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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 6 new columns ({'landing_station', 'surveillance_level', 'landing_country', 'is_african', 'surveillance_basis', 'surveillance_jurisdiction'}) and 9 missing columns ({'rfs', 'lands_in_surveillance_jurisdiction', 'length_km', 'n_african_landings', 'owners', 'surveillance_jurisdictions', 'n_foreign_landings', 'n_landings', 'african_countries'}).

This happened while the csv dataset builder was generating data using

hf://datasets/electricsheepafrica/africa-submarine-cable-intercept-topology/ds4_cable_landings.csv (at revision f2720a5fd1d342675fa38573b3889e0068b3c389), [/tmp/hf-datasets-cache/medium/datasets/99993864342253-config-parquet-and-info-electricsheepafrica-afric-a69d0f6a/hub/datasets--electricsheepafrica--africa-submarine-cable-intercept-topology/snapshots/f2720a5fd1d342675fa38573b3889e0068b3c389/ds4_cable_exposure.csv (origin=hf://datasets/electricsheepafrica/africa-submarine-cable-intercept-topology@f2720a5fd1d342675fa38573b3889e0068b3c389/ds4_cable_exposure.csv), /tmp/hf-datasets-cache/medium/datasets/99993864342253-config-parquet-and-info-electricsheepafrica-afric-a69d0f6a/hub/datasets--electricsheepafrica--africa-submarine-cable-intercept-topology/snapshots/f2720a5fd1d342675fa38573b3889e0068b3c389/ds4_cable_landings.csv (origin=hf://datasets/electricsheepafrica/africa-submarine-cable-intercept-topology@f2720a5fd1d342675fa38573b3889e0068b3c389/ds4_cable_landings.csv), /tmp/hf-datasets-cache/medium/datasets/99993864342253-config-parquet-and-info-electricsheepafrica-afric-a69d0f6a/hub/datasets--electricsheepafrica--africa-submarine-cable-intercept-topology/snapshots/f2720a5fd1d342675fa38573b3889e0068b3c389/ds4_country_exposure.csv (origin=hf://datasets/electricsheepafrica/africa-submarine-cable-intercept-topology@f2720a5fd1d342675fa38573b3889e0068b3c389/ds4_country_exposure.csv)]

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              cable_id: string
              cable: string
              landing_country: string
              landing_station: string
              is_african: bool
              surveillance_jurisdiction: bool
              surveillance_level: string
              surveillance_basis: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1279
              to
              {'cable_id': Value('string'), 'cable': Value('string'), 'rfs': Value('string'), 'length_km': Value('string'), 'owners': Value('string'), 'n_landings': Value('int64'), 'african_countries': Value('string'), 'n_african_landings': Value('int64'), 'n_foreign_landings': Value('int64'), 'lands_in_surveillance_jurisdiction': Value('bool'), 'surveillance_jurisdictions': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1348, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 6 new columns ({'landing_station', 'surveillance_level', 'landing_country', 'is_african', 'surveillance_basis', 'surveillance_jurisdiction'}) and 9 missing columns ({'rfs', 'lands_in_surveillance_jurisdiction', 'length_km', 'n_african_landings', 'owners', 'surveillance_jurisdictions', 'n_foreign_landings', 'n_landings', 'african_countries'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/electricsheepafrica/africa-submarine-cable-intercept-topology/ds4_cable_landings.csv (at revision f2720a5fd1d342675fa38573b3889e0068b3c389), [/tmp/hf-datasets-cache/medium/datasets/99993864342253-config-parquet-and-info-electricsheepafrica-afric-a69d0f6a/hub/datasets--electricsheepafrica--africa-submarine-cable-intercept-topology/snapshots/f2720a5fd1d342675fa38573b3889e0068b3c389/ds4_cable_exposure.csv (origin=hf://datasets/electricsheepafrica/africa-submarine-cable-intercept-topology@f2720a5fd1d342675fa38573b3889e0068b3c389/ds4_cable_exposure.csv), /tmp/hf-datasets-cache/medium/datasets/99993864342253-config-parquet-and-info-electricsheepafrica-afric-a69d0f6a/hub/datasets--electricsheepafrica--africa-submarine-cable-intercept-topology/snapshots/f2720a5fd1d342675fa38573b3889e0068b3c389/ds4_cable_landings.csv (origin=hf://datasets/electricsheepafrica/africa-submarine-cable-intercept-topology@f2720a5fd1d342675fa38573b3889e0068b3c389/ds4_cable_landings.csv), /tmp/hf-datasets-cache/medium/datasets/99993864342253-config-parquet-and-info-electricsheepafrica-afric-a69d0f6a/hub/datasets--electricsheepafrica--africa-submarine-cable-intercept-topology/snapshots/f2720a5fd1d342675fa38573b3889e0068b3c389/ds4_country_exposure.csv (origin=hf://datasets/electricsheepafrica/africa-submarine-cable-intercept-topology@f2720a5fd1d342675fa38573b3889e0068b3c389/ds4_country_exposure.csv)]
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

cable_id
string
cable
string
rfs
string
length_km
string
owners
string
n_landings
int64
african_countries
string
n_african_landings
int64
n_foreign_landings
int64
lands_in_surveillance_jurisdiction
bool
surveillance_jurisdictions
string
2africa
2Africa
2024
45,000 km
Bayobab, China Mobile, Meta, Orange, Telecom Egypt, Vodafone, WIOCC, center3
50
Angola; Comoros; Côte d'Ivoire; Djibouti; Egypt; Gabon; Ghana; Kenya; Madagascar; Mozambique; Nigeria; Senegal; Seychelles; Somalia; South Africa; Sudan; Tanzania
27
23
true
France; Italy; Portugal; Spain; United Kingdom
aden-djibouti
Aden-Djibouti
1994
269 km
Djibouti Telecom, Orange, Sparkle, Tata Communications, TeleYemen
2
Djibouti
1
1
false
null
africa-coast-to-europe-ace
Africa Coast to Europe (ACE)
2012 December
17,000 km
Bayobab, Cable Consortium of Liberia, Canalink, Dolphin Telecom, GUILAB, Gambia Submarine Cable Company, International Mauritania Telecom, Orange, Orange Cameroun, Orange Cote d’Ivoire, Orange Mali, Republic of Cameroon, Republic of Equatorial Guinea, Republic of Gabon, Republic of Guinea Bissau, SBIN (Société Béninois...
18
Benin; Côte d'Ivoire; Equatorial Guinea; Gabon; Gambia; Ghana; Guinea; Guinea-Bissau; Liberia; Mauritania; Nigeria; Senegal; Sierra Leone; South Africa; São Tomé and Príncipe
15
3
true
France; Portugal; Spain
africa-1
Africa-1
2027
10,000 km
G42, Mobily, Pakistan Telecommunications Company Ltd., TeleYemen, Telecom Egypt, Zain Omantel International, e&
11
Algeria; Djibouti; Egypt; Kenya; Somalia
6
5
true
France
aletar
Aletar
1997 April
787 km
Liban Telecom, Syrian Telecommunications Establishment, Telecom Egypt
2
Egypt
1
1
false
null
alpal-2
Alpal-2
2002 July
312 km
Algerie Telecom, Orange, Sparkle, Telxius
2
Algeria
1
1
true
Spain
asia-africa-europe-1-aae-1
Asia Africa Europe-1 (AAE-1)
2017 June
25,000 km
China Unicom, Djibouti Telecom, Hyalroute, Metfone, Mobily, National Telecom, OTEGLOBE, Ooredoo, PCCW, Pakistan Telecommunications Company Ltd., Reliance Jio Infocomm, Retelit, TIME dotCom, TeleYemen, Telecom Egypt, VNPT International, Viettel Corporation, Zain Omantel International, e&
20
Djibouti; Egypt
3
17
true
France; Italy
atlas-offshore
Atlas Offshore
2007 July
1,634 km
Maroc Telecom
2
Morocco
1
1
true
France
avassa
Avassa
2016 November
260 km
Comores Telecom, STOI
4
Comoros
3
1
true
France
cabo-verde-telecom-domestic-submarine-cable-phase-1
Cabo Verde Telecom Domestic Submarine Cable Phase 1
1997
null
Cabo Verde Telecom (CVT)
5
Cabo Verde
5
0
false
null
cabo-verde-telecom-domestic-submarine-cable-phase-2
Cabo Verde Telecom Domestic Submarine Cable Phase 2
2002
null
Cabo Verde Telecom (CVT)
3
Cabo Verde
3
0
false
null
cabo-verde-telecom-domestic-submarine-cable-phase-3
Cabo Verde Telecom Domestic Submarine Cable Phase 3
2011
null
Cabo Verde Telecom (CVT)
8
Cabo Verde
8
0
false
null
canalink
Canalink
2011
1,835 km
IT3
8
Morocco
1
7
true
Spain
ceiba-1
Ceiba-1
2011 June
287 km
GITGE (Gestor de Infraestructuras de Telecomunicaciones de Guinea Ecuatorial)
2
Equatorial Guinea
2
0
false
null
ceiba-2
Ceiba-2
2017
290 km
GITGE (Gestor de Infraestructuras de Telecomunicaciones de Guinea Ecuatorial)
3
Cameroon; Equatorial Guinea
3
0
false
null
comoros-domestic-cable-system
Comoros Domestic Cable System
2010
null
Comores Telecom
3
Comoros
3
0
false
null
coral-bridge
Coral Bridge
2025 August
null
NaiTel, Telecom Egypt
2
Egypt
1
1
false
null
daraja
Daraja
2026
4,108 km
Meta, Safaricom
2
Kenya
1
1
false
null
didon
Didon
2014 May
170 km
Ooredoo Tunisie, Orange Tunisie
2
Tunisia
1
1
true
Italy
djibouti-africa-regional-express-1-dare-1
Djibouti Africa Regional Express 1 (DARE 1)
2021 February
4,854 km
Djibouti Telecom, Hormuud Telecom Somalia, Somtel International, Telkom Kenya
12
Djibouti; Kenya; Madagascar; Mozambique; Somalia; South Africa; Tanzania
12
0
false
null
eagle
EAGLE
2028 Q4
1,900 km
4iG Group, Telecom Egypt
3
Egypt
1
2
true
Italy
eastern-africa-submarine-system-eassy
Eastern Africa Submarine System (EASSy)
2010 July
10,500 km
BT, Bayobab, Bharti Airtel, Botswana Fibre Networks, Comores Telecom, Djibouti Telecom, Liquid Intelligent Technologies, Mauritius Telecom, Orange, Sudatel, Tanzania Telecommunication Corporation, Telkom Kenya, Telkom South Africa, Telma (Telecom Malagasy), Vodacom DRC, WIOCC, Zambia Telecom, center3, e&
9
Comoros; Djibouti; Kenya; Madagascar; Mozambique; Somalia; South Africa; Sudan; Tanzania
9
0
false
null
ellalink
EllaLink
2021 June
6,200 km
EllaLink
7
Cabo Verde; Mauritania; Morocco
3
4
true
Portugal
equiano
Equiano
2023 February
15,000 km
Google
6
Namibia; Nigeria; South Africa; Togo
4
2
true
Portugal
est-tet
Est-Tet
1994 July
113 km
Maroc Telecom, Telxius
2
Morocco
1
1
true
Spain
europe-india-gateway-eig
Europe India Gateway (EIG)
2011 February
15,000 km
AT&T, Altice Portugal, BT, Bayobab, Bharat Sanchar Nigam Ltd. (BSNL), Bharti Airtel, Djibouti Telecom, Gibtelecom, Kalaam Telecom, Libya International Telecommunications Company, Telecom Egypt, Telkom South Africa, Verizon, Vodafone, Zain Omantel International, center3, du
12
Djibouti; Egypt; Libya
4
8
true
Portugal; United Kingdom
falcon
FALCON
2006 September
10,300 km
FLAG
19
Egypt; Sudan
2
17
false
null
fea
FEA
1997 November
null
FLAG
8
Egypt
1
7
false
null
fly-lion3
FLY-LION3
2019 October
400 km
Comoros Cables, Orange, Société Réunionnaise du Radiotéléphone
2
Comoros
1
1
true
France
glo-1
Glo-1
2010 October
9,800 km
Globacom Limited
3
Ghana; Nigeria
2
1
true
United Kingdom
gulf2africa-g2a
Gulf2Africa (G2A)
2017 December
1,500 km
Golis Telecommunications, Telesom, Zain Omantel International
3
Somalia
2
1
false
null
hannibal-system
HANNIBAL System
2009 October
178 km
Tunisia Telecom
2
Tunisia
1
1
true
Italy
hawk
Hawk
2011
3,400 km
FLAG
3
Egypt
1
2
true
France
imewe
IMEWE
2010 December
12,091 km
Bharti Airtel, Ogero, Orange, Pakistan Telecommunications Company Ltd., Sparkle, Tata Communications, Telecom Egypt, center3, e&
9
Egypt
2
7
true
France; Italy
india-europe-xpress-iex
India Europe Xpress (IEX)
2026 Q3
9,775 km
China Mobile, Reliance Jio Infocomm
11
Djibouti; Egypt
3
8
true
France; Italy
italy-libya
Italy-Libya
1998
570 km
Libya International Telecommunications Company, Sparkle
2
Libya
1
1
true
Italy
lfon-libyan-fiber-optic-network
LFON (Libyan Fiber Optic Network)
1999
1,639 km
Libyan Post, Telecommunications and Information Technology Company (LPTIC Holding)
13
Libya
13
0
false
null
lake-albert-1
Lake Albert 1
2019
51 km
Bandwidth and Cloud Services (BCS)
2
Uganda
1
1
false
null
lake-albert-2
Lake Albert 2
2020
44 km
Bandwidth and Cloud Services (BCS)
2
Uganda
1
1
false
null
libreville-port-gentil-cable
Libreville-Port Gentil Cable
2012 April
198 km
Republic of Gabon
2
Gabon
2
0
false
null
lower-indian-ocean-network-lion
Lower Indian Ocean Network (LION)
2009 November
1,060 km
Mauritius Telecom, Orange, Orange Madagascar
3
Madagascar; Mauritius
2
1
false
null
lower-indian-ocean-network-2-lion2
Lower Indian Ocean Network 2 (LION2)
2012 April
2,700 km
Emtel, Mauritius Telecom, Orange, Orange Madagascar, Société Réunionnaise du Radiotéléphone, Telkom Kenya
2
Kenya
1
1
true
France
mainone
MainOne
2010 July
7,000 km
MainOne - An Equinix Company
5
Côte d'Ivoire; Ghana; Nigeria; Senegal
4
1
true
Portugal
maroc-telecom-west-africa
Maroc Telecom West Africa
2021 July
8,600 km
Maroc Telecom
6
Benin; Côte d'Ivoire; Gabon; Morocco; Togo
6
0
false
null
mauritius-and-rodrigues-submarine-cable-system-mars
Mauritius and Rodrigues Submarine Cable System (MARS)
2019 February
677 km
Mauritius Telecom
2
Mauritius
2
0
false
null
med-cable-network
Med Cable Network
2005 October
1,300 km
Orascom Telecom Holding
4
Algeria
3
1
true
France
medusa-submarine-cable-system
Medusa Submarine Cable System
2026
8,760 km
AFRIX Telecom
18
Algeria; Egypt; Libya; Morocco; Tunisia
8
10
true
France; Italy; Portugal; Spain
meltingpot-indianoceanic-submarine-system-metiss
Meltingpot Indianoceanic Submarine System (METISS)
2021 March
3,200 km
***Canal+ Telecom***, CEB Fibernet, Emtel, SFR, Telma (Telecom Malagasy), Zeop (incl. Reunicable)
4
Madagascar; Mauritius; South Africa
3
1
false
null
middle-east-north-africa-mena-cable-systemgulf-bridge-international
Middle East North Africa (MENA) Cable System/Gulf Bridge International
2014 December
8,000 km
Gulf Bridge International, Telecom Egypt
5
Egypt
2
3
true
Italy
mobily-red-sea-cable-mrsc
Mobily Red Sea Cable (MRSC)
2027
null
Mobily
2
Egypt
1
1
false
null
nigeria-cameroon-submarine-cable-system-ncscs
Nigeria Cameroon Submarine Cable System (NCSCS)
2015 December
1,100 km
Camtel
2
Cameroon; Nigeria
2
0
false
null
oran-valencia-orval
Oran-Valencia (ORVAL)
2020 December
770 km
Algerie Telecom
3
Algeria
2
1
true
Spain
peace-cable
PEACE Cable
2022 March
25,000 km
Peace Cable International Network Co. Ltd.
14
Egypt; Kenya; Seychelles; Somalia; Tunisia
6
8
true
France
project-waterworth
Project Waterworth
null
50,000 km
Meta
9
South Africa
2
7
true
United States
raman
Raman
2026
7,376 km
Google, Sparkle, Zain Omantel International
6
Djibouti
1
5
false
null
red2med
Red2Med
2023 Q1
420 km
Telecom Egypt
4
Egypt
4
0
false
null
safe
SAFE
2002 April
13,500 km
AT&T, Angola Telecom, BICS, Camtel, China Telecom, Chunghwa Telecom, Cogent, Ghana Telecommunications Company, KPN, Liquid Intelligent Technologies, Maroc Telecom, Mauritius Telecom, NATCOM (Nigeria), OPT, Orange, Orange Cote d’Ivoire, PCCW, Singtel, Sonatel, Sparkle, Tata Communications, Telecom Namibia, Telefonica, T...
6
Mauritius; South Africa
3
3
false
null
sat-3wasc
SAT-3/WASC
2002 April
14,350 km
AT&T, Altice Portugal, Angola Telecom, BICS, BT, Camtel, China Telecom, Chunghwa Telecom, Cogent, Cyta, Deutsche Telekom, Ghana Telecommunications Company, KPN, KT, Liquid Intelligent Technologies, Maroc Telecom, Mauritius Telecom, NATCOM (Nigeria), OPT, Orange, Orange Cote d’Ivoire, PCCW, SBIN (La Société Béninoise d’...
12
Angola; Benin; Cameroon; Côte d'Ivoire; Gabon; Ghana; Nigeria; Senegal; South Africa
9
3
true
Portugal; Spain
seacomtata-tgn-eurasia
SEACOM/Tata TGN-Eurasia
2009 July
15,000 km
SEACOM, Tata Communications
8
Djibouti; Egypt; Kenya; Mozambique; South Africa; Tanzania
6
2
false
null
saudi-arabia-sudan-1-sas-1
Saudi Arabia-Sudan-1 (SAS-1)
2003 April
333 km
Sudatel, The Arab Investment Company, center3
2
Sudan
1
1
false
null
saudi-arabia-sudan-2-sas-2
Saudi Arabia-Sudan-2 (SAS-2)
2011 July
330 km
Sudatel, center3
2
Sudan
1
1
false
null
seamewe-4
SeaMeWe-4
2005 December
20,000 km
Algerie Telecom, Bangladesh Submarine Cable Company Limited (BSCCL), Bharti Airtel, National Telecom, Orange, Pakistan Telecommunications Company Ltd., Singtel, Sparkle, Sri Lanka Telecom, Tata Communications, Telecom Egypt, Telekom Malaysia, Tunisia Telecom, Verizon, center3, e&
16
Algeria; Egypt; Tunisia
4
12
true
France; Italy
seamewe-5
SeaMeWe-5
2016 December
20,000 km
Bangladesh Submarine Cable Company Limited (BSCCL), China Mobile, China Telecom, China Unicom, Djibouti Telecom, Myanmar Post and Telecommunication (MPT), Ooredoo, Orange, Singtel, Sparkle, Sri Lanka Telecom, TeleYemen, Telecom Egypt, Telekom Malaysia, Telkom Indonesia, Transworld, center3, du
18
Djibouti; Egypt
3
15
true
France; Italy
seamewe-6
SeaMeWe-6
2027
21,700 km
Bahrain Telecommunications Company (Batelco), Bangladesh Submarine Cable Company Limited (BSCCL), Bharti Airtel, China Unicom, Dhiraagu, Djibouti Telecom, Microsoft, Mobily, Orange, PCCW, Singtel, Sri Lanka Telecom, Telecom Egypt, Telekom Malaysia, Telin, Transworld
17
Djibouti; Egypt
3
14
true
France
senegal-horn-of-africa-regional-express-share-cable
Senegal Horn of Africa Regional Express (SHARE) Cable
2023 Q3
720 km
Sénégal Numérique SA
2
Cabo Verde; Senegal
2
0
false
null
seychelles-to-east-africa-system-seas
Seychelles to East Africa System (SEAS)
2012 August
1,930 km
Seychelles Cable System Ltd.
2
Seychelles; Tanzania
2
0
false
null
silphium
Silphium
2013 January
425 km
Libya International Telecommunications Company
2
Libya
1
1
false
null
south-atlantic-cable-system-sacs
South Atlantic Cable System (SACS)
2018 September
6,165 km
Angola Cables
2
Angola
1
1
false
null
south-atlantic-inter-link-sail
South Atlantic Inter Link (SAIL)
2020
5,800 km
Camtel, China Unicom
2
Cameroon
1
1
false
null
t3
T3
2023 Q4
3,200 km
Liquid Intelligent Technologies, Mauritius Telecom
2
Mauritius; South Africa
2
0
false
null
te-northtgn-eurasiaseacomalexandrosmedex
TE North/TGN-Eurasia/SEACOM/Alexandros/Medex
2011 July
3,634 km
Algerie Telecom, Cyta, PCCW, SEACOM, Tata Communications, Telecom Egypt
4
Algeria; Egypt
2
2
true
France
taba-aqaba
Taba-Aqaba
1998
13 km
National Electric Power Company of Jordan
2
Egypt
1
1
false
null
the-east-african-marine-system-teams
The East African Marine System (TEAMS)
2009 October
5,054 km
TEAMS Ltd., e&
2
Kenya
1
1
false
null
tobrok-emasaed-cable-system
Tobrok-Emasaed Cable System
2010 October
178 km
Libya International Telecommunications Company
2
Libya
2
0
false
null
ultramar-ge
Ultramar GE
2023 March
263 km
GITGE (Gestor de Infraestructuras de Telecomunicaciones de Guinea Ecuatorial)
2
Equatorial Guinea; São Tomé and Príncipe
2
0
false
null
umoja
Umoja
2028
null
Google
2
South Africa
1
1
false
null
unitel-north-submarine-cable-unsc
Unitel North Submarine Cable (UNSC)
2023 January
1,145 km
Unitel (Angola)
4
Angola
4
0
false
null
west-africa-cable-system-wacs
West Africa Cable System (WACS)
2012 May
14,530 km
Altice Portugal, Angola Cables, Bayobab, Broadband Infraco, Camtel, Cape Verde Telecom, Congo Telecom, Liquid Intelligent Technologies, Office Congolais de Poste et Télécommunication, PCCW, Tata Communications, Telecom Namibia, Telkom South Africa, Togo Telecom, Vodacom DRC, Vodafone, Vodafone Espana, Vodafone Ghana
13
Angola; Cabo Verde; Cameroon; Côte d'Ivoire; Ghana; Namibia; Nigeria; South Africa; Togo
9
4
true
Portugal; Spain
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
2africa
2Africa
null
null
null
null
null
null
null
null
null
End of preview.

Africa Submarine Cable Intercept Topology

Electric Sheep Africa · Post-Quantum Cryptographic Exposure cluster · dataset DS-4 · v0.1

African digital infrastructure is being recorded by state actors today under the assumption it will be decryptable once quantum computers arrive (2030–2035 per NIST/NCSC/ENISA). This dataset is one dimension of the Africa-specific evidence for that claim.

What this dataset answers

Which African countries' traffic is most exposed at foreign cable-landing stations, and which jurisdiction does each cable hand traffic to?

Key findings (v0.1)

  • 78 submarine cables land in at least one African country.
  • 10 African countries have 100% of their cables landing in a foreign bulk-interception jurisdiction (Algeria, Ghana, Tunisia, Mauritania, Namibia, Gambia, Guinea, Guinea-Bissau, Liberia, Sierra Leone).
  • Every cable serving Ghana lands in the EU or UK; 7 of Nigeria's 8 do.

Files

ds4_country_exposure.csv (36 rows)

Column Example
country Algeria
n_cables 7
n_cables_landing_in_surveillance_jurisdiction 7
pct_cables_exposed 100.0
exposure_jurisdictions France; Italy; Portugal; Spain

ds4_cable_exposure.csv (78 rows)

Column Example
cable_id 2africa
cable 2Africa
rfs 2024
length_km 45,000 km
owners Bayobab, China Mobile, Meta, Orange, Telecom Egypt, Vodafone…
n_landings 50
african_countries Angola; Comoros; Côte d'Ivoire; Djibouti; Egypt; Gabon; Ghan…
n_african_landings 27
n_foreign_landings 23
lands_in_surveillance_jurisdiction True
surveillance_jurisdictions France; Italy; Portugal; Spain; United Kingdom

ds4_cable_landings.csv (494 rows)

Column Example
cable_id 2africa
cable 2Africa
landing_country Angola
landing_station Luanda, Angola
is_african True
surveillance_jurisdiction False
surveillance_level nan
surveillance_basis nan

Method

Every submarine cable in the TeleGeography Submarine Cable Map (public v3 API) was retrieved, filtered to those with at least one African landing point, and each landing classified by jurisdiction. Non-African landings are flagged against a reference of jurisdictions with documented or legally-authorised bulk-interception programs (UK IPA 2016 / GCHQ Tempora, US FISA 702 / EO 12333, FR Loi Renseignement, DE BND, NL Wiv 2017, and EU national-security interception in PT/IT/ES).

Sources

TeleGeography Submarine Cable Map v3 (submarinecablemap.com).

Limitations

Landing-point jurisdiction is a structural exposure indicator, not proof of interception of any specific cable. Ownership and capacity fields depend on TeleGeography completeness.

How to cite

Electric Sheep Africa (2026). Africa Submarine Cable Intercept Topology (africa-submarine-cable-intercept-topology). African Cryptographic Exposure & Post-Quantum Risk dataset cluster. Hugging Face. https://huggingface.co/datasets/electricsheepafrica/africa-submarine-cable-intercept-topology
@dataset{esa_africa_submarine_cable_intercept_topology_2026,
  title  = {Africa Submarine Cable Intercept Topology},
  author = {Electric Sheep Africa},
  year   = {2026},
  publisher = {Hugging Face},
  url    = {https://huggingface.co/datasets/electricsheepafrica/africa-submarine-cable-intercept-topology}
}

Part of the cluster

This is one of eight datasets in the African Cryptographic Exposure & Post-Quantum Risk cluster by Electric Sheep Africa. The others cover TLS deployment, certificate-authority dependency, algorithm inventory, submarine cable topology, IXP/routing exposure, the regulatory gap, incident history, and PQC migration cost. See the collection on the electricsheepafrica org page.

Methodology & ethics

All collection is passive and uses public data, or standard TLS handshakes against publicly reachable endpoints (the same a browser performs). No interception, no exploitation, no private access. Figures are v0.1 and reproducible from the open collector code.

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