Reading Time: 10 minutes This is an update to last year’s web scraping tutorial. I focus on getting data from my beloved fbref.com for Manchester City, the English Premier League 2021-22 champions. This guide uses R programming.
Tag: analytics
The Loss Angeles Lakers: A Modern Tragedy – An In Depth Analysis Using Python
Reading Time: 2 minutes I created this in hopes of actively practicing my Python and visualization skills towards a topic that I am passionate about.
I am a die hard Lakers fan and feel that this year has been a rollercoaster that never ends (keep in mind that I hate rollercoasters, yet here I am) I love the Lakers but hate that there were so many gambles and situations that did not pan out the way they were supposed to. . . . .
No one could have predicted this considering the Lakers had won the championship just about 2 years ago.
2022 EuroLeague Final Four: Barcelona vs Real Madrid Analytics Preview
Reading Time: 5 minutes 2022 EuroLeague Final Four: The Spanish champions Barcelona against ten-time champions Real Madrid. Here is an analytics view of the Spanish El Clásico for EuroLeague glory.
2022 EuroLeague Final Four: Olympiacos vs Anadolu Efes Analytics Preview
Reading Time: 5 minutes 2022 EuroLeague Final Four: The reigning champions Anadolu Efes against three-time champions Olympiacos. Here is an analytics view of the battle for EuroLeague glory.
Basketball Analytics: EuroLeague 2021-22 Rounds 1-33 Ratings, Four Factors, Shot Preference
Reading Time: 6 minutes The EuroLeague playoff picture is still being defined. We know all 8 teams who will battle it out. What remains to be seen are the matchups.
I’m not the one to ask for predictions.
But I am the one to ask to present an advanced stats view.
Here’s a different reading of the EuroLeague 2021-22 season, with just one round left before the playoffs.
Is Karl-Anthony Towns Really the NBA’s Greatest Big Man Shooter of All Time?
Reading Time: 3 minutes Short Answer: No. At least not yet.
Basketball Analytics: EuroLeague 2021-22 Rounds 1-14 Ratings, Four Factors, Shot Preference
Reading Time: 5 minutes The first 14 rounds of this year’s EuroLeague have been quite exciting. What I do here is present the basic advanced statistics. A graphical representation of stats helps paint a better picture.
Melo being Super Melo
Reading Time: < 1 minute
Basketball Analytics: EuroLeague 2021-22 Rounds 1-7 Pace, Ratings, Four Factors
Reading Time: 6 minutes The first seven rounds of this year’s EuroLeague have been quite exciting. What I wanted to do here is present the basic advanced statistics. A graphical representation of stats helps paint a better picture.
EuroLeague Shot Charts: CSKA Moscow Leading Shooters, 2007-2021
Reading Time: 3 minutes Three shot charts show the best CSKA Moscow scorers since 2007. Have a look at the most field goals made in total, the most field goals made in a single season, and the most efficient scorers. Miloš Teodosić, Vitaly Fridzon, Nando de Colo, and more.
EuroLeague Shot Chart: Anadolu Efes Leading Shooters, 2007-2021
Reading Time: 4 minutes Three shot charts show the best Anadolu Efes scorers since 2007. I visualize the most field goals made in total, the most field goals made in a single season, and the most efficient scorers.
EuroLeague Shot Charts: Olympiacos Leading Shooters, 2007-2021
Reading Time: 3 minutes Three shot charts below show the best Olympiacos scorers in 2007-2021. I visualize the most field goals made in total since 2007, the most field goals made in a single season, and the most efficient shooters by zone.
EuroLeague Shot Charts: Panathinaikos Leading Shooters, 2007-2021
Reading Time: 3 minutes As a big Panathinaikos fan, this is the first of the EuroLeague leading scorers by zone series. Three shot charts show the best scorers in Panathinaikos recent history. Shot location data in the EuroLeague is only freely available since 2007. I visualize the most field goals made in total since 2007, the most field goals made in a single season, and the most efficient shooters.
NBA Shot Chart: Utah Jazz Leading Shooters, 1996-2021
Reading Time: 3 minutes Four shot charts with the best scorers by zone in Utah Jazz history. Karl Malone, Donovan Mitchell, Joe Ingles, and more.
NBA Shot Chart: Chicago Bulls Leading Shooters, 1996-2021
Reading Time: 3 minutes Time for the Chicago Bulls part of the most successful scorers by zone. Three shot charts with the most field goals made in total, most field goals made in a single season, and the most efficient scorers are visualized below to tell us some Chicago Bulls history.