claude
54094a0d43
Independent third-party performance data — land-grant programs that test every entered brand side-by-side with replication + LSD stats. This is the legitimate way to get Pioneer / DEKALB / Brevant / Channel performance the corpus can't scrape directly (data_type=trial, results[] shape; falls through the trial chunker). - illinois_vt_trials (30 docs, 1,392 rows) — U of Illinois VT. Per-region XLSX (openpyxl), corn + soy + WHEAT, 2024+2025. Rich per-site agronomic metadata; corn-following-corn vs -soybean kept distinct. - iowa_icpt_trials (24 docs, 674 rows) — Iowa State ICPT. ASP.NET GridView (viewstate postback for year/district), corn + soy by district x season. - ohio_ocpt_trials (69 docs, 4,647 rows) — OSU/CFAES OCPT. Report PDF (pdfplumber; per-site column groups split by header Yield-token count + x-coord footnote bucketing), corn + soy per site, 2024+2025. 91 distinct seed brands across the three; majors confirmed present in the independent rankings: DEKALB 395, Golden Harvest 249, Channel 241, NK 212, Xitavo 135, LG 103, Pioneer 88, Asgrow 59. (A brand only appears where it ENTERED a given program — e.g. Brevant not in Iowa, DEKALB/Channel not in Illinois — true negatives, not parse gaps.) - rag/chunk.py: gated `include_region` on _render_gh_plot_chunk; the 3 university sources route through it so the region/district is in the embedded chunk + labeled "variety trial (cross-vendor, independent third-party)". Existing plot sources (gh/lg/agrigold/proharvest) unchanged. - requirements.txt: openpyxl (Illinois XLSX; scrape-time only). - sources.json + README/CLAUDE/lessons: registered + attributed; lessons trial-data + Pioneer entries updated (Pioneer/DEKALB performance now available indirectly via these trials). Validation: all 123 chunk via rag.chunk.chunks_from_trial (0 errors), 0 out-of-range yields, 0 dup keys. Public land-grant data; attribution recorded in each tos_note. CI rebuilds the index from the committed corpus.
315 lines
6.6 KiB
JSON
315 lines
6.6 KiB
JSON
{
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"source": "illinois_vt_trials",
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"source_key": "ilvt-corn-2025-r2",
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"data_type": "trial",
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"vendor": "University of Illinois",
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"brand_aggregator": "University of Illinois Variety Testing publishes",
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"brand": "University of Illinois VT",
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"crop": "corn",
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"state": "IL",
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"state_abbrev": "il",
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"year": 2025,
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"region": "Region 2",
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"rotation": "corn following soybean",
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"previous_crop": null,
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"cooperator": "Greg Steckel",
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"county": "Warren",
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"sites": [
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"Monmouth",
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"Goodfield"
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],
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"soil_type": "Sabble silty clay loam",
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"tillage": "Field cultivate",
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"planted_date": "2024-04-25",
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"harvested_date": "2024-09-25",
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"row_width": null,
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"latitude": 40.9261971609015,
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"longitude": -90.7248298508237,
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"results": [
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{
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"rank": 1,
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"brand": "Prairie",
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"product": "7241",
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"traits": null,
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"metrics": {
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"Yield": 275.04,
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"Moisture": 20.93,
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"Lodging": 0.17,
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"Maturity": 112
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}
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},
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{
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"rank": 2,
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"brand": "Prairie",
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"product": "6755",
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"traits": null,
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"metrics": {
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"Yield": 274.18,
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"Moisture": 18.7,
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"Lodging": 0.33,
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"Maturity": 110
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}
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},
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{
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"rank": 3,
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"brand": "Burrus",
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"product": "7B14 PCE",
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"traits": "GT:C HT:B IST:M",
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"metrics": {
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"Yield": 273.52,
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"Moisture": 20.53,
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"Lodging": 0.33,
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"Maturity": 114
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}
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},
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{
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"rank": 4,
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"brand": "Prairie",
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"product": "6854",
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"traits": null,
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"metrics": {
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"Yield": 272.43,
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"Moisture": 18.67,
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"Lodging": 0.83,
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"Maturity": 110
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}
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},
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{
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"rank": 5,
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"brand": "Prairie",
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"product": "4556",
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"traits": null,
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"metrics": {
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"Yield": 270.21,
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"Moisture": 18.9,
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"Lodging": 0,
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"Maturity": 104
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}
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},
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{
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"rank": 6,
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"brand": "Viking | Blue River",
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"product": "78-13",
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"traits": null,
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"metrics": {
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"Yield": 268.86,
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"Moisture": 21,
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"Lodging": 0,
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"Maturity": 113
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}
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},
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{
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"rank": 7,
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"brand": "Prairie",
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"product": "7445",
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"traits": null,
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"metrics": {
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"Yield": 267.16,
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"Moisture": 20.98,
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"Lodging": 0,
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"Maturity": 113
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}
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},
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{
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"rank": 8,
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"brand": "Prairie",
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"product": "6436",
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"traits": null,
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"metrics": {
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"Yield": 265.21,
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"Moisture": 19.92,
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"Lodging": 0.17,
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"Maturity": 111
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}
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},
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{
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"rank": 9,
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"brand": "Prairie",
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"product": "3054",
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"traits": null,
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"metrics": {
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"Yield": 263.71,
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"Moisture": 17.53,
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"Lodging": 0,
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"Maturity": 103
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}
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},
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{
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"rank": 10,
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"brand": "Burrus",
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"product": "Power Plus 6G88 VE",
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"traits": "GT:CR HT:B IST:M",
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"metrics": {
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"Yield": 263.37,
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"Moisture": 19.98,
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"Lodging": 0,
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"Maturity": 113
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}
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},
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{
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"rank": 11,
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"brand": "Viking | Blue River",
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"product": "76-11",
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"traits": null,
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"metrics": {
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"Yield": 262.48,
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"Moisture": 19.57,
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"Lodging": 0.33,
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"Maturity": 111
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}
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},
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{
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"rank": 12,
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"brand": "Sun Prairie Seeds",
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"product": "SP2821 TRE",
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"traits": "GT:CL HT:G IST:M",
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"metrics": {
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"Yield": 262.37,
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"Moisture": 20.25,
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"Lodging": 0.83,
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"Maturity": 114
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}
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},
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{
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"rank": 13,
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"brand": "Burrus",
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"product": "Power Plus 4V73AM",
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"traits": "GT:C HT:B IST:M",
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"metrics": {
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"Yield": 262.28,
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"Moisture": 19.08,
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"Lodging": 0.33,
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"Maturity": 109
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}
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},
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{
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"rank": 14,
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"brand": "Burrus",
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"product": "Power Plus 7R68 VE",
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"traits": "GT:CR HT:B IST:M",
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"metrics": {
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"Yield": 260.61,
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"Moisture": 21.33,
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"Lodging": 0.17,
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"Maturity": 115
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}
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},
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{
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"rank": 15,
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"brand": "Sun Prairie Seeds",
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"product": "SPX2542 SSP",
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"traits": "GT:CR HT:B IST:B",
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"metrics": {
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"Yield": 259.74,
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"Moisture": 19.42,
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"Lodging": 0.67,
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"Maturity": 109
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}
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},
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{
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"rank": 16,
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"brand": "Prairie",
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"product": "5883",
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"traits": null,
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"metrics": {
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"Yield": 258.08,
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"Moisture": 20.05,
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"Lodging": 0.67,
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"Maturity": 109
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}
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},
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{
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"rank": 17,
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"brand": "Viking | Blue River",
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"product": "75-07",
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"traits": null,
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"metrics": {
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"Yield": 255.4,
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"Moisture": 17.67,
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"Lodging": 0.33,
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"Maturity": 107
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}
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},
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{
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"rank": 18,
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"brand": "Burrus",
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"product": "5C11 PCE",
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"traits": "GT:C HT:B IST:M",
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"metrics": {
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"Yield": 255.05,
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"Moisture": 19.82,
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"Lodging": 0.5,
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"Maturity": 110
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}
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},
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{
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"rank": 19,
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"brand": "Prairie",
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"product": "4991",
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"traits": null,
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"metrics": {
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"Yield": 254.71,
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"Moisture": 19.18,
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"Lodging": 0.33,
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"Maturity": 106
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}
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},
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{
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"rank": 20,
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"brand": "Burrus",
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"product": "8K34 VT2P",
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"traits": "GT:C HT:B IST:M",
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"metrics": {
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"Yield": 248.27,
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"Moisture": 22.57,
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"Lodging": 1,
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"Maturity": 116
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}
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},
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{
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"rank": 21,
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"brand": "Sun Prairie Seeds",
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"product": "SP2820 TRE",
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"traits": "GT:CL HT:G IST:M",
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"metrics": {
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"Yield": 246.85,
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"Moisture": 20.02,
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"Lodging": 2,
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"Maturity": 112
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}
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},
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{
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"rank": 22,
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"brand": "Prairie",
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"product": "8786",
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"traits": null,
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"metrics": {
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"Yield": 246.44,
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"Moisture": 20.08,
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"Lodging": 0,
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"Maturity": 115
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}
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},
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{
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"rank": 23,
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"brand": "Prairie",
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"product": "8864/8861",
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"traits": null,
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"metrics": {
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"Yield": 244.11,
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"Moisture": 19.85,
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"Lodging": 0.33,
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"Maturity": 114
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}
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}
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],
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"n_results": 23,
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"source_urls": [
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"https://vt.cropsci.illinois.edu/wp-content/uploads/2025/11/Region-2-Corn-Table-2025.xlsx",
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"https://vt.cropsci.illinois.edu/corn/"
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],
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"tos_note": "No usage terms posted on UIUC VT site; publicly-funded land-grant data; attribute University of Illinois Variety Testing.",
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"fetched_at": "2026-06-10T12:14:49.741294+00:00",
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"scraper_version": "0.1.0"
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}
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