Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Woman-haters Gonna Hate: Analyzing rap lyrics u...
Search
almosteverywhere
September 12, 2013
Programming
1
730
Woman-haters Gonna Hate: Analyzing rap lyrics using Python and Beautiful Soup
almosteverywhere
September 12, 2013
Tweet
Share
More Decks by almosteverywhere
See All by almosteverywhere
How soon is now: using machine to extract publication dates of news articles online
almosteverywhere
0
60
Other Decks in Programming
See All in Programming
Google Agent Development Kit でLINE Botを作ってみた
ymd65536
2
250
GitHub Copilot and GitHub Codespaces Hands-on
ymd65536
2
150
今ならAmazon ECSのサービス間通信をどう選ぶか / Selection of ECS Interservice Communication 2025
tkikuc
21
4k
10 Costly Database Performance Mistakes (And How To Fix Them)
andyatkinson
0
330
Is Xcode slowly dying out in 2025?
uetyo
1
270
AI時代のソフトウェア開発を考える(2025/07版) / Agentic Software Engineering Findy 2025-07 Edition
twada
PRO
86
28k
0626 Findy Product Manager LT Night_高田スライド_speaker deck用
mana_takada
0
170
レベル1の開発生産性向上に取り組む − 日々の作業の効率化・自動化を通じた改善活動
kesoji
0
190
PHPでWebSocketサーバーを実装しよう2025
kubotak
0
280
AIプログラマーDevinは PHPerの夢を見るか?
shinyasaita
1
220
すべてのコンテキストを、 ユーザー価値に変える
applism118
3
1.3k
XP, Testing and ninja testing
m_seki
3
240
Featured
See All Featured
KATA
mclloyd
30
14k
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
44
2.4k
Six Lessons from altMBA
skipperchong
28
3.9k
We Have a Design System, Now What?
morganepeng
53
7.7k
Speed Design
sergeychernyshev
32
1k
Agile that works and the tools we love
rasmusluckow
329
21k
Statistics for Hackers
jakevdp
799
220k
StorybookのUI Testing Handbookを読んだ
zakiyama
30
5.9k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
48
2.9k
How to Ace a Technical Interview
jacobian
278
23k
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
smashingmag
251
21k
[RailsConf 2023 Opening Keynote] The Magic of Rails
eileencodes
29
9.6k
Transcript
7]Z<[P<jIghO][[< P<jI $QDO\]LQJUDSO\ULFVXVLQJ3\WKRQDQG %HDXWLIXO6RXS -XOLH/DYRLH#KVMXMX
,+LSKRS «EXW,KDWHDORWRIWKHO\ULFV« 7HOOWKDWE KRSXSRQP\G UROOHGXSRQ KHUTXLFN ,QDVL[WROGKHUVXFNDG PRWRUERDWKHUW $$35RFN\*ROGLH
,ZDVFXULRXV &DQZHTXDQWLILDEO\PHDVXUHVH[LVPLQ O\ULFV" 6R,DVNHG :KLFKUDSSHUXVHVWKH E ZRUGWKHPRVW"
(QWHU5DSJHQLXVDQG%HDXWLIXO6RXS Ɣ 5DSJHQLXVLVOLNHZLNLSHGLDRIUDSO\ULFVIRU PRVWVRQJVDQQRWDWHGZLWKPHDQLQJ Ɣ 1R$3, Ɣ %HDXWLIXO6RXSVFUHHQVFUDSLQJOLEUDU\LQ 3\WKRQ
7KH'DWD Ɣ DUWLVWV Ɣ VRQJVHDFK Ɣ (DVW&RDVW:HVW&RDVW'LUW\6RXWKUDS Ɣ PDOHIHPDOHEODFNZKLWHUDSSHUV Ɣ
WRWDORIVRQJV
7KH$UWLVWV &KDLQ]'UDNH/LO¶-RQ1:$7XSDF (PLQHP/LO¶.LP2XWNDVW&HQW)R[\ %URZQ/LO¶:D\QH4XHHQ/DWLIDK$$3 5RFN\,PPRUWDO7HFKQLTXH/XGDFULV6QRRS 'RJJ/LRQZKDWHYHU%HDVWLH%R\V-D\=0& /\WH7DOLE.ZHOL%LJJLH6PDOO-&ROH0LVV\ (OOLRWW7,'HDG3UH].DQ\H1DV7\JD'U 'UH.HQGULFN/DPDU1LFNL0LQDMDQG:XWDQJ
6WHSJHWDOOWKHWKLQJV
6WHS6FUDSHWKHO\ULFV
6WHS&RXQWµHPXSGRVRPHVWDWV 5DSSHUVDUHXVLQJEZRUGRQDYHUDJH WLPHVSHUVRQJ %ZRUGLVXVHGWLPHVRYHUVRQJV
%HVWUDSSHUVSHUVRQJ -D\= :XWDQJ 0LVV\(OOLRWW 'UDNH 2XWNDVW .DQ\H:HVW ,PPRUWDO7HFKQLTXH 4XHHQODWLIDK 1DV
7DOLE.ZHOL 0&/\WH 'HDG3UH] %HDVWLH%R\V 6XUSULVLQJ-D\=.DQ\H:XWDQJ,QWHUHVWLQJZRPHQ VRFLDOO\FRQVFLRXVUDSSHUV
6RVR;VRQJ 7, %LJJLH6PDOO FHQW 7XSDF &KDLQ] .HQGULFN/DPDU (PLQHP -&ROH /XGDFULV
6XUSULVLQJ%LJJLH(PLQHP PRUHLQDVHFRQG
2KPDQRUPRUH /LO:D\QH /LO.LP )R[\%URZQ 7\JD 1:$ 1LFNL0LQDM 'U'UH $$35RFN\ 6QRRS'RJJ
6XUSULVLQJ/LO.LPDQG)R[\%URZQ([SHFWHG1LFNL 0LQDMWROHWGRZQKXPDQLW\
:7)/LO¶-RQ JHWVKLVRZQ FDWHJRU\ /LO-RQXVHVE WLPHVSHUVRQJRQ DYHUDJH
,VLWDJRRGPHWULF" $UWLVWVOLNH%LJJLH6PDOODQG(PLQHPZLWKYHU\ YLROHQWO\ULFVWRZDUGVZRPHQVFRUHUHODWLYHO\ ORZ ;DQG;
:K\ZRXOGWKDWEH" /LO-RQ %DFNXSE JHWWKHI RXWP\ZD\ +H\PRYHWKHI EDFNE PRYHWKHI EDFN
%LJJLH6PDOO <RXUGDXJKWHU¶VWLHGXSLQD%URRNO\QEDVHPHQW VKK )DFHLWQRWJXLOW\WKDW¶VKRZ,VWD\ILOWK\ QRW JXLOW\
/HW¶VWKLQNDERXWWKLV Ɣ %LJJLHDQG(PLQHPUHFRJQL]HGDPRQJVWWKH JUHDWHVWUDSSHUVRIDOOWLPH Ɣ *UHDWO\ULFDOWDOHQWFOHYHU Ɣ /LO-RQOHVVVR Ɣ 6HHPWRPRVWO\KDYHPRUHYRFDEXODU\WR
GHVFULEHZRUVHWKLQJV 7KLVVXJJHVWVWKDWXVDJHRIWKHE ZRUGLVDQLQVXIILFLHQWPHWULFRI VH[LVPLQO\ULFV
)XUWKHUZRUN Ɣ :KDW¶VDEHWWHUPDUNHUIRUVH[LVP"$QRWKHU Ɣ ZRUG" Ɣ /RRNDWUHODWHGZRUGVVXUURXQGLQJFHUWDLQ WHUPV Ɣ 6XEPLWWLQJDSURSRVDOWR3\&RQ
Ɣ &DQVRRQVHHWKHFRGHRQJLWKXEJLWKXE FRPDOPRVWHYHU\ZKHUH
,QVWLQFWOHDGVPHWRDQRWKHUIORZ (YHU\WLPH,KHDUDEURWKHUFDOODJLUODELWFK RUDKR 7U\LQJWRPDNHDVLVWHUIHHOORZ <RXNQRZDOORIWKDWJRWVWRJR´ 4XHHQ/DWLIDK81,7<