{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "plotly/plotly.py",
    "datasetVersion": "2026-09-18-v3.0",
    "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
    "scanDate": "2026-09-16",
    "window": {
      "since": "2026-02-01",
      "untilExclusive": "2026-09-16",
      "label": "February–September 15, 2026"
    },
    "repository": {
      "sourceRepo": "plotly/plotly.py",
      "canonicalRepo": "plotly/plotly.py",
      "canonicalGitHubUrl": "https://github.com/plotly/plotly.py",
      "defaultBranch": "main",
      "headShaAtResolution": "05579b0ac5a4ac2d41f844bbc08686a7a85072fb",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 4.8,
    "humanSharePctCeiling": 95.2,
    "totals": {
      "commitsInHistory": 545,
      "mergeCommitsExcluded": 169,
      "ciBotCommitsExcluded": 2,
      "commitsConsidered": 374,
      "agentAttributedCommits": 18,
      "humanAttributedCommits": 356
    },
    "concentration": {
      "distinctAgentAuthors": 4,
      "topAuthorShareOfAgentCommits": 55.6,
      "adoptionPattern": "team"
    },
    "mode": {
      "assistedCommits": 18,
      "autonomousCommits": 0,
      "assistedPct": 4.8,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 17,
        "sharePct": 4.5,
        "samples": [
          {
            "hash": "1027e03ff6ed54aa49945a0516f1574995197418",
            "subject": "Reject hex colors that are not 3 or 6 digits",
            "date": "2026-09-14T10:21:31+02:00"
          },
          {
            "hash": "c969e3192da20d269c936b0842ca0a2c76c80c9a",
            "subject": "Run ruff format .",
            "date": "2026-08-23T18:40:58+02:00"
          },
          {
            "hash": "2cd2a1ca438f11381a2e45bbc1e093a6079ee54a",
            "subject": "Narrow marginal_x/marginal_y=\"heatmap\" to density_heatmap only",
            "date": "2026-08-23T18:27:31+02:00"
          },
          {
            "hash": "4394c320121a11761a2027cab96b8d1a09a18417",
            "subject": "Run ruff format .",
            "date": "2026-08-23T18:11:10+02:00"
          },
          {
            "hash": "789b082ad3f8db1b00296eae65a23c8e1b644ce6",
            "subject": "Support text_auto on marginal_x/marginal_y=\"heatmap\" and document the feature",
            "date": "2026-08-18T12:50:15+02:00"
          }
        ]
      },
      {
        "id": "copilot",
        "label": "GitHub Copilot",
        "vendor": "GitHub",
        "commits": 1,
        "sharePct": 0.3,
        "samples": [
          {
            "hash": "bf4eae6fabce32dc75b1c3c8520d201c6b5f8be4",
            "subject": "use uv lock check and uv sync",
            "date": "2026-07-28T13:33:17-04:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 26,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-03",
        "total": 68,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-04",
        "total": 43,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-05",
        "total": 28,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-06",
        "total": 28,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-07",
        "total": 69,
        "agent": 1,
        "agentPct": 1.4
      },
      {
        "month": "2026-08",
        "total": 59,
        "agent": 16,
        "agentPct": 27.1
      },
      {
        "month": "2026-09",
        "total": 53,
        "agent": 1,
        "agentPct": 1.9
      }
    ],
    "lowActivity": false
  }
}
