{
    "data_id": "43492",
    "name": "Kaggle-Survey-2017-2020-Merged-Data",
    "exact_name": "Kaggle-Survey-2017-2020-Merged-Data",
    "version": 1,
    "version_label": "v1.0",
    "description": "Context\nEvery year Kaggle conducts an industry-wide survey that presents a truly comprehensive view of the state of data science and machine learning. This dataset combines the data from the past 4 years (2017-2020).\nContent\nData was acquired and cleaned by Kaggle Team. I merged the dataset over the years using the notebook. https:\/\/www.kaggle.com\/harveenchadha\/merging-all-historical-survey-data-2017-2020",
    "format": "arff",
    "uploader": "Elif Ceren Gok",
    "uploader_id": 30125,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2022-03-23 13:27:41",
    "update_comment": null,
    "last_update": "2022-03-23 13:27:41",
    "licence": "CC0: Public Domain",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/22102317\/dataset",
    "default_target_attribute": null,
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "Kaggle-Survey-2017-2020-Merged-Data",
            "Context Every year Kaggle conducts an industry-wide survey that presents a truly comprehensive view of the state of data science and machine learning. This dataset combines the data from the past 4 years (2017-2020). Content Data was acquired and cleaned by Kaggle Team. I merged the dataset over the years using the notebook. https:\/\/www.kaggle.com\/harveenchadha\/merging-all-historical-survey-data-2017-2020 "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 80327,
        "NumberOfFeatures": 12,
        "NumberOfClasses": null,
        "NumberOfMissingValues": 226439,
        "NumberOfInstancesWithMissingValues": 57507,
        "NumberOfNumericFeatures": 2,
        "NumberOfSymbolicFeatures": 0,
        "Dimensionality": 0.00014938937094625718,
        "PercentageOfNumericFeatures": 16.666666666666664,
        "MajorityClassPercentage": null,
        "PercentageOfSymbolicFeatures": 0,
        "MajorityClassSize": null,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null,
        "NumberOfBinaryFeatures": 0,
        "PercentageOfBinaryFeatures": 0,
        "PercentageOfInstancesWithMissingValues": 71.5911212917201,
        "AutoCorrelation": null,
        "PercentageOfMissingValues": 23.49137483868023
    },
    "tags": [
        {
            "uploader": "38960",
            "tag": "Computer Systems"
        },
        {
            "uploader": "38960",
            "tag": "Machine Learning"
        }
    ],
    "features": [
        {
            "name": "index",
            "index": "0",
            "type": "numeric",
            "distinct": "80327",
            "missing": "0",
            "min": "0",
            "max": "80326",
            "mean": "40163",
            "stdev": "23189"
        },
        {
            "name": "Age",
            "index": "1",
            "type": "string",
            "distinct": "11",
            "missing": "444"
        },
        {
            "name": "Gender",
            "index": "2",
            "type": "string",
            "distinct": "5",
            "missing": "95"
        },
        {
            "name": "Country",
            "index": "3",
            "type": "string",
            "distinct": "72",
            "missing": "120"
        },
        {
            "name": "Degree",
            "index": "4",
            "type": "string",
            "distinct": "7",
            "missing": "2983"
        },
        {
            "name": "Job_Title",
            "index": "5",
            "type": "string",
            "distinct": "32",
            "missing": "7214"
        },
        {
            "name": "Company_Size",
            "index": "6",
            "type": "string",
            "distinct": "7",
            "missing": "47152"
        },
        {
            "name": "Team_Size",
            "index": "7",
            "type": "string",
            "distinct": "7",
            "missing": "55422"
        },
        {
            "name": "ML_Status_in_Company",
            "index": "8",
            "type": "string",
            "distinct": "6",
            "missing": "35301"
        },
        {
            "name": "Compensation_Status",
            "index": "9",
            "type": "string",
            "distinct": "18",
            "missing": "20201"
        },
        {
            "name": "Money_Spent",
            "index": "10",
            "type": "string",
            "distinct": "7",
            "missing": "57507"
        },
        {
            "name": "Year",
            "index": "11",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "2017",
            "max": "2020",
            "mean": "2019",
            "stdev": "1"
        }
    ],
    "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
}