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.
865 lines
17 KiB
JSON
865 lines
17 KiB
JSON
{
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"source": "illinois_vt_trials",
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"source_key": "ilvt-wheat-2025-north-region",
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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": "wheat",
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"state": "IL",
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"state_abbrev": "il",
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"year": 2025,
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"region": "North Region",
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"rotation": "corn following soybean",
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"previous_crop": null,
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"cooperator": "Dezeri DeRaedt",
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"county": "Kane",
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"sites": [
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"Hampshire",
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"Perry",
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"Urbana"
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],
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"soil_type": "Drummer silty clay loam",
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"tillage": null,
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"planted_date": "2024-09-30",
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"harvested_date": "2025-07-10",
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"row_width": null,
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"latitude": null,
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"longitude": null,
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"results": [
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{
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"rank": 1,
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"brand": "Pioneer",
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"product": "25R76",
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"traits": "ST:C",
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"metrics": {
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"Yield": 136.1,
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"Height": 35.3,
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"Test Wt.": 57.5
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}
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},
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{
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"rank": 2,
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"brand": "DeRaedt Seed",
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"product": "DeRaedt 66",
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"traits": "ST:C",
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"metrics": {
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"Yield": 134.6,
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"Height": 34,
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"Test Wt.": 58.1
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}
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},
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{
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"rank": 3,
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"brand": "FS InSPIRE",
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"product": "FS 745",
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"traits": "ST:G",
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"metrics": {
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"Yield": 133.6,
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"Height": 35.3,
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"Test Wt.": 57.8
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}
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},
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{
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"rank": 4,
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"brand": "Bio Town Seeds",
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"product": "D423W",
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"traits": "ST:C",
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"metrics": {
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"Yield": 133.4,
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"Height": 35.5,
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"Test Wt.": 57
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}
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},
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{
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"rank": 5,
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"brand": "KWS Cereals US",
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"product": "KWS579",
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"traits": "ST:C",
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"metrics": {
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"Yield": 132.3,
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"Height": 35.2,
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"Test Wt.": 57.2
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}
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},
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{
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"rank": 6,
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"brand": "Green Valley Seed",
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"product": "6125X",
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"traits": "ST:C",
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"metrics": {
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"Yield": 131.6,
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"Height": 32.3,
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"Test Wt.": 57.1
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}
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},
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{
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"rank": 7,
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"brand": "KWS Cereals US",
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"product": "KWS623",
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"traits": "ST:C",
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"metrics": {
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"Yield": 131.6,
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"Height": 36,
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"Test Wt.": 57.2
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}
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},
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{
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"rank": 8,
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"brand": "FS InSPIRE",
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"product": "FS 749",
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"traits": "ST:G",
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"metrics": {
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"Yield": 131.6,
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"Height": 34.1,
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"Test Wt.": 58.4
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}
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},
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{
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"rank": 9,
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"brand": "DeRaedt Seed",
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"product": "DeRaedt EXP 60",
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"traits": "ST:C",
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"metrics": {
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"Yield": 131.3,
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"Height": 35.1,
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"Test Wt.": 57.8
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}
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},
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{
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"rank": 10,
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"brand": "Kratz Farms KF Brand",
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"product": "KF 883",
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"traits": "ST:F",
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"metrics": {
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"Yield": 130.2,
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"Height": 34,
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"Test Wt.": 58.3
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}
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},
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{
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"rank": 11,
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"brand": "Merschman Seeds",
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"product": "Julie 12",
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"traits": "ST:C",
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"metrics": {
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"Yield": 130.2,
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"Height": 34.8,
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"Test Wt.": 57
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}
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},
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{
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"rank": 12,
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"brand": "AgriMAXX",
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"product": "545",
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"traits": "ST:G",
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"metrics": {
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"Yield": 130.2,
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"Height": 34,
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"Test Wt.": 56.4
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}
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},
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{
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"rank": 13,
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"brand": "Pioneer",
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"product": "25R65",
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"traits": "ST:C",
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"metrics": {
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"Yield": 130,
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"Height": 34.7,
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"Test Wt.": 56.8
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}
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},
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{
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"rank": 14,
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"brand": "Merschman Seeds",
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"product": "M2603",
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"traits": "ST:C",
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"metrics": {
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"Yield": 129.9,
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"Height": 35.1,
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"Test Wt.": 57.6
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}
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},
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{
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"rank": 15,
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"brand": "AgriPro",
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"product": "GP 543",
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"traits": "ST:C",
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"metrics": {
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"Yield": 129.3,
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"Height": 36.3,
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"Test Wt.": 57.3
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}
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},
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{
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"rank": 16,
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"brand": "FS InSPIRE",
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"product": "WX25C",
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"traits": "ST:G",
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"metrics": {
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"Yield": 129.2,
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"Height": 36.9,
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"Test Wt.": 57.8
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}
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},
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{
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"rank": 17,
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"brand": "Merschman Seeds",
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"product": "M2601",
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"traits": "ST:C",
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"metrics": {
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"Yield": 129,
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"Height": 33.4,
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"Test Wt.": 57.2
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}
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},
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{
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"rank": 18,
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"brand": "Blue River",
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"product": "801",
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"traits": "ST:C",
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"metrics": {
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"Yield": 128.9,
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"Height": 37.4,
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"Test Wt.": 58.1
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}
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},
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{
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"rank": 19,
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"brand": "Merschman Seeds",
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"product": "Maddie 3",
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"traits": "ST:G",
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"metrics": {
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"Yield": 128.8,
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"Height": 37,
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"Test Wt.": 58.3
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}
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},
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{
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"rank": 20,
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"brand": "AgriMAXX",
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"product": "556",
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"traits": "ST:G",
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"metrics": {
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"Yield": 128.7,
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"Height": 34.7,
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"Test Wt.": 57.2
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}
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},
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{
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"rank": 21,
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"brand": "Kratz Farms KF Brand",
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"product": "KF 809",
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"traits": "ST:F",
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"metrics": {
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"Yield": 128.1,
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"Height": 35.3,
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"Test Wt.": 57.8
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}
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},
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{
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"rank": 22,
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"brand": "FS InSPIRE",
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"product": "WX25B",
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"traits": "ST:G",
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"metrics": {
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"Yield": 127.8,
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"Height": 36,
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"Test Wt.": 57.1
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}
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},
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{
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"rank": 23,
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"brand": "Bio Town Seeds",
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"product": "DXW2423",
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"traits": "ST:C",
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"metrics": {
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"Yield": 127.1,
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"Height": 35.5,
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"Test Wt.": 57.1
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}
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},
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{
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"rank": 24,
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"brand": "Green Valley Seed",
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"product": "6325X",
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"traits": "ST:C",
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"metrics": {
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"Yield": 126.3,
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"Height": 35.2,
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"Test Wt.": 57.1
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}
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},
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{
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"rank": 25,
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"brand": "KWS Cereals US",
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"product": "KWS591",
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"traits": "ST:C",
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"metrics": {
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"Yield": 126.2,
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"Height": 35.6,
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"Test Wt.": 57.5
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}
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},
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{
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"rank": 26,
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"brand": "Kratz Farms KF Brand",
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"product": "EX KF 881",
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"traits": "ST:F",
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"metrics": {
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"Yield": 126.2,
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"Height": 34,
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"Test Wt.": 57.9
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}
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},
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{
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"rank": 27,
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"brand": "Green Valley Seed",
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"product": "6225X",
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"traits": "ST:C",
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"metrics": {
|
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"Yield": 125.9,
|
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"Height": 35.2,
|
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"Test Wt.": 57.5
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}
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},
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{
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"rank": 28,
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"brand": "Pioneer",
|
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"product": "P25R800",
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"traits": "ST:C",
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"metrics": {
|
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"Yield": 125.9,
|
|
"Height": 33.9,
|
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"Test Wt.": 56.9
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}
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},
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{
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"rank": 29,
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"brand": "AgriMAXX",
|
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"product": "553",
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"traits": "ST:G",
|
|
"metrics": {
|
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"Yield": 125.6,
|
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"Height": 33.8,
|
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"Test Wt.": 57.4
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}
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},
|
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{
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"rank": 30,
|
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"brand": "AgriPro",
|
|
"product": "GP 944",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 125.4,
|
|
"Height": 35.5,
|
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"Test Wt.": 57
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}
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},
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{
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"rank": 31,
|
|
"brand": "Green Valley Seed",
|
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"product": "GV 624",
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"traits": "ST:C",
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"metrics": {
|
|
"Yield": 124.9,
|
|
"Height": 34.7,
|
|
"Test Wt.": 58.3
|
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}
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},
|
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{
|
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"rank": 32,
|
|
"brand": "KWS Cereals US",
|
|
"product": "KWS604",
|
|
"traits": "ST:C",
|
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"metrics": {
|
|
"Yield": 124.8,
|
|
"Height": 34.4,
|
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"Test Wt.": 58.2
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}
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},
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{
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"rank": 33,
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"brand": "KWS Cereals US",
|
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"product": "KWS625",
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"traits": "ST:C",
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|
"metrics": {
|
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"Yield": 124.4,
|
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"Height": 36,
|
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"Test Wt.": 57.9
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}
|
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},
|
|
{
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"rank": 34,
|
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"brand": "FS InSPIRE",
|
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"product": "FS 743",
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"traits": "ST:G",
|
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"metrics": {
|
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"Yield": 123.9,
|
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"Height": 36.4,
|
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"Test Wt.": 58
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}
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},
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{
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"rank": 35,
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"brand": "Merschman Seeds",
|
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"product": "M2602",
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"traits": "ST:C",
|
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"metrics": {
|
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"Yield": 123.8,
|
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"Height": 34.6,
|
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"Test Wt.": 57.4
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}
|
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},
|
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{
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"rank": 36,
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"brand": "FS InSPIRE",
|
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"product": "FS 600",
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"traits": "ST:G",
|
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"metrics": {
|
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"Yield": 123.3,
|
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"Height": 34.9,
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"Test Wt.": 59.2
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}
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},
|
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{
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"rank": 37,
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"brand": "Martin Seed",
|
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"product": "M22",
|
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"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 123.1,
|
|
"Height": 35.1,
|
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"Test Wt.": 59.3
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}
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},
|
|
{
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"rank": 38,
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"brand": "FS InSPIRE",
|
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"product": "FS 624",
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"traits": "ST:G",
|
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"metrics": {
|
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"Yield": 123,
|
|
"Height": 36.9,
|
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"Test Wt.": 58.6
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}
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},
|
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{
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"rank": 39,
|
|
"brand": "AgriMAXX",
|
|
"product": "EXP 2409",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 122.2,
|
|
"Height": 33.6,
|
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"Test Wt.": 57
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}
|
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},
|
|
{
|
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"rank": 40,
|
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"brand": "AgriMAXX",
|
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"product": "503",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
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"Yield": 122.2,
|
|
"Height": 35.8,
|
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"Test Wt.": 58.1
|
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}
|
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},
|
|
{
|
|
"rank": 41,
|
|
"brand": "FS InSPIRE",
|
|
"product": "FS 617",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 122.1,
|
|
"Height": 34.4,
|
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"Test Wt.": 57.8
|
|
}
|
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},
|
|
{
|
|
"rank": 42,
|
|
"brand": "DeRaedt Seed",
|
|
"product": "DeRaedt 47",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 121.7,
|
|
"Height": 36.1,
|
|
"Test Wt.": 59.4
|
|
}
|
|
},
|
|
{
|
|
"rank": 43,
|
|
"brand": "AgriMAXX",
|
|
"product": "531",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 121.5,
|
|
"Height": 37.3,
|
|
"Test Wt.": 58.7
|
|
}
|
|
},
|
|
{
|
|
"rank": 44,
|
|
"brand": "Martin Seed",
|
|
"product": "M25",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 121,
|
|
"Height": 33.1,
|
|
"Test Wt.": 56.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 45,
|
|
"brand": "FS InSPIRE",
|
|
"product": "FS 597",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 121,
|
|
"Height": 36.7,
|
|
"Test Wt.": 57.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 46,
|
|
"brand": "AgriMAXX",
|
|
"product": "513",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 120.3,
|
|
"Height": 35.8,
|
|
"Test Wt.": 58.6
|
|
}
|
|
},
|
|
{
|
|
"rank": 47,
|
|
"brand": "Virginia Tech",
|
|
"product": "VA20FHB-18",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 120.2,
|
|
"Height": 38.2,
|
|
"Test Wt.": 59.2
|
|
}
|
|
},
|
|
{
|
|
"rank": 48,
|
|
"brand": "Green Valley Seed",
|
|
"product": "GV 645",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 119.2,
|
|
"Height": 33.4,
|
|
"Test Wt.": 57.8
|
|
}
|
|
},
|
|
{
|
|
"rank": 49,
|
|
"brand": "Kennel Seed Farms",
|
|
"product": "KF 2549",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 119.2,
|
|
"Height": 36.2,
|
|
"Test Wt.": 58.8
|
|
}
|
|
},
|
|
{
|
|
"rank": 50,
|
|
"brand": "Merschman Seeds",
|
|
"product": "M2604",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 118.9,
|
|
"Height": 34.9,
|
|
"Test Wt.": 58.2
|
|
}
|
|
},
|
|
{
|
|
"rank": 51,
|
|
"brand": "Virginia Tech",
|
|
"product": "19VDH-FHB-MAS05-27",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 118.9,
|
|
"Height": 35.3,
|
|
"Test Wt.": 56.1
|
|
}
|
|
},
|
|
{
|
|
"rank": 52,
|
|
"brand": "Kratz Farms KF Brand",
|
|
"product": "KF 831",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 118.4,
|
|
"Height": 33.1,
|
|
"Test Wt.": 57.7
|
|
}
|
|
},
|
|
{
|
|
"rank": 53,
|
|
"brand": "Blue River",
|
|
"product": "844",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 116.7,
|
|
"Height": 34.5,
|
|
"Test Wt.": 58.4
|
|
}
|
|
},
|
|
{
|
|
"rank": 54,
|
|
"brand": "AgriMAXX",
|
|
"product": "561",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 116.6,
|
|
"Height": 36,
|
|
"Test Wt.": 56.8
|
|
}
|
|
},
|
|
{
|
|
"rank": 55,
|
|
"brand": "Green Valley Seed",
|
|
"product": "GV 604",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 116.3,
|
|
"Height": 35.6,
|
|
"Test Wt.": 57.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 56,
|
|
"brand": "Kitchen Seed Company",
|
|
"product": "KSC 423 W",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 116.1,
|
|
"Height": 35.1,
|
|
"Test Wt.": 59.6
|
|
}
|
|
},
|
|
{
|
|
"rank": 57,
|
|
"brand": "AgriMAXX",
|
|
"product": "525",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 116,
|
|
"Height": 33.1,
|
|
"Test Wt.": 57.7
|
|
}
|
|
},
|
|
{
|
|
"rank": 58,
|
|
"brand": "Merschman Seeds",
|
|
"product": "Millie 8",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 115.6,
|
|
"Height": 35,
|
|
"Test Wt.": 60.6
|
|
}
|
|
},
|
|
{
|
|
"rank": 59,
|
|
"brand": "FS InSPIRE",
|
|
"product": "WX25A",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 114.9,
|
|
"Height": 34.4,
|
|
"Test Wt.": 58.4
|
|
}
|
|
},
|
|
{
|
|
"rank": 60,
|
|
"brand": "AgriMAXX",
|
|
"product": "543",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 114.8,
|
|
"Height": 34.9,
|
|
"Test Wt.": 57.4
|
|
}
|
|
},
|
|
{
|
|
"rank": 61,
|
|
"brand": "Kratz Farms KF Brand",
|
|
"product": "KF 849",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 114.7,
|
|
"Height": 33.8,
|
|
"Test Wt.": 58.5
|
|
}
|
|
},
|
|
{
|
|
"rank": 62,
|
|
"brand": "Kennel Seed Farms",
|
|
"product": "KF 2342",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 114.6,
|
|
"Height": 35,
|
|
"Test Wt.": 58.5
|
|
}
|
|
},
|
|
{
|
|
"rank": 63,
|
|
"brand": "Bio Town Seeds",
|
|
"product": "D506W",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 113.5,
|
|
"Height": 34.5,
|
|
"Test Wt.": 57.3
|
|
}
|
|
},
|
|
{
|
|
"rank": 64,
|
|
"brand": "FS InSPIRE",
|
|
"product": "FS 606",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 113.5,
|
|
"Height": 36.4,
|
|
"Test Wt.": 59.6
|
|
}
|
|
},
|
|
{
|
|
"rank": 65,
|
|
"brand": "Merschman Seeds",
|
|
"product": "Bintee 12",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 113.4,
|
|
"Height": 33.7,
|
|
"Test Wt.": 59.1
|
|
}
|
|
},
|
|
{
|
|
"rank": 66,
|
|
"brand": "Kennel Seed Farms",
|
|
"product": "KF 2418",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 113.2,
|
|
"Height": 34,
|
|
"Test Wt.": 58.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 67,
|
|
"brand": "Merschman Seeds",
|
|
"product": "Peyton 2",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 113.1,
|
|
"Height": 34.8,
|
|
"Test Wt.": 56.7
|
|
}
|
|
},
|
|
{
|
|
"rank": 68,
|
|
"brand": "Kitchen Seed Company",
|
|
"product": "KSC 425",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 111.5,
|
|
"Height": 40,
|
|
"Test Wt.": 59.8
|
|
}
|
|
},
|
|
{
|
|
"rank": 69,
|
|
"brand": "Kratz Farms KF Brand",
|
|
"product": "KF 667",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 111.2,
|
|
"Height": 34.2,
|
|
"Test Wt.": 58.5
|
|
}
|
|
},
|
|
{
|
|
"rank": 70,
|
|
"brand": "Kratz Farms KF Brand",
|
|
"product": "KF 898",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 111.1,
|
|
"Height": 36.5,
|
|
"Test Wt.": 57.8
|
|
}
|
|
},
|
|
{
|
|
"rank": 71,
|
|
"brand": "American Organic",
|
|
"product": "Erisman AM",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 111,
|
|
"Height": 35.8,
|
|
"Test Wt.": 59.3
|
|
}
|
|
},
|
|
{
|
|
"rank": 72,
|
|
"brand": "Virginia Tech",
|
|
"product": "19VTK7-66",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 107.1,
|
|
"Height": 37.1,
|
|
"Test Wt.": 58.1
|
|
}
|
|
},
|
|
{
|
|
"rank": 73,
|
|
"brand": "Kratz Farms KF Brand",
|
|
"product": "KF 857",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 104.8,
|
|
"Height": 34.7,
|
|
"Test Wt.": 58
|
|
}
|
|
},
|
|
{
|
|
"rank": 74,
|
|
"brand": "Virginia Tech",
|
|
"product": "17VDH-SRW02-125",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 103.9,
|
|
"Height": 35.1,
|
|
"Test Wt.": 59.1
|
|
}
|
|
},
|
|
{
|
|
"rank": 75,
|
|
"brand": "Kennel Seed Farms",
|
|
"product": "KF 9229",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 103.9,
|
|
"Height": 38.5,
|
|
"Test Wt.": 59.3
|
|
}
|
|
}
|
|
],
|
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"n_results": 75,
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"source_urls": [
|
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"https://vt.cropsci.illinois.edu/wp-content/uploads/2025/07/2025-VT-North-Means.xlsx",
|
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"https://vt.cropsci.illinois.edu/wheat/"
|
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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": "2026-06-10T12:15:07.796976+00:00",
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"scraper_version": "0.1.0"
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