Data Analytics🔨 Personal Project
YouTube Trends Analyzer & Content Calendar
Comprehensive tool for analyzing trending topics via Google Trends, tracking competitor YouTube channels, scoring videos for Shorts potential, and generating 7-day content calendars with automated recommendations.
Project Overview
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Objective
Provide data-driven insights for YouTube Shorts content strategy by monitoring trends, analyzing competitors, and automating content planning
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My Role
Data Analyst & Developer - designed scoring algorithms, API integrations, and automated reporting system
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Timeline
2 weeks
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Tech Stack
Python, Google Trends API, YouTube Data API
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Key Results
- ✓4 integrated modules: Trending topics monitor, competitor tracker, video analyzer (scoring 0-100), content calendar generator
- ✓Scoring criteria: Engagement (30%), Content quality (25%), Recency (15%), Duration (15%), Viral potential (15%)
- ✓Daily themes with optimal posting times (Mon: Motivasi 7AM, Tue: Tutorial 12PM, etc.)
- ✓Output formats: JSON reports, CSV exports, console dashboards with actionable recommendations
Impact
50+ videos analyzed per run
Value
7-day automated content calendar
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Visual Documentation
Screenshot 1
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Screenshot 3
🔗Project Links
GitHub RepositoryPrivate
Tools & Technologies
PythonGoogle Trends APIYouTube Data APIyt-dlpPandas