{
 "name": "tollblenders.com US Blending Market Series",
 "title": "US Blending Market Series",
 "url": "https://tollblenders.com/datasets/us-blending-market-series/",
 "csv": "https://tollblenders.com/datasets/us-blending-market-series.csv",
 "markdown": "https://tollblenders.com/datasets/us-blending-market-series/index.md",
 "computed_at": "2026-10-28",
 "license": "https://tollblenders.com/terms",
 "headline": "The US Blending Market Series carries 10 published figures read from 3 sources' own pages, from 0.20 to 76.30 percent, read 12 October 2026.",
 "quotes": [
  "The US Blending Market Series carries 10 published figures read from 3 sources' own pages, from 0.20 to 76.30 percent, read 12 October 2026.",
  "3 of the 8 named sources read in full publish a figure; 5 publish none, read 12 October 2026.",
  "US Blending Market Series, series PPI final demand, 12-month change to July 2026: median 4.70 percent across 1 source, read 12 October 2026.",
  "US Blending Market Series, series PPI final demand, monthly change August 2026: median 0.40 percent across 1 source, read 12 October 2026.",
  "US Blending Market Series, series PPI final demand, 12-month change to August 2026: median 5.40 percent across 2 sources, read 12 October 2026.",
  "US Blending Market Series, series industrial production, monthly change July 2026: median 0.20 percent across 1 source, read 12 October 2026.",
  "US Blending Market Series, series industrial production, 12-month change July 2026: median 1.10 percent across 1 source, read 12 October 2026.",
  "US Blending Market Series, series manufacturing capacity utilisation: median 76.30 percent across 1 source, read 12 October 2026.",
  "US Blending Market Series, series PPI stage 2 intermediate demand, 12-month change to August 2026: median 9.70 percent across 1 source, read 12 October 2026.",
  "US Blending Market Series, series PPI stage 1 intermediate demand, monthly change August 2026: median 1.40 percent across 1 source, read 12 October 2026.",
  "US Blending Market Series, series PPI stage 1 intermediate demand, 12-month change to August 2026: median 11.30 percent across 1 source, read 12 October 2026."
 ],
 "citation": "\"tollblenders.com US Blending Market Series\", updated 2026-10-28, https://tollblenders.com/datasets/us-blending-market-series/.",
 "changed_since": null,
 "national": {
  "unit": "%",
  "n": 10,
  "median": 5.050000000000001,
  "min": 0.2,
  "max": 76.3,
  "p25": 0.925,
  "p75": 10.1,
  "mean": 11.59,
  "units": {
   "%": 10
  },
  "published_sources": 3,
  "named_sources": 8,
  "read_sources": 8,
  "not_published": 5,
  "published_share": 0.375
 },
 "by_axis": {
  "series": {
   "PPI final demand, 12-month change to July 2026": {
    "%": {
     "n": 1,
     "median": 4.7,
     "min": 4.7,
     "max": 4.7,
     "p25": 4.7,
     "p75": 4.7,
     "mean": 4.7
    }
   },
   "PPI final demand, monthly change August 2026": {
    "%": {
     "n": 1,
     "median": 0.4,
     "min": 0.4,
     "max": 0.4,
     "p25": 0.4,
     "p75": 0.4,
     "mean": 0.4
    }
   },
   "PPI final demand, 12-month change to August 2026": {
    "%": {
     "n": 2,
     "median": 5.4,
     "min": 5.4,
     "max": 5.4,
     "p25": null,
     "p75": null,
     "mean": 5.4
    }
   },
   "industrial production, monthly change July 2026": {
    "%": {
     "n": 1,
     "median": 0.2,
     "min": 0.2,
     "max": 0.2,
     "p25": 0.2,
     "p75": 0.2,
     "mean": 0.2
    }
   },
   "industrial production, 12-month change July 2026": {
    "%": {
     "n": 1,
     "median": 1.1,
     "min": 1.1,
     "max": 1.1,
     "p25": 1.1,
     "p75": 1.1,
     "mean": 1.1
    }
   },
   "manufacturing capacity utilisation": {
    "%": {
     "n": 1,
     "median": 76.3,
     "min": 76.3,
     "max": 76.3,
     "p25": 76.3,
     "p75": 76.3,
     "mean": 76.3
    }
   },
   "PPI stage 2 intermediate demand, 12-month change to August 2026": {
    "%": {
     "n": 1,
     "median": 9.7,
     "min": 9.7,
     "max": 9.7,
     "p25": 9.7,
     "p75": 9.7,
     "mean": 9.7
    }
   },
   "PPI stage 1 intermediate demand, monthly change August 2026": {
    "%": {
     "n": 1,
     "median": 1.4,
     "min": 1.4,
     "max": 1.4,
     "p25": 1.4,
     "p75": 1.4,
     "mean": 1.4
    }
   },
   "PPI stage 1 intermediate demand, 12-month change to August 2026": {
    "%": {
     "n": 1,
     "median": 11.3,
     "min": 11.3,
     "max": 11.3,
     "p25": 11.3,
     "p75": 11.3,
     "mean": 11.3
    }
   }
  }
 },
 "rows": [
  {
   "source": "BLS - Producer Price Index home",
   "url": "https://www.bls.gov/ppi/",
   "figure": "4.7 percent",
   "value": 4.7,
   "unit": "%",
   "vat": null,
   "axis": {
    "series": "PPI final demand, 12-month change to July 2026"
   },
   "retrieved_at": "2026-10-10",
   "quote": "The Producer Price Index for final demand increased 4.7 percent for the 12 months ended in July 2026.",
   "source_class": "primary-government",
   "text_sha256": "2cec43c6212254d80c52b90dc60975a1220a92cd6b2a958d211083e6bcb3d8ff"
  },
  {
   "source": "BLS - Producer Price Index news release summary",
   "url": "https://www.bls.gov/news.release/ppi.nr0.htm",
   "figure": "0.4 percent",
   "value": 0.4,
   "unit": "%",
   "vat": null,
   "axis": {
    "series": "PPI final demand, monthly change August 2026"
   },
   "retrieved_at": "2026-10-12",
   "quote": "The Producer Price Index for final demand moved up 0.4 percent in August, seasonally adjusted,",
   "source_class": "primary-government",
   "text_sha256": "9fa324ce50f8ede4f4e1f1e015441e141ec640ab064168d845a4c2331ce7fe84"
  },
  {
   "source": "BLS - Producer Price Index news release summary",
   "url": "https://www.bls.gov/news.release/ppi.nr0.htm",
   "figure": "5.4 percent",
   "value": 5.4,
   "unit": "%",
   "vat": null,
   "axis": {
    "series": "PPI final demand, 12-month change to August 2026"
   },
   "retrieved_at": "2026-10-12",
   "quote": "demand increased 5.4 percent for the 12 months ended in August.",
   "source_class": "primary-government",
   "text_sha256": "9fa324ce50f8ede4f4e1f1e015441e141ec640ab064168d845a4c2331ce7fe84"
  },
  {
   "source": "Federal Reserve - G.17 current release (PDF)",
   "url": "https://www.federalreserve.gov/releases/g17/current/g17.pdf",
   "figure": "0.2 percent",
   "value": 0.2,
   "unit": "%",
   "vat": null,
   "axis": {
    "series": "industrial production, monthly change July 2026"
   },
   "retrieved_at": "2026-10-12",
   "quote": "Industrial production (IP) and manufacturing production each grew 0.2 percent in July after growing",
   "source_class": "primary-government",
   "text_sha256": ""
  },
  {
   "source": "Federal Reserve - G.17 current release (PDF)",
   "url": "https://www.federalreserve.gov/releases/g17/current/g17.pdf",
   "figure": "1.1 percent",
   "value": 1.1,
   "unit": "%",
   "vat": null,
   "axis": {
    "series": "industrial production, 12-month change July 2026"
   },
   "retrieved_at": "2026-10-12",
   "quote": "its 2017 average, total IP in July was 1.1 percent above its year-earlier level.",
   "source_class": "primary-government",
   "text_sha256": ""
  },
  {
   "source": "Federal Reserve - G.17 current release (PDF)",
   "url": "https://www.federalreserve.gov/releases/g17/current/g17.pdf",
   "figure": "76.3 percent",
   "value": 76.3,
   "unit": "%",
   "vat": null,
   "axis": {
    "series": "manufacturing capacity utilisation"
   },
   "retrieved_at": "2026-10-12",
   "quote": "76.3 percent, a rate that is 3.1 percentage points below its long-run (1972–2025) average.",
   "source_class": "primary-government",
   "text_sha256": ""
  },
  {
   "source": "BLS - Producer Price Index home",
   "url": "https://www.bls.gov/ppi/",
   "figure": "5.4 percent",
   "value": 5.4,
   "unit": "%",
   "vat": null,
   "axis": {
    "series": "PPI final demand, 12-month change to August 2026"
   },
   "retrieved_at": "2026-10-10",
   "quote": "The Producer Price Index for final demand increased 5.4 percent for the 12 months ended in August 2026.",
   "source_class": "primary-government",
   "text_sha256": "2cec43c6212254d80c52b90dc60975a1220a92cd6b2a958d211083e6bcb3d8ff"
  },
  {
   "source": "BLS - Producer Price Index news release summary",
   "url": "https://www.bls.gov/news.release/ppi.nr0.htm",
   "figure": "9.7 percent",
   "value": 9.7,
   "unit": "%",
   "vat": null,
   "axis": {
    "series": "PPI stage 2 intermediate demand, 12-month change to August 2026"
   },
   "retrieved_at": "2026-10-12",
   "quote": "prices for stage 2 intermediate demand jumped 9.7 percent.",
   "source_class": "primary-government",
   "text_sha256": "9fa324ce50f8ede4f4e1f1e015441e141ec640ab064168d845a4c2331ce7fe84"
  },
  {
   "source": "BLS - Producer Price Index news release summary",
   "url": "https://www.bls.gov/news.release/ppi.nr0.htm",
   "figure": "1.4 percent",
   "value": 1.4,
   "unit": "%",
   "vat": null,
   "axis": {
    "series": "PPI stage 1 intermediate demand, monthly change August 2026"
   },
   "retrieved_at": "2026-10-12",
   "quote": "Stage 1 intermediate demand: The index for stage 1 intermediate demand increased 1.4 percent in",
   "source_class": "primary-government",
   "text_sha256": "9fa324ce50f8ede4f4e1f1e015441e141ec640ab064168d845a4c2331ce7fe84"
  },
  {
   "source": "BLS - Producer Price Index news release summary",
   "url": "https://www.bls.gov/news.release/ppi.nr0.htm",
   "figure": "11.3 percent",
   "value": 11.3,
   "unit": "%",
   "vat": null,
   "axis": {
    "series": "PPI stage 1 intermediate demand, 12-month change to August 2026"
   },
   "retrieved_at": "2026-10-12",
   "quote": "for stage 1 intermediate demand advanced 11.3 percent.",
   "source_class": "primary-government",
   "text_sha256": "9fa324ce50f8ede4f4e1f1e015441e141ec640ab064168d845a4c2331ce7fe84"
  }
 ],
 "not_published": [
  {
   "source": "Census - about the Annual Survey of Manufactures",
   "url": "https://www.census.gov/programs-surveys/asm/about.html",
   "retrieved_at": "2026-10-12",
   "reason": "read in full and no accepted figure on the page"
  },
  {
   "source": "Census - Annual Survey of Manufactures API data set",
   "url": "https://www.census.gov/data/developers/data-sets/Annual-Survey-of-Manufactures.html",
   "retrieved_at": "2026-10-12",
   "reason": "every candidate on the page was refused"
  },
  {
   "source": "Census - NAICS 3259 other chemical product and preparation manufacturing profile",
   "url": "https://data.census.gov/profile/3259_-_Other_chemical_product_and_preparation_manufacturing?codeset=naics~3259",
   "retrieved_at": "2026-10-12",
   "reason": "read in full and no accepted figure on the page"
  },
  {
   "source": "Federal Reserve - G.17 industrial production and capacity utilization",
   "url": "https://www.federalreserve.gov/releases/g17/",
   "retrieved_at": "2026-10-12",
   "reason": "read in full and no accepted figure on the page"
  },
  {
   "source": "Federal Reserve - G.17 capacity notes",
   "url": "https://www.federalreserve.gov/releases/g17/cap_notes.htm",
   "retrieved_at": "2026-09-12",
   "reason": "every candidate on the page was refused"
  }
 ],
 "sources": [
  {
   "url": "https://www.census.gov/programs-surveys/asm/about.html",
   "label": "Census - about the Annual Survey of Manufactures",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://www.census.gov/data/developers/data-sets/Annual-Survey-of-Manufactures.html",
   "label": "Census - Annual Survey of Manufactures API data set",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://data.census.gov/profile/3259_-_Other_chemical_product_and_preparation_manufacturing?codeset=naics~3259",
   "label": "Census - NAICS 3259 other chemical product and preparation manufacturing profile",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://www.bls.gov/ppi/",
   "label": "BLS - Producer Price Index home",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://www.bls.gov/news.release/ppi.nr0.htm",
   "label": "BLS - Producer Price Index news release summary",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://www.federalreserve.gov/releases/g17/",
   "label": "Federal Reserve - G.17 industrial production and capacity utilization",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://www.federalreserve.gov/releases/g17/cap_notes.htm",
   "label": "Federal Reserve - G.17 capacity notes",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://www.federalreserve.gov/releases/g17/current/g17.pdf",
   "label": "Federal Reserve - G.17 current release (PDF)",
   "license": "the publisher's own terms; quoted for reporting and comment"
  }
 ],
 "methodology": "Every row is a verbatim sentence read from the named source's own page through our fetch service on the date shown, hash-pinned to the stored read (the sha of the page's visible text; the raw page is mirrored to R2). 3 of the 8 named sources that could be read published a usable figure; 5 published none and are recorded as not published, never filled in; 0 could not be read (blocked, dead or unreachable) and count nowhere. The headline figures (median, minimum, maximum, quartiles) are over ONE figure per source for each breakdown it prices, in % (a source's median where its page yielded several accepted sentences for one breakdown), so a page that gives figures for several breakdowns gives one for each and N counts 10 figures, never sentences; 117 candidate sentence(s) were refused by a reviewer with the reason recorded. The fuller derivation this dataset is chartered to grow into (not yet what the figures above are; they are each source's own published figure as read): three official series joined on the same months - the Federal Reserve's capacity utilisation for chemicals, the BLS producer price index for the chemical industries a blend is priced from, and the Census Annual Survey of Manufactures' shipments and establishment counts for NAICS 3259 - reduced to the one figure a buyer wants and nobody publishes: whether US blending capacity is tightening or loosening while the input index moves, per quarter, with the count of establishments behind it.",
 "embed": "<figure style=\"margin:0;padding:16px;border:1px solid #d9d9d9;border-radius:8px;background:#ffffff;color:#111111;font-family:system-ui,sans-serif;max-width:480px\"><p style=\"margin:0 0 8px;font-size:28px;font-weight:700;color:#111111;background:#ffffff\">0.20 to 76.30 percent</p><p style=\"margin:0 0 8px;font-size:14px;color:#111111;background:#ffffff\">10 published figures, US Blending Market Series, across 3 sources, read 12 October 2026</p><figcaption style=\"font-size:12px;color:#444444;background:#ffffff\"><a href=\"https://tollblenders.com/datasets/us-blending-market-series/#median\" style=\"color:#1a4fd6;background:#ffffff\">Source: tollblenders.com US Blending Market Series</a></figcaption></figure>"
}
