{ "data_id": "43623", "name": "Boston-Weather-Data-Jan-2013---Apr-2018", "exact_name": "Boston-Weather-Data-Jan-2013---Apr-2018", "version": 1, "version_label": "v1.0", "description": "Having just moved to Boston last fall, I wanted to know whether the severe winter weather I experienced was normal based on historical data, or if there are any patterns to when Boston gets heavy snowfall and wind.\nDataset contains highs, lows, and averages of temperature, dew point, wind speeds, sea level pressure, and precipitation levels for every day from 1\/1\/2013 - 4\/8\/2018 inclusive. All data is publicly available in its entirety on the Weather Underground website - this is a collation of data over several years, that is difficult to see all at once on the Weather Underground site. I simply cleaned up the data by breaking out the month and year into their own columns and condensing the column headers.\nAll data can be found here: https:\/\/www.wunderground.com\/history\/airport\/KBOS\/2018\/1\/1\/DailyHistory.html?reqdb.zip=reqdb.magic=reqdb.wmo= \nIt would be interesting to see this weather data compared with weather data from other locations to see if there are any corresponding patterns. Feel free to augment this dataset if you need more updated information or older information!", "format": "arff", "uploader": "Dustin Carrion", "uploader_id": 30123, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-24 00:42:40", "update_comment": null, "last_update": "2022-03-24 00:42:40", "licence": "CC0: Public Domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102448\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Boston-Weather-Data-Jan-2013---Apr-2018", "Having just moved to Boston last fall, I wanted to know whether the severe winter weather I experienced was normal based on historical data, or if there are any patterns to when Boston gets heavy snowfall and wind. Dataset contains highs, lows, and averages of temperature, dew point, wind speeds, sea level pressure, and precipitation levels for every day from 1\/1\/2013 - 4\/8\/2018 inclusive. All data is publicly available in its entirety on the Weather Underground website - this is a collation of " ], "weight": 5 }, "qualities": { "NumberOfInstances": 3749, "NumberOfFeatures": 24, "NumberOfClasses": null, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 23, "NumberOfSymbolicFeatures": 0, "Dimensionality": 0.0064017071218991735, "PercentageOfNumericFeatures": 95.83333333333334, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "AutoCorrelation": null, "PercentageOfMissingValues": 0 }, "tags": [ { "uploader": "38960", "tag": "Computer Systems" }, { "uploader": "38960", "tag": "Machine Learning" } ], "features": [ { "name": "Year", "index": "0", "type": "numeric", "distinct": "11", "missing": "0", "min": "2008", "max": "2018", "mean": "2013", "stdev": "3" }, { "name": "Month", "index": "1", "type": "numeric", "distinct": "12", "missing": "0", "min": "1", "max": "12", "mean": "6", "stdev": "3" }, { "name": "Day", "index": "2", "type": "numeric", "distinct": "31", "missing": "0", "min": "1", "max": "31", "mean": "16", "stdev": "9" }, { "name": "High_Temp_(F)", "index": "3", "type": "numeric", "distinct": "88", "missing": "0", "min": "12", "max": "103", "mean": "60", "stdev": "18" }, { "name": "Avg_Temp_(F)", "index": "4", "type": "numeric", "distinct": "86", "missing": "0", "min": "2", "max": "92", "mean": "52", "stdev": "17" }, { "name": "Low_Temp_(F)", "index": "5", "type": "numeric", "distinct": "87", "missing": "0", "min": "-9", "max": "81", "mean": "45", "stdev": "17" }, { "name": "High_Dew_Point_(F)", "index": "6", "type": "numeric", "distinct": "87", "missing": "0", "min": "-13", "max": "78", "mean": "46", "stdev": "18" }, { "name": "Avg_Dew_Point_(F)", "index": "7", "type": "numeric", "distinct": "89", "missing": "0", "min": "-18", "max": "74", "mean": "40", "stdev": "19" }, { "name": "Low_Dew_Point_(F)", "index": "8", "type": "numeric", "distinct": "93", "missing": "0", "min": "-25", "max": "70", "mean": "33", "stdev": "20" }, { "name": "High_Humidity_(%)", "index": "9", "type": "numeric", "distinct": "62", "missing": "0", "min": "31", "max": "100", "mean": "82", "stdev": "14" }, { "name": "Avg_Humidity_(%)", "index": "10", "type": "numeric", "distinct": "75", "missing": "0", "min": "21", "max": "100", "mean": "66", "stdev": "15" }, { "name": "Low_Humidity_(%)", "index": "11", "type": "numeric", "distinct": "83", "missing": "0", "min": "10", "max": "100", "mean": "48", "stdev": "18" }, { "name": "High_Sea_Level_Press_(in)", "index": "12", "type": "numeric", "distinct": "141", "missing": "0", "min": "29", "max": "31", "mean": "30", "stdev": "0" }, { "name": "Avg_Sea_Level_Press_(in)", "index": "13", "type": "numeric", "distinct": "153", "missing": "0", "min": "29", "max": "31", "mean": "30", "stdev": "0" }, { "name": "Low_Sea_Level_Press_(in)", "index": "14", "type": "numeric", "distinct": "166", "missing": "0", "min": "29", "max": "31", "mean": "30", "stdev": "0" }, { "name": "High_Visibility_(mi)", "index": "15", "type": "numeric", "distinct": "11", "missing": "0", "min": "0", "max": "15", "mean": "10", "stdev": "0" }, { "name": "Avg_Visibility_(mi)", "index": "16", "type": "numeric", "distinct": "11", "missing": "0", "min": "0", "max": "10", "mean": "9", "stdev": "2" }, { "name": "Low_Visibility_(mi)", "index": "17", "type": "numeric", "distinct": "11", "missing": "0", "min": "0", "max": "10", "mean": "7", "stdev": "4" }, { "name": "High_Wind_(mph)", "index": "18", "type": "numeric", "distinct": "40", "missing": "0", "min": "6", "max": "53", "mean": "21", "stdev": "6" }, { "name": "Avg_Wind_(mph)", "index": "19", "type": "numeric", "distinct": "30", "missing": "0", "min": "2", "max": "38", "mean": "11", "stdev": "4" }, { "name": "High_Wind_Gust_(mph)", "index": "20", "type": "numeric", "distinct": "65", "missing": "0", "min": "0", "max": "124", "mean": "27", "stdev": "9" }, { "name": "Snowfall_(in)", "index": "21", "type": "numeric", "distinct": "90", "missing": "0", "min": "0", "max": "3", "mean": "0", "stdev": "0" }, { "name": "Precip_(in)", "index": "22", "type": "numeric", "distinct": "171", "missing": "0", "min": "0", "max": "3", "mean": "0", "stdev": "0" }, { "name": "Events", "index": "23", "type": "string", "distinct": "4", "missing": "0" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 0, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 0 }