Publish 45,041 screened documents (+9,247 new)

README.md

@@ -16,7 +16,7 @@ configs:
 ---
 # Bharat Guide: screened Indian public information documents
 
-This snapshot contains **35,833 distinct normalized text bodies** and 41,441 source records. Generated 2026-09-30T23:34:29.402641+00:00.
+This snapshot contains **45,041 distinct normalized text bodies** and 52,701 source records. Generated 2026-10-01T11:59:53.737883+00:00.
 
 ## Contents and provenance
 
@@ -32,9 +32,10 @@ not manual factual validation. Older and newer screening versions coexist and ar
 reported in manifest.json. PTI secondary news, directory-only entries, summary-only
 records, rejected text and OCR awaiting review are not qualifying rows. A reviewed
 alias can be retained inside an eligible row's provenance, explicitly labelled.
-No raw SQLite database, HTTP response blobs, account credentials, internal logs or
-Exa payment records are included. Full original evidence remains in the operational
-SQLite dataset. These downloadable artifacts are derived publication snapshots.
+The text exports contain no raw response bytes or account credentials. The combined CSV labels
+screened and review documents explicitly; failure records are separate.
+The separate SQLite backup retains original evidence and operational records; its
+manifest records its own snapshot date.
 
 ## Limitations
 
@@ -58,3 +59,60 @@ manifest.json gives checksums and row counts. publication.json tracks confirmed
 publication content hashes and the additional-document threshold. Each update is
 committed atomically with its data and manifest; the next release is due after at
 least 10,000 newly qualifying distinct bodies, not 10,000 fetched URLs or chunks.
+
+## Download layout and CSV fields
+
+`documents.csv.gz` is the main download: one deduplicated, nonempty extracted text
+body per row, combining screened and review content. The `status` column is `good`
+or `review`. Only `good` rows count toward the screened-document milestone.
+Review rows may include thin text, directory entries, news or incomplete extraction;
+keep them separate when evaluating quality. Duplicate source aliases are preserved
+in `provenance/sources.csv.gz` without repeating their text in the main CSV.
+
+The CSV contains: `content_hash`, `document_id`, `title`, `text`, `url`, `host`,
+`kind`, `trust`, `quality`, `state`, `category`, `fetched_at`, `metadata`, `sha256`,
+`status`, `assessment_version`, `assessment_status`, `assessment_reasons`, `topics`.
+`text` is the full stored extracted body, not a summary. `metadata` preserves the
+representative document's SQLite JSON metadata. `topics` is a JSON list, and labels
+may overlap; unclassified documents are explicitly labelled. Fetch time is not
+publication time. A row represents a document body, not every relational SQLite row.
+
+`topics/document_topics.csv.gz` maps topics to content hashes and good/review status;
+`topics/summary.json` provides counts. This index avoids copying full text into many
+folders. Topic labels are heuristic, not manual factual or legal validation.
+
+`fails/urls.csv.gz` contains failure, robots-blocked, retry and OCR-pending records
+with their exact statuses; not every entry is a permanent failure.
+`fails/empty_documents.csv.gz` lists records without usable text. Neither is counted
+as a distinct text document. Unattempted queued URLs and seed inventories are not
+exported. No crawler handoff package is included.
+
+CSV files use UTF-8, gzip compression and standard quoting for multiline text.
+Decompress to obtain an ordinary CSV, or read directly:
+
+```python
+import pandas as pd
+df = pd.read_csv("documents.csv.gz")
+good = df[df["status"] == "good"]
+```
+
+Optional `data/train-*.parquet` files contain screened text in larger batches for
+the Hugging Face viewer. The CSV contains additional review content, so its row
+count is higher than the qualifying-document count. Source values are preserved;
+treat spreadsheet formulas in source text as untrusted, not executable instructions.
+
+## SQLite reference
+
+[SQLITE_SCHEMA.md](SQLITE_SCHEMA.md) lists every table and field; `sqlite_schema.sql`
+contains the reference schema. `documents` stores text and metadata;
+`document_assessments` stores screening decisions; `document_topics` stores labels.
+Original PDFs and responses are in `raw_blobs.payload`, linked through
+`fetch_receipts.raw_sha256`, with `codec` describing zlib compression or raw bytes.
+`ocr_pages` stores page-level results. These binary files and operational tables
+are not embedded in the CSV.
+
+The private recovery files `backups/bharat.sqlite` and
+`backups/sqlite-manifest.json` retain their own snapshot date and checksum, which
+may precede the text release. The full SQLite backup includes crawl queues and
+source inventories even though this CSV release excludes them. Keep that backup
+private when publishing text-only data.

SQLITE_SCHEMA.md

@@ -0,0 +1,313 @@
+# SQLite table fields
+
+The operational archive is `backups/bharat.sqlite`; its snapshot date and checksum are in `backups/sqlite-manifest.json`. CSV exports may be newer.
+
+## archived_files
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| path | TEXT | 1 |
+| sha256 | TEXT | 0 |
+| size | INTEGER | 0 |
+| mtime_ns | INTEGER | 0 |
+| role | TEXT | 0 |
+
+## catalog_records
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| source | TEXT | 1 |
+| record_id | TEXT | 2 |
+| slug | TEXT | 0 |
+| fields | TEXT | 0 |
+| raw_sha256 | TEXT | 0 |
+| fetched_at | TEXT | 0 |
+
+## chunks
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| id | INTEGER | 1 |
+| document_id | TEXT | 0 |
+| ordinal | INTEGER | 0 |
+| text | TEXT | 0 |
+
+## chunks_fts
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| title | dynamic | 0 |
+| text | dynamic | 0 |
+
+## chunks_fts_config
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| k | dynamic | 1 |
+| v | dynamic | 0 |
+
+## chunks_fts_content
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| id | INTEGER | 1 |
+| c0 | dynamic | 0 |
+| c1 | dynamic | 0 |
+
+## chunks_fts_data
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| id | INTEGER | 1 |
+| block | BLOB | 0 |
+
+## chunks_fts_docsize
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| id | INTEGER | 1 |
+| sz | BLOB | 0 |
+
+## chunks_fts_idx
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| segid | dynamic | 1 |
+| term | dynamic | 2 |
+| pgno | dynamic | 0 |
+
+## directory_partition_records
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| category | TEXT | 1 |
+| record_id | TEXT | 2 |
+
+## directory_partitions
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| category | TEXT | 1 |
+| page | INTEGER | 0 |
+| expected | INTEGER | 0 |
+| status | TEXT | 0 |
+| updated_at | TEXT | 0 |
+
+## document_assessments
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| document_id | TEXT | 1 |
+| body_sha256 | TEXT | 0 |
+| content_hash | TEXT | 0 |
+| status | TEXT | 0 |
+| reasons | TEXT | 0 |
+| version | INTEGER | 0 |
+| assessed_at | TEXT | 0 |
+
+## document_topics
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| document_id | TEXT | 1 |
+| topic | TEXT | 2 |
+| evidence | TEXT | 0 |
+
+## document_versions
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| version_id | INTEGER | 1 |
+| document_id | TEXT | 0 |
+| snapshot | TEXT | 0 |
+| archived_at | TEXT | 0 |
+
+## documents
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| id | TEXT | 1 |
+| url | TEXT | 0 |
+| title | TEXT | 0 |
+| kind | TEXT | 0 |
+| host | TEXT | 0 |
+| trust | TEXT | 0 |
+| state | TEXT | 0 |
+| category | TEXT | 0 |
+| body | TEXT | 0 |
+| metadata | TEXT | 0 |
+| fetched_at | TEXT | 0 |
+| sha256 | TEXT | 0 |
+| quality | TEXT | 0 |
+
+## edges
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| source_url | TEXT | 1 |
+| target_url | TEXT | 2 |
+| relation | TEXT | 3 |
+
+## events
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| id | INTEGER | 1 |
+| source | TEXT | 0 |
+| status | TEXT | 0 |
+| detail | TEXT | 0 |
+| created_at | TEXT | 0 |
+
+## exa_attempts
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| url | TEXT | 1 |
+| mode | TEXT | 2 |
+| request_id | TEXT | 0 |
+
+## exa_requests
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| id | TEXT | 1 |
+| created_at | TEXT | 0 |
+| urls | TEXT | 0 |
+| reserved_usd | REAL | 0 |
+| actual_usd | REAL | 0 |
+| status | TEXT | 0 |
+| raw_sha256 | TEXT | 0 |
+| detail | TEXT | 0 |
+
+## exa_urls
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| url | TEXT | 1 |
+| request_id | TEXT | 0 |
+| status | TEXT | 0 |
+| detail | TEXT | 0 |
+| updated_at | TEXT | 0 |
+
+## fetch_receipts
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| url | TEXT | 1 |
+| final_url | TEXT | 0 |
+| raw_sha256 | TEXT | 0 |
+| content_type | TEXT | 0 |
+| fetched_at | TEXT | 0 |
+
+## frontier
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| url | TEXT | 1 |
+| host | TEXT | 0 |
+| discovered_from | TEXT | 0 |
+| depth | INTEGER | 0 |
+| status | TEXT | 0 |
+| attempts | INTEGER | 0 |
+| next_attempt | REAL | 0 |
+| last_error | TEXT | 0 |
+| updated_at | TEXT | 0 |
+
+## host_crawl_state
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| host | TEXT | 1 |
+| last_attempt | TEXT | 0 |
+| attempts | INTEGER | 0 |
+
+## host_topics
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| host | TEXT | 1 |
+| topic | TEXT | 2 |
+| evidence_url | TEXT | 0 |
+
+## jobs
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| name | TEXT | 1 |
+| status | TEXT | 0 |
+| expected | INTEGER | 0 |
+| completed | INTEGER | 0 |
+| errors | INTEGER | 0 |
+| detail | TEXT | 0 |
+| updated_at | TEXT | 0 |
+
+## ocr_pages
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| raw_sha256 | TEXT | 1 |
+| page | INTEGER | 2 |
+| language | TEXT | 3 |
+| text | TEXT | 0 |
+| confidence | REAL | 0 |
+| method | TEXT | 0 |
+| processed_at | TEXT | 0 |
+
+## raw_blobs
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| sha256 | TEXT | 1 |
+| codec | TEXT | 0 |
+| raw_size | INTEGER | 0 |
+| payload | BLOB | 0 |
+| archived_at | REAL | 0 |
+
+## settings
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| name | TEXT | 1 |
+| value | TEXT | 0 |
+
+## sitemap_frontier
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| url | TEXT | 1 |
+| discovered_from | TEXT | 0 |
+| raw_sha256 | TEXT | 0 |
+| position | INTEGER | 0 |
+| status | TEXT | 0 |
+| attempts | INTEGER | 0 |
+| next_attempt | REAL | 0 |
+| last_error | TEXT | 0 |
+| updated_at | TEXT | 0 |
+
+## sitemap_host_state
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| host | TEXT | 1 |
+| last_attempt | TEXT | 0 |
+| attempts | INTEGER | 0 |
+
+## sources
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| host | TEXT | 1 |
+| trust | TEXT | 0 |
+| discovered_from | TEXT | 0 |
+| first_seen | TEXT | 0 |
+| last_seen | TEXT | 0 |
+
+## worker_heartbeats
+
+| Field | SQLite type | Primary-key position |
+|---|---|---|
+| name | TEXT | 1 |
+| pid | INTEGER | 0 |
+| status | TEXT | 0 |
+| started_at | TEXT | 0 |
+| heartbeat_at | TEXT | 0 |

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sqlite_schema.sql

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+-- Reference schema from the live database; FTS shadow tables are SQLite-managed.
+CREATE INDEX assessment_status_hash ON document_assessments(status,content_hash);
+
+CREATE INDEX chunks_document ON chunks(document_id);
+
+CREATE INDEX document_topics_topic ON document_topics(topic,document_id);
+
+CREATE INDEX documents_adapter ON documents(json_extract(metadata,'$.adapter'));
+
+CREATE INDEX documents_assessment_match ON documents(id,sha256,quality);
+
+CREATE INDEX documents_content_hash_kind ON documents(sha256,kind);
+
+CREATE INDEX documents_host ON documents(host);
+
+CREATE INDEX documents_kind ON documents(kind,state);
+
+CREATE INDEX edges_target_source ON edges(target_url,source_url);
+
+CREATE INDEX frontier_host ON frontier(host);
+
+CREATE INDEX frontier_status ON frontier(status,next_attempt);
+
+CREATE INDEX host_topics_topic ON host_topics(topic,host);
+
+CREATE TABLE archived_files(path TEXT PRIMARY KEY,sha256 TEXT NOT NULL REFERENCES raw_blobs(sha256),size INTEGER NOT NULL,mtime_ns INTEGER NOT NULL,role TEXT NOT NULL);
+
+CREATE TABLE catalog_records(source TEXT NOT NULL,record_id TEXT NOT NULL,slug TEXT NOT NULL,fields TEXT NOT NULL,raw_sha256 TEXT NOT NULL,fetched_at TEXT NOT NULL,PRIMARY KEY(source,record_id));
+
+CREATE TABLE chunks(id INTEGER PRIMARY KEY,document_id TEXT NOT NULL REFERENCES documents(id) ON DELETE CASCADE,ordinal INTEGER NOT NULL,text TEXT NOT NULL);
+
+CREATE VIRTUAL TABLE chunks_fts USING fts5(title,text,tokenize='unicode61');
+
+CREATE TABLE 'chunks_fts_config'(k PRIMARY KEY, v) WITHOUT ROWID;
+
+CREATE TABLE 'chunks_fts_content'(id INTEGER PRIMARY KEY, c0, c1);
+
+CREATE TABLE 'chunks_fts_data'(id INTEGER PRIMARY KEY, block BLOB);
+
+CREATE TABLE 'chunks_fts_docsize'(id INTEGER PRIMARY KEY, sz BLOB);
+
+CREATE TABLE 'chunks_fts_idx'(segid, term, pgno, PRIMARY KEY(segid, term)) WITHOUT ROWID;
+
+CREATE TABLE directory_partition_records(category TEXT,record_id TEXT,PRIMARY KEY(category,record_id));
+
+CREATE TABLE directory_partitions(category TEXT PRIMARY KEY,page INTEGER NOT NULL DEFAULT 1,expected INTEGER NOT NULL DEFAULT 0,status TEXT NOT NULL DEFAULT 'pending',updated_at TEXT);
+
+CREATE TABLE document_assessments(document_id TEXT PRIMARY KEY REFERENCES documents(id),body_sha256 TEXT NOT NULL,content_hash TEXT NOT NULL,status TEXT NOT NULL,reasons TEXT NOT NULL,version INTEGER NOT NULL,assessed_at TEXT NOT NULL);
+
+CREATE TABLE document_topics(document_id TEXT NOT NULL REFERENCES documents(id),topic TEXT NOT NULL,evidence TEXT NOT NULL,PRIMARY KEY(document_id,topic));
+
+CREATE TABLE document_versions(version_id INTEGER PRIMARY KEY,document_id TEXT NOT NULL,snapshot TEXT NOT NULL,archived_at TEXT NOT NULL);
+
+CREATE TABLE documents(id TEXT PRIMARY KEY,url TEXT UNIQUE NOT NULL,title TEXT NOT NULL,kind TEXT NOT NULL,host TEXT NOT NULL,trust TEXT NOT NULL,state TEXT DEFAULT '',category TEXT DEFAULT '',body TEXT NOT NULL,metadata TEXT NOT NULL,fetched_at TEXT NOT NULL,sha256 TEXT NOT NULL,quality TEXT NOT NULL);
+
+CREATE TABLE edges(source_url TEXT,target_url TEXT,relation TEXT,PRIMARY KEY(source_url,target_url,relation));
+
+CREATE TABLE events(id INTEGER PRIMARY KEY,source TEXT,status TEXT,detail TEXT,created_at TEXT);
+
+CREATE TABLE exa_attempts(
+ url TEXT NOT NULL, mode TEXT NOT NULL, request_id TEXT NOT NULL,
+ PRIMARY KEY(url,mode));
+
+CREATE TABLE exa_requests(
+ id TEXT PRIMARY KEY, created_at TEXT NOT NULL, urls TEXT NOT NULL,
+ reserved_usd REAL NOT NULL, actual_usd REAL, status TEXT NOT NULL,
+ raw_sha256 TEXT, detail TEXT);
+
+CREATE TABLE exa_urls(
+ url TEXT PRIMARY KEY, request_id TEXT NOT NULL, status TEXT NOT NULL,
+ detail TEXT, updated_at TEXT NOT NULL);
+
+CREATE TABLE fetch_receipts(url TEXT PRIMARY KEY,final_url TEXT NOT NULL,raw_sha256 TEXT NOT NULL,content_type TEXT,fetched_at TEXT NOT NULL);
+
+CREATE TABLE frontier(url TEXT PRIMARY KEY,host TEXT NOT NULL,discovered_from TEXT,depth INTEGER NOT NULL DEFAULT 0,status TEXT NOT NULL DEFAULT 'pending',attempts INTEGER NOT NULL DEFAULT 0,next_attempt REAL DEFAULT 0,last_error TEXT,updated_at TEXT);
+
+CREATE TABLE host_crawl_state(host TEXT PRIMARY KEY,last_attempt TEXT NOT NULL,attempts INTEGER NOT NULL DEFAULT 0);
+
+CREATE TABLE host_topics(host TEXT NOT NULL,topic TEXT NOT NULL,evidence_url TEXT NOT NULL,PRIMARY KEY(host,topic));
+
+CREATE TABLE jobs(name TEXT PRIMARY KEY,status TEXT,expected INTEGER DEFAULT 0,completed INTEGER DEFAULT 0,errors INTEGER DEFAULT 0,detail TEXT,updated_at TEXT);
+
+CREATE TABLE ocr_pages(raw_sha256 TEXT,page INTEGER,language TEXT,text TEXT,confidence REAL,method TEXT,processed_at TEXT,PRIMARY KEY(raw_sha256,page,language));
+
+CREATE TABLE raw_blobs(sha256 TEXT PRIMARY KEY,codec TEXT NOT NULL,raw_size INTEGER NOT NULL,payload BLOB NOT NULL,archived_at REAL NOT NULL);
+
+CREATE TABLE settings(name TEXT PRIMARY KEY,value TEXT NOT NULL);
+
+CREATE TABLE sitemap_frontier(url TEXT PRIMARY KEY,discovered_from TEXT,raw_sha256 TEXT,position INTEGER NOT NULL DEFAULT 0,status TEXT NOT NULL DEFAULT 'pending',attempts INTEGER NOT NULL DEFAULT 0,next_attempt REAL NOT NULL DEFAULT 0,last_error TEXT,updated_at TEXT);
+
+CREATE TABLE sitemap_host_state(host TEXT PRIMARY KEY,last_attempt TEXT NOT NULL,attempts INTEGER NOT NULL DEFAULT 0);
+
+CREATE TABLE sources(host TEXT PRIMARY KEY, trust TEXT NOT NULL, discovered_from TEXT, first_seen TEXT, last_seen TEXT);
+
+CREATE TABLE worker_heartbeats(name TEXT PRIMARY KEY,pid INTEGER NOT NULL,status TEXT NOT NULL,started_at TEXT NOT NULL,heartbeat_at TEXT NOT NULL);
+
+CREATE TRIGGER preserve_document_version BEFORE UPDATE ON documents
+WHEN OLD.sha256!=NEW.sha256 OR OLD.metadata!=NEW.metadata OR OLD.quality!=NEW.quality
+BEGIN
+ INSERT INTO document_versions(document_id,snapshot,archived_at) VALUES(OLD.id,
+ json_object('id',OLD.id,'url',OLD.url,'title',OLD.title,'kind',OLD.kind,'host',OLD.host,'trust',OLD.trust,'state',OLD.state,'category',OLD.category,'body',OLD.body,'metadata',OLD.metadata,'fetched_at',OLD.fetched_at,'sha256',OLD.sha256,'quality',OLD.quality),strftime('%Y-%m-%dT%H:%M:%fZ','now'));
+END;

data/train-00008.parquet → topics/document_topics.csv.gz

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bfc76d3d23c7fdc35d2d4b5844ca142ae5b7c98ec4799089e38725dbcadd105f
-size 3363382
+oid sha256:c0fc9a86e5bcc40ee84d43fe17d53e93fec4f8c644f15fbaa866305768d4f6e5
+size 11117073

topics/summary.json

@@ -0,0 +1,372 @@
+[
+  {
+    "partition": "good",
+    "topic": "banking",
+    "documents": 1019
+  },
+  {
+    "partition": "good",
+    "topic": "budget",
+    "documents": 409
+  },
+  {
+    "partition": "good",
+    "topic": "constitution",
+    "documents": 102
+  },
+  {
+    "partition": "good",
+    "topic": "credit_lending",
+    "documents": 115
+  },
+  {
+    "partition": "good",
+    "topic": "culture",
+    "documents": 1285
+  },
+  {
+    "partition": "good",
+    "topic": "digital_infrastructure",
+    "documents": 722
+  },
+  {
+    "partition": "good",
+    "topic": "fire_stations",
+    "documents": 204
+  },
+  {
+    "partition": "good",
+    "topic": "government_hospitals",
+    "documents": 475
+  },
+  {
+    "partition": "good",
+    "topic": "government_hotels",
+    "documents": 334
+  },
+  {
+    "partition": "good",
+    "topic": "government_sponsorships",
+    "documents": 589
+  },
+  {
+    "partition": "good",
+    "topic": "government_statements",
+    "documents": 1295
+  },
+  {
+    "partition": "good",
+    "topic": "income_tax",
+    "documents": 269
+  },
+  {
+    "partition": "good",
+    "topic": "international_policy",
+    "documents": 229
+  },
+  {
+    "partition": "good",
+    "topic": "juvenile_justice",
+    "documents": 54
+  },
+  {
+    "partition": "good",
+    "topic": "legal_amendments_forms",
+    "documents": 231
+  },
+  {
+    "partition": "good",
+    "topic": "legal_judiciary",
+    "documents": 6080
+  },
+  {
+    "partition": "good",
+    "topic": "mining_resources",
+    "documents": 2129
+  },
+  {
+    "partition": "good",
+    "topic": "minority_rights",
+    "documents": 210
+  },
+  {
+    "partition": "good",
+    "topic": "official_contacts",
+    "documents": 345
+  },
+  {
+    "partition": "good",
+    "topic": "ondc",
+    "documents": 13
+  },
+  {
+    "partition": "good",
+    "topic": "parliament",
+    "documents": 411
+  },
+  {
+    "partition": "good",
+    "topic": "police_stations",
+    "documents": 1078
+  },
+  {
+    "partition": "good",
+    "topic": "policy",
+    "documents": 6132
+  },
+  {
+    "partition": "good",
+    "topic": "population",
+    "documents": 817
+  },
+  {
+    "partition": "good",
+    "topic": "prime_minister_history",
+    "documents": 15
+  },
+  {
+    "partition": "good",
+    "topic": "prisons",
+    "documents": 333
+  },
+  {
+    "partition": "good",
+    "topic": "public_finance",
+    "documents": 1679
+  },
+  {
+    "partition": "good",
+    "topic": "public_infrastructure",
+    "documents": 1935
+  },
+  {
+    "partition": "good",
+    "topic": "public_services",
+    "documents": 5961
+  },
+  {
+    "partition": "good",
+    "topic": "religion_heritage",
+    "documents": 902
+  },
+  {
+    "partition": "good",
+    "topic": "reproductive_rights",
+    "documents": 35
+  },
+  {
+    "partition": "good",
+    "topic": "roads_contracts",
+    "documents": 433
+  },
+  {
+    "partition": "good",
+    "topic": "schemes",
+    "documents": 9509
+  },
+  {
+    "partition": "good",
+    "topic": "tourism",
+    "documents": 2192
+  },
+  {
+    "partition": "good",
+    "topic": "universities",
+    "documents": 6823
+  },
+  {
+    "partition": "good",
+    "topic": "upi",
+    "documents": 4
+  },
+  {
+    "partition": "review",
+    "topic": "banking",
+    "documents": 834
+  },
+  {
+    "partition": "review",
+    "topic": "budget",
+    "documents": 863
+  },
+  {
+    "partition": "review",
+    "topic": "constitution",
+    "documents": 74
+  },
+  {
+    "partition": "review",
+    "topic": "credit_lending",
+    "documents": 127
+  },
+  {
+    "partition": "review",
+    "topic": "culture",
+    "documents": 1437
+  },
+  {
+    "partition": "review",
+    "topic": "digital_infrastructure",
+    "documents": 393
+  },
+  {
+    "partition": "review",
+    "topic": "fire_stations",
+    "documents": 142
+  },
+  {
+    "partition": "review",
+    "topic": "government_hospitals",
+    "documents": 540
+  },
+  {
+    "partition": "review",
+    "topic": "government_hotels",
+    "documents": 323
+  },
+  {
+    "partition": "review",
+    "topic": "government_sponsorships",
+    "documents": 475
+  },
+  {
+    "partition": "review",
+    "topic": "government_statements",
+    "documents": 1660
+  },
+  {
+    "partition": "review",
+    "topic": "income_tax",
+    "documents": 256
+  },
+  {
+    "partition": "review",
+    "topic": "international_policy",
+    "documents": 312
+  },
+  {
+    "partition": "review",
+    "topic": "juvenile_justice",
+    "documents": 29
+  },
+  {
+    "partition": "review",
+    "topic": "legal_amendments_forms",
+    "documents": 244
+  },
+  {
+    "partition": "review",
+    "topic": "legal_judiciary",
+    "documents": 6904
+  },
+  {
+    "partition": "review",
+    "topic": "mining_resources",
+    "documents": 2081
+  },
+  {
+    "partition": "review",
+    "topic": "minority_rights",
+    "documents": 406
+  },
+  {
+    "partition": "review",
+    "topic": "news_reporting",
+    "documents": 11
+  },
+  {
+    "partition": "review",
+    "topic": "official_contacts",
+    "documents": 199
+  },
+  {
+    "partition": "review",
+    "topic": "ondc",
+    "documents": 18
+  },
+  {
+    "partition": "review",
+    "topic": "parliament",
+    "documents": 603
+  },
+  {
+    "partition": "review",
+    "topic": "police_stations",
+    "documents": 635
+  },
+  {
+    "partition": "review",
+    "topic": "policy",
+    "documents": 5929
+  },
+  {
+    "partition": "review",
+    "topic": "population",
+    "documents": 839
+  },
+  {
+    "partition": "review",
+    "topic": "prime_minister_history",
+    "documents": 6
+  },
+  {
+    "partition": "review",
+    "topic": "prisons",
+    "documents": 653
+  },
+  {
+    "partition": "review",
+    "topic": "public_finance",
+    "documents": 2317
+  },
+  {
+    "partition": "review",
+    "topic": "public_infrastructure",
+    "documents": 1737
+  },
+  {
+    "partition": "review",
+    "topic": "public_services",
+    "documents": 4764
+  },
+  {
+    "partition": "review",
+    "topic": "religion_heritage",
+    "documents": 692
+  },
+  {
+    "partition": "review",
+    "topic": "reproductive_rights",
+    "documents": 22
+  },
+  {
+    "partition": "review",
+    "topic": "roads_contracts",
+    "documents": 454
+  },
+  {
+    "partition": "review",
+    "topic": "schemes",
+    "documents": 3583
+  },
+  {
+    "partition": "review",
+    "topic": "tourism",
+    "documents": 1950
+  },
+  {
+    "partition": "review",
+    "topic": "unclassified",
+    "documents": 191730
+  },
+  {
+    "partition": "review",
+    "topic": "universities",
+    "documents": 6051
+  },
+  {
+    "partition": "review",
+    "topic": "upi",
+    "documents": 10
+  }
+]