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.
816 lines
16 KiB
JSON
816 lines
16 KiB
JSON
{
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"source": "ohio_ocpt_trials",
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"source_key": "ocpt-soybeans-2025-north-late",
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"data_type": "trial",
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"vendor": "The Ohio State University",
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"brand_aggregator": "Ohio Corn/Soybean Performance Test publishes",
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"brand": "Ohio Crop Performance Test",
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"crop": "soybeans",
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"state": "OH",
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"state_abbrev": "oh",
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"year": 2025,
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"region": "North",
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"site": "late maturity",
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"cooperator": "N1=Henry Co.; N2=Sandusky Co.",
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"county": null,
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"soil_type": null,
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"previous_crop": null,
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"tillage": null,
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"table_label": "TABLE 4: The 2025 Ohio Soybean Performance Trials, North Region - Late Varieties (RM 3.2-3.9)",
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"results": [
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{
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"rank": 1,
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"brand": "Asgrow",
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"product": "AG36XF4",
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"traits": "XF",
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"metrics": {
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"RM": 3.6,
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"Yield N1": 81.6,
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"Yield N2": 66.3,
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"Yield": 74,
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"Yield 2yr Mean": 59.4
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}
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},
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{
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"rank": 2,
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"brand": "Xitavo",
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"product": "XO 3555E",
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"traits": "EN",
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"metrics": {
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"RM": 3.5,
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"Yield N1": 79,
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"Yield N2": 68.4,
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"Yield": 73.7,
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"Yield 2yr Mean": 62.8
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}
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},
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{
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"rank": 3,
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"brand": "Viking|Blue River",
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"product": "32B6",
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"traits": "CV",
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"metrics": {
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"RM": 3.2,
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"Yield N1": 80.2,
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"Yield N2": 66.7,
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"Yield": 73.5
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}
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},
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{
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"rank": 4,
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"brand": "Shur Grow",
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"product": "SG3300E3",
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"traits": "EN",
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"metrics": {
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"RM": 3.3,
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"Yield N1": 77.4,
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"Yield N2": 68.7,
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"Yield": 73.1
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}
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},
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{
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"rank": 5,
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"brand": "Asgrow",
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"product": "AG35XF5",
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"traits": "XF",
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"metrics": {
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"RM": 3.5,
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"Yield N1": 80.5,
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"Yield N2": 65.2,
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"Yield": 72.9
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}
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},
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{
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"rank": 6,
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"brand": "Axis Seed",
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"product": "3605XF",
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"traits": "XF",
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"metrics": {
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"RM": 3.6,
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"Yield N1": 79.4,
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"Yield N2": 65.2,
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"Yield": 72.3,
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"Yield 2yr Mean": 61.6
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}
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},
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{
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"rank": 7,
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"brand": "Seed Consultants, Inc.",
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"product": "SC7364ETM",
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"traits": "EN",
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"metrics": {
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"RM": 3.6,
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"Yield N1": 77.7,
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"Yield N2": 66.9,
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"Yield": 72.3,
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"Yield 2yr Mean": 61.1
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}
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},
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{
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"rank": 8,
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"brand": "Asgrow",
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"product": "AG39XF3",
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"traits": "XF",
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"metrics": {
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"RM": 3.9,
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"Yield N1": 78,
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"Yield N2": 66.2,
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"Yield": 72.1,
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"Yield 2yr Mean": 59.7
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}
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},
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{
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"rank": 9,
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"brand": "DonMario",
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"product": "DM38E54",
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"traits": "EN",
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"metrics": {
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"RM": 3.8,
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"Yield N1": 77.4,
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"Yield N2": 66.6,
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"Yield": 72,
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"Yield 2yr Mean": 60
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}
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},
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{
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"rank": 10,
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"brand": "Seedway",
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"product": "SX 3305E3",
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"traits": "EN",
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"metrics": {
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"RM": 3.3,
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"Yield N1": 76.5,
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"Yield N2": 66.8,
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"Yield": 71.7
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}
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},
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{
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"rank": 11,
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"brand": "DonMario",
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"product": "DM33E55",
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"traits": "EN",
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"metrics": {
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"RM": 3.3,
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"Yield N1": 80.9,
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"Yield N2": 62.3,
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"Yield": 71.6
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}
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},
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{
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"rank": 12,
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"brand": "Ebberts Field Seeds",
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"product": "E3302 E3",
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"traits": "EN",
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"metrics": {
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"RM": 3.3,
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"Yield N1": 78.4,
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"Yield N2": 64.6,
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"Yield": 71.5
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}
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},
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{
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"rank": 13,
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"brand": "Seed Consultants, Inc.",
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"product": "SC7375ETM",
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"traits": "EN",
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"metrics": {
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"RM": 3.7,
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"Yield N1": 75.5,
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"Yield N2": 67.5,
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"Yield": 71.5,
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"Yield 2yr Mean": 61.5
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}
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},
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{
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"rank": 14,
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"brand": "Xitavo",
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"product": "XO 3224E",
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"traits": "EN",
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"metrics": {
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"RM": 3.2,
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"Yield N1": 75.8,
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"Yield N2": 67.1,
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"Yield": 71.5,
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"Yield 2yr Mean": 61.1
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}
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},
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{
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"rank": 15,
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"brand": "Xitavo",
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"product": "XO 3456E",
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"traits": "EN",
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"metrics": {
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"RM": 3.4,
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"Yield N1": 76.7,
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"Yield N2": 66.1,
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"Yield": 71.4
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}
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},
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{
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"rank": 16,
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"brand": "Ebberts Field Seeds",
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"product": "E3880 E3",
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"traits": "EN",
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"metrics": {
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"RM": 3.8,
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"Yield N1": 76.5,
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"Yield N2": 66.2,
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"Yield": 71.4,
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"Yield 2yr Mean": 64.1
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}
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},
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{
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"rank": 17,
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"brand": "Seedway",
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"product": "SG 3323E3",
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"traits": "EN",
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"metrics": {
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"RM": 3.3,
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"Yield N1": 76,
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"Yield N2": 66.5,
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"Yield": 71.3,
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"Yield 2yr Mean": 61.5
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}
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},
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{
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"rank": 18,
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"brand": "Axis Seed",
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"product": "3406E",
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"traits": "EN",
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"metrics": {
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"RM": 3.4,
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"Yield N1": 77,
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"Yield N2": 65.3,
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"Yield": 71.2
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}
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},
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{
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"rank": 19,
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"brand": "Seed Consultants, Inc.",
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"product": "SC7355ETM",
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"traits": "EN",
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"metrics": {
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"RM": 3.5,
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"Yield N1": 76.5,
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"Yield N2": 65.8,
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"Yield": 71.2,
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"Yield 2yr Mean": 60.1
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}
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},
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{
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"rank": 20,
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"brand": "Dyna-Gro",
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"product": "S33ES76",
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"traits": "EN",
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"metrics": {
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"RM": 3.3,
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"Yield N1": 77.7,
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"Yield N2": 64.5,
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"Yield": 71.1
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}
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},
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{
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"rank": 21,
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"brand": "Shur Grow",
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"product": "SG3784E3",
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"traits": "EN",
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"metrics": {
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"RM": 3.7,
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"Yield N1": 76.3,
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"Yield N2": 65.9,
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"Yield": 71.1
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}
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},
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{
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"rank": 22,
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"brand": "Seed Genetics Direct",
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"product": "ET-4736E3",
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"traits": "EN",
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"metrics": {
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"RM": 3.6,
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"Yield N1": 75.3,
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"Yield N2": 66.8,
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"Yield": 71.1,
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"Yield 2yr Mean": 58.5
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}
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},
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{
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"rank": 23,
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"brand": "Axis Seed",
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"product": "3314E",
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"traits": "EN",
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"metrics": {
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"RM": 3.3,
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"Yield N1": 78,
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"Yield N2": 63.6,
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"Yield": 70.8,
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"Yield 2yr Mean": 60.5
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}
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},
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{
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"rank": 24,
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"brand": "Ebberts Field Seeds",
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"product": "E3590 E3",
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"traits": "EN",
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"metrics": {
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"RM": 3.5,
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"Yield N1": 76.3,
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"Yield N2": 65.1,
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"Yield": 70.7
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}
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},
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{
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"rank": 25,
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"brand": "Gro Mor",
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"product": "GM 32E96",
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"traits": "EN",
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"metrics": {
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"RM": 3.2,
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"Yield N1": 77.6,
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"Yield N2": 63.7,
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"Yield": 70.7
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}
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},
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{
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"rank": 26,
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"brand": "Asgrow",
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"product": "AG33XF3",
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"traits": "XF",
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"metrics": {
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"RM": 3.3,
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"Yield N1": 76.5,
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"Yield N2": 64.7,
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"Yield": 70.6,
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"Yield 2yr Mean": 57.7
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}
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},
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{
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"rank": 27,
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"brand": "GROWMARK, INC.",
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"product": "HS 36F40",
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"traits": "XF",
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"metrics": {
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"RM": 3.6,
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"Yield N1": 77.7,
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"Yield N2": 63.5,
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"Yield": 70.6,
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"Yield 2yr Mean": 62.5
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}
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},
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{
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"rank": 28,
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"brand": "Seed Genetics Direct",
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"product": "ET-4732E3",
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"traits": "EN",
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"metrics": {
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"RM": 3.2,
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"Yield N1": 75.8,
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"Yield N2": 65.4,
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"Yield": 70.6,
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"Yield 2yr Mean": 61.2
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}
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},
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{
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"rank": 29,
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"brand": "Ebberts Field Seeds",
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"product": "E3690 E3",
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"traits": "EN",
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"metrics": {
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"RM": 3.6,
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"Yield N1": 74.5,
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"Yield N2": 66.6,
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"Yield": 70.6,
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"Yield 2yr Mean": 62.3
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}
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},
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{
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"rank": 30,
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"brand": "GROWMARK, INC.",
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"product": "HS 37E40",
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"traits": "EN",
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"metrics": {
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"RM": 3.7,
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"Yield N1": 74.8,
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"Yield N2": 66,
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"Yield": 70.4,
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"Yield 2yr Mean": 61.7
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}
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},
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{
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"rank": 31,
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"brand": "Gro Mor",
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"product": "GM 33E03",
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"traits": "EN",
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"metrics": {
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"RM": 3.3,
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"Yield N1": 76.4,
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"Yield N2": 64.3,
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"Yield": 70.4
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}
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},
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{
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"rank": 32,
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"brand": "Great Heart Seed Co.",
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"product": "GT-3470ES",
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"traits": "EN",
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"metrics": {
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"RM": 3.4,
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"Yield N1": 75.1,
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"Yield N2": 65.5,
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"Yield": 70.3
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}
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},
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{
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"rank": 33,
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"brand": "Shur Grow",
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"product": "SG3933E3S",
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"traits": "EN",
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"metrics": {
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"RM": 3.9,
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"Yield N1": 76.6,
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"Yield N2": 63.9,
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"Yield": 70.3
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}
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},
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{
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"rank": 34,
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"brand": "Shur Grow",
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"product": "SG3500E3",
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"traits": "EN",
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"metrics": {
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"RM": 3.5,
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"Yield N1": 74.8,
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"Yield N2": 65.6,
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"Yield": 70.2
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}
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},
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{
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"rank": 35,
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"brand": "Seed Genetics Direct",
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"product": "ET-5734E3",
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"traits": "EN",
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"metrics": {
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"RM": 3.4,
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"Yield N1": 77.7,
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"Yield N2": 62.4,
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"Yield": 70.1
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}
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},
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{
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"rank": 36,
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"brand": "Viking|Blue River",
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"product": "3418N",
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"traits": "CV",
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"metrics": {
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"RM": 3.4,
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"Yield N1": 74.5,
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"Yield N2": 65.6,
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"Yield": 70.1,
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"Yield 2yr Mean": 59.4
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}
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},
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{
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"rank": 37,
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"brand": "GROWMARK, INC.",
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"product": "HS 35E50",
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"traits": "EN",
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"metrics": {
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"RM": 3.5,
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"Yield N1": 74.9,
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"Yield N2": 65.1,
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"Yield": 70
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}
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},
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{
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"rank": 38,
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"brand": "GROWMARK, INC.",
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"product": "HS 34F30",
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"traits": "XF",
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"metrics": {
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"RM": 3.4,
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"Yield N1": 73.2,
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"Yield N2": 66.5,
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"Yield": 69.9,
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"Yield 2yr Mean": 59.4
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}
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},
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{
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"rank": 39,
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"brand": "Seed Genetics Direct",
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"product": "ET-0733E3",
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"traits": "EN",
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"metrics": {
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"RM": 3.3,
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"Yield N1": 77.1,
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"Yield N2": 62.5,
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"Yield": 69.8,
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"Yield 2yr Mean": 58.4
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}
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},
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{
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"rank": 40,
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"brand": "DonMario",
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"product": "DM36E94",
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"traits": "EN",
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"metrics": {
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"RM": 3.6,
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"Yield N1": 74.9,
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"Yield N2": 64.5,
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"Yield": 69.7,
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"Yield 2yr Mean": 59.5
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}
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},
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{
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"rank": 41,
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"brand": "GROWMARK, INC.",
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"product": "HS 34E40",
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"traits": "EN",
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"metrics": {
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"RM": 3.4,
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"Yield N1": 73.8,
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"Yield N2": 65,
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"Yield": 69.4,
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"Yield 2yr Mean": 62
|
|
}
|
|
},
|
|
{
|
|
"rank": 42,
|
|
"brand": "Great Heart Seed Co.",
|
|
"product": "GT-3337ES",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.3,
|
|
"Yield N1": 75.9,
|
|
"Yield N2": 62.7,
|
|
"Yield": 69.3
|
|
}
|
|
},
|
|
{
|
|
"rank": 43,
|
|
"brand": "Shur Grow",
|
|
"product": "CT3896E3S",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.8,
|
|
"Yield N1": 74.4,
|
|
"Yield N2": 64,
|
|
"Yield": 69.2
|
|
}
|
|
},
|
|
{
|
|
"rank": 44,
|
|
"brand": "Confluence Genetics",
|
|
"product": "BH35A233",
|
|
"traits": "CV",
|
|
"metrics": {
|
|
"RM": 3.5,
|
|
"Yield N1": 75.7,
|
|
"Yield N2": 62.5,
|
|
"Yield": 69.1,
|
|
"Yield 2yr Mean": 58.3
|
|
}
|
|
},
|
|
{
|
|
"rank": 45,
|
|
"brand": "Shur Grow",
|
|
"product": "CT3385E3S",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.3,
|
|
"Yield N1": 74.9,
|
|
"Yield N2": 62.8,
|
|
"Yield": 68.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 46,
|
|
"brand": "Axis Seed",
|
|
"product": "3303XF",
|
|
"traits": "XF",
|
|
"metrics": {
|
|
"RM": 3.3,
|
|
"Yield N1": 75.9,
|
|
"Yield N2": 61.4,
|
|
"Yield": 68.7
|
|
}
|
|
},
|
|
{
|
|
"rank": 47,
|
|
"brand": "Seed Consultants, Inc.",
|
|
"product": "SC7326ETM",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.2,
|
|
"Yield N1": 73.1,
|
|
"Yield N2": 64.2,
|
|
"Yield": 68.7
|
|
}
|
|
},
|
|
{
|
|
"rank": 48,
|
|
"brand": "Xitavo",
|
|
"product": "XO 3705E",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.7,
|
|
"Yield N1": 77,
|
|
"Yield N2": 60.3,
|
|
"Yield": 68.7
|
|
}
|
|
},
|
|
{
|
|
"rank": 49,
|
|
"brand": "Axis Seed",
|
|
"product": "3616E",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.6,
|
|
"Yield N1": 72.5,
|
|
"Yield N2": 64.5,
|
|
"Yield": 68.5
|
|
}
|
|
},
|
|
{
|
|
"rank": 50,
|
|
"brand": "GROWMARK, INC.",
|
|
"product": "HS 32F50",
|
|
"traits": "XF",
|
|
"metrics": {
|
|
"RM": 3.2,
|
|
"Yield N1": 75,
|
|
"Yield N2": 61.6,
|
|
"Yield": 68.3
|
|
}
|
|
},
|
|
{
|
|
"rank": 51,
|
|
"brand": "Ebberts Field Seeds",
|
|
"product": "E3301 E3",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.3,
|
|
"Yield N1": 72.4,
|
|
"Yield N2": 63.9,
|
|
"Yield": 68.2
|
|
}
|
|
},
|
|
{
|
|
"rank": 52,
|
|
"brand": "Golden Harvest",
|
|
"product": "GH3355E3S",
|
|
"traits": "EN, STS",
|
|
"metrics": {
|
|
"RM": 3.3,
|
|
"Yield N1": 73.5,
|
|
"Yield N2": 62.2,
|
|
"Yield": 67.9,
|
|
"Yield 2yr Mean": 58.2
|
|
}
|
|
},
|
|
{
|
|
"rank": 53,
|
|
"brand": "Gro Mor",
|
|
"product": "GM 35E76",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.5,
|
|
"Yield N1": 71.4,
|
|
"Yield N2": 64.3,
|
|
"Yield": 67.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 54,
|
|
"brand": "Xitavo",
|
|
"product": "XO 3375E",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.3,
|
|
"Yield N1": 74.4,
|
|
"Yield N2": 61.3,
|
|
"Yield": 67.9,
|
|
"Yield 2yr Mean": 59.1
|
|
}
|
|
},
|
|
{
|
|
"rank": 55,
|
|
"brand": "NK Seeds",
|
|
"product": "NK38-B5E3S",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.8,
|
|
"Yield N1": 73.7,
|
|
"Yield N2": 61.4,
|
|
"Yield": 67.6
|
|
}
|
|
},
|
|
{
|
|
"rank": 56,
|
|
"brand": "NK Seeds",
|
|
"product": "NK34-P4E3S",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.4,
|
|
"Yield N1": 73.9,
|
|
"Yield N2": 60.5,
|
|
"Yield": 67.2
|
|
}
|
|
},
|
|
{
|
|
"rank": 57,
|
|
"brand": "Xitavo",
|
|
"product": "XO 3655E",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.6,
|
|
"Yield N1": 73.2,
|
|
"Yield N2": 61.2,
|
|
"Yield": 67.2,
|
|
"Yield 2yr Mean": 54.5
|
|
}
|
|
},
|
|
{
|
|
"rank": 58,
|
|
"brand": "Seed Genetics Direct",
|
|
"product": "ET-5735E3",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.5,
|
|
"Yield N1": 71.3,
|
|
"Yield N2": 61.8,
|
|
"Yield": 66.6
|
|
}
|
|
},
|
|
{
|
|
"rank": 59,
|
|
"brand": "Axis Seed",
|
|
"product": "3525E",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.5,
|
|
"Yield N1": 72.5,
|
|
"Yield N2": 60.2,
|
|
"Yield": 66.4,
|
|
"Yield 2yr Mean": 54.3
|
|
}
|
|
},
|
|
{
|
|
"rank": 60,
|
|
"brand": "Shur Grow",
|
|
"product": "CT3604E3S",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.6,
|
|
"Yield N1": 71.2,
|
|
"Yield N2": 61.2,
|
|
"Yield": 66.2
|
|
}
|
|
},
|
|
{
|
|
"rank": 61,
|
|
"brand": "GROWMARK, INC.",
|
|
"product": "HS 33E50",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.3,
|
|
"Yield N1": 72.2,
|
|
"Yield N2": 59.6,
|
|
"Yield": 65.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 62,
|
|
"brand": "Axis Seed",
|
|
"product": "3514ES",
|
|
"traits": "EN",
|
|
"metrics": {
|
|
"RM": 3.5,
|
|
"Yield N1": 73,
|
|
"Yield N2": 58.5,
|
|
"Yield": 65.8,
|
|
"Yield 2yr Mean": 55.9
|
|
}
|
|
},
|
|
{
|
|
"rank": 63,
|
|
"brand": "Confluence Genetics",
|
|
"product": "N35D950S",
|
|
"traits": "CV",
|
|
"metrics": {
|
|
"RM": 3.5,
|
|
"Yield N1": 70.1,
|
|
"Yield N2": 55.7,
|
|
"Yield": 62.9,
|
|
"Yield 2yr Mean": 57.6
|
|
}
|
|
}
|
|
],
|
|
"n_results": 63,
|
|
"tos_note": "© OSU on the report; explicit no-endorsement clause; public CFAES extension publication; attribute Ohio Corn/Soybean Performance Test, OSU CFAES.",
|
|
"source_urls": [
|
|
"https://ohiocroptest.cfaes.osu.edu/soy2025/2025OCJwithproteinandoil.pdf"
|
|
],
|
|
"fetched_at": "2026-06-10T12:27:33.672610+00:00",
|
|
"scraper_version": "0.1.0"
|
|
}
|