Context

This dataset contains 2022-2023 football player stats per 90 minutes. Only players of Premier League, Ligue 1, Bundesliga, Serie A and La Liga are listed.

• 2021-2022 Football Player Stats
• 2021-2022 Football Team Stats
• 2022-2023 Football Team Stats

Content

+2500 rows and 124 columns. Columns' description are listed below.

• Rk : Rank
• Player : Player's name
• Nation : Player's nation
• Pos : Position
• Squad : Squad’s name
• Comp : League that squat occupies
• Age : Player's age
• Born : Year of birth
• MP : Matches played
• Starts : Matches started
• Min : Minutes played
• 90s : Minutes played divided by 90
• Goals : Goals scored or allowed
• Shots : Shots total (Does not include penalty kicks)
• SoT : Shots on target (Does not include penalty kicks)
• SoT% : Shots on target percentage (Does not include penalty kicks)
• G/Sh : Goals per shot
• G/SoT : Goals per shot on target (Does not include penalty kicks)
• ShoDist : Average distance, in yards, from goal of all shots taken (Does not include penalty kicks)
• ShoFK : Shots from free kicks
• ShoPK : Penalty kicks made
• PKatt : Penalty kicks attempted
• PasTotCmp : Passes completed
• PasTotAtt : Passes attempted
• PasTotCmp% : Pass completion percentage
• PasTotDist : Total distance, in yards, that completed passes have traveled in any direction
• PasTotPrgDist : Total distance, in yards, that completed passes have traveled towards the opponent's goal
• PasShoCmp : Passes completed (Passes between 5 and 15 yards)
• PasShoAtt : Passes attempted (Passes between 5 and 15 yards)
• PasShoCmp% : Pass completion percentage (Passes between 5 and 15 yards)
• PasMedCmp : Passes completed (Passes between 15 and 30 yards)
• PasMedAtt : Passes attempted (Passes between 15 and 30 yards)
• PasMedCmp% : Pass completion percentage (Passes between 15 and 30 yards)
• PasLonCmp : Passes completed (Passes longer than 30 yards)
• PasLonAtt : Passes attempted (Passes longer than 30 yards)
• PasLonCmp% : Pass completion percentage (Passes longer than 30 yards)
• Assists : Assists
• PasAss : Passes that directly lead to a shot (assisted shots)
• Pas3rd : Completed passes that enter the 1/3 of the pitch closest to the goal
• PPA : Completed passes into the 18-yard box
• CrsPA : Completed crosses into the 18-yard box
• PasProg : Completed passes that move the ball towards the opponent's goal at least 10 yards from its furthest point in the last six passes, or any completed pass into the penalty area
• PasAtt : Passes attempted
• PasLive : Live-ball passes
• PasDead : Dead-ball passes
• PasFK : Passes attempted from free kicks
• TB : Completed pass sent between back defenders into open space
• Sw : Passes that travel more than 40 yards of the width of the pitch
• PasCrs : Crosses
• TI : Throw-Ins taken
• CK : Corner kicks
• CkIn : Inswinging corner kicks
• CkOut : Outswinging corner kicks
• CkStr : Straight corner kicks
• PasCmp : Passes completed
• PasOff : Offsides
• PasBlocks : Blocked by the opponent who was standing it the path
• SCA : Shot-creating actions
• ScaPassLive : Completed live-ball passes that lead to a shot attempt
• ScaPassDead : Completed dead-ball passes that lead to a shot attempt
• ScaDrib : Successful dribbles that lead to a shot attempt
• ScaSh : Shots that lead to another shot attempt
• ScaFld : Fouls drawn that lead to a shot attempt
• ScaDef : Defensive actions that lead to a shot attempt
• GCA : Goal-creating actions
• GcaPassLive : Completed live-ball passes that lead to a goal
• GcaPassDead : Completed dead-ball passes that lead to a goal
• GcaDrib : Successful dribbles that lead to a goal
• GcaSh : Shots that lead to another goal-scoring shot
• GcaFld : Fouls drawn that lead to a goal
• GcaDef : Defensive actions that lead to a goal
• Tkl : Number of players tackled
• TklWon : Tackles in which the tackler's team won possession of the ball
• TklDef3rd : Tackles in defensive 1/3
• TklMid3rd : Tackles in middle 1/3
• TklAtt3rd : Tackles in attacking 1/3
• TklDri : Number of dribblers tackled
• TklDriAtt : Number of times dribbled past plus number of tackles
• TklDri% : Percentage of dribblers tackled
• TklDriPast : Number of times dribbled past by an opposing player
• Blocks : Number of times blocking the ball by standing in its path
• BlkSh : Number of times blocking a shot by standing in its path
• BlkPass : Number of times blocking a pass by standing in its path
• Int : Interceptions
• Tkl+Int : Number of players tackled plus number of interceptions
• Clr : Clearances
• Err : Mistakes leading to an opponent's shot
• Touches : Number of times a player touched the ball. Note: Receiving a pass, then dribbling, then sending a pass counts as one touch
• TouDefPen : Touches in defensive penalty area
• TouDef3rd : Touches in defensive 1/3
• TouMid3rd : Touches in middle 1/3
• TouAtt3rd : Touches in attacking 1/3
• TouAttPen : Touches in attacking penalty area
• TouLive : Live-ball touches. Does not include corner kicks, free kicks, throw-ins, kick-offs, goal kicks or penalty kicks.
• ToAtt : Number of attempts to take on defenders while dribbling
• ToSuc : Number of defenders taken on successfully, by dribbling past them
• ToSuc% : Percentage of take-ons Completed Successfully
• ToTkl : Number of times tackled by a defender during a take-on attempt
• ToTkl% : Percentage of time tackled by a defender during a take-on attempt
• Carries : Number of times the player controlled the ball with their feet
• CarTotDist : Total distance, in yards, a player moved the ball while controlling it with their feet, in any direction
• CarPrgDist : Total distance, in yards, a player moved the ball while controlling it with their feet towards the opponent's goal
• CarProg : Carries that move the ball towards the opponent's goal at least 5 yards, or any carry into the penalty area
• Car3rd : Carries that enter the 1/3 of the pitch closest to the goal
• CPA : Carries into the 18-yard box
• CarMis : Number of times a player failed when attempting to gain control of a ball
• CarDis : Number of times a player loses control of the ball after being tackled by an opposing player
• Rec : Number of times a player successfully received a pass
• RecProg : Completed passes that move the ball towards the opponent's goal at least 10 yards from its furthest point in the last six passes, or any completed pass into the penalty area
• CrdY : Yellow cards
• CrdR : Red cards
• 2CrdY : Second yellow card
• Fls : Fouls committed
• Fld : Fouls drawn
• Off : Offsides
• Crs : Crosses
• TklW : Tackles in which the tackler's team won possession of the ball
• PKwon : Penalty kicks won
• PKcon : Penalty kicks conceded
• OG : Own goals
• Recov : Number of loose balls recovered
• AerWon : Aerials won
• AerLost : Aerials lost
• AerWon% : Percentage of aerials won

Acknowledgements

Data from Football Reference. Image from Sky Sports.

If you're reading this, please upvote.

Real Madrid scored 75 goals during the 2022/2023 season of the highest professional soccer league in Spain, which placed at the top of the final ranking. FC Barcelona and Atlético de Madrid ranked second with 70 goals each.

At the latest World Cup in Russia in 2022, an average of 2.69 goals per game. The highest ever goals to game ratio was during the 1954 World Cup in Switzerland, where an average of 5.38 goals were scored in each of the 26 games. This number can be attributed to some unusually high-scoring games, which included Austria 7 Switzerland 5 and Hungary 9 South Korea 0. The final between West Germany and Hungary clocked in at a below-average 3-2.

World Cup goal-festsThe 171 goals scored during the 2014 World Cup in Brazil equals the record for the most goals in a single World Cup along with France 1998. The World Cup in France was also the first tournament which included 64 teams in the main event, a vast increase on the 18 teams that took part in the very first World Cup in Uruguay in 1930.

World Cup goal kingsGermany’s Miroslav Klose holds the record for the most goals ever scored at the World Cup. The striker scored his sixteenth and record-breaking goal in Germany's 7-1 semi-final demolition of Brazil during the 2014 World Cup. His first World Cup goals came 12 years earlier at the World Cup in South Korea and Japan in 2002. He scored a hat-trick during Germany’s 8-0 victory against Saudi Arabia in the group stage and went on to score two more goals during the tournament. The top goal scorer at the 2002 World Cup was Brazil’s Ronaldo, who comes in at second on the all-time leading scorers at the World Cup.

Robert Lewandowski stands as the undisputed goal-scoring king for Poland's national football team, with an impressive tally of 84 goals. This remarkable achievement dwarfs the second-place record held by Wlodzimierz Lubanski, who netted 44 goals during his career. Lewandowski's prowess on the field has not only etched his name in Polish football history but also elevated the team's profile on the international stage. World Cup performances and stadium attendance Poland's national team has a rich history in FIFA World Cup competitions. Prior to the 2018 tournament, Poland had participated in 31 World Cup matches, emerging victorious in 15 of them. This track record underscores the team's competitive spirit on the global stage. The passion for football in Poland is further evidenced by impressive attendance figures at national team matches. In 2024, the highest attendance was recorded during a match against Portugal, drawing over 56,000 fans to PGE Narodowy in Warsaw. Home grounds and historic crowds The Polish national team has played its home matches across various stadiums, with Stadion Śląski in Chorzow hosting the most games at 47. Interestingly, among the top 20 most frequented stadiums, six are located in Warsaw. The team's ability to draw massive crowds is highlighted by the all-time attendance record set on September 14, 1958, when 110,000 spectators packed the stadium in Chorzow for a match against Hungary. This enduring support demonstrates the deep-rooted football culture in Poland.

As of February 2025, the quickest goal ever scored in the Premier League was Shane Long's opener against Watford in April 2019, coming in just 7.69 seconds. The second-fastest goal was scored by Philip Billing, who scored 9.11 seconds into AFC Bournemouth's match against Arsenal in March 2023.

https://i.imgur.com/PLS0HB3.gif" alt="Example Video from Deploy Tab">

Here are a few use cases for this project:

1. Sports Analytics: The Soccer Players computer vision model can be used to analyze player performance during games by tracking player and ball positions, individual player actions, and goal-scoring events, allowing coaches and trainers to make data-driven decisions for improving performance and strategies.

2. Automated Highlight Reels: The model can be used to automatically curate soccer match highlights by identifying crucial moments such as goals, outstanding player performances, and referee decisions. This can streamline the video editing process for broadcasting and streaming companies.

3. Virtual Assistant for Soccer Enthusiasts: The Soccer Players model can be integrated into a mobile application, allowing users to take pictures or upload images from soccer matches and receive instant information about the teams (USA, NED), player roles (goalie, outfield player, referee), and other relevant classes such as ball and goal locations, enhancing their understanding and engagement with the sport.

4. Real-Time Augmented Reality (AR) Applications: The model can be used to create AR experiences for soccer fans attending live matches, providing pop-up information about players (such as player stats, team affiliations, etc.) and game events (goals, referee decisions) when viewing the live match through an AR device or smartphone.

5. Training and Scouting Tools: Soccer scouts and trainers can use the Soccer Players model to evaluate potential recruits or assess the performance of their own players during practice sessions. By rapidly identifying key actions (goals, saves, tackles) and providing context for each play, the model can help scouts and trainers make informed decisions faster.

Context

This dataset contains 2021-2022 regular season NBA player stats per game. Note that there are duplicate player names resulted from team changes.

• 2021-2022 NBA Player Stats
• 2022-2023 NBA Player Stats

Content

+500 rows and 30 columns. Columns' description are listed below.

• Rk : Rank
• Player : Player's name
• Pos : Position
• Age : Player's age
• Tm : Team
• G : Games played
• GS : Games started
• MP : Minutes played per game
• FG : Field goals per game
• FGA : Field goal attempts per game
• FG% : Field goal percentage
• 3P : 3-point field goals per game
• 3PA : 3-point field goal attempts per game
• 3P% : 3-point field goal percentage
• 2P : 2-point field goals per game
• 2PA : 2-point field goal attempts per game
• 2P% : 2-point field goal percentage
• eFG% : Effective field goal percentage
• FT : Free throws per game
• FTA : Free throw attempts per game
• FT% : Free throw percentage
• ORB : Offensive rebounds per game
• DRB : Defensive rebounds per game
• TRB : Total rebounds per game
• AST : Assists per game
• STL : Steals per game
• BLK : Blocks per game
• TOV : Turnovers per game
• PF : Personal fouls per game
• PTS : Points per game

Acknowledgements

Data from Basketball Reference. Image from NBA.

If you're reading this, please upvote.

This statistic presents the number of goals scored by the football teams in the Spanish first division in the 2019/2020 season, both at home and away. During that season, 942 goals were scored in total, 546 goals at home matches and 431 at away matches.

Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development Finance : Goal 17 encapsulates the need for a transformational approach to development if prosperity, equality for all and a protected environment, are to be achieved. This includes harnessing policy coherence, developing multi-stakeholder partnerships, accessing public and private finance, durable trading relationships, effective adoption of science and technology, and improving collection and use of data; While understanding that Pacific countries are responsible for their own sustainable development, addressing many sustainable development challenges requires enhanced cooperation and international support. ODA and other external development financing streams remain significant in many countries; The integration of the SDGs into national and regional planning and budgeting brings an unprecedented demand for data and information. The strength and development of national statistical systems is covered in Goal 17.

Find more Pacific data on PDH.stat.

A total of 172 goals were scored during the 2022 World Cup in Qatar, marking a new record for the tournament. This was three more goals than the previous tournament in 2018.

Goals galore The highest ever goals to game ratio was set during the 1954 World Cup in Switzerland, where an average of 5.38 goals were scored in each of the 26 games. Some of the highest scoring games during this tournament included Austria 7-5 Switzerland and Hungary 9-0 South Korea. The honor of the World Cup's all time top goal scorer belongs to Germany's Miroslav Klose. The iconic striker scored a total of 16 goals across four World Cups, with his 16th and record-breaking goal coming in Germany's semi-final demolition of Brazil in 2014.

Goal droughts At the other end of the scale, the 1990 World Cup had the fewest average goals per match, with the ball hitting the back of the net 115 times in 52 matches, or around 2.21 goals per game. The fewest goals scored in a single tournament stands at 70, which occurred at the first two World Cups in 1930 and 1934. This can be explained by the fact that only 13 and 16 teams respectively took part in the finals, and so fewer games were played overall.

Contains available data on Pacific Sustainable Development Indicators selected by the region and endorsed by Forum Leaders in the Pacific Roadmap for Sustainable Development. Data is collated from a number of sources, including national household collections, civil registry data, education management information systems, health information systems, treasury papers, and published reports from countries and development partners.

Find more Pacific data on PDH.stat.

As of October 11, 2024, Cristiano Ronaldo had scored 905 career goals, with 450 of them coming for Real Madrid. Meanwhile, the forward had also scored 132 goals for the Portuguese national team.

Lionel Messi is widely regarded as one of the best soccer players of all time. The Argentine footballer has scored an impressive 824 times in 1050 games across all competitions. His best goal-scoring season came in 2011-2012, when he scored a staggering 82 goals in 69 games.

This graph depicts the national teams with the most goals scored at the FIFA World Cup from 1930 to 2018. Brazil topped the list with 229 goals scored.

Hydrographic and Impairment Statistics (HIS) is a National Park Service (NPS) Water Resources Division (WRD) project established to track certain goals created in response to the Government Performance and Results Act of 1993 (GPRA). One water resources management goal established by the Department of the Interior under GRPA requires NPS to track the percent of its managed surface waters that are meeting Clean Water Act (CWA) water quality standards. This goal requires an accurate inventory that spatially quantifies the surface water hydrography that each bureau manages and a procedure to determine and track which waterbodies are or are not meeting water quality standards as outlined by Section 303(d) of the CWA. This project helps meet this DOI GRPA goal by inventorying and monitoring in a geographic information system for the NPS: (1) CWA 303(d) quality impaired waters and causes; and (2) hydrographic statistics based on the United States Geological Survey (USGS) National Hydrography Dataset (NHD). Hydrographic and 303(d) impairment statistics were evaluated based on a combination of 1:24,000 (NHD) and finer scale data (frequently provided by state GIS layers).

This table provides links and information relating to national SDG 14 indicators for Ireland. The table has been complied by the Central Statistics Office. Click on the 'Data' tab above to access the table.In 2015 UN countries adopted a set of 17 goals to end poverty, protect the planet and ensure prosperity for all as part of a new sustainable development agenda. Each goal has specific targets to help achieve the goals set out in the agenda by 2030. Governments are committed to establishing national frameworks for the achievement of the 17 Goals and to review progress using accessible quality data. With these goals in mind the CSO and OSi are working together to link geography and statistics to produce indicators that help communicate and monitor Ireland’s performance in relation to achieving the 17 sustainable development goals.

This data show the average number of scored goals per match in the first Bundesliga in Germany from 1963/64 to 2021/22. The number peaked at 3.34 scored goals per match in the period between 1970/71 and 1979/80. In 2021/22, the average number of scored goals per match was 3.12.

Hydrographic and Impairment Statistics (HIS) is a National Park Service (NPS) Water Resources Division (WRD) project established to track certain goals created in response to the Government Performance and Results Act of 1993 (GPRA). One water resources management goal established by the Department of the Interior under GRPA requires NPS to track the percent of its managed surface waters that are meeting Clean Water Act (CWA) water quality standards. This goal requires an accurate inventory that spatially quantifies the surface water hydrography that each bureau manages and a procedure to determine and track which waterbodies are or are not meeting water quality standards as outlined by Section 303(d) of the CWA. This project helps meet this DOI GRPA goal by inventorying and monitoring in a geographic information system for the NPS: (1) CWA 303(d) quality impaired waters and causes; and (2) hydrographic statistics based on the United States Geological Survey (USGS) National Hydrography Dataset (NHD). Hydrographic and 303(d) impairment statistics were evaluated based on a combination of 1:24,000 (NHD) and finer scale data (frequently provided by state GIS layers).

As of May 2024, Hakan Şükür is the all-time leader in goals scored for the national football team of Turkey with a total of 51 goals scored. Şükür retired from the national team in 2007 after playing in 112 international matches. He is trailing in goals in front of Burak Yılmaz with 31 goals, who is not yet retired from the team, and Tuncay Şanlı with 22 goals, who retired from the national team in 2010.

World Cup history

Turkey did not qualify for the 2018 and 2022 World Cup. Turkey qualified for the World Cup in 1950 in Brazil for the first time but withdrew from it. After that, Turkey played in the 1954 World Cup in Switzerland but did not pass the group stage. Since then, Turkey qualified for the tournament just once in 2002 in South Korea and Japan and came in third place.

Stadium attendance

The match with the highest attendance that Turkey played in 2018 was against Russia on October 14th in Fisht Stadium in Sochi and hosted 38,288 stadium spectators. The match with the highest attendance in history in which Turkey played was back in 1961 against the USSR in Lenin in front of 102,000 attendees. Stadium popularity seems to be rising in the Süper Lig, which is the top tier football league in Turkey, with an average of nine thousand spectators per match in 2019/20, roughly double than the years before.

Hydrographic and Impairment Statistics (HIS) is a National Park Service (NPS) Water Resources Division (WRD) project established to track certain goals created in response to the Government Performance and Results Act of 1993 (GPRA). One water resources management goal established by the Department of the Interior under GRPA requires NPS to track the percent of its managed surface waters that are meeting Clean Water Act (CWA) water quality standards. This goal requires an accurate inventory that spatially quantifies the surface water hydrography that each bureau manages and a procedure to determine and track which waterbodies are or are not meeting water quality standards as outlined by Section 303(d) of the CWA. This project helps meet this DOI GRPA goal by inventorying and monitoring in a geographic information system for the NPS: (1) CWA 303(d) quality impaired waters and causes; and (2) hydrographic statistics based on the United States Geological Survey (USGS) National Hydrography Dataset (NHD). Hydrographic and 303(d) impairment statistics were evaluated based on a combination of 1:24,000 (NHD) and finer scale data (frequently provided by state GIS layers).