RUNNING DATA ANALYSIS WITH STRAVA API - (still working on it)
Project Architecture Flow
AUTHENTICATE WITH STRAVA API
↓
FETCH ACTIVITY DATA
↓
DATA CLEANING & CSV EXPORT
↓
CREATE SPORT-SPECIFIC DATAFRAMES
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HISTORICAL RUNNING ANALYTICS
HALF MARATHON TRAINING ANALYSIS
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ML PERFORMANCE PREDICTION
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TRAINING EFFECTIVENESS ASSESSMENT
Historical Running Data
Personal Records
5K Best Time
18:36
10K Best Time
40:35
15K Best Time
1:10:23
Half Marathon Best
1:46:05
Longest Run
39.55 km (3:33:34)
Current Goal
Half Marathon Training
Target Time
1:28:00
Target Pace
4:10 min/km
Improvement Needed
-18:05
Half Marathon Training Analysis
ML Performance Prediction
Training Effectiveness Assessment