{ "data_id": "40972", "name": "tamilnadu-electricity", "exact_name": "tamilnadu-electricity", "version": 2, "version_label": null, "description": "**Author**: K.Kalyani. \r\n**Source**: [UCI](https:\/\/archive.ics.uci.edu\/ml\/datasets\/Tamilnadu+Electricity+Board+Hourly+Readings) - 2013 \r\n**Please cite**: \r\n\r\nTamilnadu Electricity Board Hourly Readings dataset. \r\n\r\nReal-time readings were collected from residential, commercial, industrial and agriculture to find the accuracy consumption in Tamil Nadu, around Thanajvur. \r\n\r\n**Note**: the attribute Sector was removed from original source since it was constant to all instances.\r\n**Note**: the attribute serviceID should be removed when predicting the target from W and VA.\r\n\r\n### Attribute Information:\r\n1 - ForkVA (V1) : Voltage-Ampere readings\r\n2 - ForkW (V2) : Wattage readings\r\n3 - ServiceID (V3): factor\r\n4 - Type (Class): \r\n- Bank \r\n- AutomobileIndustry \r\n- BpoIndustry \r\n- CementIndustry \r\n- Farmers1 \r\n- Farmers2 \r\n- HealthCareResources \r\n- TextileIndustry \r\n- PoultryIndustry \r\n- Residential(individual) \r\n- Residential(Apartments) \r\n- FoodIndustry \r\n- ChemicalIndustry \r\n- Handlooms \r\n- FertilizerIndustry \r\n- Hostel \r\n- Hospital \r\n- Supermarket \r\n- Theatre \r\n- University\r\n", "format": "ARFF", "uploader": "Joaquin Vanschoren", "uploader_id": 2, "visibility": "public", "creator": null, "contributor": null, "date": "2017-11-10 03:22:48", "update_comment": null, "last_update": "2017-11-10 03:22:48", "licence": "Public", "status": "in_preparation", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/17954994\/php4cKtTm", "default_target_attribute": "Class", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "tamilnadu-electricity", "Tamilnadu Electricity Board Hourly Readings dataset. Real-time readings were collected from residential, commercial, industrial and agriculture to find the accuracy consumption in Tamil Nadu, around Thanajvur. ### Attribute Information: 1 - ForkVA (V1) : Voltage-Ampere readings 2 - ForkW (V2) : Wattage readings 3 - ServiceID (V3): factor 4 - Type (Class): - Bank - AutomobileIndustry - BpoIndustry - CementIndustry - Farmers1 - Farmers2 - HealthCareResources - TextileIndustry - PoultryIndustry - R " ], "weight": 5 }, "qualities": { "NumberOfInstances": 45781, "NumberOfFeatures": 4, "NumberOfClasses": 20, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 2, "NumberOfSymbolicFeatures": 2, "ClassEntropy": 4.245430965696704, "MeanNoiseToSignalRatio": 0.16275572665712498, "Quartile2AttributeEntropy": 4.936399167491338, "Dimensionality": 8.737249077128066e-5, "MeanNominalAttDistinctValues": 25.5, "Quartile2KurtosisOfNumericAtts": -1.2000704551247918, "EquivalentNumberOfAtts": 0.9999999999999986, "MeanSkewnessOfNumericAtts": -0.004706910802783763, "Quartile2MeansOfNumericAtts": 0.5003109766387803, "MajorityClassPercentage": 6.34761145453354, "MeanStdDevOfNumericAtts": 0.2889797072887786, "Quartile2MutualInformation": 4.24543096569671, "MajorityClassSize": 2906, "MinAttributeEntropy": 4.936399167491338, "Quartile2SkewnessOfNumericAtts": -0.004706910802783763, "MaxAttributeEntropy": 4.936399167491338, "MinKurtosisOfNumericAtts": -1.2001834231676862, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 0.2889797072887786, "MaxKurtosisOfNumericAtts": -1.1999574870818972, "MinMeansOfNumericAtts": 0.49963933946396977, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": 4.936399167491338, "MaxMeansOfNumericAtts": 0.5009826138135908, "MinMutualInformation": 4.24543096569671, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": -1.1999574870818972, "MaxMutualInformation": 4.24543096569671, "MinNominalAttDistinctValues": 20, "PercentageOfNumericFeatures": 50, "Quartile3MeansOfNumericAtts": 0.5009826138135908, "MaxNominalAttDistinctValues": 31, "MinSkewnessOfNumericAtts": -0.008184724377902864, "PercentageOfSymbolicFeatures": 50, "Quartile3MutualInformation": 4.24543096569671, "MaxSkewnessOfNumericAtts": -0.0012290972276646605, "MinStdDevOfNumericAtts": 0.2886582476793857, "Quartile1AttributeEntropy": 4.936399167491338, "Quartile3SkewnessOfNumericAtts": -0.0012290972276646605, "MaxStdDevOfNumericAtts": 0.2893011668981715, "MinorityClassPercentage": 3.051484240186977, "Quartile1KurtosisOfNumericAtts": -1.2001834231676862, "Quartile3StdDevOfNumericAtts": 0.2893011668981715, "MeanAttributeEntropy": 4.936399167491338, "MinorityClassSize": 1397, "Quartile1MeansOfNumericAtts": 0.49963933946396977, "StdvNominalAttDistinctValues": 7.7781745930520225, "MeanKurtosisOfNumericAtts": -1.2000704551247918, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": 4.24543096569671, "MeanMeansOfNumericAtts": 0.5003109766387803, "Quartile1SkewnessOfNumericAtts": -0.008184724377902864, "AutoCorrelation": 0.9995849716033203, "MeanMutualInformation": 4.24543096569671, "Quartile1StdDevOfNumericAtts": 0.2886582476793857 }, "tags": [], "features": [ { "name": "Class", "index": "3", "type": "nominal", "distinct": "20", "missing": "0", "target": "1", "distr": [ [ "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20" ], [ [ "1410", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "2867", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "2884", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "2905", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "2830", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "2887", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "2876", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "2857", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "2906", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "2874", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "2870", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1403", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "2896", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1397", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1403", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1418", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1405", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1400", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1405", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "2888" ] ] ] }, { "name": "V1", "index": "0", "type": "numeric", "distinct": "44778", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "V2", "index": "1", "type": "numeric", "distinct": "44777", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "V3", "index": "2", "type": "nominal", "distinct": "31", "missing": "0", "distr": [ [ "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22", "23", "24", "25", "26", "27", "28", "29", "30", "31" ], [ [ "0", "0", "0", "0", "0", "1433", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "1401", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "1454", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "1442", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "1429", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "1435", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1400", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1418", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1403", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "1442", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "1434", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1440", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1430", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1405", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1442" ], [ "0", "0", "1435", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1397", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1463", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1446" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "1439", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "1410", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "1425", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1403", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1405", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "1432", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "2906", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "1433", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "1449", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "1428", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "1463", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "1439", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "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 }