Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
社会性フィルター付きTwitterクライアント作った
Search
Hiromasa Kakutani
September 25, 2017
Programming
260
2
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
社会性フィルター付きTwitterクライアント作った
Hiromasa Kakutani
September 25, 2017
Transcript
25 slides
ࣾձੑϑΟϧλʔ͖ TwitterΫϥΠΞϯτ࡞ͬͨ
ࣗݾհ - Hiromasa Kakutani @xKxAxKx - ීஈWEB੍࡞ձࣾͰPython(Django)/Typescript(Angular)ͱ͔ - લ৬ϢʔβܥSIerͰαʔόӡ༻ͱ্͔ྲྀఔͱ͔৭ʑ... -
ϓϩάϥϛϯάྺ1ͪΐͬͱ - Qiita: http://qiita.com/xKxAxKx - Blog: http://xkxaxkx.hatenablog.com/ - GitHub: https://github.com/xKxAxKx
ࣾձੑϑΟϧλʔͱԿ͔ʁ
͜ΕͰ͢
͓Ε͜͏ࢥͬͨοε - ࣗಈతʹࣾձੑϑΟϧλʔΛ௨ͨ͠πΠʔτͰ͖Εྑͦ͞͏ - ٕज़తʹͦΜͳʹ͍͜͠ͱͤͣʹ࡞Εͦ͏
ͱ͍͏Θ͚Ͱ࡞ͬͨ
σϞ http://shakaisei-filter.tokyo/ - ݴޠPython - ϑϨʔϜϫʔΫDjango
͍ͬͯΔ͜ͱᶃೖྗ͞Εͨ༰Λܗଶૉղੳ͢Δ MeCabΛͬͯπΠʔτͷ༰Λܗଶૉղੳ͍ͯ͠Δ
͍ͬͯΔ͜ͱᶃೖྗ͞Εͨ༰Λܗଶૉղੳ͢Δ ͜͜Ͱೖྗ͞ΕͨπΠʔτΛύʔε͍ͯ͠Δ
͍ͬͯΔ͜ͱᶃೖྗ͞Εͨ༰Λܗଶૉղੳ͢Δ ύʔε͞Εͨ݁Ռ σϑΥϧτͷIPAࣙॻΛ༻͍ͯ͠Δ
͍ͬͯΔ͜ͱᶃೖྗ͞Εͨ༰Λܗଶૉղੳ͢Δ
͍ͬͯΔ͜ͱᶃೖྗ͞Εͨ༰Λܗଶૉղੳ͢Δ ѻ͍͍͢Α͏ʹdictܕʹม
͍ͬͯΔ͜ͱᶄ୯ޠײۃੑରԠද͏ - ୯ޠ͕ωΨςΟϒ͔ϙδςΟϒͰ͋Δ͔ʮ୯ޠײۃੑରԠදʯΛ༻ - http://www.lr.pi.titech.ac.jp/~takamura/pndic_ja.html ຊޠ͓Αͼӳޠͷ୯ޠͱͦͷײۃੑͷରԠදΛɺ ݚڀతͷར༻ʹݶΓެ։ ͠·͢ɻ ײۃੑͱɺͦͷޠ͕Ұൠతʹྑ͍ҹΛ͔࣋ͭʢpositiveʣ ѱ͍ҹ
Λ͔࣋ͭʢnegativeʣΛදͨ͠ೋଐੑͰ͢ɻ ྫ͑ɺʮྑ͍ʯɺʮඒ͍͠ʯ ͳͲpositiveͳۃੑɺ ʮѱ͍ʯɺʮԚ͍ʯͳͲnegativeͳۃੑΛ࣋ͪ·͢ɻ - ͳΜ͔͍͍ײ͡ʹͬͯ͘ΕΔͬΆ͍
͍ͬͯΔ͜ͱᶄ୯ޠײۃੑରԠද͏ ݩʑͷϑΝΠϧ͕ͨͩͷtxtͳͷͰpandasΛͬͯcsvʹ͢Δ
͍ͬͯΔ͜ͱᶄ୯ޠײۃੑରԠද͏ ͜Μͳײ͡Ͱɺ୯ޠ͝ͱʹείΞׂ͕Γ ͯΒΕ͍ͯΔɻ Ұ൪ϙδςΟϒͰ͋Ε+1.000ɺҰ൪ωΨ ςΟϒͰ͋Ε-1.000ɺΈ͍ͨͳ
͍ͬͯΔ͜ͱᶄ୯ޠײۃੑରԠද͏ csvΛdictܕʹ͢Δ
͍ͬͯΔ͜ͱᶄ୯ޠײۃੑରԠද͏ ͍ɻ
͍ͬͯΔ͜ͱᶅωΨϙδఆ ܗଶૉղੳͨ͠πΠʔτͱ୯ޠײۃੑରԠදΛϚονϯάͤͯ͞ωΨϙδͷείΞΛͱΔ
͍ͬͯΔ͜ͱᶅωΨϙδఆ Ϛονͤͯ͞ɺ୯ޠײۃੑରԠදʹଘࡏ͢Δ୯ޠʹείΞΛ༩͑Δ ʮͱʯʹ-0.2ͱ͔͍͍ͯͯΘ͚Θ͔ΒΜͭ͋ͬͨΓ͢ΔͷͰରԠදͷείΞΛखͰͨ͠Γ
͍ͬͯΔ͜ͱᶅωΨϙδఆ πΠʔτͷείΞΛࢉग़͢Δ ʮͳΜͰ͍͋ͭͷͨΊʹԶ͕ۤ࿑͠ͳ͍ͱ͍͚ͳ͍ΜͩʯͷείΞʮ-0.5190785ʯ ฏۉͰఆ͍ͯ͠Δ͚ΕͲੵࢉͰΑ͔͔ͬͨͳʔɺͱࢿྉ࡞Γͳ͕Βࢥͬͨ
͍ͬͯΔ͜ͱᶆͭͿ͘
͍ɻ
՝ɿ୯ޠײۃੑରԠදʹϊΠζ͕͋Δ ͱ͜ΖͲ͜Ζʮͳͥ͜ͷ୯ޠʹ͜ͷείΞʁʯΈ͍ͨͳͷ͕͋ͬͨΓ͢Δ ྫ͑ ɾͲΜఈ:ͲΜͧ͜:໊ࢺ:0.261051 ͱ͔ ɾͱ:ͱ:෭ࢺ:-0.215793 ͱ͔ ɾͱͬͯ:ͱͬͯ:෭ࢺ:-0.232971 ͳͲͳͲ... ͜͜ΒΜؾ͍ͮͨΒखͰͨ͠Γ͍͔ͯ͘͠͠ͳͦ͞͏
՝ɿจ຺Λແࢹ͢Δ ୯ޠ͝ͱʹείΞΛ͚͍ͭͯΔͷͰɺจষશମͰϙδςΟϒͰ͋ͬͯɺϚΠφεͷείΞ͕ Ͱ͔͍͕ͭೖ͍ͬͯΔͱʮʹΌʔΜʯʹͳͬͯ͠·͏ ྫ͑ɺʮଚ͗ͯ͢Ϛδແཧɺࢮ͵ʯͱ͔ʮࢮ͵΄ͲΧοίΠΠ...ʯΈ͍ͨͳݴ༿ͩͱɺ໌Β͔ʹ ϙδςΟϒͳจ຺Ͱ͋ΔʹؔΘΒͣɺʮࢮ͵ʯͱ͍͏ݴ༿ͷϚΠφεύϫʔ͕ڧ͗ͯ͢ɺωΨ ςΟϒͰ͋Δͱஅ͞ΕΔɻ χϗϯΰϜζΧγΠω...
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠
More Decks by Hiromasa Kakutani
See All by Hiromasa Kakutani
_マネジメントする人される人ナイト_2026__良いチームを作っていきたい_お気持ち_.pdf
xkxaxkx
0
160
[アーキテクチャモダナイゼーション]Wardley Mapping、どうすれば現場に持ち込んで実践できそう?
xkxaxkx
0
410
[SRETT]AI駆動開発検証チームの取り組みについて
xkxaxkx
0
52
Re_ゼロから始めるNuxt生活
xkxaxkx
0
2.5k
Other Decks in Programming
See All in Programming
Growing PicoRuby's Ecosystem on ESP32
yuuu
2
130
SODA - FACT BOOK(EN)
sodainc
1
240
クラウドエージェントは、 何がそんなに便利なのか / what makes cloud agents so useful
rkaga
5
860
Apple Intelligenceとオンデバイス時代の到来
yahir0
0
240
Web Framework Benchmark Battle 2026, Any%
a_matsuda
3
3.2k
仕様駆動開発入門 (何を作るかを先に決めて渡す) | 目指せ Kiro マスター 05
inariku
PRO
2
140
AI駆動開発4年目の現在地(『あなたはFDEになるべきか?』イベント資料)
kumaiu
0
610
AI Augmentation Techniques with Liberty
ivargrimstad
1
470
AI-Powered Domain-Driven Design
ziobrando
0
440
Vue.jsで作る空間解析アプリとCapacitorプラグインのData Bridge
hal_spidernight
1
170
Performance Optimization With LLMs
xleitix
0
260
GraphQL の onError と Nullability のこれから
quramy
0
210
Featured
See All Featured
HTML-Aware ERB: The Path to Reactive Rendering @ RubyCon 2026, Rimini, Italy
marcoroth
6
920
Building Better People: How to give real-time feedback that sticks.
wjessup
371
20k
How to build a perfect <img>
jonoalderson
1
6.2k
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs
inesmontani
PRO
3
3.8k
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
aleyda
2
2.2k
AI in Enterprises - Java and Open Source to the Rescue
ivargrimstad
0
1.6k
GraphQLとの向き合い方2022年版
quramy
50
15k
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
47
8.4k
A Tale of Four Properties
chriscoyier
163
24k
The SEO identity crisis: Don't let AI make you average
varn
0
630
Lessons Learnt from Crawling 1000+ Websites
charlesmeaden
PRO
1
1.7k
Neural Spatial Audio Processing for Sound Field Analysis and Control
skoyamalab
0
620