Evidaxis
Dated record

label-studio

repo · HumanSignal/label-studio · paper: not linked · as of

Niche: not yet assigned.

32.5 commits per week averaged over the trailing window. No paper is linked in OpenAlex. Dependents: no reading in the scored panel. 2 of 4 weekly observations; full commit series captured. 28,397 GitHub stars, recorded, not scored. Measured 2026-10-03 for label-studio; sources linked below.

commits/wk 32.5 averaged, trailing window last commit week 2026-10-04 measured · GitHub ·
citations no paper linked all years, indexed to date no reading · OpenAlex ·
direct dependents not in the scored panel partition 2026-10-03 no reading · deps.dev snapshot ·
stars 28,397 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is label-studio still maintained?

32.5 commits per week averaged over the trailing window.

GitHub averaged 32.5 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-10-04.

Commits in the latest captured week vs 4 weeks earlier: -2 · vs 26 weeks earlier: -10 · 52-week range: 16 to 48 commits in an individual week.

line chart: label-studio, weekly commits, 26 in latest week, 2025-10-12 to 2026-10-04
label-studio averaged 32.5 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-08-1635
2026-08-2337
2026-08-3022
2026-09-0628
2026-09-1335
2026-09-2023
2026-09-2728
2026-10-0426
heatmap chart: label-studio, weeks with commits, 26 of 26, 2026-04-12 to 2026-10-04
26 of the last 26 captured weeks had commits for label-studio. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-10-1226
2025-10-1927
2025-10-2628
2025-11-0240
2025-11-0923
2025-11-1623
2025-11-2321
2025-11-3026
2025-12-0742
2025-12-1426
2025-12-2139
2025-12-2818
2026-01-0416
2026-01-1134
2026-01-1833
2026-01-2529
2026-02-0125
2026-02-0843
2026-02-1533
2026-02-2237
2026-03-0140
2026-03-0833
2026-03-1542
2026-03-2233
2026-03-2941
2026-04-0536
2026-04-1244
2026-04-1939
2026-04-2635
2026-05-0336
2026-05-1048
2026-05-1728
2026-05-2430
2026-05-3123
2026-06-0721
2026-06-1427
2026-06-2142
2026-06-2825
2026-07-0521
2026-07-1236
2026-07-1929
2026-07-2640
2026-08-0240
2026-08-0947
2026-08-1635
2026-08-2337
2026-08-3022
2026-09-0628
2026-09-1335
2026-09-2023
2026-09-2728
2026-10-0426

GitHub commit_activity · period 2025-10-12 to 2026-10-04 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 0641434ff686-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week32.5-1-2.927.4 to 38.7GitHub, trailing 12 weeks2026-10-03Public query33.3
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-10-03Public queryno reading
Direct dependentsno readingno readingno readingno readingDirect dependents2026-10-03Public queryno reading
Daily dependents (unscored)2no readingno reading2 to 2deps.dev REST, unscored2026-w40Public queryno reading
Stars28,397no readingno reading28,350 to 28,397GitHub stars, unscored2026-10-03Public query28,350

Evidaxis snapshot · period 2026-10-03 · n = 1 system · method source linked readings · updated · version 0641434ff686-b1

How to cite label-studio's record?

Evidaxis. label-studio measurement record. Snapshot 2026-10-03. urn:evidaxis:claim:e_EV0CGP843Y8:m3:2026-10-03. CC0-1.0. https://evidaxis.org/e/e_EV0CGP843Y8/

Evidaxis · period 2026-10-03 · n = 1 system · method claim URN · updated · version 0641434ff686-b1

Is anyone using label-studio?

Dependents: no reading in the scored panel.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partitionno readingno readingm3 package union

Daily dependents (unscored): 2. 28,397 GitHub stars, recorded, not scored.

sparkline chart: label-studio, daily dependents, 2, 2026-w39 to 2026-w40
label-studio recorded 2 daily dependents. deps.dev REST (unscored) · .
Captured daily series
Unscored daily dependents, as captured
PeriodDependents
2026-w392
2026-w402

deps.dev · period 2026-10-03 · n = 0 partitions · method m3 package union · updated · version 0641434ff686-b1 · CSV

What changed since the last snapshot?

2 published readings changed between snapshots 9d2fe956adbc and 0641434ff686.

slope chart: label-studio, changed published values, 2, 2026-09-26 to 2026-10-03
2 published values changed for label-studio since 2026-09-26. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week33.332.5-0.8
Citing worksno readingno readingno reading
Direct dependentsno readingno readingno reading
Stars28,35028,39747

Evidaxis snapshots · period 2026-09-26 to 2026-10-03 · n = 2 partitions · method paired snapshot values · updated · version 0641434ff686-b1 · History CSV

Take the data or follow changes

Values and captured history are available under CC0-1.0. The system feed records changes to published numbers.

Values CSVHistory CSVJSON recordAtom feedJSON FeedAdd Evidaxis as a preferred source on GoogleReport an error

Evidaxis · period 2026-10-03 · n = 1 system · method CC0-1.0 open export · updated · version 0641434ff686-b1

For teams tracking many systems

Use the cohort CSV, snapshot archive and membership manifest to reproduce observations across systems.

Cohort CSV · Snapshot archive · Membership manifest

Paper and links

Source records identify the system, repository and linked works; no paper authors are published.

What is not measured for label-studio, and why

Missing readings describe instrument coverage. A missing value is not a measured zero.

Unmeasured slots
ReadingReason
Citing worksnot linked
Direct dependentsoutside panel

Dependents: no reading in the scored panel.

Gate ETA: never published; Evidaxis makes no public actionable prediction.

Dependents ecosystem composition: no reading; this field is not present in the snapshot.

Evidaxis · period 2026-10-03 · n = 1 system · method measurement coverage · updated · version 0641434ff686-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 2 of 4 weekly observations. Axis coverage: 1 of 3 axes measurable. Gate: not computable - history 2 of 4 weekly observations

2 of 4 weekly observations; full commit series captured.

label-studio

repo
Unassigned (AI-v1 census) · n = 5773 · HumanSignal/label-studio
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable - history 2 of 4 weekly observations Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: not computable - history 2 of 4 weekly observations

· Evidaxis snapshot · 2026-10-03
Gate: not computable - history 2 of 4 weekly observations
position in cohort distribution one of 5773 in cohort
percentile 26 within cohort p25 p50 p75 p0 p100
percentile
p26
· Evidaxis snapshot · 2026-10-03
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-0.72 within cohort, log-slope -0.008/wk.0-0.72
velocity z
-0.72 σ
slope
-0.008/wk
· Evidaxis snapshot · 2026-10-03
log-slope -0.008/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: outside the frozen panel; not measured.
cohort
5773
systems measured
weekly commits
32.5
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
41.0
percentile p26
commit heatmap, last 26 weeks32.5/wk
weekly commits, 26 weeks26 weeks of commits, peak 48 in a week, 26 active weeks, 845 total.week 1: 44 commitsweek 2: 39 commitsweek 3: 35 commitsweek 4: 36 commitsweek 5: 48 commitsweek 6: 28 commitsweek 7: 30 commitsweek 8: 23 commitsweek 9: 21 commitsweek 10: 27 commitsweek 11: 42 commitsweek 12: 25 commitsweek 13: 21 commitsweek 14: 36 commitsweek 15: 29 commitsweek 16: 40 commitsweek 17: 40 commitsweek 18: 47 commitsweek 19: 35 commitsweek 20: 37 commitsweek 21: 22 commitsweek 22: 28 commitsweek 23: 35 commitsweek 24: 23 commitsweek 25: 28 commitsweek 26: 26 commits
weeks
26
peak/wk
48
active
26
total
845
· Evidaxis snapshot · 2026-10-03
citations by yearCitation source: not measured.
Daily dependents count (unscored) 2 dependents 2 direct · pypi/label-studio · deps.dev · the scored m3 axis uses weekly partitions
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -8.70, regime recent slope sign differs from prior window. prior slope +0.004, recent slope -0.033 per week. +0.004prior 39w-0.033recent 13w-8.70×
swing
-8.70×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit-axis Sharpe log-linear slope over residual std, value +0.008 with 95% CI -0.015 to +0.031, 50 degrees of freedom. CI spans zero.0+0.00895% CI -0.015, +0.031-0.015+0.031
sharpe
+0.008
95% ci
-0.015, +0.031
dof
50
snapshot 1 of 1 · · m3
commit changepoint52 weekly commit points. Changepoint at week 5 (2025-11-08), slope change -4.245 commits per week.2025-11-08
date
week
5 of 52
Δslope
-4.245/wk
snapshot 1 of 1 · · m3
code-leads-citation lag reserved

reserved: citation series too short / axis absent for cross-correlation

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
axis alpha vs cohort reserved

reserved: cohort N too small for regression (power ~0)

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
methodology gate snapshot 1 of 1 · · m3
commit weeks
52
citation years
0
shipped
3
reserved
3

shipped

  • recency-swing
  • commit-sharpe
  • commit-changepoint

reserved

  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 2 of 2 · · m3

Direct-dependents momentum (deps.dev)

Direct-dependents axis: outside the frozen panel; not measured.

Coverage state
out_of_panel
Cohort z
no axis
OLS slope
no reading
Theil-Sen slope
no reading
Latest direct dependents
no reading
Confirmed-clean points
no reading
Reconstructed history points
no reading
As-of partition
no reading
Fragility veto
no reading
Rising vote
no

Source: deps.dev (Google), CC-BY 4.0. Modified: aggregated to system-level counts and momentum scores.

Axis definition · Snapshot axis correlations

Evidaxis · period 2026-10-03 · n = 1 system · method measurement detail · updated · version 0641434ff686-b1 · record JSON · snapshot receipt