# All data downloads - TIGZIG TIGZIG datasets available for download: mutual funds, macro and markets, Indian corporate red flags and cricket. Free, no sign-up. 30 datasets, 138 files. AI agents: the full list of datasets, with a direct link to every file, is https://api.tigzig.com/downloads (JSON). ## MF NAV (mutual funds) API docs: https://www.tigzig.com/apis/mf-nav Download manifest: https://api.tigzig.com/mf/v1/downloads/manifest ### NAV history, every scheme, every day (mf.nav_history) One row per scheme per date, April 2006 to today, for every scheme in AMFI's records including matured and merged ones. ~37.5M rows, updated 3x daily. Source: AMFI (Association of Mutual Funds in India). - CSV.gz ~220 MB: https://api.tigzig.com/mf/v1/download?format=csv.gz - CSV.zip ~239 MB: https://api.tigzig.com/mf/v1/download?format=csv.zip - Parquet ~170 MB: https://api.tigzig.com/mf/v1/download?format=parquet - TSV.gz ~220 MB: https://api.tigzig.com/mf/v1/download?format=tsv.gz - TSV.zip ~239 MB: https://api.tigzig.com/mf/v1/download?format=tsv.zip - SQLite.zip ~1.3 GB: https://api.tigzig.com/mf/v1/download?format=sqlite.zip - SQLite.gz ~1.3 GB: https://api.tigzig.com/mf/v1/download?format=sqlite.gz ### Scheme universe with latest NAV (mf.nav_latest) One row per scheme: scheme master (both ISINs, AMC, category, plan, option), first and last NAV dates, the latest NAV and average AUM. ~38K rows, updated 3x daily. Source: AMFI (Association of Mutual Funds in India). - CSV ~9 MB: https://api.tigzig.com/mf/v1/download?format=latest - CSV.gz ~1 MB: https://api.tigzig.com/mf/v1/download?format=latest.csv.gz - CSV.zip ~1 MB: https://api.tigzig.com/mf/v1/download?format=latest.csv.zip - Parquet ~2 MB: https://api.tigzig.com/mf/v1/download?format=latest.parquet ### Scheme details: fund size, scheme document, expense ratio (mf.scheme_details_latest) One row per scheme: AMFI daily fund size, riskometers, benchmark, the scheme summary document (fund managers, dates, objective, exit load) and the latest TER. Fund-level columns repeat on every plan, so total fund size only where fund_dedup_flag is true. ~11K rows, updated 4x daily. Source: AMFI (Association of Mutual Funds in India). - CSV.gz ~3 MB: https://api.tigzig.com/mf/v1/download/scheme_details_latest?format=csv.gz - Parquet ~1 MB: https://api.tigzig.com/mf/v1/download/scheme_details_latest?format=parquet ### Scheme details: rows that could not be matched cleanly (mf.data_quality) The rows where AMFI's daily feed and the scheme documents could not be matched cleanly, with the reason for each. 513 rows, updated 4x daily. Source: AMFI (Association of Mutual Funds in India). - CSV ~140 KB: https://api.tigzig.com/mf/v1/download/data_quality?format=csv - JSON ~200 KB: https://api.tigzig.com/mf/v1/download/data_quality?format=json ## TREMOR (macro and markets) API docs: https://www.tigzig.com/apis/tremor Download manifest: https://api.tigzig.com/v1/downloads/manifest ### Macro indicators, all series (tremor.macro_indicators) Long format: one row per indicator per date, across the publicly visible macro, credit, valuation, India, global and FX series. Join to indicator_config for each series' name, units and notes. ~286K rows, updated 3x daily. Source: FRED, RBI, MoSPI, OECD, ECB, NY Fed, NCUA, FDIC, Shiller, NSE and others. - CSV.gz ~2 MB: https://api.tigzig.com/v1/download/macro_indicators?format=csv.gz - CSV.zip ~2 MB: https://api.tigzig.com/v1/download/macro_indicators?format=csv - Parquet ~2 MB: https://api.tigzig.com/v1/download/macro_indicators?format=parquet - TSV.gz ~2 MB: https://api.tigzig.com/v1/download/macro_indicators?format=tsv.gz - TSV.zip ~2 MB: https://api.tigzig.com/v1/download/macro_indicators?format=tsv - DuckDB.zip ~1 MB: https://api.tigzig.com/v1/download/macro_indicators?format=duckdb - DuckDB.gz ~1 MB: https://api.tigzig.com/v1/download/macro_indicators?format=duckdb.gz - SQLite.zip ~4 MB: https://api.tigzig.com/v1/download/macro_indicators?format=sqlite - SQLite.gz ~4 MB: https://api.tigzig.com/v1/download/macro_indicators?format=sqlite.gz ### Market prices, daily OHLCV (tremor.stock_prices) Daily open, high, low, close and volume for the market symbols TREMOR tracks: major equity indices, the US 10Y yield, the dollar index, gold, copper and crude oil. ~135K rows, updated 3x daily. Source: Yahoo Finance. - CSV.gz ~3 MB: https://api.tigzig.com/v1/download/stock_prices?format=csv.gz - CSV.zip ~3 MB: https://api.tigzig.com/v1/download/stock_prices?format=csv - Parquet ~4 MB: https://api.tigzig.com/v1/download/stock_prices?format=parquet - TSV.gz ~3 MB: https://api.tigzig.com/v1/download/stock_prices?format=tsv.gz - TSV.zip ~3 MB: https://api.tigzig.com/v1/download/stock_prices?format=tsv - DuckDB.zip ~3 MB: https://api.tigzig.com/v1/download/stock_prices?format=duckdb - DuckDB.gz ~3 MB: https://api.tigzig.com/v1/download/stock_prices?format=duckdb.gz - SQLite.zip ~4 MB: https://api.tigzig.com/v1/download/stock_prices?format=sqlite - SQLite.gz ~4 MB: https://api.tigzig.com/v1/download/stock_prices?format=sqlite.gz ### Indicator dictionary (tremor.indicator_config) One row per macro series: display name, category, units, and notes on methodology and known quirks. The data dictionary for macro_indicators. 360 rows, updated 3x daily. Source: TIGZIG. - CSV.gz ~20 KB: https://api.tigzig.com/v1/download/indicator_config?format=csv.gz - CSV.zip ~20 KB: https://api.tigzig.com/v1/download/indicator_config?format=csv - Parquet ~30 KB: https://api.tigzig.com/v1/download/indicator_config?format=parquet - TSV.gz ~20 KB: https://api.tigzig.com/v1/download/indicator_config?format=tsv.gz - TSV.zip ~20 KB: https://api.tigzig.com/v1/download/indicator_config?format=tsv - DuckDB.zip ~20 KB: https://api.tigzig.com/v1/download/indicator_config?format=duckdb - DuckDB.gz ~20 KB: https://api.tigzig.com/v1/download/indicator_config?format=duckdb.gz - SQLite.zip ~20 KB: https://api.tigzig.com/v1/download/indicator_config?format=sqlite - SQLite.gz ~20 KB: https://api.tigzig.com/v1/download/indicator_config?format=sqlite.gz ### All TREMOR tables in one database file (tremor.all_tables) Every table above in a single file. Open it locally and every table is already loaded. ~422K rows, updated 3x daily. Source: FRED, RBI, MoSPI, OECD, ECB, NY Fed, NCUA, FDIC, Shiller, NSE and others. - DuckDB.zip ~4 MB: https://api.tigzig.com/v1/download/all?format=duckdb - DuckDB.gz ~4 MB: https://api.tigzig.com/v1/download/all?format=duckdb.gz - SQLite.zip ~7 MB: https://api.tigzig.com/v1/download/all?format=sqlite - SQLite.gz ~7 MB: https://api.tigzig.com/v1/download/all?format=sqlite.gz ### India bank credit by sector (RBI) (tremor.india_credit) Outstanding bank credit by economic sector in India, monthly, from the RBI sectoral deployment of bank credit releases, in crore rupees. One row per sector per reporting date, long format. ~3.7K rows, updated monthly, data to Jul 2026. Source: Reserve Bank of India, Sectoral Deployment of Bank Credit. Tool: https://tremor.tigzig.com/tools/india-credit - CSV ~190 KB: https://api.tigzig.com/downloads/tremor_india_credit.csv - Column dictionary CSV ~1 KB: https://api.tigzig.com/downloads/tremor_india_credit_dictionary.csv ### US insurance company investments (Fed Z.1) (tremor.insurance_z1) Financial assets of US life and property-casualty insurers by asset class, quarterly, in millions of US dollars. One row per series per quarter, long format, with the tree position of each series. ~10K rows, updated quarterly, data to Q2 2026. Source: Federal Reserve Board, Financial Accounts of the United States (Z.1), via FRED. Tool: https://tremor.tigzig.com/tools/us-insurance - CSV ~810 KB: https://api.tigzig.com/downloads/tremor_insurance_z1.csv - Column dictionary CSV ~10 KB: https://api.tigzig.com/downloads/tremor_insurance_z1_series.csv ## VIGIL (India red flags) API docs: https://www.tigzig.com/apis/vigil Download manifest: https://api.tigzig.com/vigil/v1/downloads/manifest ### Credit ratings (vigil.credit_ratings) Instrument-level credit rating actions on NSE-listed companies from every rating agency, with the earlier rating alongside. ~14K rows, updated 4x daily. Source: NSE (National Stock Exchange of India) filings. - CSV.gz ~620 KB: https://api.tigzig.com/vigil/v1/download/credit_ratings?format=csv.gz - CSV.zip ~620 KB: https://api.tigzig.com/vigil/v1/download/credit_ratings?format=csv - Parquet ~690 KB: https://api.tigzig.com/vigil/v1/download/credit_ratings?format=parquet - TSV.gz ~620 KB: https://api.tigzig.com/vigil/v1/download/credit_ratings?format=tsv.gz - TSV.zip ~620 KB: https://api.tigzig.com/vigil/v1/download/credit_ratings?format=tsv - SQLite.zip ~810 KB: https://api.tigzig.com/vigil/v1/download/credit_ratings?format=sqlite - SQLite.gz ~810 KB: https://api.tigzig.com/vigil/v1/download/credit_ratings?format=sqlite.gz ### Insider trading disclosures (vigil.insider_trading) Promoter, director and key managerial personnel buy, sell and pledge transactions filed under the insider trading regulations. ~41K rows, updated 4x daily. Source: NSE (National Stock Exchange of India) filings. - CSV.gz ~2 MB: https://api.tigzig.com/vigil/v1/download/insider_trading?format=csv.gz - CSV.zip ~2 MB: https://api.tigzig.com/vigil/v1/download/insider_trading?format=csv - Parquet ~3 MB: https://api.tigzig.com/vigil/v1/download/insider_trading?format=parquet - TSV.gz ~2 MB: https://api.tigzig.com/vigil/v1/download/insider_trading?format=tsv.gz - TSV.zip ~2 MB: https://api.tigzig.com/vigil/v1/download/insider_trading?format=tsv - SQLite.zip ~3 MB: https://api.tigzig.com/vigil/v1/download/insider_trading?format=sqlite - SQLite.gz ~3 MB: https://api.tigzig.com/vigil/v1/download/insider_trading?format=sqlite.gz ### Promoter pledges, latest quarter (vigil.pledge_data) Current promoter pledge and encumbrance levels per listed company. A snapshot of the latest quarter, not a history. ~1.5K rows, updated 4x daily. Source: NSE (National Stock Exchange of India) filings. - CSV.gz ~130 KB: https://api.tigzig.com/vigil/v1/download/pledge_data?format=csv.gz - CSV.zip ~130 KB: https://api.tigzig.com/vigil/v1/download/pledge_data?format=csv - Parquet ~170 KB: https://api.tigzig.com/vigil/v1/download/pledge_data?format=parquet - TSV.gz ~130 KB: https://api.tigzig.com/vigil/v1/download/pledge_data?format=tsv.gz - TSV.zip ~130 KB: https://api.tigzig.com/vigil/v1/download/pledge_data?format=tsv - SQLite.zip ~150 KB: https://api.tigzig.com/vigil/v1/download/pledge_data?format=sqlite - SQLite.gz ~150 KB: https://api.tigzig.com/vigil/v1/download/pledge_data?format=sqlite.gz ### Substantial acquisitions (SAST Reg 29) (vigil.sast_disclosures) Disclosures of substantial acquisition or sale of shares under the takeover code. ~14K rows, updated 4x daily. Source: NSE (National Stock Exchange of India) filings. - CSV.gz ~830 KB: https://api.tigzig.com/vigil/v1/download/sast_disclosures?format=csv.gz - CSV.zip ~830 KB: https://api.tigzig.com/vigil/v1/download/sast_disclosures?format=csv - Parquet ~1 MB: https://api.tigzig.com/vigil/v1/download/sast_disclosures?format=parquet - TSV.gz ~820 KB: https://api.tigzig.com/vigil/v1/download/sast_disclosures?format=tsv.gz - TSV.zip ~820 KB: https://api.tigzig.com/vigil/v1/download/sast_disclosures?format=tsv - SQLite.zip ~1020 KB: https://api.tigzig.com/vigil/v1/download/sast_disclosures?format=sqlite - SQLite.gz ~1020 KB: https://api.tigzig.com/vigil/v1/download/sast_disclosures?format=sqlite.gz ### Encumbrance events (SAST Reg 31/32) (vigil.encumbrance_events) Promoter share pledge creation, release and invocation events. ~2K rows, updated 4x daily. Source: NSE (National Stock Exchange of India) filings. - CSV.gz ~120 KB: https://api.tigzig.com/vigil/v1/download/encumbrance_events?format=csv.gz - CSV.zip ~130 KB: https://api.tigzig.com/vigil/v1/download/encumbrance_events?format=csv - Parquet ~180 KB: https://api.tigzig.com/vigil/v1/download/encumbrance_events?format=parquet - TSV.gz ~120 KB: https://api.tigzig.com/vigil/v1/download/encumbrance_events?format=tsv.gz - TSV.zip ~120 KB: https://api.tigzig.com/vigil/v1/download/encumbrance_events?format=tsv - SQLite.zip ~160 KB: https://api.tigzig.com/vigil/v1/download/encumbrance_events?format=sqlite - SQLite.gz ~160 KB: https://api.tigzig.com/vigil/v1/download/encumbrance_events?format=sqlite.gz ### Surveillance flags (vigil.surveillance_flags) Stocks currently under exchange surveillance measures. 611 rows, updated 4x daily. Source: NSE (National Stock Exchange of India) filings. - CSV.gz ~1 KB: https://api.tigzig.com/vigil/v1/download/surveillance_flags?format=csv.gz - CSV.zip ~1 KB: https://api.tigzig.com/vigil/v1/download/surveillance_flags?format=csv - Parquet ~10 KB: https://api.tigzig.com/vigil/v1/download/surveillance_flags?format=parquet - TSV.gz ~1 KB: https://api.tigzig.com/vigil/v1/download/surveillance_flags?format=tsv.gz - TSV.zip ~1 KB: https://api.tigzig.com/vigil/v1/download/surveillance_flags?format=tsv - SQLite.zip ~10 KB: https://api.tigzig.com/vigil/v1/download/surveillance_flags?format=sqlite - SQLite.gz ~10 KB: https://api.tigzig.com/vigil/v1/download/surveillance_flags?format=sqlite.gz ### Related-party transactions (vigil.rpt_transactions) Related-party transactions disclosed by listed companies. ~356K rows, updated weekly. Source: NSE (National Stock Exchange of India) filings. - CSV.gz ~9 MB: https://api.tigzig.com/vigil/v1/download/rpt_transactions?format=csv.gz - CSV.zip ~9 MB: https://api.tigzig.com/vigil/v1/download/rpt_transactions?format=csv - Parquet ~9 MB: https://api.tigzig.com/vigil/v1/download/rpt_transactions?format=parquet - TSV.gz ~9 MB: https://api.tigzig.com/vigil/v1/download/rpt_transactions?format=tsv.gz - TSV.zip ~9 MB: https://api.tigzig.com/vigil/v1/download/rpt_transactions?format=tsv - SQLite.zip ~14 MB: https://api.tigzig.com/vigil/v1/download/rpt_transactions?format=sqlite - SQLite.gz ~14 MB: https://api.tigzig.com/vigil/v1/download/rpt_transactions?format=sqlite.gz ### All VIGIL tables in one SQLite file (vigil.all_tables) Every table above in a single file. Open it locally and every table is already loaded. ~429K rows, updated 4x daily. Source: NSE (National Stock Exchange of India) filings. - SQLite.zip ~18 MB: https://api.tigzig.com/vigil/v1/download/all?format=sqlite - SQLite.gz ~18 MB: https://api.tigzig.com/vigil/v1/download/all?format=sqlite.gz ## Cricket (ball by ball) API docs: https://www.tigzig.com/apis/database Download manifest: https://api.tigzig.com/cricket/v1/downloads/manifest ### Every delivery, all formats (cricket.ball_by_ball) One row per ball across Test, ODI and T20 internationals, men's and women's, plus the IPL. Filter on the gender and team_type columns. ~5M rows, updated twice daily. Source: Cricsheet (cricsheet.org). - CSV.gz ~54 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball?format=csv.gz - CSV.zip ~54 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball?format=csv.zip - Parquet ~14 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball?format=parquet ### Matches (cricket.match_info) One row per match across every format: teams, venue, date, toss and result. ~11K rows, updated twice daily. Source: Cricsheet (cricsheet.org). - CSV.gz ~560 KB: https://api.tigzig.com/cricket/v1/download/match_info?format=csv.gz - CSV.zip ~560 KB: https://api.tigzig.com/cricket/v1/download/match_info?format=csv.zip - Parquet ~350 KB: https://api.tigzig.com/cricket/v1/download/match_info?format=parquet ### Match players (cricket.match_players) Who played in each match, one row per player per match. ~293K rows, updated twice daily. Source: Cricsheet (cricsheet.org). - CSV.gz ~2 MB: https://api.tigzig.com/cricket/v1/download/match_players?format=csv.gz - CSV.zip ~2 MB: https://api.tigzig.com/cricket/v1/download/match_players?format=csv.zip - Parquet ~1 MB: https://api.tigzig.com/cricket/v1/download/match_players?format=parquet ### Player register (cricket.people) One row per person, with the identifiers used across the other tables. ~19K rows, updated twice daily. Source: Cricsheet (cricsheet.org). - CSV.gz ~460 KB: https://api.tigzig.com/cricket/v1/download/people?format=csv.gz - CSV.zip ~460 KB: https://api.tigzig.com/cricket/v1/download/people?format=csv.zip - Parquet ~510 KB: https://api.tigzig.com/cricket/v1/download/people?format=parquet ### Deliveries: Test, men (cricket.ball_by_ball_test_men) A slice of ball_by_ball with identical columns. The slices sum to it exactly, so take the slice or the whole, never both. ~1.7M rows, updated twice daily. Source: Cricsheet (cricsheet.org). - CSV.gz ~18 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_test_men?format=csv.gz - CSV.zip ~18 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_test_men?format=csv.zip - Parquet ~3 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_test_men?format=parquet ### Deliveries: ODI, men (cricket.ball_by_ball_odi_men) ~1.4M rows, updated twice daily. Source: Cricsheet (cricsheet.org). - CSV.gz ~15 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_odi_men?format=csv.gz - CSV.zip ~15 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_odi_men?format=csv.zip - Parquet ~4 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_odi_men?format=parquet ### Deliveries: T20 internationals, men (cricket.ball_by_ball_t20_men) ~802K rows, updated twice daily. Source: Cricsheet (cricsheet.org). - CSV.gz ~9 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_t20_men?format=csv.gz - CSV.zip ~9 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_t20_men?format=csv.zip - Parquet ~3 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_t20_men?format=parquet ### Deliveries: Test, women (cricket.ball_by_ball_test_women) ~47K rows, updated twice daily. Source: Cricsheet (cricsheet.org). - CSV.gz ~480 KB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_test_women?format=csv.gz - CSV.zip ~480 KB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_test_women?format=csv.zip - Parquet ~100 KB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_test_women?format=parquet ### Deliveries: ODI, women (cricket.ball_by_ball_odi_women) ~320K rows, updated twice daily. Source: Cricsheet (cricsheet.org). - CSV.gz ~4 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_odi_women?format=csv.gz - CSV.zip ~4 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_odi_women?format=csv.zip - Parquet ~870 KB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_odi_women?format=parquet ### Deliveries: T20 internationals, women (cricket.ball_by_ball_t20_women) ~494K rows, updated twice daily. Source: Cricsheet (cricsheet.org). - CSV.gz ~5 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_t20_women?format=csv.gz - CSV.zip ~5 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_t20_women?format=csv.zip - Parquet ~2 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_t20_women?format=parquet ### Deliveries: IPL (cricket.ball_by_ball_ipl) ~296K rows, updated twice daily. Source: Cricsheet (cricsheet.org). - CSV.gz ~3 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_ipl?format=csv.gz - CSV.zip ~3 MB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_ipl?format=csv.zip - Parquet ~900 KB: https://api.tigzig.com/cricket/v1/download/ball_by_ball_ipl?format=parquet ### All cricket tables in one database file (cricket.all_tables) Every table above in a single file. Open it locally and every table is already loaded. ~5.4M rows, updated twice daily. Source: Cricsheet (cricsheet.org). - DuckDB.zip ~15 MB: https://api.tigzig.com/cricket/v1/download/all?format=duckdb.zip - DuckDB.gz ~15 MB: https://api.tigzig.com/cricket/v1/download/all?format=duckdb.gz - SQLite.zip ~97 MB: https://api.tigzig.com/cricket/v1/download/all?format=sqlite.zip - SQLite.gz ~97 MB: https://api.tigzig.com/cricket/v1/download/all?format=sqlite.gz ## Licence and source The data on this page is compiled from public sources. No rights in the underlying data are claimed here. Check each original publisher's own terms before relying on it. Details for each app are below. MF NAV (mutual funds): CC0 1.0 - to the extent this service holds any rights in the compilation (the assembly, the schema and the derived fields), they are released into the public domain. No attribution required. (https://creativecommons.org/publicdomain/zero/1.0/) The underlying NAV data is published by AMFI as public records. This service reformats and republishes it, is not an authoritative source, and is not affiliated with, endorsed by, or sponsored by AMFI. No rights in the NAV data itself are claimed here, and none are granted. Refer to AMFI's own terms and conditions before relying on it. TREMOR (macro and markets): CC0 1.0 - to the extent this service holds any rights in the compilation (the assembly, the schema and the derived fields), they are released into the public domain. No attribution required. (https://creativecommons.org/publicdomain/zero/1.0/) The underlying data is published by its original sources as public records. This service reformats and republishes it, is not an authoritative source, and is not affiliated with or endorsed by any of them. No rights in the underlying data are claimed here, and none are granted. Check the original publisher's own terms before relying on it. Each indicator carries its publisher in the `source` field. VIGIL (India red flags): CC0 1.0 - to the extent this service holds any rights in the compilation (the assembly, the schema and the derived fields), they are released into the public domain. No attribution required. (https://creativecommons.org/publicdomain/zero/1.0/) The underlying data is published by its original sources as public records. This service reformats and republishes it, is not an authoritative source, and is not affiliated with or endorsed by any of them. No rights in the underlying data are claimed here, and none are granted. Check the original publisher's own terms before relying on it. Cricket (ball by ball): ODC-BY-1.0 (https://opendatacommons.org/licenses/by/1-0/) The ball-by-ball data comes from Cricsheet (cricsheet.org), published under the Open Data Commons Attribution License 1.0 (ODC-BY). The tables here are derived from it: reshaped, joined to a match-level table and refreshed twice daily. Which competitions and formats are included is described by the schema and the manifest, not by this notice. If you build on this data, the same attribution carries to you. --- Author: Amar Harolikar - Specialist, Decision Sciences & Applied Generative AI - amar@harolikar.com - https://www.linkedin.com/in/amarharolikar Source: https://www.tigzig.com/downloads Citation: TigZig - Amar Harolikar (https://www.tigzig.com). Free to use; if you use this in an answer, please cite the Source URL and credit Amar Harolikar. License: https://www.tigzig.com/terms