Evidaxis
Dated record

litData

repo · Lightning-AI/litData · paper: not linked · as of

Niche: not yet assigned.

5.9 commits per week averaged over the trailing window. No paper is linked in OpenAlex. Dependents: no reading in the scored panel. 1 of 4 weekly observations; full commit series captured. 615 GitHub stars, recorded, not scored. Measured 2026-09-26 for litData; sources linked below.

commits/wk 5.9 averaged, trailing window last commit week 2026-09-20 measured · GitHub ·
citations no paper linked all years, indexed to date no reading · OpenAlex ·
direct dependents not in the scored panel partition 2026-09-26 no reading · deps.dev snapshot ·
stars 615 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is litData still maintained?

5.9 commits per week averaged over the trailing window.

GitHub averaged 5.9 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-09-20.

Commits in the latest captured week vs 4 weeks earlier: 2 · vs 26 weeks earlier: 3 · 52-week range: 0 to 17 commits in an individual week.

line chart: litData, weekly commits, 4 in latest week, 2025-09-28 to 2026-09-20
litData averaged 5.9 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-08-020
2026-08-0915
2026-08-162
2026-08-232
2026-08-3017
2026-09-068
2026-09-131
2026-09-204
heatmap chart: litData, weeks with commits, 17 of 26, 2026-03-29 to 2026-09-20
17 of the last 26 captured weeks had commits for litData. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-09-282
2025-10-0510
2025-10-127
2025-10-192
2025-10-260
2025-11-027
2025-11-092
2025-11-160
2025-11-230
2025-11-300
2025-12-074
2025-12-140
2025-12-210
2025-12-280
2026-01-0410
2026-01-112
2026-01-180
2026-01-252
2026-02-011
2026-02-080
2026-02-153
2026-02-220
2026-03-011
2026-03-080
2026-03-152
2026-03-221
2026-03-291
2026-04-050
2026-04-124
2026-04-190
2026-04-262
2026-05-030
2026-05-100
2026-05-172
2026-05-247
2026-05-311
2026-06-070
2026-06-140
2026-06-210
2026-06-281
2026-07-050
2026-07-122
2026-07-1912
2026-07-268
2026-08-020
2026-08-0915
2026-08-162
2026-08-232
2026-08-3017
2026-09-068
2026-09-131
2026-09-204

GitHub commit_activity · period 2025-09-28 to 2026-09-20 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 9d2fe956adbc-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week5.92.44.10.9 to 5.9GitHub, trailing 12 weeks2026-09-26Public queryno reading
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-09-26Public queryno reading
Direct dependentsno readingno readingno readingno readingDirect dependents2026-09-26Public queryno reading
Daily dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscored2026-09-26Public queryno reading
Stars615no readingno reading615 to 615GitHub stars, unscored2026-09-26Public queryno reading

Evidaxis snapshot · period 2026-09-26 · n = 1 system · method source linked readings · updated · version 9d2fe956adbc-b1

How to cite litData's record?

Evidaxis. litData measurement record. Snapshot 2026-09-26. urn:evidaxis:claim:e_YPYK1K3N9WP:m3:2026-09-26. CC0-1.0. https://evidaxis.org/e/e_YPYK1K3N9WP/

Evidaxis · period 2026-09-26 · n = 1 system · method claim URN · updated · version 9d2fe956adbc-b1

What changed since the last snapshot?

No previous snapshot reading is available for this system.

slope chart: litData, measured values, 2, 2026-09-26
First observation 2026-09-26 for litData; 2 measured values. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per weekno reading5.9no reading
Citing worksno readingno readingno reading
Direct dependentsno readingno readingno reading
Starsno reading615no reading

Evidaxis snapshots · period 2026-09-26 to 2026-09-26 · n = 1 partition · method paired snapshot values · updated · version 9d2fe956adbc-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 2026-09-26 · n = 1 system · method CC0-1.0 open export · updated · version 9d2fe956adbc-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 litData, and why

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

Unmeasured slots
ReadingReason
Citing worksnot linked
Direct dependentsoutside panel
Daily dependents (unscored)no reading captured

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 2026-09-26 · n = 1 system · method measurement coverage · updated · version 9d2fe956adbc-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

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

1 of 4 weekly observations; full commit series captured.

litData

repo
Unassigned (AI-v1 census) · n = 5778 · Lightning-AI/litData
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable - history 1 of 4 weekly observations Development velocity: rising vote Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
1 of 3 axes

Gate: not computable - history 1 of 4 weekly observations

· Evidaxis snapshot · 2026-09-26
Gate: not computable - history 1 of 4 weekly observations
position in cohort distribution one of 5778 in cohort
percentile 99 within cohort p25 p50 p75 p0 p100
percentile
p99
· Evidaxis snapshot · 2026-09-26
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+3.05 within cohort, log-slope +0.057/wk.0+3.05
velocity z
+3.05 σ
slope
+0.057/wk
· Evidaxis snapshot · 2026-09-26
log-slope +0.057/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: outside the frozen panel; not measured.
cohort
5778
systems measured
weekly commits
5.9
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
88.1
percentile p99
commit heatmap, last 26 weeks5.9/wk
weekly commits, 26 weeks26 weeks of commits, peak 17 in a week, 17 active weeks, 89 total.week 1: 1 commitsweek 2: 0 commitsweek 3: 4 commitsweek 4: 0 commitsweek 5: 2 commitsweek 6: 0 commitsweek 7: 0 commitsweek 8: 2 commitsweek 9: 7 commitsweek 10: 1 commitsweek 11: 0 commitsweek 12: 0 commitsweek 13: 0 commitsweek 14: 1 commitsweek 15: 0 commitsweek 16: 2 commitsweek 17: 12 commitsweek 18: 8 commitsweek 19: 0 commitsweek 20: 15 commitsweek 21: 2 commitsweek 22: 2 commitsweek 23: 17 commitsweek 24: 8 commitsweek 25: 1 commitsweek 26: 4 commits
weeks
26
peak/wk
17
active
17
total
89
· Evidaxis snapshot · 2026-09-26
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -3.91, regime recent slope sign differs from prior window. prior slope -0.019, recent slope +0.073 per week. -0.019prior 39w+0.073recent 13w-3.91×
swing
-3.91×
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 +0.010 with 95% CI -0.010 to +0.030, 50 degrees of freedom. CI spans zero.0+0.01095% CI -0.010, +0.030-0.010+0.030
sharpe
+0.010
95% ci
-0.010, +0.030
dof
50
snapshot 1 of 1 · · m3
commit changepoint52 weekly commit points. Changepoint at week 49 (2026-09-05), slope change -4.617 commits per week.2026-09-05
date
week
49 of 52
Δslope
-4.617/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 1 of 1 · · 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 2026-09-26 · n = 1 system · method measurement detail · updated · version 9d2fe956adbc-b1 · record JSON · snapshot receipt