⏰ Automated Pipeline Scheduler

APScheduler runs the pipeline automatically every day

🤖 Scheduled Jobs

Daily NHTSA Data Extraction

Job ID: daily_extraction

Next Run: 2026-05-25 02:00:00+00:00

Daily Data Processing

Job ID: daily_processing

Next Run: 2026-05-25 03:00:00+00:00

Daily Reliability Analysis

Job ID: daily_analysis

Next Run: 2026-05-25 04:00:00+00:00

📋 Pipeline Schedule

  • 2:00 AM - Daily NHTSA Data Extraction
  • 3:00 AM - Data Processing & Cleaning
  • 4:00 AM - Reliability Analysis

🔧 Manual Pipeline Trigger

Run scripts manually via terminal:

python scripts/extract_data.py
python scripts/process_data.py  
python scripts/analyze_data.py
python scripts/create_charts.py