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ʮ͓ࢄาʯΛͨ݁͠Ռ ࡕਆλΠΨʔε͕༏উͨ݅͠. ࡕਆλΠΨʔε༏উΛه೦ͯ͠PythonͰσʔλ෼ੳͨ͠Β 
 ࢥΘͣʮͦΒɺͦ͏Αʯͱೲಘͯ͠͠·ͬͨ࿩. Shinichi Nakagawa(@shinyorke) 2023/10/01 PyLadies Tokyo 9प೥ه೦ύʔςΟʔ

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Who am I ? ʢ͓લ୭Α?ʣ • Shinichi Nakagawa@shinyorke • େख֎ࢿܥITίϯαϧاۀϚωʔδϟʔ • ຊۀͰ͸SREతͳ࢓ࣄΛ͍ͯ͠·͢. • ΤϯδχΞతʹ͸ԿͰ΋Ͱ͖Δਓ. • ద౰ͳ⽁ωλ͔ΒLTΛ͢ΔΤϯδχΞͷਓ. • ஶ໊ͳٕज़ϒϩάʮLean Baseballʯͷਓ. • ຖ೔10,000าఔ౓ͷʮ͓ࢄาʯ͕೔՝. ※͓ࢄาͷূڌ෺݅

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PyLadies Tokyo 9प೥͓ΊͰͱ͏͍͟͝·͢🎉 ʢ9೥΋ܦͬͯ͠·ͬͨͷ͔…ͳ͍ͭʣ

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΋͏Ұ͓ͭΊͰ͍ͨࣄ͕ ͋Γ·͢ΑͶʁ🐯

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ࡕਆλΠΨʔε, ηɾϦʔά༏উ͓ΊͰͱ͏͍͟͝·͢🎉 2005೥Ҏདྷ18೥ͿΓͷ༏উ🐯

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334 ʲ౾஌ࣝʳ͓ೃછΈͷͪ͜Βͷ਺ࣈ͸18೥લͷ༏উ͕ΩοΧέͰര஀.

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18೥ͿΓʹʮ༏উʯΛ Ϳ͔ͪ·ͨ͠ࡕਆλΠΨʔε ݁ہԿ͕ྑ͔ͬͨͷ͔🤔

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ࡕਆλΠΨʔε༏উͷཧ༝ʢͲΕ΋ਖ਼ղʣ 1. ໊কʮԬాজ෍ʯ௨শʮͲΜͰΜʯͷ؂ಜ෮ؼ. 
 →18೥લͷ༏উ΋Ԭా؂ಜ&ʮͦΒɺͦ͏Αʯͱೲಘߦ໊͘ࡃ഑. 2. ࣆJAPAN͕༏উͨ͠WBCʹελϝϯڃͷબखΛग़͍ͯ͠ͳ͔ͬͨ. 
 ࡕਆ͔Β͸த໺ͱ౬ઙͷΈ͔ͭ͞΄Ͳग़৔ճ਺͸ଟ͘ͳ͍. 3. ʮ͓ࢄา͸େࣄʯʮ໎ͬͨΒา͚ʯͱ͍͏ҙࣝͷժੜ͑. 
 ۩ମతʹ͸ʮ࢛ٿʢϑΥΞϘʔϧʣʯΛ୔ࢁબΜͩ.

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ʮʰ͓ࢄา͸େࣄʱʰ໎ͬͨΒา͚ʱͱ͍͏ҙࣝͷժੜ͑ʯ ͜Ε͕ࡕਆλΠΨʔε༏উͷ΋ͬͱ΋Β͍͠ཧ༝ͩͱσʔλ͸ݴͬͯ·ͨ͠.

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ࡕਆͷεʔύʔυϥΠͳʮ͓ࢄาʯͷྲّྀ • όολʔ͸ࡾৼ͍͍͔ͯ͠Βʮۃ౓ʹ͓ࢄาʯ͠ͳ͍͞. • ϐονϟʔ͸ࡾৼΛऔΒͳ͍͍͔ͯ͘ΒʮࢄาΛࢭΊΖʯ. ͳ͓໺ٿʹ͓͚Δʮ͓ࢄาʯ͸ʮ࢛ٿʢϑΥΞϘʔϧʣʯͷࣄ. ※εϥϯάతʹʮࢄาʯͱಡΜͰ͍·͢ʢʮา͔ͤΔʯͱ͔ݴ͏ʣ.

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ࡕਆλΠΨʔε͓ࢄาͷྲّྀᶃ όολʔ͸ࡾৼͯ͠ ͍͍͔Β ʮۃ౓ʹ͓ࢄาʯ ͠ͳ͍͞. ࡾৼͯ͠΋͍͍͔Βา͚. 11

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ʮ໠ދଧઢʯվΊʮ໠”า”ଧઢʯ • 2023೥ͷࡕਆλΠΨʔε, νʔϜͱ࢛ͯ͠ٿͷ਺͕ΊͪΌͪ͘Όଟ͍. • ηɾϦʔάͲ͜Ζ͔ϓϩ໺ٿશମͰ΋ΠέͯΔग़ྥ཰ͷߴ͞. • Ұํ, ࢛ٿΛऔΓʹߦ͘ͷʹ଴ͭͨΊࡾৼ΋૿͍͑ͯΔ.

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11ଧ੮ʹ1ճ͓ࢄา͢ΔࡕਆλΠΨʔε͞Μ༏लʢϦʔά1Ґʣ. ࠷ԼҐத೔υϥΰϯζΑΓ1.5ഒͷϖʔεͰʮ͓ࢄาʯΛྔ࢈.

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Ұํ, ࡾઢͷ਺΋۶ࢦͰ4.5ଧ੮ʹҰ౓ࡾৼ͍ͯ͠ΔʢϦʔάϫʔετʣ. ܭࢉ্ελϝϯͷશଧऀ͕ࢼ߹தʹ1ճ͸ࡾৼ͍ͯ͠Δࣄʹ.

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2ͭͷάϥϑΛ͚ͬͭͯ͘ࢄา͢Δॱʹฒ΂ͨϞϊ. ࡕਆૉ੖Β͍͠, Ұํʮྩ࿨ͷถ૽ಈʯͷத೔͞Μ(ry

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ࡕਆλΠΨʔε͓ࢄาͷྲّྀᶄ ϐονϟʔ͸ࡾৼΛ औΒͳ͍͍͔ͯ͘Β ʮࢄาΛࢭΊΖʯ. ૬खͷଧऀΛྥʹग़͢΂͔Βͣ. 16

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૬खͷʮࢄาʯΛઈରʹࢭΊΔ౤खਞ. • 2023೥ͷࡕਆλΠΨʔε, νʔϜͱͯ͠౤खͷ༩࢛ٿ͕গͳ͍. • ༩࢛ٿ͕গͳ͍ = ૬खʹ࢛ٿʢࢄาʣΛ͍ͤͯ͞ͳ͍. • ͦͦ͜͜ࡾৼ΋औΕ͓ͯΓ, ࡕਆ౤खਞͷ༏ल͕͞Θ͔Δ.

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༏लͳࡕਆ౤खਞ, ૬खʹ࢛ٿʢࢄาʣΛ࠷΋༩͍͑ͯͳ͍ʢϦʔά1Ґʣ. ૬खଧऀʹ͸ແବͳ࢛ٿΛग़͞ͳ͍ͱ͍͏పఈͨ͠ํ਑.

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༏लͳࡕਆ౤खਞ, ૬ख͔Βͦͦ͜͜ࡾৼΛୣ͏໛༷ʢϦʔά4Ґʣ. ࢛ٿ͕ݮΔͱ͍͏͜ͱ͸ࡾৼΛऔΕͳ͍ࣄʹ΋ܨ͕Δ͕ҧͬͯͨ…ੌ͍🐯

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2ͭͷάϥϑΛ͚ͬͭͯ͘ࢄาͤ͞ͳ͍ॱʹฒ΂ͨϞϊ. ࡕਆ͕ૉ੖Β͍͕͠, DeNAͷʮࡾৼͨ͘͞ΜऔΔʯʮ࢛ٿগͳ͍ʯ͔͍͍ͬ͜.

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???ʮPythonͷ࿩͕ແ͍͡Όͳ͍͔ʁ͍͍͔͛Μʹ͠Ζʯ

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ࠓ೔ͷσʔλ͸ શ෦PythonͰ ͍͍ײ͡ʹ🐍 େͨ͠ίʔυ͡Όͳ͍ͷͰͥͻਅࣅͯ͠΍ͬͯΈͯ. https://gist.github.com/Shinichi-Nakagawa/3ca01932532ba41ceaef94bd722107b9 NPBͷWebαΠτΛ εΫϨΠϐϯά Google ColabͰ γϡοͱՄࢹԽ.

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ʲ݁࿦ʳࡕਆλΠΨʔεʮ͓ࢄาʯͷྲّྀ • όολʔ͸ࡾৼ͍͍͔ͯ͠Βʮۃ౓ʹ͓ࢄาʯ͠ͳ͍͞. • ϐονϟʔ͸ࡾৼΛऔΒͳ͍͍͔ͯ͘ΒʮࢄาΛࢭΊΖʯ. • ͳ͓, ࢛ٿ͕૿͑Δͱࡾৼ΋૿͑Δʢ܏޲ʣͳͷͰ(ry ͓Θ͔Γ͍͚ͨͩͨͩΖ͏͔?

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͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠🐯