland,Stoke City,, 208 | 21,Swansea City,Arsenal,, 209 | 21,Tottenham,West Bromwich Albion,, 210 | 21,Watford,Middlesbrough,, 211 | 21,West Ham,Crystal Palace,, 212 | 22,Arsenal,Burnley,, 213 | 22,Bournemouth,Watford,, 214 | 22,Chelsea,Hull City,, 215 | 22,Crystal Palace,Everton,, 216 | 22,Liverpool,Swansea City,, 217 | 22,Manchester City,Tottenham,, 218 | 22,Middlesbrough,West Ham,, 219 | 22,Southampton,Leicester City,, 220 | 22,Stoke City,Manchester United,, 221 | 22,West Bromwich Albion,Sunderland,, 222 | 23,Arsenal,Watford,, 223 | 23,Bournemouth,Crystal Palace,, 224 | 23,Burnley,Leicester City,, 225 | 23,Middlesbrough,West Bromwich Albion,, 226 | 23,Sunderland,Tottenham,, 227 | 23,Swansea City,Southampton,, 228 | 23,West Ham,Manchester City,, 229 | 23,Manchester United,Hull City,, 230 | 23,Liverpool,Chelsea,, 231 | 23,Stoke City,Everton,, 232 | 24,Chelsea,Arsenal,, 233 | 24,Crystal Palace,Sunderland,, 234 | 24,Everton,Bournemouth,, 235 | 24,Hull City,Liverpool,, 236 | 24,Leicester City,Manchester United,, 237 | 24,Manchester City,Swansea City,, 238 | 24,Southampton,West Ham,, 239 | 24,Tottenham,Middlesbrough,, 240 | 24,Watford,Burnley,, 241 | 24,West Bromwich Albion,Stoke City,, 242 | 25,Arsenal,Hull City,, 243 | 25,Bournemouth,Manchester City,, 244 | 25,Burnley,Chelsea,, 245 | 25,Liverpool,Tottenham,, 246 | 25,Manchester United,Watford,, 247 | 25,Middlesbrough,Everton,, 248 | 25,Stoke City,Crystal Palace,, 249 | 25,Sunderland,Southampton,, 250 | 25,Swansea City,Leicester City,, 251 | 25,West Ham,West Bromwich Albion,, 252 | 26,Chelsea,Swansea City,, 253 | 26,Crystal Palace,Middlesbrough,, 254 | 26,Everton,Sunderland,, 255 | 26,Hull City,Burnley,, 256 | 26,Leicester City,Liverpool,, 257 | 26,Manchester City,Manchester United,, 258 | 26,Southampton,Arsenal,, 259 | 26,Tottenham,Stoke City,, 260 | 26,Watford,West Ham,, 261 | 26,West Bromwich Albion,Bournemouth,, 262 | 27,Leicester City,Hull City,, 263 | 27,Liverpool,Arsenal,, 264 | 27,Manchester United,Bournemouth,, 265 | 27,Stoke City,Middlesbrough,, 266 | 27,Sunderland,Manchester City,, 267 | 27,Swansea City,Burnley,, 268 | 27,Tottenham,Everton,, 269 | 27,Watford,Southampton,, 270 | 27,West Bromwich Albion,Crystal Palace,, 271 | 27,West Ham,Chelsea,, 272 | 28,Arsenal,Leicester City,, 273 | 28,Bournemouth,West Ham,, 274 | 28,Burnley,Liverpool,, 275 | 28,Chelsea,Watford,, 276 | 28,Crystal Palace,Tottenham,, 277 | 28,Everton,West Bromwich Albion,, 278 | 28,Hull City,Swansea City,, 279 | 28,Manchester City,Stoke City,, 280 | 28,Middlesbrough,Sunderland,, 281 | 28,Southampton,Manchester United,, 282 | 29,Bournemouth,Swansea City,, 283 | 29,Crystal Palace,Watford,, 284 | 29,Everton,Hull City,, 285 | 29,Manchester City,Liverpool,, 286 | 29,Middlesbrough,Manchester United,, 287 | 29,Stoke City,Chelsea,, 288 | 29,Sunderland,Burnley,, 289 | 29,Tottenham,Southampton,, 290 | 29,West Bromwich Albion,Arsenal,, 291 | 29,West Ham,Leicester City,, 292 | 30,Arsenal,Manchester City,, 293 | 30,Burnley,Tottenham,, 294 | 30,Chelsea,Crystal Palace,, 295 | 30,Hull City,West Ham,, 296 | 30,Leicester City,Stoke City,, 297 | 30,Liverpool,Everton,, 298 | 30,Manchester United,West Bromwich Albion,, 299 | 30,Southampton,Bournemouth,, 300 | 30,Swansea City,Middlesbrough,, 301 | 30,Watford,Sunderland,, 302 | 31,Arsenal,West Ham,, 303 | 31,Burnley,Stoke City,, 304 | 31,Hull City,Middlesbrough,, 305 | 31,Leicester City,Sunderland,, 306 | 31,Swansea City,Tottenham,, 307 | 31,Watford,West Bromwich Albion,, 308 | 31,Manchester United,Everton,, 309 | 31,Chelsea,Manchester City,, 310 | 31,Southampton,Crystal Palace,, 311 | 31,Liverpool,Bournemouth,, 312 | 32,Bournemouth,Chelsea,, 313 | 32,Crystal Palace,Arsenal,, 314 | 32,Everton,Leicester City,, 315 | 32,Manchester City,Hull City,, 316 | 32,Middlesbrough,Burnley,, 317 | 32,Stoke City,Liverpool,, 318 | 32,Sunderland,Manchester United,, 319 | 32,Tottenham,Watford,, 320 | 32,West Bromwich Albion,Southampton,, 321 | 32,West Ham,Swansea City,, 322 | 33,Crystal Palace,Leicester City,, 323 | 33,Everton,Burnley,, 324 | 33,Manchester United,Chelsea,, 325 | 33,Middlesbrough,Arsenal,, 326 | 33,Southampton,Manchester City,, 327 | 33,Stoke City,Hull City,, 328 | 33,Sunderland,West Ham,, 329 | 33,Tottenham,Bournemouth,, 330 | 33,Watford,Swansea City,, 331 | 33,West Bromwich Albion,Liverpool,, 332 | 34,Arsenal,Sunderland,, 333 | 34,Bournemouth,Middlesbrough,, 334 | 34,Burnley,Manchester United,, 335 | 34,Chelsea,Southampton,, 336 | 34,Hull City,Watford,, 337 | 34,Leicester City,Tottenham,, 338 | 34,Liverpool,Crystal Palace,, 339 | 34,Manchester City,West Bromwich Albion,, 340 | 34,Swansea City,Stoke City,, 341 | 34,West Ham,Everton,, 342 | 35,Crystal Palace,Burnley,, 343 | 35,Everton,Chelsea,, 344 | 35,Manchester United,Swansea City,, 345 | 35,Middlesbrough,Manchester City,, 346 | 35,Southampton,Hull City,, 347 | 35,Stoke City,West Ham,, 348 | 35,Sunderland,Bournemouth,, 349 | 35,Tottenham,Arsenal,, 350 | 35,Watford,Liverpool,, 351 | 35,West Bromwich Albion,Leicester City,, 352 | 36,Arsenal,Manchester United,, 353 | 36,Bournemouth,Stoke City,, 354 | 36,Burnley,West Bromwich Albion,, 355 | 36,Chelsea,Middlesbrough,, 356 | 36,Hull City,Sunderland,, 357 | 36,Leicester City,Watford,, 358 | 36,Liverpool,Southampton,, 359 | 36,Manchester City,Crystal Palace,, 360 | 36,Swansea City,Everton,, 361 | 36,West Ham,Tottenham,, 362 | 37,Bournemouth,Burnley,, 363 | 37,Crystal Palace,Hull City,, 364 | 37,Everton,Watford,, 365 | 37,Manchester City,Leicester City,, 366 | 37,Middlesbrough,Southampton,, 367 | 37,Stoke City,Arsenal,, 368 | 37,Sunderland,Swansea City,, 369 | 37,Tottenham,Manchester United,, 370 | 37,West Bromwich Albion,Chelsea,, 371 | 37,West Ham,Liverpool,, 372 | 38,Arsenal,Everton,, 373 | 38,Burnley,West Ham,, 374 | 38,Chelsea,Sunderland,, 375 | 38,Hull City,Tottenham,, 376 | 38,Leicester City,Bournemouth,, 377 | 38,Liverpool,Middlesbrough,, 378 | 38,Manchester United,Crystal Palace,, 379 | 38,Southampton,Stoke City,, 380 | 38,Swansea City,West Bromwich Albion,, 381 | 38,Watford,Manchester City,, 382 | -------------------------------------------------------------------------------- /football-match-weather-conditions/german-bundesliga-2016-17.csv: -------------------------------------------------------------------------------- 1 | Matchday,Home Team,Away Team,Kickoff Temp,Kickoff Humidity 2 | 1,FC Bayern München,SV Werder Bremen,, 3 | 1,Borussia Dortmund,1. FSV Mainz 05,, 4 | 1,Borussia Mönchengladbach,Bayer 04 Leverkusen,, 5 | 1,Hertha Berlin,Sport-Club Freiburg,, 6 | 1,1. FC Köln,SV Darmstadt 98,, 7 | 1,Hamburger SV,FC Ingolstadt 04,, 8 | 1,FC Augsburg,VfL Wolfsburg,, 9 | 1,TSG 1899 Hoffenheim,RB Leipzig,, 10 | 1,Eintracht Frankfurt,FC Schalke 04,, 11 | 2,Bayer 04 Leverkusen,Hamburger SV,, 12 | 2,FC Schalke 04,FC Bayern München,, 13 | 2,1. FSV Mainz 05,TSG 1899 Hoffenheim,, 14 | 2,VfL Wolfsburg,1. FC Köln,, 15 | 2,FC Ingolstadt 04,Hertha Berlin,, 16 | 2,SV Werder Bremen,FC Augsburg,, 17 | 2,SV Darmstadt 98,Eintracht Frankfurt,, 18 | 2,Sport-Club Freiburg,Borussia Mönchengladbach,, 19 | 2,RB Leipzig,Borussia Dortmund,, 20 | 3,FC Bayern München,FC Ingolstadt 04,, 21 | 3,Borussia Dortmund,SV Darmstadt 98,, 22 | 3,Borussia Mönchengladbach,SV Werder Bremen,, 23 | 3,Hertha Berlin,FC Schalke 04,, 24 | 3,1. FC Köln,Sport-Club Freiburg,, 25 | 3,Hamburger SV,RB Leipzig,, 26 | 3,FC Augsburg,1. FSV Mainz 05,, 27 | 3,TSG 1899 Hoffenheim,VfL Wolfsburg,, 28 | 3,Eintracht Frankfurt,Bayer 04 Leverkusen,, 29 | 4,FC Bayern München,Hertha Berlin,, 30 | 4,Bayer 04 Leverkusen,FC Augsburg,, 31 | 4,FC Schalke 04,1. FC Köln,, 32 | 4,VfL Wolfsburg,Borussia Dortmund,, 33 | 4,FC Ingolstadt 04,Eintracht Frankfurt,, 34 | 4,SV Werder Bremen,1. FSV Mainz 05,, 35 | 4,SV Darmstadt 98,TSG 1899 Hoffenheim,, 36 | 4,Sport-Club Freiburg,Hamburger SV,, 37 | 4,RB Leipzig,Borussia Mönchengladbach,, 38 | 5,Borussia Dortmund,Sport-Club Freiburg,, 39 | 5,Borussia Mönchengladbach,FC Ingolstadt 04,, 40 | 5,1. FSV Mainz 05,Bayer 04 Leverkusen,, 41 | 5,1. FC Köln,RB Leipzig,, 42 | 5,Hamburger SV,FC Bayern München,, 43 | 5,FC Augsburg,SV Darmstadt 98,, 44 | 5,SV Werder Bremen,VfL Wolfsburg,, 45 | 5,TSG 1899 Hoffenheim,FC Schalke 04,, 46 | 5,Eintracht Frankfurt,Hertha Berlin,, 47 | 6,FC Bayern München,1. FC Köln,, 48 | 6,Bayer 04 Leverkusen,Borussia Dortmund,, 49 | 6,FC Schalke 04,Borussia Mönchengladbach,, 50 | 6,Hertha Berlin,Hamburger SV,, 51 | 6,VfL Wolfsburg,1. FSV Mainz 05,, 52 | 6,FC Ingolstadt 04,TSG 1899 Hoffenheim,, 53 | 6,SV Darmstadt 98,SV Werder Bremen,, 54 | 6,Sport-Club Freiburg,Eintracht Frankfurt,, 55 | 6,RB Leipzig,FC Augsburg,, 56 | 7,Borussia Dortmund,Hertha Berlin,, 57 | 7,Borussia Mönchengladbach,Hamburger SV,, 58 | 7,1. FSV Mainz 05,SV Darmstadt 98,, 59 | 7,VfL Wolfsburg,RB Leipzig,, 60 | 7,1. FC Köln,FC Ingolstadt 04,, 61 | 7,FC Augsburg,FC Schalke 04,, 62 | 7,SV Werder Bremen,Bayer 04 Leverkusen,, 63 | 7,TSG 1899 Hoffenheim,Sport-Club Freiburg,, 64 | 7,Eintracht Frankfurt,FC Bayern München,, 65 | 8,FC Bayern München,Borussia Mönchengladbach,, 66 | 8,Bayer 04 Leverkusen,TSG 1899 Hoffenheim,, 67 | 8,FC Schalke 04,1. FSV Mainz 05,, 68 | 8,Hertha Berlin,1. FC Köln,, 69 | 8,Hamburger SV,Eintracht Frankfurt,, 70 | 8,FC Ingolstadt 04,Borussia Dortmund,, 71 | 8,SV Darmstadt 98,VfL Wolfsburg,, 72 | 8,Sport-Club Freiburg,FC Augsburg,, 73 | 8,RB Leipzig,SV Werder Bremen,, 74 | 9,Borussia Dortmund,FC Schalke 04,, 75 | 9,Borussia Mönchengladbach,Eintracht Frankfurt,, 76 | 9,1. FSV Mainz 05,FC Ingolstadt 04,, 77 | 9,VfL Wolfsburg,Bayer 04 Leverkusen,, 78 | 9,1. FC Köln,Hamburger SV,, 79 | 9,FC Augsburg,FC Bayern München,, 80 | 9,SV Werder Bremen,Sport-Club Freiburg,, 81 | 9,SV Darmstadt 98,RB Leipzig,, 82 | 9,TSG 1899 Hoffenheim,Hertha Berlin,, 83 | 10,FC Bayern München,TSG 1899 Hoffenheim,, 84 | 10,Bayer 04 Leverkusen,SV Darmstadt 98,, 85 | 10,FC Schalke 04,SV Werder Bremen,, 86 | 10,Hertha Berlin,Borussia Mönchengladbach,, 87 | 10,Hamburger SV,Borussia Dortmund,, 88 | 10,FC Ingolstadt 04,FC Augsburg,, 89 | 10,Eintracht Frankfurt,1. FC Köln,, 90 | 10,Sport-Club Freiburg,VfL Wolfsburg,, 91 | 10,RB Leipzig,1. FSV Mainz 05,, 92 | 11,Borussia Dortmund,FC Bayern München,, 93 | 11,Bayer 04 Leverkusen,RB Leipzig,, 94 | 11,Borussia Mönchengladbach,1. FC Köln,, 95 | 11,1. FSV Mainz 05,Sport-Club Freiburg,, 96 | 11,VfL Wolfsburg,FC Schalke 04,, 97 | 11,FC Augsburg,Hertha Berlin,, 98 | 11,SV Werder Bremen,Eintracht Frankfurt,, 99 | 11,SV Darmstadt 98,FC Ingolstadt 04,, 100 | 11,TSG 1899 Hoffenheim,Hamburger SV,, 101 | 12,FC Bayern München,Bayer 04 Leverkusen,, 102 | 12,Borussia Mönchengladbach,TSG 1899 Hoffenheim,, 103 | 12,FC Schalke 04,SV Darmstadt 98,, 104 | 12,Hertha Berlin,1. FSV Mainz 05,, 105 | 12,1. FC Köln,FC Augsburg,, 106 | 12,Hamburger SV,SV Werder Bremen,, 107 | 12,FC Ingolstadt 04,VfL Wolfsburg,, 108 | 12,Eintracht Frankfurt,Borussia Dortmund,, 109 | 12,Sport-Club Freiburg,RB Leipzig,, 110 | 13,Borussia Dortmund,Borussia Mönchengladbach,, 111 | 13,Bayer 04 Leverkusen,Sport-Club Freiburg,, 112 | 13,1. FSV Mainz 05,FC Bayern München,, 113 | 13,VfL Wolfsburg,Hertha Berlin,, 114 | 13,FC Augsburg,Eintracht Frankfurt,, 115 | 13,SV Werder Bremen,FC Ingolstadt 04,, 116 | 13,SV Darmstadt 98,Hamburger SV,, 117 | 13,TSG 1899 Hoffenheim,1. FC Köln,, 118 | 13,RB Leipzig,FC Schalke 04,, 119 | 14,FC Bayern München,VfL Wolfsburg,, 120 | 14,Borussia Mönchengladbach,1. FSV Mainz 05,, 121 | 14,FC Schalke 04,Bayer 04 Leverkusen,, 122 | 14,Hertha Berlin,SV Werder Bremen,, 123 | 14,1. FC Köln,Borussia Dortmund,, 124 | 14,Hamburger SV,FC Augsburg,, 125 | 14,FC Ingolstadt 04,RB Leipzig,, 126 | 14,Eintracht Frankfurt,TSG 1899 Hoffenheim,, 127 | 14,Sport-Club Freiburg,SV Darmstadt 98,, 128 | 15,Bayer 04 Leverkusen,FC Ingolstadt 04,, 129 | 15,FC Schalke 04,Sport-Club Freiburg,, 130 | 15,1. FSV Mainz 05,Hamburger SV,, 131 | 15,VfL Wolfsburg,Eintracht Frankfurt,, 132 | 15,FC Augsburg,Borussia Mönchengladbach,, 133 | 15,SV Werder Bremen,1. FC Köln,, 134 | 15,SV Darmstadt 98,FC Bayern München,, 135 | 15,TSG 1899 Hoffenheim,Borussia Dortmund,, 136 | 15,RB Leipzig,Hertha Berlin,, 137 | 16,FC Bayern München,RB Leipzig,, 138 | 16,Borussia Dortmund,FC Augsburg,, 139 | 16,Borussia Mönchengladbach,VfL Wolfsburg,, 140 | 16,Hertha Berlin,SV Darmstadt 98,, 141 | 16,1. FC Köln,Bayer 04 Leverkusen,, 142 | 16,Hamburger SV,FC Schalke 04,, 143 | 16,FC Ingolstadt 04,Sport-Club Freiburg,, 144 | 16,TSG 1899 Hoffenheim,SV Werder Bremen,, 145 | 16,Eintracht Frankfurt,1. FSV Mainz 05,, 146 | 17,Bayer 04 Leverkusen,Hertha Berlin,, 147 | 17,FC Schalke 04,FC Ingolstadt 04,, 148 | 17,1. FSV Mainz 05,1. FC Köln,, 149 | 17,VfL Wolfsburg,Hamburger SV,, 150 | 17,FC Augsburg,TSG 1899 Hoffenheim,, 151 | 17,SV Werder Bremen,Borussia Dortmund,, 152 | 17,SV Darmstadt 98,Borussia Mönchengladbach,, 153 | 17,Sport-Club Freiburg,FC Bayern München,, 154 | 17,RB Leipzig,Eintracht Frankfurt,, 155 | 18,Bayer 04 Leverkusen,Borussia Mönchengladbach,, 156 | 18,FC Schalke 04,Eintracht Frankfurt,, 157 | 18,1. FSV Mainz 05,Borussia Dortmund,, 158 | 18,VfL Wolfsburg,FC Augsburg,, 159 | 18,FC Ingolstadt 04,Hamburger SV,, 160 | 18,SV Werder Bremen,FC Bayern München,, 161 | 18,SV Darmstadt 98,1. FC Köln,, 162 | 18,Sport-Club Freiburg,Hertha Berlin,, 163 | 18,RB Leipzig,TSG 1899 Hoffenheim,, 164 | 19,FC Bayern München,FC Schalke 04,, 165 | 19,Borussia Dortmund,RB Leipzig,, 166 | 19,Borussia Mönchengladbach,Sport-Club Freiburg,, 167 | 19,Hertha Berlin,FC Ingolstadt 04,, 168 | 19,1. FC Köln,VfL Wolfsburg,, 169 | 19,Hamburger SV,Bayer 04 Leverkusen,, 170 | 19,FC Augsburg,SV Werder Bremen,, 171 | 19,TSG 1899 Hoffenheim,1. FSV Mainz 05,, 172 | 19,Eintracht Frankfurt,SV Darmstadt 98,, 173 | 20,Bayer 04 Leverkusen,Eintracht Frankfurt,, 174 | 20,FC Schalke 04,Hertha Berlin,, 175 | 20,1. FSV Mainz 05,FC Augsburg,, 176 | 20,VfL Wolfsburg,TSG 1899 Hoffenheim,, 177 | 20,FC Ingolstadt 04,FC Bayern München,, 178 | 20,SV Werder Bremen,Borussia Mönchengladbach,, 179 | 20,SV Darmstadt 98,Borussia Dortmund,, 180 | 20,Sport-Club Freiburg,1. FC Köln,, 181 | 20,RB Leipzig,Hamburger SV,, 182 | 21,Borussia Dortmund,VfL Wolfsburg,, 183 | 21,Borussia Mönchengladbach,RB Leipzig,, 184 | 21,1. FSV Mainz 05,SV Werder Bremen,, 185 | 21,Hertha Berlin,FC Bayern München,, 186 | 21,1. FC Köln,FC Schalke 04,, 187 | 21,Hamburger SV,Sport-Club Freiburg,, 188 | 21,FC Augsburg,Bayer 04 Leverkusen,, 189 | 21,TSG 1899 Hoffenheim,SV Darmstadt 98,, 190 | 21,Eintracht Frankfurt,FC Ingolstadt 04,, 191 | 22,FC Bayern München,Hamburger SV,, 192 | 22,Bayer 04 Leverkusen,1. FSV Mainz 05,, 193 | 22,FC Schalke 04,TSG 1899 Hoffenheim,, 194 | 22,Hertha Berlin,Eintracht Frankfurt,, 195 | 22,VfL Wolfsburg,SV Werder Bremen,, 196 | 22,FC Ingolstadt 04,Borussia Mönchengladbach,, 197 | 22,SV Darmstadt 98,FC Augsburg,, 198 | 22,Sport-Club Freiburg,Borussia Dortmund,, 199 | 22,RB Leipzig,1. FC Köln,, 200 | 23,Borussia Dortmund,Bayer 04 Leverkusen,, 201 | 23,Borussia Mönchengladbach,FC Schalke 04,, 202 | 23,1. FSV Mainz 05,VfL Wolfsburg,, 203 | 23,1. FC Köln,FC Bayern München,, 204 | 23,Hamburger SV,Hertha Berlin,, 205 | 23,FC Augsburg,RB Leipzig,, 206 | 23,SV Werder Bremen,SV Darmstadt 98,, 207 | 23,TSG 1899 Hoffenheim,FC Ingolstadt 04,, 208 | 23,Eintracht Frankfurt,Sport-Club Freiburg,, 209 | 24,FC Bayern München,Eintracht Frankfurt,, 210 | 24,Bayer 04 Leverkusen,SV Werder Bremen,, 211 | 24,FC Schalke 04,FC Augsburg,, 212 | 24,Hertha Berlin,Borussia Dortmund,, 213 | 24,Hamburger SV,Borussia Mönchengladbach,, 214 | 24,FC Ingolstadt 04,1. FC Köln,, 215 | 24,SV Darmstadt 98,1. FSV Mainz 05,, 216 | 24,Sport-Club Freiburg,TSG 1899 Hoffenheim,, 217 | 24,RB Leipzig,VfL Wolfsburg,, 218 | 25,Borussia Dortmund,FC Ingolstadt 04,, 219 | 25,Borussia Mönchengladbach,FC Bayern München,, 220 | 25,1. FSV Mainz 05,FC Schalke 04,, 221 | 25,VfL Wolfsburg,SV Darmstadt 98,, 222 | 25,1. FC Köln,Hertha Berlin,, 223 | 25,FC Augsburg,Sport-Club Freiburg,, 224 | 25,SV Werder Bremen,RB Leipzig,, 225 | 25,TSG 1899 Hoffenheim,Bayer 04 Leverkusen,, 226 | 25,Eintracht Frankfurt,Hamburger SV,, 227 | 26,FC Bayern München,FC Augsburg,, 228 | 26,Bayer 04 Leverkusen,VfL Wolfsburg,, 229 | 26,FC Schalke 04,Borussia Dortmund,, 230 | 26,Hertha Berlin,TSG 1899 Hoffenheim,, 231 | 26,Hamburger SV,1. FC Köln,, 232 | 26,FC Ingolstadt 04,1. FSV Mainz 05,, 233 | 26,Eintracht Frankfurt,Borussia Mönchengladbach,, 234 | 26,Sport-Club Freiburg,SV Werder Bremen,, 235 | 26,RB Leipzig,SV Darmstadt 98,, 236 | 27,Borussia Dortmund,Hamburger SV,, 237 | 27,Borussia Mönchengladbach,Hertha Berlin,, 238 | 27,1. FSV Mainz 05,RB Leipzig,, 239 | 27,VfL Wolfsburg,Sport-Club Freiburg,, 240 | 27,1. FC Köln,Eintracht Frankfurt,, 241 | 27,FC Augsburg,FC Ingolstadt 04,, 242 | 27,SV Werder Bremen,FC Schalke 04,, 243 | 27,SV Darmstadt 98,Bayer 04 Leverkusen,, 244 | 27,TSG 1899 Hoffenheim,FC Bayern München,, 245 | 28,FC Bayern München,Borussia Dortmund,, 246 | 28,FC Schalke 04,VfL Wolfsburg,, 247 | 28,Hertha Berlin,FC Augsburg,, 248 | 28,1. FC Köln,Borussia Mönchengladbach,, 249 | 28,Hamburger SV,TSG 1899 Hoffenheim,, 250 | 28,FC Ingolstadt 04,SV Darmstadt 98,, 251 | 28,Eintracht Frankfurt,SV Werder Bremen,, 252 | 28,Sport-Club Freiburg,1. FSV Mainz 05,, 253 | 28,RB Leipzig,Bayer 04 Leverkusen,, 254 | 29,Borussia Dortmund,Eintracht Frankfurt,, 255 | 29,Bayer 04 Leverkusen,FC Bayern München,, 256 | 29,1. FSV Mainz 05,Hertha Berlin,, 257 | 29,VfL Wolfsburg,FC Ingolstadt 04,, 258 | 29,FC Augsburg,1. FC Köln,, 259 | 29,SV Werder Bremen,Hamburger SV,, 260 | 29,SV Darmstadt 98,FC Schalke 04,, 261 | 29,TSG 1899 Hoffenheim,Borussia Mönchengladbach,, 262 | 29,RB Leipzig,Sport-Club Freiburg,, 263 | 30,FC Bayern München,1. FSV Mainz 05,, 264 | 30,Borussia Mönchengladbach,Borussia Dortmund,, 265 | 30,FC Schalke 04,RB Leipzig,, 266 | 30,Hertha Berlin,VfL Wolfsburg,, 267 | 30,1. FC Köln,TSG 1899 Hoffenheim,, 268 | 30,Hamburger SV,SV Darmstadt 98,, 269 | 30,FC Ingolstadt 04,SV Werder Bremen,, 270 | 30,Eintracht Frankfurt,FC Augsburg,, 271 | 30,Sport-Club Freiburg,Bayer 04 Leverkusen,, 272 | 31,Borussia Dortmund,1. FC Köln,, 273 | 31,Bayer 04 Leverkusen,FC Schalke 04,, 274 | 31,1. FSV Mainz 05,Borussia Mönchengladbach,, 275 | 31,VfL Wolfsburg,FC Bayern München,, 276 | 31,FC Augsburg,Hamburger SV,, 277 | 31,SV Werder Bremen,Hertha Berlin,, 278 | 31,SV Darmstadt 98,Sport-Club Freiburg,, 279 | 31,TSG 1899 Hoffenheim,Eintracht Frankfurt,, 280 | 31,RB Leipzig,FC Ingolstadt 04,, 281 | 32,FC Bayern München,SV Darmstadt 98,, 282 | 32,Borussia Dortmund,TSG 1899 Hoffenheim,, 283 | 32,Borussia Mönchengladbach,FC Augsburg,, 284 | 32,Hertha Berlin,RB Leipzig,, 285 | 32,1. FC Köln,SV Werder Bremen,, 286 | 32,Hamburger SV,1. FSV Mainz 05,, 287 | 32,FC Ingolstadt 04,Bayer 04 Leverkusen,, 288 | 32,Eintracht Frankfurt,VfL Wolfsburg,, 289 | 32,Sport-Club Freiburg,FC Schalke 04,, 290 | 33,Bayer 04 Leverkusen,1. FC Köln,, 291 | 33,FC Schalke 04,Hamburger SV,, 292 | 33,1. FSV Mainz 05,Eintracht Frankfurt,, 293 | 33,VfL Wolfsburg,Borussia Mönchengladbach,, 294 | 33,FC Augsburg,Borussia Dortmund,, 295 | 33,SV Werder Bremen,TSG 1899 Hoffenheim,, 296 | 33,SV Darmstadt 98,Hertha Berlin,, 297 | 33,Sport-Club Freiburg,FC Ingolstadt 04,, 298 | 33,RB Leipzig,FC Bayern München,, 299 | 34,FC Bayern München,Sport-Club Freiburg,, 300 | 34,Borussia Dortmund,SV Werder Bremen,, 301 | 34,Borussia Mönchengladbach,SV Darmstadt 98,, 302 | 34,Hertha Berlin,Bayer 04 Leverkusen,, 303 | 34,1. FC Köln,1. FSV Mainz 05,, 304 | 34,Hamburger SV,VfL Wolfsburg,, 305 | 34,FC Ingolstadt 04,FC Schalke 04,, 306 | 34,TSG 1899 Hoffenheim,FC Augsburg,, 307 | 34,Eintracht Frankfurt,RB Leipzig,, 308 | -------------------------------------------------------------------------------- /football-match-weather-conditions/french-ligue1-2016-17.csv: -------------------------------------------------------------------------------- 1 | matchday,home,away 2 | 1,Toulouse FC,AS Monaco 3 | 1,OGC Nice,Olympique Lyonnais 4 | 1,AS Nancy Lorraine,Paris Saint-Germain 5 | 1,SC Bastia,Angers SCO 6 | 1,EA Guingamp,LOSC 7 | 1,FC Lorient,FC Nantes 8 | 1,Montpellier Hérault SC,SM Caen 9 | 1,Stade Rennais FC,Girondins de Bordeaux 10 | 1,AS Saint-Etienne,Dijon FCO 11 | 1,Olympique de Marseille,FC Metz 12 | 2,Toulouse FC,AS Monaco 13 | 2,OGC Nice,Olympique Lyonnais 14 | 2,AS Nancy Lorraine,Paris Saint-Germain 15 | 2,SC Bastia,Angers SCO 16 | 2,EA Guingamp,LOSC 17 | 2,FC Lorient,FC Nantes 18 | 2,Montpellier Hérault SC,SM Caen 19 | 2,Stade Rennais FC,Girondins de Bordeaux 20 | 2,AS Saint-Etienne,Dijon FCO 21 | 2,Olympique de Marseille,FC Metz 22 | 3,Toulouse FC,AS Monaco 23 | 3,OGC Nice,Olympique Lyonnais 24 | 3,AS Nancy Lorraine,Paris Saint-Germain 25 | 3,SC Bastia,Angers SCO 26 | 3,EA Guingamp,LOSC 27 | 3,FC Lorient,FC Nantes 28 | 3,Montpellier Hérault SC,SM Caen 29 | 3,Stade Rennais FC,Girondins de Bordeaux 30 | 3,AS Saint-Etienne,Dijon FCO 31 | 3,Olympique de Marseille,FC Metz 32 | 4,Toulouse FC,AS Monaco 33 | 4,OGC Nice,Olympique Lyonnais 34 | 4,AS Nancy Lorraine,Paris Saint-Germain 35 | 4,SC Bastia,Angers SCO 36 | 4,EA Guingamp,LOSC 37 | 4,FC Lorient,FC Nantes 38 | 4,Montpellier Hérault SC,SM Caen 39 | 4,Stade Rennais FC,Girondins de Bordeaux 40 | 4,AS Saint-Etienne,Dijon FCO 41 | 4,Olympique de Marseille,FC Metz 42 | 5,Toulouse FC,AS Monaco 43 | 5,OGC Nice,Olympique Lyonnais 44 | 5,AS Nancy Lorraine,Paris Saint-Germain 45 | 5,SC Bastia,Angers SCO 46 | 5,EA Guingamp,LOSC 47 | 5,FC Lorient,FC Nantes 48 | 5,Montpellier Hérault SC,SM Caen 49 | 5,Stade Rennais FC,Girondins de Bordeaux 50 | 5,AS Saint-Etienne,Dijon FCO 51 | 5,Olympique de Marseille,FC Metz 52 | 6,Toulouse FC,AS Monaco 53 | 6,OGC Nice,Olympique Lyonnais 54 | 6,AS Nancy Lorraine,Paris Saint-Germain 55 | 6,SC Bastia,Angers SCO 56 | 6,EA Guingamp,LOSC 57 | 6,FC Lorient,FC Nantes 58 | 6,Montpellier Hérault SC,SM Caen 59 | 6,Stade Rennais FC,Girondins de Bordeaux 60 | 6,AS Saint-Etienne,Dijon FCO 61 | 6,Olympique de Marseille,FC Metz 62 | 7,Toulouse FC,AS Monaco 63 | 7,OGC Nice,Olympique Lyonnais 64 | 7,AS Nancy Lorraine,Paris Saint-Germain 65 | 7,SC Bastia,Angers SCO 66 | 7,EA Guingamp,LOSC 67 | 7,FC Lorient,FC Nantes 68 | 7,Montpellier Hérault SC,SM Caen 69 | 7,Stade Rennais FC,Girondins de Bordeaux 70 | 7,AS Saint-Etienne,Dijon FCO 71 | 7,Olympique de Marseille,FC Metz 72 | 8,Toulouse FC,AS Monaco 73 | 8,OGC Nice,Olympique Lyonnais 74 | 8,AS Nancy Lorraine,Paris Saint-Germain 75 | 8,SC Bastia,Angers SCO 76 | 8,EA Guingamp,LOSC 77 | 8,FC Lorient,FC Nantes 78 | 8,Montpellier Hérault SC,SM Caen 79 | 8,Stade Rennais FC,Girondins de Bordeaux 80 | 8,AS Saint-Etienne,Dijon FCO 81 | 8,Olympique de Marseille,FC Metz 82 | 9,Toulouse FC,AS Monaco 83 | 9,OGC Nice,Olympique Lyonnais 84 | 9,AS Nancy Lorraine,Paris Saint-Germain 85 | 9,SC Bastia,Angers SCO 86 | 9,EA Guingamp,LOSC 87 | 9,FC Lorient,FC Nantes 88 | 9,Montpellier Hérault SC,SM Caen 89 | 9,Stade Rennais FC,Girondins de Bordeaux 90 | 9,AS Saint-Etienne,Dijon FCO 91 | 9,Olympique de Marseille,FC Metz 92 | 10,Toulouse FC,AS Monaco 93 | 10,OGC Nice,Olympique Lyonnais 94 | 10,AS Nancy Lorraine,Paris Saint-Germain 95 | 10,SC Bastia,Angers SCO 96 | 10,EA Guingamp,LOSC 97 | 10,FC Lorient,FC Nantes 98 | 10,Montpellier Hérault SC,SM Caen 99 | 10,Stade Rennais FC,Girondins de Bordeaux 100 | 10,AS Saint-Etienne,Dijon FCO 101 | 10,Olympique de Marseille,FC Metz 102 | 11,Toulouse FC,AS Monaco 103 | 11,OGC Nice,Olympique Lyonnais 104 | 11,AS Nancy Lorraine,Paris Saint-Germain 105 | 11,SC Bastia,Angers SCO 106 | 11,EA Guingamp,LOSC 107 | 11,FC Lorient,FC Nantes 108 | 11,Montpellier Hérault SC,SM Caen 109 | 11,Stade Rennais FC,Girondins de Bordeaux 110 | 11,AS Saint-Etienne,Dijon FCO 111 | 11,Olympique de Marseille,FC Metz 112 | 12,Toulouse FC,AS Monaco 113 | 12,OGC Nice,Olympique Lyonnais 114 | 12,AS Nancy Lorraine,Paris Saint-Germain 115 | 12,SC Bastia,Angers SCO 116 | 12,EA Guingamp,LOSC 117 | 12,FC Lorient,FC Nantes 118 | 12,Montpellier Hérault SC,SM Caen 119 | 12,Stade Rennais FC,Girondins de Bordeaux 120 | 12,AS Saint-Etienne,Dijon FCO 121 | 12,Olympique de Marseille,FC Metz 122 | 13,Toulouse FC,AS Monaco 123 | 13,OGC Nice,Olympique Lyonnais 124 | 13,AS Nancy Lorraine,Paris Saint-Germain 125 | 13,SC Bastia,Angers SCO 126 | 13,EA Guingamp,LOSC 127 | 13,FC Lorient,FC Nantes 128 | 13,Montpellier Hérault SC,SM Caen 129 | 13,Stade Rennais FC,Girondins de Bordeaux 130 | 13,AS Saint-Etienne,Dijon FCO 131 | 13,Olympique de Marseille,FC Metz 132 | 14,Toulouse FC,AS Monaco 133 | 14,OGC Nice,Olympique Lyonnais 134 | 14,AS Nancy Lorraine,Paris Saint-Germain 135 | 14,SC Bastia,Angers SCO 136 | 14,EA Guingamp,LOSC 137 | 14,FC Lorient,FC Nantes 138 | 14,Montpellier Hérault SC,SM Caen 139 | 14,Stade Rennais FC,Girondins de Bordeaux 140 | 14,AS Saint-Etienne,Dijon FCO 141 | 14,Olympique de Marseille,FC Metz 142 | 15,Toulouse FC,AS Monaco 143 | 15,OGC Nice,Olympique Lyonnais 144 | 15,AS Nancy Lorraine,Paris Saint-Germain 145 | 15,SC Bastia,Angers SCO 146 | 15,EA Guingamp,LOSC 147 | 15,FC Lorient,FC Nantes 148 | 15,Montpellier Hérault SC,SM Caen 149 | 15,Stade Rennais FC,Girondins de Bordeaux 150 | 15,AS Saint-Etienne,Dijon FCO 151 | 15,Olympique de Marseille,FC Metz 152 | 16,Toulouse FC,AS Monaco 153 | 16,OGC Nice,Olympique Lyonnais 154 | 16,AS Nancy Lorraine,Paris Saint-Germain 155 | 16,SC Bastia,Angers SCO 156 | 16,EA Guingamp,LOSC 157 | 16,FC Lorient,FC Nantes 158 | 16,Montpellier Hérault SC,SM Caen 159 | 16,Stade Rennais FC,Girondins de Bordeaux 160 | 16,AS Saint-Etienne,Dijon FCO 161 | 16,Olympique de Marseille,FC Metz 162 | 17,Toulouse FC,AS Monaco 163 | 17,OGC Nice,Olympique Lyonnais 164 | 17,AS Nancy Lorraine,Paris Saint-Germain 165 | 17,SC Bastia,Angers SCO 166 | 17,EA Guingamp,LOSC 167 | 17,FC Lorient,FC Nantes 168 | 17,Montpellier Hérault SC,SM Caen 169 | 17,Stade Rennais FC,Girondins de Bordeaux 170 | 17,AS Saint-Etienne,Dijon FCO 171 | 17,Olympique de Marseille,FC Metz 172 | 18,Toulouse FC,AS Monaco 173 | 18,OGC Nice,Olympique Lyonnais 174 | 18,AS Nancy Lorraine,Paris Saint-Germain 175 | 18,SC Bastia,Angers SCO 176 | 18,EA Guingamp,LOSC 177 | 18,FC Lorient,FC Nantes 178 | 18,Montpellier Hérault SC,SM Caen 179 | 18,Stade Rennais FC,Girondins de Bordeaux 180 | 18,AS Saint-Etienne,Dijon FCO 181 | 18,Olympique de Marseille,FC Metz 182 | 19,Toulouse FC,AS Monaco 183 | 19,OGC Nice,Olympique Lyonnais 184 | 19,AS Nancy Lorraine,Paris Saint-Germain 185 | 19,SC Bastia,Angers SCO 186 | 19,EA Guingamp,LOSC 187 | 19,FC Lorient,FC Nantes 188 | 19,Montpellier Hérault SC,SM Caen 189 | 19,Stade Rennais FC,Girondins de Bordeaux 190 | 19,AS Saint-Etienne,Dijon FCO 191 | 19,Olympique de Marseille,FC Metz 192 | 20,Toulouse FC,AS Monaco 193 | 20,OGC Nice,Olympique Lyonnais 194 | 20,AS Nancy Lorraine,Paris Saint-Germain 195 | 20,SC Bastia,Angers SCO 196 | 20,EA Guingamp,LOSC 197 | 20,FC Lorient,FC Nantes 198 | 20,Montpellier Hérault SC,SM Caen 199 | 20,Stade Rennais FC,Girondins de Bordeaux 200 | 20,AS Saint-Etienne,Dijon FCO 201 | 20,Olympique de Marseille,FC Metz 202 | 21,Toulouse FC,AS Monaco 203 | 21,OGC Nice,Olympique Lyonnais 204 | 21,AS Nancy Lorraine,Paris Saint-Germain 205 | 21,SC Bastia,Angers SCO 206 | 21,EA Guingamp,LOSC 207 | 21,FC Lorient,FC Nantes 208 | 21,Montpellier Hérault SC,SM Caen 209 | 21,Stade Rennais FC,Girondins de Bordeaux 210 | 21,AS Saint-Etienne,Dijon FCO 211 | 21,Olympique de Marseille,FC Metz 212 | 22,Toulouse FC,AS Monaco 213 | 22,OGC Nice,Olympique Lyonnais 214 | 22,AS Nancy Lorraine,Paris Saint-Germain 215 | 22,SC Bastia,Angers SCO 216 | 22,EA Guingamp,LOSC 217 | 22,FC Lorient,FC Nantes 218 | 22,Montpellier Hérault SC,SM Caen 219 | 22,Stade Rennais FC,Girondins de Bordeaux 220 | 22,AS Saint-Etienne,Dijon FCO 221 | 22,Olympique de Marseille,FC Metz 222 | 23,Toulouse FC,AS Monaco 223 | 23,OGC Nice,Olympique Lyonnais 224 | 23,AS Nancy Lorraine,Paris Saint-Germain 225 | 23,SC Bastia,Angers SCO 226 | 23,EA Guingamp,LOSC 227 | 23,FC Lorient,FC Nantes 228 | 23,Montpellier Hérault SC,SM Caen 229 | 23,Stade Rennais FC,Girondins de Bordeaux 230 | 23,AS Saint-Etienne,Dijon FCO 231 | 23,Olympique de Marseille,FC Metz 232 | 24,Toulouse FC,AS Monaco 233 | 24,OGC Nice,Olympique Lyonnais 234 | 24,AS Nancy Lorraine,Paris Saint-Germain 235 | 24,SC Bastia,Angers SCO 236 | 24,EA Guingamp,LOSC 237 | 24,FC Lorient,FC Nantes 238 | 24,Montpellier Hérault SC,SM Caen 239 | 24,Stade Rennais FC,Girondins de Bordeaux 240 | 24,AS Saint-Etienne,Dijon FCO 241 | 24,Olympique de Marseille,FC Metz 242 | 25,Toulouse FC,AS Monaco 243 | 25,OGC Nice,Olympique Lyonnais 244 | 25,AS Nancy Lorraine,Paris Saint-Germain 245 | 25,SC Bastia,Angers SCO 246 | 25,EA Guingamp,LOSC 247 | 25,FC Lorient,FC Nantes 248 | 25,Montpellier Hérault SC,SM Caen 249 | 25,Stade Rennais FC,Girondins de Bordeaux 250 | 25,AS Saint-Etienne,Dijon FCO 251 | 25,Olympique de Marseille,FC Metz 252 | 26,Toulouse FC,AS Monaco 253 | 26,OGC Nice,Olympique Lyonnais 254 | 26,AS Nancy Lorraine,Paris Saint-Germain 255 | 26,SC Bastia,Angers SCO 256 | 26,EA Guingamp,LOSC 257 | 26,FC Lorient,FC Nantes 258 | 26,Montpellier Hérault SC,SM Caen 259 | 26,Stade Rennais FC,Girondins de Bordeaux 260 | 26,AS Saint-Etienne,Dijon FCO 261 | 26,Olympique de Marseille,FC Metz 262 | 27,Toulouse FC,AS Monaco 263 | 27,OGC Nice,Olympique Lyonnais 264 | 27,AS Nancy Lorraine,Paris Saint-Germain 265 | 27,SC Bastia,Angers SCO 266 | 27,EA Guingamp,LOSC 267 | 27,FC Lorient,FC Nantes 268 | 27,Montpellier Hérault SC,SM Caen 269 | 27,Stade Rennais FC,Girondins de Bordeaux 270 | 27,AS Saint-Etienne,Dijon FCO 271 | 27,Olympique de Marseille,FC Metz 272 | 28,Toulouse FC,AS Monaco 273 | 28,OGC Nice,Olympique Lyonnais 274 | 28,AS Nancy Lorraine,Paris Saint-Germain 275 | 28,SC Bastia,Angers SCO 276 | 28,EA Guingamp,LOSC 277 | 28,FC Lorient,FC Nantes 278 | 28,Montpellier Hérault SC,SM Caen 279 | 28,Stade Rennais FC,Girondins de Bordeaux 280 | 28,AS Saint-Etienne,Dijon FCO 281 | 28,Olympique de Marseille,FC Metz 282 | 29,Toulouse FC,AS Monaco 283 | 29,OGC Nice,Olympique Lyonnais 284 | 29,AS Nancy Lorraine,Paris Saint-Germain 285 | 29,SC Bastia,Angers SCO 286 | 29,EA Guingamp,LOSC 287 | 29,FC Lorient,FC Nantes 288 | 29,Montpellier Hérault SC,SM Caen 289 | 29,Stade Rennais FC,Girondins de Bordeaux 290 | 29,AS Saint-Etienne,Dijon FCO 291 | 29,Olympique de Marseille,FC Metz 292 | 30,Toulouse FC,AS Monaco 293 | 30,OGC Nice,Olympique Lyonnais 294 | 30,AS Nancy Lorraine,Paris Saint-Germain 295 | 30,SC Bastia,Angers SCO 296 | 30,EA Guingamp,LOSC 297 | 30,FC Lorient,FC Nantes 298 | 30,Montpellier Hérault SC,SM Caen 299 | 30,Stade Rennais FC,Girondins de Bordeaux 300 | 30,AS Saint-Etienne,Dijon FCO 301 | 30,Olympique de Marseille,FC Metz 302 | 31,Toulouse FC,AS Monaco 303 | 31,OGC Nice,Olympique Lyonnais 304 | 31,AS Nancy Lorraine,Paris Saint-Germain 305 | 31,SC Bastia,Angers SCO 306 | 31,EA Guingamp,LOSC 307 | 31,FC Lorient,FC Nantes 308 | 31,Montpellier Hérault SC,SM Caen 309 | 31,Stade Rennais FC,Girondins de Bordeaux 310 | 31,AS Saint-Etienne,Dijon FCO 311 | 31,Olympique de Marseille,FC Metz 312 | 32,Toulouse FC,AS Monaco 313 | 32,OGC Nice,Olympique Lyonnais 314 | 32,AS Nancy Lorraine,Paris Saint-Germain 315 | 32,SC Bastia,Angers SCO 316 | 32,EA Guingamp,LOSC 317 | 32,FC Lorient,FC Nantes 318 | 32,Montpellier Hérault SC,SM Caen 319 | 32,Stade Rennais FC,Girondins de Bordeaux 320 | 32,AS Saint-Etienne,Dijon FCO 321 | 32,Olympique de Marseille,FC Metz 322 | 33,Toulouse FC,AS Monaco 323 | 33,OGC Nice,Olympique Lyonnais 324 | 33,AS Nancy Lorraine,Paris Saint-Germain 325 | 33,SC Bastia,Angers SCO 326 | 33,EA Guingamp,LOSC 327 | 33,FC Lorient,FC Nantes 328 | 33,Montpellier Hérault SC,SM Caen 329 | 33,Stade Rennais FC,Girondins de Bordeaux 330 | 33,AS Saint-Etienne,Dijon FCO 331 | 33,Olympique de Marseille,FC Metz 332 | 34,Toulouse FC,AS Monaco 333 | 34,OGC Nice,Olympique Lyonnais 334 | 34,AS Nancy Lorraine,Paris Saint-Germain 335 | 34,SC Bastia,Angers SCO 336 | 34,EA Guingamp,LOSC 337 | 34,FC Lorient,FC Nantes 338 | 34,Montpellier Hérault SC,SM Caen 339 | 34,Stade Rennais FC,Girondins de Bordeaux 340 | 34,AS Saint-Etienne,Dijon FCO 341 | 34,Olympique de Marseille,FC Metz 342 | 35,Toulouse FC,AS Monaco 343 | 35,OGC Nice,Olympique Lyonnais 344 | 35,AS Nancy Lorraine,Paris Saint-Germain 345 | 35,SC Bastia,Angers SCO 346 | 35,EA Guingamp,LOSC 347 | 35,FC Lorient,FC Nantes 348 | 35,Montpellier Hérault SC,SM Caen 349 | 35,Stade Rennais FC,Girondins de Bordeaux 350 | 35,AS Saint-Etienne,Dijon FCO 351 | 35,Olympique de Marseille,FC Metz 352 | 36,Toulouse FC,AS Monaco 353 | 36,OGC Nice,Olympique Lyonnais 354 | 36,AS Nancy Lorraine,Paris Saint-Germain 355 | 36,SC Bastia,Angers SCO 356 | 36,EA Guingamp,LOSC 357 | 36,FC Lorient,FC Nantes 358 | 36,Montpellier Hérault SC,SM Caen 359 | 36,Stade Rennais FC,Girondins de Bordeaux 360 | 36,AS Saint-Etienne,Dijon FCO 361 | 36,Olympique de Marseille,FC Metz 362 | 37,Toulouse FC,AS Monaco 363 | 37,OGC Nice,Olympique Lyonnais 364 | 37,AS Nancy Lorraine,Paris Saint-Germain 365 | 37,SC Bastia,Angers SCO 366 | 37,EA Guingamp,LOSC 367 | 37,FC Lorient,FC Nantes 368 | 37,Montpellier Hérault SC,SM Caen 369 | 37,Stade Rennais FC,Girondins de Bordeaux 370 | 37,AS Saint-Etienne,Dijon FCO 371 | 37,Olympique de Marseille,FC Metz 372 | 38,Toulouse FC,AS Monaco 373 | 38,OGC Nice,Olympique Lyonnais 374 | 38,AS Nancy Lorraine,Paris Saint-Germain 375 | 38,SC Bastia,Angers SCO 376 | 38,EA Guingamp,LOSC 377 | 38,FC Lorient,FC Nantes 378 | 38,Montpellier Hérault SC,SM Caen 379 | 38,Stade Rennais FC,Girondins de Bordeaux 380 | 38,AS Saint-Etienne,Dijon FCO 381 | 38,Olympique de Marseille,FC Metz 382 | -------------------------------------------------------------------------------- /argentina-primera-201718-referees/arg201718_referees.csv: -------------------------------------------------------------------------------- 1 | Home Team,Away Team,Referee,YC,RC,Pen,P1,P2,P1 MTBF,P2 MTBF,P1 MTBS,P2 MTBS,EPT Lower,EPT Nominal,EPT Upper 2 | Def. y Justicia,Gimnasia,Facundo Tello,4,1,0,122,185,224.3,181.5,69,68.1,3518,3659,3775 3 | Newell`s,Unión,Fernando Espinoza,5,0,2,90,195,262.7,228.8,59.8,57.3,2709,3002,3235 4 | Boca Juniors,Olimpo,Néstor Fabián Pitana,2,0,2,127,190,221.1,167.4,83.9,62.2,3274,3432,3561 5 | Independiente,Huracán,Patricio Loustau,3,0,0,14,161,214.2,186.2,68.4,55,2849,3091,3285 6 | Atlético Tucumán,Godoy Cruz,Jorge Baliño,5,1,0,120,190,220.9,225.8,61.7,56.1,2760,3025,3237 7 | Talleres,Lanús,Mauro Vigliano,3,0,2,11,297,148,605.8,83.6,72.5,3583,3757,3900 8 | Tigre,Vélez,Darío Herrera,7,0,0,118,177,190.9,202.7,53.6,61.2,1852,2134,2358 9 | Argentinos Juniors,Chacarita,Nicolás Lamolina,5,0,0,66,179,219.2,276.9,54.6,52.3,2203,2572,2859 10 | Banfield,Belgrano,Germán Delfino,4,1,2,82,228,169.3,141.4,57.6,52.4,2764,3030,3241 11 | San Martín (SJ),Patronato,Diego Abal,4,0,0,61,180,224.7,180.8,74.9,68.4,3162,3314,3440 12 | San Lorenzo,Racing Club,Fernando Echenique,5,0,0,133,300,292.8,214.7,67.1,63.4,2622,2882,3089 13 | Temperley,River Plate,Federico Rapallini,6,1,0,78,244,127.7,105.1,52.3,55.4,2972,3175,3339 14 | Colón,Rosario Central,Juan Pablo Pompei,7,0,0,127,212,153.3,213.7,66,73.1,3136,3316,3463 15 | Estudiantes,Arsenal,Silvio Trucco,6,0,0,125,194,218.5,119.4,65.8,43.6,2349,2637,2865 16 | Estudiantes,Def. y Justicia,Fernando Espinoza,6,0,0,64,256,289.3,321.9,67,71.4,2857,3099,3293 17 | Patronato,Argentinos Juniors,Juan Pablo Pompei,4,0,0,59,255,180.5,151.4,62.5,55.8,3169,3417,3616 18 | Rosario Central,San Lorenzo,Patricio Loustau,3,1,0,120,186,152.1,184.8,55.8,57.4,2850,3092,3286 19 | River Plate,Banfield,Néstor Fabián Pitana,5,0,2,76,185,153,120.2,59.4,62.9,3074,3254,3401 20 | Arsenal,Colón,Ariel Penel,2,0,0,54,233,262.7,162.7,49.4,49.4,2147,2452,2693 21 | Racing Club,Temperley,Silvio Trucco,6,0,0,183,108,274.6,241.9,73.3,78.3,3299,3480,3627 22 | Huracán,Newell`s,Mauro Vigliano,4,0,0,178,240,271.6,205.7,51.5,51,1943,2317,2609 23 | Chacarita,Tigre,Federico Rapallini,6,0,0,80,360,141.9,175.4,45,50.5,2149,2512,2796 24 | Vélez,Atlético Tucumán,Germán Delfino,4,1,0,72,177,136.8,214.6,47.4,57.8,2216,2510,2743 25 | Lanús,Boca Juniors,Fernando Echenique,6,0,0,75,266,156.6,133.9,68.3,58.6,3023,3254,3440 26 | Godoy Cruz,Talleres,Darío Herrera,3,1,0,240,257,209.6,223.6,74.6,67.1,2533,2718,2870 27 | Olimpo,Independiente,Jorge Baliño,2,0,0,65,297,159.2,132.1,42.3,46.3,2132,2460,2718 28 | Belgrano,San Martín (SJ),Andrés Merlos,5,0,0,68,247,165.4,156.9,55.3,60.6,3127,3392,3603 29 | Unión,Gimnasia,Nicolás Lamolina,4,0,0,69,216,188,246.5,65.8,50.5,2817,3123,3364 30 | Atlético Tucumán,Chacarita,Facundo Tello,4,0,0,150,181,178.4,296.3,70.2,59.4,2409,2674,2885 31 | Gimnasia,Huracán,Silvio Trucco,6,0,0,92,313,167.2,151.3,58.7,56.2,2954,3214,3421 32 | Banfield,Racing Club,Ariel Penel,5,0,0,74,240,259.7,190.7,60.7,58.4,2949,3242,3475 33 | Boca Juniors,Godoy Cruz,Germán Delfino,2,0,0,59,152,216.5,433,68.2,75.2,2965,3162,3322 34 | Independiente,Lanús,Fernando Espinoza,5,0,2,106,323,195.2,204.4,88,83.4,3476,3612,3724 35 | Def. y Justicia,Unión,Andrés Merlos,4,0,0,55,180,192.6,373,94,94.7,4292,4352,4404 36 | Talleres,Vélez,Nicolás Lamolina,6,2,0,55,204,178.5,172.3,57.2,63.2,2192,2463,2678 37 | Tigre,Patronato,Jorge Baliño,7,0,0,122,285,266,150.9,65.5,62.4,2480,2706,2887 38 | Argentinos Juniors,Belgrano,Hernán Mastrángelo,6,0,0,68,246,132.8,189.9,56.9,48.4,2411,2693,2917 39 | San Lorenzo,Arsenal,Federico Beligoy,5,0,0,66,269,205.2,189.1,62,59.8,2905,3153,3352 40 | San Martín (SJ),River Plate,Fernando Echenique,3,0,0,180,300,284.3,133.9,58.4,51.6,2840,3123,3347 41 | Newell`s,Olimpo,Pablo Echavarría,7,0,0,57,459,162.2,192.6,66.7,54.4,2907,3144,3334 42 | Temperley,Rosario Central,Diego Abal,5,0,0,64,239,177,122,52.6,43.5,2329,2663,2925 43 | Colón,Estudiantes,Pedro Argañaraz,2,0,0,81,247,167.6,173.4,65,61,2601,2867,3078 44 | Colón,Def. y Justicia,Juan Pablo Pompei,4,0,0,82,268,271.2,189.6,59.5,64.2,2961,3164,3328 45 | Estudiantes,San Lorenzo,Ariel Penel,4,0,0,59,189,119.5,248.7,59.8,58.2,2445,2722,2942 46 | Patronato,Atlético Tucumán,Silvio Trucco,3,0,0,67,262,298.4,230.3,67.2,50.9,2835,3089,3292 47 | Huracán,Unión,Facundo Tello,5,0,0,94,192,181.5,160,54.7,57.7,3124,3435,3680 48 | River Plate,Argentinos Juniors,Diego Abal,5,0,2,73,197,168.8,264.2,57.1,49.2,2261,2629,2917 49 | Racing Club,San Martín (SJ),Néstor Fabián Pitana,3,0,0,71,244,407.8,237.5,65.1,56.1,2825,3141,3391 50 | Belgrano,Tigre,Federico Beligoy,5,1,0,69,309,206.2,204.1,62,55.9,1942,2258,2508 51 | Godoy Cruz,Independiente,Patricio Loustau,4,0,2,63,250,247.6,176.7,70.6,71.2,2952,3188,3378 52 | Chacarita,Talleres,Germán Delfino,4,3,0,20,256,255.9,241.2,82.5,72.4,2963,3166,3330 53 | Vélez,Boca Juniors,Fernando Espinoza,5,0,0,120,50,177.4,642.3,58.2,64.1,2612,2883,3099 54 | Lanús,Newell`s,Federico Rapallini,7,1,0,67,256,175.3,160.1,70.6,69.2,3012,3187,3329 55 | Rosario Central,Banfield,Mauro Vigliano,3,0,2,70,123,198.9,243,67.5,57.1,2604,2852,3050 56 | Arsenal,Temperley,Andrés Merlos,6,1,0,60,310,160.1,131.9,62.7,51.2,2574,2817,3011 57 | Olimpo,Gimnasia,Darío Herrera,4,0,0,73,235,160.7,200.9,58.3,55.2,2453,2684,2869 58 | Atlético Tucumán,Belgrano,Darío Herrera,5,0,0,72,184,194.7,159.1,48.2,59.3,2514,2819,3061 59 | Unión,Olimpo,Pedro Argañaraz,3,1,0,65,120,199.5,382.7,56.8,62.5,2638,2914,3134 60 | Gimnasia,Lanús,Patricio Loustau,6,0,4,234,248,301.8,182.3,99,66.9,3597,3738,3855 61 | Argentinos Juniors,Racing Club,Mauro Vigliano,6,0,0,71,255,232.9,153.7,54.6,55.1,2171,2453,2677 62 | Boca Juniors,Chacarita,Néstor Fabián Pitana,7,2,0,120,240,150.2,222,66.9,69.1,3384,3553,3692 63 | Independiente,Vélez,Facundo Tello,8,1,0,68,242,213.1,180.4,64.6,54.5,2384,2660,2880 64 | San Lorenzo,Colón,Fernando Espinoza,5,0,0,19,195,222.3,162.7,83.3,49.6,2515,2724,2892 65 | Temperley,Estudiantes,Fernando Echenique,3,0,0,66,258,209.8,250.4,54.8,63.1,2978,3278,3515 66 | Tigre,River Plate,Ariel Penel,3,0,4,131,177,312.3,289.9,77.1,73.8,3071,3268,3428 67 | Def. y Justicia,Huracán,Hernán Mastrángelo,2,0,0,65,213,215.9,367.4,77.7,70.1,2582,2819,3009 68 | Newell`s,Godoy Cruz,Andrés Merlos,5,1,0,70,250,176,303.4,60.5,67.2,2650,2938,3166 69 | San Martín (SJ),Rosario Central,Juan Pablo Pompei,5,2,2,82,262,212.7,205.2,71.6,72.4,3110,3296,3447 70 | Talleres,Patronato,Federico Rapallini,6,1,0,48,269,461,203.3,117.3,58.2,3521,3708,3859 71 | Banfield,Arsenal,Jorge Baliño,6,1,0,139,242,189.1,492,71.1,85.7,2861,3069,3237 72 | Belgrano,Talleres,Ariel Penel,3,0,0,59,174,136.9,164.4,50.8,53.8,1932,2260,2518 73 | Colón,Temperley,Hernán Mastrángelo,4,0,0,72,205,298,227.6,72.4,59,2740,2972,3157 74 | Estudiantes,Banfield,Andrés Merlos,3,0,0,65,182,336.5,247,67.3,66.7,2537,2808,3024 75 | Patronato,Boca Juniors,Facundo Tello,5,0,0,58,259,211.3,156.3,59.2,49.9,2606,2883,3102 76 | Vélez,Newell`s,Darío Herrera,4,0,0,60,316,219.6,252.1,67.7,79,2380,2606,2787 77 | River Plate,Atlético Tucumán,Federico Beligoy,5,0,0,68,248,325.1,1066,64.3,69.8,2849,3131,3355 78 | Racing Club,Tigre,Germán Delfino,4,1,0,63,221,333.9,332.3,80,64.6,2855,3057,3221 79 | San Lorenzo,Def. y Justicia,Nicolás Lamolina,3,0,0,125,189,289.1,257.7,62.8,58.3,2828,3105,3324 80 | Arsenal,San Martín (SJ),Diego Abal,2,0,0,63,253,239.8,187.5,72,52.6,3071,3331,3538 81 | Chacarita,Independiente,Fernando Echenique,3,0,0,82,240,155.4,243.8,49.8,53.5,2288,2570,2794 82 | Rosario Central,Argentinos Juniors,Pablo Echavarría,2,0,0,149,299,226.4,278.4,76.3,78,3875,4021,4142 83 | Lanús,Unión,Juan Pablo Pompei,2,0,0,130,226,309,257.3,110.8,84,3565,3712,3833 84 | Godoy Cruz,Gimnasia,Silvio Trucco,3,0,0,10,150,218.6,215.8,74.2,52,2758,3024,3235 85 | Olimpo,Huracán,Fernando Espinoza,5,0,0,65,179,232.1,364,64.9,69.4,2823,3071,3269 86 | Def. y Justicia,Olimpo,Federico Rapallini,4,0,0,60,177,288.6,257.1,61,53.9,2791,3073,3297 87 | Banfield,Colón,Darío Herrera,5,0,2,59,195,168.5,160.9,58.6,51.6,2424,2684,2891 88 | Unión,Godoy Cruz,Pablo Echavarría,2,0,4,60,179,472.4,263.1,69.2,59.5,3109,3375,3586 89 | Gimnasia,Vélez,Andrés Merlos,4,0,0,63,73,163.2,200.6,71.8,69.2,2818,3026,3194 90 | Tigre,Rosario Central,Néstor Fabián Pitana,4,0,0,300,307,147.9,175.9,63.3,54.5,2459,2690,2875 91 | Boca Juniors,Belgrano,Silvio Trucco,6,1,0,5,128,272.9,242.9,65.1,84.1,3124,3334,3502 92 | Independiente,Patronato,Juan Pablo Pompei,6,0,0,166,360,315.4,248,63.7,51.1,3028,3299,3515 93 | Huracán,Lanús,Jorge Baliño,2,0,2,123,134,185.2,198.3,59.9,76.7,2914,3129,3301 94 | Talleres,River Plate,Hernán Mastrángelo,4,0,2,58,124,222.7,240.2,55.9,62.9,2559,2852,3085 95 | Newell`s,Chacarita,Diego Abal,3,0,0,68,245,205.8,177.9,79.5,62,2439,2653,2825 96 | Argentinos Juniors,Arsenal,Ariel Penel,6,0,0,174,251,184.4,215.7,74.2,63.7,3258,3472,3645 97 | San Martín (SJ),Estudiantes,Nicolás Lamolina,5,0,2,120,314,187.8,342.4,68.2,77,3320,3546,3727 98 | Atlético Tucumán,Racing Club,Fernando Echenique,2,0,0,243,179,315.5,287.7,67.6,73.4,2573,2838,3050 99 | Temperley,San Lorenzo,Mauro Vigliano,5,0,0,120,256,187,204,61.1,59.4,2607,2832,3013 100 | Arsenal,Tigre,Patricio Loustau,2,0,0,72,191,179,204.5,76.6,78,3340,3509,3647 101 | Temperley,Def. y Justicia,Darío Herrera,5,0,4,58,174,300.2,156.9,54,48.4,2340,2673,2936 102 | Colón,San Martín (SJ),Juan Pablo Pompei,3,0,2,74,252,151.3,204.2,60.9,64.8,2334,2588,2791 103 | Estudiantes,Argentinos Juniors,Pablo Echavarría,4,1,0,138,237,217.5,263.1,58.8,63.7,2939,3193,3396 104 | Patronato,Newell`s,Nicolás Lamolina,2,1,0,65,251,176.9,255.7,64.9,50.6,2804,3097,3330 105 | Belgrano,Independiente,Mauro Vigliano,3,1,0,60,197,175.8,243.1,56.7,69.6,3017,3231,3403 106 | River Plate,Boca Juniors,Néstor Fabián Pitana,9,2,0,131,284,133.5,146.2,65.5,61,2815,2956,3072 107 | Racing Club,Talleres,Federico Rapallini,8,2,0,9,424,219.1,171.8,54.5,60.3,2724,3007,3231 108 | San Lorenzo,Banfield,Germán Delfino,1,0,2,93,249,259.8,163.7,68.5,59.1,3314,3580,3791 109 | Rosario Central,Atlético Tucumán,Andrés Merlos,4,2,0,115,315,228.1,202.7,65.5,60.3,2626,2896,3112 110 | Chacarita,Gimnasia,Jorge Baliño,2,0,0,69,242,221.2,201.8,67.7,59.2,2774,3039,3251 111 | Vélez,Unión,Federico Beligoy,3,0,0,68,254,275.9,251.5,64.3,75,3078,3310,3495 112 | Lanús,Olimpo,Silvio Trucco,2,0,0,78,171,289.4,197.2,91.8,55,3689,3853,3987 113 | Godoy Cruz,Huracán,Diego Abal,2,1,0,120,253,291.6,179.8,73.5,52.1,2615,2869,3072 114 | Atlético Tucumán,Arsenal,Germán Delfino,4,0,0,11,263,231.1,230.3,80.2,80.5,3051,3203,3328 115 | Def. y Justicia,Lanús,Juan Pablo Pompei,5,1,2,134,128,482,241.4,109.4,68.2,3440,3654,3827 116 | Olimpo,Godoy Cruz,Ariel Penel,4,0,0,130,199,179.3,280.2,58.4,55.1,2307,2595,2824 117 | Unión,Chacarita,Mauro Vigliano,3,0,0,78,355,275.7,309.1,52.6,64.3,2555,2947,3251 118 | Gimnasia,Patronato,Diego Abal,2,2,0,117,104,178.5,175.1,62.2,79,3031,3206,3349 119 | Talleres,Rosario Central,Jorge Baliño,7,1,0,227,511,154.4,139.4,57.2,54.4,2812,3100,3328 120 | Boca Juniors,Racing Club,Darío Herrera,8,0,2,81,300,202.5,153.9,58.8,51.5,2428,2710,2934 121 | Independiente,River Plate,Silvio Trucco,5,1,0,120,187,200.1,161.4,61.5,56.5,2671,2913,3107 122 | Huracán,Vélez,Mariano González,5,0,2,134,246,144.8,113.3,61.8,57.9,2959,3191,3376 123 | Newell`s,Belgrano,Pedro Argañaraz,4,0,0,65,275,240.9,150.1,71.6,50,2737,2991,3194 124 | Tigre,Estudiantes,Andrés Merlos,4,0,2,69,228,219,235,86.9,77.4,2869,3038,3176 125 | Argentinos Juniors,Colón,Nicolás Lamolina,3,0,0,187,256,187.5,145.7,62.7,64.9,2518,2750,2935 126 | Banfield,Temperley,Hernán Mastrángelo,5,0,0,147,297,158.5,213.1,58.8,53.5,1726,2071,2342 127 | San Martín (SJ),San Lorenzo,Federico Rapallini,7,0,0,120,240,191.3,145.8,59.7,61.5,2744,2947,3111 128 | Patronato,Unión,Jorge Baliño,4,1,2,85,246,299.3,232.1,74.8,72.1,3355,3552,3712 129 | Arsenal,Talleres,Mauro Vigliano,2,0,0,182,258,190.2,220.2,65.9,64.5,2368,2628,2835 130 | Temperley,San Martín (SJ),Diego Abal,5,1,0,91,233,177.2,253.1,57,64.7,2979,3262,3486 131 | Colón,Tigre,Ariel Penel,2,0,2,114,263,226.3,342,63,76.6,3114,3334,3511 132 | Estudiantes,Atlético Tucumán,Silvio Trucco,6,0,0,180,181,166.1,288.6,68.2,56.6,2234,2493,2700 133 | Rosario Central,Boca Juniors,Patricio Loustau,10,1,0,360,240,187.7,155.4,66,48,2080,2328,2527 134 | Belgrano,Gimnasia,Juan Pablo Pompei,3,0,0,123,279,239.3,236.4,72,60.7,2728,2970,3164 135 | River Plate,Newell`s,Facundo Tello,6,0,2,67,239,228,192.2,82.2,62.6,3420,3634,3807 136 | Racing Club,Independiente,Germán Delfino,7,1,0,235,355,147.2,215.8,45.9,53,2088,2422,2685 137 | San Lorenzo,Argentinos Juniors,Hernán Mastrángelo,7,0,2,125,242,138.5,143.6,63.3,65.3,2539,2725,2876 138 | Banfield,Def. y Justicia,Fernando Espinoza,4,0,0,70,236,239.6,173.2,77.3,53.5,2237,2513,2733 139 | Chacarita,Huracán,Federico Rapallini,2,0,2,69,181,221.9,150.6,72,60,2625,2839,3011 140 | Vélez,Olimpo,Pablo Echavarría,1,0,0,52,179,207.9,201.9,79.4,56.7,2600,2820,2997 141 | Lanús,Vélez,Jorge Baliño,5,1,0,60,267,202.3,186.4,86.6,63.3,2822,3019,3179 142 | Atlético Tucumán,Colón,Andrés Merlos,4,1,0,140,240,258.8,151.4,56.9,52.2,2047,2387,2653 143 | Def. y Justicia,Godoy Cruz,Hernán Mastrángelo,0,0,0,58,182,216.1,197.3,67.7,55.8,3100,3360,3567 144 | Olimpo,Chacarita,Néstor Fabián Pitana,5,0,0,135,255,254.5,156.8,60.9,59,2929,3200,3415 145 | Unión,Belgrano,Germán Delfino,4,0,0,122,312,256.9,243.5,72.8,62.2,2908,3150,3344 146 | Gimnasia,River Plate,Fernando Espinoza,4,0,0,66,241,180,191.2,75,60.3,3382,3596,3768 147 | San Martín (SJ),Banfield,Silvio Trucco,6,0,0,82,250,216.8,171.9,59,46.7,2725,3065,3331 148 | Newell`s,Racing Club,Ariel Penel,8,1,2,56,177,242.6,162.6,64.3,64.3,2786,2983,3143 149 | Huracán,Patronato,Nicolás Lamolina,9,1,4,120,307,226.1,156.6,73.3,70,2863,3044,3190 150 | Talleres,Estudiantes,Diego Abal,4,0,2,113,178,199,253.9,56.7,68.8,2228,2528,2765 151 | Tigre,San Lorenzo,Fernando Echenique,5,0,0,119,342,200,148.4,72.2,52.4,2934,3160,3341 152 | Boca Juniors,Arsenal,Facundo Tello,5,1,0,53,287,353.2,180.9,104.3,63.1,3664,3805,3922 153 | Argentinos Juniors,Temperley,Darío Herrera,4,2,0,63,186,198.8,260.2,64.6,79.9,3365,3539,3682 154 | San Martín (SJ),Def. y Justicia,Facundo Tello,4,0,0,79,296,201.8,179.3,67.3,63.5,2676,2918,3112 155 | Arsenal,Independiente,Federico Beligoy,1,0,0,80,186,250.6,167.9,60,46.4,2367,2701,2963 156 | Temperley,Tigre,Juan Pablo Pompei,7,0,2,180,334,371,181.1,77,55.7,3044,3321,3541 157 | Colón,Talleres,Jorge Baliño,7,1,2,158,282,314.2,161.7,96.4,60.6,3511,3731,3908 158 | Estudiantes,Boca Juniors,Fernando Espinoza,8,0,0,118,340,207.6,181.5,73.8,66.1,2776,3012,3202 159 | Patronato,Olimpo,Silvio Trucco,5,0,0,70,240,212.6,184.7,92,65,2721,2895,3038 160 | Belgrano,Huracán,Darío Herrera,3,1,0,61,233,180.9,193.5,60.8,57.7,2692,2969,3189 161 | River Plate,Unión,Patricio Loustau,6,0,2,130,253,185.2,223.1,63.8,50,2611,2917,3158 162 | Racing Club,Gimnasia,Diego Abal,2,0,2,110,235,128.3,159.7,67.4,55,2885,3082,3242 163 | San Lorenzo,Atlético Tucumán,Ariel Penel,3,0,0,72,193,232.8,345,57.2,51.6,2524,2830,3071 164 | Rosario Central,Newell`s,Néstor Fabián Pitana,8,0,0,126,299,131.4,135.3,60.3,48.9,1780,2050,2266 165 | Chacarita,Lanús,Nicolás Lamolina,5,1,0,203,77,138.3,237,59.2,70.6,3057,3249,3405 166 | Vélez,Godoy Cruz,Fernando Echenique,5,0,0,66,305,169.9,218,71.6,63.9,3240,3454,3627 167 | Banfield,Argentinos Juniors,Andrés Merlos,2,0,0,178,248,233.3,325.1,101.9,69.1,3018,3204,3355 168 | -------------------------------------------------------------------------------- /football-match-weather-conditions/argentine-primera-2016-17.csv: -------------------------------------------------------------------------------- 1 | Matchday,Home Team,Away Team,Kickoff Temp,Kickoff Humidity 2 | 1,Sarmiento,Arsenal,30.0,22 3 | 1,Godoy Cruz,Huracán,16.0,31 4 | 1,Gimnasia y Esgrima (LP),Vélez Sarsfield,, 5 | 1,Rosario Central,Defensa y Justicia,, 6 | 1,Racing Club,Talleres (C),, 7 | 1,Atlético Tucumán,Atlético de Rafaela,, 8 | 1,San Lorenzo,San Martín (SJ),, 9 | 1,Tigre,Estudiantes (LP),, 10 | 1,Quilmes,Newell's Old Boys,, 11 | 1,Belgrano,Independiente,, 12 | 1,Unión,Olimpo,, 13 | 1,River Plate,Banfield,, 14 | 1,Lanús,Boca Juniors,, 15 | 1,Aldosivi,Colón,, 16 | 1,Temperley,Patronato,, 17 | 2,Patronato,Gimnasia y Esgrima (LP),, 18 | 2,Huracán,Quilmes,, 19 | 2,Olimpo,Lanús,, 20 | 2,Banfield,Colón,, 21 | 2,San Martín (SJ),Racing Club,, 22 | 2,Unión,Aldosivi,, 23 | 2,Defensa y Justicia,San Lorenzo,, 24 | 2,Independiente,Godoy Cruz,, 25 | 2,Newell's Old Boys,Tigre,, 26 | 2,Vélez Sarsfield,Rosario Central,, 27 | 2,Estudiantes (LP),Sarmiento,, 28 | 2,Boca Juniors,Belgrano,, 29 | 2,Talleres (C),River Plate,, 30 | 2,Arsenal,Atlético Tucumán,, 31 | 2,Atlético de Rafaela,Temperley,, 32 | 3,Colón,Talleres (C),, 33 | 3,Lanús,Unión,, 34 | 3,San Lorenzo,Vélez Sarsfield,, 35 | 3,Rosario Central,Patronato,, 36 | 3,Aldosivi,Banfield,, 37 | 3,Quilmes,Independiente,, 38 | 3,Sarmiento,Newell's Old Boys,, 39 | 3,Atlético Tucumán,Estudiantes (LP),, 40 | 3,Temperley,Arsenal,, 41 | 3,Godoy Cruz,Boca Juniors,, 42 | 3,Belgrano,Olimpo,, 43 | 3,River Plate,San Martín (SJ),, 44 | 3,Racing Club,Defensa y Justicia,, 45 | 3,Tigre,Huracán,, 46 | 3,Gimnasia y Esgrima (LP),Atlético de Rafaela,, 47 | 4,Olimpo,Godoy Cruz,, 48 | 4,Newell's Old Boys,Atlético Tucumán,, 49 | 4,Atlético de Rafaela,Rosario Central,, 50 | 4,Vélez Sarsfield,Racing Club,, 51 | 4,Independiente,Tigre,, 52 | 4,Huracán,Sarmiento,, 53 | 4,Estudiantes (LP),Temperley,, 54 | 4,Unión,Belgrano,, 55 | 4,Talleres (C),Banfield,, 56 | 4,Patronato,San Lorenzo,, 57 | 4,Lanús,Aldosivi,, 58 | 4,Boca Juniors,Quilmes,, 59 | 4,Defensa y Justicia,River Plate,, 60 | 4,Arsenal,Gimnasia y Esgrima (LP),, 61 | 4,San Martín (SJ),Colón,, 62 | 5,Quilmes,Olimpo,, 63 | 5,Godoy Cruz,Unión,, 64 | 5,Rosario Central,Arsenal,, 65 | 5,Aldosivi,Talleres (C),, 66 | 5,Temperley,Newell's Old Boys,, 67 | 5,Racing Club,Patronato,, 68 | 5,River Plate,Vélez Sarsfield,, 69 | 5,San Lorenzo,Atlético de Rafaela,, 70 | 5,Belgrano,Lanús,, 71 | 5,Gimnasia y Esgrima (LP),Estudiantes (LP),, 72 | 5,Banfield,San Martín (SJ),, 73 | 5,Sarmiento,Independiente,, 74 | 5,Colón,Defensa y Justicia,, 75 | 5,Tigre,Boca Juniors,, 76 | 5,Atlético Tucumán,Huracán,, 77 | 6,Local,Visitante,, 78 | 6,Belgrano,Aldosivi,, 79 | 6,Lanús,Godoy Cruz,, 80 | 6,Unión,Quilmes,, 81 | 6,Olimpo,Tigre,, 82 | 6,Boca Juniors,Sarmiento,, 83 | 6,Independiente,Atlético Tucumán,, 84 | 6,Huracán,Temperley,, 85 | 6,Newell's Old Boys,Gimnasia y Esgrima (LP),, 86 | 6,Estudiantes (LP),Rosario Central,, 87 | 6,Arsenal,San Lorenzo,, 88 | 6,Atlético de Rafaela,Racing Club,, 89 | 6,Patronato,River Plate,, 90 | 6,Vélez Sarsfield,Colón,, 91 | 6,Defensa y Justicia,Banfield,, 92 | 6,San Martín (SJ),Talleres (C),, 93 | 7,Aldosivi,San Martín (SJ),, 94 | 7,Talleres (C),Defensa y Justicia,, 95 | 7,Banfield,Vélez Sarsfield,, 96 | 7,Colón,Patronato,, 97 | 7,River Plate,Atlético de Rafaela,, 98 | 7,Racing Club,Arsenal,, 99 | 7,San Lorenzo,Estudiantes (LP),, 100 | 7,Rosario Central,Newell's Old Boys,, 101 | 7,Gimnasia y Esgrima (LP),Huracán,, 102 | 7,Temperley,Independiente,, 103 | 7,Atlético Tucumán,Boca Juniors,, 104 | 7,Sarmiento,Olimpo,, 105 | 7,Tigre,Unión,, 106 | 7,Quilmes,Lanús,, 107 | 7,Godoy Cruz,Belgrano,, 108 | 8,Godoy Cruz,Aldosivi,, 109 | 8,Belgrano,Quilmes,, 110 | 8,Lanús,Tigre,, 111 | 8,Unión,Sarmiento,, 112 | 8,Olimpo,Atlético Tucumán,, 113 | 8,Boca Juniors,Temperley,, 114 | 8,Independiente,Gimnasia y Esgrima (LP),, 115 | 8,Huracán,Rosario Central,, 116 | 8,Newell's Old Boys,San Lorenzo,, 117 | 8,Estudiantes (LP),Racing Club,, 118 | 8,Arsenal,River Plate,, 119 | 8,Atlético de Rafaela,Colón,, 120 | 8,Patronato,Banfield,, 121 | 8,Vélez Sarsfield,Talleres (C),, 122 | 8,Defensa y Justicia,San Martín (SJ),, 123 | 9,Aldosivi,Defensa y Justicia,, 124 | 9,San Martín (SJ),Vélez Sarsfield,, 125 | 9,Talleres (C),Patronato,, 126 | 9,Banfield,Atlético de Rafaela,, 127 | 9,Colón,Arsenal,, 128 | 9,River Plate,Estudiantes (LP),, 129 | 9,Racing Club,Newell's Old Boys,, 130 | 9,San Lorenzo,Huracán,, 131 | 9,Rosario Central,Independiente,, 132 | 9,Gimnasia y Esgrima (LP),Boca Juniors,, 133 | 9,Temperley,Olimpo,, 134 | 9,Atlético Tucumán,Unión,, 135 | 9,Sarmiento,Lanús,, 136 | 9,Tigre,Belgrano,, 137 | 9,Quilmes,Godoy Cruz,, 138 | 10,Quilmes,Aldosivi,, 139 | 10,Godoy Cruz,Tigre,, 140 | 10,Belgrano,Sarmiento,, 141 | 10,Lanús,Atlético Tucumán,, 142 | 10,Unión,Temperley,, 143 | 10,Olimpo,Gimnasia y Esgrima (LP),, 144 | 10,Boca Juniors,Rosario Central,, 145 | 10,Independiente,San Lorenzo,, 146 | 10,Huracán,Racing Club,, 147 | 10,Newell's Old Boys,River Plate,, 148 | 10,Estudiantes (LP),Colón,, 149 | 10,Arsenal,Banfield,, 150 | 10,Atlético de Rafaela,Talleres (C),, 151 | 10,Patronato,San Martín (SJ),, 152 | 10,Vélez Sarsfield,Defensa y Justicia,, 153 | 11,Aldosivi,Vélez Sarsfield,, 154 | 11,Defensa y Justicia,Patronato,, 155 | 11,San Martín (SJ),Atlético de Rafaela,, 156 | 11,Talleres (C),Arsenal,, 157 | 11,Banfield,Estudiantes (LP),, 158 | 11,Colón,Newell's Old Boys,, 159 | 11,River Plate,Huracán,, 160 | 11,Racing Club,Independiente,, 161 | 11,San Lorenzo,Boca Juniors,, 162 | 11,Rosario Central,Olimpo,, 163 | 11,Gimnasia y Esgrima (LP),Unión,, 164 | 11,Temperley,Lanús,, 165 | 11,Atlético Tucumán,Belgrano,, 166 | 11,Sarmiento,Godoy Cruz,, 167 | 11,Tigre,Quilmes,, 168 | 12,Tigre,Aldosivi,, 169 | 12,Quilmes,Sarmiento,, 170 | 12,Godoy Cruz,Atlético Tucumán,, 171 | 12,Belgrano,Temperley,, 172 | 12,Lanús,Gimnasia y Esgrima (LP),, 173 | 12,Unión,Rosario Central,, 174 | 12,Olimpo,San Lorenzo,, 175 | 12,Boca Juniors,Racing Club,, 176 | 12,Independiente,River Plate,, 177 | 12,Huracán,Colón,, 178 | 12,Newell's Old Boys,Banfield,, 179 | 12,Estudiantes (LP),Talleres (C),, 180 | 12,Arsenal,San Martín (SJ),, 181 | 12,Atlético de Rafaela,Defensa y Justicia,, 182 | 12,Patronato,Vélez Sarsfield,, 183 | 13,Aldosivi,Patronato,, 184 | 13,Vélez Sarsfield,Atlético de Rafaela,, 185 | 13,Defensa y Justicia,Arsenal,, 186 | 13,San Martín (SJ),Estudiantes (LP),, 187 | 13,Talleres (C),Newell's Old Boys,, 188 | 13,Banfield,Huracán,, 189 | 13,Colón,Independiente,, 190 | 13,River Plate,Boca Juniors,, 191 | 13,Racing Club,Olimpo,, 192 | 13,San Lorenzo,Unión,, 193 | 13,Rosario Central,Lanús,, 194 | 13,Gimnasia y Esgrima (LP),Belgrano,, 195 | 13,Temperley,Godoy Cruz,, 196 | 13,Atlético Tucumán,Quilmes,, 197 | 13,Sarmiento,Tigre,, 198 | 14,Sarmiento,Aldosivi,, 199 | 14,Tigre,Atlético Tucumán,, 200 | 14,Quilmes,Temperley,, 201 | 14,Godoy Cruz,Gimnasia y Esgrima (LP),, 202 | 14,Belgrano,Rosario Central,, 203 | 14,Lanús,San Lorenzo,, 204 | 14,Unión,Racing Club,, 205 | 14,Olimpo,River Plate,, 206 | 14,Boca Juniors,Colón,, 207 | 14,Independiente,Banfield,, 208 | 14,Huracán,Talleres (C),, 209 | 14,Newell's Old Boys,San Martín (SJ),, 210 | 14,Estudiantes (LP),Defensa y Justicia,, 211 | 14,Arsenal,Vélez Sarsfield,, 212 | 14,Atlético de Rafaela,Patronato,, 213 | 15,Aldosivi,Atlético de Rafaela,, 214 | 15,Patronato,Arsenal,, 215 | 15,Vélez Sarsfield,Estudiantes (LP),, 216 | 15,Defensa y Justicia,Newell's Old Boys,, 217 | 15,San Martín (SJ),Huracán,, 218 | 15,Talleres (C),Independiente,, 219 | 15,Banfield,Boca Juniors,, 220 | 15,Colón,Olimpo,, 221 | 15,River Plate,Unión,, 222 | 15,Racing Club,Lanús,, 223 | 15,San Lorenzo,Belgrano,, 224 | 15,Rosario Central,Godoy Cruz,, 225 | 15,Gimnasia y Esgrima (LP),Quilmes,, 226 | 15,Temperley,Tigre,, 227 | 15,Atlético Tucumán,Sarmiento,, 228 | 16,Atlético Tucumán,Aldosivi,, 229 | 16,Sarmiento,Temperley,, 230 | 16,Tigre,Gimnasia y Esgrima (LP),, 231 | 16,Quilmes,Rosario Central,, 232 | 16,Godoy Cruz,San Lorenzo,, 233 | 16,Belgrano,Racing Club,, 234 | 16,Lanús,River Plate,, 235 | 16,Unión,Colón,, 236 | 16,Olimpo,Banfield,, 237 | 16,Boca Juniors,Talleres (C),, 238 | 16,Independiente,San Martín (SJ),, 239 | 16,Huracán,Defensa y Justicia,, 240 | 16,Newell's Old Boys,Vélez Sarsfield,, 241 | 16,Estudiantes (LP),Patronato,, 242 | 16,Arsenal,Atlético de Rafaela,, 243 | 17,Aldosivi,Arsenal,, 244 | 17,Atlético de Rafaela,Estudiantes (LP),, 245 | 17,Patronato,Newell's Old Boys,, 246 | 17,Vélez Sarsfield,Huracán,, 247 | 17,Defensa y Justicia,Independiente,, 248 | 17,San Martín (SJ),Boca Juniors,, 249 | 17,Talleres (C),Olimpo,, 250 | 17,Banfield,Unión,, 251 | 17,Colón,Lanús,, 252 | 17,River Plate,Belgrano,, 253 | 17,Racing Club,Godoy Cruz,, 254 | 17,San Lorenzo,Quilmes,, 255 | 17,Rosario Central,Tigre,, 256 | 17,Gimnasia y Esgrima (LP),Sarmiento,, 257 | 17,Temperley,Atlético Tucumán,, 258 | 18,Temperley,Aldosivi,, 259 | 18,Atlético Tucumán,Gimnasia y Esgrima (LP),, 260 | 18,Sarmiento,Rosario Central,, 261 | 18,Tigre,San Lorenzo,, 262 | 18,Quilmes,Racing Club,, 263 | 18,Godoy Cruz,River Plate,, 264 | 18,Belgrano,Colón,, 265 | 18,Lanús,Banfield,, 266 | 18,Unión,Talleres (C),, 267 | 18,Olimpo,San Martín (SJ),, 268 | 18,Boca Juniors,Defensa y Justicia,, 269 | 18,Independiente,Vélez Sarsfield,, 270 | 18,Huracán,Patronato,, 271 | 18,Newell's Old Boys,Atlético de Rafaela,, 272 | 18,Estudiantes (LP),Arsenal,, 273 | 19,Aldosivi,Estudiantes (LP),, 274 | 19,Arsenal,Newell's Old Boys,, 275 | 19,Atlético de Rafaela,Huracán,, 276 | 19,Patronato,Independiente,, 277 | 19,Vélez Sarsfield,Boca Juniors,, 278 | 19,Defensa y Justicia,Olimpo,, 279 | 19,San Martín (SJ),Unión,, 280 | 19,Talleres (C),Lanús,, 281 | 19,Banfield,Belgrano,, 282 | 19,Colón,Godoy Cruz,, 283 | 19,River Plate,Quilmes,, 284 | 19,Racing Club,Tigre,, 285 | 19,San Lorenzo,Sarmiento,, 286 | 19,Rosario Central,Atlético Tucumán,, 287 | 19,Gimnasia y Esgrima (LP),Temperley,, 288 | 20,Gimnasia y Esgrima (LP),Aldosivi,, 289 | 20,Temperley,Rosario Central,, 290 | 20,Atlético Tucumán,San Lorenzo,, 291 | 20,Sarmiento,Racing Club,, 292 | 20,Tigre,River Plate,, 293 | 20,Quilmes,Colón,, 294 | 20,Godoy Cruz,Banfield,, 295 | 20,Belgrano,Talleres (C),, 296 | 20,Lanús,San Martín (SJ),, 297 | 20,Unión,Defensa y Justicia,, 298 | 20,Olimpo,Vélez Sarsfield,, 299 | 20,Boca Juniors,Patronato,, 300 | 20,Independiente,Atlético de Rafaela,, 301 | 20,Huracán,Arsenal,, 302 | 20,Newell's Old Boys,Estudiantes (LP),, 303 | 21,Aldosivi,Newell's Old Boys,, 304 | 21,Estudiantes (LP),Huracán,, 305 | 21,Arsenal,Independiente,, 306 | 21,Atlético de Rafaela,Boca Juniors,, 307 | 21,Patronato,Olimpo,, 308 | 21,Vélez Sarsfield,Unión,, 309 | 21,Defensa y Justicia,Lanús,, 310 | 21,San Martín (SJ),Belgrano,, 311 | 21,Talleres (C),Godoy Cruz,, 312 | 21,Banfield,Quilmes,, 313 | 21,Colón,Tigre,, 314 | 21,River Plate,Sarmiento,, 315 | 21,Racing Club,Atlético Tucumán,, 316 | 21,San Lorenzo,Temperley,, 317 | 21,Rosario Central,Gimnasia y Esgrima (LP),, 318 | 22,Rosario Central,Aldosivi,, 319 | 22,Gimnasia y Esgrima (LP),San Lorenzo,, 320 | 22,Temperley,Racing Club,, 321 | 22,Atlético Tucumán,River Plate,, 322 | 22,Sarmiento,Colón,, 323 | 22,Tigre,Banfield,, 324 | 22,Quilmes,Talleres (C),, 325 | 22,Godoy Cruz,San Martín (SJ),, 326 | 22,Belgrano,Defensa y Justicia,, 327 | 22,Lanús,Vélez Sarsfield,, 328 | 22,Unión,Patronato,, 329 | 22,Olimpo,Atlético de Rafaela,, 330 | 22,Boca Juniors,Arsenal,, 331 | 22,Independiente,Estudiantes (LP),, 332 | 22,Huracán,Newell's Old Boys,, 333 | 23,Aldosivi,Huracán,, 334 | 23,Newell's Old Boys,Independiente,, 335 | 23,Estudiantes (LP),Boca Juniors,, 336 | 23,Arsenal,Olimpo,, 337 | 23,Atlético de Rafaela,Unión,, 338 | 23,Patronato,Lanús,, 339 | 23,Vélez Sarsfield,Belgrano,, 340 | 23,Defensa y Justicia,Godoy Cruz,, 341 | 23,San Martín (SJ),Quilmes,, 342 | 23,Talleres (C),Tigre,, 343 | 23,Banfield,Sarmiento,, 344 | 23,Colón,Atlético Tucumán,, 345 | 23,River Plate,Temperley,, 346 | 23,Racing Club,Gimnasia y Esgrima (LP),, 347 | 23,San Lorenzo,Rosario Central,, 348 | 24,Boca Juniors,River Plate,, 349 | 24,Independiente,Racing Club,, 350 | 24,Huracán,San Lorenzo,, 351 | 24,Estudiantes (LP),Gimnasia y Esgrima (LP),, 352 | 24,Newell's Old Boys,Rosario Central,, 353 | 24,Banfield,Lanús,, 354 | 24,Colón,Unión,, 355 | 24,Talleres (C),Belgrano,, 356 | 24,San Martín (SJ),Godoy Cruz,, 357 | 24,Defensa y Justicia,Quilmes,, 358 | 24,Arsenal,Temperley,, 359 | 24,Olimpo,Aldosivi,, 360 | 24,Patronato,Sarmiento,, 361 | 24,Atlético de Rafaela,Atlético Tucumán,, 362 | 24,Vélez Sarsfield,Tigre,, 363 | 25,San Lorenzo,Aldosivi,, 364 | 25,Rosario Central,Racing Club,, 365 | 25,Gimnasia y Esgrima (LP),River Plate,, 366 | 25,Temperley,Colón,, 367 | 25,Atlético Tucumán,Banfield,, 368 | 25,Sarmiento,Talleres (C),, 369 | 25,Tigre,San Martín (SJ),, 370 | 25,Quilmes,Defensa y Justicia,, 371 | 25,Godoy Cruz,Vélez Sarsfield,, 372 | 25,Belgrano,Patronato,, 373 | 25,Lanús,Atlético de Rafaela,, 374 | 25,Unión,Arsenal,, 375 | 25,Olimpo,Estudiantes (LP),, 376 | 25,Boca Juniors,Newell's Old Boys,, 377 | 25,Independiente,Huracán,, 378 | 26,Aldosivi,Independiente,, 379 | 26,Huracán,Boca Juniors,, 380 | 26,Newell's Old Boys,Olimpo,, 381 | 26,Estudiantes (LP),Unión,, 382 | 26,Arsenal,Lanús,, 383 | 26,Atlético de Rafaela,Belgrano,, 384 | 26,Patronato,Godoy Cruz,, 385 | 26,Vélez Sarsfield,Quilmes,, 386 | 26,Defensa y Justicia,Tigre,, 387 | 26,San Martín (SJ),Sarmiento,, 388 | 26,Talleres (C),Atlético Tucumán,, 389 | 26,Banfield,Temperley,, 390 | 26,Colón,Gimnasia y Esgrima (LP),, 391 | 26,River Plate,Rosario Central,, 392 | 26,Racing Club,San Lorenzo,, 393 | 27,Racing Club,Aldosivi,, 394 | 27,San Lorenzo,River Plate,, 395 | 27,Rosario Central,Colón,, 396 | 27,Gimnasia y Esgrima (LP),Banfield,, 397 | 27,Temperley,Talleres (C),, 398 | 27,Atlético Tucumán,San Martín (SJ),, 399 | 27,Sarmiento,Defensa y Justicia,, 400 | 27,Tigre,Vélez Sarsfield,, 401 | 27,Quilmes,Patronato,, 402 | 27,Godoy Cruz,Atlético de Rafaela,, 403 | 27,Belgrano,Arsenal,, 404 | 27,Lanús,Estudiantes (LP),, 405 | 27,Unión,Newell's Old Boys,, 406 | 27,Olimpo,Huracán,, 407 | 27,Boca Juniors,Independiente,, 408 | 28,Aldosivi,Boca Juniors,, 409 | 28,Independiente,Olimpo,, 410 | 28,Huracán,Unión,, 411 | 28,Newell's Old Boys,Lanús,, 412 | 28,Estudiantes (LP),Belgrano,, 413 | 28,Arsenal,Godoy Cruz,, 414 | 28,Atlético de Rafaela,Quilmes,, 415 | 28,Patronato,Tigre,, 416 | 28,Vélez Sarsfield,Sarmiento,, 417 | 28,Defensa y Justicia,Atlético Tucumán,, 418 | 28,San Martín (SJ),Temperley,, 419 | 28,Talleres (C),Gimnasia y Esgrima (LP),, 420 | 28,Banfield,Rosario Central,, 421 | 28,Colón,San Lorenzo,, 422 | 28,River Plate,Racing Club,, 423 | 29,River Plate,Aldosivi,, 424 | 29,Racing Club,Colón,, 425 | 29,San Lorenzo,Banfield,, 426 | 29,Rosario Central,Talleres (C),, 427 | 29,Gimnasia y Esgrima (LP),San Martín (SJ),, 428 | 29,Temperley,Defensa y Justicia,, 429 | 29,Atlético Tucumán,Vélez Sarsfield,, 430 | 29,Sarmiento,Patronato,, 431 | 29,Tigre,Atlético de Rafaela,, 432 | 29,Quilmes,Arsenal,, 433 | 29,Godoy Cruz,Estudiantes (LP),, 434 | 29,Belgrano,Newell's Old Boys,, 435 | 29,Lanús,Huracán,, 436 | 29,Unión,Independiente,, 437 | 29,Olimpo,Boca Juniors,, 438 | 30,Aldosivi,Olimpo,, 439 | 30,Boca Juniors,Unión,, 440 | 30,Independiente,Lanús,, 441 | 30,Huracán,Belgrano,, 442 | 30,Newell's Old Boys,Godoy Cruz,, 443 | 30,Estudiantes (LP),Quilmes,, 444 | 30,Arsenal,Tigre,, 445 | 30,Atlético de Rafaela,Sarmiento,, 446 | 30,Patronato,Atlético Tucumán,, 447 | 30,Vélez Sarsfield,Temperley,, 448 | 30,Defensa y Justicia,Gimnasia y Esgrima (LP),, 449 | 30,San Martín (SJ),Rosario Central,, 450 | 30,Talleres (C),San Lorenzo,, 451 | 30,Banfield,Racing Club,, 452 | 30,Colón,River Plate,, 453 | -------------------------------------------------------------------------------- /mls-front-office-efficiency/mls_std_win_cost.csv: -------------------------------------------------------------------------------- 1 | Year,Team,Payroll,Points,PPG,Utilization,Cost_ppg,Cost_ppt,Std_cost 2 | 2007,CD Chivas USA,1831726.49,53,1.767,56.21%,582822.56,19427.42,52.312 3 | 2007,FC Dallas,2230487.34,44,1.467,44.57%,677809.57,22593.65,60.838 4 | 2007,New England Revolution,1930741.1,50,1.667,63.68%,737695.05,24589.83,66.213 5 | 2007,DC United,2098490.38,55,1.833,64.47%,737899.56,24596.65,66.232 6 | 2007,Columbus Crew SC,1887523.25,37,1.233,51.48%,787870.84,26262.36,70.717 7 | 2007,Houston Dynamo,2345379.76,52,1.733,64.62%,874387.31,29146.24,78.482 8 | 2007,Colorado Rapids SC,2303055.66,35,1.167,51.27%,1012171.75,33739.06,90.849 9 | 2007,Real Salt Lake,1991035.74,27,0.9,52.57%,1163041.81,38768.06,104.391 10 | 2007,Sporting Kansas City,2428787.07,40,1.333,68.89%,1254909.39,41830.31,112.637 11 | 2007,Chicago Fire,3401269.64,40,1.333,58.60%,1494775.63,49825.85,134.167 12 | 2007,Toronto FC,2605530.07,25,0.833,52.65%,1646276.97,54875.9,147.765 13 | 2007,New York Red Bulls,4269628.95,43,1.433,63.74%,1898643.61,63288.12,170.416 14 | 2007,LA Galaxy,5535041.89,34,1.133,46.66%,2278863.39,75962.11,204.544 15 | 2008,Columbus Crew SC,2028982.36,57,1.9,58.20%,621528.69,20717.62,48.668 16 | 2008,CD Chivas USA,2106889.73,43,1.433,45.91%,674796.02,22493.2,52.839 17 | 2008,Houston Dynamo,2348658.57,51,1.7,65.03%,898486.2,29949.54,70.354 18 | 2008,New England Revolution,2051274.53,43,1.433,62.96%,901094.61,30036.49,70.559 19 | 2008,Colorado Rapids SC,2412393,38,1.267,47.76%,909507.68,30316.92,71.217 20 | 2008,Real Salt Lake,2248082.21,40,1.333,55.85%,941612.23,31387.07,73.731 21 | 2008,FC Dallas,2291458.06,36,1.2,57.52%,1098413.18,36613.77,86.009 22 | 2008,Sporting Kansas City,2368325.14,42,1.4,65.47%,1107520.97,36917.37,86.722 23 | 2008,San Jose Earthquakes,2102510.64,33,1.1,64.22%,1227475.19,40915.84,96.115 24 | 2008,Toronto FC,2637256.43,35,1.167,62.04%,1402446.49,46748.22,109.816 25 | 2008,New York Red Bulls,3612946.53,39,1.3,61.42%,1706930.67,56897.69,133.658 26 | 2008,DC United,4245732.45,37,1.233,52.70%,1814306.77,60476.89,142.066 27 | 2008,Chicago Fire,4344178.55,46,1.533,72.74%,2060785.45,68692.85,161.366 28 | 2008,LA Galaxy,8232636.34,33,1.1,75.22%,5629663.13,187655.44,440.82 29 | 2009,CD Chivas USA,2274036.46,45,1.5,44.44%,673718.41,22457.28,54.021 30 | 2009,New England Revolution,2502033.38,42,1.4,42.78%,764589.7,25486.32,61.308 31 | 2009,Houston Dynamo,2451864.74,48,1.6,52.89%,810524.85,27017.5,64.991 32 | 2009,Real Salt Lake,1926224.75,40,1.333,59.32%,857043.88,28568.13,68.721 33 | 2009,Columbus Crew SC,2578571,49,1.633,61.05%,963812.31,32127.08,77.282 34 | 2009,Colorado Rapids SC,2107088.36,40,1.333,61.25%,967910.91,32263.7,77.611 35 | 2009,FC Dallas,2439844.81,39,1.3,54.27%,1018544.27,33951.48,81.671 36 | 2009,Sporting Kansas City,2045173.38,33,1.1,62.40%,1160261.93,38675.4,93.035 37 | 2009,San Jose Earthquakes,2196100.94,30,1,57.58%,1264530.19,42151.01,101.395 38 | 2009,Seattle Sounders FC,3241908.88,47,1.567,62.31%,1289301.9,42976.73,103.381 39 | 2009,DC United,3023424.31,40,1.333,57.45%,1302772.62,43425.75,104.462 40 | 2009,Toronto FC,3657872.63,39,1.3,51.92%,1460759.77,48691.99,117.13 41 | 2009,Chicago Fire,4815596.25,45,1.5,54.82%,1759855.47,58661.85,141.112 42 | 2009,LA Galaxy,6470447.1,48,1.6,56.06%,2267107.69,75570.26,181.786 43 | 2009,New York Red Bulls,3293298.45,21,0.7,62.26%,2929136.87,97637.9,234.87 44 | 2010,Real Salt Lake,2261634.32,56,1.867,62.08%,752186.67,25072.89,50.434 45 | 2010,FC Dallas,2452557.1,50,1.667,52.03%,765696.06,25523.2,51.34 46 | 2010,Columbus Crew SC,2324446.97,50,1.667,57.55%,802581.31,26752.71,53.813 47 | 2010,San Jose Earthquakes,2367604.13,46,1.533,53.24%,822080.43,27402.68,55.121 48 | 2010,Colorado Rapids SC,2670033.87,46,1.533,56.07%,976297.39,32543.25,65.461 49 | 2010,New England Revolution,2920571.49,32,1.067,38.71%,1059846.48,35328.22,71.063 50 | 2010,Sporting Kansas City,2566619.94,39,1.3,56.21%,1109669.99,36989,74.404 51 | 2010,CD Chivas USA,2195860.84,28,0.933,48.35%,1137566.06,37918.87,76.274 52 | 2010,Seattle Sounders FC,3349030.89,48,1.6,56.59%,1184530.16,39484.34,79.423 53 | 2010,Houston Dynamo,2441511.65,33,1.1,54.96%,1219842.94,40661.43,81.791 54 | 2010,Philadelphia Union,2162569.58,31,1.033,63.20%,1322554.29,44085.14,88.678 55 | 2010,DC United,2976112.14,22,0.733,36.77%,1492063.78,49735.46,100.043 56 | 2010,Chicago Fire,3646792.58,36,1.2,51.39%,1561788.66,52059.62,104.718 57 | 2010,LA Galaxy,9859598.24,59,1.967,36.78%,1844018.74,61467.29,123.642 58 | 2010,Toronto FC,4412055.16,35,1.167,59.74%,2259404.38,75313.48,151.493 59 | 2010,New York Red Bulls,8825269.6,51,1.7,62.21%,3229554.39,107651.81,216.542 60 | 2011,FC Dallas,2880455.31,52,1.529,40.58%,764235.16,22477.5,46.304 61 | 2011,Chicago Fire,2484081.73,43,1.265,44.05%,865238.11,25448.18,52.423 62 | 2011,Seattle Sounders FC,2948412.5,63,1.853,54.86%,872872.47,25672.72,52.886 63 | 2011,Sporting Kansas City,2960753.13,51,1.5,45.01%,888397.55,26129.34,53.826 64 | 2011,Portland Timbers FC,2233537.83,42,1.235,50.92%,920709.67,27079.7,55.784 65 | 2011,DC United,2914480.42,39,1.147,37.39%,949911.67,27938.58,57.553 66 | 2011,Houston Dynamo,2905763.4,49,1.441,47.98%,967324.16,28450.71,58.608 67 | 2011,Real Salt Lake,3001894.88,53,1.559,50.74%,977093.11,28738.03,59.2 68 | 2011,Colorado Rapids SC,2989420.25,49,1.441,50.83%,1054449.37,31013.22,63.887 69 | 2011,Philadelphia Union,2813187.97,48,1.412,52.98%,1055742.26,31051.24,63.966 70 | 2011,San Jose Earthquakes,2534467.17,38,1.118,49.40%,1120187.13,32946.68,67.87 71 | 2011,Columbus Crew SC,3023364.64,47,1.382,53.56%,1171511.92,34456.23,70.98 72 | 2011,CD Chivas USA,2733573.88,36,1.059,45.47%,1174004.71,34529.55,71.131 73 | 2011,Vancouver Whitecaps FC,3408617.83,28,0.824,44.47%,1840548.25,54133.77,111.516 74 | 2011,New England Revolution,2773259.13,28,0.824,54.82%,1846077.89,54296.41,111.851 75 | 2011,Toronto FC,4942325.19,33,0.971,40.21%,2047679.83,60225.88,124.065 76 | 2011,LA Galaxy,11543993.02,67,1.971,62.53%,3662881.52,107731.81,221.927 77 | 2011,New York Red Bulls,12410775.29,46,1.353,61.24%,5617501.88,165220.64,340.354 78 | 2012,San Jose Earthquakes,2916276.76,66,1.941,47.85%,718865.32,21143.1,39.893 79 | 2012,Sporting Kansas City,2907980.53,63,1.853,51.47%,807700.46,23755.9,44.823 80 | 2012,Houston Dynamo,2744732.19,53,1.559,46.61%,820649.11,24136.74,45.542 81 | 2012,Columbus Crew SC,2944301.65,52,1.529,44.18%,850430.52,25012.66,47.194 82 | 2012,Chicago Fire,3183663.24,57,1.676,46.39%,880961.37,25910.63,48.889 83 | 2012,DC United,3328087.19,58,1.706,47.14%,919587.24,27046.68,51.032 84 | 2012,New England Revolution,2699028.81,35,1.029,41.97%,1100398.38,32364.66,61.066 85 | 2012,Seattle Sounders FC,3621059.12,56,1.647,54.05%,1188193.73,34946.87,65.939 86 | 2012,Real Salt Lake,3210530.63,57,1.676,62.34%,1193808.31,35112.01,66.25 87 | 2012,Philadelphia Union,3032331.37,36,1.059,43.75%,1252876.07,36849.3,69.528 88 | 2012,Impact de Montréal,3347018.06,42,1.235,46.51%,1260195.02,37064.56,69.934 89 | 2012,Colorado Rapids SC,3122399.78,37,1.088,46.37%,1330512.66,39132.73,73.836 90 | 2012,CD Chivas USA,2762114.62,30,0.882,48.42%,1515754.33,44581.01,84.116 91 | 2012,FC Dallas,3870503.85,39,1.147,47.56%,1604862.56,47201.84,89.061 92 | 2012,Vancouver Whitecaps FC,4080974.7,43,1.265,51.27%,1654271.66,48655.05,91.803 93 | 2012,Portland Timbers FC,3649380.07,34,1,48.95%,1786219.79,52535.88,99.126 94 | 2012,New York Red Bulls,13689403.21,57,1.676,53.19%,4343167.37,127740.22,241.023 95 | 2012,LA Galaxy,10866593.06,54,1.588,64.47%,4411105.75,129738.4,244.793 96 | 2012,Toronto FC,6425576.12,23,0.676,48.15%,4573808.02,134523.77,253.822 97 | 2013,New England Revolution,2899868.34,51,1.5,39.01%,754112.24,22179.77,42.896 98 | 2013,Colorado Rapids SC,3051523.63,51,1.5,43.70%,888988.95,26146.73,50.568 99 | 2013,Portland Timbers FC,3002103.84,57,1.676,56.36%,1009294.35,29685.13,57.411 100 | 2013,Real Salt Lake,3293113.43,56,1.647,52.88%,1057250.62,31095.61,60.139 101 | 2013,Sporting Kansas City,3259242.14,58,1.706,56.70%,1083251.44,31860.34,61.618 102 | 2013,Philadelphia Union,3141876.29,46,1.353,47.42%,1101272.09,32390.36,62.643 103 | 2013,San Jose Earthquakes,3359790.07,51,1.5,50.97%,1141644.4,33577.78,64.94 104 | 2013,Houston Dynamo,3257983.14,51,1.5,54.30%,1179390.76,34687.96,67.087 105 | 2013,Chicago Fire,3957512.86,49,1.441,46.89%,1287572.64,37869.78,73.24 106 | 2013,Columbus Crew SC,3164096.57,41,1.206,51.93%,1362696.72,40079.32,77.514 107 | 2013,CD Chivas USA,2584136.13,26,0.765,40.73%,1376457.71,40484.05,78.296 108 | 2013,Toronto FC,4376273.89,29,0.853,26.97%,1383754.31,40698.66,78.712 109 | 2013,Vancouver Whitecaps FC,4195636.61,48,1.412,48.92%,1453930.64,42762.67,82.703 110 | 2013,FC Dallas,3824576.64,44,1.294,49.48%,1462231.67,43006.81,83.176 111 | 2013,Impact de Montréal,3976440,49,1.441,62.82%,1733386.19,50981.95,98.6 112 | 2013,Seattle Sounders FC,6484815.46,52,1.529,47.82%,2027541.3,59633.57,115.332 113 | 2013,DC United,3390418,16,0.471,43.90%,3162844.26,93024.83,179.911 114 | 2013,LA Galaxy,9057958.57,53,1.559,61.14%,3552748.34,104492.6,202.09 115 | 2013,New York Red Bulls,10114123.26,59,1.735,69.11%,4028340.48,118480.6,229.142 116 | 2014,FC Dallas,4001567.76,54,1.588,42.55%,1072013.93,31529.82,47.499 117 | 2014,DC United,3492330.82,59,1.735,53.70%,1080816.7,31788.73,47.889 118 | 2014,Columbus Crew SC,2986916.26,52,1.529,58.99%,1152081.8,33884.76,51.047 119 | 2014,Sporting Kansas City,3312332.85,49,1.441,51.32%,1179555.89,34692.82,52.264 120 | 2014,Real Salt Lake,3597680.76,56,1.647,55.28%,1207586.36,35517.25,53.506 121 | 2014,New England Revolution,3850442.68,55,1.618,52.81%,1257014.26,36971.01,55.697 122 | 2014,Colorado Rapids SC,2944937.38,32,0.941,46.88%,1467028.86,43147.91,65.002 123 | 2014,CD Chivas USA,3411456.75,33,0.971,45.13%,1586307.75,46656.11,70.287 124 | 2014,Chicago Fire,3368637.15,36,1.059,53.38%,1698140.28,49945.3,75.242 125 | 2014,Philadelphia Union,3642438.18,42,1.235,58.76%,1732579.49,50958.22,76.768 126 | 2014,Houston Dynamo,3342386.32,39,1.147,60.25%,1755728.25,51639.07,77.794 127 | 2014,Portland Timbers FC,4603855.61,49,1.441,60.14%,1921061.84,56501.82,85.12 128 | 2014,Vancouver Whitecaps FC,4646613.97,50,1.471,62.23%,1966265.93,57831.35,87.123 129 | 2014,San Jose Earthquakes,3878060.12,30,0.882,51.56%,2266156.49,66651.66,100.41 130 | 2014,Impact de Montréal,4707116.44,28,0.824,52.50%,3000628.74,88253.79,132.954 131 | 2014,Seattle Sounders FC,9599343.32,64,1.882,66.08%,3370069.26,99119.68,149.323 132 | 2014,New York Red Bulls,10171949.12,50,1.471,64.78%,4480915.16,131791.62,198.543 133 | 2014,LA Galaxy,12050883.29,61,1.794,78.13%,5247752.34,154345.66,232.521 134 | 2014,Toronto FC,15596181.21,41,1.206,59.17%,7652937.06,225086.38,339.091 135 | 2015,FC Dallas,3438832.32,60,1.765,47.82%,931839.03,27407.03,31.374 136 | 2015,New York Red Bulls,3555182.12,60,1.765,60.33%,1215480.42,35749.42,40.924 137 | 2015,DC United,3652323.12,51,1.5,52.79%,1285307.53,37803.16,43.275 138 | 2015,Impact de Montréal,4769196.83,51,1.5,46.76%,1486668.57,43725.55,50.054 139 | 2015,San Jose Earthquakes,4610487.93,47,1.382,46.55%,1552682.5,45667.13,52.277 140 | 2015,Real Salt Lake,4280463.53,41,1.206,53.42%,1896375.77,55775.76,63.848 141 | 2015,Columbus Crew SC,4822707.05,53,1.559,61.43%,1900597.42,55899.92,63.99 142 | 2015,New England Revolution,5971710.96,50,1.471,48.03%,1950203.14,57358.92,65.661 143 | 2015,Vancouver Whitecaps FC,5422176.34,53,1.559,56.23%,1955990.44,57529.13,65.855 144 | 2015,Colorado Rapids SC,4516379.85,37,1.088,48.27%,2003366.72,58922.55,67.451 145 | 2015,Sporting Kansas City,5369257.37,51,1.5,56.91%,2037266.12,59919.59,68.592 146 | 2015,Houston Dynamo,4646933.82,42,1.235,55.59%,2091362.94,61510.67,70.413 147 | 2015,Philadelphia Union,5123275.94,37,1.088,46.62%,2194767.83,64552,73.895 148 | 2015,Portland Timbers FC,5447100.12,53,1.559,62.94%,2199441.12,64689.44,74.052 149 | 2015,Chicago Fire,6313438.53,30,0.882,49.26%,3524868.04,103672.59,118.677 150 | 2015,Seattle Sounders FC,10276753.88,51,1.5,55.36%,3793125.15,111562.5,127.709 151 | 2015,Orlando City SC,10413055.71,44,1.294,67.35%,5419172.73,159387.43,182.456 152 | 2015,LA Galaxy,16719562.41,51,1.5,52.77%,5882461.09,173013.56,198.054 153 | 2015,New York City FC,13021681.86,37,1.088,67.10%,8029684.76,236167.2,270.348 154 | 2015,Toronto FC,20598115.49,49,1.441,66.32%,9478855.62,278789.87,319.14 155 | 2016,FC Dallas,3728612.75,60,1.765,56.85%,1201262.71,35331.26,35.908 156 | 2016,New York Red Bulls,5143511.52,57,1.676,58.46%,1793611.67,52753.28,53.614 157 | 2016,DC United,4928593.95,46,1.353,51.12%,1862262.96,54772.44,55.666 158 | 2016,Philadelphia Union,5410982.31,42,1.235,42.77%,1873644.65,55107.2,56.006 159 | 2016,New England Revolution,5205128.24,42,1.235,55.28%,2329253.68,68507.46,69.625 160 | 2016,Colorado Rapids SC,7551480.22,58,1.706,53.54%,2370051.76,69707.4,70.844 161 | 2016,Sporting Kansas City,6288547.63,47,1.382,52.47%,2387078.68,70208.2,71.353 162 | 2016,Impact de Montréal,6096682.85,45,1.324,51.88%,2389935.3,70292.21,71.439 163 | 2016,San Jose Earthquakes,6065463.98,38,1.118,44.24%,2400910.38,70615.01,71.767 164 | 2016,Houston Dynamo,5185829.35,34,1,46.31%,2401386,70629,71.781 165 | 2016,Real Salt Lake,5431531.03,46,1.353,61.99%,2488657.67,73195.81,74.39 166 | 2016,Chicago Fire,4778551.88,31,0.912,49.52%,2595440.23,76336.48,77.582 167 | 2016,Columbus Crew SC,5430264.43,36,1.059,52.43%,2688891.2,79085.04,80.375 168 | 2016,Vancouver Whitecaps FC,6365566.53,39,1.147,50.74%,2815556.64,82810.49,84.161 169 | 2016,Portland Timbers FC,6491694.22,44,1.294,60.20%,3019664.81,88813.67,90.262 170 | 2016,Seattle Sounders FC,9992651.23,48,1.412,50.89%,3602179.89,105946.47,107.674 171 | 2016,Orlando City SC,10663203.06,41,1.206,58.15%,5142178.1,151240.53,153.707 172 | 2016,LA Galaxy,16134529.39,52,1.529,52.59%,5548082,163178.88,165.84 173 | 2016,Toronto FC,19457885.29,53,1.559,64.32%,8029195.7,236152.81,240.004 174 | 2016,New York City FC,20683673.54,54,1.588,69.54%,9055667.27,266343.16,270.687 175 | 2017,Houston Dynamo,5053140.21,50,1.471,54.10%,1858885.22,54673.09,52.509 176 | 2017,Columbus Crew SC,6344453.06,54,1.588,52.56%,2099549.82,61751.47,59.307 177 | 2017,Vancouver Whitecaps FC,7013623.27,52,1.529,49.23%,2257795.77,66405.76,63.777 178 | 2017,Minnesota United FC,5033768.66,36,1.059,48.90%,2324648.48,68372.01,65.665 179 | 2017,FC Dallas,5953962.42,46,1.353,53.18%,2340442.43,68836.54,66.112 180 | 2017,DC United,4940136.74,32,0.941,47.93%,2515881.12,73996.5,71.067 181 | 2017,Philadelphia Union,6514276.94,42,1.235,47.78%,2519828.69,74112.61,71.179 182 | 2017,San Jose Earthquakes,7258479.06,46,1.353,48.35%,2594065.85,76296.05,73.276 183 | 2017,New York Red Bulls,6501382.43,50,1.471,58.80%,2599367.77,76451.99,73.426 184 | 2017,Impact de Montréal,5726708.53,39,1.147,52.47%,2619664.83,77048.97,73.999 185 | 2017,Sporting Kansas City,6317417.29,49,1.441,60.32%,2643919.7,77762.34,74.684 186 | 2017,New England Revolution,5978340.76,45,1.324,59.70%,2696422.26,79306.54,76.167 187 | 2017,Atlanta United FC,8286388.75,55,1.618,57.90%,2966104.7,87238.37,83.785 188 | 2017,Real Salt Lake,7786091.11,45,1.324,50.45%,2967767.56,87287.28,83.832 189 | 2017,Portland Timbers FC,9530631.6,53,1.559,61.36%,3751643.2,110342.45,105.974 190 | 2017,Colorado Rapids SC,7453835.82,33,0.971,51.57%,3960100.57,116473.55,111.863 191 | 2017,Seattle Sounders FC,9538959.67,53,1.559,68.60%,4197896.35,123467.54,118.58 192 | 2017,Chicago Fire,11911304.43,55,1.618,66.80%,4918849.52,144672.04,138.945 193 | 2017,Orlando City SC,12798230.39,39,1.147,53.32%,5949115.5,174973.99,168.047 194 | 2017,New York City FC,16686931.33,57,1.676,59.84%,5956028.45,175177.31,168.243 195 | 2017,LA Galaxy,10609107.83,32,0.941,62.00%,6988403.36,205541.28,197.405 196 | 2017,Toronto FC,20210200.41,69,2.029,70.96%,7066902.51,207850.07,199.622 197 | --------------------------------------------------------------------------------