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Upload climate_stations/metadata.json with huggingface_hub

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  1. climate_stations/metadata.json +177 -0
climate_stations/metadata.json ADDED
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+ {
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+ "dataset": "climate_stations",
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+ "n_samples": 28488,
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+ "feature_dim": 5,
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+ "feature_names": [
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+ "lat",
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+ "lon",
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+ "day_sin",
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+ "day_cos",
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+ "year_norm"
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+ ],
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+ "label_names": [
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+ "temp_max",
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+ "temp_min",
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+ "precip",
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+ "windspeed",
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+ "solar_radiation"
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+ ],
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+ "source": {
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+ "provider": "open-meteo archive api",
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+ "endpoint": "https://archive-api.open-meteo.com/v1/archive",
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+ "date_range": [
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+ "2010-01-01",
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+ "2022-12-31"
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+ ],
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+ "city_count_requested": 12,
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+ "city_count_succeeded": 6,
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+ "cities": [
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+ "new_york",
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+ "london",
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+ "tokyo",
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+ "sydney",
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+ "mumbai",
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+ "cairo",
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+ "sao_paulo",
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+ "beijing",
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+ "los_angeles",
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+ "moscow",
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+ "singapore",
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+ "cape_town"
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+ ],
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+ "failed_cities": [
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+ {
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+ "city": "sydney",
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+ "error": "sydney failed after retries: HTTP Error 429: Too Many Requests"
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+ },
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+ {
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+ "city": "mumbai",
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+ "error": "mumbai failed after retries: HTTP Error 429: Too Many Requests"
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+ },
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+ {
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+ "city": "los_angeles",
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+ "error": "los_angeles failed after retries: HTTP Error 429: Too Many Requests"
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+ },
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+ {
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+ "city": "moscow",
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+ "error": "moscow failed after retries: HTTP Error 429: Too Many Requests"
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+ },
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+ {
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+ "city": "singapore",
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+ "error": "singapore failed after retries: HTTP Error 429: Too Many Requests"
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+ },
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+ {
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+ "city": "cape_town",
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+ "error": "cape_town failed after retries: HTTP Error 429: Too Many Requests"
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+ }
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+ ]
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+ },
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+ "pair_filter": {
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+ "correlation_type": "spearman",
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+ "max_abs_correlation": 0.95,
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+ "formula_excluded_pairs": []
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+ },
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+ "valid_pairs": [
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+ {
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+ "source": "temp_max",
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+ "target": "temp_min",
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+ "correlation": 0.91667
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+ },
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+ {
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+ "source": "temp_max",
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+ "target": "precip",
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+ "correlation": -0.071967
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+ },
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+ {
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+ "source": "temp_max",
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+ "target": "windspeed",
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+ "correlation": -0.103811
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+ },
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+ {
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+ "source": "temp_max",
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+ "target": "solar_radiation",
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+ "correlation": 0.708089
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+ },
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+ {
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+ "source": "temp_min",
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+ "target": "temp_max",
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+ "correlation": 0.91667
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+ },
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+ {
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+ "source": "temp_min",
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+ "target": "precip",
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+ "correlation": 0.146495
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+ },
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+ {
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+ "source": "temp_min",
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+ "target": "windspeed",
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+ "correlation": -0.0589
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+ },
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+ {
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+ "source": "temp_min",
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+ "target": "solar_radiation",
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+ "correlation": 0.521482
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+ },
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+ {
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+ "source": "precip",
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+ "target": "temp_max",
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+ "correlation": -0.071967
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+ },
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+ {
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+ "source": "precip",
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+ "target": "temp_min",
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+ "correlation": 0.146495
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+ },
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+ {
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+ "source": "precip",
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+ "target": "windspeed",
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+ "correlation": 0.179448
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+ },
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+ {
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+ "source": "precip",
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+ "target": "solar_radiation",
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+ "correlation": -0.358017
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+ },
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+ {
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+ "source": "windspeed",
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+ "target": "temp_max",
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+ "correlation": -0.103811
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+ },
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+ {
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+ "source": "windspeed",
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+ "target": "temp_min",
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+ "correlation": -0.0589
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+ },
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+ {
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+ "source": "windspeed",
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+ "target": "precip",
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+ "correlation": 0.179448
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+ },
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+ {
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+ "source": "windspeed",
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+ "target": "solar_radiation",
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+ "correlation": -0.047741
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+ },
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+ {
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+ "source": "solar_radiation",
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+ "target": "temp_max",
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+ "correlation": 0.708089
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+ },
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+ {
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+ "source": "solar_radiation",
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+ "target": "temp_min",
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+ "correlation": 0.521482
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+ },
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+ {
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+ "source": "solar_radiation",
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+ "target": "precip",
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+ "correlation": -0.358017
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+ },
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+ {
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+ "source": "solar_radiation",
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+ "target": "windspeed",
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+ "correlation": -0.047741
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+ }
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+ ],
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+ "excluded_pairs": []
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+ }