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.
752 lines
15 KiB
JSON
752 lines
15 KiB
JSON
{
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"source": "illinois_vt_trials",
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"source_key": "ilvt-wheat-2024-belleville",
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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": 2024,
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"region": "Belleville",
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"rotation": null,
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"previous_crop": null,
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"cooperator": "SIU Belleville REC",
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"county": "St. Clair",
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"sites": [
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"Belleville"
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],
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"soil_type": "Winfield silt loam",
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"tillage": null,
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"planted_date": "2023-10-12",
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"harvested_date": "2024-06-12",
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"row_width": null,
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"latitude": 38.5156111,
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"longitude": -89.8435833,
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"results": [
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{
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"rank": 1,
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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": 98.9,
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"Height": 36.4,
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"Test Wt.": 55.7,
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"Yield 2yr avg": 99.8
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}
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},
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{
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"rank": 2,
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"brand": "KWS Cereals USA",
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"product": "KWS490",
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"traits": "ST:C",
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"metrics": {
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"Yield": 96.2,
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"Height": 33.7,
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"Test Wt.": 55.2,
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"Yield 2yr avg": 94.3
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}
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},
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{
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"rank": 3,
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"brand": "Dyna-Gro",
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"product": "9422",
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"traits": "ST:G",
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"metrics": {
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"Yield": 93.9,
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"Height": 36.3,
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"Test Wt.": 53.7,
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"Yield 2yr avg": 98.7
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}
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},
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{
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"rank": 4,
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"brand": "Dyna-Gro",
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"product": "9551",
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"traits": "ST:G",
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"metrics": {
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"Yield": 93.8,
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"Height": 34.3,
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"Test Wt.": 52.7
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}
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},
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{
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"rank": 5,
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"brand": "AgriMAXX",
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"product": "513",
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"traits": "ST:G",
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"metrics": {
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"Yield": 93.8,
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"Height": 36.6,
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"Test Wt.": 54.8,
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"Yield 2yr avg": 95.7,
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"Yield 3yr avg": 91.7
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}
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},
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{
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"rank": 6,
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"brand": "AgriMAXX",
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"product": "514",
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"traits": "ST:G",
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"metrics": {
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"Yield": 93.1,
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"Height": 35.6,
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"Test Wt.": 54.3,
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"Yield 2yr avg": 98.1,
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"Yield 3yr avg": 96.8
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}
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},
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{
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"rank": 7,
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"brand": "AgriPro",
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"product": "GP 463",
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"traits": "ST:C",
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"metrics": {
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"Yield": 92.6,
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"Height": 34.9,
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"Test Wt.": 54.8
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}
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},
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{
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"rank": 8,
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"brand": "Dyna-Gro",
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"product": "9570",
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"traits": "ST:G",
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"metrics": {
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"Yield": 92.4,
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"Height": 36.8,
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"Test Wt.": 53.8
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}
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},
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{
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"rank": 9,
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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": 92.2,
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"Height": 37.9,
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"Test Wt.": 55.5
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}
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},
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{
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"rank": 10,
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"brand": "Dyna-Gro",
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"product": "9231",
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"traits": "ST:G",
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"metrics": {
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"Yield": 92,
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"Height": 38.2,
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"Test Wt.": 55,
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"Yield 2yr avg": 92.4
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}
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},
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{
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"rank": 11,
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"brand": "FS InSPIRE",
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"product": "FS 597",
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"traits": "ST:G",
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"metrics": {
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"Yield": 91.7,
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"Height": 36.9,
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"Test Wt.": 55.6
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}
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},
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{
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"rank": 12,
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"brand": "KWS Cereals USA",
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"product": "KWS542",
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"traits": "ST:C",
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"metrics": {
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"Yield": 91.4,
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"Height": 38,
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"Test Wt.": 55.6
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}
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},
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{
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"rank": 13,
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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": 91.4,
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"Height": 37.4,
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"Test Wt.": 56,
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"Yield 2yr avg": 93.3,
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"Yield 3yr avg": 91.9
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}
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},
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{
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"rank": 14,
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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": 91.1,
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"Height": 36.4,
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"Test Wt.": 53.2
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}
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},
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{
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"rank": 15,
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"brand": "FS InSPIRE",
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"product": "FS WX24C",
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"traits": "ST:G",
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"metrics": {
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"Yield": 90.9,
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"Height": 33.9,
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"Test Wt.": 55
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}
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},
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{
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"rank": 16,
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"brand": "Dyna-Gro",
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"product": "9151",
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"traits": "ST:G",
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"metrics": {
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"Yield": 90.2,
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"Height": 37.1,
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"Test Wt.": 55.9,
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"Yield 2yr avg": 89.1,
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"Yield 3yr avg": 85.6
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}
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},
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{
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"rank": 17,
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"brand": "AgriMAXX",
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"product": "516",
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"traits": "ST:G",
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"metrics": {
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"Yield": 89.9,
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"Height": 36.9,
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"Test Wt.": 55.4
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}
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},
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{
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"rank": 18,
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"brand": "Pioneer",
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"product": "25R74",
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"traits": "ST:C",
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"metrics": {
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"Yield": 89.8,
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"Height": 33.6,
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"Test Wt.": 53.4,
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"Yield 2yr avg": 95,
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"Yield 3yr avg": 90.4
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}
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},
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{
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"rank": 19,
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"brand": "AgriMAXX",
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"product": "EXP 2405",
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"traits": "ST:G",
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"metrics": {
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"Yield": 89.6,
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"Height": 36.3,
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"Test Wt.": 54.4
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}
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},
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{
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"rank": 20,
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"brand": "Bio-Town Seeds",
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"product": "DXW2325",
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"traits": "ST:C",
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"metrics": {
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"Yield": 89.4,
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"Height": 35.2,
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"Test Wt.": 53.9
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}
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},
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{
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"rank": 21,
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"brand": "AgriMAXX",
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"product": "505",
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"traits": "ST:G",
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"metrics": {
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"Yield": 89.4,
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"Height": 36.1,
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"Test Wt.": 55.9,
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"Yield 2yr avg": 91.4,
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"Yield 3yr avg": 89.3
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}
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},
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{
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"rank": 22,
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"brand": "Dyna-Gro",
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"product": "9120",
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"traits": "ST:G",
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"metrics": {
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"Yield": 88.9,
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"Height": 35.3,
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"Test Wt.": 56.5,
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"Yield 2yr avg": 91.8,
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"Yield 3yr avg": 91.1
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}
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},
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{
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"rank": 23,
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"brand": "Dyna-Gro",
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"product": "9542",
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"traits": "ST:G",
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"metrics": {
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"Yield": 88.8,
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"Height": 35.5,
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"Test Wt.": 54.4
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}
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},
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{
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"rank": 24,
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"brand": "Dyna-Gro",
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"product": "9172",
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"traits": "ST:G",
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"metrics": {
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"Yield": 88.6,
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"Height": 37.2,
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"Test Wt.": 55.5,
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"Yield 2yr avg": 88,
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"Yield 3yr avg": 87.7
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}
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},
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{
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"rank": 25,
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"brand": "Hoffman Seed House",
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"product": "H7W21",
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"traits": "ST:C",
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"metrics": {
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"Yield": 88.1,
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"Height": 35.2,
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"Test Wt.": 53,
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"Yield 2yr avg": 93
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}
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},
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{
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"rank": 26,
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"brand": "KWS Cereals USA",
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"product": "KWS527",
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"traits": "ST:C",
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"metrics": {
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"Yield": 87.9,
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"Height": 35.8,
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"Test Wt.": 54.3
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}
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},
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{
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"rank": 27,
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"brand": "Dyna-Gro",
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"product": "9533",
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"traits": "ST:G",
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"metrics": {
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"Yield": 87.5,
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"Height": 32.8,
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"Test Wt.": 53.2
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}
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},
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{
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"rank": 28,
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"brand": "AgriPro",
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"product": "GP 381",
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"traits": "ST:C",
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"metrics": {
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"Yield": 87.3,
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"Height": 33.6,
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"Test Wt.": 55.8
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}
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},
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{
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"rank": 29,
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"brand": "KWS Cereals USA",
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"product": "KWS397",
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"traits": "ST:C",
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"metrics": {
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"Yield": 86.8,
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"Height": 28.1,
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"Test Wt.": 54.6
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}
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},
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{
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"rank": 30,
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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": 86.4,
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"Height": 35.8,
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"Test Wt.": 53.4
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}
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},
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{
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"rank": 31,
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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": 86.3,
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"Height": 36.2,
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"Test Wt.": 52.1,
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"Yield 2yr avg": 94.3
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}
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},
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{
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"rank": 32,
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"brand": "AgriMAXX",
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"product": "525",
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"traits": "ST:G",
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"metrics": {
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"Yield": 86.3,
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"Height": 36,
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"Test Wt.": 54.6,
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"Yield 2yr avg": 91.8
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}
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},
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{
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"rank": 33,
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"brand": "FS InSPIRE",
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"product": "FS WX24A",
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"traits": "ST:G",
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"metrics": {
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"Yield": 85.9,
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"Height": 34.1,
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"Test Wt.": 53.6
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}
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},
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{
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"rank": 34,
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"brand": "Virginia Tech",
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"product": "16VDH-SRW03-023",
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"traits": null,
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"metrics": {
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"Yield": 85.6,
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"Height": 36.1,
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"Test Wt.": 52.7,
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"Yield 2yr avg": 84.9
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}
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},
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{
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"rank": 35,
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"brand": "Dyna-Gro",
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"product": "9290",
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"traits": "ST:G",
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"metrics": {
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"Yield": 84.9,
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"Height": 38.5,
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"Test Wt.": 55.7
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}
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},
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{
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"rank": 36,
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"brand": "Bio-Town Seeds",
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"product": "DXW2320",
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"traits": "ST:C",
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"metrics": {
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"Yield": 83.8,
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"Height": 35.7,
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"Test Wt.": 54
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}
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},
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{
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"rank": 37,
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"brand": "AgriMAXX",
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"product": "EXP 2314",
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"traits": "ST:G",
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"metrics": {
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"Yield": 83.5,
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"Height": 36,
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"Test Wt.": 53.7
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}
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},
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{
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"rank": 38,
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"brand": "Dyna-Gro",
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"product": "9553",
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"traits": "ST:G",
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"metrics": {
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"Yield": 83.3,
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"Height": 33.8,
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"Test Wt.": 53.3
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}
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},
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{
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"rank": 39,
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"brand": "FS InSPIRE",
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"product": "FS WX24B",
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"traits": "ST:G",
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"metrics": {
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"Yield": 82.6,
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"Height": 34.5,
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"Test Wt.": 52.3
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}
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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": "EXP 2312",
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"traits": "ST:G",
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"metrics": {
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"Yield": 82.3,
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"Height": 34.7,
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"Test Wt.": 54
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}
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},
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{
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"rank": 41,
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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": 81.7,
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"Height": 37.6,
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"Test Wt.": 53.1
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}
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},
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{
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"rank": 42,
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"brand": "KWS Cereals USA",
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"product": "KWS525",
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"traits": "ST:C",
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"metrics": {
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"Yield": 81.5,
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"Height": 35,
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"Test Wt.": 52.4
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}
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},
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{
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"rank": 43,
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"brand": "KWS Cereals USA",
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"product": "KWS543",
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"traits": "ST:C",
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"metrics": {
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"Yield": 81.4,
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"Height": 33.8,
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"Test Wt.": 54.4
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}
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},
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{
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"rank": 44,
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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": 80.9,
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"Height": 39.9,
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"Test Wt.": 55.2,
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"Yield 2yr avg": 89.4
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}
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},
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{
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"rank": 45,
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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": 80.3,
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"Height": 35,
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"Test Wt.": 53.6,
|
|
"Yield 2yr avg": 90.1
|
|
}
|
|
},
|
|
{
|
|
"rank": 46,
|
|
"brand": "AgriPro",
|
|
"product": "GP 747",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 80.3,
|
|
"Height": 36.2,
|
|
"Test Wt.": 50.7
|
|
}
|
|
},
|
|
{
|
|
"rank": 47,
|
|
"brand": "Dyna-Gro",
|
|
"product": "9593",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 80.1,
|
|
"Height": 36.7,
|
|
"Test Wt.": 54.2
|
|
}
|
|
},
|
|
{
|
|
"rank": 48,
|
|
"brand": "Baird Seed",
|
|
"product": "BW-322",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 80.1,
|
|
"Height": 41.4,
|
|
"Test Wt.": 57.4
|
|
}
|
|
},
|
|
{
|
|
"rank": 49,
|
|
"brand": "KWS Cereals USA",
|
|
"product": "KWS500",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 79.9,
|
|
"Height": 34.5,
|
|
"Test Wt.": 54.2
|
|
}
|
|
},
|
|
{
|
|
"rank": 50,
|
|
"brand": "Kitchen Seed",
|
|
"product": "KSC 420W",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 78.4,
|
|
"Height": 35.8,
|
|
"Test Wt.": 52.2
|
|
}
|
|
},
|
|
{
|
|
"rank": 51,
|
|
"brand": "Bio-Town Seeds",
|
|
"product": "DXW2324",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 78.4,
|
|
"Height": 34.2,
|
|
"Test Wt.": 52.7
|
|
}
|
|
},
|
|
{
|
|
"rank": 52,
|
|
"brand": "KWS Cereals USA",
|
|
"product": "KWS501",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 78.3,
|
|
"Height": 34.8,
|
|
"Test Wt.": 53.4
|
|
}
|
|
},
|
|
{
|
|
"rank": 53,
|
|
"brand": "American Orgainc",
|
|
"product": "Erisman AM",
|
|
"traits": "ST:none",
|
|
"metrics": {
|
|
"Yield": 78.2,
|
|
"Height": 36.2,
|
|
"Test Wt.": 56.5
|
|
}
|
|
},
|
|
{
|
|
"rank": 54,
|
|
"brand": "Hoffman Seed House",
|
|
"product": "H7W30",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 78,
|
|
"Height": 36.1,
|
|
"Test Wt.": 52.1,
|
|
"Yield 2yr avg": 84.1,
|
|
"Yield 3yr avg": 90
|
|
}
|
|
},
|
|
{
|
|
"rank": 55,
|
|
"brand": "FS InSPIRE",
|
|
"product": "FS 617",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 78,
|
|
"Height": 35.7,
|
|
"Test Wt.": 54.5,
|
|
"Yield 2yr avg": 82.3
|
|
}
|
|
},
|
|
{
|
|
"rank": 56,
|
|
"brand": "Virginia Tech",
|
|
"product": "VA19FHB-36",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 77,
|
|
"Height": 37.4,
|
|
"Test Wt.": 55.4,
|
|
"Yield 2yr avg": 82.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 57,
|
|
"brand": "Bio-Town Seeds",
|
|
"product": "D506W",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 76,
|
|
"Height": 36.4,
|
|
"Test Wt.": 50.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 58,
|
|
"brand": "Kitchen Seed",
|
|
"product": "KSC 423",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 75.5,
|
|
"Height": 36.5,
|
|
"Test Wt.": 57.2,
|
|
"Yield 2yr avg": 77
|
|
}
|
|
},
|
|
{
|
|
"rank": 59,
|
|
"brand": "Hoffman Seed House",
|
|
"product": "H7W24",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 75,
|
|
"Height": 34.2,
|
|
"Test Wt.": 58.1
|
|
}
|
|
},
|
|
{
|
|
"rank": 60,
|
|
"brand": "AgriPro",
|
|
"product": "GP 305",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 73.4,
|
|
"Height": 33.9,
|
|
"Test Wt.": 50.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 61,
|
|
"brand": "KWS Cereals USA",
|
|
"product": "KWS529",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 70.9,
|
|
"Height": 33.3,
|
|
"Test Wt.": 51
|
|
}
|
|
},
|
|
{
|
|
"rank": 62,
|
|
"brand": "FS InSPIRE",
|
|
"product": "FS 606",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 70.6,
|
|
"Height": 35.2,
|
|
"Test Wt.": 56.8,
|
|
"Yield 2yr avg": 79.2
|
|
}
|
|
}
|
|
],
|
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"n_results": 62,
|
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"source_urls": [
|
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"https://vt.cropsci.illinois.edu/wp-content/uploads/2024/07/2024-Belleville-Table.xlsx",
|
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"https://vt.cropsci.illinois.edu/wheat/"
|
|
],
|
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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": "2026-06-10T12:15:14.757079+00:00",
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"scraper_version": "0.1.0"
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}
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