Data Structure ?
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Data Structure ?
*The above analysis is the result extracted and analyzed by the system, and the specific actual data shall prevail.
README.md
[アディティヤ・ソニ（Aditya Soni）氏][2]の[こちら][1]の素晴らしいアドバイスに従い、私はMicrosoftからタイムスタンプをダウンロードし、MicrosoftのAvSigVersion（文字列）をタイムスタンプ（datetime.datetime）にマッピングするこのPython辞書を作成しました。これを使って、KaggleのMicrosoftマルウェア検出[コンペティション][3]のデータにタイムスタンプを追加してください。
この辞書には9622のエントリがあります。それぞれが一意の有効なAvSigVersionに対応しています。一部のコンピュータではAvSigVersionが'0.0.0.0'となっていますが、このキーは辞書に含まれていません。
AvSigVersionは（2018年には）約2時間ごとに更新されます。これらはマルウェア定義です。ウイルス対策ソフトはこれらなしでは機能しないため、95％のユーザーが継続的にこれらを更新しており、これにより各データセットの観測値に対する信頼できるタイムスタンプとなっています。
これらのタイムスタンプはhttps://www.microsoft.com/en-us/wdsi/definitions/antimalware-definition-release-notes からダウンロードされました。
OSが最後に更新された時間を示すCensus_OSVersionのタイムスタンプの辞書については、こちらを参照してください。
https://www.kaggle.com/cdeotte/malware-timestamps-2
[1]:https://www.kaggle.com/c/microsoft-malware-prediction/discussion/76384#449402
[2]:https://www.kaggle.com/adityaecdrid]
[3]:https://www.kaggle.com/c/microsoft-malware-prediction
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