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.
394 lines
8.7 KiB
JSON
394 lines
8.7 KiB
JSON
{
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"source": "iowa_icpt_trials",
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"source_key": "icpt-corn-2025-central-full",
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"data_type": "trial",
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"vendor": "Iowa State University",
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"brand_aggregator": "Iowa Crop Performance Tests publishes",
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"brand": "Iowa Crop Performance Tests",
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"crop": "corn",
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"state": "IA",
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"state_abbrev": "ia",
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"year": 2025,
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"region": "District Central",
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"district": "Central",
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"season": "Full Season",
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"cooperator_sites": [
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"Missouri Valley",
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"Glidden",
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"Nevada",
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"Keystone",
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"Clarence"
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],
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"experiment_mean_yield": 220.5,
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"results": [
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{
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"rank": 1,
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"brand": "Dekalb",
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"product": "DKC112-35 SSPRIB",
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"traits": "LL,RR2 SSX-RIB",
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"metrics": {
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"RM": 112,
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"Yield": 244.7,
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"Yldp": 111.5,
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"Moist": 19.4,
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"Wyld": 249.2,
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"Eyld": 238.3,
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"Missouri Valley": 234.9,
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"Glidden": 270.6,
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"Nevada": 242.1,
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"Keystone": 238.7,
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"Clarence": 234.1
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}
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},
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{
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"rank": 2,
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"brand": "Renk",
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"product": "RK8585TRE",
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"traits": "RR2 TRC",
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"metrics": {
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"RM": 114,
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"Yield": 242.6,
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"Yldp": 110.5,
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"Moist": 18,
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"Wyld": 248.9,
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"Eyld": 232.3,
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"Missouri Valley": 256.6,
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"Glidden": 264.1,
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"Nevada": 226.1,
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"Keystone": 214.9,
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"Clarence": 256
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}
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},
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{
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"rank": 3,
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"brand": "Dekalb",
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"product": "DKC111-62 TRERIB",
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"traits": "RR2 TRE-RIB",
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"metrics": {
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"RM": 111,
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"Yield": 240.5,
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"Yldp": 109.6,
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"Moist": 16.3,
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"Wyld": 249.3,
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"Eyld": 226.9,
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"Missouri Valley": 264,
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"Glidden": 256.4,
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"Nevada": 227.6,
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"Keystone": 233.6,
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"Clarence": 219.6
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}
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},
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{
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"rank": 4,
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"brand": "Epley Brothers Hybrids",
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"product": "E2320",
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"traits": "",
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"metrics": {
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"RM": 113,
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"Yield": 225.1,
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"Yldp": 102.6,
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"Moist": 15.9,
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"Wyld": 223.7,
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"Eyld": 214.9,
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"Missouri Valley": 249.6,
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"Glidden": 232.7,
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"Nevada": 188.8,
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"Keystone": 231.8,
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"Clarence": 224.1
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}
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},
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{
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"rank": 5,
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"brand": "Prairie Hybrid Seeds",
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"product": "6436",
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"traits": "",
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"metrics": {
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"RM": 111,
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"Yield": 221.2,
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"Yldp": 100.8,
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"Moist": 15,
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"Wyld": 216.2,
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"Eyld": 214.1,
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"Missouri Valley": 241.1,
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"Glidden": 220.9,
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"Nevada": 186.6,
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"Keystone": 253.8,
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"Clarence": 202
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}
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},
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{
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"rank": 6,
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"brand": "NuTech/G2 Genetics",
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"product": "73B2V",
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"traits": "LL,RR2,EN VE",
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"metrics": {
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"RM": 113,
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"Yield": 220.8,
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"Yldp": 100.6,
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"Moist": 15.5,
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"Wyld": 216.3,
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"Eyld": 210.9,
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"Missouri Valley": 253.5,
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"Glidden": 218.3,
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"Nevada": 177.2,
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"Keystone": 243,
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"Clarence": 212.6
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}
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},
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{
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"rank": 7,
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"brand": "Pioneer",
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"product": "P1185Q",
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"traits": "LL,RR2 Qrome",
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"metrics": {
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"RM": 111,
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"Yield": 220.6,
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"Yldp": 100.5,
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"Moist": 15.2,
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"Wyld": 220.9,
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"Eyld": 210.2,
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"Missouri Valley": 242,
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"Glidden": 231.1,
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"Nevada": 189.7,
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"Keystone": 238.3,
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"Clarence": 202.7
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}
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},
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{
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"rank": 8,
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"brand": "NuTech/G2 Genetics",
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"product": "71B6PCE",
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"traits": "LL,RR2,EN PCE",
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"metrics": {
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"RM": 111,
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"Yield": 220.2,
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"Yldp": 100.4,
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"Moist": 14.6,
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"Wyld": 216.8,
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"Eyld": 210.8,
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"Missouri Valley": 247.8,
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"Glidden": 221.6,
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"Nevada": 181.1,
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"Keystone": 238.4,
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"Clarence": 212.9
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}
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},
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{
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"rank": 9,
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"brand": "Pioneer",
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"product": "P1093Q",
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"traits": "LL,RR2 Qrome-RIB",
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"metrics": {
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"RM": 110,
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"Yield": 219.2,
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"Yldp": 99.9,
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"Moist": 15.2,
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"Wyld": 216.3,
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"Eyld": 213.7,
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"Missouri Valley": 241.8,
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"Glidden": 216.9,
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"Nevada": 190.3,
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"Keystone": 239.6,
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"Clarence": 211.4
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}
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},
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{
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"rank": 10,
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"brand": "Renk",
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"product": "RK825VT4PRO",
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"traits": "RR2 VT4P",
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"metrics": {
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"RM": 112,
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"Yield": 218.2,
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"Yldp": 99.4,
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"Moist": 14.4,
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"Wyld": 222,
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"Eyld": 205.9,
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"Missouri Valley": 250,
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"Glidden": 224.1,
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"Nevada": 191.8,
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"Keystone": 242.4,
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"Clarence": 183.6
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}
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},
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{
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"rank": 11,
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"brand": "Prairie Hybrid Seeds",
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"product": "7241 Org",
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"traits": "",
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"metrics": {
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"RM": 112,
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"Yield": 217.9,
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"Yldp": 99.3,
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"Moist": 15.1,
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"Wyld": 210.6,
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"Eyld": 208.2,
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"Missouri Valley": 237.6,
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"Glidden": 223.9,
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"Nevada": 170.3,
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"Keystone": 241.2,
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"Clarence": 213.2
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}
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},
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{
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"rank": 12,
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"brand": "Viking/Blue River",
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"product": "76-11",
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"traits": "",
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"metrics": {
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"RM": 111,
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"Yield": 217,
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"Yldp": 98.9,
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"Moist": 15.2,
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"Wyld": 211.6,
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"Eyld": 204.3,
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"Missouri Valley": 246.5,
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"Glidden": 222.3,
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"Nevada": 166.1,
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"Keystone": 238.2,
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"Clarence": 208.5
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}
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},
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{
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"rank": 13,
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"brand": "Epley Brothers Hybrids",
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"product": "E2230",
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"traits": "",
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"metrics": {
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"RM": 112,
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"Yield": 216.6,
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"Yldp": 98.7,
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"Moist": 15.3,
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"Wyld": 214.1,
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"Eyld": 206.9,
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"Missouri Valley": 243.6,
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"Glidden": 219.4,
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"Nevada": 179.1,
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"Keystone": 236.4,
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"Clarence": 205.2
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}
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},
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{
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"rank": 14,
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"brand": "Renk",
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"product": "RK8501PCE",
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"traits": "LL,RR2 PC",
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"metrics": {
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"RM": 110,
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"Yield": 216.2,
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"Yldp": 98.5,
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"Moist": 15.9,
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"Wyld": 219.5,
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"Eyld": 200.4,
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"Missouri Valley": 260.7,
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"Glidden": 219.3,
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"Nevada": 178.4,
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"Keystone": 228.4,
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"Clarence": 194.6
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}
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},
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{
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"rank": 15,
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"brand": "Dekalb",
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"product": "DKC114-43 VT2PRIB",
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"traits": "RR2 VT2P-RIB",
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"metrics": {
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"RM": 114,
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"Yield": 213.9,
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"Yldp": 97.5,
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"Moist": 15.1,
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"Wyld": 214,
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"Eyld": 204.1,
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"Missouri Valley": 246.9,
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"Glidden": 214.5,
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"Nevada": 180.7,
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"Keystone": 236.1,
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"Clarence": 195.4
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}
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},
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{
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"rank": 16,
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"brand": "Renk",
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"product": "RK889PCE",
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"traits": "LL,RR2 PC-RIB",
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"metrics": {
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"RM": 113,
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"Yield": 213.8,
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"Yldp": 97.4,
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"Moist": 15.7,
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"Wyld": 206.2,
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"Eyld": 206.7,
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"Missouri Valley": 230.3,
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"Glidden": 218.3,
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"Nevada": 170.1,
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"Keystone": 232.3,
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"Clarence": 217.7
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}
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},
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{
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"rank": 17,
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"brand": "NuTech/G2 Genetics",
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"product": "73J1V",
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"traits": "LL,RR2,EN VE",
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"metrics": {
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"RM": 113,
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"Yield": 212.1,
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"Yldp": 96.7,
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"Moist": 15.2,
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"Wyld": 208.3,
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"Eyld": 203,
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"Missouri Valley": 243,
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"Glidden": 208.8,
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"Nevada": 173.1,
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"Keystone": 232.8,
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"Clarence": 203.2
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}
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},
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{
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"rank": 18,
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"brand": "Viking/Blue River",
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"product": "78-13",
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"traits": "",
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"metrics": {
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"RM": 113,
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"Yield": 204.9,
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"Yldp": 93.4,
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"Moist": 16.6,
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"Wyld": 202.7,
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"Eyld": 192.4,
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"Missouri Valley": 223,
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"Glidden": 221.8,
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"Nevada": 163.2,
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"Keystone": 207.3,
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"Clarence": 206.7
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}
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},
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{
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"rank": 19,
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"brand": "Prairie Hybrid Seeds",
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"product": "7445",
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"traits": "",
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"metrics": {
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"RM": 113,
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"Yield": 204.8,
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"Yldp": 93.3,
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"Moist": 15.1,
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"Wyld": 202.3,
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"Eyld": 195,
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"Missouri Valley": 229.8,
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"Glidden": 209.2,
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"Nevada": 167.9,
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"Keystone": 222.3,
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"Clarence": 194.7
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}
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}
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],
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"n_results": 19,
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"source_urls": [
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"https://www.croptesting.iastate.edu/corn/CornDistrict2.aspx"
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],
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"tos_note": "Footer 'Copyright (c) ...ISU...All rights reserved' (no automation clause, no robots.txt); public ICPT data; low request rate; attribute Iowa Crop Performance Tests / ISU.",
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"fetched_at": "2026-06-10T12:12:33.013438+00:00",
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"scraper_version": "0.1.0"
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}
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