MarketplaceData catalogue
DeepInsights inventory

Data catalogue

Find datasets, series, publications and extracts across the marketplace.

Warehouse rows
4.67B
Structured DB
1,255.05 GB
Live data store
139.80 GB
Data tables
1,02,754
Publications & data products
1,412
About these figures

BigQuery reports 4,665,261,859 physical rows across 72 native base tables in 8 catalogue warehouses, measured on . Structured DB measures logical bytes across the same tables. The headline excludes 4 verified staging and backup tables with 359,440 rows and 0.13 GB of logical storage. Separate publisher editions can contain overlapping observations.

The earlier 40-MCP inventory reported 1,115,017,091 records across warehouses, files and upstream sources, including 811,051,329 upstream survey records from MoSPI NADA.

Live data store measures 139.80 GB of live catalogue objects across 39 Cloud Storage buckets, measured on .

UNCTAD ingestion files account for 153.97 GB of additional live storage. Retained soft-deleted objects account for 101.90 GB. Raw publisher archives and their corresponding BigQuery tables are measured in their respective storage layers.

Data tables counts 1,02,754 publisher tables held across the marketplace MCPs, measured in each MCP's own store on 2026-11-10: one table, sheet, dataflow, report section or API dataset in one edition counts once, the way data.gov.in counts resources. Raw copies, backups and archive duplicates are not counted twice. They belong to 1,412 publications and data products — six Economic Survey reports are one publication — which hold 10,664 editions, 9,269 series and 19,717 documents. India Intelligence and Survey chapter packs are built from these MCPs and are not added. Geo-Spatial can also reach 2,36,742 data.gov.in resources live; they are not held and not counted.

The search index includes 12,121 datasets (tables, survey studies and map layers) and 367 individually indexed series. Separate live and archived access routes can have their own entries. These figures apply across the catalogue, regardless of filters.

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Catalogue results

IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

View coverage

37 results

Holdings indexed. Observed from deployed authenticated MCP: list_datasets inventory, country_reports (449 reports) and tools/list.

  • article iv indicators

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    Article IV 'Selected Economic Indicators' across every report for a country: each report is a vintage of IMF staff numbers (actual / estimate / projection). Filter by indicator words ('real gdp', 'general government debt', 'current account'), period ('2024', '2024/25'), status ('projection'), consultation years. latest_only=True keeps the newest report's value per indicator/period. Good for 'what

    capability

  • bop series

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    Balance of payments (BOP, BPM6). Defaults: India's current account balance, net, USD, quarterly. indicator e.g. CAB, GS (goods and services), G, S, IN1 (primary income), D (direct investment), P (portfolio), RA_FA (reserve assets); entry CD_T credit, DB_T debit, NETCD_T net; unit USD or XDC.

    capability

  • cofer

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    Currency composition of official foreign exchange reserves (COFER). Default: world (G001) currency shares (SHRO_PT, % of allocated reserves), quarterly. measure NV_USD for USD amounts; currency CI_USD, CI_EUR, CI_CNY, …; indicator AFXRA allocated, TFXRA total, UFXRA unallocated.

    capability

  • commodity prices

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    IMF Primary Commodity Prices (PCPS). commodity e.g. POILAPSP (average crude), POILBRE (Brent), PNGASEU, PWHEAMT, PGOLD, PALLFNF (all commodities index); transformation USD (price), INDEX, INDEX_PCH, INDEX_PCHY; frequency M, Q or A.

    capability

  • country report

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    One IMF Country Report: its sections (PDF outline), every captioned table (number, title, page, year columns, parsed or not), page count, the imf.org PDF URL, sha256, DOI and citation. report_id is the IMF Country Report number: 'CR25/054', '25/54'.

    capability

  • country report table

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    A statistical table from an IMF Country Report, by number ('1', 'Table 3') or title words ('balance of payments', 'general government operations', 'financial soundness'). Long rows {section, indicator, period, status (actual/estimate/projection), value, page}, or layout='wide'. Values are as printed (units in the indicator/section labels).

    capability

  • country report text

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    Text of an IMF Country Report by pages ('5-9,12'), by section title words ('staff appraisal', 'risk assessment', 'debt sustainability') or the pages containing all `query` words. Each answer cites the report, page and PDF.

    capability

  • country reports

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    IMF Staff Country Reports held as text + parsed tables: Article IV staff reports for the 20 largest economies (USA, CHN, DEU, JPN, IND, GBR, FRA, ITA, CAN, BRA, RUS, ESP, MEX, AUS, KOR, TUR, IDN, NLD, SAU, CHE) published 2001 onwards, and every Country Report about India (Article IV, Selected Issues, FSAP, ROSC, technical assistance). Filters: country (ISO3 or name, comma list), kind (article_iv_s

    capability

  • datamapper economies

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    DataMapper economy codes: countries, regions and analytical groups.

    capability

  • datamapper indicators

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    IMF DataMapper indicators (132 across WEO, FM, GDD, AFRREO, …) with unit, dataset and the edition they belong to ('World Economic Outlook (October 2026)' -> 2026-10).

    capability

  • datamapper series

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    One DataMapper indicator for the given economies (ISO3 or WEOWORLD, ADVEC, OEMDC, …; default all), annual rows with the edition as vintage. Current edition only.

    capability

  • dataset structure

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    Dimensions of a dataflow in key order, each with its codelist and the codes actually present (availability), so keys are built, not guessed. Also series count and time span. `dimension` limits the output to one dimension; available_only=False lists the whole codelist; `filters` (e.g. {'COUNTRY': 'IND'}) narrows availability to the codes present for that slice.

    capability

  • esr editions

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    List IMF External Sector Report editions with their chapter data workbooks.

    capability

  • esr table

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    Figure / table data from an External Sector Report chapter workbook.

    capability

  • fm editions

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    List IMF Fiscal Monitor issues with their downloadable database workbooks and SDMX vintage flows.

    capability

  • fm table

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    A table or figure-data sheet from a Fiscal Monitor database workbook.

    capability

  • fsi series

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    Financial Soundness Indicators, core and additional (FSIC): capital adequacy, NPLs, returns, liquidity, by sector (S12CFSI deposit takers, …). search_indicators finds codes.

    capability

  • fund position

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    A member's financial position in the IMF as of a month end (default: last month end): membership status; quota, Fund holdings of its currency, reserve tranche (SDR million, % of quota); SDR allocation and holdings; outstanding purchases and loans; lending arrangements (type, dates, amounts approved and drawn); projected payments to the Fund. country: name or ISO3 ('India', 'IND'); date 'YYYY-MM' o

    capability

  • fund transactions

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    A member's transactions with the IMF by year up to end_date: disbursements (purchases, loans), repayments (repurchases) and charges/interest, as printed by the IMF Finance Department.

    capability

  • get data

    IMF Data — WEO editions, BOP, IIP, COFER, Article IV reports

    Observations from any IMF dataflow as typed long rows.

    capability

Inventory snapshot 10 Nov 2026. Publisher dates and individual source checks can differ.