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Forecast 8dd09d6e · published 2026-08-19

Around 1 job postings mentioning python are expected the week of Aug 3–9, 2026 (likely range: 0–1, 80% coverage) — up from 0 the week of Jul 6–12, 2026.

Confirmed

What was claimed

The forecast

Target period
Aug 3–9, 2026
Predicted mentions
1 job postings
Direction
↑ Rising
Method
Linear trend fit with confidence interval
Review by
2026-08-09
Expires
2026-08-16

Confidence at publication

Early signal

What happened

Outcome

Actual mentions
0 job postings
Off by
1 postings
Accuracy
47%
Direction
✗ Missed
Predicted range
✓ Actual fell inside it

Interval 0.0-1.1 covered the observed 0.0 (flat) in 2026-W32; point estimate was 0.5 (up).

Observed history

python — the series behind the fit

Jun 1–7, 2026: 0 mentionsJun 8–14, 2026: 0 mentionsJun 15–21, 2026: 1 mentionsJun 22–28, 2026: 0 mentionsJun 29–Jul 5, 2026: 1 mentionsJul 6–12, 2026: 0 mentions

How we know

Evidence

2

Confidence

Early signal

Source diversity

1 source

100% from one source — treat as narrow

Last updated

2026-08-19

Reality validation

Predicted
0.53
Actual
0
Accuracy
47%
Direction
missed

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
2026-08-09
Can it be edited?
No — forecasts are locked at publication and scored as-is

Track record for python

14 forecasts published, 14 scored, mean accuracy 34%.

Primary sources

2 sources
Coin Market Cap: Technical AI Product Managerjob listing
Proxify AB: Senior Fullstack Developer (Python)job listing