SHIOSStrategic Honesty Intelligence
All forecasts

Forecast 6e980b40 · published 2026-08-15

Around 111 job postings mentioning python are expected the week of Sep 7–13, 2026 (likely range: 0–243, 80% confidence) — up from 46 the week of Aug 10–16, 2026.

What was claimed

The forecast

Target period
Sep 7–13, 2026
Predicted mentions
111 job postings
Direction
↑ Rising
Method
Linear trend fit with confidence interval
Review by
2026-09-13
Expires
2026-09-20

Confidence at publication

9%

What happened

Outcome

Not yet scored. This forecast is still inside its review window, so nothing here is proven — it is a claim awaiting a verdict.

Observed history

python — the series behind the fit

Jul 6–12, 2026: 0 mentionsJul 13–19, 2026: 0 mentionsJul 20–26, 2026: 96 mentionsJul 27–Aug 2, 2026: 405 mentionsAug 3–9, 2026: 0 mentionsAug 10–16, 2026: 46 mentions

How we know

Evidence

40+

Confidence

9%

Source diversity

1 source

100% from one source — treat as narrow

Last updated

2026-08-15

Reality validation

Not yet scored against reality.

How this forecast was made

Approach
Linear trend fitted to recent weekly counts, with a range to account for uncertainty
How far ahead
4 weeks
Checked against reality by
2026-09-13
Can it be edited?
No — forecasts are locked at publication and scored as-is

Track record for python

7 forecasts published, 4 scored, mean accuracy 93%.

Primary sources

12 sources
externalmethod0-png/morrowind-aigithub.com
Amitcoh1/agentbreakergithub.com
quanfanpro-code/requirement-workflowgithub.com
Biellgrimm/itbaagithub.com
josepha-mayo/mayogithub.com