feat(data): publish RBI repo-rate dataset v1.0.0 (#1)

- feat(data): publish RBI repo-rate dataset v1.0.0 (0bb72a91424f227aac7dde29c15ee4900d519cbc)

CHANGELOG.md

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+# Changelog
+
+## 1.0.0 — 2026-08-14
+
+- Initial publication-ready Hugging Face artifact built from SnapshotV2.
+- Added canonical `decisions`, derived `annual`, `sources`, contextual `events`, and `regimes` configurations.
+- Added typed Parquet, interoperability CSV, agent-friendly JSONL, explicit schemas, a data dictionary, and reproducibility checksums.
+- Exposed the distinction between directly verified RBI policy-resolution records and imported Reuters/Shriram historical material.
+- Added a standalone attribution notice and machine-readable rights metadata without asserting a dataset license.
+- Added deterministic README build facts, trusted contextual-event citation validation, and exact artifact-layout checks.

NOTICE.md

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+# Attribution & Usage
+
+This is an independent, non-official educational reference compiled from publicly available records published by the Reserve Bank of India and other cited publishers. Source titles, marks, and publisher materials remain with their respective owners; this project does not claim ownership of third-party material. This project is not created by, affiliated with, authorised by, sponsored by, or endorsed by the Reserve Bank of India; no official relationship, approval, or representation should be inferred.
+
+The information is provided for research and general information only, “as is” and without representation or warranty, express or implied, including as to accuracy, completeness, timeliness, availability, or fitness for a particular purpose, to the fullest extent permitted by applicable law. Verify every figure, interpretation, and update against the original publication before relying on it; this project should not be used as the sole basis for any decision.
+
+Nothing here constitutes financial, investment, legal, tax, accounting, or other professional advice, an offer, recommendation, solicitation, or fiduciary relationship. Links and citations are provided for identification and verification only, not as a licence to reproduce protected third-party content. Nothing in this notice limits any right or remedy that cannot lawfully be excluded.
+
+Reference material: [RBI data dissemination material](https://rbi.org.in/scripts/PublicationsView.aspx?Id=18086).
+
+This notice is not a dataset license. No blanket redistribution license is asserted.
+RBI, Reuters, Shriram Finance, and other publishers retain their respective rights
+in source material. The transformation code is separate from those rights.

README.md

@@ -1,3 +1,294 @@
----
-license: mit
----
+---
+language: en
+pretty_name: India RBI Policy Repo Rate and Monetary Policy Decision History
+tags:
+  - tabular
+  - timeseries
+  - finance
+  - economics
+  - monetary-policy
+  - central-banking
+  - india
+  - rbi
+  - interest-rates
+  - datasets
+  - pandas
+  - mlcroissant
+size_categories:
+  - n<1K
+configs:
+  - config_name: decisions
+    default: true
+    data_files:
+      - split: full
+        path: data/decisions.parquet
+  - config_name: annual
+    data_files:
+      - split: full
+        path: data/annual.parquet
+  - config_name: sources
+    data_files:
+      - split: full
+        path: data/sources.parquet
+  - config_name: events
+    data_files:
+      - split: full
+        path: data/events.parquet
+  - config_name: regimes
+    data_files:
+      - split: full
+        path: data/regimes.parquet
+---
+
+# India RBI Policy Repo Rate and Monetary Policy Decision History
+
+An independent, reproducible dataset of the Reserve Bank of India (RBI) policy
+repo rate and its monetary-policy decision history. The canonical table is a
+decision ledger: each row is one dated rate observation, including unchanged
+policy decisions. Annual summaries, source metadata, contextual events, and
+repository-provided regime intervals are separate configurations derived from
+or accompanying that ledger.
+
+<!-- BUILD-SUMMARY:START -->
+**Current build:** SnapshotV2 `2026-08-14-v2`, retrieved `2026-08-14T07:35:45.400Z`; coverage `2000-06-05` to `2026-08-05`; 107 canonical records, 27 annual rows, 9 sources, 8 contextual events, and 15 regime intervals.
+<!-- BUILD-SUMMARY:END -->
+
+## At a glance
+
+- `decisions` is the default configuration: one row per canonical policy-rate observation or identified policy decision.
+- `effective_date` orders the rate history; `decision_date` is null when a source does not identify a separate formal decision date.
+- `policy_rate_pct` is convenient numeric percent; `policy_rate_bps` is the exact integer basis-point representation.
+- `change_bps`, `action`, and `is_rate_change` describe the transition from the previous canonical record.
+- `provenance_class` and `verification_status` distinguish directly verified RBI records from legacy imported history.
+- `record_text` is deterministic factual text for search, RAG, and agent context; it is not LLM-written.
+
+This dataset is designed for questions such as: What was India’s repo rate at the
+end of 2019? How much did RBI tighten during 2022? Which years had the most rate
+cuts? Which rows are formal MPC decisions rather than historical observations?
+
+This is not an official RBI product. It is a derived research artifact created
+from repository-maintained source records; users should consult the linked RBI
+source document for authoritative policy information.
+
+## Why the decision ledger is canonical
+
+The `decisions` configuration has one row per canonical SnapshotV2 record. It
+preserves hikes, cuts, and holds rather than reducing the history to one row per
+year. The `annual` configuration is calculated entirely from this ledger, so a
+year can contain multiple transitions without losing ordering, rate-before/rate-after
+semantics, stance, or provenance.
+
+The Parquet files under `data/` are the only files mapped into Hugging Face
+configurations. CSV and JSONL files under `exports/` are deliberately not listed
+in the frontmatter, so they cannot be ingested by the Dataset Viewer as duplicate
+records.
+
+## Configurations
+
+| Configuration | Row grain | Intended use |
+| --- | --- | --- |
+| `decisions` (default) | One canonical monetary-policy/rate observation | Exact history, event ordering, RAG, search, and agent answers |
+| `annual` | One row per calendar year from the earliest through latest snapshot year | Yearly analytics and compact question answering |
+| `sources` | One row per source document/resource | Citation, retrieval, and provenance joins |
+| `events` | One row per contextual macro/policy event | Independent timeline context; not causal annotations |
+| `regimes` | One row per repository-provided regime interval | Contextual interval joins |
+
+All configurations use a custom `full` split because this is a historical data
+ledger, not an ML train/test corpus. The exact Arrow/Parquet schema is available
+in [`schema/`](schema/), and field-level semantics are in
+[`schema/data-dictionary.json`](schema/data-dictionary.json).
+
+## Important field semantics
+
+In `decisions`:
+
+- `effective_date` is the canonical ordering and rate-effective/observation date.
+- `decision_date` is populated only for the three RBI policy-resolution records
+  in the current snapshot. Imported historical observations intentionally use
+  null rather than an invented decision date.
+- `policy_rate_pct` is a convenient numeric percentage and
+  `policy_rate_bps` is the exact integer representation. `change_bps` is signed:
+  positive is a hike, negative is a cut, and zero is a hold.
+- `previous_policy_rate_bps` is the previous canonical ledger rate, not a
+  previous row in an annual summary. The first observation has null previous
+  rates and action `initial`.
+- `canonical_key` is stable and globally readable, for example
+  `IN:RBI:policy_repo_rate:2026-08-05`. `decision_id` is a stable dataset-level
+  identifier, while `snapshot_decision_id` preserves the source ledger ID.
+- `record_text` and `decision_summary` are deterministic factual text generated
+  from structured fields. They are not LLM-written and do not repeat long RBI
+  source prose.
+- `regime_id` joins to `regimes` using start-inclusive/end-exclusive intervals.
+  Dates in a gap remain null. Regime labels are repository context, not official
+  RBI classifications.
+
+Source quality is explicit. `official_primary` identifies a direct RBI policy
+resolution or direct RBI rate-data source; `official_secondary` identifies RBI
+archive, minutes, or current-rate context; `legacy_import` identifies imported
+Reuters/Shriram historical material. `verification_status` makes the distinction
+visible as `verified_primary_source`, `historical_legacy_source`,
+`official_secondary_source`, or `mixed_provenance`. The current build contains
+104 `historical_rate_observation` rows with legacy provenance and three
+`policy_decision` rows backed by RBI policy resolutions.
+
+## Annual calculation rules
+
+The annual table includes every year from the earliest effective year through the
+latest snapshot year, including years with zero canonical ledger records. In the
+current build, 2021 is represented with `decision_count = 0` and carries forward
+the rate in force from 2020.
+
+- `start_policy_rate_pct` is the latest rate effective strictly before January 1.
+- `end_policy_rate_pct` is the latest rate effective on or before December 31.
+- `min_policy_rate_pct` and `max_policy_rate_pct` consider known in-force rates,
+  including a carry-in rate.
+- `net_change_bps` is end minus start and is null when either boundary is unknown.
+  This is why 2000 has a null net change: the available history begins during
+  that year.
+- `gross_hikes_bps` sums positive canonical transitions and `gross_cuts_bps`
+  sums the absolute values of negative canonical transitions. Holds are retained
+  in `decision_count` and `hold_count`; the initial observation is neither a hike
+  nor a cut.
+- `year_end_source_id` supports the rate in force at year end, including a
+  carry-in source for a zero-decision year. `year_end_action` and
+  `year_end_stance` are null when no decision occurred in that year.
+
+## Load examples
+
+The default configuration is the decision ledger:
+
+```python
+from datasets import load_dataset
+
+repo = "ashwingopalsamy/india-repo-rate-dataset"
+decisions = load_dataset(repo, split="full")
+annual = load_dataset(repo, "annual", split="full")
+print(decisions.features)
+print(decisions.filter(lambda row: row["action"] == "cut")[0])
+```
+
+For a local checkout or downloaded artifact, point `data_files` at the canonical
+Parquet file explicitly:
+
+```python
+from datasets import load_dataset
+
+annual = load_dataset(
+    "parquet",
+    data_files={"full": "hf-dataset/data/annual.parquet"},
+    split="full",
+)
+```
+
+Pandas and Polars preserve the typed Parquet columns:
+
+```python
+import pandas as pd
+import polars as pl
+
+df = pd.read_parquet("hf-dataset/data/decisions.parquet")
+cuts = df.loc[df["action"].eq("cut"), ["effective_date", "policy_rate_bps", "change_bps"]]
+
+pl_df = pl.read_parquet("hf-dataset/data/annual.parquet")
+print(pl_df.filter(pl.col("decision_count") == 0))
+```
+
+DuckDB can query the canonical file without loading a database:
+
+```sql
+SELECT year, net_change_bps, hike_count, cut_count, hold_count
+FROM read_parquet('hf-dataset/data/annual.parquet')
+ORDER BY year;
+```
+
+For RAG or an autonomous agent, retrieve `decisions.record_text` and retain
+`canonical_key`, `effective_date`, `change_bps`, `stance`,
+`verification_status`, and `primary_source_url` in the answer context. The
+sentence is deterministic, while the structured fields remain the source of
+truth for filtering and exact arithmetic. A source URL should be cited when a
+claim matters. Events are independent context and should not be described as
+causal explanations for decisions.
+
+## Source methodology and provenance
+
+The build reads only `src/data/snapshot.json`, validates SnapshotV2, and does
+not use historical V1 snapshots or website runtime exports as additional inputs.
+The canonical rate transitions are checked with decimal arithmetic. Source IDs,
+source checksums, retrieval timestamps, and publication timestamps are preserved
+or normalized without replacing unknown values with sentinel strings.
+
+The repository’s current history contains a Reuters historical series covering
+the older rate observations, with a Shriram Finance reference retained in the
+source table. Those rows remain useful for historical continuity but are visibly
+marked `legacy_import` and `historical_legacy_source`; they are not represented
+as equivalent to a row tied to a specific RBI policy resolution. The three latest
+policy-resolution records are marked `official_primary` and
+`verified_primary_source`. Source priority is deterministic and prefers a policy
+resolution over minutes, contextual pages, and legacy material when a row has
+multiple sources.
+
+## Reproduce and verify
+
+From the repository root, install the pinned build/test dependencies and rebuild:
+
+```bash
+python3 -m pip install -r requirements-hf-dataset.txt
+python3 scripts/build-hf-dataset.py
+python3 -m unittest tests/data/test_hf_dataset.py
+npm run test:hf-dataset
+```
+
+`generated_at` is intentionally the SnapshotV2 retrieval timestamp, not the wall
+clock, so rebuilding the same snapshot is byte-identical. The manifest records
+the snapshot ID/checksum, generator and schema versions, row counts, coverage,
+and output checksums. `SHA256SUMS` covers every artifact except itself.
+
+The semantic dataset schema version is `1.0.0`; a data refresh that adds a new
+policy decision does not by itself require a schema-version change. The source
+snapshot identity and freshness are separate fields.
+
+## Attribution & Usage
+
+This is an independent, non-official educational reference compiled from publicly available records published by the Reserve Bank of India and other cited publishers. Source titles, marks, and publisher materials remain with their respective owners; this project does not claim ownership of third-party material. This project is not created by, affiliated with, authorised by, sponsored by, or endorsed by the Reserve Bank of India; no official relationship, approval, or representation should be inferred.
+
+The information is provided for research and general information only, “as is” and without representation or warranty, express or implied, including as to accuracy, completeness, timeliness, availability, or fitness for a particular purpose, to the fullest extent permitted by applicable law. Verify every figure, interpretation, and update against the original publication before relying on it; this project should not be used as the sole basis for any decision.
+
+Nothing here constitutes financial, investment, legal, tax, accounting, or other professional advice, an offer, recommendation, solicitation, or fiduciary relationship. Links and citations are provided for identification and verification only, not as a licence to reproduce protected third-party content. Nothing in this notice limits any right or remedy that cannot lawfully be excluded.
+
+Reference material: [RBI data dissemination material](https://rbi.org.in/scripts/PublicationsView.aspx?Id=18086).
+
+This notice is not a dataset license. No blanket redistribution license is asserted.
+The transformation code is separate from rights in RBI, Reuters, Shriram Finance,
+and other third-party source material. Review source-specific terms before
+redistributing or using the data commercially. The machine-readable rights summary
+is in [`provenance/build-manifest.json`](provenance/build-manifest.json) and
+[`schema/data-dictionary.json`](schema/data-dictionary.json).
+
+## Limitations
+
+The source records provide a strong machine-readable transition history but do
+not make every historical observation an identified RBI policy-resolution event.
+Older rows therefore have null stance and decision dates where the source does
+not provide them. Regime labels and contextual events are repository-maintained
+annotations, not official RBI classifications or causal evidence. Rate values
+and exact decision claims should be checked against the linked primary RBI source
+where one exists.
+
+Suggested citation:
+
+> *India RBI Policy Repo Rate and Monetary Policy Decision History*, independent
+> derived dataset from the `repo-rate-visualizer` SnapshotV2 ledger, schema
+> version 1.0.0. Cite the snapshot ID, checksum, and the relevant source URL from
+> `provenance/build-manifest.json` and the `sources` configuration.
+
+## Links
+
+- [Dataset page](https://huggingface.co/datasets/ashwingopalsamy/india-repo-rate-dataset)
+- [Source repository](https://github.com/ashwingopalsamy/repo-rate-visualizer)
+- [RBI disclaimer and copyright policy](https://www.rbi.org.in/Scripts/Disclaimer.aspx)
+- [RBI data dissemination material](https://rbi.org.in/scripts/PublicationsView.aspx?Id=18086)
+- [RBI historical data](https://www.rbi.org.in/Scripts/bs_viewcontent.aspx?Id=624)
+- [Hugging Face manual dataset configuration](https://huggingface.co/docs/hub/en/datasets-manual-configuration)
+- [Hugging Face dataset file names and custom splits](https://huggingface.co/docs/hub/main/datasets-file-names-and-splits)
+- [Hugging Face Parquet Viewer processing](https://huggingface.co/docs/dataset-viewer/parquet_process)
+- [Hugging Face Croissant metadata](https://huggingface.co/docs/dataset-viewer/croissant)

SHA256SUMS

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VERSION

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+1.0.0

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exports/annual.csv

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+year,start_policy_rate_pct,end_policy_rate_pct,min_policy_rate_pct,max_policy_rate_pct,net_change_bps,gross_hikes_bps,gross_cuts_bps,decision_count,policy_decision_count,historical_observation_count,hike_count,cut_count,hold_count,first_decision_date,last_decision_date,year_end_action,year_end_stance,year_end_regime_id,year_end_regime_type,year_end_regime_label,year_end_source_id,year_end_source_url,source_count,provenance_summary,snapshot_id,snapshot_checksum,snapshot_retrieved_at,dataset_schema_version,record_text
+2000,,10.0,9.0,16.0,,1205,1110,20,0,20,9,10,0,2000-06-05,2000-11-06,cut,,regime-2000-06-05-2003-08-25-easing,easing,Post-dot-com easing,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2000, the Reserve Bank of India policy repo rate ranged from 9.00% to 16.00%; the net change is not computable because the start-of-year boundary is unavailable. The year contains 20 canonical ledger records."
+2001,10.0,8.5,8.5,10.0,-150,0,150,3,0,3,0,3,0,2001-03-09,2001-06-07,cut,,regime-2000-06-05-2003-08-25-easing,easing,Post-dot-com easing,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2001, the Reserve Bank of India policy repo rate ranged from 8.50% to 10.00%; a net change of -150 basis points was recorded across 3 canonical ledger records."
+2002,8.5,7.5,7.5,8.5,-100,0,100,2,0,2,0,2,0,2002-03-28,2002-11-12,cut,,regime-2000-06-05-2003-08-25-easing,easing,Post-dot-com easing,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2002, the Reserve Bank of India policy repo rate ranged from 7.50% to 8.50%; a net change of -100 basis points was recorded across 2 canonical ledger records."
+2003,7.5,7.0,7.0,7.5,-50,0,50,2,0,2,0,2,0,2003-03-07,2003-03-19,cut,,regime-2003-08-25-2008-07-29-tightening,tightening,Pre-GFC tightening,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2003, the Reserve Bank of India policy repo rate ranged from 7.00% to 7.50%; a net change of -50 basis points was recorded across 2 canonical ledger records."
+2004,7.0,6.0,6.0,7.0,-100,0,100,1,0,1,0,1,0,2004-03-31,2004-03-31,cut,,regime-2003-08-25-2008-07-29-tightening,tightening,Pre-GFC tightening,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2004, the Reserve Bank of India policy repo rate ranged from 6.00% to 7.00%; a net change of -100 basis points was recorded across 1 canonical ledger record."
+2005,6.0,6.25,6.0,6.25,25,25,0,1,0,1,1,0,0,2005-10-26,2005-10-26,hike,,regime-2003-08-25-2008-07-29-tightening,tightening,Pre-GFC tightening,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2005, the Reserve Bank of India policy repo rate ranged from 6.00% to 6.25%; a net change of +25 basis points was recorded across 1 canonical ledger record."
+2006,6.25,7.25,6.25,7.25,100,100,0,4,0,4,4,0,0,2006-01-24,2006-10-30,hike,,regime-2003-08-25-2008-07-29-tightening,tightening,Pre-GFC tightening,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2006, the Reserve Bank of India policy repo rate ranged from 6.25% to 7.25%; a net change of +100 basis points was recorded across 4 canonical ledger records."
+2007,7.25,7.75,7.25,7.75,50,50,0,2,0,2,2,0,0,2007-01-31,2007-03-30,hike,,regime-2003-08-25-2008-07-29-tightening,tightening,Pre-GFC tightening,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2007, the Reserve Bank of India policy repo rate ranged from 7.25% to 7.75%; a net change of +50 basis points was recorded across 2 canonical ledger records."
+2008,7.75,6.5,6.5,9.0,-125,125,250,6,0,6,3,3,0,2008-06-11,2008-12-08,cut,,regime-2008-10-20-2009-04-21-easing,easing,GFC response,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2008, the Reserve Bank of India policy repo rate ranged from 6.50% to 9.00%; a net change of -125 basis points was recorded across 6 canonical ledger records."
+2009,6.5,4.75,4.75,6.5,-175,0,175,3,0,3,0,3,0,2009-01-02,2009-04-21,cut,,regime-2009-04-21-2011-10-25-tightening,tightening,Post-GFC normalization,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2009, the Reserve Bank of India policy repo rate ranged from 4.75% to 6.50%; a net change of -175 basis points was recorded across 3 canonical ledger records."
+2010,4.75,6.25,4.75,6.25,150,150,0,6,0,6,6,0,0,2010-03-19,2010-11-02,hike,,regime-2009-04-21-2011-10-25-tightening,tightening,Post-GFC normalization,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2010, the Reserve Bank of India policy repo rate ranged from 4.75% to 6.25%; a net change of +150 basis points was recorded across 6 canonical ledger records."
+2011,6.25,8.5,6.25,8.5,225,225,0,7,0,7,7,0,0,2011-01-25,2011-10-25,hike,,regime-2011-10-25-2013-05-03-pause,pause,Inflation plateau,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2011, the Reserve Bank of India policy repo rate ranged from 6.25% to 8.50%; a net change of +225 basis points was recorded across 7 canonical ledger records."
+2012,8.5,8.0,8.0,8.5,-50,0,50,1,0,1,0,1,0,2012-04-17,2012-04-17,cut,,regime-2011-10-25-2013-05-03-pause,pause,Inflation plateau,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2012, the Reserve Bank of India policy repo rate ranged from 8.00% to 8.50%; a net change of -50 basis points was recorded across 1 canonical ledger record."
+2013,8.0,7.75,7.25,8.0,-25,50,75,5,0,5,2,3,0,2013-01-29,2013-10-29,hike,,regime-2013-09-20-2014-01-28-tightening,tightening,Taper tantrum response,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2013, the Reserve Bank of India policy repo rate ranged from 7.25% to 8.00%; a net change of -25 basis points was recorded across 5 canonical ledger records."
+2014,7.75,8.0,7.75,8.0,25,25,0,1,0,1,1,0,0,2014-01-28,2014-01-28,hike,,regime-2014-01-28-2016-10-04-easing,easing,Rajan easing cycle,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2014, the Reserve Bank of India policy repo rate ranged from 7.75% to 8.00%; a net change of +25 basis points was recorded across 1 canonical ledger record."
+2015,8.0,6.75,6.75,8.0,-125,0,125,4,0,4,0,4,0,2015-01-15,2015-09-29,cut,,regime-2014-01-28-2016-10-04-easing,easing,Rajan easing cycle,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2015, the Reserve Bank of India policy repo rate ranged from 6.75% to 8.00%; a net change of -125 basis points was recorded across 4 canonical ledger records."
+2016,6.75,6.25,6.25,6.75,-50,0,50,2,0,2,0,2,0,2016-04-05,2016-10-04,cut,,regime-2016-10-04-2017-08-02-pause,pause,Demonetization pause,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2016, the Reserve Bank of India policy repo rate ranged from 6.25% to 6.75%; a net change of -50 basis points was recorded across 2 canonical ledger records."
+2017,6.25,6.0,6.0,6.25,-25,0,25,1,0,1,0,1,0,2017-08-02,2017-08-02,cut,,regime-2017-08-02-2018-08-01-tightening,tightening,Pre-election tightening,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2017, the Reserve Bank of India policy repo rate ranged from 6.00% to 6.25%; a net change of -25 basis points was recorded across 1 canonical ledger record."
+2018,6.0,6.5,6.0,6.5,50,50,0,2,0,2,2,0,0,2018-06-06,2018-08-01,hike,,regime-2018-08-01-2020-05-22-easing,easing,Das easing + COVID,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2018, the Reserve Bank of India policy repo rate ranged from 6.00% to 6.50%; a net change of +50 basis points was recorded across 2 canonical ledger records."
+2019,6.5,5.15,5.15,6.5,-135,0,135,6,0,6,0,5,1,2019-02-07,2019-12-05,hold,,regime-2018-08-01-2020-05-22-easing,easing,Das easing + COVID,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2019, the Reserve Bank of India policy repo rate ranged from 5.15% to 6.50%; a net change of -135 basis points was recorded across 6 canonical ledger records."
+2020,5.15,4.0,4.0,5.15,-115,0,115,3,0,3,0,2,1,2020-02-06,2020-05-22,cut,,regime-2020-05-22-2022-05-04-pause,pause,COVID hold at record low,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2020, the Reserve Bank of India policy repo rate ranged from 4.00% to 5.15%; a net change of -115 basis points was recorded across 3 canonical ledger records."
+2021,4.0,4.0,4.0,4.0,0,0,0,0,0,0,0,0,0,,,,,regime-2020-05-22-2022-05-04-pause,pause,COVID hold at record low,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2021, the Reserve Bank of India policy repo rate remained at 4.00% throughout the year; no canonical ledger records fall in this calendar year."
+2022,4.0,6.25,4.0,6.25,225,225,0,5,0,5,5,0,0,2022-05-04,2022-12-07,hike,,regime-2022-05-04-2023-02-08-tightening,tightening,Inflation tightening,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2022, the Reserve Bank of India policy repo rate ranged from 4.00% to 6.25%; a net change of +225 basis points was recorded across 5 canonical ledger records."
+2023,6.25,6.5,6.25,6.5,25,25,0,5,0,5,1,0,4,2023-02-08,2023-12-08,hold,,regime-2023-02-08-2025-02-07-pause,pause,Extended pause at 6.50%,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2023, the Reserve Bank of India policy repo rate ranged from 6.25% to 6.50%; a net change of +25 basis points was recorded across 5 canonical ledger records."
+2024,6.5,6.5,6.5,6.5,0,0,0,6,0,6,0,0,6,2024-02-08,2024-12-06,hold,,regime-2023-02-08-2025-02-07-pause,pause,Extended pause at 6.50%,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2024, the Reserve Bank of India policy repo rate ranged from 6.50% to 6.50%; a net change of 0 basis points was recorded across 6 canonical ledger records."
+2025,6.5,5.25,5.25,6.5,-125,0,125,6,0,6,0,4,2,2025-02-07,2025-12-05,cut,,,,,source-reuters-historical-2025,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,1,legacy_import,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2025, the Reserve Bank of India policy repo rate ranged from 5.25% to 6.50%; a net change of -125 basis points was recorded across 6 canonical ledger records."
+2026,5.25,5.25,5.25,5.25,0,0,0,3,3,0,0,0,3,2026-04-08,2026-08-05,hold,neutral,,,,source-b6c29da8f60a,https://www.rbi.org.in/Scripts/BS_PressReleaseDisplay.aspx?prid=63287,4,legacy_import|official_primary,2026-08-14-v2,sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26,2026-08-14T07:35:45.400000Z,1.0.0,"In 2026, the Reserve Bank of India policy repo rate ranged from 5.25% to 5.25%; a net change of 0 basis points was recorded across 3 canonical ledger records."

exports/annual.jsonl

@@ -0,0 +1,27 @@
+{"year":2000,"start_policy_rate_pct":null,"end_policy_rate_pct":10.0,"min_policy_rate_pct":9.0,"max_policy_rate_pct":16.0,"net_change_bps":null,"gross_hikes_bps":1205,"gross_cuts_bps":1110,"decision_count":20,"policy_decision_count":0,"historical_observation_count":20,"hike_count":9,"cut_count":10,"hold_count":0,"first_decision_date":"2000-06-05","last_decision_date":"2000-11-06","year_end_action":"cut","year_end_stance":null,"year_end_regime_id":"regime-2000-06-05-2003-08-25-easing","year_end_regime_type":"easing","year_end_regime_label":"Post-dot-com easing","year_end_source_id":"source-reuters-historical-2025","year_end_source_url":"https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/","source_count":1,"provenance_summary":"legacy_import","snapshot_id":"2026-08-14-v2","snapshot_checksum":"sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26","snapshot_retrieved_at":"2026-08-14T07:35:45.400000Z","dataset_schema_version":"1.0.0","record_text":"In 2000, the Reserve Bank of India policy repo rate ranged from 9.00% to 16.00%; the net change is not computable because the start-of-year boundary is unavailable. The year contains 20 canonical ledger records."}
+{"year":2001,"start_policy_rate_pct":10.0,"end_policy_rate_pct":8.5,"min_policy_rate_pct":8.5,"max_policy_rate_pct":10.0,"net_change_bps":-150,"gross_hikes_bps":0,"gross_cuts_bps":150,"decision_count":3,"policy_decision_count":0,"historical_observation_count":3,"hike_count":0,"cut_count":3,"hold_count":0,"first_decision_date":"2001-03-09","last_decision_date":"2001-06-07","year_end_action":"cut","year_end_stance":null,"year_end_regime_id":"regime-2000-06-05-2003-08-25-easing","year_end_regime_type":"easing","year_end_regime_label":"Post-dot-com easing","year_end_source_id":"source-reuters-historical-2025","year_end_source_url":"https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/","source_count":1,"provenance_summary":"legacy_import","snapshot_id":"2026-08-14-v2","snapshot_checksum":"sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26","snapshot_retrieved_at":"2026-08-14T07:35:45.400000Z","dataset_schema_version":"1.0.0","record_text":"In 2001, the Reserve Bank of India policy repo rate ranged from 8.50% to 10.00%; a net change of -150 basis points was recorded across 3 canonical ledger records."}
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+{"year":2003,"start_policy_rate_pct":7.5,"end_policy_rate_pct":7.0,"min_policy_rate_pct":7.0,"max_policy_rate_pct":7.5,"net_change_bps":-50,"gross_hikes_bps":0,"gross_cuts_bps":50,"decision_count":2,"policy_decision_count":0,"historical_observation_count":2,"hike_count":0,"cut_count":2,"hold_count":0,"first_decision_date":"2003-03-07","last_decision_date":"2003-03-19","year_end_action":"cut","year_end_stance":null,"year_end_regime_id":"regime-2003-08-25-2008-07-29-tightening","year_end_regime_type":"tightening","year_end_regime_label":"Pre-GFC tightening","year_end_source_id":"source-reuters-historical-2025","year_end_source_url":"https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/","source_count":1,"provenance_summary":"legacy_import","snapshot_id":"2026-08-14-v2","snapshot_checksum":"sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26","snapshot_retrieved_at":"2026-08-14T07:35:45.400000Z","dataset_schema_version":"1.0.0","record_text":"In 2003, the Reserve Bank of India policy repo rate ranged from 7.00% to 7.50%; a net change of -50 basis points was recorded across 2 canonical ledger records."}
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+{"year":2020,"start_policy_rate_pct":5.15,"end_policy_rate_pct":4.0,"min_policy_rate_pct":4.0,"max_policy_rate_pct":5.15,"net_change_bps":-115,"gross_hikes_bps":0,"gross_cuts_bps":115,"decision_count":3,"policy_decision_count":0,"historical_observation_count":3,"hike_count":0,"cut_count":2,"hold_count":1,"first_decision_date":"2020-02-06","last_decision_date":"2020-05-22","year_end_action":"cut","year_end_stance":null,"year_end_regime_id":"regime-2020-05-22-2022-05-04-pause","year_end_regime_type":"pause","year_end_regime_label":"COVID hold at record low","year_end_source_id":"source-reuters-historical-2025","year_end_source_url":"https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/","source_count":1,"provenance_summary":"legacy_import","snapshot_id":"2026-08-14-v2","snapshot_checksum":"sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26","snapshot_retrieved_at":"2026-08-14T07:35:45.400000Z","dataset_schema_version":"1.0.0","record_text":"In 2020, the Reserve Bank of India policy repo rate ranged from 4.00% to 5.15%; a net change of -115 basis points was recorded across 3 canonical ledger records."}
+{"year":2021,"start_policy_rate_pct":4.0,"end_policy_rate_pct":4.0,"min_policy_rate_pct":4.0,"max_policy_rate_pct":4.0,"net_change_bps":0,"gross_hikes_bps":0,"gross_cuts_bps":0,"decision_count":0,"policy_decision_count":0,"historical_observation_count":0,"hike_count":0,"cut_count":0,"hold_count":0,"first_decision_date":null,"last_decision_date":null,"year_end_action":null,"year_end_stance":null,"year_end_regime_id":"regime-2020-05-22-2022-05-04-pause","year_end_regime_type":"pause","year_end_regime_label":"COVID hold at record low","year_end_source_id":"source-reuters-historical-2025","year_end_source_url":"https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/","source_count":1,"provenance_summary":"legacy_import","snapshot_id":"2026-08-14-v2","snapshot_checksum":"sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26","snapshot_retrieved_at":"2026-08-14T07:35:45.400000Z","dataset_schema_version":"1.0.0","record_text":"In 2021, the Reserve Bank of India policy repo rate remained at 4.00% throughout the year; no canonical ledger records fall in this calendar year."}
+{"year":2022,"start_policy_rate_pct":4.0,"end_policy_rate_pct":6.25,"min_policy_rate_pct":4.0,"max_policy_rate_pct":6.25,"net_change_bps":225,"gross_hikes_bps":225,"gross_cuts_bps":0,"decision_count":5,"policy_decision_count":0,"historical_observation_count":5,"hike_count":5,"cut_count":0,"hold_count":0,"first_decision_date":"2022-05-04","last_decision_date":"2022-12-07","year_end_action":"hike","year_end_stance":null,"year_end_regime_id":"regime-2022-05-04-2023-02-08-tightening","year_end_regime_type":"tightening","year_end_regime_label":"Inflation tightening","year_end_source_id":"source-reuters-historical-2025","year_end_source_url":"https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/","source_count":1,"provenance_summary":"legacy_import","snapshot_id":"2026-08-14-v2","snapshot_checksum":"sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26","snapshot_retrieved_at":"2026-08-14T07:35:45.400000Z","dataset_schema_version":"1.0.0","record_text":"In 2022, the Reserve Bank of India policy repo rate ranged from 4.00% to 6.25%; a net change of +225 basis points was recorded across 5 canonical ledger records."}
+{"year":2023,"start_policy_rate_pct":6.25,"end_policy_rate_pct":6.5,"min_policy_rate_pct":6.25,"max_policy_rate_pct":6.5,"net_change_bps":25,"gross_hikes_bps":25,"gross_cuts_bps":0,"decision_count":5,"policy_decision_count":0,"historical_observation_count":5,"hike_count":1,"cut_count":0,"hold_count":4,"first_decision_date":"2023-02-08","last_decision_date":"2023-12-08","year_end_action":"hold","year_end_stance":null,"year_end_regime_id":"regime-2023-02-08-2025-02-07-pause","year_end_regime_type":"pause","year_end_regime_label":"Extended pause at 6.50%","year_end_source_id":"source-reuters-historical-2025","year_end_source_url":"https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/","source_count":1,"provenance_summary":"legacy_import","snapshot_id":"2026-08-14-v2","snapshot_checksum":"sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26","snapshot_retrieved_at":"2026-08-14T07:35:45.400000Z","dataset_schema_version":"1.0.0","record_text":"In 2023, the Reserve Bank of India policy repo rate ranged from 6.25% to 6.50%; a net change of +25 basis points was recorded across 5 canonical ledger records."}
+{"year":2024,"start_policy_rate_pct":6.5,"end_policy_rate_pct":6.5,"min_policy_rate_pct":6.5,"max_policy_rate_pct":6.5,"net_change_bps":0,"gross_hikes_bps":0,"gross_cuts_bps":0,"decision_count":6,"policy_decision_count":0,"historical_observation_count":6,"hike_count":0,"cut_count":0,"hold_count":6,"first_decision_date":"2024-02-08","last_decision_date":"2024-12-06","year_end_action":"hold","year_end_stance":null,"year_end_regime_id":"regime-2023-02-08-2025-02-07-pause","year_end_regime_type":"pause","year_end_regime_label":"Extended pause at 6.50%","year_end_source_id":"source-reuters-historical-2025","year_end_source_url":"https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/","source_count":1,"provenance_summary":"legacy_import","snapshot_id":"2026-08-14-v2","snapshot_checksum":"sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26","snapshot_retrieved_at":"2026-08-14T07:35:45.400000Z","dataset_schema_version":"1.0.0","record_text":"In 2024, the Reserve Bank of India policy repo rate ranged from 6.50% to 6.50%; a net change of 0 basis points was recorded across 6 canonical ledger records."}
+{"year":2025,"start_policy_rate_pct":6.5,"end_policy_rate_pct":5.25,"min_policy_rate_pct":5.25,"max_policy_rate_pct":6.5,"net_change_bps":-125,"gross_hikes_bps":0,"gross_cuts_bps":125,"decision_count":6,"policy_decision_count":0,"historical_observation_count":6,"hike_count":0,"cut_count":4,"hold_count":2,"first_decision_date":"2025-02-07","last_decision_date":"2025-12-05","year_end_action":"cut","year_end_stance":null,"year_end_regime_id":null,"year_end_regime_type":null,"year_end_regime_label":null,"year_end_source_id":"source-reuters-historical-2025","year_end_source_url":"https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/","source_count":1,"provenance_summary":"legacy_import","snapshot_id":"2026-08-14-v2","snapshot_checksum":"sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26","snapshot_retrieved_at":"2026-08-14T07:35:45.400000Z","dataset_schema_version":"1.0.0","record_text":"In 2025, the Reserve Bank of India policy repo rate ranged from 5.25% to 6.50%; a net change of -125 basis points was recorded across 6 canonical ledger records."}
+{"year":2026,"start_policy_rate_pct":5.25,"end_policy_rate_pct":5.25,"min_policy_rate_pct":5.25,"max_policy_rate_pct":5.25,"net_change_bps":0,"gross_hikes_bps":0,"gross_cuts_bps":0,"decision_count":3,"policy_decision_count":3,"historical_observation_count":0,"hike_count":0,"cut_count":0,"hold_count":3,"first_decision_date":"2026-04-08","last_decision_date":"2026-08-05","year_end_action":"hold","year_end_stance":"neutral","year_end_regime_id":null,"year_end_regime_type":null,"year_end_regime_label":null,"year_end_source_id":"source-b6c29da8f60a","year_end_source_url":"https://www.rbi.org.in/Scripts/BS_PressReleaseDisplay.aspx?prid=63287","source_count":4,"provenance_summary":"legacy_import|official_primary","snapshot_id":"2026-08-14-v2","snapshot_checksum":"sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26","snapshot_retrieved_at":"2026-08-14T07:35:45.400000Z","dataset_schema_version":"1.0.0","record_text":"In 2026, the Reserve Bank of India policy repo rate ranged from 5.25% to 5.25%; a net change of 0 basis points was recorded across 3 canonical ledger records."}

exports/events.csv

@@ -0,0 +1,9 @@
+event_id,date,label,description,event_type,citation_url
+event-001-2008-09-15,2008-09-15,Global financial crisis,RBI records the September 2008 global financial crisis as a sharp external shock that changed India’s monetary-policy challenge.,crisis,https://rbi.org.in/scripts/AnnualReportPublications.aspx?Id=896
+event-002-2013-05-22,2013-05-22,Tapering shock,"RBI records US Federal Reserve tapering signals, capital outflows, and sharp pressure on the rupee in 2013.",crisis,https://systemhealth.rbi.org.in/Scripts/PublicationsView.aspx_id%3D15709.html
+event-003-2016-11-08,2016-11-08,Currency withdrawal,"RBI recorded the 8 Nov 2016 withdrawal of legal-tender status for the ₹500 and ₹1,000 notes.",structural,https://www.rbi.org.in/commonman/english/Scripts/Notification.aspx?Id=1938
+event-004-2017-07-01,2017-07-01,GST rollout,CBIC records the Goods and Services Tax rollout on 1 Jul 2017 as a major structural tax reform.,structural,https://cbic-gst.gov.in/pdf/press-release/press-relese-gst-02092017.pdf
+event-005-2020-03-24,2020-03-24,National lockdown,The Ministry of Home Affairs order of 24 Mar 2020 established a 21-day nationwide lockdown from 25 Mar.,crisis,https://www.mha.gov.in/sites/default/files/PR_NationalLockdown_26032020.pdf
+event-006-2022-02-24,2022-02-24,War in Ukraine,"RBI linked the conflict to higher global food, energy, and commodity prices and sustained inflation pressure in 2022.",crisis,https://www.rbi.org.in/scripts/AnnualReportPublications.aspx?Id=1373
+event-007-2022-05-04,2022-05-04,Off-cycle tightening,The RBI raised the policy repo rate by 40 bps to 4.40% on 4 May 2022 amid elevated inflation pressures.,policy,https://www.rbi.org.in/scripts/FS_Notification.aspx?Id=12311
+event-008-2025-02-07,2025-02-07,Easing cycle begins,The MPC cut the policy repo rate by 25 bps to 6.25% on 7 Feb 2025 and retained a neutral stance.,policy,https://rbidocs.rbi.org.in/rdocs/PressRelease/PDFs/PR2094189B0DF105514A28A2FA834330E94B26.PDF

exports/regimes.csv

@@ -0,0 +1,16 @@
+regime_id,start_date,end_date,regime_type,label
+regime-2000-06-05-2003-08-25-easing,2000-06-05,2003-08-25,easing,Post-dot-com easing
+regime-2003-08-25-2008-07-29-tightening,2003-08-25,2008-07-29,tightening,Pre-GFC tightening
+regime-2008-10-20-2009-04-21-easing,2008-10-20,2009-04-21,easing,GFC response
+regime-2009-04-21-2011-10-25-tightening,2009-04-21,2011-10-25,tightening,Post-GFC normalization
+regime-2011-10-25-2013-05-03-pause,2011-10-25,2013-05-03,pause,Inflation plateau
+regime-2013-05-03-2013-09-20-easing,2013-05-03,2013-09-20,easing,Brief easing
+regime-2013-09-20-2014-01-28-tightening,2013-09-20,2014-01-28,tightening,Taper tantrum response
+regime-2014-01-28-2016-10-04-easing,2014-01-28,2016-10-04,easing,Rajan easing cycle
+regime-2016-10-04-2017-08-02-pause,2016-10-04,2017-08-02,pause,Demonetization pause
+regime-2017-08-02-2018-08-01-tightening,2017-08-02,2018-08-01,tightening,Pre-election tightening
+regime-2018-08-01-2020-05-22-easing,2018-08-01,2020-05-22,easing,Das easing + COVID
+regime-2020-05-22-2022-05-04-pause,2020-05-22,2022-05-04,pause,COVID hold at record low
+regime-2022-05-04-2023-02-08-tightening,2022-05-04,2023-02-08,tightening,Inflation tightening
+regime-2023-02-08-2025-02-07-pause,2023-02-08,2025-02-07,pause,Extended pause at 6.50%
+regime-2025-02-07-2025-12-05-easing,2025-02-07,2025-12-05,easing,New easing cycle

exports/sources.csv

@@ -0,0 +1,10 @@
+source_id,publisher,source_type,title,url,published_at,retrieved_at,checksum,is_primary_source,provenance_class
+source-3270380f0b7d,Reserve Bank of India,policy-resolution,"Monetary Policy Statement, 2026-27 Resolution of the Monetary Policy Committee April 6 to 8, 2026",https://www.rbi.org.in/Scripts/BS_PressReleaseDisplay.aspx?prid=62514,2026-04-08T00:00:00.000000Z,2026-08-14T07:35:46.758000Z,sha256:b496e9fb802c1856fe8f420a781e33d2e5f0cd34a935c4efe0eab8e6e85a09e8,true,official_primary
+source-5c261f230add,Reserve Bank of India,policy-resolution,"Monetary Policy Statement, 2026-27 Resolution of the Monetary Policy Committee June 3 to 5, 2026",https://www.rbi.org.in/Scripts/BS_PressReleaseDisplay.aspx?prid=62863,2026-06-05T00:00:00.000000Z,2026-08-14T07:35:46.878000Z,sha256:4f0aa4517ed52b67bd749fffdb012ffb89dceb4edc7b6752d36882a71529c8aa,true,official_primary
+source-8834bb93a0f0,Reserve Bank of India,policy-archive,RBI Monetary Policy archive,https://www.rbi.org.in/scripts/Annualpolicy.aspx,,2026-08-14T07:35:46.365000Z,sha256:68d6dece837d2f3f72bffba4d7f4ad0c8fc19a6b8a28c7efaa6481baee5bcd6a,false,official_secondary
+source-a03e7549af0f,Reserve Bank of India,current-policy-rates,RBI Current Policy Rates,https://www.rbi.org.in/,,2026-08-14T07:35:46.115000Z,sha256:1ed79b356a34c23ffa901fd2efdd9cc0259392cf038c06f44b177b4cc27dbb44,false,official_secondary
+source-b6c29da8f60a,Reserve Bank of India,policy-resolution,"Monetary Policy Statement, 2026-27 Resolution of the Monetary Policy Committee August 3 to 5, 2026",https://www.rbi.org.in/Scripts/BS_PressReleaseDisplay.aspx?prid=63287,2026-08-05T00:00:00.000000Z,2026-08-14T07:35:47.134000Z,sha256:7bcdd43453b88f1a37479103bf99248cb10ba2c4ac2184ee07c9d2fc11e16fc7,true,official_primary
+source-b90d0dee26ee,Reserve Bank of India,policy-minutes,"Minutes of the Monetary Policy Committee Meeting, June 3 to 5, 2026",https://www.rbi.org.in/Scripts/BS_PressReleaseDisplay.aspx?prid=62974,2026-06-19T00:00:00.000000Z,2026-08-14T07:35:47.223000Z,sha256:6c53b04db82ca090baf31a976e77aacdcb702e7405bf1d59ae04d0c7744b1c5d,false,official_secondary
+source-cdb8e605e1d7,Reserve Bank of India,policy-minutes,"Minutes of the Monetary Policy Committee Meeting, April 6 to 8, 2026",https://www.rbi.org.in/Scripts/BS_PressReleaseDisplay.aspx?prid=62599,2026-04-22T00:00:00.000000Z,2026-08-14T07:35:46.938000Z,sha256:43387ae5363c7802fdad8aa7a9910aa71131420449ab9a25a2d1f262a50dcc71,false,official_secondary
+source-reuters-historical-2025,Reuters,historical-rate-series,Reuters — Changes to India's repo rate since June 2000,https://www.reuters.com/world/india/changes-indias-repo-rate-since-june-2000-2025-12-05/,2025-12-05T00:00:00.000000Z,2026-08-14T10:24:42.000000Z,sha256:74557e9615be4bfa54c049e2f334bce4c5116a20e651aea2f2598cf57dfd5ae3,false,legacy_import
+source-shriram-historical-2025,Shriram Finance,secondary-historical-reference,Shriram Finance — Detailed Historical Repo Rate Trends (2010–2025),https://www.shriramfinance.in/fixed-deposit/articles/detailed-historical-repo-rate-trends-in-india,2025-12-10T00:00:00.000000Z,2026-08-14T10:24:42.000000Z,sha256:ce997168aa014c7caccc95f5cf50180ba53f6ca805a2a47fbf2b68c747665282,false,legacy_import

provenance/build-manifest.json

@@ -0,0 +1,51 @@
+{
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+    "notice_section": "Attribution & Usage",
+    "reference_material_url": "https://rbi.org.in/scripts/PublicationsView.aspx?Id=18086"
+  },
+  "coverage": {
+    "earliest_effective_date": "2000-06-05",
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+    "schema/data-dictionary.json": "3d25fbfd032f4306183ca49225cb2e9b40572a04476051dc1c6964eb24e4fb12",
+    "schema/decisions.schema.json": "71a7b6f333e9e5fc1b796ab41260fc5296c93ff44e2eec557d228877826fdaff",
+    "schema/events.schema.json": "38b1c97b1801ec12644bb73878b3fea161bedbfb2f207bd20bc313f1079bef15",
+    "schema/regimes.schema.json": "38a12912c16bbb5d09035455edcd132ccd587c8c4a2171c8c9f51f05634129c4",
+    "schema/sources.schema.json": "e25ce035c4a21189eadfb7d1c645c91c56fd7a4f81fd04a44273ced81f635e89"
+  }
+}

schema/annual.schema.json

@@ -0,0 +1,316 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://huggingface.co/datasets/ashwingopalsamy/india-repo-rate-dataset/raw/main/schema/annual.schema.json",
+  "title": "RBI repo-rate dataset — annual",
+  "description": "Schema for the annual configuration of the independent RBI repo-rate dataset.",
+  "type": "object",
+  "additionalProperties": false,
+  "properties": {
+    "year": {
+      "type": "integer",
+      "description": "Calendar year, including years with no canonical ledger records.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "start_policy_rate_pct": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Rate in force immediately before January 1 of the year.",
+      "x-arrow-type": "double",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null when no earlier canonical rate is available."
+    },
+    "end_policy_rate_pct": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Rate in force on December 31 of the year.",
+      "x-arrow-type": "double",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null when no canonical rate is in force by year end."
+    },
+    "min_policy_rate_pct": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Minimum known in-force rate during the year, including a carry-in rate.",
+      "x-arrow-type": "double",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null when no canonical rate is known during the year."
+    },
+    "max_policy_rate_pct": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Maximum known in-force rate during the year, including a carry-in rate.",
+      "x-arrow-type": "double",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null when no canonical rate is known during the year."
+    },
+    "net_change_bps": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "End rate minus start rate in basis points; null if either boundary is unknown.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null when start_policy_rate_pct or end_policy_rate_pct is null."
+    },
+    "gross_hikes_bps": {
+      "type": "integer",
+      "description": "Sum of positive canonical transitions within the calendar year.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "gross_cuts_bps": {
+      "type": "integer",
+      "description": "Absolute sum of negative canonical transitions within the calendar year.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "decision_count": {
+      "type": "integer",
+      "description": "Count of all canonical ledger rows whose effective_date falls in the year.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "policy_decision_count": {
+      "type": "integer",
+      "description": "Count of policy_decision rows in the year.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "historical_observation_count": {
+      "type": "integer",
+      "description": "Count of historical_rate_observation rows in the year.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "hike_count": {
+      "type": "integer",
+      "description": "Count of canonical rows labeled hike in the year.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "cut_count": {
+      "type": "integer",
+      "description": "Count of canonical rows labeled cut in the year.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "hold_count": {
+      "type": "integer",
+      "description": "Count of canonical rows labeled hold in the year.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "first_decision_date": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "format": "date",
+      "description": "Effective date of the first canonical row in the year.",
+      "x-arrow-type": "date32[day]",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null when the year has no canonical ledger rows."
+    },
+    "last_decision_date": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "format": "date",
+      "description": "Effective date of the last canonical row in the year.",
+      "x-arrow-type": "date32[day]",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null when the year has no canonical ledger rows."
+    },
+    "year_end_action": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "Action of the final in-year canonical row; null when the year-end rate is carried in from an earlier year.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null when no canonical row in the year establishes the year-end state."
+    },
+    "year_end_stance": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "Stance of the final in-year canonical row.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null when no in-year stance is available."
+    },
+    "year_end_regime_id": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "Regime containing December 31 under start-inclusive/end-exclusive matching.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null when December 31 falls in a regime gap."
+    },
+    "year_end_regime_type": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "Repository-provided regime type at December 31.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null means the value is unavailable in the canonical snapshot."
+    },
+    "year_end_regime_label": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "Repository-provided regime label at December 31.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null means the value is unavailable in the canonical snapshot."
+    },
+    "year_end_source_id": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "Primary source supporting the rate in force at year end.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null when no year-end rate is known."
+    },
+    "year_end_source_url": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "URL of year_end_source_id.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null means the value is unavailable in the canonical snapshot."
+    },
+    "source_count": {
+      "type": "integer",
+      "description": "Distinct sources used by in-year canonical rows and the year-end carry-in state.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "provenance_summary": {
+      "type": "string",
+      "description": "Sorted pipe-delimited provenance classes represented in the year.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "snapshot_id": {
+      "type": "string",
+      "description": "SnapshotV2 identifier used as the build input.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "snapshot_checksum": {
+      "type": "string",
+      "description": "SnapshotV2 content checksum used as the build input.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "snapshot_retrieved_at": {
+      "type": "string",
+      "format": "date-time",
+      "description": "SnapshotV2 retrieval timestamp.",
+      "x-arrow-type": "timestamp[us, tz=UTC]",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "dataset_schema_version": {
+      "type": "string",
+      "description": "Independent semantic schema version for this dataset.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "record_text": {
+      "type": "string",
+      "description": "Deterministically generated factual annual summary for search, RAG, and agent use.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    }
+  },
+  "required": [
+    "year",
+    "gross_hikes_bps",
+    "gross_cuts_bps",
+    "decision_count",
+    "policy_decision_count",
+    "historical_observation_count",
+    "hike_count",
+    "cut_count",
+    "hold_count",
+    "source_count",
+    "provenance_summary",
+    "snapshot_id",
+    "snapshot_checksum",
+    "snapshot_retrieved_at",
+    "dataset_schema_version",
+    "record_text"
+  ],
+  "x-dataset-schema-version": "1.0.0",
+  "x-config-name": "annual",
+  "x-row-grain": "one row per calendar year from the earliest through latest snapshot year"
+}

schema/data-dictionary.json

@@ -0,0 +1,927 @@
+{
+  "dataset_name": "RBI policy repo-rate and monetary-policy decision history",
+  "dataset_repo_id": "ashwingopalsamy/india-repo-rate-dataset",
+  "dataset_schema_version": "1.0.0",
+  "canonical_configuration": "decisions",
+  "rights": {
+    "dataset_license": null,
+    "license_status": "not_asserted",
+    "official_status": "independent_non_official",
+    "source_material_rights": "remain_with_respective_publishers",
+    "notice_section": "Attribution & Usage",
+    "reference_material_url": "https://rbi.org.in/scripts/PublicationsView.aspx?Id=18086"
+  },
+  "source_snapshot": {
+    "snapshot_id": "2026-08-14-v2",
+    "snapshot_checksum": "sha256:7c54caa01180d3018077a174f2239df9e221e520c61a31d952d6b152a16d3c26",
+    "retrieved_at": "2026-08-14T07:35:45.400Z"
+  },
+  "configurations": {
+    "decisions": {
+      "row_grain": "one row per canonical monetary-policy/rate observation",
+      "parquet_path": "data/decisions.parquet",
+      "fields": [
+        {
+          "name": "decision_id",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Stable dataset-generated identifier for one canonical ledger row.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "snapshot_decision_id",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Original decision identifier from SnapshotV2.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "canonical_key",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Globally readable instrument/date key: IN:RBI:policy_repo_rate:YYYY-MM-DD.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "jurisdiction",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "ISO 3166-1 alpha-2 jurisdiction code: IN.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "country",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Country name: India.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "central_bank",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Central bank responsible for the instrument.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "central_bank_code",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Short central-bank code: RBI.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "decision_authority",
+          "arrow_type": "string",
+          "nullable": true,
+          "description": "Authority identified by the source type, or null when not known.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Null means the value is unavailable in the canonical snapshot."
+        },
+        {
+          "name": "instrument",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Human-readable policy instrument name.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "instrument_code",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Stable machine-readable instrument code.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "record_type",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "policy_decision for a policy-resolution record; historical_rate_observation for imported history.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "date_semantics",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Whether the date represents a resolution/effective date or a historical observation date.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "decision_date",
+          "arrow_type": "date32[day]",
+          "nullable": true,
+          "description": "Date of the identified policy decision; null for imported historical observations.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null means no separate policy-decision date is identified by the source record."
+        },
+        {
+          "name": "effective_date",
+          "arrow_type": "date32[day]",
+          "nullable": false,
+          "description": "Date on which the canonical rate observation is effective or recorded.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "year",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Calendar year derived from effective_date.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "month",
+          "arrow_type": "int8",
+          "nullable": false,
+          "description": "Calendar month number derived from effective_date.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "policy_rate_pct",
+          "arrow_type": "double",
+          "nullable": false,
+          "description": "Policy repo rate in percent, retained as a convenient numeric view.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "policy_rate_bps",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Policy repo rate in basis points; exactly round(policy_rate_pct * 100).",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "previous_policy_rate_pct",
+          "arrow_type": "double",
+          "nullable": true,
+          "description": "Previous canonical policy rate in percent.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null for the first canonical observation."
+        },
+        {
+          "name": "previous_policy_rate_bps",
+          "arrow_type": "int32",
+          "nullable": true,
+          "description": "Previous canonical policy rate in basis points.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null for the first canonical observation."
+        },
+        {
+          "name": "change_bps",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Signed change from the previous canonical policy rate in basis points; zero for the initial observation.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "action",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Canonical transition label: initial, hike, cut, or hold.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "stance",
+          "arrow_type": "string",
+          "nullable": true,
+          "description": "Monetary-policy stance when explicitly available.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Null means the canonical source does not provide a structured stance."
+        },
+        {
+          "name": "is_rate_change",
+          "arrow_type": "bool",
+          "nullable": false,
+          "description": "True when change_bps is non-zero.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "decision_summary",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Short deterministic factual summary generated from structured fields; source prose is not republished.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "regime_id",
+          "arrow_type": "string",
+          "nullable": true,
+          "description": "Stable join key for the repository-provided regime interval containing effective_date.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null means effective_date falls in a gap between regime intervals."
+        },
+        {
+          "name": "regime_type",
+          "arrow_type": "string",
+          "nullable": true,
+          "description": "Repository-provided contextual regime type.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Null means the value is unavailable in the canonical snapshot."
+        },
+        {
+          "name": "regime_label",
+          "arrow_type": "string",
+          "nullable": true,
+          "description": "Repository-provided contextual regime label.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Null means the value is unavailable in the canonical snapshot."
+        },
+        {
+          "name": "primary_source_id",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Highest-priority source attached to this decision under the deterministic source-priority policy.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "primary_source_type",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Type of primary_source_id.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "primary_source_title",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Title of primary_source_id.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "primary_source_url",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "URL of primary_source_id.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "primary_source_published_at",
+          "arrow_type": "timestamp[us, tz=UTC]",
+          "nullable": true,
+          "description": "Publication timestamp of primary_source_id when supplied.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Null means the source record does not provide a publication timestamp."
+        },
+        {
+          "name": "primary_source_retrieved_at",
+          "arrow_type": "timestamp[us, tz=UTC]",
+          "nullable": false,
+          "description": "Retrieval timestamp of primary_source_id.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "primary_source_checksum",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "SHA-256 checksum recorded for primary_source_id.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "source_ids",
+          "arrow_type": "list<item: string>",
+          "nullable": false,
+          "description": "All source identifiers attached to the canonical row, sorted deterministically.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "source_count",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Number of distinct attached source identifiers.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "provenance_class",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Strongest attached provenance class: official_primary, official_secondary, or legacy_import.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "verification_status",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Deterministic verification label exposing primary, legacy, secondary, or mixed support.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "snapshot_id",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "SnapshotV2 identifier used as the build input.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "snapshot_checksum",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "SnapshotV2 content checksum used as the build input.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "snapshot_retrieved_at",
+          "arrow_type": "timestamp[us, tz=UTC]",
+          "nullable": false,
+          "description": "SnapshotV2 retrieval timestamp.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "dataset_schema_version",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Independent semantic schema version for this dataset.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "record_text",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Deterministically generated factual sentence intended for search, RAG, and agent use.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        }
+      ]
+    },
+    "annual": {
+      "row_grain": "one row per calendar year from the earliest through latest snapshot year",
+      "parquet_path": "data/annual.parquet",
+      "fields": [
+        {
+          "name": "year",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Calendar year, including years with no canonical ledger records.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "start_policy_rate_pct",
+          "arrow_type": "double",
+          "nullable": true,
+          "description": "Rate in force immediately before January 1 of the year.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null when no earlier canonical rate is available."
+        },
+        {
+          "name": "end_policy_rate_pct",
+          "arrow_type": "double",
+          "nullable": true,
+          "description": "Rate in force on December 31 of the year.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null when no canonical rate is in force by year end."
+        },
+        {
+          "name": "min_policy_rate_pct",
+          "arrow_type": "double",
+          "nullable": true,
+          "description": "Minimum known in-force rate during the year, including a carry-in rate.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null when no canonical rate is known during the year."
+        },
+        {
+          "name": "max_policy_rate_pct",
+          "arrow_type": "double",
+          "nullable": true,
+          "description": "Maximum known in-force rate during the year, including a carry-in rate.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null when no canonical rate is known during the year."
+        },
+        {
+          "name": "net_change_bps",
+          "arrow_type": "int32",
+          "nullable": true,
+          "description": "End rate minus start rate in basis points; null if either boundary is unknown.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null when start_policy_rate_pct or end_policy_rate_pct is null."
+        },
+        {
+          "name": "gross_hikes_bps",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Sum of positive canonical transitions within the calendar year.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "gross_cuts_bps",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Absolute sum of negative canonical transitions within the calendar year.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "decision_count",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Count of all canonical ledger rows whose effective_date falls in the year.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "policy_decision_count",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Count of policy_decision rows in the year.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "historical_observation_count",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Count of historical_rate_observation rows in the year.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "hike_count",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Count of canonical rows labeled hike in the year.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "cut_count",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Count of canonical rows labeled cut in the year.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "hold_count",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Count of canonical rows labeled hold in the year.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "first_decision_date",
+          "arrow_type": "date32[day]",
+          "nullable": true,
+          "description": "Effective date of the first canonical row in the year.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null when the year has no canonical ledger rows."
+        },
+        {
+          "name": "last_decision_date",
+          "arrow_type": "date32[day]",
+          "nullable": true,
+          "description": "Effective date of the last canonical row in the year.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null when the year has no canonical ledger rows."
+        },
+        {
+          "name": "year_end_action",
+          "arrow_type": "string",
+          "nullable": true,
+          "description": "Action of the final in-year canonical row; null when the year-end rate is carried in from an earlier year.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null when no canonical row in the year establishes the year-end state."
+        },
+        {
+          "name": "year_end_stance",
+          "arrow_type": "string",
+          "nullable": true,
+          "description": "Stance of the final in-year canonical row.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null when no in-year stance is available."
+        },
+        {
+          "name": "year_end_regime_id",
+          "arrow_type": "string",
+          "nullable": true,
+          "description": "Regime containing December 31 under start-inclusive/end-exclusive matching.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null when December 31 falls in a regime gap."
+        },
+        {
+          "name": "year_end_regime_type",
+          "arrow_type": "string",
+          "nullable": true,
+          "description": "Repository-provided regime type at December 31.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null means the value is unavailable in the canonical snapshot."
+        },
+        {
+          "name": "year_end_regime_label",
+          "arrow_type": "string",
+          "nullable": true,
+          "description": "Repository-provided regime label at December 31.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null means the value is unavailable in the canonical snapshot."
+        },
+        {
+          "name": "year_end_source_id",
+          "arrow_type": "string",
+          "nullable": true,
+          "description": "Primary source supporting the rate in force at year end.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null when no year-end rate is known."
+        },
+        {
+          "name": "year_end_source_url",
+          "arrow_type": "string",
+          "nullable": true,
+          "description": "URL of year_end_source_id.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Null means the value is unavailable in the canonical snapshot."
+        },
+        {
+          "name": "source_count",
+          "arrow_type": "int32",
+          "nullable": false,
+          "description": "Distinct sources used by in-year canonical rows and the year-end carry-in state.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "provenance_summary",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Sorted pipe-delimited provenance classes represented in the year.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "snapshot_id",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "SnapshotV2 identifier used as the build input.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "snapshot_checksum",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "SnapshotV2 content checksum used as the build input.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "snapshot_retrieved_at",
+          "arrow_type": "timestamp[us, tz=UTC]",
+          "nullable": false,
+          "description": "SnapshotV2 retrieval timestamp.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "dataset_schema_version",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Independent semantic schema version for this dataset.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "record_text",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Deterministically generated factual annual summary for search, RAG, and agent use.",
+          "source_native": false,
+          "derived": true,
+          "null_semantics": "Not nullable."
+        }
+      ]
+    },
+    "sources": {
+      "row_grain": "one row per source document/resource",
+      "parquet_path": "data/sources.parquet",
+      "fields": [
+        {
+          "name": "source_id",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Stable source identifier from SnapshotV2.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "publisher",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Publisher derived from the source URL/domain.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "source_type",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Source adapter/type from SnapshotV2.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "title",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Source title from SnapshotV2.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "url",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Authoritative source URL from SnapshotV2.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "published_at",
+          "arrow_type": "timestamp[us, tz=UTC]",
+          "nullable": true,
+          "description": "Source publication timestamp when supplied.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Null means the source record has no publication timestamp."
+        },
+        {
+          "name": "retrieved_at",
+          "arrow_type": "timestamp[us, tz=UTC]",
+          "nullable": false,
+          "description": "Source retrieval timestamp.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "checksum",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "SHA-256 checksum recorded for the source.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "is_primary_source",
+          "arrow_type": "bool",
+          "nullable": false,
+          "description": "Whether the source is classified as a direct primary RBI rate source.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "provenance_class",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "official_primary, official_secondary, or legacy_import.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        }
+      ]
+    },
+    "events": {
+      "row_grain": "one row per contextual macro/policy event",
+      "parquet_path": "data/events.parquet",
+      "fields": [
+        {
+          "name": "event_id",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Stable contextual event identifier from SnapshotV2.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "date",
+          "arrow_type": "date32[day]",
+          "nullable": false,
+          "description": "Calendar date of the contextual event.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "label",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Short event label.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "description",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Contextual event description from the repository snapshot.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "event_type",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Repository event type.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "citation_url",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Citation URL for the contextual event.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        }
+      ]
+    },
+    "regimes": {
+      "row_grain": "one row per repository-provided regime interval",
+      "parquet_path": "data/regimes.parquet",
+      "fields": [
+        {
+          "name": "regime_id",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Stable deterministic regime interval identifier.",
+          "source_native": false,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "start_date",
+          "arrow_type": "date32[day]",
+          "nullable": false,
+          "description": "Inclusive start date of the contextual regime.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "end_date",
+          "arrow_type": "date32[day]",
+          "nullable": true,
+          "description": "Exclusive end date of the contextual regime.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Null represents an open-ended interval."
+        },
+        {
+          "name": "regime_type",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Repository-provided contextual regime type.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        },
+        {
+          "name": "label",
+          "arrow_type": "string",
+          "nullable": false,
+          "description": "Repository-provided contextual regime label.",
+          "source_native": true,
+          "derived": false,
+          "null_semantics": "Not nullable."
+        }
+      ]
+    }
+  },
+  "relationships": [
+    "decisions.source_ids resolves to sources.source_id.",
+    "decisions.primary_source_id and annual.year_end_source_id resolve to sources.source_id.",
+    "decisions.regime_id and annual.year_end_regime_id resolve to regimes.regime_id when non-null.",
+    "events are contextual and are not joined to decisions or interpreted as causal explanations."
+  ],
+  "semantic_rules": [
+    "Parquet is canonical; CSV and JSONL are interoperability exports and are not additional Hugging Face configurations.",
+    "decision_date is null for imported historical observations because the source does not identify a separate policy decision date.",
+    "effective_date is the canonical ledger ordering/effective date for every decision row.",
+    "annual start rate is the latest known rate strictly before January 1; end rate is the latest known rate on or before December 31.",
+    "annual gross hikes and gross cuts use only canonical transitions within that year; a first observation is not a hike or cut.",
+    "regime intervals use start-inclusive/end-exclusive matching; gaps remain null.",
+    "unknown values are typed nulls, never empty strings or sentinel labels."
+  ],
+  "csv_conventions": {
+    "null": "empty cell",
+    "lists": "compact JSON arrays, for example [\"source-a\",\"source-b\"]",
+    "booleans": "true or false",
+    "timestamps": "UTC ISO-8601 text ending in Z"
+  }
+}

schema/decisions.schema.json

@@ -0,0 +1,437 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://huggingface.co/datasets/ashwingopalsamy/india-repo-rate-dataset/raw/main/schema/decisions.schema.json",
+  "title": "RBI repo-rate dataset — decisions",
+  "description": "Schema for the decisions configuration of the independent RBI repo-rate dataset.",
+  "type": "object",
+  "additionalProperties": false,
+  "properties": {
+    "decision_id": {
+      "type": "string",
+      "description": "Stable dataset-generated identifier for one canonical ledger row.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "snapshot_decision_id": {
+      "type": "string",
+      "description": "Original decision identifier from SnapshotV2.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "canonical_key": {
+      "type": "string",
+      "description": "Globally readable instrument/date key: IN:RBI:policy_repo_rate:YYYY-MM-DD.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    },
+    "jurisdiction": {
+      "type": "string",
+      "description": "ISO 3166-1 alpha-2 jurisdiction code: IN.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "country": {
+      "type": "string",
+      "description": "Country name: India.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "central_bank": {
+      "type": "string",
+      "description": "Central bank responsible for the instrument.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "central_bank_code": {
+      "type": "string",
+      "description": "Short central-bank code: RBI.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "decision_authority": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "Authority identified by the source type, or null when not known.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Null means the value is unavailable in the canonical snapshot."
+    },
+    "instrument": {
+      "type": "string",
+      "description": "Human-readable policy instrument name.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "instrument_code": {
+      "type": "string",
+      "description": "Stable machine-readable instrument code.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "record_type": {
+      "type": "string",
+      "description": "policy_decision for a policy-resolution record; historical_rate_observation for imported history.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "date_semantics": {
+      "type": "string",
+      "description": "Whether the date represents a resolution/effective date or a historical observation date.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "decision_date": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "format": "date",
+      "description": "Date of the identified policy decision; null for imported historical observations.",
+      "x-arrow-type": "date32[day]",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null means no separate policy-decision date is identified by the source record."
+    },
+    "effective_date": {
+      "type": "string",
+      "format": "date",
+      "description": "Date on which the canonical rate observation is effective or recorded.",
+      "x-arrow-type": "date32[day]",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "year": {
+      "type": "integer",
+      "description": "Calendar year derived from effective_date.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    },
+    "month": {
+      "type": "integer",
+      "description": "Calendar month number derived from effective_date.",
+      "x-arrow-type": "int8",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    },
+    "policy_rate_pct": {
+      "type": "number",
+      "description": "Policy repo rate in percent, retained as a convenient numeric view.",
+      "x-arrow-type": "double",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "policy_rate_bps": {
+      "type": "integer",
+      "description": "Policy repo rate in basis points; exactly round(policy_rate_pct * 100).",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    },
+    "previous_policy_rate_pct": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Previous canonical policy rate in percent.",
+      "x-arrow-type": "double",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null for the first canonical observation."
+    },
+    "previous_policy_rate_bps": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "Previous canonical policy rate in basis points.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null for the first canonical observation."
+    },
+    "change_bps": {
+      "type": "integer",
+      "description": "Signed change from the previous canonical policy rate in basis points; zero for the initial observation.",
+      "x-arrow-type": "int32",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "action": {
+      "type": "string",
+      "description": "Canonical transition label: initial, hike, cut, or hold.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "stance": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "Monetary-policy stance when explicitly available.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Null means the canonical source does not provide a structured stance."
+    },
+    "is_rate_change": {
+      "type": "boolean",
+      "description": "True when change_bps is non-zero.",
+      "x-arrow-type": "bool",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    },
+    "decision_summary": {
+      "type": "string",
+      "description": "Short deterministic factual summary generated from structured fields; source prose is not republished.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    },
+    "regime_id": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "Stable join key for the repository-provided regime interval containing effective_date.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Null means effective_date falls in a gap between regime intervals."
+    },
+    "regime_type": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "Repository-provided contextual regime type.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Null means the value is unavailable in the canonical snapshot."
+    },
+    "regime_label": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "Repository-provided contextual regime label.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Null means the value is unavailable in the canonical snapshot."
+    },
+    "primary_source_id": {
+      "type": "string",
+      "description": "Highest-priority source attached to this decision under the deterministic source-priority policy.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    },
+    "primary_source_type": {
+      "type": "string",
+      "description": "Type of primary_source_id.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    },
+    "primary_source_title": {
+      "type": "string",
+      "description": "Title of primary_source_id.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    },
+    "primary_source_url": {
+      "type": "string",
+      "description": "URL of primary_source_id.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    },
+    "primary_source_published_at": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "format": "date-time",
+      "description": "Publication timestamp of primary_source_id when supplied.",
+      "x-arrow-type": "timestamp[us, tz=UTC]",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Null means the source record does not provide a publication timestamp."
+    },
+    "primary_source_retrieved_at": {
+      "type": "string",
+      "format": "date-time",
+      "description": "Retrieval timestamp of primary_source_id.",
+      "x-arrow-type": "timestamp[us, tz=UTC]",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "primary_source_checksum": {
+      "type": "string",
+      "description": "SHA-256 checksum recorded for primary_source_id.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "source_ids": {
+      "type": "array",
+      "items": {
+        "type": "string"
+      },
+      "description": "All source identifiers attached to the canonical row, sorted deterministically.",
+      "x-arrow-type": "list<item: string>",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    },
+    "source_count": {
+      "type": "integer",
+      "description": "Number of distinct attached source identifiers.",
+      "x-arrow-type": "int32",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    },
+    "provenance_class": {
+      "type": "string",
+      "description": "Strongest attached provenance class: official_primary, official_secondary, or legacy_import.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "verification_status": {
+      "type": "string",
+      "description": "Deterministic verification label exposing primary, legacy, secondary, or mixed support.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "snapshot_id": {
+      "type": "string",
+      "description": "SnapshotV2 identifier used as the build input.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "snapshot_checksum": {
+      "type": "string",
+      "description": "SnapshotV2 content checksum used as the build input.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "snapshot_retrieved_at": {
+      "type": "string",
+      "format": "date-time",
+      "description": "SnapshotV2 retrieval timestamp.",
+      "x-arrow-type": "timestamp[us, tz=UTC]",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "dataset_schema_version": {
+      "type": "string",
+      "description": "Independent semantic schema version for this dataset.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "record_text": {
+      "type": "string",
+      "description": "Deterministically generated factual sentence intended for search, RAG, and agent use.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": true,
+      "x-null-semantics": "Not nullable."
+    }
+  },
+  "required": [
+    "decision_id",
+    "snapshot_decision_id",
+    "canonical_key",
+    "jurisdiction",
+    "country",
+    "central_bank",
+    "central_bank_code",
+    "instrument",
+    "instrument_code",
+    "record_type",
+    "date_semantics",
+    "effective_date",
+    "year",
+    "month",
+    "policy_rate_pct",
+    "policy_rate_bps",
+    "change_bps",
+    "action",
+    "is_rate_change",
+    "decision_summary",
+    "primary_source_id",
+    "primary_source_type",
+    "primary_source_title",
+    "primary_source_url",
+    "primary_source_retrieved_at",
+    "primary_source_checksum",
+    "source_ids",
+    "source_count",
+    "provenance_class",
+    "verification_status",
+    "snapshot_id",
+    "snapshot_checksum",
+    "snapshot_retrieved_at",
+    "dataset_schema_version",
+    "record_text"
+  ],
+  "x-dataset-schema-version": "1.0.0",
+  "x-config-name": "decisions",
+  "x-row-grain": "one row per canonical monetary-policy/rate observation"
+}

schema/events.schema.json

@@ -0,0 +1,70 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://huggingface.co/datasets/ashwingopalsamy/india-repo-rate-dataset/raw/main/schema/events.schema.json",
+  "title": "RBI repo-rate dataset — events",
+  "description": "Schema for the events configuration of the independent RBI repo-rate dataset.",
+  "type": "object",
+  "additionalProperties": false,
+  "properties": {
+    "event_id": {
+      "type": "string",
+      "description": "Stable contextual event identifier from SnapshotV2.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "date": {
+      "type": "string",
+      "format": "date",
+      "description": "Calendar date of the contextual event.",
+      "x-arrow-type": "date32[day]",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "label": {
+      "type": "string",
+      "description": "Short event label.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "description": {
+      "type": "string",
+      "description": "Contextual event description from the repository snapshot.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "event_type": {
+      "type": "string",
+      "description": "Repository event type.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "citation_url": {
+      "type": "string",
+      "description": "Citation URL for the contextual event.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    }
+  },
+  "required": [
+    "event_id",
+    "date",
+    "label",
+    "description",
+    "event_type",
+    "citation_url"
+  ],
+  "x-dataset-schema-version": "1.0.0",
+  "x-config-name": "events",
+  "x-row-grain": "one row per contextual macro/policy event"
+}

schema/regimes.schema.json

@@ -0,0 +1,64 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://huggingface.co/datasets/ashwingopalsamy/india-repo-rate-dataset/raw/main/schema/regimes.schema.json",
+  "title": "RBI repo-rate dataset — regimes",
+  "description": "Schema for the regimes configuration of the independent RBI repo-rate dataset.",
+  "type": "object",
+  "additionalProperties": false,
+  "properties": {
+    "regime_id": {
+      "type": "string",
+      "description": "Stable deterministic regime interval identifier.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "start_date": {
+      "type": "string",
+      "format": "date",
+      "description": "Inclusive start date of the contextual regime.",
+      "x-arrow-type": "date32[day]",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "end_date": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "format": "date",
+      "description": "Exclusive end date of the contextual regime.",
+      "x-arrow-type": "date32[day]",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Null represents an open-ended interval."
+    },
+    "regime_type": {
+      "type": "string",
+      "description": "Repository-provided contextual regime type.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "label": {
+      "type": "string",
+      "description": "Repository-provided contextual regime label.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    }
+  },
+  "required": [
+    "regime_id",
+    "start_date",
+    "regime_type",
+    "label"
+  ],
+  "x-dataset-schema-version": "1.0.0",
+  "x-config-name": "regimes",
+  "x-row-grain": "one row per repository-provided regime interval"
+}

schema/sources.schema.json

@@ -0,0 +1,109 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://huggingface.co/datasets/ashwingopalsamy/india-repo-rate-dataset/raw/main/schema/sources.schema.json",
+  "title": "RBI repo-rate dataset — sources",
+  "description": "Schema for the sources configuration of the independent RBI repo-rate dataset.",
+  "type": "object",
+  "additionalProperties": false,
+  "properties": {
+    "source_id": {
+      "type": "string",
+      "description": "Stable source identifier from SnapshotV2.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "publisher": {
+      "type": "string",
+      "description": "Publisher derived from the source URL/domain.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "source_type": {
+      "type": "string",
+      "description": "Source adapter/type from SnapshotV2.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "title": {
+      "type": "string",
+      "description": "Source title from SnapshotV2.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "url": {
+      "type": "string",
+      "description": "Authoritative source URL from SnapshotV2.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "published_at": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "format": "date-time",
+      "description": "Source publication timestamp when supplied.",
+      "x-arrow-type": "timestamp[us, tz=UTC]",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Null means the source record has no publication timestamp."
+    },
+    "retrieved_at": {
+      "type": "string",
+      "format": "date-time",
+      "description": "Source retrieval timestamp.",
+      "x-arrow-type": "timestamp[us, tz=UTC]",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "checksum": {
+      "type": "string",
+      "description": "SHA-256 checksum recorded for the source.",
+      "x-arrow-type": "string",
+      "x-source-native": true,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "is_primary_source": {
+      "type": "boolean",
+      "description": "Whether the source is classified as a direct primary RBI rate source.",
+      "x-arrow-type": "bool",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    },
+    "provenance_class": {
+      "type": "string",
+      "description": "official_primary, official_secondary, or legacy_import.",
+      "x-arrow-type": "string",
+      "x-source-native": false,
+      "x-derived": false,
+      "x-null-semantics": "Not nullable."
+    }
+  },
+  "required": [
+    "source_id",
+    "publisher",
+    "source_type",
+    "title",
+    "url",
+    "retrieved_at",
+    "checksum",
+    "is_primary_source",
+    "provenance_class"
+  ],
+  "x-dataset-schema-version": "1.0.0",
+  "x-config-name": "sources",
+  "x-row-grain": "one row per source document/resource"
+}