← ALL COMPARISONS

GDELT Cloud vs Bigdata.com

Global news, typed developments and connected company data in one subscription.

Reviewed 2026-09-26 · API examples + documentation.How we compared ↗

GDELT CLOUD VS BIGDATA.COM

See the difference.

GDELT Cloud capability and pricing comparison. Checkmarks mean available; details and sources follow the table.
What matters to your buildGDELT CloudCONNECTED WORLD DATABigdata.com
Typed developments & actorsEvents + actor rolesAnnotated events
Follow a developing storyStories + SituationsSearch + research
Read the source evidenceSources + excerptsPassages + documents
Resolve people, companies & placesAvailableAvailable
Multilingual news coverageAvailableAvailable
Local news & geographic targetingRadius · bbox · regionsPlace entities + news
Measure reporting & sentimentSummaries · entity tone · SOVVolume + sentiment
Political offices & public recordsOffices · holders · public recordsRelationships + documents
Build with APIsAvailableAvailable
Monitor & deliver updatesDaily / hourly MonitorsScheduled research
Look back through reportingFrom March 2026Source-dependent
Price & purchasing$59 / month1,500 QU includedPay as you go
Take the next stepStart evaluation ↗Visit Bigdata.com ↗
More capabilities · financials, infrastructure, maritime, AI & MCP
Additional connected data and workflow capabilities
More building blocksGDELT CloudBigdata.com
Company financial & legal contextFilings · XBRL · relationsFinancials · quotes · estimates
Physical facilities & ownershipAvailablePlaces + company research
Macro & country contextMacro + country indicatorsEconomic calendar + markets
Maritime operating contextAvailableIndustry reporting
AI industry reference dataAvailableCompany + market research
Research & human verificationEvidence for your analystsAI financial research
Connect AI tools with MCPAvailableAvailable
Getting startedSelf-serve evaluationSelf-serve credits
Comparison details & sources

✓ Available on an eligible plan. Values describe the offered capability, not identical implementations. Billing periods are shown; trials, package scope and usage units differ.

Typed developments & actors

GDELT Cloud
CAMEO+ and conflict Events expose typed actions, actors, reported geography, date basis and source evidence. Entity coverage can include contextual reporting; inspect roles for a direct-company workflow. GDELT Cloud API catalog ↗ · GDELT Cloud methodology ↗
Bigdata.com
Document annotations expose event types, actor/location roles, fact level and supporting text. Search passages and annotated event records are distinct outputs. Bigdata.com documents and annotations ↗ · Bigdata.com search results ↗

Follow a developing story

GDELT Cloud
Stories group reporting and link to Events; Situations add evolving context. The editions endpoint was disabled in our evaluation. Not every Story has a coded Event. GDELT Cloud API catalog ↗ · GDELT Cloud Situations ↗
Bigdata.com
Ranked documents/passages and Research Agent workflows assemble sourced research. Do not count passages as unique developments. Bigdata.com search results ↗ · Bigdata.com Workflows API ↗

Read the source evidence

GDELT Cloud
Source references and available excerpts support inspection; no blanket full-text article redistribution. An Event summary is not an original quotation. GDELT Cloud data and sources ↗ · GDELT Cloud API catalog ↗
Bigdata.com
Ranked passages and full-document retrieval for supported content, including annotations and evidence text. Source rights and access apply. Bigdata.com search results ↗ · Bigdata.com documents and annotations ↗

Resolve people, companies & places

GDELT Cloud
Entity resolution, Wikipedia-linked identities, actor roles, geography and source-specific ID bridges connect supported datasets. Missing links remain explicit. GDELT Cloud API catalog ↗ · GDELT Cloud data and sources ↗
Bigdata.com
Company/place/topic lookup, entity IDs, corporate profiles and subsidiary hierarchies support research across documents and financial data. Bigdata.com developer platform ↗ · Bigdata.com structured financial data ↗ · Bigdata.com corporate hierarchy ↗

Multilingual news coverage

GDELT Cloud
Source-language filters, Story coverage languages and entity-tone language breakdowns expose how reporting varies. Language coverage is not automatic full-text translation. GDELT Cloud API catalog ↗ · GDELT Cloud data and sources ↗
Bigdata.com
The evaluation retrieved French, Italian and Korean source documents with English-normalized returned text. This establishes sampled multilingual coverage, not a complete supported-language list. Bigdata.com search results ↗ · Bigdata.com source retention ↗

Local news & geographic targeting

GDELT Cloud
The six-city evaluation retrieved local reporting across five continents. Events support radius, bounding-box and administrative filters with reported coordinates and precision fields; Story bounding boxes filter linked Events. City-name Story searches also reach reporting without coded Events. Coordinates may represent a city or area rather than a verified site. GDELT Cloud geographic parameters ↗ · GDELT Cloud API catalog ↗
Bigdata.com
Native city/place IDs retrieve local reporting and link it to company research. The evaluation found local reporting in all six selected city areas. Entity/place mentions and publisher location differ; a native occurrence-radius or bounding-box search filter was not established. Bigdata.com place resolution ↗ · Bigdata.com search filters ↗

Measure reporting & sentiment

GDELT Cloud
Event/Story summaries, entity-conditioned tone with evidence and language breakdowns, and share of canonical Stories within a defined denominator. These analytics are included on paid plans; requests use the shared allowance. GDELT Cloud API catalog ↗ · GDELT Cloud methodology ↗
Bigdata.com
Document/chunk volume, entity sentiment and co-mentions support company and topic analysis. Count units differ from event records. Bigdata.com search volume ↗ · Bigdata.com entity sentiment ↗

Company financial & legal context

GDELT Cloud
SEC filing documents and financial facts, reporting periods/units, filing-derived relations and GLEIF legal-entity context compose with company news. Not a live quote or analyst-estimate feed. GDELT Cloud API catalog ↗ · GDELT Cloud data and sources ↗
Bigdata.com
Structured company profiles include CIK/ISIN; income statements, market quotes, analyst estimates, segment data and subsidiary links provide native financial context. Bigdata.com structured financial data ↗ · Bigdata.com corporate hierarchy ↗

Physical facilities & ownership

GDELT Cloud
Unified facilities, Global Energy Monitor assets, units, capacity, status and ownership provide physical context. Registry dates matter; owner news is not automatically an incident at a site. GDELT Cloud API catalog ↗ · GDELT Cloud data and sources ↗
Bigdata.com
Knowledge-graph places and company/document research can identify facilities and owners. A general capacity/status registry was not verified in this evaluation. Bigdata.com developer platform ↗ · Bigdata.com search results ↗

Macro & country context

GDELT Cloud
FRED/ALFRED observations and vintages, country context and structural indicators share the API. Atlas GPR/Posture are provisional, coverage-gated previews, not analyst forecasts. GDELT Cloud data and sources ↗ · GDELT Cloud API catalog ↗ · GDELT Cloud Atlas methodology ↗
Bigdata.com
Economic releases include published values, consensus and prior periods; market and financial research add macro context. Bigdata.com structured financial data ↗ · Bigdata.com developer platform ↗

Maritime operating context

GDELT Cloud
Maritime observations include vessel/port context, transits, dwell and activity. Inspect observation dates and coverage; AIS gaps are not proof of concealment or complete live tracking. GDELT Cloud API catalog ↗ · GDELT Cloud data and sources ↗
Bigdata.com
Search and research can supply shipping and trade reporting. A native vessel-observation or port-activity feed was not verified. Bigdata.com search results ↗ · Bigdata.com developer platform ↗

AI industry reference data

GDELT Cloud
Epoch AI reference datasets cover models, hardware, data centers, companies and chip-sales context, with source-specific coverage and dates. GDELT Cloud data and sources ↗ · GDELT Cloud API catalog ↗
Bigdata.com
Financials, company relationships and document research support AI-sector analysis. A comparable Epoch AI reference endpoint was not verified. Bigdata.com structured financial data ↗ · Bigdata.com search results ↗

Political offices & public records

GDELT Cloud
Government awards, FARA, political offices, restricted-party source records, ownership exposure and AidData China-finance records extend investigations. Coverage and source dates vary; a non-match is not compliance clearance. GDELT Cloud data and sources ↗ · GDELT Cloud API catalog ↗
Bigdata.com
Corporate hierarchy and document evidence support counterparty research. Comparable authoritative awards/restricted-list/AidData endpoints were not verified. Bigdata.com corporate hierarchy ↗ · Bigdata.com search results ↗

Research & human verification

GDELT Cloud
Model classifications, connected records and Situations support your investigation. These are not a provider analyst-verified incident service; hosted research-agent availability is separate. GDELT Cloud methodology ↗ · GDELT Cloud Situations ↗ · GDELT Cloud MCP ↗
Bigdata.com
Research Agent and Workflow APIs assemble financial research; annotated factuality is a model output, not human verification of every claim. Bigdata.com developer platform ↗ · Bigdata.com Workflows API ↗ · Bigdata.com documents and annotations ↗

Build with APIs

GDELT Cloud
Paid plans and active evaluations include REST access across data families; bulk export and monitoring capacities remain plan-specific. GDELT Cloud API catalog ↗ · GDELT Cloud plans and pricing ↗
Bigdata.com
Search, annotations, knowledge graph, structured financials, Research Agent and Workflow APIs; source access and metering vary. Bigdata.com developer platform ↗ · Bigdata.com structured financial data ↗ · Bigdata.com documents and annotations ↗

Connect AI tools with MCP

GDELT Cloud
MCP exposes connected data tools on paid plans/evaluation. Hosted research-agent availability is separate from MCP access. GDELT Cloud MCP ↗ · GDELT Cloud plans and pricing ↗
Bigdata.com
Documented integrations bring Bigdata.com financial research into compatible AI tools. Bigdata.com developer platform ↗

Monitor & deliver updates

GDELT Cloud
Entity, topic and place/facility-radius workflows deliver new matches. Builder: daily/email; Watch: daily/webhooks; Analyst and Intelligence: hourly/webhooks. Capacity varies by plan; scheduled checks do not consume on-demand QU. GDELT Cloud Monitor workflows ↗ · GDELT Cloud plans and pricing ↗
Bigdata.com
Recurring app research workflows are distinct from the separate Monitors API documented as coming soon. Do not infer on-call incident escalation from scheduling. Bigdata.com Workflows API ↗ · Bigdata.com Monitors API status ↗

Look back through reporting

GDELT Cloud
Continuous Event/Story coverage begins March 2026; earlier reporting is incomplete. Reference datasets have separate, often longer histories. GDELT Cloud data and sources ↗ · GDELT Cloud plans and pricing ↗
Bigdata.com
Reporting and financial histories depend on source retention and licensed access. Bigdata.com source retention ↗ · Bigdata.com structured financial data ↗

Getting started

GDELT Cloud
All current paid plans include API/MCP and the data families above. Query allowance, seats, bulk export and Monitor cadence/delivery differ. Ongoing Free is web-only after evaluation. GDELT Cloud plans and pricing ↗ · GDELT Cloud API catalog ↗
Bigdata.com
Self-service metered access plus enterprise options; trials and recurring paid usage are different commitments. Bigdata.com pricing ↗ · Bigdata.com API pricing model ↗

Price & purchasing

GDELT Cloud
Current monthly Builder price and included Query Units load from the public plan catalog. Price a workflow by its queries and required delivery cadence; all paid plans include the data families. GDELT Cloud plans and pricing ↗
Bigdata.com
Content and agent tokens are metered; native financial and reference calls have their own terms. Use a measured completed workflow rather than equating credits with QU. Bigdata.com pricing ↗ · Bigdata.com API pricing model ↗

PRICE THE JOB, NOT THE UNIT

1,000 retrieval jobs. One monthly bill.

Modelled from tested requests. Prepared filters or known identities unless stated; paid plans, before tax.

Monthly cost of 1,000 defined retrieval jobs
What your app retrievesGDELT CloudBigdata.com
Company news with source URLs$591,000 QU · Builder$83.24Observed company-news source mix
Labor reporting with source URLs$591,000 QU · Builder$24.9Observed labor-news source mix
500 QU left for more contextAfter 1,000 one-QU jobs: use the same Builder subscription for tone, share of voice, offices, filings and infrastructure.

Bigdata’s bill varies with the source mix. GDELT Cloud’s allowance spans its connected datasets.

Requests, assumptions & price sources

Pricing checked 2026-09-26. Each job returns a first page of up to 20 native records; no automatic pagination or generated report. Costs model 1,000 fresh requests from the recorded recipes, not a measured month of identical outputs. GDELT Cloud uses the least expensive current plan fitting the calculated QU; unused allowance remains available.

The company search used 193 web tokens and 851 premium-news tokens, costing $0.08324. The labor search used 966 web tokens and 232 podcast tokens, costing $0.024896. Repeating those source mixes gives the amounts above; first-use country/topic resolution for the labor recipe adds about $0.06. Bigdata returns documents/passages; GDELT Cloud supplies Stories or typed Events. This does not price native Bigdata clustering or equal coverage. Model generation and storage are excluded.

GDELT Cloud pricing ↗ · Bigdata.com pricing ↗

SELECTED HEAD-TO-HEAD RESULTS

Same jobs. Concrete differences.

Check NVIDIA’s reported revenue

Matched in both APIs$96.221BFiscal Q2 2027 · ended July 26, 2026 · USD
GDELT Cloud
SEC fact, fiscal period, currency and filing accession.
Bigdata.com
Income-statement row for the same issuer and quarter.

The reported revenue matched. Use GDELT Cloud for filing evidence; add Bigdata for forecasts and market quotes.

View the source

Inspect an EGAT-owned power station

GDELT Cloud · Bang Pakong5 generating unitsIndividual capacities: 704 · 704 · 576 · 710 · 576 MW
GDELT Cloud
Bang Pakong: coordinates, operating status, five unit records and a resolved owner.
Bigdata.com
Bang Pakong facility identity and an EGAT ownership description; no capacity or coordinates in that response.

GDELT Cloud supplies the physical asset fields and a reusable owner link.

View the source

Follow the Bussabong investment decision

GDELT Cloud
A source-linked Story and an Energy Infrastructure Event with PTTEP, reported geography and actor roles.
Bigdata.com
The primary PTTEP release and relevant source passages. This retrieved document had no typed event annotations.

Use GDELT Cloud’s typed development in a feed or map, alongside Bigdata’s source and financial research.

View the source
Task scope & interpretation

Reporting exercises used September 19–25, 2026. These are selected observed outputs, not product-wide accuracy or recall scores. Each service used native queries and refinements.

The financial match uses NVIDIA’s quarter ending July 26, 2026, filed August 26: issuer, currency, period and reported revenue agree. Bang Pakong’s unit capacities are separate records; a site-level field is not the plant’s total. Facility ownership is the latest recorded snapshot, and owner reporting is not evidence of an incident at the facility. The Bussabong comparison concerns the same investment decision across different sources; absent annotations describe that retrieved Bigdata document only. Bigdata also returned typed product-release annotations for NVIDIA DSX, while the matching GDELT Cloud Story had no linked coded Event. Both services support structured developments; extraction and grouping differ by record.

ILLUSTRATIVE API OUTPUT

Same development. Different building blocks.

Illustrative data in verified response structures. Fictional names and values; selected fields.

GDELT CloudEVENT

Labor Event DE04

Example Harbour workers suspend strike

Example Harbour · Belgium

Occurrence date
2026-09-24 · explicit
Actors
Workers → harbour operator
Geography
Coordinates + precision
Reporting
Linked Story + sources

Put the development on a map, filter its type, then resolve company or infrastructure context.

Illustrative Event fields · JSON
{
  "data": [
    {
      "id": "cameoplus_example",
      "title": "Example Harbour workers suspend strike",
      "event_date": "2026-09-24",
      "event_date_basis": "explicit_date",
      "event_date_evidence": "Workers suspended the strike on September 24.",
      "category": "DEMOGRAPHIC",
      "subcategory": "DE04",
      "subcategory_label": "Labor Event",
      "geo": {
        "country": "Belgium",
        "location": "Example Harbour",
        "latitude": 51.2,
        "longitude": 4.4,
        "geo_precision": 2,
        "geo_precision_label": "nearby_area"
      },
      "actors": [
        {
          "name": "Example Harbour workers",
          "country": "Belgium",
          "role": "source",
          "primary": true
        },
        {
          "name": "Example Harbour",
          "country": "Belgium",
          "role": "target",
          "primary": true
        }
      ],
      "entity_refs": [
        {
          "id": "llm:example-harbour",
          "id_space": "llm",
          "name": "Example Harbour",
          "type": "organization",
          "spine_id": null,
          "wikipedia_url": null
        }
      ],
      "story_refs": [
        {
          "id": "example-story",
          "title": "Example Harbour labour talks",
          "story_date": "2026-09-24"
        }
      ]
    }
  ]
}
Bigdata.comDOCUMENT + ANNOTATION

workers-strike / ended

Example Harbour workers suspend strike

Workers at Example Harbour suspended their strike after talks.
Annotation
Typed event + location role
Evidence
Supporting sentence · fact label
Identity
Entity ID + event similarity key

Retrieve source passages and inspect typed document annotations. Add financial APIs for company research.

Illustrative document annotation · JSON
{
  "document": {
    "rp_document_id": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA",
    "source": {
      "name": "Example News"
    },
    "timestamps_utc": {
      "published": "2026-09-24 08:30:00.000"
    },
    "metadata": {
      "url": "https://example.com/harbour-strike",
      "original_language": "en"
    }
  },
  "analytics": {
    "events": [
      {
        "event_similarity_key": "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB",
        "topic": "business",
        "group": "labor-issues",
        "type": "workers-strike",
        "sub_type": "ended",
        "event_relevance": 80,
        "event_similarity_days": 365,
        "roles": [
          {
            "rp_entity_id": "DEF456",
            "role": "location",
            "category": "strike-ended-location",
            "fact_level": "fact",
            "document_record_index": 1,
            "match_type": "TEMPLATE",
            "event_sentiment": 0.3,
            "event_risk": 0.2,
            "event_text": "Workers at Example Harbour suspended their strike after talks.",
            "rp_event_detected_entity_id": "DEF456",
            "event_detected_entity_name": "Example Harbour"
          }
        ]
      }
    ]
  }
}
Illustrative search passages · JSON
{
  "results": [
    {
      "id": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA",
      "headline": "Example Harbour workers suspend strike",
      "timestamp": "2026-09-24T08:30:00",
      "source": {
        "id": "ABC123",
        "name": "Example News",
        "rank": "RANK_4",
        "tier": "content-web"
      },
      "url": "https://example.com/harbour-strike",
      "chunks": [
        {
          "cnum": 1,
          "text": "Workers at Example Harbour suspended their strike after talks.",
          "relevance": 0.72,
          "sentiment": 0.3,
          "detections": [
            {
              "id": "business,labor-issues,workers-strike,ended,",
              "start": 0,
              "end": 62,
              "type": "topic"
            },
            {
              "id": "DEF456",
              "start": 11,
              "end": 26,
              "type": "entity"
            }
          ],
          "text_locations": [
            {
              "paragraph_num": 1,
              "sentence_num": 1
            }
          ]
        }
      ],
      "document_type": "NEWS"
    }
  ],
  "external_results": [],
  "metadata": {
    "request_id": "00000000-0000-4000-8000-000000000001",
    "timestamp": "2026-09-26T12:00:00+00:00"
  },
  "usage": {
    "web_tokens": 120
  }
}

FROM REQUEST TO USEFUL RESULT

Here’s what you can build.

01

COMPANY RESEARCH

One company. Connected evidence.

Reuse a company identity across reported developments and SEC filings.

GDELT Cloud · events
Critical Tech Infrastructure

Aolani partners with NVIDIA to expand Southeast Asian AI infrastructure ↗

Singapore, Singapore

Typed record2 source articles

Announced September 21; planned deployments are forward-looking.

Read supporting source ↗
SEC EDGAR · same company

NVIDIA CORP

CIK 1045810 · NVDA

8-K ↗

2026-09-03

N-PX ↗

2026-08-31

Request, response & MCP prompt

Filing relationships are dated disclosures, not a live supplier network.

curl 'https://gdeltcloud.com/api/v2/events?date_start=2026-09-19&date_end=2026-09-25&limit=20&include_images=false&include_entity_images=false&entity=e_2af946de69c91484&sort=significance' \
  -H 'Authorization: Bearer YOUR_API_KEY'

Original request · captured 2026-09-26. The current-data link refreshes the discovery dates.

Selected fields from the recorded response

{
  "id": "cameoplus_283919d2e20f0a8a",
  "title": "Aolani partners with NVIDIA to expand Southeast Asian AI infrastructure",
  "event_date": "2026-09-21",
  "event_date_basis": "explicit_date",
  "subcategory_label": "Critical Tech Infrastructure",
  "category": "TECHNOLOGY",
  "geo": {
    "country": "Singapore",
    "region": "Southeast Asia",
    "continent": "Asia",
    "admin1": null,
    "location": "Singapore",
    "latitude": 1.3521,
    "longitude": 103.8198,
    "geo_precision": 2,
    "geo_precision_label": "nearby_area"
  },
  "metrics": {
    "significance": 0.4152,
    "severity_tier": "low",
    "goldstein_scale": null,
    "magnitude": 4,
    "systemic_importance": 0.28,
    "propagation_potential": 0.43,
    "market_sensitivity": 0.5,
    "confidence": 0.86,
    "article_count": 2,
    "evidence_source_count": 1,
    "supporting_story_count": 1,
    "metric_inputs": {
      "magnitude": {
        "path": "economic",
        "value": 4,
        "why": "The collaboration expands Aolani's AI factory capacity to more than 100 MW and supports deployment of over 48,000 GPUs, but the additional 22,000 GPUs are expected only in early 2027."
      },
      "systemic": {
        "node": "Aolani AI factory infrastructure",
        "size": {
          "value": 0.3,
          "why": "The infrastructure is regionally significant but is not reported as globally dominant capacity."
        },
        "interconnectedness": {
          "value": 0.4,
          "why": "The planned cloud services would serve AI companies, enterprises, startups, developers and institutions across Southeast Asia."
        },
        "irreplaceability": {
          "value": 0.15,
          "why": "Alternative cloud and accelerated-computing providers exist."
        }
      },
      "propagation": {
        "channel": {
          "value": 0.5,
          "why": "The collaboration creates operational and financing channels connecting NVIDIA technology, Aolani cloud services and regional AI customers."
        },
        "coupling": {
          "value": 0.25,
          "why": "Deployment is planned for early 2027 and the revenue-sharing model provides flexibility rather than indicating tight coupling."
        },
        "breach": {
          "value": 0.2,
          "why": "The article describes a major regional collaboration but does not establish a first-of-kind technical threshold being crossed."
        },
        "primed": {
          "value": 0.3,
          "why": "The announcement occurs amid regional efforts to expand access to AI compute, but no acute crisis or deadline is reported."
        },
        "containment": {
          "value": 0.1,
          "why": "No meaningful dampers or constraints are reported."
        }
      },
      "market": {
        "claim_exposure": {
          "value": 0.8,
          "why": "Aolani and NVIDIA are specifically named parties to the compute infrastructure collaboration."
        },
        "economic_bite": {
          "value": 0.2,
          "why": "The current event is a signed collaboration and announced financing/deployment plan; the expanded GPU capacity is not yet operational."
        }
      }
    },
    "metric_version": "v2-2026-07-24"
  }
}

Use GDELT Cloud to find recent NVIDIA developments and connect its entity identity to SEC EDGAR filings. Use a bounded date window. Include source links and report missing coverage.

02

DISRUPTION MONITORING

From a reported strike to a place on your map.

Filter by event type and location, then add nearby infrastructure.

GDELT Cloud · events
Transport Disruption

Skeyes strike cancels 46 flights at Charleroi airport ↗

Brussels South Charleroi Airport, Belgium

Typed record3 source articles
Read supporting source ↗
Infrastructure within 50 km

Amercoeur power station ↗

BEL · mixed · registry 2026-08-31

Amercoeur power station ↗

BEL · retired · registry 2026-08-31

Aperam Stainless Belgium Châtelet steel plant ↗

BEL · operating · registry 2026-08-31

Nearby facilities are context; proximity does not establish impact.

Request, response & MCP prompt

Nearby facilities are context; proximity does not establish impact.

curl 'https://gdeltcloud.com/api/v2/events?date_start=2026-09-18&date_end=2026-09-24&limit=3&include_images=false&include_entity_images=false&sort=significance&bbox=34%2C-25%2C72%2C45&search=strike&search_mode=lexical&category=Protests%2CINFRASTRUCTURE%2CECONOMIC%2CCORPORATE&confidence_min=0.5&significance_min=0.1' \
  -H 'Authorization: Bearer YOUR_API_KEY'

Original request · captured 2026-09-25. The current-data link refreshes the discovery dates.

Selected fields from the recorded response

{
  "id": "cameoplus_01fcad65572e8b3d",
  "title": "Skeyes strike cancels 46 flights at Charleroi airport",
  "event_date": "2026-09-19",
  "event_date_basis": "explicit_date",
  "subcategory_label": "Transport Disruption",
  "category": "INFRASTRUCTURE",
  "geo": {
    "country": "Belgium",
    "region": "Europe",
    "continent": "Europe",
    "admin1": "Hainaut",
    "location": "Brussels South Charleroi Airport",
    "latitude": 50.4592,
    "longitude": 4.4538,
    "geo_precision": 1,
    "geo_precision_label": "exact_place"
  },
  "metrics": {
    "significance": 0.4185,
    "severity_tier": "low",
    "goldstein_scale": null,
    "magnitude": 3,
    "systemic_importance": 0.37,
    "propagation_potential": 0.55,
    "market_sensitivity": 0.38,
    "confidence": 0.97,
    "article_count": 3,
    "evidence_source_count": 1,
    "supporting_story_count": 1,
    "metric_inputs": {
      "magnitude": {
        "path": "economic",
        "value": 3,
        "why": "The Skeyes strike caused 46 flight cancellations at a major Belgian airport, a significant but localized transport disruption."
      },
      "systemic": {
        "node": "Brussels South Charleroi Airport",
        "size": {
          "value": 0.35,
          "why": "The airport is a significant regional passenger hub, but the article gives no evidence that it is a national or global chokepoint."
        },
        "interconnectedness": {
          "value": 0.45,
          "why": "Flight cancellations affect passengers, airlines, and connecting travel services."
        },
        "irreplaceability": {
          "value": 0.3,
          "why": "Flights can potentially be rerouted through other airports, although the article does not detail available alternatives."
        }
      },
      "propagation": {
        "channel": {
          "value": 0.65,
          "why": "Operational dependency connects air traffic control directly to airport departures and arrivals, with effects on airlines and passengers."
        },
        "coupling": {
          "value": 0.7,
          "why": "Air traffic control is required for scheduled operations, and the nighttime walkouts directly cancel flights during the affected period."
        },
        "breach": {
          "value": 0.35,
          "why": "The strike represents a service disruption at the airport, but no unprecedented or previously impassable threshold is reported."
        },
        "primed": {
          "value": 0.3,
          "why": "The article reports scheduled flights and passenger stranding risks but no broader aviation-system stress."
        },
        "containment": {
          "value": 0.25,
          "why": "Passengers retain rebooking, refunds, meals, and accommodation rights, but no operational restoration or alternative capacity is reported."
        }
      },
      "market": {
        "claim_exposure": {
          "value": 0.35,
          "why": "The article states a material change to air transport capacity at Brussels South Charleroi Airport, affecting dozens of flights, but does not identify a specific traded operator as the subject."
        },
        "economic_bite": {
          "value": 0.4,
          "why": "The disruption is in force but partial and time-bounded: 46 flights were canceled for Saturday amid nightly strike action."
        }
      }
    },
    "metric_version": "v2-2026-07-24"
  }
}

Use GDELT Cloud to find reported European transport strikes and inspect nearby infrastructure. Use a bounded date window. Include source links and report missing coverage.

WORKS WELL TOGETHER

Add a useful layer.

Suggested combined workflow
01

GDELT Cloud finds a reported development

02

Bigdata.com adds financial context

03

Your app connects the research

Explore the GDELT Cloud workflow

A GEOGRAPHIC API COMPARISON

Local news. Global reach.

6 city areas · 5 continents

GDELT Cloud returned local reporting in every city area we tested. Selected results from September 19–25, 2026:

INTERNATIONAL REPORTING

One local development. Three source languages.

The Lyon burglary appears in French, Arabic and Greek reporting retrieved by GDELT Cloud.

01 Choose a place or radius02 Retrieve Stories & Events03 Connect sources, actors & facilities

Both returned local reporting. GDELT Cloud adds radius queries and coded locations; Bigdata connects place-based news to financial research.

Try a geographic query
Which services returned these selected developments?

These six examples were selected from GDELT Cloud results. “Found” means the same development was located in the tested queries; “Related report” describes another action in the same dispute. “Not located” does not establish absence from a provider’s corpus. All three APIs returned other local reporting.

Matches for six selected GDELT Cloud local developments
ExampleGDELT CloudBigdata.com
LyonFoundFound
DurbanFoundFound
RecifeFoundNot located
SurabayaFoundNot located
PuneFoundFound
WinnipegFoundRelated report
Geographic methods, native records & sources

We chose Lyon, Durban, Recife, Surabaya, Pune and Winnipeg before retrieval. GDELT Cloud used 50-km Event queries, surrounding Story bounding boxes and city-name Story searches. All seven requested dates had complete serving evidence. These selected examples demonstrate local reporting; they do not measure worldwide recall or street-level coordinate accuracy. A city centroid can represent a broader reported location.

Bigdata used resolved place entities and targeted news searches. NewsAPI.ai used occurrence-location filters, with a separate place-concept refinement where needed; publisher location is a different filter. Document publication dates, cluster dates and Event action dates differ, as do native geographic boundaries. Returned documents, articles, clusters and coded Events are different units. Seerist was reviewed through public documentation only.

The international example uses three separate native Story records for the same reported development, not a single merged cluster. Source language does not establish publisher country or independent corroboration. Display headlines are concise editorial labels; the native fields below retain the returned wording.

[
  {
    "language": "French",
    "story_id": "5a60d998228b",
    "story_url": "https://gdeltcloud.com/stories/thieves-filmed-smashing-lyon-jewelry-store-with-hammers-befo-5a60d998",
    "source": "20minutes.fr",
    "source_url": "https://www.20minutes.fr/lyon/4247982-20260923-lyon-voleurs-filmes-train-braquer-bijouterie-coups-marteau-enfuyant-voiture-societe",
    "receipt_sha256": "40b06684084dbaec9c5842a0fac3524a4f21eaba9901b425b39d4fc3ca0fa288",
    "language_breakdown": [
      {
        "language": "fr",
        "count": 1
      }
    ]
  },
  {
    "language": "Arabic",
    "story_id": "428e1f752937",
    "story_url": "https://gdeltcloud.com/stories/four-thieves-smash-french-jewelry-store-window-and-flee-in-s-428e1f75",
    "source": "arabic.rt.com",
    "source_url": "https://arabic.rt.com/society/1836108-%D9%81%D8%B1%D9%86%D8%B3%D8%A7-%D8%A3%D8%B1%D8%A8%D8%B9%D8%A9-%D9%84%D8%B5%D9%88%D8%B5-%D9%8A%D8%AD%D8%B7%D9%85%D9%88%D9%86-%D9%88%D8%A7%D8%AC%D9%87%D8%A9-%D9%85%D8%AD%D9%84-%D9%85%D8%AC%D9%88%D9%87%D8%B1%D8%A7%D8%AA-%D9%88%D9%8A%D9%81%D8%B1%D9%88%D9%86-%D9%81%D9%8A-%D8%B3%D9%8A%D8%A7%D8%B1%D8%A9-%D9%85%D8%B3%D8%B1%D9%88%D9%82%D8%A9/",
    "receipt_sha256": "56bcc98e12a2395d66df163b04e60c15a1ebbc2f3f7fe8e72fd7b5c608c1c015",
    "language_breakdown": [
      {
        "language": "ar",
        "count": 1
      }
    ]
  },
  {
    "language": "Greek",
    "story_id": "570aafd77cac",
    "story_url": "https://gdeltcloud.com/stories/robbers-smash-lyon-jewelry-store-window-steal-jewelry-and-fl-570aafd7",
    "source": "protothema.gr",
    "source_url": "https://protothema.gr/world/article/1883360/luon-espasan-me-sfuria-ti-vitrina-kosmimatopoleiou-arpaxan-kosmimata-kai-diefugan-me-ih/",
    "receipt_sha256": "56bcc98e12a2395d66df163b04e60c15a1ebbc2f3f7fe8e72fd7b5c608c1c015",
    "language_breakdown": [
      {
        "language": "el",
        "count": 1
      }
    ]
  }
]

GDELT Cloud geographic parameters ↗ · Bigdata place filters ↗ · NewsAPI.ai location filters ↗ · Seerist Asset Profiles ↗

Lyon: native GDELT Cloud fields

/api/v2/events?date_start=2026-09-19&date_end=2026-09-25&limit=20&include_images=false&include_entity_images=false&sort=recent&near=45.764%2C4.8357&radius_km=50
{
  "id": "cameoplus_3288dfa4e9f64f84",
  "url": "https://gdeltcloud.com/events/unidentified-thieves-rob-endenly-jewelry-store-in-lyon--cameoplus_3288dfa4e9f64f84",
  "title": "Unidentified thieves rob Endenly jewelry store in Lyon",
  "event_date": "2026-09-23",
  "event_date_basis": "relative_date",
  "category": "CRIME",
  "geo": {
    "country": "France",
    "region": "Europe",
    "continent": "Europe",
    "admin1": "Auvergne-Rhône-Alpes",
    "location": "Rue des Archers, Lyon",
    "latitude": 45.7597,
    "longitude": 4.832,
    "geo_precision": 1,
    "geo_precision_label": "exact_place"
  },
  "language_breakdown": [
    {
      "language": "ar",
      "count": 1
    }
  ],
  "top_articles": [
    {
      "url": "https://www.20minutes.fr/lyon/4247982-20260923-lyon-voleurs-filmes-train-braquer-bijouterie-coups-marteau-enfuyant-voiture-societe",
      "title": "Lyon : Des voleurs filmés en train de braquer une bijouterie à coups de marteau et s'enfuyant dans une voiture de société",
      "domain": "20minutes.fr"
    },
    {
      "url": "https://arabic.rt.com/society/1836108-%D9%81%D8%B1%D9%86%D8%B3%D8%A7-%D8%A3%D8%B1%D8%A8%D8%B9%D8%A9-%D9%84%D8%B5%D9%88%D8%B5-%D9%8A%D8%AD%D8%B7%D9%85%D9%88%D9%86-%D9%88%D8%A7%D8%AC%D9%87%D8%A9-%D9%85%D8%AD%D9%84-%D9%85%D8%AC%D9%88%D9%87%D8%B1%D8%A7%D8%AA-%D9%88%D9%8A%D9%81%D8%B1%D9%88%D9%86-%D9%81%D9%8A-%D8%B3%D9%8A%D8%A7%D8%B1%D8%A9-%D9%85%D8%B3%D8%B1%D9%88%D9%82%D8%A9/",
      "title": "فرنسا.. أربعة لصوص يحطمون واجهة محل مجوهرات ويفرون في سيارة مسروقة",
      "domain": "arabic.rt.com"
    }
  ]
}

Durban: native GDELT Cloud fields

/api/v2/events?date_start=2026-09-19&date_end=2026-09-25&limit=20&include_images=false&include_entity_images=false&sort=recent&near=-29.8587%2C31.0218&radius_km=50
{
  "id": "cameoplus_d28d14a19975fcf1",
  "url": "https://gdeltcloud.com/events/ifp-president-launches-municipal-policy-manifesto-in-durban--cameoplus_d28d14a19975fcf1",
  "title": "IFP president launches municipal policy manifesto in Durban",
  "event_date": "2026-09-20",
  "event_date_basis": "relative_date",
  "category": "POLITICAL",
  "geo": {
    "country": "South Africa",
    "region": "Southern Africa",
    "continent": "Africa",
    "admin1": "KwaZulu-Natal",
    "location": "Princess Magogo Stadium, KwaMashu, Durban",
    "latitude": -29.7453,
    "longitude": 30.9874,
    "geo_precision": 1,
    "geo_precision_label": "exact_place"
  },
  "language_breakdown": [
    {
      "language": "en",
      "count": 2
    }
  ],
  "top_articles": [
    {
      "url": "https://www.jacarandafm.com/news/news/ifp-unveils-manifesto-ahead-of-local-govt-elections/",
      "title": "IFP unveils manifesto ahead of local govt elections",
      "domain": "jacarandafm.com"
    }
  ]
}

Recife: native GDELT Cloud fields

/api/v2/events?date_start=2026-09-19&date_end=2026-09-25&limit=20&include_images=false&include_entity_images=false&sort=recent&near=-8.0476%2C-34.877&radius_km=50
{
  "id": "conflict_9e122318239ccc30",
  "url": "https://gdeltcloud.com/events/mnlm-protesters-block-recife-avenue-demanding-housing--conflict_9e122318239ccc30",
  "title": "MNLM protesters block Recife avenue demanding housing",
  "event_date": "2026-09-22",
  "event_date_basis": "explicit_date",
  "category": "Protests",
  "geo": {
    "country": "Brazil",
    "region": "South America",
    "continent": "South America",
    "admin1": "Pernambuco",
    "location": "Recife",
    "latitude": -8.0476,
    "longitude": -34.877,
    "geo_precision": 1,
    "geo_precision_label": "exact_place"
  },
  "language_breakdown": [
    {
      "language": "pt",
      "count": 1
    }
  ],
  "top_articles": [
    {
      "url": "https://g1.globo.com/pe/pernambuco/noticia/2026/09/22/manifestantes-fazem-protesto-por-moradia-no-recife.ghtml",
      "title": "Manifestantes fazem protesto por moradia no Recife",
      "domain": "g1.globo.com"
    }
  ]
}

Surabaya: native GDELT Cloud fields

/api/v2/events?date_start=2026-09-19&date_end=2026-09-25&limit=20&include_images=false&include_entity_images=false&sort=recent&near=-7.2575%2C112.7521&radius_km=50
{
  "id": "conflict_399dab441480166c",
  "url": "https://gdeltcloud.com/events/indonesian-workers-demand-task-force-to-prevent-layoffs-in-s--conflict_399dab441480166c",
  "title": "Indonesian workers demand task force to prevent layoffs in Surabaya",
  "event_date": "2026-09-24",
  "event_date_basis": "explicit_date",
  "category": "Protests",
  "geo": {
    "country": "Indonesia",
    "region": "Southeast Asia",
    "continent": "Asia",
    "admin1": "East Java",
    "location": "Surabaya",
    "latitude": -7.2575,
    "longitude": 112.7521,
    "geo_precision": 1,
    "geo_precision_label": "exact_place"
  },
  "language_breakdown": [
    {
      "language": "id",
      "count": 1
    }
  ],
  "top_articles": [
    {
      "url": "https://beritajatim.com/koalisi-besar-perjuangan-buruh-indonesia-demo-di-dprd-jatim-desak-pemerintah-bentuk-satgas-khusus-cegah-gelombang-phk",
      "title": "Koalisi Besar Perjuangan Buruh Indonesia Demo di DPRD Jatim, Desak Pemerintah Bentuk Satgas Khusus Cegah Gelombang PHK",
      "domain": "beritajatim.com"
    }
  ]
}

Pune: native GDELT Cloud fields

/api/v2/events?date_start=2026-09-19&date_end=2026-09-25&limit=20&include_images=false&include_entity_images=false&sort=recent&near=18.5204%2C73.8567&radius_km=50
{
  "id": "conflict_1bbae72bd384910b",
  "url": "https://gdeltcloud.com/events/sfi-launches-indefinite-sit-in-over-pune-university-meal-cha--conflict_1bbae72bd384910b",
  "title": "SFI launches indefinite sit-in over Pune university meal charges",
  "event_date": "2026-09-21",
  "event_date_basis": "explicit_date",
  "category": "Protests",
  "geo": {
    "country": "India",
    "region": "South Asia",
    "continent": "Asia",
    "admin1": "Maharashtra",
    "location": "Pune",
    "latitude": 18.5204,
    "longitude": 73.8567,
    "geo_precision": 1,
    "geo_precision_label": "exact_place"
  },
  "language_breakdown": [
    {
      "language": "en",
      "count": 1
    }
  ],
  "top_articles": [
    {
      "url": "https://www.thehindu.com/news/national/maharashtra/sfi-begins-indefinite-sit-in-protest-at-savitribai-phule-pune-university-over-10-increase-in-meal-charges/article71492697.ece",
      "title": "SFI begins indefinite sit-in protest at Savitribai Phule Pune University over ₹10 increase in meal charges",
      "domain": "thehindu.com"
    }
  ]
}

Winnipeg: native GDELT Cloud fields

/api/v2/events?date_start=2026-09-19&date_end=2026-09-25&limit=20&include_images=false&include_entity_images=false&sort=recent&near=49.8951%2C-97.1384&radius_km=50
{
  "id": "conflict_eb2bcf63b1422d3b",
  "url": "https://gdeltcloud.com/events/workers-alliance-winnipeg-rallies-for-dynacare-workers--conflict_eb2bcf63b1422d3b",
  "title": "Workers’ Alliance Winnipeg rallies for Dynacare workers",
  "event_date": "2026-09-20",
  "event_date_basis": "publication_day_inference",
  "category": "Protests",
  "geo": {
    "country": "Canada",
    "region": "North America",
    "continent": "North America",
    "admin1": "Manitoba",
    "location": "Winnipeg",
    "latitude": 49.8951,
    "longitude": -97.1384,
    "geo_precision": 1,
    "geo_precision_label": "exact_place"
  },
  "language_breakdown": [
    {
      "language": "en",
      "count": 1
    }
  ],
  "top_articles": [
    {
      "url": "https://www.winnipegfreepress.com/this-just-in/group-rallies-to-support-dynacare-workers",
      "title": "Group rallies to support Dynacare workers – Winnipeg Free Press",
      "domain": "winnipegfreepress.com"
    }
  ]
}

MORE ANSWERS FROM THE SAME SUBSCRIPTION

From news coverage to useful context.

Actual NVIDIA results · September 19–25, 2026

LANGUAGE COVERAGE16 languages

See where the reporting travels.

EnglishChineseGreekPortugueseArabicSpanish

Source languages represented in this entity’s scored news evidence.

ENTITY TONE63 scored Stories

Measure tone toward the entity.

English
+4.0
Chinese
+10.6
Greek
+2.5

News tone by language · −100 to +100. 63 of 106 candidate Stories scored.

SHARE OF VOICE2.72%

Put attention in perspective.

14of514Stories

NVIDIA’s share of TECHNOLOGY Stories on September 22.

Add the context your question needsPolitical offices & holdersCompany filingsInfrastructure & ownershipExplore the endpoints
Native JSON, requests & measurement basis

Selected fields from saved GDELT Cloud API responses. Tone is entity-conditioned, not whole-article sentiment. The news tone result contains 63 scored Stories from 106 candidates; language scores describe evidence within that scored subset, not all reporting in each language. A Story can carry evidence in several languages. Unknown language is excluded from the displayed language count. Share of voice uses a separate TECHNOLOGY-filtered canonical Story denominator for September 22.

Political offices and other context are separate documented endpoints, not fields demonstrated by this NVIDIA tone response. Paid plans include these data families; additional reads use the shared QU allowance.

/api/v2/entity-tone

/api/v2/entity-tone?entity_id=e_2af946de69c91484&date_start=2026-09-19&date_end=2026-09-25&include_evidence=true&evidence_limit=20&limit=20
{
  "entity_coverage": [
    {
      "candidate_story_count": 106,
      "scored_news_story_count": 63,
      "mean_news_tone": 6.126984051295689
    }
  ],
  "rows": [
    {
      "bucket_date": "2026-09-19",
      "avg_news_tone_score": 2.545454502105713,
      "scored_news_story_count": 11
    },
    {
      "bucket_date": "2026-09-20",
      "avg_news_tone_score": 2,
      "scored_news_story_count": 1
    },
    {
      "bucket_date": "2026-09-21",
      "avg_news_tone_score": 8.454545021057129,
      "scored_news_story_count": 11
    },
    {
      "bucket_date": "2026-09-22",
      "avg_news_tone_score": 7.92307710647583,
      "scored_news_story_count": 13
    },
    {
      "bucket_date": "2026-09-23",
      "avg_news_tone_score": 4.785714149475098,
      "scored_news_story_count": 14
    },
    {
      "bucket_date": "2026-09-24",
      "avg_news_tone_score": 11,
      "scored_news_story_count": 5
    },
    {
      "bucket_date": "2026-09-25",
      "avg_news_tone_score": 4.75,
      "scored_news_story_count": 8
    }
  ],
  "language_breakdown": [
    {
      "language": "en",
      "avg_news_tone_score": 3.95,
      "news_article_count": 40
    },
    {
      "language": "unknown",
      "avg_news_tone_score": 5.115384615384615,
      "news_article_count": 26
    },
    {
      "language": "zh",
      "avg_news_tone_score": 10.625,
      "news_article_count": 16
    },
    {
      "language": "el",
      "avg_news_tone_score": 2.5,
      "news_article_count": 16
    },
    {
      "language": "pt",
      "avg_news_tone_score": 2,
      "news_article_count": 4
    },
    {
      "language": "no",
      "avg_news_tone_score": 3,
      "news_article_count": 3
    },
    {
      "language": "es",
      "avg_news_tone_score": 0,
      "news_article_count": 3
    },
    {
      "language": "da",
      "avg_news_tone_score": 6.666666666666667,
      "news_article_count": 3
    },
    {
      "language": "ar",
      "avg_news_tone_score": 18,
      "news_article_count": 2
    },
    {
      "language": "fr",
      "avg_news_tone_score": 35,
      "news_article_count": 2
    },
    {
      "language": "ru",
      "avg_news_tone_score": 0,
      "news_article_count": 2
    },
    {
      "language": "nl",
      "avg_news_tone_score": 20,
      "news_article_count": 2
    },
    {
      "language": "ko",
      "avg_news_tone_score": 7.5,
      "news_article_count": 2
    },
    {
      "language": "it",
      "avg_news_tone_score": 3,
      "news_article_count": 2
    },
    {
      "language": "sq",
      "avg_news_tone_score": 0,
      "news_article_count": 2
    },
    {
      "language": "tr",
      "avg_news_tone_score": 0,
      "news_article_count": 2
    },
    {
      "language": "ur",
      "avg_news_tone_score": 0,
      "news_article_count": 1
    }
  ]
}

/api/v2/share-of-voice

/api/v2/share-of-voice?entities=e_2af946de69c91484&start_date=2026-09-19&end_date=2026-09-25&category=TECHNOLOGY&limit=20
{
  "bucket_date": "2026-09-22",
  "display_name": "Nvidia",
  "denominator_profile_json": "{\"scope\":{\"category\":\"TECHNOLOGY\"},\"start_date\":\"2026-09-19\",\"end_date\":\"2026-09-25\"}",
  "denominator_story_count": 514,
  "entity_story_count": 14,
  "story_share": 0.027237354085603113
}

AGGREGATES, ALREADY COMPUTED

The chart is an API response.

Build a country activity panel.

Get grouped counts from summary endpoints. Use list and detail endpoints when a reader wants to investigate.

304Event records/events/summary
1,076Stories/stories/summary
Open this request in API Arena

Thailand involvement · September 19–25, 2026

Largest categories · Event records · Saved Sep 26, 2026
Political
122
Crime
58
Environment
56
Infrastructure
24
Corporate
16
Economic
12

Group by day, category or location. Explore dedicated Tone and Share of Voice endpoints, too.

Requests, returned JSON & counting basis
curl 'https://gdeltcloud.com/api/v2/events/summary?date_start=2026-09-19&date_end=2026-09-25&country=THA&group_by=category&limit=20' \
  -H 'Authorization: Bearer YOUR_API_KEY'

Event dates and Story reporting dates have different meanings. Country filter includes location or actor origin. Actual saved GDELT Cloud results. Both requests served all seven dates. Counts describe each endpoint’s own records; they are not a count of independently verified incidents. Selected response fields below.

/api/v2/events/summary

{
  "success": true,
  "group_by": "category",
  "data": [
    {
      "key": "POLITICAL",
      "latest_date": "2026-09-25",
      "event_count": 122,
      "article_count": 254
    },
    {
      "key": "CRIME",
      "latest_date": "2026-09-25",
      "event_count": 58,
      "article_count": 79
    },
    {
      "key": "ENVIRONMENT",
      "latest_date": "2026-09-25",
      "event_count": 56,
      "article_count": 157
    },
    {
      "key": "INFRASTRUCTURE",
      "latest_date": "2026-09-25",
      "event_count": 24,
      "article_count": 31
    },
    {
      "key": "CORPORATE",
      "latest_date": "2026-09-25",
      "event_count": 16,
      "article_count": 17
    },
    {
      "key": "ECONOMIC",
      "latest_date": "2026-09-25",
      "event_count": 12,
      "article_count": 12
    },
    {
      "key": "Protests",
      "latest_date": "2026-09-24",
      "event_count": 10,
      "article_count": 10
    },
    {
      "key": "HEALTH",
      "latest_date": "2026-09-25",
      "event_count": 2,
      "article_count": 2
    },
    {
      "key": "Violence against civilians",
      "latest_date": "2026-09-20",
      "event_count": 1,
      "article_count": 1
    },
    {
      "key": "TECHNOLOGY",
      "latest_date": "2026-09-19",
      "event_count": 1,
      "article_count": 1
    },
    {
      "key": "Battles",
      "latest_date": "2026-09-19",
      "event_count": 1,
      "article_count": 1
    },
    {
      "key": "Strategic developments",
      "latest_date": "2026-09-20",
      "event_count": 1,
      "article_count": 1
    }
  ],
  "meta": {
    "coverage": {
      "start": "2026-03-01",
      "end": "2026-09-26",
      "note": "First day of continuous event coding. Rows dated earlier exist but are back-dated occurrence dates written by 2026 ingest — a scatter of individual events, not coverage of those periods.",
      "warnings": [],
      "served_dates": [
        "2026-09-19",
        "2026-09-20",
        "2026-09-21",
        "2026-09-22",
        "2026-09-23",
        "2026-09-24",
        "2026-09-25"
      ],
      "missing_dates": [],
      "awaiting_dates": [],
      "window_complete": true
    },
    "query_window": {
      "date_start": "2026-09-19",
      "date_end": "2026-09-25",
      "date_basis": "event_date",
      "date_bounds": "inclusive",
      "observed_start": null,
      "observed_end": null,
      "observed_basis": "coded_at",
      "observed_end_exclusive": true,
      "source": "explicit"
    }
  }
}

/api/v2/stories/summary

{
  "success": true,
  "group_by": "category",
  "data": [
    {
      "key": "cameoplus_political",
      "latest_date": "2026-09-25",
      "story_count": 410,
      "article_count": 701
    },
    {
      "key": "cameoplus_environment",
      "latest_date": "2026-09-25",
      "story_count": 179,
      "article_count": 207
    },
    {
      "key": "cameoplus_crime",
      "latest_date": "2026-09-25",
      "story_count": 176,
      "article_count": 266
    },
    {
      "key": "cameoplus_economic",
      "latest_date": "2026-09-25",
      "story_count": 115,
      "article_count": 125
    },
    {
      "key": "cameoplus_infrastructure",
      "latest_date": "2026-09-25",
      "story_count": 86,
      "article_count": 107
    },
    {
      "key": "conflict_security",
      "latest_date": "2026-09-25",
      "story_count": 48,
      "article_count": 51
    },
    {
      "key": "cameoplus_corporate",
      "latest_date": "2026-09-25",
      "story_count": 26,
      "article_count": 27
    },
    {
      "key": "cameoplus_health",
      "latest_date": "2026-09-25",
      "story_count": 16,
      "article_count": 19
    },
    {
      "key": "cameoplus_technology",
      "latest_date": "2026-09-25",
      "story_count": 16,
      "article_count": 18
    },
    {
      "key": "cameoplus_demographic",
      "latest_date": "2026-09-24",
      "story_count": 3,
      "article_count": 3
    },
    {
      "key": "cameoplus_information",
      "latest_date": "2026-09-25",
      "story_count": 1,
      "article_count": 1
    }
  ],
  "meta": {
    "coverage": {
      "start": "2026-03-08",
      "end": "2026-09-26",
      "note": "First day of continuous story clustering. Clusters are dated by observation, so this is the true minimum.",
      "warnings": [],
      "served_dates": [
        "2026-09-19",
        "2026-09-20",
        "2026-09-21",
        "2026-09-22",
        "2026-09-23",
        "2026-09-24",
        "2026-09-25"
      ],
      "missing_dates": [],
      "geography_missing_dates": [],
      "awaiting_dates": [],
      "window_complete": true
    },
    "query_window": {
      "date_start": "2026-09-19",
      "date_end": "2026-09-25",
      "date_basis": "story_date",
      "date_bounds": "inclusive",
      "observed_start": null,
      "observed_end": null,
      "observed_basis": "cluster_updated_at",
      "observed_end_exclusive": true,
      "source": "explicit"
    }
  }
}

A PRACTICAL STARTING POINT

Start small.
Build something useful.

One API for reporting, events and connected datasets. Start with an evaluation, then choose the capacity your application needs.

Compare GDELT Cloud plans
BuilderMONTHLY BILLING
$59/ month

1,500 Query Units included

Example application10 country refreshes / day
30 days × 3 QU per refresh900 QU / month

Each refresh: Event summary + Story summary + one facilities page. Three standard calls; no pagination or generated report.

  • REST API + MCP access
  • All data families included
  • 3 daily Monitors included
Start your evaluation
How we compared · sources & evaluation scope

Selected workflows, real retrieval.

We publish this comparison as GDELT Cloud. We selected workflows relevant to builders, including our strengths, competitor-native jobs and possible complementary uses. Product-fit takeaways are our editorial conclusions.

Bigdata.com and NewsAPI.ai were evaluated through their APIs. The shared task period was September 19–25, 2026. Query clocks, geographical filters and returned units differ. We tested native search, document and cluster retrieval, typed annotations and mentions, financial data, connected reference data and summary analytics. Seerist was reviewed through public documentation only. We make no product-wide accuracy, recall or latency ranking.

Visual GDELT Cloud examples are selected records from separately saved API captures, with each exhibit’s own dates displayed. Reporting dates were fully admitted by the serving layer. That confirms retrieval coverage, not the factual accuracy of every source. Publication-inferred dates are identified on the record.

Prices and documentation were checked on 2026-09-26; GDELT Cloud plan values use the current public catalog. Query Units, document tokens and NewsAPI tokens are different billing units. Company filings and infrastructure have independent dates; proximity and a shared company or country do not prove financial or operational impact.

Fictional output illustrations use inspected native response structures; they are separate from the measured findings and saved GDELT Cloud examples. Each table’s “Comparison details & sources” links the supporting documentation. API examples link their reporting evidence.