Every commit scored for change-risk against this repo's own history, so 'elevated' means elevated here rather than on some global curve.
Needs review
11 commits sit in this repo's top risk tercile, which is 37% of the 30scored. The cut is drawn against this codebase's own history rather than a global curve, so a quiet repo still fills its top band, and here it starts at 8.6 out of 10. What pushes a commit up is size and spread together: a large change confined to one area scores below a smaller one scattered across a dozen files.
Commit categories over time, read off the subject line. Fixes carry the accent because that is the series this chart exists to show.
Began other-led, now leaning docs.
Ranked by change-risk, highest first. Priority is a tercile of this repo's own distribution, so a quiet repo still fills its top band.
| # | Commit | Author | When | Lines | Risk | Top driver |
|---|---|---|---|---|---|---|
| 1 | c91a9936First commit before dvc | KhushiKeswani | 5mo ago | +13.9K -0 | 98%Elevated | more lines added than baseline |
| 2 | 9df9db13changed structure of repo | KhushiKeswani | 5mo ago | +14.4K -333 | 93%Elevated | more lines added than baseline |
| 3 | 0f9c0215first version of data saved | KhushiKeswani | 5mo ago | +13.9K -0 | 93%Elevated | more lines added than baseline |
| 4 | 9d4eee75Add files via upload | Khushi Keswani | 5mo ago | +1.4K -0 | 88%Elevated | more lines added than baseline |
| 5 | 414079c3added necessary files | KhushiKeswani | 5mo ago | +786 -0 | 85%Elevated | more lines added than baseline |
| 6 | 18cd647call components ready | KhushiKeswani | 5mo ago | +592 -0 | 80%Elevated | more lines added than baseline |
| 7 | 5bfbab78tried experimenting with diff approach | KhushiKeswani | 5mo ago | +301 -765 | 80%Elevated | more lines added than baseline |
| 8 | b78d8cf6added params file | KhushiKeswani | 5mo ago | +400 -40 | 75%Elevated | more lines added than baseline |
| 9 | b8a58a78update | KhushiKeswani | 5mo ago | +314 -2 | 72%Elevated | more lines added than baseline |
| 10 | 33d6cd41configured for dvc repro | KhushiKeswani | 5mo ago | +285 -10 | 67%Elevated | more lines added than baseline |
| 11 | a09004beInitial commit | Khushi Keswani | 5mo ago | +208 -0 | 67%Elevated | more lines added than baseline |
| 12 | 7073fcdasecond version of data saved | KhushiKeswani | 5mo ago | +259 -6 | 62%Typical | more lines added than baseline |
| 13 | e9d73e87reproducible pipeline implemented with dvc | KhushiKeswani | 5mo ago | +57 -30 | 58%Typical | more lines added than baseline |
| 14 | da0fa913changed data | KhushiKeswani | 5mo ago | +23 -4 | 55%Typical | more lines added than baseline |
| 15 | c946843ddvc initiated with data | KhushiKeswani | 5mo ago | +11 -0 | 52%Typical | more scattered than baseline |
| 16 | 18f2037aupdated gitignore file | KhushiKeswani | 5mo ago | +6 -6 | 48%Typical | fewer lines added than baseline |
| 17 | 531c5cbatrack remaining files | KhushiKeswani | 5mo ago | +5 -4 | 43%Typical | fewer lines added than baseline |
| 18 | a57925c8stop tracking dataaaa | KhushiKeswani | 5mo ago | +6 -13.9K | 43%Typical | fewer lines added than baseline |
| 19 | b97bca02Update README.md | Khushi Keswani | 5mo ago | +3 -1 | 37%Typical | fewer lines added than baseline |
| 20 | 2cd0158cAdd tracked data source | KhushiKeswani | 5mo ago | +3 -3 | 37%Typical | fewer lines added than baseline |
| 21 | 63523d12updated gitignore file | KhushiKeswani | 5mo ago | +2 -0 | 28%Below typical | fewer lines added than baseline |
| 22 | c42d47bayaml configured | KhushiKeswani | 5mo ago | +2 -2 | 28%Below typical | fewer lines added than baseline |
| 23 | 9804a29fback to first version of data | KhushiKeswani | 5mo ago | +2 -2 | 28%Below typical | fewer lines added than baseline |
| 24 | 0f54e29cstop tracking data\raw | KhushiKeswani | 5mo ago | +0 -234 | 13%Below typical | fewer lines added than baseline |
| 25 | c75db171stop tracking data\raw | KhushiKeswani | 5mo ago | +0 -241 | 13%Below typical | fewer lines added than baseline |
| 26 | a371749astop tracking data\raw | KhushiKeswani | 5mo ago | +0 -241 | 13%Below typical | fewer lines added than baseline |
| 27 | 32e41fa2ML pipeline structure with DVC and data ingestion | KhushiKeswani | 5mo ago | +0 -786 | 13%Below typical | fewer lines added than baseline |
| 28 | 0b91ce01dvc will track data | KhushiKeswani | 5mo ago | +0 -241 | 13%Below typical | fewer lines added than baseline |
| 29 | f7bc6c52stop tracking data\raw | KhushiKeswani | 5mo ago | +0 -13.9K | 13%Below typical | fewer lines added than baseline |
| 30 | 126644e6stop tracking model\model\lstm_model.h5 | KhushiKeswani | 5mo ago | +0 -0 | 2%Below typical | fewer lines added than baseline |
Two views of the same model: where the cuts fall, and what commit shape lands you above them.
Every scored commit, binned on the raw 0 to 10 score rather than the percentile. Percentile ranks are uniform by construction, so that axis has no shape to draw. The dashed lines are the tercile cuts behind each row's priority pill.
The 30 most recent commits, on their own recency sample rather than the feed above: that defaults to risk-sorted, so reusing it would plot only the top tercile and call it the spread. Big and scattered is what the model penalises. Click a dot to open it.
khushikeswani/aapl-stock-prediction-model has 30 commits in its history from 2 contributors, the first of them Mar 9, 2026. No file in the repository changed in the last 90 days. Every commit is scored for change risk from its size, spread and the history of the files it touches.
