Spelling record · free access
Lian
One spelling. All preserved contexts.
Read claims alongside their sources.
- Script
- Latin
- Compound status
- Unknown
- In this record
- Relationships: 3 · observations: 31
Candidate data 1.0.0. Unknown values have not been filled with guesses.
Language information
Dictionary information and other contexts are kept separate. A statistical territory does not establish the language of a name; a classification does not determine a person's gender.
Dictionary contexts
None provided for this spelling in this version.
Other contexts
| Language | Gender in source | Basis | Evidence |
|---|---|---|---|
| Not specified | Not specified | Source classification | EvidenceLanguage: Not specified. Source category: Not specified. Basis: Source classification. This is a source claim, not a statement about a particular person. Open source and technical details →Technical details and JSONOriginal claim{
"basis": "source_classification",
"context_id": "ctx:3f450dd9-9b2a-506b-a98d-8659e74e99d1",
"country": null,
"evidence_id": "ev:2a98faa2-3ea3-5253-8eab-1c1e70e649f9",
"form_id": "frm:d10e7812-fb0c-5131-8dfa-5bc450cefc79",
"gender": "unisex",
"language": null
} |
| Not specified | Male | Birth statistics | EvidenceLanguage: Not specified. Source category: Male. Basis: Birth statistics. This is a source claim, not a statement about a particular person. Open source and technical details →Technical details and JSONOriginal claim{
"basis": "official_birth_statistics",
"context_id": "ctx:0fde48ff-6355-56d7-a9ed-26ec68fbbdfd",
"country": "DE",
"evidence_id": "ev:28aa1f35-61ad-5268-8967-a79ab93d988f",
"form_id": "frm:d10e7812-fb0c-5131-8dfa-5bc450cefc79",
"gender": "male",
"language": null
} |
| Not specified | Female | Birth statistics | EvidenceLanguage: Not specified. Source category: Female. Basis: Birth statistics. This is a source claim, not a statement about a particular person. Open source and technical details →Technical details and JSONOriginal claim{
"basis": "official_birth_statistics",
"context_id": "ctx:ee47a2ed-fb19-54c2-903f-001fa687542a",
"country": "DE",
"evidence_id": "ev:c7a53119-c6e6-586a-8380-605738668e2c",
"form_id": "frm:d10e7812-fb0c-5131-8dfa-5bc450cefc79",
"gender": "female",
"language": null
} |
Related spellings
Every relationship has a direction and type. Source-reported equivalence does not imply universal interchangeability.
Relationships: 3
| From | To | Type | Evidence |
|---|---|---|---|
| Lian | Liam | Source-reported equivalence | EvidenceThe source reports a relationship of type «Source-reported equivalence». The direction is shown in the table row. Open source and technical details →Technical details and JSONOriginal claim{
"evidence_id": "ev:085e0f44-c623-5004-ad90-f829b5395f22",
"from_form_id": "frm:d10e7812-fb0c-5131-8dfa-5bc450cefc79",
"language": null,
"link_id": "lnk:52de1951-f0f1-539e-b8fd-f629fdcf39b7",
"position": null,
"relation": "source_equivalence",
"scheme": null,
"to_form_id": "frm:51660297-098b-5c23-b695-6e42863da5b5"
} |
| Lian | Lyan | Source-reported equivalence | EvidenceThe source reports a relationship of type «Source-reported equivalence». The direction is shown in the table row. Open source and technical details →Technical details and JSONOriginal claim{
"evidence_id": "ev:d96c568c-3007-5eae-be47-193f4cbbeb47",
"from_form_id": "frm:d10e7812-fb0c-5131-8dfa-5bc450cefc79",
"language": null,
"link_id": "lnk:74716c60-6a09-5f23-8ee7-c30fd3b545ae",
"position": null,
"relation": "source_equivalence",
"scheme": null,
"to_form_id": "frm:cd9d70d7-2266-5aa1-b67c-7936425352d1"
} |
| Lian | Liana | Source-reported equivalence | EvidenceThe source reports a relationship of type «Source-reported equivalence». The direction is shown in the table row. Open source and technical details →Technical details and JSONOriginal claim{
"evidence_id": "ev:7a1bcb24-ab26-5343-8145-201987545f9d",
"from_form_id": "frm:d10e7812-fb0c-5131-8dfa-5bc450cefc79",
"language": null,
"link_id": "lnk:acb9ba3e-0c00-5907-a336-bf729b8fd94b",
"position": null,
"relation": "source_equivalence",
"scheme": null,
"to_form_id": "frm:a89772b1-89e7-5765-9d98-6becdee59c8a"
} |
Usage in statistics
Series differ in coverage and counting units. Values cannot be added together to measure global popularity.
Observations shown: 31
| Territory | Year | Category | Name position | Count |
|---|---|---|---|---|
| United States | 2025 | Female | Not available | 42 |
| United States | 2025 | Male | Not available | 752 |
| Germany | 2023 | Male | Not available | 39 |
| England and Wales | 2025 | Male | Not available | 14 |
| England and Wales | 2025 | Female | Not available | 17 |
| Cologne | 2022 | Male | 1 | 25 |
| Cologne | 2022 | Male | 2 | 1 |
| Cologne | 2010 | Male | Not available | 6 |
| Cologne | 2010 | Female | Not available | 1 |
| Cologne | 2011 | Male | Not available | 5 |
| Cologne | 2012 | Male | Not available | 8 |
| Cologne | 2013 | Male | Not available | 22 |
| Cologne | 2013 | Female | Not available | 2 |
| Cologne | 2014 | Male | Not available | 10 |
| Cologne | 2015 | Male | Not available | 5 |
| Cologne | 2015 | Female | Not available | 1 |
| Cologne | 2016 | Male | Not available | 18 |
| Cologne | 2017 | Male | Not available | 10 |
| Cologne | 2017 | Male | Not available | 3 |
| Cologne | 2017 | Female | Not available | 1 |
| Cologne | 2017 | Female | Not available | 1 |
| Cologne | 2018 | Male | Not available | 25 |
| Cologne | 2018 | Female | Not available | 1 |
| Cologne | 2019 | Male | 1 | 24 |
| Cologne | 2019 | Female | 1 | 3 |
| Cologne | 2019 | Male | 2 | 3 |
| Cologne | 2020 | Male | 1 | 25 |
| Cologne | 2020 | Male | 2 | 2 |
| Cologne | 2020 | Female | 1 | 1 |
| Cologne | 2021 | Male | 1 | 26 |
| Cologne | 2021 | Male | 2 | 6 |
An unspecified position is not treated as first position. Full counting units, methods and qualifications are preserved in the original data.
Observation technical details
[
{
"country": "US",
"global_name_gender_inferred": false,
"method": "deterministic_sum_of_source_counts",
"published_count": 42,
"reported_sex": "female",
"source_csv_rows": [
2153427
],
"source_ref": "US",
"year": 2025
},
{
"country": "US",
"global_name_gender_inferred": false,
"method": "deterministic_sum_of_source_counts",
"published_count": 752,
"reported_sex": "male",
"source_csv_rows": [
2167531
],
"source_ref": "US",
"year": 2025
},
{
"country": "DE",
"global_name_gender_inferred": false,
"method": "deterministic_sum_of_source_counts",
"published_count": 39,
"reported_sex": "male",
"source_csv_rows": [
142554,
142944,
143839,
144754,
145218,
146285,
146967,
151632,
152526,
153804,
154445
],
"source_ref": "DE",
"year": 2023
},
{
"country": "GB",
"geography": "England and Wales",
"global_name_gender_inferred": false,
"method": "source_reported",
"population_scope_ref": "boys-2025.xlsx:Notes!A6:B6",
"published_count": 14,
"published_rank": 1798,
"rank_quality": "source_rank_disagrees_with_published_counts",
"reported_sex": "male",
"source_csv_rows": [
21136
],
"source_ref": "GB",
"year": 2025
},
{
"country": "GB",
"geography": "England and Wales",
"global_name_gender_inferred": false,
"method": "source_reported",
"population_scope_ref": "girls-2025.xlsx:Notes!A6:B6",
"published_count": 17,
"published_rank": 1719,
"rank_quality": "consistent_with_published_counts",
"reported_sex": "female",
"source_csv_rows": [
50006
],
"source_ref": "GB",
"year": 2025
},
{
"country": "DE",
"evidence_id": "ev:28aa1f35-61ad-5268-8967-a79ab93d988f",
"geography": "Köln",
"global_name_gender_inferred": false,
"method": "source_reported",
"name_position": 1,
"published_count": 25,
"published_rank": null,
"reported_sex": "male",
"scope_note": "source_description_position_conflict",
"source_csv_rows": [
20829
],
"source_observation_id": "obs:0c68db2b-2797-51c0-bf25-d19ff25f0e5f",
"source_ref": "DE_KOELN",
"source_reported_sex": "m",
"unit": "published_name_occurrences_at_position",
"year": 2022
},
{
"country": "DE",
"evidence_id": "ev:280f46a4-db7d-5e1b-88bf-062880df90db",
"geography": "Köln",
"global_name_gender_inferred": false,
"method": "source_reported",
"name_position": 2,
"published_count": 1,
"published_rank": null,
"reported_sex": "male",
"scope_note": "source_description_position_conflict",
"source_csv_rows": [
26438
],
"source_observation_id": "obs:9209b4ec-8036-5800-98ed-3195ab672ee9",
"source_ref": "DE_KOELN",
"source_reported_sex": "m",
"unit": "published_name_occurrences_at_position",
"year": 2022
},
{
"aggregation_allowed": false,
"country": "DE",
"evidence_id": "ev:7205ad94-ac8b-5d93-b0ee-b33a04ee180d",
"geography": "Köln",
"global_name_gender_inferred": false,
"method": "source_reported",
"name_position": null,
"published_count": 6,
"published_rank": null,
"reported_sex": "male",
"resolved_text": "Lian",
"scope_note": "position_absent_repeated_keys_not_aggregated",
"source_csv_rows": [
599
],
"source_observation_id": "obs:4ccfc103-c2c9-5887-964c-63c3c651d47d",
"source_ref": "DE_KOELN_HISTORY",
"source_reported_sex": "m",
"source_text": "Lian",
"text_method": "NFC",
"unit": "published_name_count_position_unspecified",
"year": 2010
},
{
"aggregation_allowed": false,
"country": "DE",
"evidence_id": "ev:c7a53119-c6e6-586a-8380-605738668e2c",
"geography": "Köln",
"global_name_gender_inferred": false,
"method": "source_reported",
"name_position": null,
"published_count": 1,
"published_rank": null,
"reported_sex": "female",
"resolved_text": "Lian",
"scope_note": "position_absent_repeated_keys_not_aggregated",
"source_csv_rows": [
3465
],
"source_observation_id": "obs:c1de6ba2-22a4-5dc6-b65d-0a6948568d2f",
"source_ref": "DE_KOELN_HISTORY",
"source_reported_sex": "w",
"source_text": "Lian",
"text_method": "NFC",
"unit": "published_name_count_position_unspecified",
"year": 2010
},
{
"aggregation_allowed": false,
"country": "DE",
"evidence_id": "ev:912db312-11b0-5592-a9c2-846c3ebf3dab",
"geography": "Köln",
"global_name_gender_inferred": false,
"method": "source_reported",
"name_position": null,
"published_count": 5,
"published_rank": null,
"reported_sex": "male",
"resolved_text": "Lian",
"scope_note": "position_absent_repeated_keys_not_aggregated",
"source_csv_rows": [
5733
],
"source_observation_id": "obs:705866ab-9872-5ded-96d6-5ea2a80fea7f",
"source_ref": "DE_KOELN_HISTORY",
"source_reported_sex": "m",
"source_text": "Lian",
"text_method": "NFC",
"unit": "published_name_count_position_unspecified",
"year": 2011
},
{
"aggregation_allowed": false,
"country": "DE",
"evidence_id": "ev:8383ffd2-fd94-5f0a-9eec-70e4aeab6223",
"geography": "Köln",
"global_name_gender_inferred": false,
"method": "source_reported",
"name_position": null,
"published_count": 8,
"published_rank": null,
"reported_sex": "male",
"resolved_text": "Lian",
"scope_note": "position_absent_repeated_keys_not_aggregated",
"source_csv_rows": [
10559
],
"source_observation_id": "obs:e6be4037-47ff-5bde-aa6c-b0e96385bd5d",
"source_ref": "DE_KOELN_HISTORY",
"source_reported_sex": "m",
"source_text": "Lian",
"text_method": "NFC",
"unit": "published_name_count_position_unspecified",
"year": 2012
},
{
"aggregation_allowed": false,
"country": "DE",
"evidence_id": "ev:2f640707-d97f-594b-84ae-0c85a454590e",
"geography": "Köln",
"global_name_gender_inferred": false,
"method": "source_reported",
"name_position": null,
"published_count": 22,
"published_rank": null,
"reported_sex": "male",
"resolved_text": "Lian",
"scope_note": "position_absent_repeated_keys_not_aggregated",
"source_csv_rows": [
15232
],
"source_observation_id": "obs:ac0fd08e-a93b-5c74-8caf-5d1840389aa2",
"source_ref": "DE_KOELN_HISTORY",
"source_reported_sex": "m",
"source_text": "Lian",
"text_method": "NFC",
"unit": "published_name_count_position_unspecified",
"year": 2013
},
{
"aggregation_allowed": false,
"country": "DE",
"evidence_id": "ev:dfad00c3-47ad-5e43-bc90-48bb947f361c",
"geography": "Köln",
"global_name_gender_inferred": false,
"method": "source_reported",
"name_position": null,
"published_count": 2,
"published_rank": null,
"reported_sex": "female",
"resolved_text": "Lian",
"scope_note": "position_absent_repeated_keys_not_aggregated",
"source_csv_rows": [
16528
],
"source_observation_id": "obs:d71eed10-ee98-554e-8450-974c032cc91a",
"source_ref": "DE_KOELN_HISTORY",
"source_reported_sex": "w",
"source_text": "Lian",
"text_method": "NFC",
"unit": "published_name_count_position_unspecified",
"year": 2013
},
{
"aggregation_allowed": false,
"country": "DE",
"evidence_id": "ev:d983bf83-fad3-5783-8dd9-3c5c451f4d66",
"geography": "Köln",
"global_name_gender_inferred": false,
"method": "source_reported",
"name_position": null,
"published_count": 10,
"published_rank": null,
"reported_sex": "male",
"resolved_text": "Lian",
"scope_note": "position_absent_repeated_keys_not_aggregated",
"source_csv_rows": [
20640
],
"source_observation_id": "obs:c0332c6b-cd67-5f8f-b56c-a3c34cfaf294",
"source_ref": "DE_KOELN_HISTORY",
"source_reported_sex": "m",
"source_text": "Lian",
"text_method": "NFC",
"unit": "published_name_count_position_unspecified",
"year": 2014
},
{
"aggregation_allowed": false,
"country": "DE",
"evidence_id": "ev:1001adf6-23f3-5519-8f43-809981d6ee9d",
"geography": "Köln",
"global_name_gender_inferred": false,
"method": "source_reported",
"name_position": null,
"published_count": 5,
"published_rank": null,
"reported_sex": "male",
"resolved_text": "Lian",
"scope_note": "position_absent_repeated_keys_not_aggregated",
"source_csv_rows": [
26250
],
"source_observation_id": "obs:d9c78527-2218-5d77-9fef-92be25ef7b3c",
"source_ref": "DE_KOELN_HISTORY",
"source_reported_sex": "m",
"source_text": "Lian",
"text_method": "NFC",
"unit": "published_name_count_position_unspecified",
"year": 2015
},
{
"aggregation_allowed": false,
"country": "DE",
"evidence_id": "ev:3e6cf5cb-3deb-59e7-bedd-8ff6423c4193",
"geography": "Köln",
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"method": "source_reported",
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"reported_sex": "female",
"resolved_text": "Lian",
"scope_note": "position_absent_repeated_keys_not_aggregated",
"source_csv_rows": [
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],
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"source_reported_sex": "w",
"source_text": "Lian",
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"unit": "published_name_count_position_unspecified",
"year": 2015
},
{
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"country": "DE",
"evidence_id": "ev:112e8602-4a7d-5697-a8c1-413a20a364e9",
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],
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"unit": "published_name_count_position_unspecified",
"year": 2016
},
{
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"country": "DE",
"evidence_id": "ev:d6aa0d06-0afc-5826-8364-d9be5250cd8a",
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"unit": "published_name_count_position_unspecified",
"year": 2017
},
{
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],
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"source_ref": "DE_KOELN_HISTORY",
"source_reported_sex": "m",
"source_text": "Lian",
"text_method": "NFC",
"unit": "published_name_count_position_unspecified",
"year": 2017
},
{
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"country": "DE",
"evidence_id": "ev:30a79e12-6952-5da3-b29f-020e4eb9a967",
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],
"source_observation_id": "obs:0aec4c8a-c423-52af-bfdc-32f54bac2ea9",
"source_ref": "DE_KOELN_HISTORY",
"source_reported_sex": "w",
"source_text": "Lian",
"text_method": "NFC",
"unit": "published_name_count_position_unspecified",
"year": 2017
},
{
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"country": "DE",
"evidence_id": "ev:88526026-cfae-5903-8877-3489a908394d",
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],
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"source_ref": "DE_KOELN_HISTORY",
"source_reported_sex": "w",
"source_text": "Lian",
"text_method": "NFC",
"unit": "published_name_count_position_unspecified",
"year": 2017
},
{
"aggregation_allowed": false,
"country": "DE",
"evidence_id": "ev:63b7cebb-3d9f-5a54-a1b3-e4daf7ef0b2a",
"geography": "Köln",
"global_name_gender_inferred": false,
"method": "source_reported",
"name_position": null,
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"reported_sex": "male",
"resolved_text": "Lian",
"scope_note": "position_absent_repeated_keys_not_aggregated",
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"source_observation_id": "obs:f6233fb6-b1ac-5a76-a5c8-0b7245a7be34",
"source_ref": "DE_KOELN_HISTORY",
"source_reported_sex": "m",
"source_text": "Lian",
"text_method": "NFC",
"unit": "published_name_count_position_unspecified",
"year": 2018
},
{
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"country": "DE",
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"geography": "Köln",
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"method": "source_reported",
"name_position": null,
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"reported_sex": "female",
"resolved_text": "Lian",
"scope_note": "position_absent_repeated_keys_not_aggregated",
"source_csv_rows": [
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],
"source_observation_id": "obs:a1605ca6-ae26-5ba1-8b7f-c7cf6f2418d3",
"source_ref": "DE_KOELN_HISTORY",
"source_reported_sex": "w",
"source_text": "Lian",
"text_method": "NFC",
"unit": "published_name_count_position_unspecified",
"year": 2018
},
{
"country": "DE",
"evidence_id": "ev:2f58ff29-7adc-59a1-8500-75919a49d28b",
"geography": "Köln",
"global_name_gender_inferred": false,
"method": "source_reported",
"name_position": 1,
"published_count": 24,
"published_rank": null,
"reported_sex": "male",
"scope_note": "source_description_position_conflict",
"source_csv_rows": [
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],
"source_observation_id": "obs:68b86bec-8e6e-5649-9385-2961553886a5",
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},
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]A source behind every claim
Preserved evidence referenced by this record. Expand a description to view its source; original values are available in the technical details.
Usage context: Not specified · Not specified · Source classification
Usage context: Not specified · Not specified · Source classification
Open source and technical details →Usage context: Not specified · Male · Birth statistics; Statistics: Cologne · 2022 · Male · count: 25 · name position: 1
Usage context: Not specified · Male · Birth statistics; Statistics: Cologne · 2022 · Male · count: 25 · name position: 1
Open source and technical details →Usage context: Not specified · Female · Birth statistics; Statistics: Cologne · 2010 · Female · count: 1 · name position: not specified
Usage context: Not specified · Female · Birth statistics; Statistics: Cologne · 2010 · Female · count: 1 · name position: not specified
Open source and technical details →Provenance of the record «Lian»
Provenance of the record «Lian»
Open source and technical details →Relationship «Lian → Liam»: Source-reported equivalence
Relationship «Lian → Liam»: Source-reported equivalence
Open source and technical details →Relationship «Lian → Lyan»: Source-reported equivalence
Relationship «Lian → Lyan»: Source-reported equivalence
Open source and technical details →Relationship «Lian → Liana»: Source-reported equivalence
Relationship «Lian → Liana»: Source-reported equivalence
Open source and technical details →Statistics: Cologne · 2022 · Male · count: 1 · name position: 2
Statistics: Cologne · 2022 · Male · count: 1 · name position: 2
Open source and technical details →Statistics: Cologne · 2010 · Male · count: 6 · name position: not specified
Statistics: Cologne · 2010 · Male · count: 6 · name position: not specified
Open source and technical details →Statistics: Cologne · 2011 · Male · count: 5 · name position: not specified
Statistics: Cologne · 2011 · Male · count: 5 · name position: not specified
Open source and technical details →Statistics: Cologne · 2012 · Male · count: 8 · name position: not specified
Statistics: Cologne · 2012 · Male · count: 8 · name position: not specified
Open source and technical details →Statistics: Cologne · 2013 · Male · count: 22 · name position: not specified
Statistics: Cologne · 2013 · Male · count: 22 · name position: not specified
Open source and technical details →Statistics: Cologne · 2013 · Female · count: 2 · name position: not specified
Statistics: Cologne · 2013 · Female · count: 2 · name position: not specified
Open source and technical details →Statistics: Cologne · 2014 · Male · count: 10 · name position: not specified
Statistics: Cologne · 2014 · Male · count: 10 · name position: not specified
Open source and technical details →Statistics: Cologne · 2015 · Male · count: 5 · name position: not specified
Statistics: Cologne · 2015 · Male · count: 5 · name position: not specified
Open source and technical details →Statistics: Cologne · 2015 · Female · count: 1 · name position: not specified
Statistics: Cologne · 2015 · Female · count: 1 · name position: not specified
Open source and technical details →Statistics: Cologne · 2016 · Male · count: 18 · name position: not specified
Statistics: Cologne · 2016 · Male · count: 18 · name position: not specified
Open source and technical details →Statistics: Cologne · 2017 · Male · count: 10 · name position: not specified
Statistics: Cologne · 2017 · Male · count: 10 · name position: not specified
Open source and technical details →Statistics: Cologne · 2017 · Male · count: 3 · name position: not specified
Statistics: Cologne · 2017 · Male · count: 3 · name position: not specified
Open source and technical details →Statistics: Cologne · 2017 · Female · count: 1 · name position: not specified
Statistics: Cologne · 2017 · Female · count: 1 · name position: not specified
Open source and technical details →Statistics: Cologne · 2017 · Female · count: 1 · name position: not specified
Statistics: Cologne · 2017 · Female · count: 1 · name position: not specified
Open source and technical details →Statistics: Cologne · 2018 · Male · count: 25 · name position: not specified
Statistics: Cologne · 2018 · Male · count: 25 · name position: not specified
Open source and technical details →Statistics: Cologne · 2018 · Female · count: 1 · name position: not specified
Statistics: Cologne · 2018 · Female · count: 1 · name position: not specified
Open source and technical details →Statistics: Cologne · 2019 · Male · count: 24 · name position: 1
Statistics: Cologne · 2019 · Male · count: 24 · name position: 1
Open source and technical details →Statistics: Cologne · 2019 · Female · count: 3 · name position: 1
Statistics: Cologne · 2019 · Female · count: 3 · name position: 1
Open source and technical details →Statistics: Cologne · 2019 · Male · count: 3 · name position: 2
Statistics: Cologne · 2019 · Male · count: 3 · name position: 2
Open source and technical details →Statistics: Cologne · 2020 · Male · count: 25 · name position: 1
Statistics: Cologne · 2020 · Male · count: 25 · name position: 1
Open source and technical details →Statistics: Cologne · 2020 · Male · count: 2 · name position: 2
Statistics: Cologne · 2020 · Male · count: 2 · name position: 2
Open source and technical details →Statistics: Cologne · 2020 · Female · count: 1 · name position: 1
Statistics: Cologne · 2020 · Female · count: 1 · name position: 1
Open source and technical details →Statistics: Cologne · 2021 · Male · count: 26 · name position: 1
Statistics: Cologne · 2021 · Male · count: 26 · name position: 1
Open source and technical details →Statistics: Cologne · 2021 · Male · count: 6 · name position: 2
Statistics: Cologne · 2021 · Male · count: 6 · name position: 2
Open source and technical details →Full record
All fields, including qualifiers, language qualifications, original codes and unknown values.
Open the full record JSON →Field and compound-status provenance
{
"field_evidence": [
{
"characters": " -‐‑–'’",
"evidence_id": "ev:b718aa7f-61f4-51b5-8ce3-c4a1462cdaaf",
"field": "contains_name_separator",
"form_id": "frm:d10e7812-fb0c-5131-8dfa-5bc450cefc79",
"method": "deterministic",
"not_compound_classification": true,
"rule": "character-presence-001",
"value": false
}
],
"compound_claims": []
}Need the full dataset?
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