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.
909 lines
17 KiB
JSON
909 lines
17 KiB
JSON
{
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"source": "illinois_vt_trials",
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"source_key": "ilvt-wheat-2024-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": 2024,
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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": "2023-10-05",
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"harvested_date": "2024-07-07",
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"row_width": null,
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"latitude": 42.0449444,
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"longitude": -88.46975,
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"results": [
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{
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"rank": 1,
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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": 118.7,
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"Height": 34.5,
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"Test Wt.": 56.6
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}
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},
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{
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"rank": 2,
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"brand": "Kratz Farms LLC",
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"product": "KF 883",
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"traits": "ST:F",
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"metrics": {
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"Yield": 118.6,
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"Height": 34.7,
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"Test Wt.": 56.3
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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 WX24C",
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"traits": "ST:G",
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"metrics": {
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"Yield": 116.9,
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"Height": 34.6,
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"Test Wt.": 56.5
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}
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},
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{
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"rank": 4,
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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": 111.8,
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"Height": 36.4,
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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": 5,
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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": 109.2,
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"Height": 36.8,
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"Test Wt.": 54.9
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}
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},
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{
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"rank": 6,
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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": 109.1,
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"Height": 37.4,
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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": 7,
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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": 108.4,
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"Height": 33.7,
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"Test Wt.": 55.3
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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 597",
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"traits": "ST:G",
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"metrics": {
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"Yield": 108.3,
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"Height": 37.7,
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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": 9,
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"brand": "FS InSPIRE",
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"product": "FS 617",
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"traits": "ST:G",
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"metrics": {
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"Yield": 108.2,
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"Height": 35,
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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": 10,
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"brand": "Green Valley Seed",
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"product": "GV 604",
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"traits": "ST:C",
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"metrics": {
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"Yield": 107.7,
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"Height": 36.7,
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"Test Wt.": 56.5
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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 743",
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"traits": "ST:G",
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"metrics": {
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"Yield": 107.7,
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"Height": 37.7,
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"Test Wt.": 56.7
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}
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},
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{
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"rank": 12,
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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": 107.5,
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"Height": 34.3,
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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": 13,
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"brand": "Kratz Farms LLC",
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"product": "KF 898",
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"traits": "ST:F",
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"metrics": {
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"Yield": 106.8,
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"Height": 37.5,
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"Test Wt.": 56
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}
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},
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{
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"rank": 14,
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"brand": "Green Valley Seed",
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"product": "GV 624",
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"traits": "ST:C",
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"metrics": {
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"Yield": 106.8,
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"Height": 37.5,
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"Test Wt.": 56.5
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}
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},
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{
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"rank": 15,
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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": 106.7,
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"Height": 35.4,
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"Test Wt.": 55.2
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}
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},
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{
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"rank": 16,
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"brand": "Virginia Tech",
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"product": "VA19FHB-36",
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"traits": null,
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"metrics": {
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"Yield": 106.6,
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"Height": 38,
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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": 17,
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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": 106.2,
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"Height": 37.2,
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"Test Wt.": 56.3
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}
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},
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{
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"rank": 18,
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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": 106.1,
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"Height": 37.2,
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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": 19,
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"brand": "Bio-Town Seeds",
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"product": "DXW2324",
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"traits": "ST:C",
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"metrics": {
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"Yield": 106,
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"Height": 35.2,
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"Test Wt.": 55.2
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}
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},
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{
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"rank": 20,
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"brand": "Kitchen Seed",
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"product": "KSC 423",
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"traits": "ST:G",
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"metrics": {
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"Yield": 105.7,
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"Height": 39.1,
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"Test Wt.": 59.3
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}
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},
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{
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"rank": 21,
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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": 105.7,
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"Height": 34.6,
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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": 22,
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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": 105.5,
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"Height": 36,
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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": 23,
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"brand": "AgriMAXX",
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"product": "531",
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"traits": "ST:G",
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"metrics": {
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"Yield": 105.4,
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"Height": 37.2,
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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": 24,
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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": 105.1,
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"Height": 34.4,
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"Test Wt.": 55.1
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}
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},
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{
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"rank": 25,
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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": 104.9,
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"Height": 36.3,
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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": 26,
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"brand": "Dyna-Gro",
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"product": "9593",
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"traits": "ST:G",
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"metrics": {
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"Yield": 104.8,
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"Height": 35.4,
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"Test Wt.": 55
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}
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},
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{
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"rank": 27,
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"brand": "FS InSPIRE",
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"product": "FS 606",
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"traits": "ST:G",
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"metrics": {
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"Yield": 104.5,
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"Height": 38.4,
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"Test Wt.": 59.3
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}
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},
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{
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"rank": 28,
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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": 104.4,
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"Height": 36,
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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": 29,
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"brand": "Kratz Farms LLC",
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"product": "KF 849",
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"traits": "ST:F",
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"metrics": {
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"Yield": 103.8,
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"Height": 36.3,
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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": 30,
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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": 103.8,
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"Height": 36.6,
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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": 31,
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"brand": "Green Valley Seed",
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"product": "GV 6324X",
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"traits": "ST:C",
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"metrics": {
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"Yield": 103.7,
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"Height": 35.6,
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"Test Wt.": 54.9
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}
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},
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{
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"rank": 32,
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"brand": "KWS Cereals USA",
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"product": "KWS529",
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"traits": "ST:C",
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"metrics": {
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"Yield": 103.6,
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"Height": 36.5,
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"Test Wt.": 52.9
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}
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},
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{
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"rank": 33,
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"brand": "Green Valley Seed",
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"product": "GV 6224X",
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"traits": "ST:C",
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"metrics": {
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"Yield": 103.1,
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"Height": 34.3,
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"Test Wt.": 55.1
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}
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},
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{
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"rank": 34,
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"brand": "Kennell",
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"product": "2422",
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"traits": "ST:G",
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"metrics": {
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"Yield": 103,
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"Height": 38.1,
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"Test Wt.": 56.3
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}
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},
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{
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"rank": 35,
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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": 103,
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"Height": 35.7,
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"Test Wt.": 55.2
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}
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},
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{
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"rank": 36,
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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": 103,
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"Height": 36,
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"Test Wt.": 54.9
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}
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},
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{
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"rank": 37,
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"brand": "Albert Lea Seed",
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"product": "801",
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"traits": "ST:none",
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"metrics": {
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"Yield": 102.7,
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"Height": 37.4,
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"Test Wt.": 56.1
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}
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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 WX24A",
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"traits": "ST:G",
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"metrics": {
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"Yield": 102.6,
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"Height": 34.6,
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"Test Wt.": 56.2
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}
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},
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{
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"rank": 39,
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"brand": "Green Valley Seed",
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"product": "GV 652",
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"traits": "ST:C",
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"metrics": {
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"Yield": 102,
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"Height": 36,
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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": 40,
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"brand": "Dyna-Gro",
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"product": "9393",
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"traits": "ST:G",
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"metrics": {
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"Yield": 101.8,
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"Height": 34.3,
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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": 41,
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"brand": "AgriMAXX",
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"product": "503",
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"traits": "ST:G",
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"metrics": {
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"Yield": 101.8,
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"Height": 36.2,
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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": 42,
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"brand": "Green Valley Seed",
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"product": "GV 6124X",
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"traits": "ST:C",
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"metrics": {
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"Yield": 101.7,
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"Height": 35.6,
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"Test Wt.": 54.5
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}
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},
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{
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"rank": 43,
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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": 101.6,
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"Height": 36.3,
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"Test Wt.": 55.2
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}
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},
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{
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"rank": 44,
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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": 101.6,
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"Height": 35,
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"Test Wt.": 55.1
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}
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},
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{
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"rank": 45,
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"brand": "Kratz Farms LLC",
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"product": "KF 831",
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"traits": "ST:F",
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"metrics": {
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"Yield": 101.5,
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"Height": 34.3,
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"Test Wt.": 55
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}
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},
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{
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"rank": 46,
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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": 101.4,
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"Height": 35.8,
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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": 47,
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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": 101.1,
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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": 48,
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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": 100.9,
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"Height": 36.7,
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"Test Wt.": 54.9
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}
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},
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{
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"rank": 49,
|
|
"brand": "AgriPro",
|
|
"product": "GP 305",
|
|
"traits": "ST:C",
|
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"metrics": {
|
|
"Yield": 100.6,
|
|
"Height": 34.5,
|
|
"Test Wt.": 53.1
|
|
}
|
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},
|
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{
|
|
"rank": 50,
|
|
"brand": "Dyna-Gro",
|
|
"product": "9570",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 100.5,
|
|
"Height": 36.9,
|
|
"Test Wt.": 54.3
|
|
}
|
|
},
|
|
{
|
|
"rank": 51,
|
|
"brand": "Kennell",
|
|
"product": "2418",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 100.4,
|
|
"Height": 35.2,
|
|
"Test Wt.": 58
|
|
}
|
|
},
|
|
{
|
|
"rank": 52,
|
|
"brand": "Dyna-Gro",
|
|
"product": "9151",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 100.4,
|
|
"Height": 36,
|
|
"Test Wt.": 56.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 53,
|
|
"brand": "Kennell",
|
|
"product": "2413",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 100.1,
|
|
"Height": 34.1,
|
|
"Test Wt.": 55.1
|
|
}
|
|
},
|
|
{
|
|
"rank": 54,
|
|
"brand": "Pioneer",
|
|
"product": "25R65",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 99.8,
|
|
"Height": 34.9,
|
|
"Test Wt.": 54
|
|
}
|
|
},
|
|
{
|
|
"rank": 55,
|
|
"brand": "AgriMAXX",
|
|
"product": "545",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 99.8,
|
|
"Height": 35.8,
|
|
"Test Wt.": 53.8
|
|
}
|
|
},
|
|
{
|
|
"rank": 56,
|
|
"brand": "Martin Seed",
|
|
"product": "M20",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 99.6,
|
|
"Height": 36.9,
|
|
"Test Wt.": 55.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 57,
|
|
"brand": "Kratz Farms LLC",
|
|
"product": "KF 667",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 99.3,
|
|
"Height": 35.4,
|
|
"Test Wt.": 57.3
|
|
}
|
|
},
|
|
{
|
|
"rank": 58,
|
|
"brand": "Kennell",
|
|
"product": "2342",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 98.8,
|
|
"Height": 35.4,
|
|
"Test Wt.": 57.2
|
|
}
|
|
},
|
|
{
|
|
"rank": 59,
|
|
"brand": "AgriMAXX",
|
|
"product": "525",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 98.5,
|
|
"Height": 35,
|
|
"Test Wt.": 55.4
|
|
}
|
|
},
|
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{
|
|
"rank": 60,
|
|
"brand": "DeRaedt",
|
|
"product": "DeRaedt 47",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 97.9,
|
|
"Height": 36.7,
|
|
"Test Wt.": 57
|
|
}
|
|
},
|
|
{
|
|
"rank": 61,
|
|
"brand": "Kratz Farms LLC",
|
|
"product": "KF 809",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 97.4,
|
|
"Height": 34.7,
|
|
"Test Wt.": 55.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 62,
|
|
"brand": "KWS Cereals USA",
|
|
"product": "KWS500",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 97.2,
|
|
"Height": 34.6,
|
|
"Test Wt.": 54.6
|
|
}
|
|
},
|
|
{
|
|
"rank": 63,
|
|
"brand": "Kratz Farms LLC",
|
|
"product": "KF 819",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 97.2,
|
|
"Height": 33.6,
|
|
"Test Wt.": 52.7
|
|
}
|
|
},
|
|
{
|
|
"rank": 64,
|
|
"brand": "Kitchen Seed",
|
|
"product": "KSC 420W",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 96.9,
|
|
"Height": 35.6,
|
|
"Test Wt.": 56
|
|
}
|
|
},
|
|
{
|
|
"rank": 65,
|
|
"brand": "KWS Cereals USA",
|
|
"product": "KWS501",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 96.6,
|
|
"Height": 35.5,
|
|
"Test Wt.": 54.3
|
|
}
|
|
},
|
|
{
|
|
"rank": 66,
|
|
"brand": "KWS Cereals USA",
|
|
"product": "KWS508",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 96.5,
|
|
"Height": 36.1,
|
|
"Test Wt.": 54.5
|
|
}
|
|
},
|
|
{
|
|
"rank": 67,
|
|
"brand": "American Organic",
|
|
"product": "Erisman AM",
|
|
"traits": "ST:none",
|
|
"metrics": {
|
|
"Yield": 96.5,
|
|
"Height": 35.7,
|
|
"Test Wt.": 57.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 68,
|
|
"brand": "Dyna-Gro",
|
|
"product": "9533",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 96.2,
|
|
"Height": 33.7,
|
|
"Test Wt.": 52
|
|
}
|
|
},
|
|
{
|
|
"rank": 69,
|
|
"brand": "Martin Seed",
|
|
"product": "M22",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 96,
|
|
"Height": 36.8,
|
|
"Test Wt.": 56.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 70,
|
|
"brand": "AgriPro",
|
|
"product": "GP 747",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 96,
|
|
"Height": 37.6,
|
|
"Test Wt.": 51.4
|
|
}
|
|
},
|
|
{
|
|
"rank": 71,
|
|
"brand": "Dyna-Gro",
|
|
"product": "9172",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 95.8,
|
|
"Height": 35.2,
|
|
"Test Wt.": 54.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 72,
|
|
"brand": "KWS Cereals USA",
|
|
"product": "KWS525",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 94.1,
|
|
"Height": 34.5,
|
|
"Test Wt.": 55.6
|
|
}
|
|
},
|
|
{
|
|
"rank": 73,
|
|
"brand": "FS InSPIRE",
|
|
"product": "FS 624",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 94.1,
|
|
"Height": 37.9,
|
|
"Test Wt.": 56.5
|
|
}
|
|
},
|
|
{
|
|
"rank": 74,
|
|
"brand": "Baird Seed",
|
|
"product": "BW-322",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 93.1,
|
|
"Height": 41.4,
|
|
"Test Wt.": 58.4
|
|
}
|
|
},
|
|
{
|
|
"rank": 75,
|
|
"brand": "AgriMAXX",
|
|
"product": "EXP 2314",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 92.6,
|
|
"Height": 37.1,
|
|
"Test Wt.": 54.3
|
|
}
|
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},
|
|
{
|
|
"rank": 76,
|
|
"brand": "Bio-Town Seeds",
|
|
"product": "D506W",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 92.2,
|
|
"Height": 34.6,
|
|
"Test Wt.": 53.9
|
|
}
|
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},
|
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{
|
|
"rank": 77,
|
|
"brand": "AgriMAXX",
|
|
"product": "498",
|
|
"traits": "ST:G",
|
|
"metrics": {
|
|
"Yield": 92,
|
|
"Height": 38,
|
|
"Test Wt.": 54
|
|
}
|
|
},
|
|
{
|
|
"rank": 78,
|
|
"brand": "AgriPro",
|
|
"product": "GP 463",
|
|
"traits": "ST:C",
|
|
"metrics": {
|
|
"Yield": 90.7,
|
|
"Height": 35.8,
|
|
"Test Wt.": 54.8
|
|
}
|
|
},
|
|
{
|
|
"rank": 79,
|
|
"brand": "Langdon Brothers Seed",
|
|
"product": "LB1936",
|
|
"traits": "ST:F",
|
|
"metrics": {
|
|
"Yield": 89.4,
|
|
"Height": 35.4,
|
|
"Test Wt.": 53.8
|
|
}
|
|
}
|
|
],
|
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"n_results": 79,
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"source_urls": [
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"https://vt.cropsci.illinois.edu/wp-content/uploads/2024/07/2024-north-region-table-final.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": "2026-06-10T12:15:12.794578+00:00",
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