X / Twitter Analytics
content/x_analytics/ and rebuild — this dashboard reads every CSV in that folder and dedupes by Post id.Period totals
Replies vs originals — the headline cut
Replies pull × more impressions per post and × more follows per post than originals. The reply-first growth model is validated empirically — confirms the standing rule: replies over originals until follower threshold.
Daily impressions + follows
Bars = daily impressions. Green numbers above each bar = new follows on that day. The 5/1 spike (37 posts, 30K imp, +9 follows) is the breakout day; the 4/21 spike (37 posts, 9K imp, +1 follow) shows reach without conversion. Volume is not the same as resonance.
Top reply targets
Sorted by follows, then impressions. Tier 1 = ≥3 follows, keep replying. Reach but no convert = ≥5K impressions, 0 follows — the trap pattern. Common: ZeroHedge, unusual_whales — high-reach mass-audience accounts whose readers don't bite the macro framework.
Day-of-week + hour-of-day pattern
DOW: bar height = imp/post (productivity), green numbers = follows on that day. Hour: dot size = post count at that hour, color = green when at least one follow happened in that slot. Sparse data — read directionally, not as gospel.
All posts — sortable, filterable
First 80 results shown. Filter / sort to drill in. R = reply, O = original. Click any post text to open the original tweet.
What the data says — read tonight
What's working
- Reply-first model —
× imp/post and × follows/post over originals. Stay on it. - HFI_Research + SantiagoAuFund — together generated
of the period's follows. - DrJStrategy — single highest follow-rate target (
on a single reply). Worth deepening. - 5/1 cluster — 37 posts → 9 follows. The day's reply targets and times are the recipe to study.
What's not
- Originals — 67 posts,
follows. The audience isn't there yet for broadcast. - ZeroHedge / unusual_whales — high-reach mass accounts,
+ follows on replies. Audience reads news, not framework. - URL clicks — only
across posts. Either we're not linking enough, or links don't convert in the reply context. - Bookmark / profile-visit ratios —
/ of impressions. Healthy floor but no hits driving readers to bio yet.
Data window: → · posts · sourced from CSV file in
content/x_analytics/. Drop fresh exports there and rebuild to extend the window.