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 1 mo ago (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	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
4		−plain data committed in `registry/` plus an idempotent loader; the crawl core takes over from `companies.onboarding_status = 'pending'`
5		−and the `queue_jobs(kind='discover')` rows the loader creates (boundary "Seeds → Crawl" in `docs/ARCHITECTURE.md`).
	3	+The seed registry is the diversified starting universe of Company Atlas (spec §99: 5,000+ companies across sectors and regions; since
	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	+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	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	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	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	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	29	Facts are copied, never inferred: a company only enters the registry with an official website stated on Wikidata; nothing is guessed
29	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	34	## Harvest procedure (`scripts/seed_wikidata.py`)
33	35
34	36	```bash
35		−.venv/bin/python scripts/seed_wikidata.py all --target 8000 # ≈ 45–60 min the first time; every stage resumes from cache
36		−.venv/bin/python scripts/seed_wikidata.py candidates\|select\|details\|assemble # single stage
37		−.venv/bin/python scripts/seed_edgar.py # optional enrichment, rewrites the NDJSON in place
	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,
	38	+ # minutes when the cache is warm; every stage resumes from cache
	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	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
42		− company, corporation, bank, airline, automobile/aerospace manufacturer, software/technology company, video-game developer/publisher,
43		− publisher, record label, telecom, brewery, retail chain, railway, shipyard, …). The subclass tree of business (`P279*`) is far too
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,
45		− 12–17, 8–11, 5–7); a band that times out is split in two automatically. Minimum 5 sitelinks.
46		− Then country boosts (sitelinks ≥ 2, country-first scan, only for minimum-coverage countries still short after the class stage;
47		− a timeout is tolerated and reported) and industry boosts (P452 label lists per top-level industry, sitelinks ≥ 2, 600 each).
48		− Output `data/seed/candidates.json`.
49		− dissolved — a separate `P576` lookup over every candidate (300 QIDs per query; a `NOT EXISTS` filter inside the big scans
	44	+1. candidates — four band families, every row needing a truthy official website (P856):
	45	+ * classes × sitelink bands — `?item wdt:P31 wd:<class>` for 44 company classes (business, enterprise, public company, company,
	46	+ privately held company, corporation, joint-stock company, kabushiki / kōkai gaisha, holding company, financial institution, credit
	47	+ institution, insurance company, REIT, subsidiary, state-owned enterprise, multinational, bank, airline, automobile / commercial-vehicle /
	48	+ aerospace manufacturer, software / technology company, video-game developer / publisher, publishing house, book publisher, record
	49	+ label, film production company, telecom, brewery, retail / restaurant / hotel / gas-station chain, railway, transport company, law
	50	+ firm, printing / pharmaceutical company, concern, conglomerate, shipyard). The subclass tree of business (`P279*`) is far too
	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,
	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	65	is what makes them time out); defunct companies are excluded at selection. Output `data/seed/dissolved.json`.
51	66	2. select — websites normalised to `https://<host>` (paths stripped); generic hosts dropped (social networks, blogs, app stores,
52	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	69	winner and in `data/seed/dropped.json`). Then the diversified selection below. Output `data/seed/selected.json` (+ a reserve of
55	70	boost candidates per top-level industry).
56	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	74	A `GROUP BY` with many `SAMPLE()` aggregates makes Blazegraph throw `StackOverflowError`, hence plain queries reduced in Python.
59	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	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	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	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	109	over-represented among high-sitelink items are capped too (airlines 5 %, video-game developers 4 %, record labels / publishers /
73	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	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	113	* Industry floor — every top-level industry gets ≥ 60 companies where the data allows, topped up from the industry-boost reserve.
77	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	122	s_sitelinks = min(1, ln(1 + sitelinks) / ln(1 + 300)) # 300 sitelinks ≈ the most-linked companies
86	123	s_employees = min(1, log10(1 + employees) / 6) # 1,000,000 employees → 1
87	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	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	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)
143		−
144		−* 24,448 candidates from 30 classes + boosts; 2,402 excluded as dissolved (P576); 8,086 companies assembled (target 8,000 + industry
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).
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,
147		− AU 154); 60-minimums met except BR 59, MX 59, ID 58 (one or two companies short after dissolution/domain de-duplication);
148		− every top-level industry ≥ 60. 257 companies (3.2 %) have no country on Wikidata; 384 (4.7 %) have no industry mapping.
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.
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
151		− PARENT_OF/SUBSIDIARY_OF rows, 8,075 `discover` jobs; second run 0 new. About 18 s per run.
	182	+## Harvest of 2026-09-13 (current registry, 30 k scale-up)
	183	+
	184	+* 51,286 candidates with a website from 44 P31 classes × sitelink bands ≥ 3 (39,684 first seen there), 250 stock exchanges scanned in
	185	+ 13 P414 queries (13,541 currently listed items; 7,664 first seen there), employees ≥ 500 / revenue bands per class (1,723 + 1,748),
	186	+ industry boosts 354, country boosts 103. 854 live SPARQL queries + 418 cached, 5,306 s (≈ 1 h 30, including ~10 min of `429`
	187	+ back-off); the whole candidate stage is now cached, so a re-run costs only the new detail batches.
	188	+* Exclusions: 3,580 dissolved (P576 / P582); 89 generic / invalid websites; 1,639 duplicate registrable domains (1,458 winners carry a
	189	+ `related_domain_conflict` note); 652 non-companies removed at assemble (515 by P31 class — 170 nonprofit organisations, 40 government
	190	+ agencies, 30 universities, 27 museums, 20 learned societies, …; 137 by description).
	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	209	## Known gaps
154	210
155	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
158		− their 60 minimum; country-first boost queries for larger countries time out on the endpoint (they only matter below 5 sitelinks).
159		−* Industry slugs come from P452 labels and, failing that, the boost query / description keywords; ~5 % of companies have none
160		− (the LLM `classify_industry` job and the crawl fill them later). The class mix over-represents media/entertainment and transport
161		− even after the class caps (Wikidata has many well-linked airlines, labels, publishers and game studios).
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
163		− (no fuzzy guessing, spec §6 "do not merge on similar names").
	213	+* Coverage follows Wikidata: companies without an official website there are absent; country-first boost queries for larger countries
	214	+ time out on the endpoint (they no longer matter: every minimum is met from the bands).
	215	+* Industry slugs come from P452 labels and, failing that, the boost query / description / class keywords; **~16 % of companies have
	216	+ none** — almost all of them listed small caps (Tokyo, Bursa Malaysia, Korea Exchange, Tel Aviv, Shenzhen …) whose Wikidata item has no
	217	+ P452 and a bare "public company" description; the LLM `classify_industry` job and the crawl fill them later. Only ~360 carry a P452
	218	+ label the taxonomy does not know (`registry/industries.yaml` keywords were extended for the commonest ones on 2026-09-13).
	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	225	* `assemble` regenerates the NDJSON from the Wikidata cache and therefore drops EDGAR fields — always run `seed_edgar.py` after it.
165	226	* `hq_region` is the P131 parent of the HQ item and is sometimes the country itself.
166	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	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	7	## Tiers
8	8
9	9	\| Tier \| Companies \|
10	10	\|---\|---\|
11		−\| 1 (global) \| 150 \|
12		−\| 2 (major) \| 800 \|
13		−\| 3 (notable) \| 2500 \|
14		−\| 4 (long tail) \| 4636 \|
	11	+\| 1 (global) \| 324 \|
	12	+\| 2 (major) \| 2159 \|
	13	+\| 3 (notable) \| 8633 \|
	14	+\| 4 (long tail) \| 21252 \|
15	15
16	16	## Regions
17	17
18	18	\| Region \| Companies \|
19	19	\|---\|---\|
20		−\| Europe \| 3276 \|
21		−\| Americas \| 2193 \|
22		−\| Asia \| 1998 \|
23		−\| other \| 257 \|
24		−\| Africa \| 192 \|
25		−\| Oceania \| 170 \|
	20	+\| Europe \| 11795 \|
	21	+\| Asia \| 10334 \|
	22	+\| Americas \| 8032 \|
	23	+\| other \| 990 \|
	24	+\| Africa \| 641 \|
	25	+\| Oceania \| 576 \|
26	26
27	27	## Countries
28	28
29	29	\| Code \| Country \| Companies \| Share \|
30	30	\|---\|---\|---\|---\|
31		−\| US \| United States \| 1809 \| 22.4 % \|
32		−\| JP \| Japan \| 602 \| 7.4 % \|
33		−\| DE \| Germany \| 557 \| 6.9 % \|
34		−\| GB \| United Kingdom \| 536 \| 6.6 % \|
35		−\| CN \| China \| 308 \| 3.8 % \|
36		−\| ?? \| unknown \| 257 \| 3.2 % \|
37		−\| IT \| Italy \| 238 \| 2.9 % \|
38		−\| CH \| Switzerland \| 206 \| 2.5 % \|
39		−\| RU \| Russia \| 206 \| 2.5 % \|
40		−\| CA \| Canada \| 191 \| 2.4 % \|
41		−\| FR \| France \| 175 \| 2.2 % \|
42		−\| SE \| Sweden \| 160 \| 2.0 % \|
43		−\| KR \| South Korea \| 156 \| 1.9 % \|
44		−\| AU \| Australia \| 154 \| 1.9 % \|
45		−\| IN \| India \| 152 \| 1.9 % \|
46		−\| ES \| Spain \| 132 \| 1.6 % \|
47		−\| NL \| Netherlands \| 117 \| 1.4 % \|
48		−\| TW \| Taiwan \| 96 \| 1.2 % \|
49		−\| FI \| Finland \| 89 \| 1.1 % \|
50		−\| AT \| Austria \| 86 \| 1.1 % \|
51		−\| CZ \| Czechia \| 86 \| 1.1 % \|
52		−\| DK \| Denmark \| 80 \| 1.0 % \|
53		−\| IL \| Israel \| 75 \| 0.9 % \|
54		−\| PL \| Poland \| 68 \| 0.8 % \|
55		−\| NO \| Norway \| 61 \| 0.8 % \|
56		−\| SG \| Singapore \| 61 \| 0.8 % \|
57		−\| ZA \| South Africa \| 61 \| 0.8 % \|
58		−\| AE \| United Arab Emirates \| 61 \| 0.8 % \|
59		−\| SA \| Saudi Arabia \| 60 \| 0.7 % \|
60		−\| HK \| Hong Kong \| 60 \| 0.7 % \|
61		−\| NG \| Nigeria \| 60 \| 0.7 % \|
62		−\| MX \| Mexico \| 59 \| 0.7 % \|
63		−\| BR \| Brazil \| 59 \| 0.7 % \|
64		−\| ID \| Indonesia \| 58 \| 0.7 % \|
65		−\| TR \| Türkiye \| 57 \| 0.7 % \|
66		−\| BE \| Belgium \| 55 \| 0.7 % \|
67		−\| UA \| Ukraine \| 50 \| 0.6 % \|
68		−\| MY \| Malaysia \| 36 \| 0.4 % \|
69		−\| IE \| Ireland \| 35 \| 0.4 % \|
70		−\| PT \| Portugal \| 32 \| 0.4 % \|
71		−\| TH \| Thailand \| 30 \| 0.4 % \|
72		−\| HR \| Croatia \| 30 \| 0.4 % \|
73		−\| GR \| Greece \| 26 \| 0.3 % \|
74		−\| HU \| Hungary \| 23 \| 0.3 % \|
75		−\| BY \| Belarus \| 22 \| 0.3 % \|
76		−\| IR \| Iran \| 21 \| 0.3 % \|
77		−\| RS \| Serbia \| 19 \| 0.2 % \|
78		−\| RO \| Romania \| 19 \| 0.2 % \|
79		−\| EE \| Estonia \| 19 \| 0.2 % \|
80		−\| VN \| Vietnam \| 19 \| 0.2 % \|
81		−\| SI \| Slovenia \| 18 \| 0.2 % \|
82		−\| LU \| Luxembourg \| 17 \| 0.2 % \|
83		−\| PH \| Philippines \| 17 \| 0.2 % \|
84		−\| LV \| Latvia \| 17 \| 0.2 % \|
85		−\| LT \| Lithuania \| 16 \| 0.2 % \|
86		−\| KZ \| Kazakhstan \| 15 \| 0.2 % \|
87		−\| AR \| Argentina \| 14 \| 0.2 % \|
88		−\| SK \| Slovakia \| 14 \| 0.2 % \|
89		−\| AZ \| Azerbaijan \| 12 \| 0.1 % \|
90		−\| NZ \| New Zealand \| 11 \| 0.1 % \|
91		−\| EG \| Egypt \| 11 \| 0.1 % \|
92		−\| IS \| Iceland \| 11 \| 0.1 % \|
93		−\| CL \| Chile \| 10 \| 0.1 % \|
94		−\| CO \| Colombia \| 9 \| 0.1 % \|
95		−\| CY \| Cyprus \| 9 \| 0.1 % \|
96		−\| BG \| Bulgaria \| 9 \| 0.1 % \|
97		−\| BM \| Bermuda \| 8 \| 0.1 % \|
98		−\| QA \| Qatar \| 8 \| 0.1 % \|
99		−\| GE \| Georgia \| 8 \| 0.1 % \|
100		−\| MA \| Morocco \| 8 \| 0.1 % \|
101		−\| MD \| Moldova \| 7 \| 0.1 % \|
102		−\| KW \| Kuwait \| 7 \| 0.1 % \|
103		−\| AF \| Afghanistan \| 7 \| 0.1 % \|
104		−\| BA \| Bosnia and Herzegovina \| 7 \| 0.1 % \|
105		−\| FO \| Faroe Islands \| 6 \| 0.1 % \|
106		−\| GL \| Greenland \| 6 \| 0.1 % \|
107		−\| DZ \| Algeria \| 6 \| 0.1 % \|
108		−\| PK \| Pakistan \| 6 \| 0.1 % \|
109		−\| LI \| Liechtenstein \| 5 \| 0.1 % \|
110		−\| UZ \| Uzbekistan \| 5 \| 0.1 % \|
111		−\| LK \| Sri Lanka \| 5 \| 0.1 % \|
112		−\| MT \| Malta \| 5 \| 0.1 % \|
113		−\| AL \| Albania \| 5 \| 0.1 % \|
114		−\| TN \| Tunisia \| 5 \| 0.1 % \|
115		−\| VE \| Venezuela \| 5 \| 0.1 % \|
116		−\| AM \| Armenia \| 4 \| 0.0 % \|
117		−\| BD \| Bangladesh \| 4 \| 0.0 % \|
118		−\| JO \| Jordan \| 4 \| 0.0 % \|
119		−\| OM \| Oman \| 4 \| 0.0 % \|
120		−\| IQ \| Iraq \| 4 \| 0.0 % \|
121		−\| NP \| Nepal \| 4 \| 0.0 % \|
122		−\| CU \| Cuba \| 4 \| 0.0 % \|
	31	+\| US \| United States \| 6285 \| 19.4 % \|
	32	+\| JP \| Japan \| 3382 \| 10.4 % \|
	33	+\| DE \| Germany \| 2310 \| 7.1 % \|
	34	+\| GB \| United Kingdom \| 1548 \| 4.8 % \|
	35	+\| CN \| China \| 1374 \| 4.2 % \|
	36	+\| ?? \| unknown \| 990 \| 3.1 % \|
	37	+\| MY \| Malaysia \| 869 \| 2.7 % \|
	38	+\| KR \| South Korea \| 846 \| 2.6 % \|
	39	+\| IT \| Italy \| 844 \| 2.6 % \|
	40	+\| RU \| Russia \| 751 \| 2.3 % \|
	41	+\| ID \| Indonesia \| 731 \| 2.3 % \|
	42	+\| CA \| Canada \| 723 \| 2.2 % \|
	43	+\| IL \| Israel \| 696 \| 2.2 % \|
	44	+\| ES \| Spain \| 551 \| 1.7 % \|
	45	+\| CH \| Switzerland \| 545 \| 1.7 % \|
	46	+\| FR \| France \| 533 \| 1.6 % \|
	47	+\| SE \| Sweden \| 495 \| 1.5 % \|
	48	+\| AU \| Australia \| 473 \| 1.5 % \|
	49	+\| NL \| Netherlands \| 441 \| 1.4 % \|
	50	+\| IN \| India \| 436 \| 1.3 % \|
	51	+\| PL \| Poland \| 423 \| 1.3 % \|
	52	+\| NO \| Norway \| 391 \| 1.2 % \|
	53	+\| BR \| Brazil \| 388 \| 1.2 % \|
	54	+\| TW \| Taiwan \| 326 \| 1.0 % \|
	55	+\| FI \| Finland \| 300 \| 0.9 % \|
	56	+\| AT \| Austria \| 284 \| 0.9 % \|
	57	+\| DK \| Denmark \| 283 \| 0.9 % \|
	58	+\| BE \| Belgium \| 280 \| 0.9 % \|
	59	+\| UA \| Ukraine \| 252 \| 0.8 % \|
	60	+\| CZ \| Czechia \| 208 \| 0.6 % \|
	61	+\| TR \| Türkiye \| 185 \| 0.6 % \|
	62	+\| SA \| Saudi Arabia \| 181 \| 0.6 % \|
	63	+\| TH \| Thailand \| 130 \| 0.4 % \|
	64	+\| NP \| Nepal \| 127 \| 0.4 % \|
	65	+\| MX \| Mexico \| 126 \| 0.4 % \|
	66	+\| IR \| Iran \| 113 \| 0.3 % \|
	67	+\| RO \| Romania \| 111 \| 0.3 % \|
	68	+\| BY \| Belarus \| 111 \| 0.3 % \|
	69	+\| AR \| Argentina \| 111 \| 0.3 % \|
	70	+\| ZA \| South Africa \| 108 \| 0.3 % \|
	71	+\| PT \| Portugal \| 104 \| 0.3 % \|
	72	+\| IE \| Ireland \| 94 \| 0.3 % \|
	73	+\| CL \| Chile \| 92 \| 0.3 % \|
	74	+\| GR \| Greece \| 89 \| 0.3 % \|
	75	+\| PH \| Philippines \| 84 \| 0.3 % \|
	76	+\| NZ \| New Zealand \| 81 \| 0.3 % \|
	77	+\| SG \| Singapore \| 78 \| 0.2 % \|
	78	+\| EE \| Estonia \| 78 \| 0.2 % \|
	79	+\| AE \| United Arab Emirates \| 77 \| 0.2 % \|
	80	+\| HK \| Hong Kong \| 77 \| 0.2 % \|
	81	+\| HR \| Croatia \| 72 \| 0.2 % \|
	82	+\| HU \| Hungary \| 72 \| 0.2 % \|
	83	+\| LT \| Lithuania \| 69 \| 0.2 % \|
	84	+\| NG \| Nigeria \| 67 \| 0.2 % \|
	85	+\| LV \| Latvia \| 65 \| 0.2 % \|
	86	+\| PK \| Pakistan \| 62 \| 0.2 % \|
	87	+\| EG \| Egypt \| 61 \| 0.2 % \|
	88	+\| LU \| Luxembourg \| 59 \| 0.2 % \|
	89	+\| RS \| Serbia \| 59 \| 0.2 % \|
	90	+\| SK \| Slovakia \| 57 \| 0.2 % \|
	91	+\| CO \| Colombia \| 53 \| 0.2 % \|
	92	+\| SI \| Slovenia \| 48 \| 0.1 % \|
	93	+\| VN \| Vietnam \| 47 \| 0.1 % \|
	94	+\| KZ \| Kazakhstan \| 45 \| 0.1 % \|
	95	+\| BG \| Bulgaria \| 45 \| 0.1 % \|
	96	+\| MA \| Morocco \| 45 \| 0.1 % \|
	97	+\| VE \| Venezuela \| 45 \| 0.1 % \|
	98	+\| AZ \| Azerbaijan \| 44 \| 0.1 % \|
	99	+\| LK \| Sri Lanka \| 43 \| 0.1 % \|
	100	+\| IS \| Iceland \| 38 \| 0.1 % \|
	101	+\| TN \| Tunisia \| 36 \| 0.1 % \|
	102	+\| BD \| Bangladesh \| 35 \| 0.1 % \|
	103	+\| UZ \| Uzbekistan \| 34 \| 0.1 % \|
	104	+\| AM \| Armenia \| 33 \| 0.1 % \|
	105	+\| PE \| Peru \| 31 \| 0.1 % \|
	106	+\| DZ \| Algeria \| 29 \| 0.1 % \|
	107	+\| MD \| Moldova \| 27 \| 0.1 % \|
	108	+\| MT \| Malta \| 26 \| 0.1 % \|
	109	+\| KE \| Kenya \| 25 \| 0.1 % \|
	110	+\| BM \| Bermuda \| 24 \| 0.1 % \|
	111	+\| AL \| Albania \| 23 \| 0.1 % \|
	112	+\| CY \| Cyprus \| 22 \| 0.1 % \|
	113	+\| QA \| Qatar \| 22 \| 0.1 % \|
	114	+\| GE \| Georgia \| 20 \| 0.1 % \|
	115	+\| JO \| Jordan \| 20 \| 0.1 % \|
	116	+\| GH \| Ghana \| 20 \| 0.1 % \|
	117	+\| BA \| Bosnia and Herzegovina \| 20 \| 0.1 % \|
	118	+\| SY \| Syria \| 19 \| 0.1 % \|
	119	+\| KW \| Kuwait \| 19 \| 0.1 % \|
	120	+\| LY \| Libya \| 17 \| 0.1 % \|
	121	+\| BO \| Bolivia \| 16 \| 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	196	\| GI \| Gibraltar \| 3 \| 0.0 % \|
124		−\| SY \| Syria \| 3 \| 0.0 % \|
125		−\| KY \| Cayman Islands \| 3 \| 0.0 % \|
126		−\| JM \| Jamaica \| 3 \| 0.0 % \|
127		−\| KE \| Kenya \| 3 \| 0.0 % \|
128		−\| CD \| DR Congo \| 3 \| 0.0 % \|
129		−\| LY \| Libya \| 3 \| 0.0 % \|
130		−\| TZ \| Tanzania \| 3 \| 0.0 % \|
131		−\| MN \| Mongolia \| 3 \| 0.0 % \|
132		−\| SC \| Seychelles \| 2 \| 0.0 % \|
133		−\| AO \| Angola \| 2 \| 0.0 % \|
134		−\| MK \| North Macedonia \| 2 \| 0.0 % \|
135		−\| KP \| North Korea \| 2 \| 0.0 % \|
136		−\| ET \| Ethiopia \| 2 \| 0.0 % \|
137		−\| BH \| Bahrain \| 2 \| 0.0 % \|
138		−\| TM \| Turkmenistan \| 2 \| 0.0 % \|
139		−\| VA \| Vatican City \| 2 \| 0.0 % \|
140		−\| BT \| Bhutan \| 2 \| 0.0 % \|
141		−\| ZW \| Zimbabwe \| 2 \| 0.0 % \|
142		−\| NA \| Namibia \| 2 \| 0.0 % \|
143		−\| TJ \| Tajikistan \| 2 \| 0.0 % \|
144		−\| MZ \| Mozambique \| 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 % \|
	197	+\| TG \| Togo \| 3 \| 0.0 % \|
	198	+\| PG \| Papua New Guinea \| 3 \| 0.0 % \|
	199	+\| YE \| Yemen \| 3 \| 0.0 % \|
	200	+\| DJ \| Djibouti \| 3 \| 0.0 % \|
	201	+\| MH \| Marshall Islands \| 3 \| 0.0 % \|
	202	+\| WS \| Samoa \| 3 \| 0.0 % \|
	203	+\| BZ \| Belize \| 3 \| 0.0 % \|
	204	+\| MW \| Malawi \| 3 \| 0.0 % \|
	205	+\| AW \| Aruba \| 3 \| 0.0 % \|
	206	+\| ER \| Eritrea \| 2 \| 0.0 % \|
	207	+\| KI \| Kiribati \| 2 \| 0.0 % \|
	208	+\| ST \| Sao Tome and Principe \| 2 \| 0.0 % \|
	209	+\| KM \| Comoros \| 2 \| 0.0 % \|
	210	+\| TO \| Tonga \| 2 \| 0.0 % \|
	211	+\| NI \| Nicaragua \| 2 \| 0.0 % \|
	212	+\| SZ \| Eswatini \| 2 \| 0.0 % \|
	213	+\| BI \| Burundi \| 2 \| 0.0 % \|
	214	+\| VC \| Saint Vincent and the Grenadines \| 2 \| 0.0 % \|
	215	+\| PR \| Puerto Rico \| 2 \| 0.0 % \|
	216	+\| PY \| Paraguay \| 2 \| 0.0 % \|
	217	+\| GM \| Gambia \| 2 \| 0.0 % \|
152	218	\| AG \| Antigua and Barbuda \| 1 \| 0.0 % \|
153		−\| CW \| Curaçao \| 1 \| 0.0 % \|
154		−\| TG \| Togo \| 1 \| 0.0 % \|
155	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	220	\| BF \| Burkina Faso \| 1 \| 0.0 % \|
170		−\| DJ \| Djibouti \| 1 \| 0.0 % \|
171		−\| CM \| Cameroon \| 1 \| 0.0 % \|
	221	+\| MO \| Macao \| 1 \| 0.0 % \|
172	222	\| VU \| Vanuatu \| 1 \| 0.0 % \|
173		−\| TT \| Trinidad and Tobago \| 1 \| 0.0 % \|
174	223	\| CK \| Cook Islands \| 1 \| 0.0 % \|
175		−\| SR \| Suriname \| 1 \| 0.0 % \|
176		−\| SO \| Somalia \| 1 \| 0.0 % \|
177		−\| ER \| Eritrea \| 1 \| 0.0 % \|
178		−\| HT \| Haiti \| 1 \| 0.0 % \|
179		−\| PE \| Peru \| 1 \| 0.0 % \|
180		−\| PS \| Palestine \| 1 \| 0.0 % \|
181		−\| SM \| San Marino \| 1 \| 0.0 % \|
182		−\| KG \| Kyrgyzstan \| 1 \| 0.0 % \|
183		−\| UG \| Uganda \| 1 \| 0.0 % \|
184		−\| BO \| Bolivia \| 1 \| 0.0 % \|
185		−\| MW \| Malawi \| 1 \| 0.0 % \|
186		−\| GH \| Ghana \| 1 \| 0.0 % \|
187		−\| GT \| Guatemala \| 1 \| 0.0 % \|
	224	+\| SB \| Solomon Islands \| 1 \| 0.0 % \|
	225	+\| SX \| Sint Maarten \| 1 \| 0.0 % \|
	226	+\| TC \| Turks and Caicos Islands \| 1 \| 0.0 % \|
	227	+\| PW \| Palau \| 1 \| 0.0 % \|
	228	+\| CF \| Central African Republic \| 1 \| 0.0 % \|
	229	+\| GY \| Guyana \| 1 \| 0.0 % \|
	230	+\| FK \| Falkland Islands \| 1 \| 0.0 % \|
	231	+\| BB \| Barbados \| 1 \| 0.0 % \|
	232	+\| SL \| Sierra Leone \| 1 \| 0.0 % \|
	233	+\| SH \| Saint Helena \| 1 \| 0.0 % \|
	234	+\| GN \| Guinea \| 1 \| 0.0 % \|
	235	+\| GW \| Guinea-Bissau \| 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	283	## Top-level industries (a company counts once per top-level sector)
190	284
191	285	\| Industry \| Companies \|
192	286	\|---\|---\|
193		−\| Media \| 1549 \|
194		−\| Technology \| 857 \|
195		−\| Transportation \| 838 \|
196		−\| Consumer Goods \| 824 \|
197		−\| Manufacturing \| 738 \|
198		−\| Financial Services \| 705 \|
199		−\| Automotive \| 479 \|
200		−\| Retail \| 380 \|
201		−\| Aerospace & Defense \| 332 \|
202		−\| Energy \| 319 \|
203		−\| Telecommunications \| 255 \|
204		−\| Mining & Metals \| 177 \|
205		−\| Healthcare \| 177 \|
206		−\| Education \| 174 \|
207		−\| Construction \| 147 \|
208		−\| Chemicals \| 118 \|
209		−\| Professional Services \| 114 \|
210		−\| Hospitality \| 75 \|
211		−\| Travel & Tourism \| 60 \|
212		−\| Agriculture \| 60 \|
213		−\| Materials \| 60 \|
214		−\| Real Estate \| 60 \|
215		−\| Utilities \| 60 \|
	287	+\| Media \| 4707 \|
	288	+\| Consumer Goods \| 3164 \|
	289	+\| Financial Services \| 3081 \|
	290	+\| Transportation \| 2957 \|
	291	+\| Technology \| 2409 \|
	292	+\| Manufacturing \| 2114 \|
	293	+\| Retail \| 1539 \|
	294	+\| Energy \| 1321 \|
	295	+\| Automotive \| 1111 \|
	296	+\| Healthcare \| 987 \|
	297	+\| Aerospace & Defense \| 826 \|
	298	+\| Telecommunications \| 792 \|
	299	+\| Mining & Metals \| 765 \|
	300	+\| Construction \| 664 \|
	301	+\| Professional Services \| 533 \|
	302	+\| Real Estate \| 432 \|
	303	+\| Chemicals \| 413 \|
	304	+\| Hospitality \| 308 \|
	305	+\| Materials \| 263 \|
	306	+\| Agriculture \| 262 \|
	307	+\| Utilities \| 251 \|
	308	+\| Travel & Tourism \| 210 \|
	309	+\| Education \| 173 \|
216	310
217	311	## All industries
218	312
219	313	\| Slug \| Companies \|
220	314	\|---\|---\|
221		−\| media \| 613 \|
222		−\| manufacturing \| 612 \|
223		−\| entertainment \| 592 \|
224		−\| financial-services \| 497 \|
225		−\| automotive \| 479 \|
226		−\| technology \| 439 \|
227		−\| food-beverage \| 415 \|
228		−\| gaming \| 412 \|
229		−\| airlines \| 386 \|
230		−\| retail \| 380 \|
231		−\| transportation \| 305 \|
232		−\| telecommunications \| 255 \|
233		−\| consumer-goods \| 248 \|
234		−\| aerospace-defense \| 223 \|
235		−\| banking \| 195 \|
236		−\| apparel \| 189 \|
237		−\| software \| 178 \|
238		−\| mining \| 177 \|
239		−\| education \| 174 \|
240		−\| oil-gas \| 173 \|
241		−\| internet \| 158 \|
242		−\| defense \| 147 \|
243		−\| construction \| 147 \|
244		−\| energy \| 131 \|
245		−\| industrial-machinery \| 130 \|
246		−\| logistics \| 123 \|
247		−\| chemicals \| 118 \|
248		−\| insurance \| 105 \|
249		−\| pharmaceuticals \| 104 \|
250		−\| professional-services \| 86 \|
251		−\| asset-management \| 79 \|
252		−\| hospitality \| 75 \|
253		−\| semiconductors \| 64 \|
254		−\| travel \| 60 \|
255		−\| agriculture \| 60 \|
256		−\| materials \| 60 \|
257		−\| real-estate \| 60 \|
258		−\| utilities \| 60 \|
259		−\| shipping \| 52 \|
260		−\| healthcare \| 49 \|
261		−\| e-commerce \| 41 \|
262		−\| consulting \| 33 \|
263		−\| cloud-infrastructure \| 32 \|
264		−\| biotechnology \| 31 \|
265		−\| artificial-intelligence \| 29 \|
266		−\| renewables \| 26 \|
267		−\| cybersecurity \| 24 \|
268		−\| medical-devices \| 17 \|
269		−\| robotics \| 14 \|
270		−\| fintech \| 14 \|
271		−\| payments \| 11 \|
272		−
	315	+\| food-beverage \| 1971 \|
	316	+\| media \| 1943 \|
	317	+\| entertainment \| 1885 \|
	318	+\| manufacturing \| 1722 \|
	319	+\| financial-services \| 1672 \|
	320	+\| retail \| 1539 \|
	321	+\| transportation \| 1255 \|
	322	+\| airlines \| 1232 \|
	323	+\| technology \| 1198 \|
	324	+\| automotive \| 1111 \|
	325	+\| gaming \| 1017 \|
	326	+\| banking \| 826 \|
	327	+\| telecommunications \| 792 \|
	328	+\| mining \| 765 \|
	329	+\| consumer-goods \| 758 \|
	330	+\| construction \| 664 \|
	331	+\| energy \| 647 \|
	332	+\| oil-gas \| 610 \|
	333	+\| aerospace-defense \| 575 \|
	334	+\| software \| 561 \|
	335	+\| apparel \| 542 \|
	336	+\| asset-management \| 536 \|
	337	+\| pharmaceuticals \| 445 \|
	338	+\| real-estate \| 432 \|
	339	+\| professional-services \| 430 \|
	340	+\| chemicals \| 413 \|
	341	+\| industrial-machinery \| 388 \|
	342	+\| insurance \| 387 \|
	343	+\| logistics \| 372 \|
	344	+\| hospitality \| 308 \|
	345	+\| healthcare \| 307 \|
	346	+\| internet \| 302 \|
	347	+\| defense \| 297 \|
	348	+\| materials \| 263 \|
	349	+\| agriculture \| 262 \|
	350	+\| utilities \| 251 \|
	351	+\| travel \| 210 \|
	352	+\| biotechnology \| 208 \|
	353	+\| shipping \| 200 \|
	354	+\| education \| 173 \|
	355	+\| semiconductors \| 161 \|
	356	+\| e-commerce \| 153 \|
	357	+\| renewables \| 114 \|
	358	+\| consulting \| 109 \|
	359	+\| fintech \| 84 \|
	360	+\| cloud-infrastructure \| 75 \|
	361	+\| medical-devices \| 74 \|
	362	+\| cybersecurity \| 73 \|
	363	+\| artificial-intelligence \| 59 \|
	364	+\| robotics \| 43 \|
	365	+\| payments \| 37 \|
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`.
277		− 755 cached SPARQL results under `data/seed/wikidata/sparql/`; first pass 1,768 s (543 live queries), corrective pass 192 s + 185 s.
278		−* Candidates: 24,448 from 30 P31 classes (sitelinks ≥ 5, large classes chunked in sitelink bands) + industry boosts (sitelinks ≥ 2)
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
280		− endpoint time limit and skipped).
281		−* Exclusions: 2,402 dissolved (P576); 68 generic / invalid websites; 736 duplicate registrable domains (highest sitelinks kept, the
282		− losers are listed as `notes[].related_domain_conflict` on 375 winners); 0 parent/child domain conflicts after that.
283		−* Selection: target 8,000 in sitelink order with caps (US ≤ 40 %, other countries ≤ 12 %, unknown ≤ 3 %, narrow classes 2–5 %) after
284		− taking the country minimums; +86 companies added by the industry top-up (every top-level industry ≥ 60) → 8,086.
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,
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`.
	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`.
	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.
	371	+* Dissolved check (P576 / P582, 171 queries of 300 QIDs): 3,580 of 51,286 candidates excluded.
	372	+* Prefilter: 89 generic / invalid websites dropped, 1,639 duplicate registrable domains (highest sitelinks kept), 45,978 kept (12,935 listed).
	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.
	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`.
	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.
	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.
	377	+* Country minimums: all met (JP 3382, DE 2310, GB 1548, CN 1374, KR 846, IT 844, ID 731, CA 723 …).
	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.

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"}
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"}
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"}}
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"}
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"}
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"}
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"}
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"}
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"}
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"}
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"}
12		−{"wikidata_id": "Q905998", "display_name": "Sasol", "legal_name": null, "aliases": ["Sasol Limited", "Sasol Ltd"], "website": "https://www.sasol.com", "canonical_domain": "sasol.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["oil-gas"], "industry_labels": ["petroleum industry"], "founded_year": 1950, "employees": null, "public_company": true, "ticker": "SSL", "exchange": "New York Stock Exchange", "lei": "378900F4544561A97588", "sec_cik": "314590", "parent": null, "logo_url": null, "description": "South African energy and chemical company", "sitelinks": 18, "importance": 0.5096, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00", "source_edgar": {"cik": "314590", "enriched_at": "2026-09-12T09:34:22+00:00"}}
13		−{"wikidata_id": "Q289704", "display_name": "Old Mutual", "legal_name": null, "aliases": ["Old Mutual Limited", "Old Mutual plc", "South African Mutual Life Assurance"], "website": "https://www.oldmutual.com", "canonical_domain": "oldmutual.com", "country": "ZA", "hq_city": "London", "hq_region": "Greater London", "lat": 51.50722, "lon": -0.1275, "industries": ["financial-services"], "industry_labels": ["financial services"], "founded_year": 1845, "employees": null, "public_company": true, "ticker": "OMU", "exchange": "Johannesburg Stock Exchange", "lei": "213800MON84ZWWPQCN47", "sec_cik": null, "parent": null, "logo_url": null, "description": "pan-African investment, savings, insurance, and banking group", "sitelinks": 16, "importance": 0.4979, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
14		−{"wikidata_id": "Q58641733", "display_name": "ABSA Group Limited", "legal_name": null, "aliases": ["1986/003934/06", "Absa Bank"], "website": "https://www.absa.africa", "canonical_domain": "absa.africa", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["financial-services"], "industry_labels": ["financial services"], "founded_year": 1991, "employees": null, "public_company": true, "ticker": "ABG", "exchange": "Johannesburg Stock Exchange", "lei": "2138006IPPRD4N6XLT30", "sec_cik": "1040826", "parent": {"wikidata_id": "Q245343", "name": "Barclays"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Absa_Logo.svg", "description": "South African-based financial services group", "sitelinks": 14, "importance": 0.4847, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
15		−{"wikidata_id": "Q407783", "display_name": "Air Seychelles", "legal_name": null, "aliases": [], "website": "https://www.airseychelles.com", "canonical_domain": "airseychelles.com", "country": "SC", "hq_city": "Mahé", "hq_region": "Inner Islands", "lat": -4.68, "lon": 55.48, "industries": ["airlines"], "industry_labels": [], "founded_year": 1978, "employees": 650, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "national airline of the Seychelles", "sitelinks": 32, "importance": 0.4614, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
16		−{"wikidata_id": "Q1857639", "display_name": "Shoprite", "legal_name": null, "aliases": ["Shoprite (retailer)", "Shoprite Botswana", "Shoprite Holdings", "Shoprite South Africa"], "website": "https://www.shoprite.mw", "canonical_domain": "shoprite.mw", "country": "ZA", "hq_city": "Brackenfell", "hq_region": "City of Cape Town", "lat": -33.86667, "lon": 18.68333, "industries": ["retail"], "industry_labels": ["retail"], "founded_year": 1979, "employees": null, "public_company": true, "ticker": "SHP", "exchange": "Johannesburg Stock Exchange", "lei": "529900Q4O1EYP6NH5150", "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Logo_-_Shoprite_-_SUPERMARCE.jpg", "description": "Africa's largest food retailer", "sitelinks": 11, "importance": 0.4612, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
17		−{"wikidata_id": "Q481472", "display_name": "Sappi", "legal_name": null, "aliases": ["South African Pulp and Paper Industries"], "website": "https://www.sappi.com", "canonical_domain": "sappi.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["materials"], "industry_labels": ["pulp and paper industry"], "founded_year": 1936, "employees": null, "public_company": true, "ticker": "SAP", "exchange": "Johannesburg Stock Exchange", "lei": "549300SSI7XQH8ESJG95", "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/SAP_LOGOsmall.jpg", "description": "global pulp and paper company", "sitelinks": 10, "importance": 0.4521, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
18		−{"wikidata_id": "Q620432", "display_name": "Anglo American Platinum", "legal_name": null, "aliases": ["Amplats", "Anglo American Platinum Limited"], "website": "https://www.angloamericanplatinum.com", "canonical_domain": "angloamericanplatinum.com", "country": "ZA", "hq_city": null, "hq_region": null, "lat": null, "lon": null, "industries": ["mining"], "industry_labels": ["mining"], "founded_year": 1955, "employees": null, "public_company": true, "ticker": "AMS", "exchange": "Johannesburg Stock Exchange", "lei": "529900RORCZ0E5S5FX81", "sec_cik": null, "parent": {"wikidata_id": "Q541451", "name": "Anglo American plc"}, "logo_url": null, "description": "company", "sitelinks": 10, "importance": 0.4521, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
19		−{"wikidata_id": "Q677832", "display_name": "Sonangol Group", "legal_name": null, "aliases": ["Group Sonangol"], "website": "https://www.sonangol.co.ao", "canonical_domain": "sonangol.co.ao", "country": "AO", "hq_city": "Luanda", "hq_region": "Luanda Province", "lat": -8.83833, "lon": 13.23444, "industries": ["oil-gas"], "industry_labels": ["petroleum industry"], "founded_year": 1953, "employees": 10000, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Sonangol_Logo.svg", "description": "Angolan oil and gas company", "sitelinks": 17, "importance": 0.4372, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
20		−{"wikidata_id": "Q1507228", "display_name": "Harmony Gold", "legal_name": "Harmony Gold Mining Company Limited", "aliases": ["Harmony Gold Mining Company"], "website": "https://www.harmony.co.za", "canonical_domain": "harmony.co.za", "country": "ZA", "hq_city": "Randfontein", "hq_region": "Rand West City Local Municipality", "lat": -28.06917, "lon": 26.85194, "industries": ["mining"], "industry_labels": ["gold mining"], "founded_year": 1950, "employees": null, "public_company": true, "ticker": "HMY", "exchange": "Johannesburg Stock Exchange", "lei": "378900986D05F0C29811", "sec_cik": "1023514", "parent": null, "logo_url": null, "description": "gold mining company in South Africa", "sitelinks": 8, "importance": 0.431, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00", "source_edgar": {"cik": "1023514", "enriched_at": "2026-09-12T09:34:22+00:00"}}
21		−{"wikidata_id": "Q8033997", "display_name": "Woolworths", "legal_name": null, "aliases": ["woolies", "Woolworths Holdings Limited"], "website": "https://www.woolworths.co.za", "canonical_domain": "woolworths.co.za", "country": "ZA", "hq_city": "Cape Town", "hq_region": "City of Cape Town", "lat": -33.92528, "lon": 18.42389, "industries": ["retail"], "industry_labels": ["retail"], "founded_year": 1931, "employees": null, "public_company": true, "ticker": "WHL", "exchange": "Johannesburg Stock Exchange", "lei": "37890095421E07184E97", "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Woolworths_South_Africa.png", "description": "South African retail company", "sitelinks": 8, "importance": 0.431, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
22		−{"wikidata_id": "Q2299942", "display_name": "Maroc Telecom", "legal_name": null, "aliases": ["IAM", "Itissalat Al-Maghrib"], "website": "https://www.iam.ma", "canonical_domain": "iam.ma", "country": "MA", "hq_city": "Rabat", "hq_region": "Rabat Prefecture", "lat": 34.02111, "lon": -6.84139, "industries": ["telecommunications", "internet"], "industry_labels": ["telecommunications industry", "mobile phone industry", "Internet industry"], "founded_year": 1998, "employees": 11807, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q543449", "name": "e&"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Maroc_Telecom_logo.png", "description": "Moroccan telecommunications company", "sitelinks": 15, "importance": 0.4272, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
23		−{"wikidata_id": "Q223763", "display_name": "South African Airways", "legal_name": null, "aliases": ["SAA"], "website": "https://www.flysaa.com", "canonical_domain": "flysaa.com", "country": "ZA", "hq_city": "OR Tambo International Airport", "hq_region": "Kempton Park", "lat": -26.13917, "lon": 28.24611, "industries": ["airlines"], "industry_labels": [], "founded_year": 1934, "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_Airways_2019_logo.svg", "description": "flag-carrier airline of South Africa", "sitelinks": 56, "importance": 0.4251, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
24		−{"wikidata_id": "Q245233", "display_name": "Ethiopian Airlines", "legal_name": null, "aliases": ["Ethiopian", "ET", "ETH"], "website": "https://www.ethiopianairlines.com", "canonical_domain": "ethiopianairlines.com", "country": "ET", "hq_city": "Addis Ababa Bole International Airport", "hq_region": "Bole", "lat": 8.97778, "lon": 38.79944, "industries": ["airlines"], "industry_labels": [], "founded_year": 1945, "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/Ethiopian_Airlines_Logo.svg", "description": "flag-carrier airline of Ethiopia", "sitelinks": 54, "importance": 0.4213, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
25		−{"wikidata_id": "Q21639712", "display_name": "Sibanye-Stillwater", "legal_name": null, "aliases": ["Sibanye Gold", "Sibanye Stillwater", "Sibanye Stillwater Ltd"], "website": "https://sibanyestillwater.com", "canonical_domain": "sibanyestillwater.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["mining"], "industry_labels": ["mining", "gold mining"], "founded_year": 2012, "employees": null, "public_company": true, "ticker": "SSW", "exchange": "Johannesburg Stock Exchange", "lei": null, "sec_cik": "1786909", "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Sibanye-Stillwater.svg", "description": "the largest individual producer of gold from South Africa", "sitelinks": 7, "importance": 0.4186, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00", "source_edgar": {"cik": "1786909", "enriched_at": "2026-09-12T09:34:22+00:00"}}
26		−{"wikidata_id": "Q620398", "display_name": "Impala Platinum", "legal_name": null, "aliases": ["Implats"], "website": "https://www.implats.co.za", "canonical_domain": "implats.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["mining"], "industry_labels": ["mining"], "founded_year": 1973, "employees": null, "public_company": true, "ticker": "IMPUY", "exchange": "OTC Markets Group", "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "multinational mining corporation based in South Africa", "sitelinks": 7, "importance": 0.4186, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
27		−{"wikidata_id": "Q6309678", "display_name": "Julius Berger Nigeria", "legal_name": "Julius Berger", "aliases": [], "website": "https://www.julius-berger.com", "canonical_domain": "julius-berger.com", "country": "NG", "hq_city": "Abuja", "hq_region": "Federal Capital Territory", "lat": 9.91936, "lon": 7.3511, "industries": ["construction"], "industry_labels": ["construction"], "founded_year": 1950, "employees": null, "public_company": true, "ticker": "JBERGER", "exchange": "Nigerian Exchange Group", "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Nigerian construction company", "sitelinks": 7, "importance": 0.4186, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
28		−{"wikidata_id": "Q374740", "display_name": "EgyptAir", "legal_name": null, "aliases": ["MS", "MSR", "Egypt Air", "United Arab Airlines"], "website": "https://www.egyptair.com", "canonical_domain": "egyptair.com", "country": "EG", "hq_city": "Cairo", "hq_region": "Cairo Governorate", "lat": 30.04444, "lon": 31.23583, "industries": ["airlines"], "industry_labels": [], "founded_year": 1932, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q33093184", "name": "EgyptAir Holding Company"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Egyptair-Logo-2010.svg", "description": "national airline of Egypt", "sitelinks": 52, "importance": 0.4174, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
29		−{"wikidata_id": "Q930225", "display_name": "Ecobank", "legal_name": null, "aliases": ["Ecobank Transnational Inc."], "website": "https://www.ecobank.com", "canonical_domain": "ecobank.com", "country": "TG", "hq_city": "Lomé", "hq_region": "Golfe Prefecture", "lat": 6.13, "lon": 1.21583, "industries": ["financial-services"], "industry_labels": ["financial services", "financial sector"], "founded_year": 1985, "employees": 20331, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Ecobank_Logo.svg", "description": "pan-African banking conglomerate", "sitelinks": 12, "importance": 0.4133, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00", "notes": [{"related_domain_conflict": "Q5333156"}]}
30		−{"wikidata_id": "Q638900", "display_name": "Kenya Airways", "legal_name": null, "aliases": ["Kenya Airways Ltd"], "website": "https://www.kenya-airways.com", "canonical_domain": "kenya-airways.com", "country": "KE", "hq_city": "Embakasi", "hq_region": "Nairobi City County", "lat": -1.3, "lon": 36.91667, "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": "https://commons.wikimedia.org/wiki/Special:FilePath/Kenya_Airways_logo.svg", "description": "flag-carrier airline of Kenya", "sitelinks": 49, "importance": 0.4113, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
31		−{"wikidata_id": "Q2060638", "display_name": "Banque Misr", "legal_name": null, "aliases": [], "website": "https://www.banquemisr.com", "canonical_domain": "banquemisr.com", "country": "EG", "hq_city": "Cairo", "hq_region": "Cairo Governorate", "lat": 30.04444, "lon": 31.23583, "industries": ["banking"], "industry_labels": [], "founded_year": 1920, "employees": 20000, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Banque_Misr.svg", "description": "Egyptian bank", "sitelinks": 10, "importance": 0.3955, "tier": 3, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
32		−{"wikidata_id": "Q407556", "display_name": "Air Mauritius", "legal_name": null, "aliases": ["Air Mauritius Limited"], "website": "https://www.airmauritius.com", "canonical_domain": "airmauritius.com", "country": "MU", "hq_city": "Port Louis", "hq_region": "Port Louis District", "lat": -20.16194, "lon": 57.49889, "industries": ["airlines"], "industry_labels": [], "founded_year": 1967, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": "2549006Z2WEMVZ49ES85", "sec_cik": null, "parent": null, "logo_url": null, "description": "flag-carrier airline of Mauritius", "sitelinks": 41, "importance": 0.3929, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
33		−{"wikidata_id": "Q5978240", "display_name": "Zenith Bank", "legal_name": "Zenith Bank", "aliases": ["Zenith Bank Plc."], "website": "https://www.zenithbank.com", "canonical_domain": "zenithbank.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["banking"], "industry_labels": ["economics of banking"], "founded_year": 1990, "employees": null, "public_company": true, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q5978240", "name": "Zenith Bank"}, "logo_url": null, "description": "Nigerian commercial financial services company", "sitelinks": 15, "importance": 0.3915, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
34		−{"wikidata_id": "Q866103", "display_name": "Royal Air Maroc", "legal_name": null, "aliases": [], "website": "https://www.royalairmaroc.com", "canonical_domain": "royalairmaroc.com", "country": "MA", "hq_city": "Casablanca", "hq_region": "Casablanca Prefecture", "lat": 33.59917, "lon": -7.62, "industries": ["airlines"], "industry_labels": [], "founded_year": 1957, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q3117542", "name": "Groupe Royal Air Maroc"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Logo_Royal_Air_Maroc.svg", "description": "flag-carrier airline of Morocco", "sitelinks": 38, "importance": 0.3852, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00", "notes": [{"related_domain_conflict": "Q3445865"}, {"related_domain_conflict": "Q3445864"}]}
35		−{"wikidata_id": "Q1370287", "display_name": "Orascom Construction Industries", "legal_name": null, "aliases": [], "website": "https://orascom.com", "canonical_domain": "orascom.com", "country": "EG", "hq_city": "Cairo", "hq_region": "Cairo Governorate", "lat": 30.04444, "lon": 31.23583, "industries": ["construction"], "industry_labels": ["construction"], "founded_year": 1950, "employees": null, "public_company": true, "ticker": null, "exchange": null, "lei": "549300NCMRGIBJYUOE57", "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Logo_of_OCI_Global.svg", "description": "company", "sitelinks": 14, "importance": 0.3847, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00", "notes": [{"related_domain_conflict": "Q163321"}]}
36		−{"wikidata_id": "Q1577006", "display_name": "Office national des transports", "legal_name": null, "aliases": ["Office National des Transports", "ONATRA", "SCTP"], "website": "https://sctp-sa-rdc.online", "canonical_domain": "sctp-sa-rdc.online", "country": "CD", "hq_city": "Kinshasa", "hq_region": "Democratic Republic of the Congo", "lat": -4.32194, "lon": 15.31194, "industries": ["transportation"], "industry_labels": [], "founded_year": 2011, "employees": 6500, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "railway company in the D.R. of Congo", "sitelinks": 10, "importance": 0.3792, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
37		−{"wikidata_id": "Q692811", "display_name": "Tunisair", "legal_name": null, "aliases": ["TAR", "TU"], "website": "https://www.tunisair.com", "canonical_domain": "tunisair.com", "country": "TN", "hq_city": "Tunis", "hq_region": "Tunis Governorate", "lat": 36.80083, "lon": 10.18, "industries": ["airlines"], "industry_labels": [], "founded_year": 1948, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Tunisian airline", "sitelinks": 35, "importance": 0.3767, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
38		−{"wikidata_id": "Q2297197", "display_name": "Tunisian National Railway Company", "legal_name": null, "aliases": ["SNCFT", "Societe Nationale des Chemins de Fer Tunisiens", "Société nationale des chemins de fer tunisiens", "Tunisian National Railway Society"], "website": "https://www.sncft.com.tn", "canonical_domain": "sncft.com.tn", "country": "TN", "hq_city": "Tunis", "hq_region": "Tunis Governorate", "lat": 36.80083, "lon": 10.18, "industries": ["transportation"], "industry_labels": ["rail transport"], "founded_year": 1956, "employees": 4871, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Logo_-_SNCFT.png", "description": "railway company in Tunisia", "sitelinks": 10, "importance": 0.375, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
39		−{"wikidata_id": "Q387901", "display_name": "afriqiyah.aero", "legal_name": null, "aliases": [], "website": "https://www.afriqiyah.aero", "canonical_domain": "afriqiyah.aero", "country": "LY", "hq_city": "Tripoli", "hq_region": "Tripoli District", "lat": 32.8875, "lon": 13.1875, "industries": ["airlines"], "industry_labels": [], "founded_year": 2001, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Libyan airline", "sitelinks": 34, "importance": 0.3738, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
40		−{"wikidata_id": "Q253858", "display_name": "Air Madagascar", "legal_name": null, "aliases": ["Société Nationale Malgache de Transports Aériens", "Société Anonyme"], "website": "https://madagascarairlines.com", "canonical_domain": "madagascarairlines.com", "country": "MG", "hq_city": "Antananarivo", "hq_region": "Antananarivo-Renivohitra District", "lat": -18.91, "lon": 47.525, "industries": ["airlines"], "industry_labels": [], "founded_year": 1961, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "airline based in Antananarivo, Madagascar", "sitelinks": 33, "importance": 0.3707, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
41		−{"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": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
42		−{"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": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
43		−{"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": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
44		−{"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": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
45		−{"wikidata_id": "Q1780755", "display_name": "TransNamib", "legal_name": null, "aliases": [], "website": "https://www.transnamib.com.na", "canonical_domain": "transnamib.com.na", "country": "NA", "hq_city": "Windhoek", "hq_region": "Khomas Region", "lat": -22.57, "lon": 17.08361, "industries": ["transportation"], "industry_labels": [], "founded_year": 1895, "employees": 1802, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q19958763", "name": "Ministry of Public Enterprises"}, "logo_url": null, "description": "railway operator in Namibia", "sitelinks": 10, "importance": 0.3606, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
46		−{"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": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
47		−{"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": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
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"}
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"}
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"}
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"}
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"}
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"}
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"}
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"}
56		−{"wikidata_id": "Q581954", "display_name": "University of Zimbabwe", "legal_name": "University of Zimbabwe", "aliases": ["UZ", "University College of Rhodesia and Nyasaland", "University of Rhodesia", "University Of Zimbabwe"], "website": "https://www.uz.ac.zw", "canonical_domain": "uz.ac.zw", "country": "ZW", "hq_city": "Harare", "hq_region": "Harare Province", "lat": -17.78389, "lon": 31.05306, "industries": ["education", "media"], "industry_labels": [], "founded_year": 1952, "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/University_of_Zimbabwe_LOGO.png", "description": "university located in Harare, Zimbabwe", "sitelinks": 27, "importance": 0.3503, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
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"}
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"}
59		−{"wikidata_id": "Q189972", "display_name": "Bank of Central African States", "legal_name": "Banque des États de l'Afrique Centrale", "aliases": ["BEAC", "Central African States Development Bank"], "website": "https://www.beac.int", "canonical_domain": "beac.int", "country": "CM", "hq_city": "Yaoundé", "hq_region": "Centre", "lat": 3.86808, "lon": 11.52309, "industries": ["banking"], "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": "central bank", "sitelinks": 26, "importance": 0.3465, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
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"}
61		−{"wikidata_id": "Q669686", "display_name": "Cabo Verde Airlines", "legal_name": null, "aliases": [], "website": "https://www.caboverdeairlines.com", "canonical_domain": "caboverdeairlines.com", "country": "CV", "hq_city": "Praia", "hq_region": "Praia", "lat": 14.91772, "lon": -23.50916, "industries": ["airlines"], "industry_labels": ["air transport"], "founded_year": 1958, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q216645", "name": "Icelandair"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Cabo_Verde_Airlines_logo.svg", "description": "International airline based in Cape Verde, formerly named TACV", "sitelinks": 26, "importance": 0.3465, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
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"}
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"}
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"}
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"}
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"}]}
67		−{"wikidata_id": "Q1517108", "display_name": "Jubba Airways", "legal_name": null, "aliases": [], "website": "https://www.jubbaairways.com", "canonical_domain": "jubbaairways.com", "country": "SO", "hq_city": "Mogadishu", "hq_region": "Banaadir", "lat": 2.03917, "lon": 45.34194, "industries": ["airlines"], "industry_labels": [], "founded_year": 1998, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Somali airline", "sitelinks": 23, "importance": 0.3341, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
68		−{"wikidata_id": "Q2778411", "display_name": "Egyptian National Library and Archives", "legal_name": null, "aliases": ["Egyptian National Library"], "website": "https://www.darelkotob.gov.eg", "canonical_domain": "darelkotob.gov.eg", "country": "EG", "hq_city": null, "hq_region": null, "lat": 30.06639, "lon": 31.2275, "industries": ["media"], "industry_labels": [], "founded_year": 1870, "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/National_Library_Egypt.jpg", "description": "Egyptian National Library and Archives", "sitelinks": 23, "importance": 0.3341, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
69		−{"wikidata_id": "Q3472954", "display_name": "Nando's", "legal_name": null, "aliases": ["Nando", "Nando's Chicken", "Nando's Ltd", "Nandos", "Nandos Chicken", "Nandos Ltd"], "website": "https://www.nandos.com", "canonical_domain": "nandos.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["food-beverage"], "industry_labels": ["fast food"], "founded_year": 1987, "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/Nando%27s_wordmark.svg", "description": "international casual dining restaurant chain originating in South Africa", "sitelinks": 23, "importance": 0.3341, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
70		−{"wikidata_id": "Q685418", "display_name": "Eritrean Airlines", "legal_name": null, "aliases": [], "website": "https://www.eritrean.aero", "canonical_domain": "eritrean.aero", "country": "ER", "hq_city": "Asmara", "hq_region": "Maekel Region", "lat": 15.33333, "lon": 38.91667, "industries": ["airlines", "transportation"], "industry_labels": [], "founded_year": 1991, "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/Eritrean_Airlines_logo.svg", "description": "national airline of Eritrea, based at Asmara International Airport.", "sitelinks": 23, "importance": 0.3341, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
71		−{"wikidata_id": "Q1159205", "display_name": "Dana Air", "legal_name": "Dana Air", "aliases": ["Dana"], "website": "https://www.flydanaair.com", "canonical_domain": "flydanaair.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.53812, "lon": 3.33662, "industries": ["airlines"], "industry_labels": ["SIC 3714 Motor Vehicle Parts & Accessories"], "founded_year": 2008, "employees": null, "public_company": true, "ticker": "DAN", "exchange": "NYSE", "lei": null, "sec_cik": "26780", "parent": null, "logo_url": null, "description": "Nigerian airline", "sitelinks": 22, "importance": 0.3296, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00", "source_edgar": {"cik": "26780", "enriched_at": "2026-09-12T09:34:22+00:00"}}
72		−{"wikidata_id": "Q1998811", "display_name": "North-West University", "legal_name": "Yunibesiti ya Bokone-Bophirima", "aliases": ["NWU", "North West University", "University of Bophuthatswana"], "website": "https://www.nwu.ac.za", "canonical_domain": "nwu.ac.za", "country": "ZA", "hq_city": null, "hq_region": null, "lat": -26.69349, "lon": 27.09306, "industries": ["education", "media"], "industry_labels": [], "founded_year": 2004, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "university in South Africa", "sitelinks": 22, "importance": 0.3296, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
73		−{"wikidata_id": "Q543645", "display_name": "Tunisair Express", "legal_name": null, "aliases": ["UG", "TUX"], "website": "https://www.tunisairexpress.net", "canonical_domain": "tunisairexpress.net", "country": "TN", "hq_city": "Tunis", "hq_region": "Tunis Governorate", "lat": 36.80083, "lon": 10.18, "industries": ["airlines"], "industry_labels": [], "founded_year": 1991, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q692811", "name": "Tunisair"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Tunisair_Express_logo.jpg", "description": "Tunisian airline", "sitelinks": 22, "importance": 0.3296, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
74		−{"wikidata_id": "Q1340479", "display_name": "Air Sinai", "legal_name": null, "aliases": [], "website": "https://www.flyairsinai.com", "canonical_domain": "flyairsinai.com", "country": "EG", "hq_city": "Cairo", "hq_region": "Cairo Governorate", "lat": 30.04444, "lon": 31.23583, "industries": ["airlines"], "industry_labels": [], "founded_year": 1982, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q374740", "name": "EgyptAir"}, "logo_url": null, "description": "airline based in Cairo, Egypt which operates as a 'paper airline' for parent company EgyptAir under a wet lease-like agreement to serve flights exclusively between Egypt and Israel", "sitelinks": 21, "importance": 0.325, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
75		−{"wikidata_id": "Q1630751", "display_name": "Young Africans S.C.", "legal_name": "Young Africans Sports Club", "aliases": ["Yanga", "Timu ya wananchi", "Watoto wa Jangwani", "Yanga SC", "Young africans S.C", "Young Africans SC"], "website": "https://yangasc.co.tz", "canonical_domain": "yangasc.co.tz", "country": "TZ", "hq_city": "Dar es Salaam", "hq_region": "Dar es Salaam Region", "lat": -6.81611, "lon": 39.28028, "industries": ["entertainment"], "industry_labels": [], "founded_year": 1935, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "association football club in Dar es salaam, Tamzania", "sitelinks": 21, "importance": 0.325, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
76		−{"wikidata_id": "Q294680", "display_name": "AMC Airlines", "legal_name": null, "aliases": [], "website": "https://www.amcairlines.com", "canonical_domain": "amcairlines.com", "country": "EG", "hq_city": "Cairo", "hq_region": "Cairo Governorate", "lat": 30.04444, "lon": 31.23583, "industries": ["airlines"], "industry_labels": [], "founded_year": 1992, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Egyptian charter airline", "sitelinks": 20, "importance": 0.3201, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
77		−{"wikidata_id": "Q959279", "display_name": "Egyptian Radio and Television Union", "legal_name": null, "aliases": ["ERTU", "National Media Authority"], "website": "https://www.maspero.eg", "canonical_domain": "maspero.eg", "country": "EG", "hq_city": "Cairo", "hq_region": "Cairo Governorate", "lat": 30.05361, "lon": 31.23111, "industries": ["media", "entertainment"], "industry_labels": [], "founded_year": 1945, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Egyptian government agency", "sitelinks": 20, "importance": 0.3201, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
78		−{"wikidata_id": "Q7611369", "display_name": "Sterling Bank", "legal_name": "Sterling Bank", "aliases": [], "website": "https://www.sterlingbankng.com", "canonical_domain": "sterlingbankng.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.20567, "lon": 6.72133, "industries": ["financial-services"], "industry_labels": ["financial services"], "founded_year": 1960, "employees": 2401, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Sterling_Bank_Logo_Straight.png", "description": "Nigerian bank", "sitelinks": 6, "importance": 0.3173, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
79		−{"wikidata_id": "Q408831", "display_name": "Airlink", "legal_name": null, "aliases": ["Airlink (Pty) Ltd.", "Airlink Ltd.", "FlyAirlink"], "website": "https://flyairlink.com", "canonical_domain": "flyairlink.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["airlines"], "industry_labels": [], "founded_year": 1995, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Regional airline in South Africa", "sitelinks": 19, "importance": 0.3149, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
80		−{"wikidata_id": "Q857015", "display_name": "Bidvest Group", "legal_name": null, "aliases": ["Bid", "Bidvest Group Limited", "Bidvest Group Ltd", "The Bidvest Group Limited"], "website": "https://www.bidvest.com", "canonical_domain": "bidvest.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["asset-management"], "industry_labels": ["holding company"], "founded_year": 1988, "employees": null, "public_company": true, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "South African holding company founded 1988", "sitelinks": 6, "importance": 0.3046, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
81		−{"wikidata_id": "Q1367885", "display_name": "Eskom", "legal_name": null, "aliases": ["Electricity Supply Commission", "ESCOM", "ESKOM", "Eskom Holdings"], "website": "https://www.eskom.co.za", "canonical_domain": "eskom.co.za", "country": "ZA", "hq_city": "Sandton", "hq_region": "City of Johannesburg Metropolitan Municipality", "lat": -26.107, "lon": 28.05167, "industries": ["energy"], "industry_labels": ["energy industry"], "founded_year": 1923, "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/Esc_logo_wit.png", "description": "electricity utility in South Africa", "sitelinks": 17, "importance": 0.3039, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
82		−{"wikidata_id": "Q501605", "display_name": "OCP Group", "legal_name": null, "aliases": ["Office Cherifien des Phosphates", "Office Chérifien des Phosphates"], "website": "https://www.ocpgroup.ma", "canonical_domain": "ocpgroup.ma", "country": "MA", "hq_city": "Casablanca", "hq_region": "Casablanca Prefecture", "lat": 33.59917, "lon": -7.62, "industries": ["mining"], "industry_labels": ["mining"], "founded_year": 1920, "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/Ocp-group.png", "description": "state-owned company in Morocco", "sitelinks": 17, "importance": 0.3039, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
83		−{"wikidata_id": "Q1815809", "display_name": "ONCF", "legal_name": null, "aliases": ["Office National des Chemins de Fer du Maroc"], "website": "https://www.oncf.ma", "canonical_domain": "oncf.ma", "country": "MA", "hq_city": "Rabat", "hq_region": "Rabat Prefecture", "lat": 34.02111, "lon": -6.84139, "industries": ["transportation"], "industry_labels": [], "founded_year": 1963, "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/Logo-oncf.png", "description": "National railway operator of Morocco", "sitelinks": 16, "importance": 0.2979, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
84		−{"wikidata_id": "Q18161750", "display_name": "Air Peace", "legal_name": "Air Peace", "aliases": [], "website": "https://www.flyairpeace.com", "canonical_domain": "flyairpeace.com", "country": "NG", "hq_city": "Ikeja", "hq_region": "Lagos State", "lat": 6.61857, "lon": 3.34259, "industries": ["airlines"], "industry_labels": [], "founded_year": 2013, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Nigerian airline", "sitelinks": 16, "importance": 0.2979, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
85		−{"wikidata_id": "Q381286", "display_name": "Aero Contractors", "legal_name": "Aero Contractors", "aliases": ["Aero", "Aero Contractors Company of Nigeria Limited"], "website": "https://www.flyaero.com", "canonical_domain": "flyaero.com", "country": "NG", "hq_city": "Murtala Muhammed International Airport", "hq_region": "Ikeja", "lat": 6.57722, "lon": 3.32111, "industries": ["airlines"], "industry_labels": [], "founded_year": 1959, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q1033", "name": "Nigeria"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Aerologo.jpg", "description": "Nigerian airline", "sitelinks": 16, "importance": 0.2979, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
86		−{"wikidata_id": "Q1188334", "display_name": "Interair South Africa", "legal_name": null, "aliases": [], "website": "https://www.interair.co.za", "canonical_domain": "interair.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["airlines"], "industry_labels": [], "founded_year": 1993, "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/Interair_South_Africa_Logo.gif", "description": "airline based in Johannesburg, South Africa", "sitelinks": 15, "importance": 0.2915, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
87		−{"wikidata_id": "Q2811992", "display_name": "Wimpy", "legal_name": null, "aliases": ["WimpyUK"], "website": "https://wimpy.uk.com", "canonical_domain": "uk.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["food-beverage"], "industry_labels": ["restaurant"], "founded_year": 1930, "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/Logo_of_Wimpy.svg", "description": "fast food chain", "sitelinks": 15, "importance": 0.2915, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
88		−{"wikidata_id": "Q377026", "display_name": "Executive Outcomes", "legal_name": null, "aliases": [], "website": "https://www.executiveoutcomes.com", "canonical_domain": "executiveoutcomes.com", "country": "ZA", "hq_city": null, "hq_region": null, "lat": null, "lon": null, "industries": ["defense"], "industry_labels": [], "founded_year": 1989, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "former private military company", "sitelinks": 15, "importance": 0.2915, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
89		−{"wikidata_id": "Q1745885", "display_name": "Wallyscar", "legal_name": "Wallyscar", "aliases": [], "website": "https://www.wallyscar.com", "canonical_domain": "wallyscar.com", "country": "TN", "hq_city": "Ben Arous", "hq_region": "Ben Arous Governorate", "lat": 36.75306, "lon": 10.21889, "industries": ["automotive"], "industry_labels": ["automotive industry"], "founded_year": 2006, "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/LOGO_WALLYSCAR.jpg", "description": "Tunisian automobile manufacturer", "sitelinks": 14, "importance": 0.2847, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
90		−{"wikidata_id": "Q1812328", "display_name": "Safair", "legal_name": null, "aliases": [], "website": "https://www.safairoperations.com", "canonical_domain": "safairoperations.com", "country": "ZA", "hq_city": "Kempton Park", "hq_region": "City of Ekurhuleni Metropolitan Municipality", "lat": -26.1, "lon": 28.2333, "industries": ["airlines"], "industry_labels": [], "founded_year": 1969, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q61719469", "name": "ASL Aviation Holdings"}, "logo_url": null, "description": "South African airline", "sitelinks": 14, "importance": 0.2847, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
91		−{"wikidata_id": "Q2381695", "display_name": "SNVI", "legal_name": null, "aliases": [], "website": "https://snvigroupe.dz", "canonical_domain": "snvigroupe.dz", "country": "DZ", "hq_city": "Rouiba", "hq_region": "Rouïba District", "lat": 36.73639, "lon": 3.28278, "industries": ["automotive"], "industry_labels": ["automotive industry"], "founded_year": 1967, "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/SNVI_Logo_8.svg", "description": "vehicle and bus manufacturing company", "sitelinks": 14, "importance": 0.2847, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
92		−{"wikidata_id": "Q3013553", "display_name": "Dangote Group", "legal_name": "Dangote Group", "aliases": [], "website": "https://www.dangote.com", "canonical_domain": "dangote.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["manufacturing", "construction"], "industry_labels": ["conglomerate", "cement industry"], "founded_year": 1981, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q3013553", "name": "Dangote Group"}, "logo_url": null, "description": "Nigerian industrial conglomerate", "sitelinks": 14, "importance": 0.2847, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
93		−{"wikidata_id": "Q1187008", "display_name": "Denel", "legal_name": null, "aliases": ["Denel Aerospace Systems", "Denel SOC", "Denel SOC Ltd"], "website": "https://www.denel.co.za", "canonical_domain": "denel.co.za", "country": "ZA", "hq_city": "Irene", "hq_region": "City of Tshwane Metropolitan Municipality", "lat": -25.86667, "lon": 28.21667, "industries": ["technology", "aerospace-defense"], "industry_labels": ["information technology", "aerospace engineering"], "founded_year": 1991, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "armaments manufacturer from South Africa", "sitelinks": 13, "importance": 0.2774, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
94		−{"wikidata_id": "Q17053011", "display_name": "FlySafair", "legal_name": null, "aliases": [], "website": "https://www.flysafair.co.za", "canonical_domain": "flysafair.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["airlines"], "industry_labels": [], "founded_year": 2013, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "South African budget priced airline", "sitelinks": 13, "importance": 0.2774, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
95		−{"wikidata_id": "Q2357100", "display_name": "Ushahidi Inc.", "legal_name": "Ushahidi Inc.", "aliases": ["Ushahidi"], "website": "https://www.ushahidi.com", "canonical_domain": "ushahidi.com", "country": "KE", "hq_city": "Nairobi", "hq_region": "Nairobi City County", "lat": -1.28639, "lon": 36.81722, "industries": ["technology"], "industry_labels": [], "founded_year": 2008, "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/Ushahidi.png", "description": "non-profit technology company", "sitelinks": 13, "importance": 0.2774, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
96		−{"wikidata_id": "Q2883441", "display_name": "BCP Group", "legal_name": null, "aliases": ["BCP", "Banque Populaire du Maroc", "Banque Centrale Populaire", "Crédit Populaire du Maroc"], "website": "https://www.groupebcp.com", "canonical_domain": "groupebcp.com", "country": "MA", "hq_city": "Casablanca", "hq_region": "Casablanca Prefecture", "lat": 33.59917, "lon": -7.62, "industries": ["financial-services", "banking"], "industry_labels": ["financial services", "economics of banking", "financial sector"], "founded_year": 1926, "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/Logo_BCP.svg", "description": "Moroccan bank", "sitelinks": 13, "importance": 0.2774, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
97		−{"wikidata_id": "Q3341382", "display_name": "Nigerian Television Authority", "legal_name": "Nigerian Television Authority", "aliases": ["NTA", "NAFI U A HASHIM"], "website": "https://nta.ng", "canonical_domain": "nta.ng", "country": "NG", "hq_city": "Federal Capital Territory", "hq_region": "Nigeria", "lat": 9.04614, "lon": 7.49744, "industries": ["media"], "industry_labels": ["broadcast network", "television broadcasting"], "founded_year": 1976, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q3341382", "name": "Nigerian Television Authority"}, "logo_url": null, "description": "Nigerian government-owned and partly commercial broadcasting company", "sitelinks": 13, "importance": 0.2774, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
98		−{"wikidata_id": "Q4119563", "display_name": "National Bank of Egypt", "legal_name": null, "aliases": [], "website": "https://www.nbe.com.eg", "canonical_domain": "nbe.com.eg", "country": "EG", "hq_city": "Cairo", "hq_region": "Cairo Governorate", "lat": 30.06177, "lon": 31.22757, "industries": ["banking", "financial-services"], "industry_labels": ["economics of banking", "financial sector"], "founded_year": 1898, "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/National_Bank_of_Egypt.svg", "description": "large commercial bank in Egypt", "sitelinks": 13, "importance": 0.2774, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
99		−{"wikidata_id": "Q7074355", "display_name": "Oando", "legal_name": "Oando", "aliases": [], "website": "https://www.oandoplc.com", "canonical_domain": "oandoplc.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.4379, "lon": 3.41212, "industries": ["oil-gas"], "industry_labels": ["petroleum industry"], "founded_year": 1956, "employees": 300, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q7074355", "name": "Oando"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Oando_Logo.jpg", "description": "an African Energy company", "sitelinks": 5, "importance": 0.271, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
100		−{"wikidata_id": "Q2829178", "display_name": "Akwa Group", "legal_name": null, "aliases": ["Akwa Group S.A."], "website": "https://www.akwagroup.com", "canonical_domain": "akwagroup.com", "country": "MA", "hq_city": "Casablanca", "hq_region": "Casablanca Prefecture", "lat": 33.59917, "lon": -7.62, "industries": ["oil-gas"], "industry_labels": ["petroleum industry"], "founded_year": 1959, "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/Akwa_Group.png", "description": "Moroccan company", "sitelinks": 12, "importance": 0.2697, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
101		−{"wikidata_id": "Q420774", "display_name": "Manufacturing Commercial Vehicles", "legal_name": null, "aliases": [], "website": "https://www.mcv-eg.com", "canonical_domain": "mcv-eg.com", "country": "EG", "hq_city": "Obour City", "hq_region": "Qalyubia Governorate", "lat": 30.205, "lon": 31.4575, "industries": ["automotive"], "industry_labels": ["automotive industry"], "founded_year": 1994, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Egyptian manufacturer of buses and trucks", "sitelinks": 12, "importance": 0.2697, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00", "notes": [{"related_domain_conflict": "Q6715018"}]}
102		−{"wikidata_id": "Q19892740", "display_name": "Huobi", "legal_name": null, "aliases": ["HTX"], "website": "https://www.htx.com", "canonical_domain": "htx.com", "country": "SC", "hq_city": "Seychelles", "hq_region": null, "lat": -7.1, "lon": 52.76667, "industries": ["financial-services"], "industry_labels": ["finance", "financial services"], "founded_year": 2013, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "digital currency trading platform", "sitelinks": 11, "importance": 0.2612, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
103		−{"wikidata_id": "Q2380000", "display_name": "Botswana Stock Exchange", "legal_name": null, "aliases": ["BSE", "XBOT"], "website": "https://www.bse.co.bw", "canonical_domain": "bse.co.bw", "country": "BW", "hq_city": "Gaborone", "hq_region": "South-East District", "lat": -24.65694, "lon": 25.90861, "industries": ["financial-services"], "industry_labels": [], "founded_year": 1995, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Stock exchange located in Gaborone, Botswana", "sitelinks": 11, "importance": 0.2612, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
104		−{"wikidata_id": "Q2496192", "display_name": "University of Zululand", "legal_name": null, "aliases": ["UniZulu"], "website": "https://www.unizulu.ac.za", "canonical_domain": "unizulu.ac.za", "country": "ZA", "hq_city": null, "hq_region": null, "lat": -28.85802, "lon": 31.84108, "industries": ["education"], "industry_labels": ["education"], "founded_year": 1959, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "public university in KwaZulu-Natal, South Africa", "sitelinks": 11, "importance": 0.2612, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
105		−{"wikidata_id": "Q2615955", "display_name": "First Nation Airways", "legal_name": null, "aliases": ["FirstNation Airways"], "website": "https://www.flyfirstnation.com", "canonical_domain": "flyfirstnation.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["airlines"], "industry_labels": [], "founded_year": 2011, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "airline", "sitelinks": 11, "importance": 0.2612, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
106		−{"wikidata_id": "Q2751701", "display_name": "Nedbank", "legal_name": null, "aliases": [], "website": "https://www.nedbank.com.na", "canonical_domain": "nedbank.com.na", "country": "ZA", "hq_city": "Sandton", "hq_region": "City of Johannesburg Metropolitan Municipality", "lat": -26.107, "lon": 28.05167, "industries": ["financial-services", "banking"], "industry_labels": ["financial services", "economics of banking", "financial sector"], "founded_year": 1888, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": "3789009E42FA3CB31065", "sec_cik": null, "parent": null, "logo_url": null, "description": "financial services group located in Africa", "sitelinks": 11, "importance": 0.2612, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
107		−{"wikidata_id": "Q4035606", "display_name": "CemAir", "legal_name": null, "aliases": ["CemAir (Pty) Ltd", "CemAir Ltd"], "website": "https://www.cemair.co.za", "canonical_domain": "cemair.co.za", "country": "ZA", "hq_city": "OR Tambo International Airport", "hq_region": "Kempton Park", "lat": -26.13917, "lon": 28.24611, "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": null, "description": "airline in South Africa", "sitelinks": 11, "importance": 0.2612, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
108		−{"wikidata_id": "Q4689878", "display_name": "African Parks Network", "legal_name": "African Parks Network", "aliases": [], "website": "https://www.africanparks.eu", "canonical_domain": "africanparks.eu", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": [], "industry_labels": [], "founded_year": 2000, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "international NGO from South Africa", "sitelinks": 11, "importance": 0.2612, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
109		−{"wikidata_id": "Q492316", "display_name": "Uganda Securities Exchange", "legal_name": null, "aliases": ["USE", "XUGA"], "website": "https://www.use.or.ug", "canonical_domain": "use.or.ug", "country": "UG", "hq_city": "Kampala", "hq_region": "Kampala District", "lat": 0.31361, "lon": 32.58111, "industries": ["financial-services"], "industry_labels": ["finance"], "founded_year": 1997, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "principal stock exchange of Uganda", "sitelinks": 11, "importance": 0.2612, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
110		−{"wikidata_id": "Q578337", "display_name": "Chanchangi Airlines", "legal_name": "Chanchangi Airlines", "aliases": ["Chanchangi"], "website": "https://www.flychanchangiair.com", "canonical_domain": "flychanchangiair.com", "country": "NG", "hq_city": "Kaduna", "hq_region": "Kaduna State", "lat": 10.52306, "lon": 7.44028, "industries": ["airlines"], "industry_labels": [], "founded_year": 1997, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q578337", "name": "Chanchangi Airlines"}, "logo_url": null, "description": "airline", "sitelinks": 11, "importance": 0.2612, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
111		−{"wikidata_id": "Q758052", "display_name": "Attijariwafa Bank", "legal_name": null, "aliases": [], "website": "https://www.attijariwafabank.com", "canonical_domain": "attijariwafabank.com", "country": "MA", "hq_city": "Casablanca", "hq_region": "Casablanca Prefecture", "lat": 33.59917, "lon": -7.62, "industries": ["banking"], "industry_labels": [], "founded_year": 1904, "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/LogoNew.png", "description": "Moroccan bank", "sitelinks": 11, "importance": 0.2612, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
112		−{"wikidata_id": "Q921507", "display_name": "Allied Air", "legal_name": "Allied Air", "aliases": [], "website": "https://www.alliedairng.com", "canonical_domain": "alliedairng.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["airlines"], "industry_labels": [], "founded_year": 1998, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "cargo airline based in Lagos, Nigeria", "sitelinks": 11, "importance": 0.2612, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
113		−{"wikidata_id": "Q1019981", "display_name": "Namibia Securities Exchange", "legal_name": null, "aliases": ["Börse Namibia", "NSX", "XNAM"], "website": "https://www.nsx.com.na", "canonical_domain": "nsx.com.na", "country": "NA", "hq_city": "Windhoek", "hq_region": "Khomas Region", "lat": -22.57, "lon": 17.08361, "industries": ["financial-services"], "industry_labels": [], "founded_year": 1992, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Securities exchange in located in Windhoek, Namibia", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
114		−{"wikidata_id": "Q1275038", "display_name": "Société nationale des transports ferroviaires", "legal_name": null, "aliases": ["SNTF", "Societe nationale des transports ferroviaires"], "website": "https://www.sntf.dz", "canonical_domain": "sntf.dz", "country": "DZ", "hq_city": "Algiers", "hq_region": "Algiers Province", "lat": 36.77639, "lon": 3.05861, "industries": ["transportation"], "industry_labels": ["rail transport"], "founded_year": 1976, "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/SNTF_%28logo%29.svg", "description": "Algeria's national railway operator", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
115		−{"wikidata_id": "Q1276270", "display_name": "EBC", "legal_name": null, "aliases": ["Ethiopian Television"], "website": "https://www.ebc.et", "canonical_domain": "ebc.et", "country": "ET", "hq_city": "Addis Ababa", "hq_region": "Ethiopia", "lat": 9.03583, "lon": 38.7525, "industries": ["media"], "industry_labels": [], "founded_year": 1972, "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/EBC_experimental_logo.png", "description": "Ethiopian public television channel, formerly ETV", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
116		−{"wikidata_id": "Q1400004", "display_name": "Federal Air", "legal_name": null, "aliases": [], "website": "https://www.fedair.com", "canonical_domain": "fedair.com", "country": "ZA", "hq_city": "OR Tambo International Airport", "hq_region": "Kempton Park", "lat": -26.13917, "lon": 28.24611, "industries": ["airlines"], "industry_labels": [], "founded_year": 1989, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "South African airline", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
117		−{"wikidata_id": "Q1481581", "display_name": "National Railway Company of the Congo", "legal_name": null, "aliases": ["SNCC", "Société Nationale des Chemins de fer du Congo"], "website": "https://www.snccsa.com", "canonical_domain": "snccsa.com", "country": "CD", "hq_city": "Lubumbashi", "hq_region": "Haut-Katanga Province", "lat": -11.66417, "lon": 27.48278, "industries": ["transportation"], "industry_labels": ["rail transport"], "founded_year": 1889, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "National railway company for the inland railways of the Democratic Republic of the Congo", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
118		−{"wikidata_id": "Q1967537", "display_name": "National Oil Corporation", "legal_name": null, "aliases": ["NOC", "National Oil Corporation of Libya", "NOC Libya"], "website": "https://noc.ly", "canonical_domain": "noc.ly", "country": "LY", "hq_city": "Tripoli", "hq_region": "Tripoli District", "lat": 32.8875, "lon": 13.1875, "industries": ["oil-gas"], "industry_labels": ["natural resource", "petroleum industry"], "founded_year": 1970, "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/LNOC_logo.png", "description": "Libyan state-owned oil company", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
119		−{"wikidata_id": "Q1976933", "display_name": "Malawi Stock Exchange", "legal_name": null, "aliases": ["MSE", "XMSW"], "website": "https://www.mse.co.mw", "canonical_domain": "mse.co.mw", "country": "MW", "hq_city": "Blantyre", "hq_region": "Blantyre District", "lat": -15.78611, "lon": 35.00583, "industries": ["financial-services"], "industry_labels": [], "founded_year": 1995, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Stock exchange located in Blantyre, Malawi", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
120		−{"wikidata_id": "Q19978405", "display_name": "Kantanka Automobile", "legal_name": null, "aliases": ["Kantanka", "Kantanka cars", "Kantanka vehicles"], "website": "https://kantankaautomobiles.com", "canonical_domain": "kantankaautomobiles.com", "country": "GH", "hq_city": "Accra", "hq_region": "Accra Metropolitan District", "lat": 5.55602, "lon": -0.1969, "industries": ["automotive"], "industry_labels": ["automotive industry"], "founded_year": 2015, "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/Kantanka_vehicles_logo.png", "description": "Ghana based automobile company", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
121		−{"wikidata_id": "Q21279288", "display_name": "innosonvehicles.com", "legal_name": null, "aliases": [], "website": "https://www.innosonvehicles.com", "canonical_domain": "innosonvehicles.com", "country": "NG", "hq_city": "Nnewi", "hq_region": "Eastern Region", "lat": 6.01052, "lon": 6.91035, "industries": ["automotive"], "industry_labels": ["automotive industry"], "founded_year": 2007, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Nigerian manufacturer of automobilies and buses", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
122		−{"wikidata_id": "Q2341726", "display_name": "IRS Airlines", "legal_name": null, "aliases": ["IRS Airlines Limited"], "website": "https://www.flyirsairlines.com", "canonical_domain": "flyirsairlines.com", "country": "NG", "hq_city": "Abuja", "hq_region": "Federal Capital Territory", "lat": 9.05556, "lon": 7.49139, "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": null, "description": "airline of Nigeria", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
123		−{"wikidata_id": "Q23777901", "display_name": "Eko Hotels and Suites", "legal_name": null, "aliases": ["Eko Hotel and Suite", "Eko Hotels & Suites", "Hotels king of Lagos"], "website": "https://www.ekohotels.com", "canonical_domain": "ekohotels.com", "country": "NG", "hq_city": null, "hq_region": null, "lat": 6.42611, "lon": 3.43, "industries": ["hospitality"], "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": "hotel in Lagos, Nigeria", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
124		−{"wikidata_id": "Q2381261", "display_name": "Cape Verde Stock Exchange", "legal_name": null, "aliases": ["BVC", "XBVC"], "website": "https://www.bvc.cv", "canonical_domain": "bvc.cv", "country": "CV", "hq_city": "Praia", "hq_region": "Praia", "lat": 14.90666, "lon": -23.5175, "industries": ["financial-services"], "industry_labels": [], "founded_year": 1998, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "stock exchange in Cape Verde", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
125		−{"wikidata_id": "Q2449525", "display_name": "Transnet Freight Rail", "legal_name": null, "aliases": ["South African Railways", "Spoornet"], "website": "https://www.transnetfreightrail.co.za", "canonical_domain": "transnetfreightrail.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["transportation"], "industry_labels": ["rail transport"], "founded_year": 1910, "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/Transnet_Freight_Rail_logo.gif", "description": "railway operator in South Africa", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
126		−{"wikidata_id": "Q3538127", "display_name": "Entertainment Monitoring Africa", "legal_name": null, "aliases": [], "website": "https://mediamonitoringafrica.org", "canonical_domain": "mediamonitoringafrica.org", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["entertainment"], "industry_labels": ["music industry"], "founded_year": 1993, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "South Africa's national airplay chart", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
127		−{"wikidata_id": "Q490028", "display_name": "Dar es Salaam Stock Exchange", "legal_name": null, "aliases": ["DSE"], "website": "https://www.darstockexchange.com", "canonical_domain": "darstockexchange.com", "country": "TZ", "hq_city": "Dar es Salaam", "hq_region": "Dar es Salaam Region", "lat": -6.81358, "lon": 39.28917, "industries": ["financial-services"], "industry_labels": [], "founded_year": 1996, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "stock exchange located in Dar es Salaam, Tanzania", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
128		−{"wikidata_id": "Q5452342", "display_name": "First Bank of Nigeria", "legal_name": "First Bank of Nigeria", "aliases": ["FBN", "First Bank Nigeria Limited", "First Bank Nigeria ltd"], "website": "https://www.firstbanknigeria.com", "canonical_domain": "firstbanknigeria.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.4523, "lon": 3.38831, "industries": ["financial-services"], "industry_labels": ["finance"], "founded_year": 1894, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q5452342", "name": "First Bank of Nigeria"}, "logo_url": null, "description": "Nigerian multinational bank", "sitelinks": 10, "importance": 0.2521, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
129		−{"wikidata_id": "Q177262", "display_name": "Mozambique Ports and Railways", "legal_name": null, "aliases": ["Mozambique Ports & Railways"], "website": "https://www.cfm.co.mz", "canonical_domain": "cfm.co.mz", "country": "MZ", "hq_city": "Maputo", "hq_region": "Mozambique", "lat": -25.96889, "lon": 32.57333, "industries": ["shipping", "transportation"], "industry_labels": ["water transport", "rail transport"], "founded_year": 1931, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "railway system of Mozambique and its connected ports", "sitelinks": 9, "importance": 0.2421, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
130		−{"wikidata_id": "Q18162475", "display_name": "Azman Air", "legal_name": null, "aliases": ["Azman"], "website": "https://www.airazman.com", "canonical_domain": "airazman.com", "country": "NG", "hq_city": "Kano", "hq_region": "Kano State", "lat": 12.0022, "lon": 8.592, "industries": ["airlines"], "industry_labels": [], "founded_year": 2010, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "airline company in Nigeria", "sitelinks": 9, "importance": 0.2421, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
131		−{"wikidata_id": "Q2563999", "display_name": "Global Aviation", "legal_name": null, "aliases": [], "website": "https://www.g-airways.com", "canonical_domain": "g-airways.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["aerospace-defense", "airlines"], "industry_labels": [], "founded_year": 2001, "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/Global_Tail.png", "description": "South African airline headquartered in Johannesburg and based at OR Tambo International Airport", "sitelinks": 9, "importance": 0.2421, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
132		−{"wikidata_id": "Q391647", "display_name": "Gécamines", "legal_name": null, "aliases": ["GCM", "Gecamines", "La Générale des Carrières et des Mines"], "website": "https://gecamines.cd", "canonical_domain": "gecamines.cd", "country": "CD", "hq_city": "Lubumbashi", "hq_region": "Haut-Katanga Province", "lat": -11.66417, "lon": 27.48278, "industries": ["mining"], "industry_labels": ["mining"], "founded_year": 1967, "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/Gcm.jpg", "description": "Congolese mining company", "sitelinks": 9, "importance": 0.2421, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
133		−{"wikidata_id": "Q4164819", "display_name": "Chicken Licken", "legal_name": null, "aliases": [], "website": "https://chickenlicken.co.za", "canonical_domain": "chickenlicken.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["food-beverage"], "industry_labels": ["fast food"], "founded_year": 1981, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "South African fast-food restaurant chain featuring chicken", "sitelinks": 9, "importance": 0.2421, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
134		−{"wikidata_id": "Q493271", "display_name": "East African Breweries", "legal_name": null, "aliases": [], "website": "https://www.eabl.com", "canonical_domain": "eabl.com", "country": "KE", "hq_city": "Nairobi", "hq_region": "Nairobi City County", "lat": -1.28639, "lon": 36.81722, "industries": ["food-beverage"], "industry_labels": [], "founded_year": 1922, "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/East_African_Breweries_EABL_2022_Logo.png", "description": "company", "sitelinks": 9, "importance": 0.2421, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
135		−{"wikidata_id": "Q513457", "display_name": "United Bank for Africa", "legal_name": "United Bank for Africa", "aliases": ["UBA", "UBA Group", "United Bank for Africa PLC"], "website": "https://www.ubagroup.com", "canonical_domain": "ubagroup.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.58325, "lon": 3.34834, "industries": ["banking", "financial-services"], "industry_labels": ["economics of banking", "financial services", "financial sector"], "founded_year": 1949, "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/Unitedbank1.jpg", "description": "pan-African financial group", "sitelinks": 9, "importance": 0.2421, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
136		−{"wikidata_id": "Q7190735", "display_name": "Pick n Pay", "legal_name": null, "aliases": ["PnP", "Pick 'n Pay"], "website": "https://www.pnp.co.za", "canonical_domain": "pnp.co.za", "country": "ZA", "hq_city": "Kenilworth", "hq_region": "City of Cape Town", "lat": -33.99583, "lon": 18.475, "industries": ["retail"], "industry_labels": ["retail"], "founded_year": 1967, "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/Pick_n_Pay_logo.svg", "description": "retailer in South Africa", "sitelinks": 9, "importance": 0.2421, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
137		−{"wikidata_id": "Q820804", "display_name": "Transnet", "legal_name": null, "aliases": ["Transnet Ltd.", "Transnet SOC Ltd"], "website": "https://www.transnet.co.za", "canonical_domain": "transnet.co.za", "country": "ZA", "hq_city": "Carlton Centre", "hq_region": "Johannesburg", "lat": -26.20556, "lon": 28.04667, "industries": ["transportation"], "industry_labels": ["rail transport"], "founded_year": 1990, "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_Africa_Transnet.svg", "description": "South African rail, port and pipeline company", "sitelinks": 9, "importance": 0.2421, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
138		−{"wikidata_id": "Q1027505", "display_name": "Norse Air", "legal_name": null, "aliases": [], "website": "https://www.norseair.co.uk", "canonical_domain": "norseair.co.uk", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["airlines"], "industry_labels": [], "founded_year": 1992, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "airline", "sitelinks": 8, "importance": 0.231, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
139		−{"wikidata_id": "Q1512860", "display_name": "Rovos Rail", "legal_name": null, "aliases": [], "website": "https://www.rovos.com", "canonical_domain": "rovos.com", "country": "ZA", "hq_city": "Pretoria", "hq_region": "City of Tshwane Metropolitan Municipality", "lat": -25.74639, "lon": 28.18806, "industries": ["transportation"], "industry_labels": ["rail transport"], "founded_year": 1989, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "luxury train company in africa", "sitelinks": 8, "importance": 0.231, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
140		−{"wikidata_id": "Q1538344", "display_name": "Imperial Air Cargo", "legal_name": null, "aliases": [], "website": "https://www.safair.com", "canonical_domain": "safair.com", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["logistics", "airlines"], "industry_labels": [], "founded_year": 2006, "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/Imperial_Air_Cargo_Logo.png", "description": "airline", "sitelinks": 8, "importance": 0.231, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
141		−{"wikidata_id": "Q169443", "display_name": "Civair", "legal_name": null, "aliases": [], "website": "https://www.civair.co.za", "canonical_domain": "civair.co.za", "country": "ZA", "hq_city": "Cape Town", "hq_region": "City of Cape Town", "lat": -33.92528, "lon": 18.42389, "industries": ["airlines"], "industry_labels": [], "founded_year": 1989, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "airline", "sitelinks": 8, "importance": 0.231, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
142		−{"wikidata_id": "Q2685228", "display_name": "Armscor", "legal_name": null, "aliases": ["Armaments Corporation of South Africa"], "website": "https://www.armscor.co.za", "canonical_domain": "armscor.co.za", "country": "ZA", "hq_city": "Pretoria", "hq_region": "City of Tshwane Metropolitan Municipality", "lat": -25.74639, "lon": 28.18806, "industries": ["defense"], "industry_labels": ["weapons industry"], "founded_year": 1968, "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/ARMSCOR.svg", "description": "South African arms acquisition and sales agency", "sitelinks": 8, "importance": 0.231, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
143		−{"wikidata_id": "Q3642635", "display_name": "MultiChoice", "legal_name": null, "aliases": [], "website": "https://www.multichoice.com", "canonical_domain": "multichoice.com", "country": "ZA", "hq_city": "Ferndale", "hq_region": "City of Johannesburg Metropolitan Municipality", "lat": -26.08222, "lon": 27.9825, "industries": ["media"], "industry_labels": ["broadcasting"], "founded_year": null, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "South African based satellite TV service in Sub-Saharan Africa", "sitelinks": 8, "importance": 0.231, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
144		−{"wikidata_id": "Q4807838", "display_name": "Aspen Pharmacare", "legal_name": null, "aliases": ["Aspen Pharmacare Holdings", "Aspen Pharmacare Holdings Limited"], "website": "https://www.aspenpharma.com", "canonical_domain": "aspenpharma.com", "country": "ZA", "hq_city": "Durban", "hq_region": "eThekwini Metropolitan Municipality", "lat": -29.85833, "lon": 31.025, "industries": ["pharmaceuticals", "healthcare"], "industry_labels": ["pharmaceutical industry", "health care industry"], "founded_year": 1850, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": "635400ZYSN1IRD5QWQ94", "sec_cik": null, "parent": null, "logo_url": null, "description": "multinational South African holding company for pharmaceutical concerns", "sitelinks": 8, "importance": 0.231, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
145		−{"wikidata_id": "Q5035822", "display_name": "Capitec Bank", "legal_name": null, "aliases": [], "website": "https://www.capitecbank.co.za", "canonical_domain": "capitecbank.co.za", "country": "ZA", "hq_city": "Stellenbosch", "hq_region": "Stellenbosch Local Municipality", "lat": -33.93667, "lon": 18.86139, "industries": ["banking"], "industry_labels": ["bank"], "founded_year": 2001, "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/Capitec_Bank_logo.svg", "description": "bank in South Africa", "sitelinks": 8, "importance": 0.231, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
146		−{"wikidata_id": "Q5270935", "display_name": "Diamond Trading Company", "legal_name": null, "aliases": [], "website": "https://www.dtc.com", "canonical_domain": "dtc.com", "country": "ZA", "hq_city": "London", "hq_region": "Greater London", "lat": 51.50722, "lon": -0.1275, "industries": ["mining", "financial-services"], "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": "rough diamonds sales and distribution arm of De Beers", "sitelinks": 8, "importance": 0.231, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
147		−{"wikidata_id": "Q7565435", "display_name": "South African Breweries", "legal_name": null, "aliases": [], "website": "https://www.sab.co.za", "canonical_domain": "sab.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["consumer-goods"], "industry_labels": ["fast-moving consumer goods"], "founded_year": 1895, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q4995", "name": "SABMiller"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/SAB_Logo_Full_colour_RGB_White%282%29.jpg", "description": "Brweing company based in Johannesburg, South Africa", "sitelinks": 8, "importance": 0.231, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
148		−{"wikidata_id": "Q1027687", "display_name": "Executive Aerospace", "legal_name": null, "aliases": [], "website": "https://www.aerospace.co.za", "canonical_domain": "aerospace.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["aerospace-defense", "airlines"], "industry_labels": [], "founded_year": 1984, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "airline", "sitelinks": 7, "importance": 0.2186, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
149		−{"wikidata_id": "Q1027714", "display_name": "Phoebus Apollo Aviation", "legal_name": null, "aliases": [], "website": "https://www.phoebusapollo.co.za", "canonical_domain": "phoebusapollo.co.za", "country": "ZA", "hq_city": "Germiston", "hq_region": "City of Ekurhuleni Metropolitan Municipality", "lat": -26.21667, "lon": 28.16667, "industries": ["aerospace-defense", "airlines"], "industry_labels": [], "founded_year": 1995, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "airline", "sitelinks": 7, "importance": 0.2186, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
150		−{"wikidata_id": "Q1206693", "display_name": "Development Bank of Southern Africa", "legal_name": null, "aliases": [], "website": "https://www.dbsa.org", "canonical_domain": "dbsa.org", "country": "ZA", "hq_city": "Midrand", "hq_region": "City of Johannesburg Metropolitan Municipality", "lat": -26.0, "lon": 28.13333, "industries": ["financial-services"], "industry_labels": ["finance"], "founded_year": 1983, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Government finance company", "sitelinks": 7, "importance": 0.2186, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
151		−{"wikidata_id": "Q19298933", "display_name": "Rand Water", "legal_name": null, "aliases": [], "website": "https://www.randwater.co.za", "canonical_domain": "randwater.co.za", "country": "ZA", "hq_city": "Glenvista", "hq_region": "City of Johannesburg Metropolitan Municipality", "lat": -26.29096, "lon": 28.03739, "industries": ["utilities"], "industry_labels": [], "founded_year": 1903, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "South African water utility supplying the Gauteng province", "sitelinks": 7, "importance": 0.2186, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
152		−{"wikidata_id": "Q2079933", "display_name": "King Air Charter", "legal_name": null, "aliases": [], "website": "https://www.kingair.co.za", "canonical_domain": "kingair.co.za", "country": "ZA", "hq_city": "Lanseria International Airport", "hq_region": "Gauteng", "lat": -25.93861, "lon": 27.92611, "industries": ["airlines"], "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": "charter airline based in South Africa", "sitelinks": 7, "importance": 0.2186, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
153		−{"wikidata_id": "Q23578910", "display_name": "Africa Finance Corporation", "legal_name": null, "aliases": ["AFC"], "website": "https://www.africafc.org", "canonical_domain": "africafc.org", "country": "NG", "hq_city": null, "hq_region": null, "lat": null, "lon": null, "industries": ["financial-services"], "industry_labels": ["finance"], "founded_year": 2007, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "pan-African multilateral development finance institution", "sitelinks": 7, "importance": 0.2186, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
154		−{"wikidata_id": "Q2565038", "display_name": "National Airways Corporation", "legal_name": null, "aliases": ["NAC", "NTN", "NAC Operations", "NATCHAIR"], "website": "https://www.nac.co.za", "canonical_domain": "nac.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "Transvaal Province", "lat": -26.20436, "lon": 28.04164, "industries": ["aerospace-defense", "professional-services"], "industry_labels": [], "founded_year": 1946, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "aviation services company in South Africa", "sitelinks": 7, "importance": 0.2186, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
155		−{"wikidata_id": "Q3297791", "display_name": "Massmart", "legal_name": null, "aliases": [], "website": "https://www.massmart.co.za", "canonical_domain": "massmart.co.za", "country": "ZA", "hq_city": "Sandton", "hq_region": "City of Johannesburg Metropolitan Municipality", "lat": -26.107, "lon": 28.05167, "industries": ["retail"], "industry_labels": ["retail"], "founded_year": 1990, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q483551", "name": null}, "logo_url": null, "description": "South African firm", "sitelinks": 7, "importance": 0.2186, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
156		−{"wikidata_id": "Q4037537", "display_name": "Dornier Aviation Nigeria", "legal_name": "Dornier Aviation Nigeria", "aliases": ["Aiep"], "website": "https://www.dananig.aero", "canonical_domain": "dananig.aero", "country": "NG", "hq_city": "Kaduna", "hq_region": "Kaduna State", "lat": 10.49005, "lon": 7.41866, "industries": ["aerospace-defense", "airlines"], "industry_labels": [], "founded_year": 1979, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "airline", "sitelinks": 7, "importance": 0.2186, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
157		−{"wikidata_id": "Q6000236", "display_name": "Illovo Sugar", "legal_name": null, "aliases": [], "website": "https://www.illovosugar.com", "canonical_domain": "illovosugar.com", "country": "ZA", "hq_city": "Durban", "hq_region": "eThekwini Metropolitan Municipality", "lat": -29.85833, "lon": 31.025, "industries": ["agriculture"], "industry_labels": ["agriculture"], "founded_year": 1891, "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/ILLOVO_SUGAR_AFRICA_logo.png", "description": "sugar producer based in Durban, South Africa", "sitelinks": 7, "importance": 0.2186, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
158		−{"wikidata_id": "Q7885401", "display_name": "Union Bank of Nigeria", "legal_name": "Union Bank of Nigeria", "aliases": [], "website": "https://www.unionbankng.com", "canonical_domain": "unionbankng.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45228, "lon": 3.38792, "industries": ["financial-services"], "industry_labels": ["financial services"], "founded_year": 1917, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q7885401", "name": "Union Bank of Nigeria"}, "logo_url": null, "description": "Nigeria Bank", "sitelinks": 7, "importance": 0.2186, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
159		−{"wikidata_id": "Q795474", "display_name": "Cevital", "legal_name": null, "aliases": [], "website": "https://www.cevital.com", "canonical_domain": "cevital.com", "country": "DZ", "hq_city": "Kouba", "hq_region": "Hussein Dey District", "lat": 36.73361, "lon": 3.08639, "industries": ["agriculture", "retail", "logistics"], "industry_labels": ["industry", "agribusiness", "mass-market retailing", "logistics"], "founded_year": 1998, "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/Cevital_logo_2016.svg", "description": "Algerian multinational company", "sitelinks": 7, "importance": 0.2186, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
160		−{"wikidata_id": "Q11108502", "display_name": "Nigerian Breweries", "legal_name": null, "aliases": [], "website": "https://www.nbplc.com", "canonical_domain": "nbplc.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.48151, "lon": 3.36494, "industries": ["food-beverage"], "industry_labels": [], "founded_year": 1946, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "brewery company in Nigeria", "sitelinks": 6, "importance": 0.2046, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
161		−{"wikidata_id": "Q28402045", "display_name": "Ajaokuta Steel Mill", "legal_name": "Ajaookuta steel", "aliases": ["ASCL"], "website": "https://www.ajaokutasteel.com", "canonical_domain": "ajaokutasteel.com", "country": "NG", "hq_city": "Ajaokuta", "hq_region": "Kogi State", "lat": 7.50148, "lon": 6.68954, "industries": ["mining"], "industry_labels": [], "founded_year": 1979, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "steel milling company in Nigeria", "sitelinks": 6, "importance": 0.2046, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
162		−{"wikidata_id": "Q39050644", "display_name": "Verve International", "legal_name": null, "aliases": [], "website": "https://www.myverveworld.com", "canonical_domain": "myverveworld.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["financial-services"], "industry_labels": ["financial services"], "founded_year": 2009, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "payment card brand", "sitelinks": 6, "importance": 0.2046, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
163		−{"wikidata_id": "Q5216192", "display_name": "Dangote Cement", "legal_name": "Dangote Cement", "aliases": ["Dangote Cement Plc"], "website": "https://www.dangcem.com", "canonical_domain": "dangcem.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.47752, "lon": 3.72563, "industries": ["construction"], "industry_labels": ["cement industry"], "founded_year": 1992, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q3013553", "name": "Dangote Group"}, "logo_url": null, "description": "Nigerian multinational publicly traded cement manufacturer", "sitelinks": 6, "importance": 0.2046, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
164		−{"wikidata_id": "Q5446777", "display_name": "Fidelity Bank Nigeria", "legal_name": "Fidelity Bank Plc", "aliases": [], "website": "https://fidelitybank.ng", "canonical_domain": "fidelitybank.ng", "country": "NG", "hq_city": "Lagos State", "hq_region": "Nigeria", "lat": 6.437, "lon": 3.40996, "industries": ["financial-services"], "industry_labels": ["financial services"], "founded_year": 1988, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q5446777", "name": "Fidelity Bank Nigeria"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Fidelity-bank-nigeria.png", "description": "bank in Nigeria", "sitelinks": 6, "importance": 0.2046, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
165		−{"wikidata_id": "Q5616584", "display_name": "Guinness Nigeria", "legal_name": null, "aliases": [], "website": "https://www.guinness-nigeria.com", "canonical_domain": "guinness-nigeria.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["food-beverage"], "industry_labels": ["Guiness"], "founded_year": 1950, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": "0292002192H7C7H2H732", "sec_cik": null, "parent": null, "logo_url": null, "description": "Guinness brewery in Nigeria", "sitelinks": 6, "importance": 0.2046, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
166		−{"wikidata_id": "Q23461416", "display_name": "Chicken Republic", "legal_name": null, "aliases": [], "website": "https://www.chicken-republic.com", "canonical_domain": "chicken-republic.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["food-beverage"], "industry_labels": ["food service"], "founded_year": 2004, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Nigerian fast food chain", "sitelinks": 5, "importance": 0.1884, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
167		−{"wikidata_id": "Q55609582", "display_name": "Dignified Mobile Toilets", "legal_name": "Mobile Toilet", "aliases": [], "website": "https://www.dmttoilets.com", "canonical_domain": "dmttoilets.com", "country": "NG", "hq_city": "Nigeria", "hq_region": null, "lat": 9.0, "lon": 8.0, "industries": [], "industry_labels": [], "founded_year": 1992, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Mobile public toilet system based in Nigeria", "sitelinks": 5, "importance": 0.1884, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
168		−{"wikidata_id": "Q5570033", "display_name": "Globacom", "legal_name": null, "aliases": ["GLO", "Glo (company)"], "website": "https://www.gloworld.com", "canonical_domain": "gloworld.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["telecommunications"], "industry_labels": ["telecommunications industry", "mobile phone industry"], "founded_year": 2003, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Nigerian telecommunications company", "sitelinks": 5, "importance": 0.1884, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
169		−{"wikidata_id": "Q6794226", "display_name": "Mavin Records", "legal_name": "Mavin Records", "aliases": ["Rema"], "website": "https://www.mavinrecords.com", "canonical_domain": "mavinrecords.com", "country": "NG", "hq_city": "Lagos State", "hq_region": "Nigeria", "lat": 6.58333, "lon": 3.75, "industries": ["entertainment"], "industry_labels": ["music"], "founded_year": 2012, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Nigerian record label", "sitelinks": 5, "importance": 0.1884, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
170		−{"wikidata_id": "Q7537673", "display_name": "Skye Bank", "legal_name": "polaris bank", "aliases": ["Polaris Bank Limited"], "website": "https://www.polarisbanklimited.com", "canonical_domain": "polarisbanklimited.com", "country": "NG", "hq_city": "Lagos State", "hq_region": "Nigeria", "lat": 6.63926, "lon": 3.37511, "industries": ["financial-services"], "industry_labels": ["financial services"], "founded_year": 2006, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q7537673", "name": "Skye Bank"}, "logo_url": null, "description": "Nigerian commercial bank", "sitelinks": 5, "importance": 0.1884, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
171		−{"wikidata_id": "Q108392016", "display_name": "African Food Network", "legal_name": null, "aliases": ["Afri Food Network"], "website": "https://afrifoodnetwork.com", "canonical_domain": "afrifoodnetwork.com", "country": "NG", "hq_city": "Abuja", "hq_region": "Federal Capital Territory", "lat": 9.05556, "lon": 7.49139, "industries": ["food-beverage"], "industry_labels": ["food industry"], "founded_year": 2017, "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/Afri_Food_Network.jpg", "description": "food and drink company", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
172		−{"wikidata_id": "Q108532027", "display_name": "Adaba FM", "legal_name": "Adaba fm", "aliases": [], "website": "https://adaba889.fm", "canonical_domain": "adaba889.fm", "country": "NG", "hq_city": "Akure", "hq_region": "Ondo State", "lat": 7.32547, "lon": 5.12054, "industries": ["media"], "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": "radio station in Akure", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
173		−{"wikidata_id": "Q109524256", "display_name": "City FM", "legal_name": null, "aliases": [], "website": "https://www.city1051fm.com", "canonical_domain": "city1051fm.com", "country": "NG", "hq_city": null, "hq_region": null, "lat": 6.6333, "lon": 3.35351, "industries": ["media"], "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": "Nigerian radio station", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
174		−{"wikidata_id": "Q1288487", "display_name": "Intercontinental Bank", "legal_name": null, "aliases": [], "website": "https://www.intercontinentalbankplc.com", "canonical_domain": "intercontinentalbankplc.com", "country": "NG", "hq_city": "Victoria Island", "hq_region": "Lagos State", "lat": 6.43111, "lon": 3.41583, "industries": ["financial-services"], "industry_labels": ["financial services"], "founded_year": 1989, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "company", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
175		−{"wikidata_id": "Q19604475", "display_name": "Nigerian Export-Import Bank", "legal_name": null, "aliases": ["NEXIM"], "website": "https://www.neximbank.com.ng", "canonical_domain": "neximbank.com.ng", "country": "NG", "hq_city": "Abuja", "hq_region": "Federal Capital Territory", "lat": 9.05556, "lon": 7.49139, "industries": ["banking", "financial-services"], "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": "Nigerian export credit agency", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
176		−{"wikidata_id": "Q19903351", "display_name": "Interswitch", "legal_name": null, "aliases": [], "website": "https://www.interswitchgroup.com", "canonical_domain": "interswitchgroup.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["fintech"], "industry_labels": ["fintech"], "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/Interswitch_logo.svg", "description": "payment processing company", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
177		−{"wikidata_id": "Q21485092", "display_name": "Bet9ja", "legal_name": "Bet9ja", "aliases": [], "website": "https://mybet9ja.com", "canonical_domain": "mybet9ja.com", "country": "NG", "hq_city": null, "hq_region": null, "lat": null, "lon": null, "industries": ["entertainment"], "industry_labels": ["gambling"], "founded_year": 2013, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q21485092", "name": "Bet9ja"}, "logo_url": null, "description": "Nigerian online bookmaker company", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
178		−{"wikidata_id": "Q23020249", "display_name": "Chi Limited", "legal_name": null, "aliases": [], "website": "https://www.houseofchi.com", "canonical_domain": "houseofchi.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["food-beverage"], "industry_labels": ["food industry"], "founded_year": 1980, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q3295867", "name": "The Coca-Cola Company"}, "logo_url": null, "description": "CHI Limited is one of the most admired companies in the Food & Beverages industry in Nigeria. Today, CHI Limited is the market leader in the fruit juices and value-added dairy categories in Nigeria.", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
179		−{"wikidata_id": "Q24963782", "display_name": "LADOL", "legal_name": "LADOL Free Zone", "aliases": ["LFZ", "LADOL Base", "Lagos Deep Offshore Logistics Base"], "website": "https://www.ladol.com", "canonical_domain": "ladol.com", "country": "NG", "hq_city": "Apapa", "hq_region": "Lagos State", "lat": 6.44889, "lon": 3.35889, "industries": ["construction"], "industry_labels": [], "founded_year": 2000, "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/Ladol_Logo.png", "description": "privately owned logistics and engineering facility", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
180		−{"wikidata_id": "Q25047484", "display_name": "Ughelli Power Plant", "legal_name": null, "aliases": [], "website": "https://www.ughellipower.com", "canonical_domain": "ughellipower.com", "country": "NG", "hq_city": "Ughelli", "hq_region": "Delta State", "lat": 5.53989, "lon": 5.91511, "industries": ["energy"], "industry_labels": ["energy industry"], "founded_year": null, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "thermal plant in Ughelli, Nigeria", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
181		−{"wikidata_id": "Q25245509", "display_name": "Aiteo", "legal_name": "Aiteo", "aliases": [], "website": "https://www.aiteogroup.com", "canonical_domain": "aiteogroup.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["oil-gas"], "industry_labels": ["petroleum industry"], "founded_year": 2008, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Nigerian energy conglomerate", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
182		−{"wikidata_id": "Q28407799", "display_name": "Gamsole", "legal_name": null, "aliases": [], "website": "https://gamsole.com", "canonical_domain": "gamsole.com", "country": "NG", "hq_city": null, "hq_region": null, "lat": null, "lon": null, "industries": ["gaming"], "industry_labels": [], "founded_year": 2012, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Nigerian video game start-up", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
183		−{"wikidata_id": "Q30593738", "display_name": "SystemSpecs", "legal_name": "SystemSpecs", "aliases": [], "website": "https://www.systemspecs.com.ng", "canonical_domain": "systemspecs.com.ng", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": ["software"], "industry_labels": [], "founded_year": 1991, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q30593738", "name": "SystemSpecs"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/SystemSpecs_Logo.png", "description": "Nigerian computer software company", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
184		−{"wikidata_id": "Q5440356", "display_name": "Federal Radio Corporation of Nigeria", "legal_name": null, "aliases": [], "website": "https://www.radionigeria.gov.ng", "canonical_domain": "radionigeria.gov.ng", "country": "NG", "hq_city": null, "hq_region": null, "lat": 9.0416, "lon": 7.49132, "industries": ["media", "financial-services"], "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": "public fund radios organization, Nigeria", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
185		−{"wikidata_id": "Q60752055", "display_name": "House On The Rock", "legal_name": null, "aliases": [], "website": "https://houseontherock.org.ng", "canonical_domain": "houseontherock.org.ng", "country": "NG", "hq_city": null, "hq_region": null, "lat": 6.43667, "lon": 3.49361, "industries": [], "industry_labels": [], "founded_year": 1994, "employees": 0, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "church in Lagos, Nigeria", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
186		−{"wikidata_id": "Q60847842", "display_name": "Green Africa Airways", "legal_name": null, "aliases": ["GAA"], "website": "https://www.greenafrica.com", "canonical_domain": "greenafrica.com", "country": "NG", "hq_city": null, "hq_region": null, "lat": 6.57362, "lon": 3.35302, "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": "Nigerian airlane", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
187		−{"wikidata_id": "Q6344671", "display_name": "Kachifo Limited", "legal_name": null, "aliases": [], "website": "https://www.kachifo.com", "canonical_domain": "kachifo.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.30864, "lon": 3.82482, "industries": ["media"], "industry_labels": [], "founded_year": 2004, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "Nigerian independent publishing company", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
188		−{"wikidata_id": "Q6959743", "display_name": "Nairaland", "legal_name": null, "aliases": [], "website": "https://www.nairaland.com", "canonical_domain": "nairaland.com", "country": "NG", "hq_city": "Ogun State", "hq_region": "Nigeria", "lat": 7.12, "lon": 3.3725, "industries": ["internet"], "industry_labels": [], "founded_year": 2005, "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/Nairaland_Logo.png", "description": "Nigerian forum website", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
189		−{"wikidata_id": "Q7032809", "display_name": "Nigeria LNG", "legal_name": "Nigeria LNG", "aliases": [], "website": "https://www.nlng.com", "canonical_domain": "nlng.com", "country": "NG", "hq_city": "Rivers State", "hq_region": "Nigeria", "lat": 4.42586, "lon": 7.15314, "industries": ["energy"], "industry_labels": ["liquefied natural gas"], "founded_year": 1989, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q7032809", "name": "Nigeria LNG"}, "logo_url": null, "description": "liquefied natural gas plant of Nigeria", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
190		−{"wikidata_id": "Q7076201", "display_name": "Oceanic Bank", "legal_name": null, "aliases": [], "website": "https://www.oceanicbanknigeria.com", "canonical_domain": "oceanicbanknigeria.com", "country": "NG", "hq_city": "Abuja", "hq_region": "Federal Capital Territory", "lat": 9.05556, "lon": 7.49139, "industries": ["financial-services"], "industry_labels": ["finance"], "founded_year": 1990, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "defunct Nigerian bank", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
191		−{"wikidata_id": "Q7493681", "display_name": "Shell Nigeria", "legal_name": "Shell Nigeria", "aliases": ["Shell Petroleum Development Company of Nigeria Limited"], "website": "https://www.shell.com.ng", "canonical_domain": "shell.com.ng", "country": "NG", "hq_city": "Federal Capital Territory", "hq_region": "Nigeria", "lat": 6.61818, "lon": 3.37109, "industries": ["oil-gas"], "industry_labels": ["petroleum industry"], "founded_year": 1936, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q154950", "name": "Shell"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Shell_wordmark_2019.svg", "description": "Oil company, subsidiary of Shell", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
192		−{"wikidata_id": "Q7834708", "display_name": "Transnational Corporation of Nigeria", "legal_name": "Transnational Corporation of Nigeria", "aliases": [], "website": "https://www.transcorpnigeria.com", "canonical_domain": "transcorpnigeria.com", "country": "NG", "hq_city": "Lagos", "hq_region": "Lagos State", "lat": 6.45611, "lon": 3.39361, "industries": [], "industry_labels": [], "founded_year": 2004, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q7834708", "name": "Transnational Corporation of Nigeria"}, "logo_url": "https://commons.wikimedia.org/wiki/Special:FilePath/Transcorp_Group.svg", "description": "company", "sitelinks": 4, "importance": 0.1692, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-12T09:34:00+00:00"}
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	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"}
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	616	+{"wikidata_id": "Q4044375", "display_name": "Mistral Aviation", "legal_name": null, "aliases": [], "website": "https://www.easyaviation.co.za", "canonical_domain": "easyaviation.co.za", "country": "ZA", "hq_city": "Johannesburg", "hq_region": "City of Johannesburg Metropolitan Municipality", "lat": -26.20436, "lon": 28.04164, "industries": ["aerospace-defense", "airlines"], "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": "airline from the Republic of the Congo (2008-2014)", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
	617	+{"wikidata_id": "Q4146606", "display_name": "General Posts and Telecommunications Company", "legal_name": null, "aliases": [], "website": "https://www.gptc.ly", "canonical_domain": "gptc.ly", "country": "LY", "hq_city": "Tripoli", "hq_region": "Tripoli District", "lat": 32.8875, "lon": 13.1875, "industries": ["logistics"], "industry_labels": ["mail"], "founded_year": 1984, "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"}
	618	+{"wikidata_id": "Q4351971", "display_name": "Ghana Post", "legal_name": null, "aliases": [], "website": "https://ghanapost.com.gh", "canonical_domain": "ghanapost.com.gh", "country": "GH", "hq_city": null, "hq_region": null, "lat": null, "lon": null, "industries": ["logistics"], "industry_labels": ["mail"], "founded_year": 1995, "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/Ghana_Post_logo.png", "description": "Ghanaian postal service provider", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
	619	+{"wikidata_id": "Q4672813", "display_name": "Accra Brewery Limited", "legal_name": null, "aliases": ["ABL"], "website": "https://accrabrewery.com.gh", "canonical_domain": "accrabrewery.com.gh", "country": "GH", "hq_city": "Greater Accra Region", "hq_region": "Ghana", "lat": 5.75, "lon": 0.0, "industries": ["food-beverage"], "industry_labels": ["brewery"], "founded_year": 1931, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q128738", "name": "Anheuser-Busch InBev"}, "logo_url": null, "description": "manufacturers of alcoholic and non-alcoholic beverages", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
	620	+{"wikidata_id": "Q4688472", "display_name": "Aerosud", "legal_name": null, "aliases": [], "website": "https://www.aerosud.co.za", "canonical_domain": "aerosud.co.za", "country": "ZA", "hq_city": "Pretoria", "hq_region": "City of Tshwane Metropolitan Municipality", "lat": -25.74639, "lon": 28.18806, "industries": ["aerospace-defense"], "industry_labels": ["aerospace industry"], "founded_year": 1990, "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/Aerosud_New_Logo.png", "description": "aircraft manufacturer in South Africa", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
	621	+{"wikidata_id": "Q4689460", "display_name": "Afribank", "legal_name": "Afribank", "aliases": [], "website": "https://www.ixp.net.ng", "canonical_domain": "ixp.net.ng", "country": "NG", "hq_city": "Lagos State", "hq_region": "Nigeria", "lat": 6.44769, "lon": 3.3979, "industries": ["real-estate", "banking"], "industry_labels": ["real estate development", "economics of banking"], "founded_year": 1959, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": {"wikidata_id": "Q4689460", "name": "Afribank"}, "logo_url": null, "description": "Nigerian commercial banking, real estate and insurance broker", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
	622	+{"wikidata_id": "Q4689720", "display_name": "African Champion Industries", "legal_name": null, "aliases": [], "website": "https://www.africanchampionindustries.com", "canonical_domain": "africanchampionindustries.com", "country": "GH", "hq_city": "Tema", "hq_region": "Tema Metropolitan District", "lat": 5.7348, "lon": 0.0302, "industries": [], "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": null, "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
	623	+{"wikidata_id": "Q4690128", "display_name": "Afriland First Bank", "legal_name": null, "aliases": [], "website": "https://www.afrilandfirstbank.com", "canonical_domain": "afrilandfirstbank.com", "country": "CM", "hq_city": "Yaoundé", "hq_region": "Centre", "lat": 3.85778, "lon": 11.51806, "industries": ["financial-services"], "industry_labels": ["finance"], "founded_year": 1987, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "financial services institution in Cameroon", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
	624	+{"wikidata_id": "Q4693834", "display_name": "AgriSA", "legal_name": null, "aliases": [], "website": "https://www.agrisa.co.za", "canonical_domain": "agrisa.co.za", "country": "ZA", "hq_city": null, "hq_region": null, "lat": null, "lon": null, "industries": ["agriculture"], "industry_labels": [], "founded_year": 1904, "employees": null, "public_company": false, "ticker": null, "exchange": null, "lei": null, "sec_cik": null, "parent": null, "logo_url": null, "description": "agricultural organisation in South Africa", "sitelinks": 3, "importance": 0.1457, "tier": 4, "source": "wikidata", "harvested_at": "2026-09-13T07:17:29+00:00"}
	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 & 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"}

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spb/company-atlas

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

Theme