Exploring soccer heatmaps from Tracab XML files with tfutils.py
tfutils.py is a Python library for reading and interacting with soccer data from Tracab XML files.
soccer analytics
python
tracab
heatmap
xml
A Tracab TF05 feed is an XML file that contains data about a soccer match. In particular, a TF05 feed provides various flavors of heatmaps…
Attacking corner kicks - A case study
A case study of attacking corner kicks by Spanish club SD Eibar.
set piece analysis
corner kicks
opponent report
pre-match report
soccer analytics
DartFish
I briefly present the structure of a typical analyst report about an opponent’s attacking corner kicks in soccer. Then, I walk…
Effectiveness and location of pressure actions in soccer
Exploring the relationship between winning record, high-press, and pressure effectiveness.
soccer analytics
high-press
In this activity I explore the relationship between team performance and team pressure behavior using data from the English Premiere League season 2020-2021. I focus on…
Confidence intervals for Gamma distribution parameters
Estimating the confidence intervals of the paramters of the Gamma distribution from data.
statistics
estimation
gamma
I use visualization and bootstrap to obtain empirical confidence intervals for the estimates of the \(k\) parameter of a Gamma distribution. I consider the…
Merging sensor data streams with Python generators and priority queues
How I used Python generators to process streaming data from maritime sensors.
sensors
streaming data
python
generators
A recurring task in multi-sensor data processing is merging – or interleaving – data from multiple sensors while maintaining chronological order. For example, you may be…
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