{
 "signal": {
  "id": "est",
  "slug": "estimates-events-flows",
  "name": "Estimates, Events & Fund Flows"
 },
 "sector": "Energy",
 "sectorSlug": "energy",
 "title": "Estimates, Events & Fund Flows data providers for Energy",
 "counts": {
  "providers": 25,
  "inferred": 16,
  "stated": 9,
  "confirmed": 0
 },
 "note": "Providers whose recorded universe includes this sector for this signal type. tier is the provider's tier for this cell: stated/confirmed only when the provider's own words support the sector, otherwise inferred (likely, unconfirmed). An empty or short list means 'not in the register', never 'no such data exists'. Not a ranking.",
 "links": {
  "html": "https://altdataatlas.com/coverage/estimates-events-flows/energy",
  "markdown": "https://altdataatlas.com/coverage/estimates-events-flows/energy.md",
  "json": "https://altdataatlas.com/api/coverage/estimates-events-flows/energy.json"
 },
 "asOf": "2026-09-29",
 "license": {
  "name": "AltData Atlas Data Licence v1",
  "url": "https://altdataatlas.com/agents#licence"
 },
 "citation": "AltData Atlas, Estimates, Events & Fund Flows data providers for Energy (https://altdataatlas.com/coverage/estimates-events-flows/energy), as of 2026-09-29. AltData Atlas Data Licence v1.",
 "providers": [
  {
   "id": "two-iq",
   "name": "2iQ Research",
   "category": "public-records",
   "description": "Insider-transaction and director-dealing data globally.",
   "historySince": 2003,
   "delivery": [
    "Feed",
    "API"
   ],
   "priceBand": "mid",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "stated",
   "signals": [
    "public-records",
    "card-transactions",
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": 60000,
   "tickerMapped": true,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/two-iq.json",
   "cellTier": "stated"
  },
  {
   "id": "alexandria",
   "name": "Alexandria Technology",
   "category": "news-sentiment",
   "description": "Sentiment analysis using machine learning over news and filings for institutional investors.",
   "historySince": 2007,
   "delivery": [
    "API",
    "Feed"
   ],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "stated",
   "signals": [
    "news-sentiment",
    "estimates-events-flows",
    "public-records",
    "esg-climate"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": null,
   "tickerMapped": true,
   "coverageSince": 2006,
   "json": "https://altdataatlas.com/api/providers/alexandria.json",
   "cellTier": "stated"
  },
  {
   "id": "brain-company",
   "name": "Brain",
   "category": "news-sentiment",
   "description": "Research firm producing sentiment and language-based signals for markets.",
   "historySince": 2015,
   "delivery": [
    "API",
    "Feed"
   ],
   "priceBand": "mid",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "stated",
   "signals": [
    "news-sentiment",
    "crypto-onchain",
    "public-records",
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America",
    "Europe",
    "Global"
   ],
   "approxCount": 10000,
   "tickerMapped": true,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/brain-company.json",
   "cellTier": "stated"
  },
  {
   "id": "calcbench",
   "name": "Calcbench",
   "category": "public-records",
   "description": "Structured financial data extracted from SEC filings for detailed fundamental analysis.",
   "historySince": 2011,
   "delivery": [
    "API",
    "Dashboard"
   ],
   "priceBand": "mid",
   "hasSample": true,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "stated",
   "signals": [
    "public-records",
    "estimates-events-flows",
    "news-sentiment"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": 19000,
   "tickerMapped": true,
   "coverageSince": 2008,
   "json": "https://altdataatlas.com/api/providers/calcbench.json",
   "cellTier": "stated"
  },
  {
   "id": "causality-link",
   "name": "Causality Link",
   "category": "news-sentiment",
   "description": "NLP platform extracting causal relationships and forward-looking views from text.",
   "historySince": 2016,
   "delivery": [
    "API",
    "Dashboard"
   ],
   "priceBand": "mid",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "stated",
   "signals": [
    "news-sentiment",
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": 40000,
   "tickerMapped": true,
   "coverageSince": 2014,
   "json": "https://altdataatlas.com/api/providers/causality-link.json",
   "cellTier": "stated"
  },
  {
   "id": "quick-corp",
   "name": "QUICK Corp",
   "category": "estimates-events-flows",
   "description": "Japanese financial information company, a Nikkei group member, providing QUICK Consensus estimates and market data with deep coverage of Japanese equities.",
   "historySince": 1971,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "stated",
   "signals": [
    "estimates-events-flows",
    "web-pricing"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Asia-Pacific",
    "Global"
   ],
   "approxCount": 76000,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/quick-corp.json",
   "cellTier": "stated"
  },
  {
   "id": "ravenpack",
   "name": "RavenPack",
   "category": "news-sentiment",
   "description": "Entity-level news and sentiment analytics scored from financial text in real time.",
   "historySince": 2003,
   "delivery": [
    "API",
    "Feed"
   ],
   "priceBand": "enterprise",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "stated",
   "signals": [
    "news-sentiment",
    "jobs-workforce",
    "public-records",
    "estimates-events-flows",
    "card-transactions"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America",
    "Europe",
    "Asia-Pacific"
   ],
   "approxCount": 7000000,
   "tickerMapped": true,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/ravenpack.json",
   "cellTier": "stated"
  },
  {
   "id": "tritonresearch",
   "name": "Triton Research",
   "category": "private-markets",
   "description": "M&A and IPO focused intelligence platform helping investors understand the companies that are inventing the future. Founded in 2012; 4 employees.",
   "historySince": null,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "stated",
   "signals": [
    "private-markets",
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": 500000,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/tritonresearch.json",
   "cellTier": "stated"
  },
  {
   "id": "wall-street-horizon",
   "name": "Wall Street Horizon",
   "category": "estimates-events-flows",
   "description": "Forward-looking and historical corporate-event data, including earnings dates, dividends, splits, spin-offs, and investor conferences.",
   "historySince": 2003,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "stated",
   "signals": [
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global",
    "North America"
   ],
   "approxCount": 11000,
   "tickerMapped": true,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/wall-street-horizon.json",
   "cellTier": "stated"
  },
  {
   "id": "accrue",
   "name": "Accrue",
   "category": "estimates-events-flows",
   "description": "Forward-looking global event calendar and historical event database, marketed as a digital almanac for event-driven investors.",
   "historySince": 2016,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Europe"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/accrue.json",
   "cellTier": "inferred"
  },
  {
   "id": "climatetrace",
   "name": "Climate TRACE",
   "category": "esg-climate",
   "description": "Open, independent inventory of global greenhouse-gas emissions by source.",
   "historySince": 2021,
   "delivery": [
    "Bulk",
    "API"
   ],
   "priceBand": "free",
   "hasSample": true,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "inferred",
   "signals": [
    "esg-climate",
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": 2015,
   "json": "https://altdataatlas.com/api/providers/climatetrace.json",
   "cellTier": "inferred"
  },
  {
   "id": "dataminr",
   "name": "Dataminr",
   "category": "news-sentiment",
   "description": "Social sentiment and news analysis based on Twitter data. Has exclusive partnership with Twitter and has raised $407mm in funding. Founded in 2009; 272 employee",
   "historySince": null,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "inferred",
   "signals": [
    "news-sentiment",
    "estimates-events-flows",
    "sensors-iot"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/dataminr.json",
   "cellTier": "inferred"
  },
  {
   "id": "datayes",
   "name": "DataYes",
   "category": "estimates-events-flows",
   "description": "Chinese investment-research platform with an open data marketplace covering fundamental and quantitative datasets for institutional users.",
   "historySince": 2013,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "estimates-events-flows"
   ],
   "sectors": [
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    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
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   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/datayes.json",
   "cellTier": "inferred"
  },
  {
   "id": "eaglealpha",
   "name": "EagleAlpha",
   "category": "expert-networks",
   "description": "Alternative data aggregator, consultant and education services to buy-side clients. Founded in 2012; 30 employees.",
   "historySince": null,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "inferred",
   "signals": [
    "expert-networks",
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Europe"
   ],
   "approxCount": 2500,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/eaglealpha.json",
   "cellTier": "inferred"
  },
  {
   "id": "epfr",
   "name": "EPFR",
   "category": "estimates-events-flows",
   "description": "Daily and weekly fund-flows and asset-allocation data tracking traditional and alternative funds worldwide; part of ISI Markets.",
   "historySince": 1995,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/epfr.json",
   "cellTier": "inferred"
  },
  {
   "id": "estimize",
   "name": "Estimize",
   "category": "estimates-events-flows",
   "description": "Crowdsourced consensus earnings and revenue estimates contributed by buy-side, sell-side, and independent analysts.",
   "historySince": 2011,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/estimize.json",
   "cellTier": "inferred"
  },
  {
   "id": "event-registry",
   "name": "Event Registry",
   "category": "news-sentiment",
   "description": "Sentiment and event tracking data sourced from 2mm public web pages, blogs, and twitter. Founded in 2017; 3 employees.",
   "historySince": null,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "inferred",
   "signals": [
    "news-sentiment",
    "estimates-events-flows",
    "supply-chain"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Europe"
   ],
   "approxCount": null,
   "tickerMapped": true,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/event-registry.json",
   "cellTier": "inferred"
  },
  {
   "id": "exante-data",
   "name": "Exante Data",
   "category": "estimates-events-flows",
   "description": "Macro data and analytics on cross-border capital flows, FX, and global liquidity for macro-focused investors.",
   "historySince": 2016,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/exante-data.json",
   "cellTier": "inferred"
  },
  {
   "id": "ghgsat",
   "name": "GHGSat",
   "category": "satellite-geospatial",
   "description": "Satellite-based monitoring of greenhouse-gas and methane emissions.",
   "historySince": 2011,
   "delivery": [
    "API",
    "Dashboard"
   ],
   "priceBand": "enterprise",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial",
    "esg-climate",
    "expert-networks",
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global",
    "North America",
    "Europe",
    "Middle East"
   ],
   "approxCount": null,
   "tickerMapped": false,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/ghgsat.json",
   "cellTier": "inferred"
  },
  {
   "id": "nasdaq-data-link",
   "name": "Nasdaq Data Link",
   "category": "estimates-events-flows",
   "description": "Data marketplace, formerly Quandl, distributing financial, economic, and alternative datasets from many publishers through a single API.",
   "historySince": 2012,
   "delivery": [
    "API"
   ],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/nasdaq-data-link.json",
   "cellTier": "inferred"
  },
  {
   "id": "planet-labs",
   "name": "Planet Labs",
   "category": "satellite-geospatial",
   "description": "Daily high-frequency satellite imagery and analytics from a large constellation of small satellites.",
   "historySince": 2010,
   "delivery": [
    "API",
    "Feed"
   ],
   "priceBand": "enterprise",
   "hasSample": true,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial",
    "esg-climate",
    "auto-vehicle",
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/planet-labs.json",
   "cellTier": "inferred"
  },
  {
   "id": "riwi-data",
   "name": "RIWI Data",
   "category": "expert-networks",
   "description": "Bespoke survey data and consulting covering consumer sector available in low latency with global coverage. Founded in 2009; 23 employees.",
   "historySince": null,
   "delivery": [],
   "priceBand": "unknown",
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