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registry: 32,368 companies (all listed companies first, sitelinks ≥ 3, employees ≥ 500, revenue bands; non-company classes excluded)

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Simon-Pierre Boucher committed (Sep 13, 2026) parent 15b65a3 Browse files

5 changed files +15,227 −4,679

modified docs/SEEDS.md +102 −41
@@ -1,8 +1,9 @@
1 # Seeds — the initial company universe 1 # Seeds — the initial company universe
2 2
3−The seed registry is the diversified starting universe of Company Atlas (spec §99: 5,000+ companies across sectors and regions). It is 3+The seed registry is the diversified starting universe of Company Atlas (spec §99: 5,000+ companies across sectors and regions; since
4−plain data committed in `registry/` plus an idempotent loader; the crawl core takes over from `companies.onboarding_status = 'pending'` 4+2026-09-13 a reference atlas of **≥ 30,000 companies, every listed company first**). It is plain data committed in `registry/` plus an
5−and the `queue_jobs(kind='discover')` rows the loader creates (boundary "Seeds → Crawl" in `docs/ARCHITECTURE.md`). 5+idempotent loader; the crawl core takes over from `companies.onboarding_status = 'pending'` and the `queue_jobs(kind='discover')` rows
6+the loader creates (boundary "Seeds → Crawl" in `docs/ARCHITECTURE.md`).
6 7
7 ``` 8 ```
8 registry/industries.yaml taxonomy (51 industries, 23 top-level + children, keywords for label mapping) 9 registry/industries.yaml taxonomy (51 industries, 23 top-level + children, keywords for label mapping)
@@ -21,32 +22,46 @@ src/companyatlas/commands/seed.py catlas seed | import-companies | compa
21 22
22 | Source | What we take | Politeness | 23 | Source | What we take | Politeness |
23 |---|---|---| 24 |---|---|---|
24−| **Wikidata** (SPARQL, `query.wikidata.org`) | companies by class (P31), official website P856, country P17→P297, labels/aliases/descriptions, official name P1448, industry P452, inception P571, employees P1128 (+P585), HQ P159 (+P625, P131, P17), coordinates P625, ticker P249 / exchange P414, LEI P1278, CIK P5531, parent P749, logo P154, sitelink count | UA `CompanyAtlasBot/0.1 (contact@spboucher.ai)`, one query at a time, ≥ 2 s apart, 60 s server timeout, retries with exponential backoff, every result cached in `data/seed/wikidata/sparql/<sha256>.json` (git-ignored) | 25+| **Wikidata** (SPARQL, `query.wikidata.org`) | companies by class (P31) × sitelink bands, every company listed on a stock exchange (P414, per exchange; P249), companies with ≥ 500 employees (P1128) or a revenue (P2139) per class; official website P856, country P17→P297, labels/aliases/descriptions, official name P1448, industry P452, inception P571, employees P1128 (+P585), HQ P159 (+P625, P131, P17), coordinates P625, ticker P249 / exchange P414, LEI P1278, CIK P5531, parent P749, logo P154, dissolution P576 / P582, sitelink count | UA `CompanyAtlasBot/0.1 (contact@spboucher.ai)`, one query at a time, ≥ 2 s apart, 60 s server timeout, retries with exponential backoff (429 honours `Retry-After`), every result cached in `data/seed/wikidata/sparql/<sha256>.json` (git-ignored) |
25 | **SEC EDGAR** (`company_tickers.json`, `data.sec.gov/submissions`) | CIK, tickers, exchanges, SIC + description, business address | required UA, ≤ 5 req/s, cached in `data/seed/edgar/` | 26 | **SEC EDGAR** (`company_tickers.json`, `data.sec.gov/submissions`) | CIK, tickers, exchanges, SIC + description, business address | required UA, ≤ 5 req/s, cached in `data/seed/edgar/` |
26 | **ISO 3166 / UN M49** (lukes/ISO-3166-Countries-with-Regional-Codes) + Wikidata P625 | country names, regions, centroids | one-off; the CSV is committed | 27 | **ISO 3166 / UN M49** (lukes/ISO-3166-Countries-with-Regional-Codes) + Wikidata P625 | country names, regions, centroids | one-off; the CSV is committed |
27 28
28 Facts are copied, never inferred: a company only enters the registry with an official website *stated on Wikidata*; nothing is guessed 29 Facts are copied, never inferred: a company only enters the registry with an official website *stated on Wikidata*; nothing is guessed
29 from names. Provenance is kept per company (`source`, `harvested_at`, `sitelinks`, raw `industry_labels`, `notes`) and lands in 30 from names. Provenance is kept per company (`source`, `harvested_at`, `sitelinks`, raw `industry_labels`, `notes`) and lands in
30−`companies.source_meta`. 31+`companies.source_meta`. Per-stage counters live in `data/seed/harvest-stats.json` and are rendered as the harvest report at the end of
32+`registry/companies/README.md` (`seed_edgar.py` appends its own line).
31 33
32 ## Harvest procedure (`scripts/seed_wikidata.py`) 34 ## Harvest procedure (`scripts/seed_wikidata.py`)
33 35
34 ```bash 36 ```bash
35−.venv/bin/python scripts/seed_wikidata.py all --target 8000 # ≈ 45–60 min the first time; every stage resumes from cache 37+nohup .venv/bin/python scripts/seed_wikidata.py all --target 30000 > data/seed/harvest.log 2>&1 & # ≈ 1.5–2 h the first time,
36−.venv/bin/python scripts/seed_wikidata.py candidates|select|details|assemble # single stage 38+ # minutes when the cache is warm; every stage resumes from cache
37−.venv/bin/python scripts/seed_edgar.py # optional enrichment, rewrites the NDJSON in place 39+.venv/bin/python scripts/seed_wikidata.py candidates|dissolved|select|details|assemble # single stage
40+.venv/bin/python scripts/seed_edgar.py # enrichment, rewrites the NDJSON in place — always after assemble
38 .venv/bin/catlas registry-stats # counts without a database 41 .venv/bin/catlas registry-stats # counts without a database
39 ``` 42 ```
40 43
41−1. **candidates** — `?item wdt:P31 wd:<class>` for 30 company classes (business, enterprise, public company, company, privately held 44+1. **candidates** — four band families, every row needing a truthy official website (P856):
42− company, corporation, bank, airline, automobile/aerospace manufacturer, software/technology company, video-game developer/publisher, 45+ * **classes × sitelink bands** — `?item wdt:P31 wd:<class>` for 44 company classes (business, enterprise, public company, company,
43− publisher, record label, telecom, brewery, retail chain, railway, shipyard, …). The subclass tree of *business* (`P279*`) is far too 46+ privately held company, corporation, joint-stock company, kabushiki / kōkai gaisha, holding company, financial institution, credit
44− broad to page, so classes are queried directly and the big ones are chunked by **sitelink bands** (≥ 80, 50–79, 35–49, 25–34, 18–24, 47+ institution, insurance company, REIT, subsidiary, state-owned enterprise, multinational, bank, airline, automobile / commercial-vehicle /
45− 12–17, 8–11, 5–7); a band that times out is split in two automatically. Minimum 5 sitelinks. 48+ aerospace manufacturer, software / technology company, video-game developer / publisher, publishing house, book publisher, record
46− Then **country boosts** (sitelinks ≥ 2, country-first scan, only for minimum-coverage countries still short after the class stage; 49+ label, film production company, telecom, brewery, retail / restaurant / hotel / gas-station chain, railway, transport company, law
47− a timeout is tolerated and reported) and **industry boosts** (P452 label lists per top-level industry, sitelinks ≥ 2, 600 each). 50+ firm, printing / pharmaceutical company, concern, conglomerate, shipyard). The subclass tree of *business* (`P279*`) is far too
48− Output `data/seed/candidates.json`. 51+ broad to page, so classes are queried directly; the big ones are chunked by **sitelink bands** (≥ 80, 50–79, 35–49, 25–34, 18–24,
49− **dissolved** — a separate `P576` lookup over every candidate (300 QIDs per query; a `NOT EXISTS` filter inside the big scans 52+ 12–17, 8–11, 5–7, **3–4**), the others in two queries (≥ 5 and 3–4). A band that times out is split in two, then by the last QID
53+ digit. The class list is checked against the English Wikidata labels — the 2026-09-12 list had six wrong labels and three classes
54+ that were not companies (charitable organization, service on Internet, online service), now removed.
55+ * **listed companies** — one `SELECT ?ex (COUNT …) GROUP BY ?ex` lists the ~250 stock exchanges used as P414 values; then every
56+ exchange is scanned (`p:P414` statements with their P582 end-time qualifier, any P31 class), large exchanges alone, small ones grouped
57+ to ≈ 1,500 statements per query. An item whose listings have all ended counts as *not listed* (delisted) but stays a candidate through
58+ its other bands. Plus the few dozen items carrying P249 directly.
59+ * **large companies** — per class, `P1128 ≥ 500` employees and `P2139` revenue present, any sitelink count (class-restricted on
60+ purpose: 70 % of the items with a revenue on Wikidata are nonprofits, universities, hospitals or municipalities).
61+ * **boosts** — country-first scans (sitelinks ≥ 2, only for minimum-coverage countries still short after the bands above; a timeout is
62+ tolerated and reported) and industry boosts (P452 label lists per top-level industry, sitelinks ≥ 2, 600 each).
63+ Output `data/seed/candidates.json` (per item: sitelinks, websites, countries, classes, bands, `listed`, exchanges, employee hint).
64+ **dissolved** — a separate `P576 | P582` lookup over every candidate (300 QIDs per query; a `NOT EXISTS` filter inside the big scans
50 is what makes them time out); defunct companies are excluded at selection. Output `data/seed/dissolved.json`. 65 is what makes them time out); defunct companies are excluded at selection. Output `data/seed/dissolved.json`.
51 2. **select** — websites normalised to `https://<host>` (paths stripped); generic hosts dropped (social networks, blogs, app stores, 66 2. **select** — websites normalised to `https://<host>` (paths stripped); generic hosts dropped (social networks, blogs, app stores,
52 site builders, code forges, Wikipedia …; for platform roots such as `google.com`/`apple.com` only the bare/www host counts); 67 site builders, code forges, Wikipedia …; for platform roots such as `google.com`/`apple.com` only the bare/www host counts);
@@ -54,10 +69,28 @@ from names. Provenance is kept per company (`source`, `harvested_at`, `sitelinks
54 winner and in `data/seed/dropped.json`). Then the diversified selection below. Output `data/seed/selected.json` (+ a reserve of 69 winner and in `data/seed/dropped.json`). Then the diversified selection below. Output `data/seed/selected.json` (+ a reserve of
55 boost candidates per top-level industry). 70 boost candidates per top-level industry).
56 3. **details** — five light queries per batch of 100 QIDs (labels/description/aliases via the label service; inception/coordinates/ 71 3. **details** — five light queries per batch of 100 QIDs (labels/description/aliases via the label service; inception/coordinates/
57− LEI/CIK/logo; HQ + parent with end-time qualifiers; legal names + industry labels; tickers/exchanges + employee observations). 72+ LEI/CIK/logo; HQ + parent with end-time qualifiers; legal names + industry labels; tickers/exchanges + employee observations), then
73+ the full **P31 class list** of every item (300 QIDs per query) for the non-company exclusion below.
58 A `GROUP BY` with many `SAMPLE()` aggregates makes Blazegraph throw `StackOverflowError`, hence plain queries reduced in Python. 74 A `GROUP BY` with many `SAMPLE()` aggregates makes Blazegraph throw `StackOverflowError`, hence plain queries reduced in Python.
59 Output `data/seed/details.json` (incremental). 75 Output `data/seed/details.json` (incremental).
60−4. **assemble** — industry mapping, importance, tiers, parent/domain conflicts, per-region NDJSON + README. 76+4. **assemble** — **non-company exclusion**, industry mapping, importance, tiers, parent/domain conflicts, per-region NDJSON + README
77+ (tables + the harvest report rendered from `data/seed/harvest-stats.json`, which every stage updates).
78+
79+### Non-company exclusion (assemble)
80+
81+Wikidata's company classes also carry museums, universities, charities, football clubs or YouTube channels (an item may be `business`
82+*and* `museum`). An item is dropped, and counted in the README harvest report, when:
83+
84+* one of its P31 classes is in `NON_COMPANY_CLASSES` (`scripts/seed_wikidata.py`): museums / libraries / archives, universities / schools /
85+ colleges, government agencies / ministries, NGOs / charities / foundations / nonprofits / associations / think tanks, religious
86+ organisations, political parties, labor unions, hospitals, sports clubs and teams, YouTube channels — **unless it has a current
87+ stock-exchange listing or a ticker** (listed clubs such as Manchester United or Juventus, listed hospital groups stay);
88+* or its description matches `museum|university|school|ministry|agency|charity|foundation|association|club|church|channel` without a
89+ company word (`company, manufacturer, retailer, bank, chain, brand, … advertising/travel/news/… agency`) **and** it has no ticker, exchange,
90+ employee count or revenue.
91+
92+The dropped items are listed in `data/seed/dropped.json` with their reason (`non_company_class:<QID>` / `non_company_description`).
93+Because the rule runs after selection, select slightly above the goal (`--target 31500` for 30,000) and check the assembled count.
61 94
62 Gotchas learnt on the endpoint: a query that runs past 60 s may come back as **HTTP 200 with a truncated JSON body followed by a Java 95 Gotchas learnt on the endpoint: a query that runs past 60 s may come back as **HTTP 200 with a truncated JSON body followed by a Java
63 stack trace** (the gateway even caches it) — the client treats an unparsable body as a timeout; some literals contain raw control 96 stack trace** (the gateway even caches it) — the client treats an unparsable body as a timeout; some literals contain raw control
@@ -66,12 +99,16 @@ thousands of bindings is what pushes a scan over the limit (fetch as OPTIONAL an
66 99
67 ## Selection and diversification rules 100 ## Selection and diversification rules
68 101
69−Candidates are ordered by sitelinks (desc) and selected until `--target` (8,000) with: 102+Candidates are ordered by sitelinks (desc) and selected until `--target` (30,000) in passes — country minimums, then **every currently
103+listed company**, then the rest by sitelinks ≥ 3, then (only if the target is still short) sitelinks ≥ 2 — with:
70 104
71−* **Caps** — United States ≤ 40 % of the target, any other country ≤ 12 %, unknown country ≤ 3 %; narrow Wikidata classes that are 105+* **Eligibility** — listed companies and large companies (employees / revenue bands) qualify at any sitelink count (many small caps on
106+ the Indonesian, Thai, Malaysian or Japanese exchanges have no Wikipedia article at all); class-band and boost candidates need ≥ 3
107+ (≥ 2 in the fallback pass).
108+* **Caps** — United States ≤ 35 % of the target, any other country ≤ 12 %, unknown country ≤ 3 %; narrow Wikidata classes that are
72 over-represented among high-sitelink items are capped too (airlines 5 %, video-game developers 4 %, record labels / publishers / 109 over-represented among high-sitelink items are capped too (airlines 5 %, video-game developers 4 %, record labels / publishers /
73 film production / railway companies 3 %, shipyards / breweries / book and game publishers 2 %). 110 film production / railway companies 3 %, shipyards / breweries / book and game publishers 2 %).
74−* **Minimum coverage** (taken first, best-ranked companies of that country, sitelinks ≥ 2): ≥ 150 for CA, GB, DE, FR, JP, KR, IN, AU; 111+* **Minimum coverage** (taken first, best-ranked companies of that country): ≥ 150 for CA, GB, DE, FR, JP, KR, IN, AU;
75 ≥ 60 for BR, MX, AE, SA, ZA, NG, SG, ID, NL, SE, CH, ES, IT, CN, TW, HK — when Wikidata has that many companies with a website. 112 ≥ 60 for BR, MX, AE, SA, ZA, NG, SG, ID, NL, SE, CH, ES, IT, CN, TW, HK — when Wikidata has that many companies with a website.
76 * **Industry floor** — every top-level industry gets ≥ 60 companies where the data allows, topped up from the industry-boost reserve. 113 * **Industry floor** — every top-level industry gets ≥ 60 companies where the data allows, topped up from the industry-boost reserve.
77 * **One company per registrable domain**; a subsidiary that shares its parent's domain is dropped (the parent keeps it). 114 * **One company per registrable domain**; a subsidiary that shares its parent's domain is dropped (the parent keeps it).
@@ -85,10 +122,13 @@ caps (with a small tolerance for the industry top-up), the minimums for the larg
85 s_sitelinks = min(1, ln(1 + sitelinks) / ln(1 + 300)) # 300 sitelinks ≈ the most-linked companies 122 s_sitelinks = min(1, ln(1 + sitelinks) / ln(1 + 300)) # 300 sitelinks ≈ the most-linked companies
86 s_employees = min(1, log10(1 + employees) / 6) # 1,000,000 employees → 1 123 s_employees = min(1, log10(1 + employees) / 6) # 1,000,000 employees → 1
87 importance = 0.6·s_sitelinks + 0.2·s_employees + 0.1·public_company + 0.1·has_ticker (clamped to 0.02–1) 124 importance = 0.6·s_sitelinks + 0.2·s_employees + 0.1·public_company + 0.1·has_ticker (clamped to 0.02–1)
88−tier = rank by importance: 1–150 → 1 (global) · 151–950 → 2 (major) · 951–3450 → 3 (notable) · rest → 4 (long tail) 125+tier = quantile of the importance rank: top 1 % → 1 (global, ≈ 300 at 30 k) · next 6.67 % → 2 (major, ≈ 2,000) ·
126+ next 26.67 % → 3 (notable, ≈ 8,000) · rest → 4 (long tail) (TIER_SHARES in scripts/seed_wikidata.py)
89 ``` 127 ```
90 128
91−Importance drives crawl priority only (spec §113); it is refreshed on every `catlas seed`, nothing else about an existing row is. 129+`public_company` is true for the *public company* class, for any current stock-exchange listing (P414 without an end time) and for any
130+ticker; a listing without a ticker qualifier keeps the exchange with `ticker = null`. Importance drives crawl priority only (spec §113);
131+it is refreshed on every `catlas seed`, nothing else about an existing row is.
92 132
93 ## NDJSON schema (one object per line) 133 ## NDJSON schema (one object per line)
94 134
@@ -139,28 +179,49 @@ least `website`; run `pytest tests/test_registry_files.py` (validity, no duplica
139 179
140 `test_seed_loader.py` needs the local database (`catlas migrate`); it seeds a fixture twice under `ztest-` slugs and cleans up after itself. 180 `test_seed_loader.py` needs the local database (`catlas migrate`); it seeds a fixture twice under `ztest-` slugs and cleans up after itself.
141 181
142−## Harvest of 2026-09-12 (current registry) 182+## Harvest of 2026-09-13 (current registry, 30 k scale-up)
143− 183+
144−* 24,448 candidates from 30 classes + boosts; 2,402 excluded as dissolved (P576); 8,086 companies assembled (target 8,000 + industry 184+* **51,286 candidates** with a website from 44 P31 classes × sitelink bands ≥ 3 (39,684 first seen there), 250 stock exchanges scanned in
145− top-up); 2,637 public, 2,323 with a ticker, 1,121 with a SEC CIK after EDGAR (242 new matches, 321 rows enriched, 29 industries from SIC). 185+ 13 P414 queries (13,541 currently listed items; 7,664 first seen there), employees ≥ 500 / revenue bands per class (1,723 + 1,748),
146−* Country caps respected (US 22.4 %, next Japan 7.4 %); all 150-minimums met (CA 191, GB 536, DE 557, FR 175, JP 602, KR 156, IN 152, 186+ industry boosts 354, country boosts 103. 854 live SPARQL queries + 418 cached, 5,306 s (≈ 1 h 30, including ~10 min of `429`
147− AU 154); 60-minimums met except BR 59, MX 59, ID 58 (one or two companies short after dissolution/domain de-duplication); 187+ back-off); the whole candidate stage is now cached, so a re-run costs only the new detail batches.
148− every top-level industry ≥ 60. 257 companies (3.2 %) have no country on Wikidata; 384 (4.7 %) have no industry mapping. 188+* Exclusions: 3,580 dissolved (P576 / P582); 89 generic / invalid websites; 1,639 duplicate registrable domains (1,458 winners carry a
149−* Country-first boosts for AU and MX were cut by the endpoint's time limit (tolerated); KR/GB/DE/FR/JP/CA/IN never needed one. 189+ `related_domain_conflict` note); **652 non-companies** removed at assemble (515 by P31 class — 170 nonprofit organisations, 40 government
150−* `catlas seed` on the local DB: 8,075 new + 11 matched to companies the crawl agent had already created; 20,777 aliases, 2,582 190+ agencies, 30 universities, 27 museums, 20 learned societies, …; 137 by description).
151− PARENT_OF/SUBSIDIARY_OF rows, 8,075 `discover` jobs; second run 0 new. About 18 s per run. 191+* Selection: target 33,000 (a margin for the non-company rule) in passes — country minimums 2,160, **11,964 listed companies**, 18,876 by
192+ sitelinks ≥ 3 (the ≥ 2 fallback was not needed) → **32,368 companies** assembled, 13,209 public (40.8 %), 12,781 with an exchange,
193+ 10,969 with a ticker, 4,364 with an employee count; 206 countries. Sitelink profile: 17,402 ≥ 5, 8,048 at 3–4, 1,323 at 2, 5,595 at
194+ 0–1 (listed / large companies without a Wikipedia article).
195+* Caps respected (US 26.5 %, next Japan 10.4 %, Germany 7.1 %); every country minimum met (JP 3,382, DE 2,310, GB 1,548, CN 1,374,
196+ KR 846, CA 723, …); every top-level industry ≥ 60 without any top-up. 990 companies (3.1 %) have no country on Wikidata;
197+ 5,294 (16.4 %) have no industry mapping before EDGAR (see Known gaps).
198+* Tiers (quantiles): 324 / 2,159 / 8,633 / 21,252.
199+* Exchanges with the most companies: Tokyo 1,956, Nasdaq 1,569, NYSE 1,562, Bursa Malaysia 780, Indonesia 630, Hong Kong 620,
200+ Tel Aviv 532, London 477, Korea Exchange 368.
201+* EDGAR: 920 companies newly matched to a CIK, 2,543 already had one → 3,463 with a SEC CIK (6,130 with an LEI); 1,319 rows enriched,
202+ 202 industries from SIC (5,092 = 15.7 % still without an industry mapping), 816 submissions read (~9 min). After EDGAR: 13,311 public
203+ (41.1 %), 12,892 with an exchange, 11,120 with a ticker.
204+* `catlas seed` on the local DB: 24,871 new companies (`pending`, one `discover` job each) + 7,497 matched to rows of the 2026-09-12
205+ seed by `wikidata_id` / domain; 69,882 aliases, 32,368 primary domains, 4,644 PARENT_OF / SUBSIDIARY_OF rows; second run 0 new,
206+ 32,368 updated (importance / tier / provenance only). About 18 s per run. The 589 rows of the previous seed that are no longer in the
207+ registry (mislabelled classes, non-company rule) stay in the database untouched — the loader never deletes.
152 208
153 ## Known gaps 209 ## Known gaps
154 210
155 Structural limits: 211 Structural limits:
156 212
157−* Coverage follows Wikidata: companies without an official website there are absent; a few small markets end up one or two short of 213+* Coverage follows Wikidata: companies without an official website there are absent; country-first boost queries for larger countries
158− their 60 minimum; country-first boost queries for larger countries time out on the endpoint (they only matter below 5 sitelinks). 214+ time out on the endpoint (they no longer matter: every minimum is met from the bands).
159−* Industry slugs come from P452 labels and, failing that, the boost query / description keywords; ~5 % of companies have none 215+* Industry slugs come from P452 labels and, failing that, the boost query / description / class keywords; **~16 % of companies have
160− (the LLM `classify_industry` job and the crawl fill them later). The class mix over-represents media/entertainment and transport 216+ none** — almost all of them listed small caps (Tokyo, Bursa Malaysia, Korea Exchange, Tel Aviv, Shenzhen …) whose Wikidata item has no
161− even after the class caps (Wikidata has many well-linked airlines, labels, publishers and game studios). 217+ P452 and a bare "public company" description; the LLM `classify_industry` job and the crawl fill them later. Only ~360 carry a P452
162−* EDGAR only fills what is missing; ~1,800 US companies but only ~1,100 CIKs because name matching is exact on the normalised name 218+ label the taxonomy does not know (`registry/industries.yaml` keywords were extended for the commonest ones on 2026-09-13).
163− (no fuzzy guessing, spec §6 "do not merge on similar names"). 219+* ~5,600 companies have 0–1 sitelinks (no Wikipedia article): names may be the Wikidata label in the local script or, when the item has
220+ no English label at all, the registrable domain (e.g. `sinoair.com`); discovery and the crawl replace those with the site's own name.
221+* The non-company exclusion is a class + description heuristic: a listed sports club or a company whose item carries a stray nonprofit
222+ class is kept when it has a listing / ticker; unlisted cooperatives typed only as `nonprofit organization` are dropped.
223+* EDGAR only fills what is missing; name matching is exact on the normalised name (no fuzzy guessing, spec §6 "do not merge on similar
224+ names"), so a large share of the ~8,500 US companies keep no CIK.
164 * `assemble` regenerates the NDJSON from the Wikidata cache and therefore drops EDGAR fields — always run `seed_edgar.py` after it. 225 * `assemble` regenerates the NDJSON from the Wikidata cache and therefore drops EDGAR fields — always run `seed_edgar.py` after it.
165 * `hq_region` is the P131 parent of the HQ item and is sometimes the country itself. 226 * `hq_region` is the P131 parent of the HQ item and is sometimes the country itself.
166 * Websites are forced to `https://`; discovery handles redirects and http-only fallbacks. 227 * Websites are forced to `https://`; discovery handles redirects and http-only fallbacks.
modified registry/companies/README.md +342 −255
@@ -1,291 +1,378 @@
1 # Seed registry — Wikidata harvest 1 # Seed registry — Wikidata harvest
2 2
3−Generated by `scripts/seed_wikidata.py` on 2026-09-12T09:34:00+00:00. **8086 companies**, 2600 public, 413 without an industry mapping, 157 countries. 3+Generated by `scripts/seed_wikidata.py` on 2026-09-13T07:17:29+00:00. **32368 companies**, 13209 public (40.8 %), 12781 with a stock exchange, 10969 with a ticker, 4364 with an employee count, 5294 without an industry mapping (16.4 %), 206 countries.
4 4
5−Files: one NDJSON per UN region (`wikidata-<region>.ndjson`), one JSON object per line — see `docs/SEEDS.md` for the schema, the diversification rules and how to add companies. 5+Files: one NDJSON per UN region (`wikidata-<region>.ndjson`), one JSON object per line — see `docs/SEEDS.md` for the schema, the diversification rules and how to add companies. `scripts/seed_edgar.py` rewrites the files in place with SEC data; run it after every `assemble`.
6 6
7 ## Tiers 7 ## Tiers
8 8
9 | Tier | Companies | 9 | Tier | Companies |
10 |---|---| 10 |---|---|
11−| 1 (global) | 150 | 11+| 1 (global) | 324 |
12−| 2 (major) | 800 | 12+| 2 (major) | 2159 |
13−| 3 (notable) | 2500 | 13+| 3 (notable) | 8633 |
14−| 4 (long tail) | 4636 | 14+| 4 (long tail) | 21252 |
15 15
16 ## Regions 16 ## Regions
17 17
18 | Region | Companies | 18 | Region | Companies |
19 |---|---| 19 |---|---|
20−| Europe | 3276 | 20+| Europe | 11795 |
21−| Americas | 2193 | 21+| Asia | 10334 |
22−| Asia | 1998 | 22+| Americas | 8032 |
23−| other | 257 | 23+| other | 990 |
24−| Africa | 192 | 24+| Africa | 641 |
25−| Oceania | 170 | 25+| Oceania | 576 |
26 26
27 ## Countries 27 ## Countries
28 28
29 | Code | Country | Companies | Share | 29 | Code | Country | Companies | Share |
30 |---|---|---|---| 30 |---|---|---|---|
31−| US | United States | 1809 | 22.4 % | 31+| US | United States | 6285 | 19.4 % |
32−| JP | Japan | 602 | 7.4 % | 32+| JP | Japan | 3382 | 10.4 % |
33−| DE | Germany | 557 | 6.9 % | 33+| DE | Germany | 2310 | 7.1 % |
34−| GB | United Kingdom | 536 | 6.6 % | 34+| GB | United Kingdom | 1548 | 4.8 % |
35−| CN | China | 308 | 3.8 % | 35+| CN | China | 1374 | 4.2 % |
36−| ?? | unknown | 257 | 3.2 % | 36+| ?? | unknown | 990 | 3.1 % |
37−| IT | Italy | 238 | 2.9 % | 37+| MY | Malaysia | 869 | 2.7 % |
38−| CH | Switzerland | 206 | 2.5 % | 38+| KR | South Korea | 846 | 2.6 % |
39−| RU | Russia | 206 | 2.5 % | 39+| IT | Italy | 844 | 2.6 % |
40−| CA | Canada | 191 | 2.4 % | 40+| RU | Russia | 751 | 2.3 % |
41−| FR | France | 175 | 2.2 % | 41+| ID | Indonesia | 731 | 2.3 % |
42−| SE | Sweden | 160 | 2.0 % | 42+| CA | Canada | 723 | 2.2 % |
43−| KR | South Korea | 156 | 1.9 % | 43+| IL | Israel | 696 | 2.2 % |
44−| AU | Australia | 154 | 1.9 % | 44+| ES | Spain | 551 | 1.7 % |
45−| IN | India | 152 | 1.9 % | 45+| CH | Switzerland | 545 | 1.7 % |
46−| ES | Spain | 132 | 1.6 % | 46+| FR | France | 533 | 1.6 % |
47−| NL | Netherlands | 117 | 1.4 % | 47+| SE | Sweden | 495 | 1.5 % |
48−| TW | Taiwan | 96 | 1.2 % | 48+| AU | Australia | 473 | 1.5 % |
49−| FI | Finland | 89 | 1.1 % | 49+| NL | Netherlands | 441 | 1.4 % |
50−| AT | Austria | 86 | 1.1 % | 50+| IN | India | 436 | 1.3 % |
51−| CZ | Czechia | 86 | 1.1 % | 51+| PL | Poland | 423 | 1.3 % |
52−| DK | Denmark | 80 | 1.0 % | 52+| NO | Norway | 391 | 1.2 % |
53−| IL | Israel | 75 | 0.9 % | 53+| BR | Brazil | 388 | 1.2 % |
54−| PL | Poland | 68 | 0.8 % | 54+| TW | Taiwan | 326 | 1.0 % |
55−| NO | Norway | 61 | 0.8 % | 55+| FI | Finland | 300 | 0.9 % |
56−| SG | Singapore | 61 | 0.8 % | 56+| AT | Austria | 284 | 0.9 % |
57−| ZA | South Africa | 61 | 0.8 % | 57+| DK | Denmark | 283 | 0.9 % |
58−| AE | United Arab Emirates | 61 | 0.8 % | 58+| BE | Belgium | 280 | 0.9 % |
59−| SA | Saudi Arabia | 60 | 0.7 % | 59+| UA | Ukraine | 252 | 0.8 % |
60−| HK | Hong Kong | 60 | 0.7 % | 60+| CZ | Czechia | 208 | 0.6 % |
61−| NG | Nigeria | 60 | 0.7 % | 61+| TR | Türkiye | 185 | 0.6 % |
62−| MX | Mexico | 59 | 0.7 % | 62+| SA | Saudi Arabia | 181 | 0.6 % |
63−| BR | Brazil | 59 | 0.7 % | 63+| TH | Thailand | 130 | 0.4 % |
64−| ID | Indonesia | 58 | 0.7 % | 64+| NP | Nepal | 127 | 0.4 % |
65−| TR | Türkiye | 57 | 0.7 % | 65+| MX | Mexico | 126 | 0.4 % |
66−| BE | Belgium | 55 | 0.7 % | 66+| IR | Iran | 113 | 0.3 % |
67−| UA | Ukraine | 50 | 0.6 % | 67+| RO | Romania | 111 | 0.3 % |
68−| MY | Malaysia | 36 | 0.4 % | 68+| BY | Belarus | 111 | 0.3 % |
69−| IE | Ireland | 35 | 0.4 % | 69+| AR | Argentina | 111 | 0.3 % |
70−| PT | Portugal | 32 | 0.4 % | 70+| ZA | South Africa | 108 | 0.3 % |
71−| TH | Thailand | 30 | 0.4 % | 71+| PT | Portugal | 104 | 0.3 % |
72−| HR | Croatia | 30 | 0.4 % | 72+| IE | Ireland | 94 | 0.3 % |
73−| GR | Greece | 26 | 0.3 % | 73+| CL | Chile | 92 | 0.3 % |
74−| HU | Hungary | 23 | 0.3 % | 74+| GR | Greece | 89 | 0.3 % |
75−| BY | Belarus | 22 | 0.3 % | 75+| PH | Philippines | 84 | 0.3 % |
76−| IR | Iran | 21 | 0.3 % | 76+| NZ | New Zealand | 81 | 0.3 % |
77−| RS | Serbia | 19 | 0.2 % | 77+| SG | Singapore | 78 | 0.2 % |
78−| RO | Romania | 19 | 0.2 % | 78+| EE | Estonia | 78 | 0.2 % |
79−| EE | Estonia | 19 | 0.2 % | 79+| AE | United Arab Emirates | 77 | 0.2 % |
80−| VN | Vietnam | 19 | 0.2 % | 80+| HK | Hong Kong | 77 | 0.2 % |
81−| SI | Slovenia | 18 | 0.2 % | 81+| HR | Croatia | 72 | 0.2 % |
82−| LU | Luxembourg | 17 | 0.2 % | 82+| HU | Hungary | 72 | 0.2 % |
83−| PH | Philippines | 17 | 0.2 % | 83+| LT | Lithuania | 69 | 0.2 % |
84−| LV | Latvia | 17 | 0.2 % | 84+| NG | Nigeria | 67 | 0.2 % |
85−| LT | Lithuania | 16 | 0.2 % | 85+| LV | Latvia | 65 | 0.2 % |
86−| KZ | Kazakhstan | 15 | 0.2 % | 86+| PK | Pakistan | 62 | 0.2 % |
87−| AR | Argentina | 14 | 0.2 % | 87+| EG | Egypt | 61 | 0.2 % |
88−| SK | Slovakia | 14 | 0.2 % | 88+| LU | Luxembourg | 59 | 0.2 % |
89−| AZ | Azerbaijan | 12 | 0.1 % | 89+| RS | Serbia | 59 | 0.2 % |
90−| NZ | New Zealand | 11 | 0.1 % | 90+| SK | Slovakia | 57 | 0.2 % |
91−| EG | Egypt | 11 | 0.1 % | 91+| CO | Colombia | 53 | 0.2 % |
92−| IS | Iceland | 11 | 0.1 % | 92+| SI | Slovenia | 48 | 0.1 % |
93−| CL | Chile | 10 | 0.1 % | 93+| VN | Vietnam | 47 | 0.1 % |
94−| CO | Colombia | 9 | 0.1 % | 94+| KZ | Kazakhstan | 45 | 0.1 % |
95−| CY | Cyprus | 9 | 0.1 % | 95+| BG | Bulgaria | 45 | 0.1 % |
96−| BG | Bulgaria | 9 | 0.1 % | 96+| MA | Morocco | 45 | 0.1 % |
97−| BM | Bermuda | 8 | 0.1 % | 97+| VE | Venezuela | 45 | 0.1 % |
98−| QA | Qatar | 8 | 0.1 % | 98+| AZ | Azerbaijan | 44 | 0.1 % |
99−| GE | Georgia | 8 | 0.1 % | 99+| LK | Sri Lanka | 43 | 0.1 % |
100−| MA | Morocco | 8 | 0.1 % | 100+| IS | Iceland | 38 | 0.1 % |
101−| MD | Moldova | 7 | 0.1 % | 101+| TN | Tunisia | 36 | 0.1 % |
102−| KW | Kuwait | 7 | 0.1 % | 102+| BD | Bangladesh | 35 | 0.1 % |
103−| AF | Afghanistan | 7 | 0.1 % | 103+| UZ | Uzbekistan | 34 | 0.1 % |
104−| BA | Bosnia and Herzegovina | 7 | 0.1 % | 104+| AM | Armenia | 33 | 0.1 % |
105−| FO | Faroe Islands | 6 | 0.1 % | 105+| PE | Peru | 31 | 0.1 % |
106−| GL | Greenland | 6 | 0.1 % | 106+| DZ | Algeria | 29 | 0.1 % |
107−| DZ | Algeria | 6 | 0.1 % | 107+| MD | Moldova | 27 | 0.1 % |
108−| PK | Pakistan | 6 | 0.1 % | 108+| MT | Malta | 26 | 0.1 % |
109−| LI | Liechtenstein | 5 | 0.1 % | 109+| KE | Kenya | 25 | 0.1 % |
110−| UZ | Uzbekistan | 5 | 0.1 % | 110+| BM | Bermuda | 24 | 0.1 % |
111−| LK | Sri Lanka | 5 | 0.1 % | 111+| AL | Albania | 23 | 0.1 % |
112−| MT | Malta | 5 | 0.1 % | 112+| CY | Cyprus | 22 | 0.1 % |
113−| AL | Albania | 5 | 0.1 % | 113+| QA | Qatar | 22 | 0.1 % |
114−| TN | Tunisia | 5 | 0.1 % | 114+| GE | Georgia | 20 | 0.1 % |
115−| VE | Venezuela | 5 | 0.1 % | 115+| JO | Jordan | 20 | 0.1 % |
116−| AM | Armenia | 4 | 0.0 % | 116+| GH | Ghana | 20 | 0.1 % |
117−| BD | Bangladesh | 4 | 0.0 % | 117+| BA | Bosnia and Herzegovina | 20 | 0.1 % |
118−| JO | Jordan | 4 | 0.0 % | 118+| SY | Syria | 19 | 0.1 % |
119−| OM | Oman | 4 | 0.0 % | 119+| KW | Kuwait | 19 | 0.1 % |
120−| IQ | Iraq | 4 | 0.0 % | 120+| LY | Libya | 17 | 0.1 % |
121−| NP | Nepal | 4 | 0.0 % | 121+| BO | Bolivia | 16 | 0.0 % |
122−| CU | Cuba | 4 | 0.0 % | 122+| BH | Bahrain | 16 | 0.0 % |
123+| CD | DR Congo | 16 | 0.0 % |
124+| UG | Uganda | 16 | 0.0 % |
125+| AO | Angola | 15 | 0.0 % |
126+| UY | Uruguay | 15 | 0.0 % |
127+| MN | Mongolia | 15 | 0.0 % |
128+| ME | Montenegro | 14 | 0.0 % |
129+| TZ | Tanzania | 14 | 0.0 % |
130+| DO | Dominican Republic | 14 | 0.0 % |
131+| IQ | Iraq | 13 | 0.0 % |
132+| SD | Sudan | 13 | 0.0 % |
133+| CM | Cameroon | 13 | 0.0 % |
134+| KY | Cayman Islands | 12 | 0.0 % |
135+| LB | Lebanon | 12 | 0.0 % |
136+| NA | Namibia | 12 | 0.0 % |
137+| KH | Cambodia | 12 | 0.0 % |
138+| FO | Faroe Islands | 11 | 0.0 % |
139+| GL | Greenland | 11 | 0.0 % |
140+| MM | Myanmar | 11 | 0.0 % |
141+| OM | Oman | 10 | 0.0 % |
142+| AF | Afghanistan | 10 | 0.0 % |
143+| JE | Jersey | 8 | 0.0 % |
144+| LI | Liechtenstein | 8 | 0.0 % |
145+| MK | North Macedonia | 8 | 0.0 % |
146+| CV | Cabo Verde | 8 | 0.0 % |
147+| PS | Palestine | 8 | 0.0 % |
148+| GA | Gabon | 8 | 0.0 % |
149+| TM | Turkmenistan | 7 | 0.0 % |
150+| XK | Kosovo | 7 | 0.0 % |
151+| RW | Rwanda | 7 | 0.0 % |
152+| TJ | Tajikistan | 7 | 0.0 % |
153+| BW | Botswana | 7 | 0.0 % |
154+| NE | Niger | 7 | 0.0 % |
155+| CR | Costa Rica | 7 | 0.0 % |
156+| KP | North Korea | 6 | 0.0 % |
157+| ET | Ethiopia | 6 | 0.0 % |
158+| JM | Jamaica | 6 | 0.0 % |
159+| CU | Cuba | 6 | 0.0 % |
160+| MZ | Mozambique | 6 | 0.0 % |
161+| GG | Guernsey | 6 | 0.0 % |
162+| SR | Suriname | 6 | 0.0 % |
163+| SO | Somalia | 6 | 0.0 % |
164+| MV | Maldives | 6 | 0.0 % |
165+| HT | Haiti | 6 | 0.0 % |
166+| MC | Monaco | 6 | 0.0 % |
167+| EC | Ecuador | 6 | 0.0 % |
168+| SM | San Marino | 6 | 0.0 % |
169+| CW | Curaçao | 5 | 0.0 % |
170+| ZW | Zimbabwe | 5 | 0.0 % |
171+| TT | Trinidad and Tobago | 5 | 0.0 % |
172+| BS | Bahamas | 5 | 0.0 % |
173+| ZM | Zambia | 5 | 0.0 % |
174+| GQ | Equatorial Guinea | 5 | 0.0 % |
175+| ML | Mali | 5 | 0.0 % |
176+| HN | Honduras | 5 | 0.0 % |
177+| IM | Isle of Man | 4 | 0.0 % |
178+| PA | Panama | 4 | 0.0 % |
179+| SC | Seychelles | 4 | 0.0 % |
180+| VA | Vatican City | 4 | 0.0 % |
181+| MU | Mauritius | 4 | 0.0 % |
182+| BN | Brunei | 4 | 0.0 % |
183+| FJ | Fiji | 4 | 0.0 % |
184+| MG | Madagascar | 4 | 0.0 % |
185+| LA | Laos | 4 | 0.0 % |
186+| BT | Bhutan | 4 | 0.0 % |
187+| AD | Andorra | 4 | 0.0 % |
188+| CI | Côte d'Ivoire | 4 | 0.0 % |
189+| MR | Mauritania | 4 | 0.0 % |
190+| CG | Republic of the Congo | 4 | 0.0 % |
191+| KG | Kyrgyzstan | 4 | 0.0 % |
192+| SN | Senegal | 4 | 0.0 % |
193+| GT | Guatemala | 4 | 0.0 % |
194+| TL | Timor-Leste | 4 | 0.0 % |
195+| BJ | Benin | 4 | 0.0 % |
123 | GI | Gibraltar | 3 | 0.0 % | 196 | GI | Gibraltar | 3 | 0.0 % |
124−| SY | Syria | 3 | 0.0 % | 197+| TG | Togo | 3 | 0.0 % |
125−| KY | Cayman Islands | 3 | 0.0 % | 198+| PG | Papua New Guinea | 3 | 0.0 % |
126−| JM | Jamaica | 3 | 0.0 % | 199+| YE | Yemen | 3 | 0.0 % |
127−| KE | Kenya | 3 | 0.0 % | 200+| DJ | Djibouti | 3 | 0.0 % |
128−| CD | DR Congo | 3 | 0.0 % | 201+| MH | Marshall Islands | 3 | 0.0 % |
129−| LY | Libya | 3 | 0.0 % | 202+| WS | Samoa | 3 | 0.0 % |
130−| TZ | Tanzania | 3 | 0.0 % | 203+| BZ | Belize | 3 | 0.0 % |
131−| MN | Mongolia | 3 | 0.0 % | 204+| MW | Malawi | 3 | 0.0 % |
132−| SC | Seychelles | 2 | 0.0 % | 205+| AW | Aruba | 3 | 0.0 % |
133−| AO | Angola | 2 | 0.0 % | 206+| ER | Eritrea | 2 | 0.0 % |
134−| MK | North Macedonia | 2 | 0.0 % | 207+| KI | Kiribati | 2 | 0.0 % |
135−| KP | North Korea | 2 | 0.0 % | 208+| ST | Sao Tome and Principe | 2 | 0.0 % |
136−| ET | Ethiopia | 2 | 0.0 % | 209+| KM | Comoros | 2 | 0.0 % |
137−| BH | Bahrain | 2 | 0.0 % | 210+| TO | Tonga | 2 | 0.0 % |
138−| TM | Turkmenistan | 2 | 0.0 % | 211+| NI | Nicaragua | 2 | 0.0 % |
139−| VA | Vatican City | 2 | 0.0 % | 212+| SZ | Eswatini | 2 | 0.0 % |
140−| BT | Bhutan | 2 | 0.0 % | 213+| BI | Burundi | 2 | 0.0 % |
141−| ZW | Zimbabwe | 2 | 0.0 % | 214+| VC | Saint Vincent and the Grenadines | 2 | 0.0 % |
142−| NA | Namibia | 2 | 0.0 % | 215+| PR | Puerto Rico | 2 | 0.0 % |
143−| TJ | Tajikistan | 2 | 0.0 % | 216+| PY | Paraguay | 2 | 0.0 % |
144−| MZ | Mozambique | 2 | 0.0 % | 217+| GM | Gambia | 2 | 0.0 % |
145−| BW | Botswana | 2 | 0.0 % |
146−| CV | Cabo Verde | 2 | 0.0 % |
147−| BS | Bahamas | 2 | 0.0 % |
148−| EC | Ecuador | 2 | 0.0 % |
149−| JE | Jersey | 1 | 0.0 % |
150−| IM | Isle of Man | 1 | 0.0 % |
151−| PA | Panama | 1 | 0.0 % |
152 | AG | Antigua and Barbuda | 1 | 0.0 % | 218 | AG | Antigua and Barbuda | 1 | 0.0 % |
153−| CW | Curaçao | 1 | 0.0 % |
154−| TG | Togo | 1 | 0.0 % |
155 | NR | Nauru | 1 | 0.0 % | 219 | NR | Nauru | 1 | 0.0 % |
156−| MU | Mauritius | 1 | 0.0 % |
157−| LB | Lebanon | 1 | 0.0 % |
158−| BN | Brunei | 1 | 0.0 % |
159−| FJ | Fiji | 1 | 0.0 % |
160−| ME | Montenegro | 1 | 0.0 % |
161−| MG | Madagascar | 1 | 0.0 % |
162−| LA | Laos | 1 | 0.0 % |
163−| PG | Papua New Guinea | 1 | 0.0 % |
164−| XK | Kosovo | 1 | 0.0 % |
165−| RW | Rwanda | 1 | 0.0 % |
166−| YE | Yemen | 1 | 0.0 % |
167−| SD | Sudan | 1 | 0.0 % |
168−| KH | Cambodia | 1 | 0.0 % |
169 | BF | Burkina Faso | 1 | 0.0 % | 220 | BF | Burkina Faso | 1 | 0.0 % |
170−| DJ | Djibouti | 1 | 0.0 % | 221+| MO | Macao | 1 | 0.0 % |
171−| CM | Cameroon | 1 | 0.0 % |
172 | VU | Vanuatu | 1 | 0.0 % | 222 | VU | Vanuatu | 1 | 0.0 % |
173−| TT | Trinidad and Tobago | 1 | 0.0 % |
174 | CK | Cook Islands | 1 | 0.0 % | 223 | CK | Cook Islands | 1 | 0.0 % |
175−| SR | Suriname | 1 | 0.0 % | 224+| SB | Solomon Islands | 1 | 0.0 % |
176−| SO | Somalia | 1 | 0.0 % | 225+| SX | Sint Maarten | 1 | 0.0 % |
177−| ER | Eritrea | 1 | 0.0 % | 226+| TC | Turks and Caicos Islands | 1 | 0.0 % |
178−| HT | Haiti | 1 | 0.0 % | 227+| PW | Palau | 1 | 0.0 % |
179−| PE | Peru | 1 | 0.0 % | 228+| CF | Central African Republic | 1 | 0.0 % |
180−| PS | Palestine | 1 | 0.0 % | 229+| GY | Guyana | 1 | 0.0 % |
181−| SM | San Marino | 1 | 0.0 % | 230+| FK | Falkland Islands | 1 | 0.0 % |
182−| KG | Kyrgyzstan | 1 | 0.0 % | 231+| BB | Barbados | 1 | 0.0 % |
183−| UG | Uganda | 1 | 0.0 % | 232+| SL | Sierra Leone | 1 | 0.0 % |
184−| BO | Bolivia | 1 | 0.0 % | 233+| SH | Saint Helena | 1 | 0.0 % |
185−| MW | Malawi | 1 | 0.0 % | 234+| GN | Guinea | 1 | 0.0 % |
186−| GH | Ghana | 1 | 0.0 % | 235+| GW | Guinea-Bissau | 1 | 0.0 % |
187−| GT | Guatemala | 1 | 0.0 % | 236+| SV | El Salvador | 1 | 0.0 % |
237+
238+## Stock exchanges (primary listing kept per company)
239+
240+| Exchange | Companies |
241+|---|---|
242+| Tokyo Stock Exchange | 1956 |
243+| Nasdaq | 1569 |
244+| New York Stock Exchange | 1562 |
245+| Bursa Malaysia | 780 |
246+| Indonesia Stock Exchange | 630 |
247+| Hong Kong Stock Exchange | 620 |
248+| Tel Aviv Stock Exchange | 532 |
249+| London Stock Exchange | 477 |
250+| Korea Exchange (Stock Market) | 368 |
251+| Australian Securities Exchange | 294 |
252+| Toronto Stock Exchange | 288 |
253+| Shenzhen Stock Exchange | 276 |
254+| Shanghai Stock Exchange | 275 |
255+| Warsaw Stock Exchange | 234 |
256+| OTC Markets Group | 222 |
257+| São Paulo Stock Exchange | 220 |
258+| National Stock Exchange of India | 162 |
259+| Saudi Stock Exchange | 152 |
260+| Korean Stock Exchange | 141 |
261+| Oslo Stock Exchange | 126 |
262+| Moscow Exchange | 117 |
263+| Taiwan Stock Exchange | 115 |
264+| Nepal Stock Exchange | 105 |
265+| Frankfurt Stock Exchange | 103 |
266+| Euronext Paris | 98 |
267+| Nasdaq Copenhagen A/S | 84 |
268+| Stock Exchange of Thailand | 80 |
269+| Nasdaq Helsinki Ltd | 72 |
270+| Nasdaq Stockholm AB | 61 |
271+| Italian Stock Exchange | 49 |
272+| Tehran Stock Exchange | 48 |
273+| KOSDAQ | 47 |
274+| Madrid Stock Exchange | 40 |
275+| BME Scaleup | 40 |
276+| Swiss Stock Exchange | 36 |
277+| Santiago Stock Exchange | 32 |
278+| Colombo Stock Exchange | 28 |
279+| Tokyo Stock Exchange-Tokyo Pro Market | 28 |
280+| Euronext Brussels | 27 |
281+| Zagreb Stock Exchange | 26 |
188 282
189 ## Top-level industries (a company counts once per top-level sector) 283 ## Top-level industries (a company counts once per top-level sector)
190 284
191 | Industry | Companies | 285 | Industry | Companies |
192 |---|---| 286 |---|---|
193−| Media | 1549 | 287+| Media | 4707 |
194−| Technology | 857 | 288+| Consumer Goods | 3164 |
195−| Transportation | 838 | 289+| Financial Services | 3081 |
196−| Consumer Goods | 824 | 290+| Transportation | 2957 |
197−| Manufacturing | 738 | 291+| Technology | 2409 |
198−| Financial Services | 705 | 292+| Manufacturing | 2114 |
199−| Automotive | 479 | 293+| Retail | 1539 |
200−| Retail | 380 | 294+| Energy | 1321 |
201−| Aerospace & Defense | 332 | 295+| Automotive | 1111 |
202−| Energy | 319 | 296+| Healthcare | 987 |
203−| Telecommunications | 255 | 297+| Aerospace & Defense | 826 |
204−| Mining & Metals | 177 | 298+| Telecommunications | 792 |
205−| Healthcare | 177 | 299+| Mining & Metals | 765 |
206−| Education | 174 | 300+| Construction | 664 |
207−| Construction | 147 | 301+| Professional Services | 533 |
208−| Chemicals | 118 | 302+| Real Estate | 432 |
209−| Professional Services | 114 | 303+| Chemicals | 413 |
210−| Hospitality | 75 | 304+| Hospitality | 308 |
211−| Travel & Tourism | 60 | 305+| Materials | 263 |
212−| Agriculture | 60 | 306+| Agriculture | 262 |
213−| Materials | 60 | 307+| Utilities | 251 |
214−| Real Estate | 60 | 308+| Travel & Tourism | 210 |
215−| Utilities | 60 | 309+| Education | 173 |
216 310
217 ## All industries 311 ## All industries
218 312
219 | Slug | Companies | 313 | Slug | Companies |
220 |---|---| 314 |---|---|
221−| media | 613 | 315+| food-beverage | 1971 |
222−| manufacturing | 612 | 316+| media | 1943 |
223−| entertainment | 592 | 317+| entertainment | 1885 |
224−| financial-services | 497 | 318+| manufacturing | 1722 |
225−| automotive | 479 | 319+| financial-services | 1672 |
226−| technology | 439 | 320+| retail | 1539 |
227−| food-beverage | 415 | 321+| transportation | 1255 |
228−| gaming | 412 | 322+| airlines | 1232 |
229−| airlines | 386 | 323+| technology | 1198 |
230−| retail | 380 | 324+| automotive | 1111 |
231−| transportation | 305 | 325+| gaming | 1017 |
232−| telecommunications | 255 | 326+| banking | 826 |
233−| consumer-goods | 248 | 327+| telecommunications | 792 |
234−| aerospace-defense | 223 | 328+| mining | 765 |
235−| banking | 195 | 329+| consumer-goods | 758 |
236−| apparel | 189 | 330+| construction | 664 |
237−| software | 178 | 331+| energy | 647 |
238−| mining | 177 | 332+| oil-gas | 610 |
239−| education | 174 | 333+| aerospace-defense | 575 |
240−| oil-gas | 173 | 334+| software | 561 |
241−| internet | 158 | 335+| apparel | 542 |
242−| defense | 147 | 336+| asset-management | 536 |
243−| construction | 147 | 337+| pharmaceuticals | 445 |
244−| energy | 131 | 338+| real-estate | 432 |
245−| industrial-machinery | 130 | 339+| professional-services | 430 |
246−| logistics | 123 | 340+| chemicals | 413 |
247−| chemicals | 118 | 341+| industrial-machinery | 388 |
248−| insurance | 105 | 342+| insurance | 387 |
249−| pharmaceuticals | 104 | 343+| logistics | 372 |
250−| professional-services | 86 | 344+| hospitality | 308 |
251−| asset-management | 79 | 345+| healthcare | 307 |
252−| hospitality | 75 | 346+| internet | 302 |
253−| semiconductors | 64 | 347+| defense | 297 |
254−| travel | 60 | 348+| materials | 263 |
255−| agriculture | 60 | 349+| agriculture | 262 |
256−| materials | 60 | 350+| utilities | 251 |
257−| real-estate | 60 | 351+| travel | 210 |
258−| utilities | 60 | 352+| biotechnology | 208 |
259−| shipping | 52 | 353+| shipping | 200 |
260−| healthcare | 49 | 354+| education | 173 |
261−| e-commerce | 41 | 355+| semiconductors | 161 |
262−| consulting | 33 | 356+| e-commerce | 153 |
263−| cloud-infrastructure | 32 | 357+| renewables | 114 |
264−| biotechnology | 31 | 358+| consulting | 109 |
265−| artificial-intelligence | 29 | 359+| fintech | 84 |
266−| renewables | 26 | 360+| cloud-infrastructure | 75 |
267−| cybersecurity | 24 | 361+| medical-devices | 74 |
268−| medical-devices | 17 | 362+| cybersecurity | 73 |
269−| robotics | 14 | 363+| artificial-intelligence | 59 |
270−| fintech | 14 | 364+| robotics | 43 |
271−| payments | 11 | 365+| payments | 37 |
272−
273 366
274−## Harvest report — 2026-09-12 367+## Harvest report — 2026-09-13
275 368
276−* Pipeline: `scripts/seed_wikidata.py` (candidates → dissolved → select → details → assemble) then `scripts/seed_edgar.py`. 369+* Pipeline: `scripts/seed_wikidata.py all --target N` (candidates → dissolved → select → details → assemble), then `scripts/seed_edgar.py`, then `catlas seed`. Every SPARQL result is cached under `data/seed/wikidata/sparql/`; per-stage counters in `data/seed/harvest-stats.json`.
277− 755 cached SPARQL results under `data/seed/wikidata/sparql/`; first pass 1,768 s (543 live queries), corrective pass 192 s + 185 s. 370+* Candidates: **51,286** unique items with a website from 44 P31 classes × sitelink bands (≥ 3), 250 stock exchanges scanned in 13 P414 queries (13,541 currently listed), employees ≥ 500 / revenue bands per class, plus country and industry boosts. First seen per band: class 39,684, listed 7,664, revenue 1,748, employees 1,723, industry-boost 354, country-boost 103, ticker 10.
278−* Candidates: 24,448 from 30 P31 classes (sitelinks ≥ 5, large classes chunked in sitelink bands) + industry boosts (sitelinks ≥ 2) 371+* Dissolved check (P576 / P582, 171 queries of 300 QIDs): 3,580 of 51,286 candidates excluded.
279− + country boosts where the class stage was short (none of the 150-minimum countries needed one; AU and MX boosts were cut by the 372+* Prefilter: 89 generic / invalid websites dropped, 1,639 duplicate registrable domains (highest sitelinks kept), 45,978 kept (12,935 listed).
280− endpoint time limit and skipped). 373+* Selection (target 33,000; caps US ≤ 35%, other countries ≤ 12%, unknown country ≤ 3%, narrow classes 2–5 %): country minimums 2,160, then 11,964 listed companies, then 18,876 by sitelinks ≥ 3; 12,791 listed companies selected in total.
281−* Exclusions: 2,402 dissolved (P576); 68 generic / invalid websites; 736 duplicate registrable domains (highest sitelinks kept, the 374+* Non-company exclusion: **652 items removed** — 515 for a non-company P31 class (museums, libraries, universities / schools, government agencies, NGOs / charities / foundations / nonprofits, religious organisations, political parties, trade unions, hospitals, sports clubs, YouTube channels; top: nonprofit organization 170, government agency 40, university 30, museum 27, learned society 20, public university 20, non-governmental organization 19, charitable organization 18, association football club 15, educational institution 14, hospital 13, library 11) and 137 for a description matching museum / university / school / ministry / agency / charity / foundation / association / club / church / channel with no ticker, exchange, employee count or revenue. Items with a current listing or a ticker are always kept (listed football clubs). List: `data/seed/dropped.json`.
282− losers are listed as `notes[].related_domain_conflict` on 375 winners); 0 parent/child domain conflicts after that. 375+* Assemble: 33,000 selected companies with details + 0 from the industry top-up (every top-level industry ≥ 60); 0 subsidiaries sharing their parent's domain and 0 duplicate domains dropped; 1,458 `related_domain_conflict` notes → **32,368 companies**.
283−* Selection: target 8,000 in sitelink order with caps (US ≤ 40 %, other countries ≤ 12 %, unknown ≤ 3 %, narrow classes 2–5 %) after 376+* Tiers by importance quantile (1% / 6.67% / 26.67%): tier 1 = ranks 1–324, tier 2 → 2,483, tier 3 → 11,116, tier 4 = rest.
284− taking the country minimums; +86 companies added by the industry top-up (every top-level industry ≥ 60) → **8,086**. 377+* Country minimums: all met (JP 3382, DE 2310, GB 1548, CN 1374, KR 846, IT 844, ID 731, CA 723 …).
285− Minimums: CA 191, GB 536, DE 557, FR 175, JP 602, KR 156, IN 152, AU 154 (all ≥ 150); BR 59, MX 59, ID 58 are one or two short, 378+* EDGAR (2026-09-13): 920 companies newly matched to a CIK (ticker, then exact normalised name), 2,543 already had one → 3,463 of 32,368 with a SEC CIK; 1,319 rows enriched, 202 industries from SIC (5,092 still without an industry mapping), 816 submissions JSON read.
286− the other 60-minimum countries are met.
287−* EDGAR: 242 companies newly matched to a CIK (exact normalised name / ticker), 321 rows enriched, 29 industries from SIC, 172 submissions.
288−* Loaded with `catlas seed`: 8,075 new companies (11 matched pre-existing rows by domain), 20,777 aliases, 8,086 primary domains,
289− 2,582 PARENT_OF/SUBSIDIARY_OF rows, 8,075 `discover` queue jobs; re-run → 0 new.
290−* Re-run: `python scripts/seed_wikidata.py all && python scripts/seed_edgar.py && catlas seed` (assemble regenerates the NDJSON from
291− the cache, so EDGAR must run after it). Details and how to add companies: `docs/SEEDS.md`.
modified registry/companies/wikidata-africa.ndjson +641 −192
@@ -1,192 +1,641 @@
1−{"wikidata_id": "Q1856518", "display_name": "Vodacom", "legal_name": "Vodacom Group Limited", "aliases": ["Vodacom Group"], "website": "https://www.vodacom.com", "canonical_domain": "vodacom.com", "country": "ZA", "hq_city": "Midrand", "hq_region": "City of Johannesburg Metropolitan Municipality", "lat": -26.0, "lon": 28.13333, "industries": ["telecommunications"], "industry_labels": ["telecommunications industry"], "founded_year": 1994, "employees": 7746, "public_company": true, "ticker": "VOD", "exchange": "Johannesburg Stock Exchange", "lei": "37890012A8DC24B8D663", "sec_cik": null, "parent": {"wikidata_id": "Q122141", "name": "Vodafone"}, "logo_url": null, "description": "South African telecommunications company", "sitelinks": 22, "importance": 0.6593, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 1+{"wikidata_id": "Q1856518", "display_name": "Vodacom", "legal_name": "Vodacom Group Limited", "aliases": ["Vodacom Group"], "website": "https://www.vodacom.com", "canonical_domain": "vodacom.com", "country": "ZA", "hq_city": "Midrand", "hq_region": "City of Johannesburg Metropolitan Municipality", "lat": -26.0, "lon": 28.13333, "industries": ["telecommunications"], "industry_labels": ["telecommunications industry"], "founded_year": 1994, "employees": 7746, "public_company": true, "ticker": "VOD", "exchange": "Johannesburg Stock Exchange", "lei": "37890012A8DC24B8D663", "sec_cik": null, "parent": {"wikidata_id": "Q122141", "name": "Vodafone"}, "logo_url": null, "description": "South African telecommunications company", "sitelinks": 22, "importance": 0.6593, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
2−{"wikidata_id": "Q1576610", "display_name": "Standard Bank", "legal_name": null, "aliases": ["SB", "Standard Bank Group", "Standard Bank of South Africa Limited", "The Standard Bank of South Africa"], "website": "https://standardbank.co.za", "canonical_domain": "standardbank.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["banking", "insurance", "financial-services"], "industry_labels": ["bank", "insurance", "financial services", "other credit granting"], "founded_year": 1862, "employees": 69000, "public_company": true, "ticker": "SBK", "exchange": "Johannesburg Stock Exchange", "lei": "2549003PEZXUT7MDBU41", "sec_cik": null, "parent": null, "logo_url": null, "description": "one of South Africa's largest financial services groups", "sitelinks": 15, "importance": 0.6528, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 2+{"wikidata_id": "Q1576610", "display_name": "Standard Bank", "legal_name": null, "aliases": ["SB", "Standard Bank Group", "Standard Bank of South Africa Limited", "The Standard Bank of South Africa"], "website": "https://standardbank.co.za", "canonical_domain": "standardbank.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["banking", "insurance", "financial-services"], "industry_labels": ["bank", "insurance", "financial services", "other credit granting"], "founded_year": 1862, "employees": 69000, "public_company": true, "ticker": "SBK", "exchange": "Johannesburg Stock Exchange", "lei": "2549003PEZXUT7MDBU41", "sec_cik": null, "parent": null, "logo_url": null, "description": "one of South Africa's largest financial services groups", "sitelinks": 15, "importance": 0.6528, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
3−{"wikidata_id": "Q541076", "display_name": "AngloGold Ashanti", "legal_name": "ANGLOGOLD ASHANTI LIMITED", "aliases": ["AngloGold Ashanti Limited", "AngloGold Ashanti plc"], "website": "https://www.anglogoldashanti.com", "canonical_domain": "anglogoldashanti.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["mining"], "industry_labels": ["mining"], "founded_year": 2004, "employees": 62046, "public_company": true, "ticker": "AGG", "exchange": "Australian Securities Exchange", "lei": "378900EF3BA9A5F42A59", "sec_cik": "1973832", "parent": null, "logo_url": null, "description": "company", "sitelinks": 12, "importance": 0.6294, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00", "source_edgar": {"cik": "1973832", "enriched_at": "2026-09-12T09:34:22+00:00"}} 3+{"wikidata_id": "Q541076", "display_name": "AngloGold Ashanti", "legal_name": "ANGLOGOLD ASHANTI LIMITED", "aliases": ["AngloGold Ashanti Limited", "AngloGold Ashanti plc"], "website": "https://www.anglogoldashanti.com", "canonical_domain": "anglogoldashanti.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["mining"], "industry_labels": ["mining"], "founded_year": 2004, "employees": 62046, "public_company": true, "ticker": "AGG", "exchange": "Australian Securities Exchange", "lei": "378900EF3BA9A5F42A59", "sec_cik": "1973832", "parent": null, "logo_url": null, "description": "company", "sitelinks": 12, "importance": 0.6294, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00", "source_edgar": {"cik": "1973832", "enriched_at": "2026-09-13T07:17:38+00:00"}}
4−{"wikidata_id": "Q1818970", "display_name": "Telkom", "legal_name": null, "aliases": ["1991/005476/30", "Telkom SA", "Ltd"], "website": "https://www.telkom.co.za", "canonical_domain": "telkom.co.za", "country": "ZA", "hq_city": "Pretoria", "hq_region": "City of Tshwane Metropolitan Municipality", "lat": -25.74639, "lon": 28.18806, "industries": ["telecommunications"], "industry_labels": ["telecommunications industry"], "founded_year": 1991, "employees": 19197, "public_company": true, "ticker": "TKG", "exchange": "Johannesburg Stock Exchange", "lei": "529900GES0BUVJEDKF90", "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/TelkomSA.svg", "description": "telecommunications provider in South Africa", "sitelinks": 11, "importance": 0.604, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 4+{"wikidata_id": "Q1818970", "display_name": "Telkom", "legal_name": null, "aliases": ["1991/005476/30", "Telkom SA", "Ltd"], "website": "https://www.telkom.co.za", "canonical_domain": "telkom.co.za", "country": "ZA", "hq_city": "Pretoria", "hq_region": "City of Tshwane Metropolitan Municipality", "lat": -25.74639, "lon": 28.18806, "industries": ["telecommunications"], "industry_labels": ["telecommunications industry"], "founded_year": 1991, "employees": 19197, "public_company": true, "ticker": "TKG", "exchange": "Johannesburg Stock Exchange", "lei": "529900GES0BUVJEDKF90", "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/TelkomSA.svg", "description": "telecommunications provider in South Africa", "sitelinks": 11, "importance": 0.604, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
5−{"wikidata_id": "Q5453738", "display_name": "First Rand", "legal_name": null, "aliases": ["FirstRand", "FirstRand Group", "FirstRand Limited"], "website": "https://www.firstrand.co.za", "canonical_domain": "firstrand.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["asset-management"], "industry_labels": [], "founded_year": 1998, "employees": 49233, "public_company": true, "ticker": "FSR", "exchange": "Johannesburg Stock Exchange", "lei": "529900XYOP8CUZU7R671", "sec_cik": null, "parent": null, "logo_url": null, "description": "holding company of FirstRand Bank", "sitelinks": 7, "importance": 0.575, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 5+{"wikidata_id": "Q1534597", "display_name": "Gold Fields", "legal_name": null, "aliases": ["Goldfields", "Gold Fields Limited", "Gold Fields Ltd."], "website": "https://www.goldfields.co.za", "canonical_domain": "goldfields.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["mining"], "industry_labels": ["gold mining"], "founded_year": 1998, "employees": 49715, "public_company": true, "ticker": "GFI", "exchange": "Johannesburg Stock Exchange", "lei": "335800GQ9JFEFGC12262", "sec_cik": "1172724", "parent": null, "logo_url": null, "description": "South African mining company", "sitelinks": 7, "importance": 0.5752, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00", "source_edgar": {"cik": "1172724", "enriched_at": "2026-09-13T07:17:38+00:00"}}
6−{"wikidata_id": "Q471891", "display_name": "De Beers", "legal_name": null, "aliases": ["De Beers Group", "The De Beers Group of Companies"], "website": "https://www.debeersgroup.com", "canonical_domain": "debeersgroup.com", "country": "ZA", "hq_city": "London", "hq_region": "Greater London", "lat": 51.50722, "lon": -0.1275, "industries": ["mining"], "industry_labels": ["trade", "raw material extraction"], "founded_year": 1888, "employees": 20000, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q541451", "name": "Anglo American plc"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/De_Beers_Group_-_Logo.svg", "description": "International corporation that specialises in diamond exploration, diamond mining, diamond retail, rough diamond sales and industrial diamond manufacturing", "sitelinks": 44, "importance": 0.5436, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 6+{"wikidata_id": "Q5453738", "display_name": "First Rand", "legal_name": null, "aliases": ["FirstRand", "FirstRand Group", "FirstRand Limited"], "website": "https://www.firstrand.co.za", "canonical_domain": "firstrand.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["asset-management", "financial-services"], "industry_labels": [], "founded_year": 1998, "employees": 49233, "public_company": true, "ticker": "FSR", "exchange": "Johannesburg Stock Exchange", "lei": "529900XYOP8CUZU7R671", "sec_cik": null, "parent": null, "logo_url": null, "description": "holding company of FirstRand Bank", "sitelinks": 7, "importance": 0.575, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
7−{"wikidata_id": "Q1813361", "display_name": "MTN Group", "legal_name": null, "aliases": ["MTN", "Areeba", "Investcom", "M-Cell", "Mobile Technology Networks", "MTN Group Limited", "MTN International Group"], "website": "https://www.mtn.com", "canonical_domain": "mtn.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["telecommunications"], "industry_labels": ["telecommunications industry", "mobile phone industry"], "founded_year": 1994, "employees": null, "public_company": true, "ticker": "MTN", "exchange": "Johannesburg Stock Exchange", "lei": "2549009JD6Q6XHZS5E05", "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/MTN_2022_logo.svg", "description": "multinational telecommunications company based in South Africa", "sitelinks": 24, "importance": 0.5384, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 7+{"wikidata_id": "Q5152506", "display_name": "Commercial International Bank", "legal_name": null, "aliases": [], "website": "https://www.cibeg.com", "canonical_domain": "cibeg.com", "country": "EG", "hq_city": "Cairo", "hq_region": "Cairo Governorate", "lat": 30.04444, "lon": 31.23583, "industries": ["financial-services"], "industry_labels": ["financial sector"], "founded_year": 1975, "employees": 5983, "public_company": true, "ticker": "COMI.CA", "exchange": "Egyptian Exchange", "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Cib_Logo.svg", "description": "Egyptian bank", "sitelinks": 9, "importance": 0.568, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
8−{"wikidata_id": "Q1965898", "display_name": "Naspers", "legal_name": null, "aliases": [], "website": "https://www.naspers.com", "canonical_domain": "naspers.com", "country": "ZA", "hq_city": "Cape Town", "hq_region": "City of Cape Town", "lat": -33.92528, "lon": 18.42389, "industries": ["e-commerce"], "industry_labels": ["e-commerce"], "founded_year": 1915, "employees": null, "public_company": true, "ticker": "NPSNY", "exchange": "OTC Markets Group", "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "South African multinational internet, technology and multimedia holding company", "sitelinks": 22, "importance": 0.5296, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 8+{"wikidata_id": "Q17061030", "display_name": "Jumià", "legal_name": "Jumia", "aliases": ["Jumia Market"], "website": "https://group.jumia.com", "canonical_domain": "jumia.com", "country": "NG", "hq_city": "Ikeja", "hq_region": "Lagos State", "lat": 6.61857, "lon": 3.34259, "industries": ["internet"], "industry_labels": ["online shop"], "founded_year": 2012, "employees": 4000, "public_company": true, "ticker": "JMIA", "exchange": "New York Stock Exchange", "lei": "391200JWCL5VCOSXNT56", "sec_cik": "1756708", "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/JumiaLogo_%2814%29.png", "description": "African e-commerce company", "sitelinks": 9, "importance": 0.5621, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
9−{"wikidata_id": "Q1090717", "display_name": "Sonatrach", "legal_name": null, "aliases": ["Sonatrach SPA", "Société Nationale de Transport et de Commercialisation des Hydrocarbures"], "website": "https://sonatrach.com", "canonical_domain": "sonatrach.com", "country": "DZ", "hq_city": "Algiers", "hq_region": "Algiers Province", "lat": 36.77639, "lon": 3.05861, "industries": ["oil-gas"], "industry_labels": ["petroleum industry", "extraction of crude petroleum and natural gas"], "founded_year": 1963, "employees": 200000, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Sonatrach.svg", "description": "Algerian oil and gas company", "sitelinks": 27, "importance": 0.527, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 9+{"wikidata_id": "Q627514", "display_name": "Johannesburg Stock Exchange", "legal_name": "JSE Limited", "aliases": ["JSE", "JSE Securities Exchange", "The JSE Limited", "XJSE"], "website": "https://www.jse.co.za", "canonical_domain": "jse.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["financial-services"], "industry_labels": [], "founded_year": 1887, "employees": null, "public_company": true, "ticker": "JSE", "exchange": "Johannesburg Stock Exchange", "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "stock exchange in Johannesburg, South Africa", "sitelinks": 30, "importance": 0.561, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00", "notes": [{"related_domain_conflict": "Q3063443"}]}
10−{"wikidata_id": "Q1992164", "display_name": "Nilesat", "legal_name": null, "aliases": [], "website": "https://nilesat.org", "canonical_domain": "nilesat.org", "country": "EG", "hq_city": "6th of October City", "hq_region": "Giza Governorate", "lat": 29.93611, "lon": 30.92694, "industries": ["telecommunications"], "industry_labels": [], "founded_year": 1996, "employees": null, "public_company": true, "ticker": "EGSA", "exchange": "Egyptian Exchange", "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Nilesat.png", "description": "Egyptian satellite communication company", "sitelinks": 19, "importance": 0.5149, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 10+{"wikidata_id": "Q471891", "display_name": "De Beers", "legal_name": null, "aliases": ["De Beers Group", "The De Beers Group of Companies"], "website": "https://www.debeersgroup.com", "canonical_domain": "debeersgroup.com", "country": "ZA", "hq_city": "London", "hq_region": "Greater London", "lat": 51.50722, "lon": -0.1275, "industries": ["retail", "mining"], "industry_labels": ["trade", "raw material extraction"], "founded_year": 1888, "employees": 20000, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q541451", "name": "Anglo American plc"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/De_Beers_Group_-_Logo.svg", "description": "International corporation that specialises in diamond exploration, diamond mining, diamond retail, rough diamond sales and industrial diamond manufacturing", "sitelinks": 44, "importance": 0.5436, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
11−{"wikidata_id": "Q406764", "display_name": "Air Algérie", "legal_name": null, "aliases": ["CAT", "AH", "DAH", "Compagnie Air Transport", "Air Algeria", "Air Algerie", "Air Algerie SpA", "Air Algérie SpA"], "website": "https://airalgerie.dz", "canonical_domain": "airalgerie.dz", "country": "DZ", "hq_city": "Algiers", "hq_region": "Algiers Province", "lat": 36.77639, "lon": 3.05861, "industries": ["airlines"], "industry_labels": [], "founded_year": 1953, "employees": 9078, "public_company": false, "ticker": null, "exchange": null, "lei": "89450070YSBM214PYP86", "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Logo_Air_Alg%C3%A9rie.svg", "description": "flag-carrier airline of Algeria", "sitelinks": 37, "importance": 0.5144, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 11+{"wikidata_id": "Q1813361", "display_name": "MTN Group", "legal_name": null, "aliases": ["MTN", "Areeba", "Investcom", "M-Cell", "Mobile Technology Networks", "MTN Group Limited", "MTN International Group"], "website": "https://www.mtn.com", "canonical_domain": "mtn.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["telecommunications"], "industry_labels": ["telecommunications industry", "mobile phone industry"], "founded_year": 1994, "employees": null, "public_company": true, "ticker": "MTN", "exchange": "Johannesburg Stock Exchange", "lei": "2549009JD6Q6XHZS5E05", "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/MTN_2022_logo.svg", "description": "multinational telecommunications company based in South Africa", "sitelinks": 24, "importance": 0.5384, "tier": 2, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
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48−{"wikidata_id": "Q392542", "display_name": "RwandAir", "legal_name": null, "aliases": ["RwandAir Limited", "RwandAir Express", "RwandAir S.A.R.L"], "website": "https://www.rwandair.com", "canonical_domain": "rwandair.com", "country": "RW", "hq_city": "Kigali", "hq_region": "Rwanda", "lat": -1.9525, "lon": 30.115, "industries": ["airlines"], "industry_labels": [], "founded_year": 2002, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/RwandAir_Logotype.png", "description": "flag carrier airline of Rwanda", "sitelinks": 29, "importance": 0.3576, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 48+{"wikidata_id": "Q2055692", "display_name": "Marjane Group", "legal_name": null, "aliases": ["Marjane Holding"], "website": "https://www.marjane.ma", "canonical_domain": "marjane.ma", "country": "MA", "hq_city": "Casablanca", "hq_region": "Casablanca Prefecture", "lat": 33.59917, "lon": -7.62, "industries": ["retail"], "industry_labels": ["retail"], "founded_year": 1990, "employees": 6700, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Marjane-logo.png", "description": "Moroccan retail company", "sitelinks": 9, "importance": 0.3696, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
49−{"wikidata_id": "Q2300422", "display_name": "Orange Morocco", "legal_name": null, "aliases": ["Meditel"], "website": "https://www.orange.ma", "canonical_domain": "orange.ma", "country": "MA", "hq_city": "Casablanca", "hq_region": "Casablanca Prefecture", "lat": 33.59917, "lon": -7.62, "industries": ["internet", "telecommunications"], "industry_labels": ["internet service provider", "telecommunications industry", "mobile phone industry"], "founded_year": 1999, "employees": 1280, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q1431486", "name": "Orange"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Orange_logo.svg", "description": "Internet provider and mobile network", "sitelinks": 10, "importance": 0.3557, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 49+{"wikidata_id": "Q6939094", "display_name": "Murray & Roberts", "legal_name": null, "aliases": ["Murray & Roberts Holdings", "Ltd."], "website": "https://www.murrob.com", "canonical_domain": "murrob.com", "country": "ZA", "hq_city": "Bedfordview", "hq_region": "City of Ekurhuleni Metropolitan Municipality", "lat": -26.17944, "lon": 28.13611, "industries": ["construction"], "industry_labels": ["civil engineering", "construction"], "founded_year": 1902, "employees": null, "public_company": true, "ticker": "MUR", "exchange": "Johannesburg Stock Exchange", "lei": "529900FTW4FNO02STM28", "sec_cik": null, "parent": null, "logo_url": null, "description": "South Africa based construction contractor", "sitelinks": 4, "importance": 0.3692, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
50−{"wikidata_id": "Q4045343", "display_name": "Nigerian Postal Service", "legal_name": null, "aliases": ["Nipost"], "website": "https://www.nipost.gov.ng", "canonical_domain": "nipost.gov.ng", "country": "NG", "hq_city": "Abuja", "hq_region": "Federal Capital Territory", "lat": 9.05556, "lon": 7.49139, "industries": ["logistics"], "industry_labels": ["mail"], "founded_year": 1987, "employees": 12000, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "postal service in Nigeria", "sitelinks": 7, "importance": 0.3546, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 50+{"wikidata_id": "Q5403583", "display_name": "ethio telecom", "legal_name": null, "aliases": ["ETC", "Ethiopian telecommunication corporation"], "website": "https://www.ethiotelecom.et", "canonical_domain": "ethiotelecom.et", "country": "ET", "hq_city": "Addis Ababa", "hq_region": "Ethiopia", "lat": 9.03583, "lon": 38.7525, "industries": ["telecommunications"], "industry_labels": ["telecommunications", "mobile phone industry"], "founded_year": 1952, "employees": 13549, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Ethiopian telecommunications company", "sitelinks": 8, "importance": 0.3687, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
51−{"wikidata_id": "Q1419926", "display_name": "South African Broadcasting Corporation", "legal_name": null, "aliases": ["SABC"], "website": "https://www.sabc.co.za", "canonical_domain": "sabc.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["media"], "industry_labels": [], "founded_year": 1975, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/South_African_Broadcasting_Corporation_logo.svg", "description": "state-owned public broadcaster in South Africa", "sitelinks": 28, "importance": 0.354, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 51+{"wikidata_id": "Q407842", "display_name": "Air Tanzania", "legal_name": null, "aliases": ["ATC", "TC"], "website": "https://www.airtanzania.co.tz", "canonical_domain": "airtanzania.co.tz", "country": "TZ", "hq_city": null, "hq_region": null, "lat": null, "lon": null, "industries": ["airlines"], "industry_labels": [], "founded_year": 1977, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "flag carrier airline of Tanzania", "sitelinks": 32, "importance": 0.3676, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
52−{"wikidata_id": "Q864117", "display_name": "Sudan Airways", "legal_name": null, "aliases": ["Sudan AW"], "website": "https://www.sudanair.com", "canonical_domain": "sudanair.com", "country": "SD", "hq_city": "Khartoum", "hq_region": "Khartoum", "lat": 15.60308, "lon": 32.52654, "industries": ["airlines"], "industry_labels": [], "founded_year": 1947, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Sudan_Airways_Logo.svg", "description": "flag carrier airline of the Sudan", "sitelinks": 28, "importance": 0.354, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 52+{"wikidata_id": "Q1147012", "display_name": "Air Cairo", "legal_name": null, "aliases": ["MSC", "SM"], "website": "https://aircairo.com", "canonical_domain": "aircairo.com", "country": "EG", "hq_city": "Cairo", "hq_region": "Cairo Governorate", "lat": 30.04444, "lon": 31.23583, "industries": ["airlines"], "industry_labels": [], "founded_year": 1997, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q374740", "name": "EgyptAir"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Air_Cairo_logo.svg", "description": "Egyptian airline", "sitelinks": 31, "importance": 0.3644, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
53−{"wikidata_id": "Q1050518", "display_name": "TAAG Angola Airlines", "legal_name": "Transportes Aéreos de Angola", "aliases": ["2007 TAAG Angola Airlines crash", "Air Angola", "Air Transport Division", "Angola Air", "Angola Airlines", "DTA", "TAAG - Angola Airlines", "TAAG Air Angola"], "website": "https://www.taag.com", "canonical_domain": "taag.com", "country": "AO", "hq_city": "Luanda", "hq_region": "Luanda Province", "lat": -8.83833, "lon": 13.23444, "industries": ["airlines"], "industry_labels": [], "founded_year": 1938, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/TAAG_2023_wordmark.svg", "description": "state-owned flag carrier of Angola", "sitelinks": 27, "importance": 0.3503, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 53+{"wikidata_id": "Q407920", "display_name": "Air Zimbabwe", "legal_name": null, "aliases": ["Air Rhodesia"], "website": "https://www.airzimbabwe.aero", "canonical_domain": "airzimbabwe.aero", "country": "ZW", "hq_city": "Harare", "hq_region": "Harare Province", "lat": -17.82917, "lon": 31.05222, "industries": ["airlines"], "industry_labels": [], "founded_year": 1967, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Flag carrier of Zimbabwe", "sitelinks": 31, "importance": 0.3644, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
54−{"wikidata_id": "Q225988", "display_name": "Nouvelair", "legal_name": null, "aliases": ["BJ", "LBT", "Nouvelair Airline", "Nouvelair Limited Company"], "website": "https://www.nouvelair.com", "canonical_domain": "nouvelair.com", "country": "TN", "hq_city": "Monastir", "hq_region": "Monastir Governorate", "lat": 35.77799, "lon": 10.82617, "industries": ["airlines"], "industry_labels": [], "founded_year": 1989, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q3117580", "name": "TTS Group"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Nouvelair_Logo.svg", "description": "Tunisian airline", "sitelinks": 27, "importance": 0.3503, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 54+{"wikidata_id": "Q660986", "display_name": "Arik Air", "legal_name": "Arik Air", "aliases": ["Arik"], "website": "https://www.arikair.com", "canonical_domain": "arikair.com", "country": "NG", "hq_city": "Murtala Muhammed International Airport", "hq_region": "Ikeja", "lat": 6.57722, "lon": 3.32111, "industries": ["airlines"], "industry_labels": [], "founded_year": 2002, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q660986", "name": "Arik Air"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Arik_Air_logo.svg", "description": "Nigerian airline operating within Africa", "sitelinks": 31, "importance": 0.3644, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
55−{"wikidata_id": "Q406928", "display_name": "Air Burkina", "legal_name": null, "aliases": ["Air Burkina SA", "Air Volta"], "website": "https://www.air-burkina.com", "canonical_domain": "air-burkina.com", "country": "BF", "hq_city": "Ouagadougou", "hq_region": "Ouagadougou Department", "lat": 12.36861, "lon": -1.5275, "industries": ["airlines"], "industry_labels": [], "founded_year": 1967, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Flag-carrier airline of Burkina Faso", "sitelinks": 27, "importance": 0.3503, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 55+{"wikidata_id": "Q4689607", "display_name": "flyafricaworld.com", "legal_name": null, "aliases": ["AWA", "Africa World Airlines Limited"], "website": "https://www.flyafricaworld.com", "canonical_domain": "flyafricaworld.com", "country": "GH", "hq_city": "Accra", "hq_region": "Accra Metropolitan District", "lat": 5.55602, "lon": -0.1969, "industries": ["airlines"], "industry_labels": [], "founded_year": 2010, "employees": 381, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "commercial airline in Ghana", "sitelinks": 13, "importance": 0.3635, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
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57−{"wikidata_id": "Q1094344", "display_name": "Daallo Airlines", "legal_name": null, "aliases": [], "website": "https://www.daallo.biz", "canonical_domain": "daallo.biz", "country": "DJ", "hq_city": "Dubai", "hq_region": "Emirate of Dubai", "lat": 25.26972, "lon": 55.30944, "industries": ["airlines"], "industry_labels": [], "founded_year": 1991, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "airline", "sitelinks": 26, "importance": 0.3465, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 57+{"wikidata_id": "Q836564", "display_name": "Djezzy GSM", "legal_name": null, "aliases": [], "website": "https://www.djezzy.dz", "canonical_domain": "djezzy.dz", "country": "DZ", "hq_city": "Algiers", "hq_region": "Algiers Province", "lat": 36.77639, "lon": 3.05861, "industries": ["telecommunications"], "industry_labels": ["telecommunications industry", "mobile phone industry"], "founded_year": 2001, "employees": 3083, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Djezzy_Logo_2015.svg", "description": "Algerian telecommunications company", "sitelinks": 9, "importance": 0.3584, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
58−{"wikidata_id": "Q1156479", "display_name": "LAM Mozambique Airlines", "legal_name": null, "aliases": ["LAM", "LAM Air", "LAM Airlines", "LAM Airways", "LAM Mozambique", "Linhas Aéreas de Moçambique"], "website": "https://www.lam.co.mz", "canonical_domain": "lam.co.mz", "country": "MZ", "hq_city": "Maputo", "hq_region": "Mozambique", "lat": -25.96889, "lon": 32.57333, "industries": ["airlines"], "industry_labels": [], "founded_year": 1936, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "LAM - Mozambique Airlines, S. A. or Linhas Aéreas de Moçambique, Ltd., operating as LAM Mozambique Airlines, is the flag carrier of Mozambique.", "sitelinks": 26, "importance": 0.3465, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 58+{"wikidata_id": "Q1334063", "display_name": "Nigerian Railway Corporation", "legal_name": null, "aliases": ["Nigerian Railway"], "website": "https://nrc.gov.ng", "canonical_domain": "nrc.gov.ng", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["transportation"], "industry_labels": [], "founded_year": 1898, "employees": 6516, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Nigerian_Railway_Corporation.jpg", "description": "Railway Corporation", "sitelinks": 8, "importance": 0.3581, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
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60−{"wikidata_id": "Q406896", "display_name": "Air Botswana", "legal_name": "Air Botswana Corporation", "aliases": [], "website": "https://www.airbotswana.co.bw", "canonical_domain": "airbotswana.co.bw", "country": "BW", "hq_city": "Sir Seretse Khama International Airport", "hq_region": "Gaborone", "lat": -24.55583, "lon": 25.92306, "industries": ["airlines"], "industry_labels": [], "founded_year": 1972, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "flag carrier of Botswana", "sitelinks": 26, "importance": 0.3465, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 60+{"wikidata_id": "Q2300422", "display_name": "Orange Morocco", "legal_name": null, "aliases": ["Meditel"], "website": "https://www.orange.ma", "canonical_domain": "orange.ma", "country": "MA", "hq_city": "Casablanca", "hq_region": "Casablanca Prefecture", "lat": 33.59917, "lon": -7.62, "industries": ["internet", "telecommunications"], "industry_labels": ["internet service provider", "telecommunications industry", "mobile phone industry"], "founded_year": 1999, "employees": 1280, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q1431486", "name": "Orange"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Orange_logo.svg", "description": "Internet provider and mobile network", "sitelinks": 10, "importance": 0.3557, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
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62−{"wikidata_id": "Q579747", "display_name": "Guaranty Trust Holding Company", "legal_name": "Guaranty Trust Bank", "aliases": ["gt bank", "GT Bank"], "website": "https://www.gtbank.com", "canonical_domain": "gtbank.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.42899, "lon": 3.42215, "industries": ["financial-services"], "industry_labels": ["finance"], "founded_year": 1990, "employees": null, "public_company": true, "ticker": null, "exchange": null, "lei": "0292001868F6N5VI5G15", "sec_cik": null, "parent": {"wikidata_id": "Q579747", "name": "Guaranty Trust Holding Company"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/GTCO_logo.svg", "description": "Nigerian financial services holding company", "sitelinks": 9, "importance": 0.3421, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 62+{"wikidata_id": "Q1419926", "display_name": "South African Broadcasting Corporation", "legal_name": null, "aliases": ["SABC"], "website": "https://www.sabc.co.za", "canonical_domain": "sabc.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["media"], "industry_labels": [], "founded_year": 1975, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/South_African_Broadcasting_Corporation_logo.svg", "description": "state-owned public broadcaster in South Africa", "sitelinks": 28, "importance": 0.354, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
63−{"wikidata_id": "Q1056939", "display_name": "Libyan Airlines", "legal_name": null, "aliases": ["Libyan Arab Airlines"], "website": "https://www.libyanairlines.aero", "canonical_domain": "libyanairlines.aero", "country": "LY", "hq_city": "Tripoli", "hq_region": "Tripoli District", "lat": 32.8875, "lon": 13.1875, "industries": ["airlines"], "industry_labels": [], "founded_year": 1965, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/LN_Airlines.jpg", "description": "Flag carrier airline of Libya", "sitelinks": 24, "importance": 0.3384, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 63+{"wikidata_id": "Q864117", "display_name": "Sudan Airways", "legal_name": null, "aliases": ["Sudan AW"], "website": "https://www.sudanair.com", "canonical_domain": "sudanair.com", "country": "SD", "hq_city": "Khartoum", "hq_region": "Khartoum", "lat": 15.60308, "lon": 32.52654, "industries": ["airlines"], "industry_labels": [], "founded_year": 1947, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Sudan_Airways_Logo.svg", "description": "flag carrier airline of the Sudan", "sitelinks": 28, "importance": 0.354, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
64−{"wikidata_id": "Q116595", "display_name": "Mango", "legal_name": null, "aliases": [], "website": "https://www.flymango.com", "canonical_domain": "flymango.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["airlines"], "industry_labels": [], "founded_year": 2006, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q223763", "name": "South African Airways"}, "logo_url": null, "description": "South African low-cost airline", "sitelinks": 24, "importance": 0.3384, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 64+{"wikidata_id": "Q1050518", "display_name": "TAAG Angola Airlines", "legal_name": "Transportes Aéreos de Angola", "aliases": ["2007 TAAG Angola Airlines crash", "Air Angola", "Air Transport Division", "Angola Air", "Angola Airlines", "DTA", "TAAG - Angola Airlines", "TAAG Air Angola"], "website": "https://www.taag.com", "canonical_domain": "taag.com", "country": "AO", "hq_city": "Luanda", "hq_region": "Luanda Province", "lat": -8.83833, "lon": 13.23444, "industries": ["airlines"], "industry_labels": [], "founded_year": 1938, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/TAAG_2023_wordmark.svg", "description": "state-owned flag carrier of Angola", "sitelinks": 27, "importance": 0.3503, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
65−{"wikidata_id": "Q1987495", "display_name": "Overland Airways", "legal_name": null, "aliases": [], "website": "https://www.overlandairways.com", "canonical_domain": "overlandairways.com", "country": "NG", "hq_city": "Ikeja", "hq_region": "Lagos State", "lat": 6.61857, "lon": 3.34259, "industries": ["airlines"], "industry_labels": [], "founded_year": 2002, "employees": 194, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "airline in Nigeria", "sitelinks": 11, "importance": 0.3376, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"} 65+{"wikidata_id": "Q225988", "display_name": "Nouvelair", "legal_name": null, "aliases": ["BJ", "LBT", "Nouvelair Airline", "Nouvelair Limited Company"], "website": "https://www.nouvelair.com", "canonical_domain": "nouvelair.com", "country": "TN", "hq_city": "Monastir", "hq_region": "Monastir Governorate", "lat": 35.77799, "lon": 10.82617, "industries": ["airlines"], "industry_labels": [], "founded_year": 1989, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q3117580", "name": "TTS Group"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Nouvelair_Logo.svg", "description": "Tunisian airline", "sitelinks": 27, "importance": 0.3503, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
66−{"wikidata_id": "Q4672418", "display_name": "Access Bank", "legal_name": "Access Bank", "aliases": ["Access Bank plc"], "website": "https://www.accessbankplc.com", "canonical_domain": "accessbankplc.com", "country": "NG", "hq_city": "Victoria Island", "hq_region": "Lagos State", "lat": 6.433, "lon": 3.44344, "industries": ["banking"], "industry_labels": ["bank"], "founded_year": 1989, "employees": 28121, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Accessbank1.png", "description": "Nigerian multinational bank", "sitelinks": 5, "importance": 0.3367, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00", "notes": [{"related_domain_conflict": "Q4672420"}]} 66+{"wikidata_id": "Q406928", "display_name": "Air Burkina", "legal_name": null, "aliases": ["Air Burkina SA", "Air Volta"], "website": "https://www.air-burkina.com", "canonical_domain": "air-burkina.com", "country": "BF", "hq_city": "Ouagadougou", "hq_region": "Ouagadougou Department", "lat": 12.36861, "lon": -1.5275, "industries": ["airlines"], "industry_labels": [], "founded_year": 1967, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Flag-carrier airline of Burkina Faso", "sitelinks": 27, "importance": 0.3503, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
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625+{"wikidata_id": "Q4693885", "display_name": "Agricultural Development Bank of Ghana", "legal_name": null, "aliases": ["ADB"], "website": "https://agricbank.com", "canonical_domain": "agricbank.com", "country": "GH", "hq_city": "Greater Accra Region", "hq_region": "Ghana", "lat": 5.75, "lon": 0.0, "industries": ["financial-services"], "industry_labels": ["finance"], "founded_year": 1965, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Ghanaian bank", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
626+{"wikidata_id": "Q4849253", "display_name": "Bakers", "legal_name": null, "aliases": ["Bakers Biscuits"], "website": "https://www.bakers.co.za", "canonical_domain": "bakers.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["food-beverage"], "industry_labels": [], "founded_year": 1851, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "South African food company", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
627+{"wikidata_id": "Q4857070", "display_name": "Banque Populaire du Rwanda", "legal_name": null, "aliases": ["Banki y'Abaturage y'u Rwanda", "Banque Populaire du Rwanda Ltd"], "website": "https://www.bpr.rw", "canonical_domain": "bpr.rw", "country": "RW", "hq_city": "Kigali", "hq_region": "Rwanda", "lat": -1.9525, "lon": 30.115, "industries": ["financial-services"], "industry_labels": ["financial services"], "founded_year": 1986, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Rwandan bank", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
628+{"wikidata_id": "Q5059068", "display_name": "Centenary Bank Uganda", "legal_name": null, "aliases": ["Centenary", "Centenary Bank"], "website": "https://www.centenarybank.co.ug", "canonical_domain": "centenarybank.co.ug", "country": "UG", "hq_city": "Mapeera House", "hq_region": null, "lat": 0.31444, "lon": 32.57806, "industries": ["financial-services"], "industry_labels": ["financial services"], "founded_year": 1983, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Centenary_bank_logo.jpg", "description": "commercial bank in Uganda", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
629+{"wikidata_id": "Q516392", "display_name": "One Africa Television", "legal_name": null, "aliases": [], "website": "https://www.oneafrica.tv", "canonical_domain": "oneafrica.tv", "country": "NA", "hq_city": "Windhoek", "hq_region": "Khomas Region", "lat": -22.57, "lon": 17.08361, "industries": ["media"], "industry_labels": [], "founded_year": 2005, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Namibian free-to-air television station founded in 2003", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
630+{"wikidata_id": "Q5241828", "display_name": "Davis & Shirtliff", "legal_name": null, "aliases": ["Davis &amp; Shirtliff"], "website": "https://www.davisandshirtliff.com", "canonical_domain": "davisandshirtliff.com", "country": "KE", "hq_city": null, "hq_region": null, "lat": null, "lon": null, "industries": [], "industry_labels": [], "founded_year": null, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": null, "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
631+{"wikidata_id": "Q5302390", "display_name": "Dove Air Services", "legal_name": null, "aliases": [], "website": "https://www.doveair-sd.com", "canonical_domain": "doveair-sd.com", "country": "SD", "hq_city": "Khartoum", "hq_region": "Khartoum", "lat": 15.60308, "lon": 32.52654, "industries": ["professional-services", "airlines"], "industry_labels": [], "founded_year": 2007, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "South African non-profit airline", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
632+{"wikidata_id": "Q5323682", "display_name": "ENAPOR", "legal_name": null, "aliases": [], "website": "https://www.enapor.cv", "canonical_domain": "enapor.cv", "country": "CV", "hq_city": "Mindelo", "hq_region": "São Vicente", "lat": 16.89135, "lon": -24.98798, "industries": ["transportation"], "industry_labels": ["port"], "founded_year": 1982, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Cape Verdean port authority", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
633+{"wikidata_id": "Q5338767", "display_name": "Edições Novembro", "legal_name": null, "aliases": [], "website": "https://edicoesnovembro.sapo.ao", "canonical_domain": "sapo.ao", "country": "AO", "hq_city": "Luanda", "hq_region": "Luanda Province", "lat": -8.83833, "lon": 13.23444, "industries": ["media"], "industry_labels": ["publishing"], "founded_year": 1923, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "newspaper publishing company in Angola", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
634+{"wikidata_id": "Q5348425", "display_name": "Egyptian Media Production City", "legal_name": null, "aliases": [], "website": "https://www.empc.com.eg", "canonical_domain": "empc.com.eg", "country": "EG", "hq_city": "6th of October City", "hq_region": "Giza Governorate", "lat": 29.93611, "lon": 30.92694, "industries": ["media"], "industry_labels": ["show business"], "founded_year": 1997, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "information and media complex located near Cairo, Egypt", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
635+{"wikidata_id": "Q5348427", "display_name": "Egyptian Natural Gas Company", "legal_name": null, "aliases": [], "website": "https://www.gasco.com.eg", "canonical_domain": "gasco.com.eg", "country": "EG", "hq_city": "New Cairo", "hq_region": "Cairo Governorate", "lat": 30.03, "lon": 31.47, "industries": ["oil-gas"], "industry_labels": ["petroleum industry"], "founded_year": 1997, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Gasco.gif", "description": "Egyptian gas company", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
636+{"wikidata_id": "Q5357771", "display_name": "Electricidade de Moçambique", "legal_name": null, "aliases": ["EDM", "Electricidade de Mozambique"], "website": "https://www.edm.co.mz", "canonical_domain": "edm.co.mz", "country": "MZ", "hq_city": null, "hq_region": null, "lat": null, "lon": null, "industries": ["energy"], "industry_labels": ["electricity generation", "electric power distribution", "electric power transmission"], "founded_year": null, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Mozambique's publicly owned electricity company", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
637+{"wikidata_id": "Q5419679", "display_name": "Exclusive Books", "legal_name": null, "aliases": [], "website": "https://www.exclusivebooks.co.za", "canonical_domain": "exclusivebooks.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["retail"], "industry_labels": ["bookselling"], "founded_year": 1951, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "bookseller chain in South Africa", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
638+{"wikidata_id": "Q5440005", "display_name": "Federal Airports Authority of Nigeria", "legal_name": null, "aliases": [], "website": "https://faan.gov.ng", "canonical_domain": "faan.gov.ng", "country": "NG", "hq_city": "Ikeja", "hq_region": "Lagos State", "lat": 6.61857, "lon": 3.34259, "industries": ["transportation"], "industry_labels": ["transport"], "founded_year": 1935, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/FAAN_Logo.jpg", "description": "Nigerian port Authority", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
639+{"wikidata_id": "Q5449331", "display_name": "Fina Bank", "legal_name": null, "aliases": [], "website": "https://www.gtbank.co.rw", "canonical_domain": "gtbank.co.rw", "country": "RW", "hq_city": "Kigali", "hq_region": "Rwanda", "lat": -1.9525, "lon": 30.115, "industries": ["financial-services"], "industry_labels": ["financial services"], "founded_year": 2004, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/GTBank_Rwanda_Logo.png", "description": "Rwandan commercial bank", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
640+{"wikidata_id": "Q6124318", "display_name": "Jaiz Bank", "legal_name": null, "aliases": [], "website": "https://jaizbankplc.com", "canonical_domain": "jaizbankplc.com", "country": "NG", "hq_city": "Abuja", "hq_region": "Federal Capital Territory", "lat": 9.0529, "lon": 7.49707, "industries": ["banking"], "industry_labels": ["bank"], "founded_year": 2003, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "financial Institute in Nigeria", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
641+{"wikidata_id": "Q6349322", "display_name": "Kakawa Discount House Limited", "legal_name": "Kakawa Discount House Limited", "aliases": [], "website": "https://www.kakawa.com", "canonical_domain": "kakawa.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["financial-services"], "industry_labels": ["finance"], "founded_year": 1995, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q6349322", "name": "Kakawa Discount House Limited"}, "logo_url": null, "description": "Nigeria Banking company", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
modified registry/companies/wikidata-americas.ndjson +8032 −2193
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