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- Social Capital
- Hyperscaler capex reinvestment
Hyperscaler capex reinvestment
Social Capital's small multiples drew 115K views on X: 28x its typical post and #24 of 41 Social Capital charts we track by views. Read Oct 10, 2026.
Capex has exploded over the last ~2 years.
Why it spread
This post from @socialcapital on 2026-09-24 reached 115,048 views and 107 likes, which is 15.3x the account's typical likes of 7, and it spread mainly because of many quotes and an unusual chart type.
What worked
- The small-multiples chart made a dense capex story readable at a glance while showing that hyperscalers reinvest over four-fifths of operating cash flow.
- The post text reframed a common misreading, arguing it is incorrect to assume free cash flow has collapsed when operating cash flow has not, which gave people a reason to quote and debate it.
- The chart was branded and carried a source line, which lent it enough credibility to travel beyond the account's usual audience, with 18 reposts and 54 saves.
What to borrow
We could use the same small-multiples form and reframing move with our own data, pairing a multi-panel chart with a short caption that corrects a common misreading of our numbers.
Careful
Do not over-read the reach: the source reach was only in the bottom quarter, the quote rate was in the top quarter, and the account's typical likes are just 7, so much of the spread came from a small but highly engaged audience rather than broad appeal.
Written by our analysis model from the measured numbers above, not by Social Capital.
Make it yours
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Its own maker appears here once its numbers are read. Until then, these are other real charts in a similar format: each data page starts from that chart's numbers and takes yours.
API · Max
Use this chart via API
On the Max plan you can pull this chart's numbers with the provenance of each one, as JSON or CSV, with its redraw spec, or call it from an agent over MCP. Chart id 9659cf85f800.
Approximate values. Our two readings of this chart agreed only in part (confidence 0.30 of 1), so check the original before you quote a number. The API marks it lowConfidence, and ?min_confidence=0.5 leaves it out.
| Path | Returns | Plan | |
|---|---|---|---|
| GET | /api/v1/charts/9659cf85f800 | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/9659cf85f800/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/9659cf85f800/render?view=1 | The draw-only view this page uses | Open |
| POST | /mcp | Tool get_chart_data with this id, for Claude, Cursor and other agents | Max |
curl -s https://viral-chart.com/api/v1/charts/9659cf85f800/data \
-H "Authorization: Bearer $VIRALCHART_KEY"claude mcp add --transport http viralchart https://viral-chart.com/mcp \
--header "Authorization: Bearer $VIRALCHART_KEY"60 requests a minute per key; over that you get 429 with Retry-After. Up to 5 keys per account, made on your account page and shown once. Without Max, the data route answers 402 with a link to the plans. The numbers describe a chart its publisher owns, and every file carries a license note.
More from Social Capital
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Other giants using a small multiples
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Questions people ask
How far did Social Capital's "Hyperscaler capex reinvestment" chart travel?
115,048 views, 107 likes, 18 reposts and 54 saves on X, read Oct 10, 2026. A normal post from @socialcapital gets about 4.1K views.
What kind of chart is it?
A small multiples. Hyperscalers reinvest over four-fifths of operating cash flow.
Can I use Social Capital's chart?
Use the format, not the picture. The chart, logo and design belong to Social Capital. ViralChart redraws the chart type with your numbers and words, and credits the original publisher.