[Python Charity Talks in Japan] LT: ネットワーク解析とテキスト解析で見るPEP / pycharity

Title:
Exploring PEP with network analysis and text analysis
(Lightning Talk at Python Charity Talks in Japan🐍🇯🇵)

I clustered PEPs using a citation-relationship network and created a word cloud for each cluster.

You can see the results of the clustering on the following page✨
https://komo-fr.github.io/PEPCluster/

Twitter: @komo_fr ( https://twitter.com/komo_fr )
GitHub: https://github.com/komo-fr/PEPCluster
Event Page: https://pyconjp.connpass.com/event/177586/
Video: https://www.youtube.com/watch?v=o-UBokTvQjE&feature=youtu.be
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Python Charity Talks in JapanのLTスライドです。
PEPの引用関係ネットワークを使ってコミュニティ抽出し、各クラスタのワードクラウドを出してみました。

Transcript

1. ωοτϫʔΫղੳͱςΩετղੳ ͰݟΔ1&1 1ZUIPO
   $IBSJUZ
   5BMLT
   JO
   +BQBO
    5PNPLP
   'VSVLJ
   5XJUUFS
   !LPNP@GS
   
   (JU)VC
   !LPNPGS
2. !LPNP@GS 8IP
   BN
   *
   !LPNP@GS 2 ॴଐ
   w גࣜձࣾϏʔϓϥ΢υ
   ʢ1ZUIPOͰσʔλղੳͷ͓࢓ࣄʣ
   w ౦ژେֶ
   ઌ୺Պֶٕज़ݚڀηϯλʔ
   ʢݚڀऀ͕࢖͏ͨΊͷ1ZUIPOύοέʔδͷ։ൃʣ
   1Z$PO+1
   w 1Z$PO+1
   
   ʮQBOEBTͷ4UZMJOHػೳͰڧԽ͢Δ+VQZUFS࣮ݧϨϙʔτʯ
   w 1Z$PO+1
   
   ʮ*OUFSBDUJWF
   /FUXPSL
   7JTVBMJ[BUJPO
   VTJOH
   1ZUIPO
   
   ɹɹɹɹɹɹɹɹɹʙ
   /FUXPSL9
   
   #PLFIͰ
   1&1ͷࢀরؔ܎ΛՄࢹԽ͢Δʯ 5PNPLP
   'VSVLJ LPNP G S
3. !LPNP@GS ࠓ೔࿩͢͜ͱ w 1&1ಉ࢜ͷҾ༻ؔ܎ωοτϫʔΫΛ࢖ͬͯɺ
   ݱࡏҎ্͋Δ1&1ΛΫϥελϦϯάͯ͠ΈͨΑ 3 w ֤ΫϥελΛςΩετղੳͯ͠ɺ
   ͲΜͳΫϥελ͕Ͱ͖ͨͷ͔ݟͯΈͨΑ
   $PNNVOJUZ
   %FUFDUJPO 8PSE
   $MPVE
4. .PUJWBUJPO
5. !LPNP@GS .PUJWBUJPO w 1&1
   1ZUIPO
   &OIBODFNFOU
   1SPQPTBMT ͸
   ॏཁͳެࣜͷٕज़υΩϡϝϯτ
   w Ͱ΋ྔ͕ଟ͍ʢݱࡏɺ1&1ʣ
   w ͲΕ͕ॏཁͳ1&1ͳͷʁ
   w ͲΜͳτϐοΫ͕͋Δͷʁ
   w ·ͣ͸ͬ͘͟Γͱશମ૾Λ೺Ѳ͍ͨ͠ 5
6. !LPNP@GS *EFB PEP 8 Style Guide for Python PEP 20 The Zen of Python PEP 257 Docstring Conventions w 1&1ͱ1&1ͷؒʹ͸Ҿ༻ؔ܎͕͋Δ PEP 8͸ɺ257ͱ20ΛҾ༻͍ͯ͠Δ
7. !LPNP@GS *EFB PEP 8 Style Guide for Python PEP 20 The Zen of Python PEP 257 Docstring Conventions w 1&1ͱ1&1ͷؒʹ͸Ҿ༻ؔ܎͕͋Δ
   ϦϯΫ͕షΒΕ͍ͯΔ
   w Ҿ༻ؔ܎ʹ͋Δ1&1ಉ࢜͸ɺτϐοΫ͕ؔ܎͍ͯ͠Δ
   w ωοτϫʔΫղੳͷख๏Λ༻͍ͯɺ
   1&1ΛΫϥελϦϯάͯ͠ΈΑ͏ʢίϛϡχςΟநग़ʣ
8. !LPNP@GS ࢖ͬͨύοέʔδ w #FBVUJGVMTPVQ
   ʢεΫϨΠϐϯάʣ
   w 1&1͸8FC্Ͱެ։͞Ε͍ͯΔͷͰɺBλάΛநग़͢Δ
   w QBOEBTʢσʔλ੔ܗʣ
   w /FUXPSL9
   άϥϑσʔλԽʣ
   w QZUIPOMPVWBJOʢΫϥελϦϯά ίϛϡχςΟநग़ ʣ
   w XPSEDMPVEʢϫʔυΫϥ΢υʣ
   w ֤Ϋϥελͷ1&1ͷຊจʹద༻ 8
9. !LPNP@GS 1&1ωοτϫʔΫͷશମ૾ ৭
   1&1ͷεςʔλε "DDFQUFE
   3FKFDUͳͲ
   αΠζ
   ඃҾ༻਺
10. !LPNP@GS ˓ͷݸݸ͕ͭͷ1&1 ৭
    1&1ͷεςʔλε "DDFQUFE
    3FKFDUͳͲ
    αΠζ
    ඃҾ༻਺ 1&1
     1&1 1&1 1&1
11. !LPNP@GS QZUIPOMPVWBJOͰΫϥελϦϯά ৭
    1&1ͷεςʔλε "DDFQUFE
    3FKFDUͳͲ
    αΠζ
    ඃҾ༻਺
12. !LPNP@GS ΫϥελϦϯάͷ݁Ռ 12 and others… େ͖ͳΫϥελ ݸҎ্ͷ1&1 
    Ϋϥελ
    খ͞ͳΫϥελ ݸͷ1&1 
    Ϋϥελ
    ݽཱͨ͠Ϋϥελ
    ʢଞͷ1&1ͱҾ༻ؔ܎͕ͳ͍1&1ʣ
    
    Ϋϥελ
13. !LPNP@GS "Ϋϥελ
    1SPDFTT
    
    %PDVNFOUT 13 • PEP 8000-series • PEP 1:
 PEP Purpose Guidelines • PEP 12:
 Sample reStructuredText PEP Template • PEP 257:
 Docstring Conventions
 25 PEPs
14. !LPNP@GS "Ϋϥελ
    5ZQF 14 • PEP 8 • PEP 482, 483, 484ଞ:
 ܕώϯτؔ܎ • PEP 3107:
 ؔ਺Ξϊςʔγϣϯ • PEP 557:
 σʔλΫϥε 42 PEPs
15. !LPNP@GS "Ϋϥελ
    1BDLBHF 15 36 PEPs • PEP 241 / 314 / 345 / 426 / 566: 
 Metadata for Python Software Packages / v1.1 / 1.2 / 2.0 / 2.1 • PEP 427 / 491:
 The Wheel Binary Package 
 Format 1.0 / 1.9 • PEP 440:
 Version Identification and Dependency Specification
16. !LPNP@GS ॴײ w ͦΕͳΓʹೲಘ͕͍͘෦෼΋͋Δ
    w ͍·͍ͪඍົͳͱ͜Ζ΋͋Δ
    w ϦϦʔεͷ͓஌Βͤܥͷ1&1͕ɺ
    Ͳ͔͜ͷΫϥελʹద౰ʹ೧͡ࠐ·ΕΔ
    w ଞͷ1&1ͱҾ༻ؔ܎͕ͳ͍1&1͸ʢ౰વʣΫϥελϦϯάͰ΋ݽཱ͢ Δ
    w 1&1
    
    
    ͕͚ͭͩͷখ͞ͳΫϥελΛ࡞͍ͬͯΔ͕ɺ
    ଞͷ6OJDPEFؔ܎ͷ1&1ͱಉ͡ΫϥελʹೖΔํ͕ࣗવͳͷͰ͸
    w ࠓޙ
    w Ҿ༻ؔ܎Ͱ͸ͳ͘
    ຊจͷ಺༰ͰΫϥελϦϯάͯ͠ൺֱ͢Δͱ໘ന͍͔΋͠Εͳ͍ 16
17. !LPNP@GS ࠓ೔ͷ݁Ռ 17 IUUQTHJUIVCDPNLPNPGS1&1$MVTUFS