Investor Due Diligence Report
Data Career strategies and productivity tips to help data scientists land a $150K+ job and get promoted without burning out. I’ve spent $10K+ on data science career and productivity coaching, so you don’t have to.
4K
N/A
14.0
0.35%
(comments + likes) / subscribers
Weekly
1.7 posts/week
63/100
Consistent (~4.2d avg)
| Newsletter | Subscribers | Weekly Growth | Price | Platform |
|---|---|---|---|---|
| Range Widely | 52K | N/A | $5/mo | substack |
| CRAFT TALK | 51K | N/A | $10/mo | substack |
| Narratively Academy | 27K | N/A | $15/mo | substack |
| Minding the Gap | 24K | N/A | Free | substack |
Platform Dependency
Hosted on substack subdomain
Publishing Consistency
Variable publishing frequency
Key Person
Single-author publication — key-person dependency
Audience Concentration
Consistent engagement across posts
Subscriber threshold
4K subscribers — above the 1K category median for first paid tier
Has paid tier
No paid subscription tier yet
Peer monetization
100% of 102 similar-size peers in Education have paid tiers
Disclaimer: This report is generated automatically based on publicly available data and proprietary estimation models. Estimated subscriber counts are derived from engagement patterns and should be verified through direct disclosure. Revenue estimates are based on known pricing and estimated paid subscriber counts. This report is for informational purposes only and should not be the sole basis for investment decisions.
Score based on available components only.
| Component | Score | Weight |
|---|---|---|
| Engagement Rate | 50/100 | 30% |
| Publishing Consistency | 48/100 | 10% |
| The West Point History Professor |
| 22K |
| N/A |
| $8.5/mo |
| substack |
Revenue Model
Pre-monetization — no paid subscription tier