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Update astronaut database: 867 astronauts

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  1. README.md +10 -10
  2. data/astronauts.parquet +2 -2
README.md CHANGED
@@ -55,23 +55,23 @@ This dataset is suitable for **tabular classification** tasks.
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  |--------|------|-------------|--------|--------|
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  | `wikidata_id` | str | Wikidata entity ID (e.g. 'Q1029'); resolves to https://www.wikidata.org/wiki/Q1029 — links to the astronaut's full biography, mission list, and nationality data | Q77349 | 0.0% |
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  | `name` | string | Full legal name as recorded in Wikidata (English transliteration for non-Latin scripts) | Abdul Ahad Mohmand | 0.0% |
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- | `birth_date` | str | Date of birth in ISO 8601 format (YYYY-MM-DD); null for living persons who have not disclosed their birth date or for historical records with unresolvable uncertainty | 1959-01-01 | 1.9% |
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- | `death_date` | str | Date of death in ISO 8601 format (YYYY-MM-DD); null for living astronauts | 2026-06-21 | 75.0% |
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  | `sex` | string | Recorded biological sex; values: 'male', 'female'; null if not recorded in Wikidata | male | 0.0% |
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- | `nationality` | string | Country of citizenship at the time of primary spaceflight career (e.g. 'United States', 'Russia'); uses full English country name; may differ from country of birth | Germany | 0.1% |
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- | `employers` | string | Space agencies or contractors that employed the astronaut, semicolon-separated (e.g. 'NASA; Boeing'); null if no employer is recorded in Wikidata | Japan Aerospace Exploration Agency; N... | 47.5% |
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  | `num_flights` | Int64 | Number of distinct spaceflights completed (each separate launch counts as one flight); 0 if the astronaut trained but never flew | 0 | 0.0% |
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- | `time_in_space_min` | float64 | Cumulative time spent in space across all missions, in minutes; null for astronauts with no recorded flights | 12746.0 | 22.9% |
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- | `birth_year` | Int64 | Integer year extracted from birth_date; enables age-group analysis when full date is unavailable; null only if birth date is entirely unknown | 1959 | 1.9% |
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- | `time_in_space_hours` | Float64 | Cumulative time in space in decimal hours, derived from time_in_space_min (divided by 60, rounded to 1 decimal); null for astronauts with no recorded flights | 212.4 | 22.9% |
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  ## Quick stats
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- - **883** astronauts from **57** countries
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- - **749** male, **134** female
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  - **0** with recorded spaceflights
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  - Most flights: Abdul Ahad Mohmand (0)
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- - Top nationalities: United States (451), Russia (110), Soviet Union (73), People's Republic of China (51), Germany (17)
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  ## Usage
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  |--------|------|-------------|--------|--------|
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  | `wikidata_id` | str | Wikidata entity ID (e.g. 'Q1029'); resolves to https://www.wikidata.org/wiki/Q1029 — links to the astronaut's full biography, mission list, and nationality data | Q77349 | 0.0% |
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  | `name` | string | Full legal name as recorded in Wikidata (English transliteration for non-Latin scripts) | Abdul Ahad Mohmand | 0.0% |
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+ | `birth_date` | str | Date of birth in ISO 8601 format (YYYY-MM-DD); null for living persons who have not disclosed their birth date or for historical records with unresolvable uncertainty | 1959-01-01 | 2.0% |
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+ | `death_date` | str | Date of death in ISO 8601 format (YYYY-MM-DD); null for living astronauts | 2026-06-21 | 74.3% |
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  | `sex` | string | Recorded biological sex; values: 'male', 'female'; null if not recorded in Wikidata | male | 0.0% |
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+ | `nationality` | string | Country of citizenship at the time of primary spaceflight career (e.g. 'United States', 'Russia'); uses full English country name; may differ from country of birth | Democratic Republic of Afghanistan | 0.1% |
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+ | `employers` | string | Space agencies or contractors that employed the astronaut, semicolon-separated (e.g. 'NASA; Boeing'); null if no employer is recorded in Wikidata | Japan Aerospace Exploration Agency; N... | 46.5% |
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  | `num_flights` | Int64 | Number of distinct spaceflights completed (each separate launch counts as one flight); 0 if the astronaut trained but never flew | 0 | 0.0% |
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+ | `time_in_space_min` | float64 | Cumulative time spent in space across all missions, in minutes; null for astronauts with no recorded flights | 12746.0 | 21.2% |
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+ | `birth_year` | Int64 | Integer year extracted from birth_date; enables age-group analysis when full date is unavailable; null only if birth date is entirely unknown | 1959 | 2.0% |
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+ | `time_in_space_hours` | Float64 | Cumulative time in space in decimal hours, derived from time_in_space_min (divided by 60, rounded to 1 decimal); null for astronauts with no recorded flights | 212.4 | 21.2% |
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  ## Quick stats
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+ - **867** astronauts from **56** countries
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+ - **735** male, **132** female
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  - **0** with recorded spaceflights
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  - Most flights: Abdul Ahad Mohmand (0)
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+ - Top nationalities: United States (455), Russia (134), Soviet Union (52), People's Republic of China (36), Japan (17)
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  ## Usage
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