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IPython과 Pandas를 활용한 게임데이터 분석 - PyConKR 2014

IPython과 Pandas를 활용한 게임데이터 분석 - PyConKR 2014

IPython Notebook의 편리한 기능과 Pandas의 강력한 데이터 분석 능력으로 게임 로그 분석 시스템(WzDat)을 구축한 사례를 소개합니다. PyConKR 2014에서 발표된 내용입니다.

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JeongJu Kim

August 30, 2014
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  1. *1ZUIPOҗ1BOEBTܳ ഝਊೠѱ੐ؘ੉ఠ࠙ࢳ

  2. ߊ಴੗ࣗѐ ↟ ӣ੿઱ !IBKF  ↟ ਗ%ূ૓ ѱ੐௿ۄ੉঱౟ѐߊ ↟ അ੤r8FC[FO1MBZsীࢲѱ੐

    ؘ੉ఠࣻ૘߂࠙ࢳदझమѐߊ
  3. *1ZUIPOҗ1BOEBT

  4. *1ZUIPO OPUFCPPL ↟ ౵੉ॆਸਤೠ؊ա਷ੋఠ ۑ౭࠳ஹೊ౴ജ҃ ↟ ਢ࠳ۄ਋੷ӝ߈ਵ۽5SZ %JTDPWFSܳಞܻೞѱ ೡࣻ੓׮ ؘ੉ఠ࠙ࢳী

    ୭੸
  5. 1BOEBT ↟ 3੄࠙ࢳמ۱ਸ౵੉ॆਵ۽ ↟ ؘ੉ఠ੄੿ഋച .VOHJOH  ↟ ઱۽DTW౵ੌਸоઉ৬оҕ ↟

    ъ۱ೠद҅ৌ࠙ࢳ 5JNF4FSJFT  ↟ ా҅߂࠙ࢳҙ۲׮নೠӝמٜ
  6. 8[%BU

  7. 8[%BU ↟ 8FC[FO%BUB5PPMLJU੄ড੗ r৲எ؆sਵ۽੍਺  ↟ *1ZUIPO 1BOEBTӝ߈੄ѱ੐ ۽Ӓ ؘ੉ఠ࠙ࢳद

    झమਸٜ݅ӝਤ೧द੘ ↟ *1ZUIPOҗ1BOEBT݅ਵ۽ࠗ઒ೠӝמਸࠁъ
  8. ࠺੹ ↟ য়ېػ೐۽ં౟ীࢲ௏٘ࣻ੿হ੉ॶࣻ੓ѱೞ੗ ↟ ־ҳա3BXؘ੉ఠী੽Ӕೡࣻ੓ѱೞ੗ ↟ ࠙ࢳҗ੿җѾҗܳ׮ܲࢎۈٜҗҕਬೞ੗ ↟ ࠙ࢳਸ੗زചೞҊ दпചೞ੗

  9. ҳࢿ ↟ 8[%BUನਕ؊ ↟ 8[%BU౵੉ॆݽٕ ↟ 8[%BU؀एࠁ٘

  10. None
  11. ನਕ؊ 'PSXBSEFS ↟ ౵੉ॆਵ۽݅ٚਦب਋ࢲ࠺झ QZFYF  ↟ %# ۽Ӓ౵ੌ दझమ۽Ӓ

    ৘੿ ١ਸѱ੐%#ࢲߡী ࢲ࠙ࢳࢲߡ۽੹࣠ ↟ ࢸ੿౵ੌ ZBNM ীزӝച੿଼ӝࣿ
  12. 8[%BU౵੉ॆݽٕ ↟ ݆਷۽Ӓ౵ੌ઺ਗೞחѪਸࡅܰѱ଺ইն ↟ ౵ੌఋੑMPH ECMPH ENQ ↟ ࣄ۩ఠGJMFT OPEFT

    TFSWFST EBUFT ↟ ࢚ࣻ೙ఠ݂OPEF TFSWFS EBUF ↟ ղਊѨ࢝GJOE ↟ 1BOEBTؘ੉ఠ೐ۨ੐ਵ۽߸ജUP@GSBNF
  13. 8[%BU౵੉ॆݽٕदো ZPVUVCFSZH9+(&X

  14. ؀एࠁ٘ %BTICPBSE ↟ *1ZUIPO֢౟࠘ীࢲ࠙ࢳػѾҗ݅಴द ↟ ౵ੌݺਵ۽рױ൤झாે݂߂Ӓܛ૙ӝ ↟ FY t< 

     !઺ਃ>ؘੌܻ૑಴uݒੌदী࠙ ࢳप೯റr઺ਃsӒܛীrؘੌܻ૑಴s೦ݾਵ۽١۾ ↟ 6*ஶ౟܀ਸࢎਊೞৈ؀۝੄ؘ੉ఠ઺ੌࠗ݅ࢶఖ೧ࠁ ӝ
  15. 8[%BU؀एࠁ٘दো ZPVUVCFNEJJ(N;5[D

  16. റӝ

  17. ѐߊೞݴו՛੼ ↟ 5%% ↟ ੋఠ೐ܻఠ঱যחపझ౟о઺ਃ ↟ ޙࢲച ↟ ݅ٚࢎۈبөݡח׮աܳਤ೧ࢲद੘ೞ੗ ↟

    (JU IVC ਸੜഝਊೞ੗ ↟ 7$4ܳੜॳחѪ਷೐۽Ӓې߁מ۱җ੉য૗ ↟ ਦب਋ਊߓನܳਤ೧ࢲQZFYFॶ݅ೞ׮
  18. ؘ੉ఠ࠙ࢳೞݴו՛੼ ↟ അ੢੄ݾܻࣗীӈӝ਎ৈঠ ↟ بݫੋ૑ध੉হਵݶޖ঺ਸࠊঠೡ૑ݽܲ׮ ↟ 1BOEBT۽؀ਊ۝࠙ࢳਸਤ೧ࢲח)%'ܳੜഝਊೞ੗ ↟ ࠻ؘ੉ఠחইפযب)%%ਊ۝݅ఀٚٚ ↟

    1BOEBT௪ܻ୭੸ചҕࠗ೙ਃ ↟ ҃೷੉ऺੌࣻ۾௪ܻоૣই૓׮ݺܐೞҊࡈۄ૕оמࢿ ↟ ࢎਊ੗஘ച੸ੋदпചܳਤ೧Ҋ޹ೞ੗
  19. ߓನೞݴו՛੼ ↟ ೒ۖಬਵ۽ઁҕೞ۰פࢸ஖оցޖߣѢ܂׮ ↟ *1ZUIPO 1BOEBT V84(* OHJOY $FMFSZ 3FEJT

    42-JUF  )%' 4VQFSWJTPS ↟ ࣗझDMPOFറQJQ۽੄ઓݽٕࢸ஖ пઙझ௼݀౟߂$SPOUBCࢸ੿  ߑച߷١दझమࢸ੿ ↟ %PDLFS • docker pull haje01/wzdat
  20. ب਑઱नٜ࠙ ↟ झ݃౟झఠ٣߅അ਋੉ࢎש 8#&34  ↟ ਢઃঙ೒ۨ੉੉ੋӏ؀಴ש ↟ ౵੉ॆ௏ܻইъթझఠ٣ৈ۞ٜ࠙

  21. ٜয઱࣊ࢲхࢎ೤פ׮ ѱ੐ؘ੉ఠ࠙ࢳীҙब੓ਵन࠙਷োۅ઱ࣁਃ_ IBKF!OBWFSDPN