🦥 Anmol Durgapal
A data professional and developer crafting action-oriented solutions.
My Data Visualization Work 🎨
Nightingale Charts With Curved Labels
Combined scripts from @NPRougier Scientific Visualization book and StackOverflow to get the functionality of curved labels around the Nightingale Chart.
View TweetDusan Vlahovic - Season 2021-22
Contributed a few visualizations to an excellent in-depth analysis on Dusan Vlahovic by @Mtjtz_ titled 'Dusan Vlahović, The Long Journey 🟣'
View TweetNightingale Chart Plotter
Developed an interactive web app using Python hosted on Streamlit server that generates nightingale charts. Engineered a user-friendly design customization feature within the application, enabling users to modify the chart layout.
Access Nightingale Chart PlotterFinal Score - Match Template
A template to represent final score of a football game. Used the match result from a match between FC Barcelona and Atletico de Madrid from 1997.
View VisualShots Conceded From Corners
A look at shots conceded from corners (under 10 seconds) by La Liga teams. Season 2020-21. Real Madrid being the best performer, Valencia being the worst. Atletico and Barca conceding more than average. Sevilla doing a good job under Julian Lopategui.
View TweetAcademy Players Under Cruyff's Tenure At Barca
In his eight seasons as a manager, Cruyff gave debuts to 30 La Masia graduates. (Pep Guardiola, Sergi Barjuán, Albert Ferrer and others)
Read BlogSquad Age-wise Division
20 - La Masia Graduates & 10 Others. Under Johan Cruyff. Season 1995-96
Read BlogArrivals & Departures | Season 1966-67
8 new players arrived - including El Fenomeno!!! & 8 left the club
View VisualPoints Obtained By Barca
FC Barcelona this season obtained a total of 79 points in La Liga and came third. The last time Barca was unable to obtain more than 80 points and came third in La Liga was back in the 2007-08 season when Frank Rijkaard was in charge.
View TweetMessi's Goalscoring Performance
Lionel Messi's Goalscoring Performance in La Liga. He has outperformed his xG in every season. He has scored more than 20 goals in each season since 2008-09; That's 13 consecutive seasons. He has scored >= 30 goals in nine seasons. Best Season - 2011/12 - 50 goals.🐐
View TweetFCB Femeni - Minutes Played
Visualization showing the percentage of minutes played in 2020-21 season by FC Barcelona Femení players in all competitions.
View TweetGoalkeeping Performance
Visualization showing goalkeeping performances in La Liga (Season 2020-21)
View TweetGoalkeeping Performance - Table
Visualization (table) showing goalkeeping performances in La Liga (Season 2020-21)
View TweetTop Goalscorers - Europe
Here is a look at the top two goalscorers in Europe since the 2007/08 season.
View TweetEuropean Goalden Boot - What If?
In the last 14 seasons, Lionel Messi(6) and Cristiano Ronaldo(4) have won the European Golden Boot Award 10 times. But what if we exclude Messi & Ronaldo from the European Golden Boot Award's ranking? How would the top two rankings look? This visualization answers the question.
View TweetBarca - Top Three Goalscrores
Top-three goalscorers for FC Barcelona since 2014-15. Lionel Messi at the top with 26 non-penalty goals scored this season in La Liga, and is leading the Pichichi race with a total of 29 goals.
View TweetSergio Busquets - Positional Heatmap
One of the main plus point for FC Barcelona this season (2020-21) has been the form of Sergio Busquets. Here is the positional heatmap of Busquets to see how Ronald Koeman has used him throughout this season.
View TweetHexbin Representation
Maps 🗺️ using #matplotlib 🤩. Here is a hexbin/honeycomb representation of India's map.
View TweetFC Barcelona - Minutes Played
FC Barcelona | Percentage of Minutes Played Season 2020/21 | All Competitions
View TweetRace For The Pichichi
Lionel Messi is leading the race for the Pichichi with 25 goals in total. The attached visualization looks at Lionel Messi's goal-scoring performance this season (2020-21) compared to other strikers in La Liga.
View TweetNightingale Chart
Nightingale Charts - Idea inspired by @Worville @FootballSlices @Soumyaj15209314 and @somazerofc. Thanks to @topimpacat for helping me with the data.
View TweetFC Barcelona's Defense: A Data Driven Analysis
FC Barcelona's attacking and defensive performance - Season 2018/19 to 2020/21.
Read AnalysisFC Barcelona's Defense: A Data Driven Analysis
FC Barcelona - Open play shots conceded - Season 2020/21
Read AnalysisFC Barcelona's Defense: A Data Driven Analysis
Goal Saving Ability - Top 5 Leagues - Season 2020-21
Read AnalysisFC Barcelona's Defense: A Data Driven Analysis
Corner Touch Map - Barcelona vs Opponents
Read AnalysisFC Barcelona's Defense: A Data Driven Analysis
Shots conceded under 10 seconds after a corner is taken
Read AnalysisFC Barcelona's Defense: A Data Driven Analysis
FC Barcelona - Defensive Set Piece Information
Read AnalysisMason Mount - Comparison With Other Players
Mason Mount - Comparison With Other Players - Season 2020/21
View VisualMost Frequent Shots Location
Here we look at the most frequent shot location from open-play FC Barcelona had in this season. Most of the shots are from the left-side, with some very close to the goal. We also have a few shots from outside the box from where Messi prefers to curl in the ball.
View TweetBruno Fernandes - Shot Map
Bruno Fernandes - Shot Map - Open Play Shots - 2020 - Premier League
View VisualProportion of Defensive Actions to Opposition Passes
Proportion of Defensive Actions to Opposition Passes | La Liga 2020-21
View TweetRadar Chart - Dark Theme
Added functionality to add user-defined theme when plotting a radar chart. Here is an example to show how one can add colors when making radar-charts(used a dark one).
View TweetRadar Chart - Comparing Two Players
soccerplots v0.0.2 is now available. Use the package manager pip for installing/updating the package. Added the feature where one can now compare players.
View TweetRadar Chart - Soccerplots
[🐍] I have created a Python package named soccerplot that can plot Statsbomb style radar charts. You can use it just by downloading the package using: pip install soccerplots.
View TweetShort Corner End Points
Here we can see how Barca using short corner end up in scoring positions, most of the time losing possession but still creating a scoring chance. The right corner touch map uncovers the fact of how Barca efficiently uses short corners.
View TweetRadar Charts
[🕸️] Finally completed the radar charts, here added the information table as well, now these are looking quite nice in my opinion. Data: Statsbomb|via fbref
View TweetLionel Messi - Non-Penalty Goals
Here is a visualization showing Lionel Messi's all non-penalty goals for FC Barcelona in La Liga since his debut till last season. Credits: statsbomb open-data
View TweetStatsbomb Shot Maps
Inspired by @StatsBomb's shot map, coded out some of the shot maps in Python.
View TweetFC Barcelona - Pressure Heat Maps
Using @StatsBomb open-data, created a Python script for plotting Pressure Heat Maps.
View TweetLionel Messi - Shot End Points
Inspired by one of the plots by @jernejfl, created a visualization of all the shots Lionel Messi took over the course of the 21 consecutive LaLiga matches for the season 2012-13 where he went on to score 33 goals.
View TweetWebsite template and code inspired by yashsehgal