Evidaxis
Dated record

DataFlex

repo · OpenDCAI/DataFlex · paper: not linked · as of

Niche: not yet assigned.

1.7 commits per week averaged over the trailing window. No paper is linked in OpenAlex. Dependents: no admitted own package. 3 of 4 weekly observations; full commit series captured. 3,044 GitHub stars, recorded, not scored. Measured 2026-10-10 for DataFlex; sources linked below.

commits/wk 1.7 averaged, trailing window last commit week 2026-09-27 measured · GitHub ·
citations no paper linked all years, indexed to date no reading · OpenAlex ·
direct dependents not in the scored panel partition 2026-10-10 no reading · deps.dev snapshot ·
stars 3,044 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is DataFlex still maintained?

1.7 commits per week averaged over the trailing window.

GitHub averaged 1.7 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-09-27; 2 consecutive zero weeks in the captured series.

Commits in the latest captured week vs 4 weeks earlier: 0 · vs 26 weeks earlier: -9 · 52-week range: 0 to 23 commits in an individual week.

line chart: DataFlex, weekly commits, 0 in latest week, 2025-10-19 to 2026-10-11
DataFlex averaged 1.7 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-08-234
2026-08-301
2026-09-064
2026-09-130
2026-09-201
2026-09-271
2026-10-040
2026-10-110
heatmap chart: DataFlex, weeks with commits, 11 of 26, 2026-04-19 to 2026-10-11
11 of the last 26 captured weeks had commits for DataFlex. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-10-195
2025-10-263
2025-11-027
2025-11-093
2025-11-161
2025-11-232
2025-11-301
2025-12-071
2025-12-143
2025-12-2123
2025-12-281
2026-01-040
2026-01-110
2026-01-180
2026-01-250
2026-02-011
2026-02-080
2026-02-150
2026-02-220
2026-03-010
2026-03-083
2026-03-157
2026-03-229
2026-03-2914
2026-04-0510
2026-04-129
2026-04-190
2026-04-260
2026-05-030
2026-05-101
2026-05-170
2026-05-241
2026-05-313
2026-06-070
2026-06-142
2026-06-210
2026-06-280
2026-07-050
2026-07-120
2026-07-190
2026-07-260
2026-08-020
2026-08-095
2026-08-164
2026-08-234
2026-08-301
2026-09-064
2026-09-130
2026-09-201
2026-09-271
2026-10-040
2026-10-110

GitHub commit_activity · period 2025-10-19 to 2026-10-11 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version ad5e404d4f82-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week1.70.2-2.70.5 to 4.5GitHub, trailing 12 weeks2026-10-10Public query1.7
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-10-10Public queryno reading
Direct dependentsno readingno readingno readingno readingDirect dependents2026-10-10Public queryno reading
Daily dependents (unscored)0no readingno reading0 to 0deps.dev REST, unscored2026-w41Public query0
Stars3,044no readingno reading2,848 to 3,044GitHub stars, unscored2026-10-10Public query2,916

Evidaxis snapshot · period 2026-10-10 · n = 1 system · method source linked readings · updated · version ad5e404d4f82-b1

How to cite DataFlex's record?

Evidaxis. DataFlex measurement record. Snapshot 2026-10-10. urn:evidaxis:claim:e_GPPXGF0GA0J:m4:2026-10-10. CC0-1.0. https://evidaxis.org/e/e_GPPXGF0GA0J/

Evidaxis · period 2026-10-10 · n = 1 system · method claim URN · updated · version ad5e404d4f82-b1

Is anyone using DataFlex?

Dependents: no admitted own package.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partitionno readingno readingm4 own packages

Daily dependents (unscored): 0. 3,044 GitHub stars, recorded, not scored.

sparkline chart: DataFlex, daily dependents, 0, 2026-w40 to 2026-w41
DataFlex recorded 0 daily dependents. deps.dev REST (unscored) · .
Captured daily series
Unscored daily dependents, as captured
PeriodDependents
2026-w400
2026-w410

deps.dev · period 2026-10-10 · n = 0 partitions · method m4 own packages · updated · version ad5e404d4f82-b1 · CSV

What changed since the last snapshot?

1 published readings changed between snapshots 0641434ff686 and ad5e404d4f82.

slope chart: DataFlex, changed published values, 1, 2026-10-03 to 2026-10-10
1 published values changed for DataFlex since 2026-10-03. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week1.71.70
Citing worksno readingno readingno reading
Direct dependentsno readingno readingno reading
Stars2,9163,044128

Evidaxis snapshots · period 2026-10-03 to 2026-10-10 · n = 3 partitions · method paired snapshot values · updated · version ad5e404d4f82-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 2026-10-10 · n = 1 system · method CC0-1.0 open export · updated · version ad5e404d4f82-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 DataFlex, 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 admitted own package.

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 2026-10-10 · n = 1 system · method measurement coverage · updated · version ad5e404d4f82-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

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

3 of 4 weekly observations; full commit series captured.

DataFlex

repo
Unassigned (AI-v1 census) · n = 6141 · OpenDCAI/DataFlex
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable - history 3 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 3 of 4 weekly observations

· Evidaxis snapshot · 2026-10-10
Gate: not computable - history 3 of 4 weekly observations
position in cohort distribution one of 6141 in cohort
percentile 82 within cohort p25 p50 p75 p0 p100
percentile
p82
· Evidaxis snapshot · 2026-10-10
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+1.33 within cohort, log-slope +0.019/wk.0+1.33
velocity z
+1.33 σ
slope
+0.019/wk
· Evidaxis snapshot · 2026-10-10
log-slope +0.019/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: no admitted own package; not measured.
cohort
6141
systems measured
weekly commits
1.7
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
66.6
percentile p82
commit heatmap, last 26 weeks1.7/wk
weekly commits, 26 weeks26 weeks of commits, peak 5 in a week, 11 active weeks, 27 total.week 1: 0 commitsweek 2: 0 commitsweek 3: 0 commitsweek 4: 1 commitsweek 5: 0 commitsweek 6: 1 commitsweek 7: 3 commitsweek 8: 0 commitsweek 9: 2 commitsweek 10: 0 commitsweek 11: 0 commitsweek 12: 0 commitsweek 13: 0 commitsweek 14: 0 commitsweek 15: 0 commitsweek 16: 0 commitsweek 17: 5 commitsweek 18: 4 commitsweek 19: 4 commitsweek 20: 1 commitsweek 21: 4 commitsweek 22: 0 commitsweek 23: 1 commitsweek 24: 1 commitsweek 25: 0 commitsweek 26: 0 commits
weeks
26
peak/wk
5
active
11
total
27
· Evidaxis snapshot · 2026-10-10
citations by yearCitation source: not measured.
Daily dependents count (unscored) 0 dependents 0 direct · pypi/dataflex · deps.dev · the scored m4 axis uses weekly partitions
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +0.87, regime steady. prior slope -0.024, recent slope -0.021 per week. -0.024prior 39w-0.021recent 13w+0.87×
swing
+0.87×
regime
steady
windows
13w vs 39w
snapshot 1 of 1 · · m4
commit-axis Sharpe log-linear slope over residual std, value -0.016 with 95% CI -0.048 to +0.016, 50 degrees of freedom. CI spans zero.0-0.01695% CI -0.048, +0.016-0.048+0.016
sharpe
-0.016
95% ci
-0.048, +0.016
dof
50
snapshot 1 of 1 · · m4
commit changepoint52 weekly commit points. No significant changepoint detected (|delta slope| within the noise floor).no significant changepoint
changepoint
none detected
snapshot 1 of 1 · · m4
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
methodology gate snapshot 1 of 1 · · m4
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 3 of 3 · · m4

Direct-dependents momentum (deps.dev)

Direct-dependents axis: no admitted own package; 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 2026-10-10 · n = 1 system · method measurement detail · updated · version ad5e404d4f82-b1 · record JSON · snapshot receipt