DataCleanist
Quiet signal80% of ML is data cleaning. We do that part.
Launched 1mo ago
Signal
20
Velocity
0
What this means
+125%Launching in a 125% WoW growing category.
Data Visualization had 9 launches this week vs 4 last.
10Founder Conviction Index: 10 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
9%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Vote pace holding steady.
About
DataCleanist checks your dataset with real code before any AI touches it. Upload a CSV or Excel file and get an interactive, column-by-column report: missing values, outliers, duplicates, correlations, distributions, VIF, feature importance, statistical tests, categorical analysis, MCAR/MAR and target leakage. Then ask questions in plain English and let it clean the file. The AI answers from that report, so it cannot invent a number. Your data is never used to train models.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured
Signal sources
1 of 6 active- Launch tracking3 readings since we picked it up
- AI analysisnot yet enriched
- Comment intelligencethread not yet analysed
- Outside discussionnot checked — domain is a storefront or shared
- Revenue signalsno match on this domain
- Editorial scoringbelow the signal threshold for this pass
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.