weather-dataset-rattle-package-metadata.json

{"@context":{"@language":"en","@vocab":"https://schema.org/","citeAs":"cr:citeAs","column":"cr:column","conformsTo":"dct:conformsTo","cr":"http://mlcommons.org/croissant/","data":{"@id":"cr:data","@type":"@json"},"dataBiases":"cr:dataBiases","dataCollection":"cr:dataCollection","dataType":{"@id":"cr:dataType","@type":"@vocab"},"dct":"http://purl.org/dc/terms/","extract":"cr:extract","field":"cr:field","fileProperty":"cr:fileProperty","fileObject":"cr:fileObject","fileSet":"cr:fileSet","format":"cr:format","includes":"cr:includes","isEnumeration":"cr:isEnumeration","isLiveDataset":"cr:isLiveDataset","jsonPath":"cr:jsonPath","key":"cr:key","md5":"cr:md5","parentField":"cr:parentField","path":"cr:path","personalSensitiveInformation":"cr:personalSensitiveInformation","recordSet":"cr:recordSet","references":"cr:references","regex":"cr:regex","repeated":"cr:repeated","replace":"cr:replace","sc":"https://schema.org/","separator":"cr:separator","source":"cr:source","subField":"cr:subField","transform":"cr:transform","wd":"https://www.wikidata.org/wiki/"},"alternateName":"Predict next-day rain in Australia","conformsTo":"http://mlcommons.org/croissant/1.0","license":{"@type":"sc:CreativeWork","name":"Other (specified in description)"},"distribution":[{"contentUrl":"https://www.kaggle.com/api/v1/datasets/download/jsphyg/weather-dataset-rattle-package?datasetVersionNumber=2","contentSize":"3.834 MB","md5":"dWqhW3towL7RHO\u002Bqfoe\u002BHw==","encodingFormat":"application/zip","@id":"archive.zip","@type":"cr:FileObject","name":"archive.zip","description":"Archive containing all the contents of the Rain in Australia dataset"},{"contentUrl":"weatherAUS.csv","containedIn":{"@id":"archive.zip"},"encodingFormat":"application/vnd.ms-excel","@id":"weatherAUS.csv_fileobject","@type":"cr:FileObject","name":"weatherAUS.csv","description":"This dataset contains about 10 years of daily weather observations from numerous Australian weather stations. \n\nRainTomorrow is the target variable to predict. It means -- did it rain the next day, Yes or No? \nThis column is Yes if the rain for that day was 1mm or more.\n"}],"recordSet":[{"field":[{"dataType":["sc:Date"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"Date"}},"@id":"weatherAUS.csv/Date","@type":"cr:Field","name":"Date","description":"The date of observation "},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"Location"}},"@id":"weatherAUS.csv/Location","@type":"cr:Field","name":"Location","description":"The common name of the location of the weather station"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"MinTemp"}},"@id":"weatherAUS.csv/MinTemp","@type":"cr:Field","name":"MinTemp","description":"The minimum temperature in degrees celsius"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"MaxTemp"}},"@id":"weatherAUS.csv/MaxTemp","@type":"cr:Field","name":"MaxTemp","description":"The maximum temperature in degrees celsius"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"Rainfall"}},"@id":"weatherAUS.csv/Rainfall","@type":"cr:Field","name":"Rainfall","description":"The amount of rainfall recorded for the day in mm"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"Evaporation"}},"@id":"weatherAUS.csv/Evaporation","@type":"cr:Field","name":"Evaporation","description":"The so-called Class A pan evaporation (mm) in the 24 hours to 9am"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"Sunshine"}},"@id":"weatherAUS.csv/Sunshine","@type":"cr:Field","name":"Sunshine","description":"The number of hours of bright sunshine in the day."},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"WindGustDir"}},"@id":"weatherAUS.csv/WindGustDir","@type":"cr:Field","name":"WindGustDir","description":"The direction of the strongest wind gust in the 24 hours to midnight"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"WindGustSpeed"}},"@id":"weatherAUS.csv/WindGustSpeed","@type":"cr:Field","name":"WindGustSpeed","description":"The speed (km/h) of the strongest wind gust in the 24 hours to midnight"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"WindDir9am"}},"@id":"weatherAUS.csv/WindDir9am","@type":"cr:Field","name":"WindDir9am","description":"Direction of the wind at 9am"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"WindDir3pm"}},"@id":"weatherAUS.csv/WindDir3pm","@type":"cr:Field","name":"WindDir3pm","description":"Direction of the wind at 3pm"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"WindSpeed9am"}},"@id":"weatherAUS.csv/WindSpeed9am","@type":"cr:Field","name":"WindSpeed9am","description":"Wind speed (km/hr) averaged over 10 minutes prior to 9am"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"WindSpeed3pm"}},"@id":"weatherAUS.csv/WindSpeed3pm","@type":"cr:Field","name":"WindSpeed3pm","description":"Wind speed (km/hr) averaged over 10 minutes prior to 3pm"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"Humidity9am"}},"@id":"weatherAUS.csv/Humidity9am","@type":"cr:Field","name":"Humidity9am","description":"Humidity (percent) at 9am"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"Humidity3pm"}},"@id":"weatherAUS.csv/Humidity3pm","@type":"cr:Field","name":"Humidity3pm","description":"Humidity (percent) at 3pm"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"Pressure9am"}},"@id":"weatherAUS.csv/Pressure9am","@type":"cr:Field","name":"Pressure9am","description":"Atmospheric pressure (hpa) reduced to mean sea level at 9am"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"Pressure3pm"}},"@id":"weatherAUS.csv/Pressure3pm","@type":"cr:Field","name":"Pressure3pm","description":"Atmospheric pressure (hpa) reduced to mean sea level at 3pm"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"Cloud9am"}},"@id":"weatherAUS.csv/Cloud9am","@type":"cr:Field","name":"Cloud9am","description":"Fraction of sky obscured by cloud at 9am. This is measured in \u0022oktas\u0022, which are a unit\nof eigths. It records how many eigths of the sky are obscured by cloud. A 0 measure indicates\ncompletely clear sky whilst an 8 indicates that it is completely overcast."},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"Cloud3pm"}},"@id":"weatherAUS.csv/Cloud3pm","@type":"cr:Field","name":"Cloud3pm","description":"Fraction of sky obscured by cloud (in \u0022oktas\u0022: eighths) at 3pm. See Cload9am for a\ndescription of the values"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"Temp9am"}},"@id":"weatherAUS.csv/Temp9am","@type":"cr:Field","name":"Temp9am","description":"Temperature (degrees C) at 9am"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"Temp3pm"}},"@id":"weatherAUS.csv/Temp3pm","@type":"cr:Field","name":"Temp3pm","description":"Temperature (degrees C) at 3pm"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"RainToday"}},"@id":"weatherAUS.csv/RainToday","@type":"cr:Field","name":"RainToday","description":"Boolean: 1 if precipitation (mm) in the 24 hours to 9am exceeds 1mm, otherwise 0"},{"dataType":["sc:Text"],"source":{"fileObject":{"@id":"weatherAUS.csv_fileobject"},"extract":{"column":"RainTomorrow"}},"@id":"weatherAUS.csv/RainTomorrow","@type":"cr:Field","name":"RainTomorrow","description":"The amount of next day rain in mm. Used to create response variable RainTomorrow. A kind of measure of the \u0022risk\u0022."}],"@id":"weatherAUS.csv","@type":"cr:RecordSet","name":"weatherAUS.csv","description":"This dataset contains about 10 years of daily weather observations from numerous Australian weather stations. \n\nRainTomorrow is the target variable to predict. It means -- did it rain the next day, Yes or No? \nThis column is Yes if the rain for that day was 1mm or more.\n"}],"version":2,"keywords":["task \u003E binary-classification","subject \u003E earth and nature \u003E environment \u003E weather and climate","task \u003E classification"],"isAccessibleForFree":true,"includedInDataCatalog":{"@type":"sc:DataCatalog","name":"Kaggle","url":"https://www.kaggle.com"},"creator":{"@type":"sc:Person","name":"Joe Young","url":"/jsphyg","image":"https://storage.googleapis.com/kaggle-avatars/thumbnails/860951-kg.jpg"},"publisher":{"@type":"sc:Organization","name":"Kaggle","url":"https://www.kaggle.com/organizations/kaggle","image":"https://storage.googleapis.com/kaggle-organizations/4/thumbnail.png"},"thumbnailUrl":"https://storage.googleapis.com/kaggle-datasets-images/6012/1733506/0a5af086168a9b87a38b29bac75aa8ce/dataset-card.jpg?t=2020-12-11-10-57-11","dateModified":"2020-12-11T10:26:12.167","datePublished":"2017-12-04T11:01:24.253","@type":"sc:Dataset","name":"Rain in Australia","url":"https://www.kaggle.com/datasets/jsphyg/weather-dataset-rattle-package/versions/2","description":"### Context\nEver wondered if you should carry an umbrella tomorrow? With this dataset, you can predict **next-day rain** by training classification models on the target variable **RainTomorrow**. \n\n### Content\nThis dataset comprises about 10 years of daily weather observations from numerous locations across Australia. \n\n**RainTomorrow is the target variable to predict. It answers the crucial question: will it rain the next day? (Yes or No).**\n- This column is marked \u0027Yes\u0027 if the rain for that day was 1mm or more. \n\n### Source \u0026 Acknowledgements\nThe observations were gathered from a multitude of weather stations. You can access daily observations from http://www.bom.gov.au/climate/data.\nFor example, you can check the latest weather observations in Canberra here: [Canberra Weather](http://www.bom.gov.au/climate/dwo/IDCJDW2801.latest.shtml).\n\nDefinitions have been adapted from the Bureau of Meteorology\u0027s [Climate Data Online](http://www.bom.gov.au/climate/dwo/IDCJDW0000.shtml).\nData source: [Climate Data](http://www.bom.gov.au/climate/dwo/) and [Climate Data Online](http://www.bom.gov.au/climate/data).\n\nCopyright Commonwealth of Australia 2010, Bureau of Meteorology."}