Repository · MIT
mtahiraslan/data-analyst-roadmap
Based on my own experience, I believe this roadmap provides clear answers to all the key questions about becoming a data analyst from scratch, including which technologies and programming languages to learn, what soft skills are essential, and how to start a professional career in this field.
★ 1.1k
Stars
205 forks · 2 open issues
+1.1/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
15.5
Momentum / 100
see the breakdown below
3y ago
Created
last push 13mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 6.3 | +1.1/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.4 | last week ran 1.03× the monthly pace |
| Freshness | 15 | 0.0 | last push 13mo ago; decays to zero at 180 days |
| Scale | 15 | 8.8 | 1.1k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 15.5 | sum of the above |
Detail
| Topics | blogsbusinessintelligencecoursesdatadataanalysisdataanalystexcelinterviewmtahiraslanpowerbiprogrammingpythonresourcesresumeroadmapsoftskillssqlstatisticstableaututorials |
| Matched on | Learning & Roadmaps (roadmap) |
| Short window | +8 stars over 7 days = 1.1/day |
| Long window | +29 stars over 26 days = 1.1/day |
| Lifetime average | 0.83 stars/day over 1,349 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |