{
    "data_id": "43039",
    "name": "internet-firewall",
    "exact_name": "internet-firewall",
    "version": 1,
    "version_label": "1",
    "description": "**Author**: Fatih Ertam \n**Source**: [UCI](https:\/\/archive.ics.uci.edu\/ml\/datasets\/Internet+Firewall+Data) - 2019\n**Please cite**: [UCI](https:\/\/archive.ics.uci.edu\/ml\/citation_policy.html)  \n\n**Internet Firewall Data Data Set**\n\nThis data set was collected from the internet traffic records on a university's firewall. There are 12 features in total. Action feature is used as a class. There are 4 classes in total. These are allow, action, drop and reset-both classes.\n\n### Attribute information\n\n- Source Port\n- Destination Port\n- NAT Source Port\n- NAT Destination Port\n- Action\n- Bytes\n- Bytes Sent\n- Bytes Received\n- Packets\n- Elapsed Time (sec)\n- pkts_sent\n- pkts_received \n",
    "format": "arff",
    "uploader": "Meilina Reksoprodjo",
    "uploader_id": 24140,
    "visibility": "public",
    "creator": "Fatih Ertam",
    "contributor": null,
    "date": "2021-06-11 21:14:40",
    "update_comment": null,
    "last_update": "2021-06-11 21:14:40",
    "licence": "Publicly available",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/22045761\/dataset",
    "default_target_attribute": null,
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "internet-firewall",
            "This data set was collected from the internet traffic records on a university's firewall. There are 12 features in total. Action feature is used as a class. There are 4 classes in total. These are allow, action, drop and reset-both classes. ### Attribute information - Source Port - Destination Port - NAT Source Port - NAT Destination Port - Action - Bytes - Bytes Sent - Bytes Received - Packets - Elapsed Time (sec) - pkts_sent - pkts_received "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 65532,
        "NumberOfFeatures": 12,
        "NumberOfClasses": null,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 11,
        "NumberOfSymbolicFeatures": 0,
        "Dimensionality": 0.00018311664530305805,
        "PercentageOfNumericFeatures": 91.66666666666666,
        "MajorityClassPercentage": null,
        "PercentageOfSymbolicFeatures": 0,
        "MajorityClassSize": null,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null,
        "NumberOfBinaryFeatures": 0,
        "PercentageOfBinaryFeatures": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "AutoCorrelation": null,
        "PercentageOfMissingValues": 0
    },
    "tags": [
        {
            "uploader": "38960",
            "tag": "Images"
        },
        {
            "uploader": "38960",
            "tag": "Life Science"
        }
    ],
    "features": [
        {
            "name": "Source Port",
            "index": "0",
            "type": "numeric",
            "distinct": "22724",
            "missing": "0",
            "min": "0",
            "max": "65534",
            "mean": "49392",
            "stdev": "15256"
        },
        {
            "name": "Destination Port",
            "index": "1",
            "type": "numeric",
            "distinct": "3273",
            "missing": "0",
            "min": "0",
            "max": "65535",
            "mean": "10577",
            "stdev": "18466"
        },
        {
            "name": "NAT Source Port",
            "index": "2",
            "type": "numeric",
            "distinct": "29152",
            "missing": "0",
            "min": "0",
            "max": "65535",
            "mean": "19283",
            "stdev": "21971"
        },
        {
            "name": "NAT Destination Port",
            "index": "3",
            "type": "numeric",
            "distinct": "2533",
            "missing": "0",
            "min": "0",
            "max": "65535",
            "mean": "2671",
            "stdev": "9739"
        },
        {
            "name": "Action",
            "index": "4",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "Bytes",
            "index": "5",
            "type": "numeric",
            "distinct": "10724",
            "missing": "0",
            "min": "60",
            "max": "1269359015",
            "mean": "97124",
            "stdev": "5618439"
        },
        {
            "name": "Bytes Sent",
            "index": "6",
            "type": "numeric",
            "distinct": "6683",
            "missing": "0",
            "min": "60",
            "max": "948477220",
            "mean": "22386",
            "stdev": "3828139"
        },
        {
            "name": "Bytes Received",
            "index": "7",
            "type": "numeric",
            "distinct": "8814",
            "missing": "0",
            "min": "0",
            "max": "320881795",
            "mean": "74738",
            "stdev": "2463208"
        },
        {
            "name": "Packets",
            "index": "8",
            "type": "numeric",
            "distinct": "1116",
            "missing": "0",
            "min": "1",
            "max": "1036116",
            "mean": "103",
            "stdev": "5133"
        },
        {
            "name": "Elapsed Time (sec)",
            "index": "9",
            "type": "numeric",
            "distinct": "915",
            "missing": "0",
            "min": "0",
            "max": "10824",
            "mean": "66",
            "stdev": "302"
        },
        {
            "name": "pkts_sent",
            "index": "10",
            "type": "numeric",
            "distinct": "749",
            "missing": "0",
            "min": "1",
            "max": "747520",
            "mean": "41",
            "stdev": "3219"
        },
        {
            "name": "pkts_received",
            "index": "11",
            "type": "numeric",
            "distinct": "922",
            "missing": "0",
            "min": "0",
            "max": "327208",
            "mean": "61",
            "stdev": "2223"
        }
    ],
    "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
}