How gemmaemasters-stack/hockey-analytics-project works
This is a small research-analysis project: a researcher uses a prepared Excel dataset and a Python script to examine home/away results, compare match statistics, run hypothesis tests, and produce plots. The sampled script shows these steps and writes three figures; the existing report is an artifact, but its creation process is not shown. The README documents the dataset and methods, while the source does not show additional data collection or report-generation code.
Main entry points: hockey_analysis.py Analysis Script · hockey_data.xlsx Match Dataset · figures Figures · Hockey_Analytics_Report.docx Analytics Report
Components 8
Research Data
- Match Dataset
hockey_data.xlsx
Analysis
- Analysis Script
hockey_analysis.py - Descriptive Statistics
hockey_analysis.py - Hypothesis Tests
hockey_analysis.py - Result Plots
hockey_analysis.py
Results
- Figures
figures - Analytics Report
Hockey_Analytics_Report.docx
Other components
- Researcher
Connections 7
- Researcher → Analysis Script: runs
- Analysis Script → Match Dataset: reads
- Analysis Script → Descriptive Statistics: computes
- Analysis Script → Hypothesis Tests: tests
- Analysis Script → Result Plots: plots
- Result Plots → Figures: writes
- Researcher → Analytics Report: reviews