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Shinyのすすめ - Introduction to shiny -

Sponsored · Ship Features Fearlessly Turn features on and off without deploys. Used by thousands of Ruby developers. →
Avatar for yu_sekiya yu_sekiya
April 26, 2025
Programming
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Shinyのすすめ - Introduction to shiny -

TokyoR#117のLTです。

Avatar for yu_sekiya

yu_sekiya

April 26, 2025

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Transcript

  1. 4IJOZͷ͢͢Ί *OUSPEVDUJPOUPTIJOZ 5PLZP3 !LPUBUZBNUFNB 

  2. ࣗݾ঺հ 5XJUUFS*%!LPUBUZBNUFNB େֶͰͷઐ໳ߦಈੜଶֶ ཱҊdั֫d࣮ݧd෼ੳ·ͰϫϯΦϖ ࠓ·Ͱ٬ઌ΅ͬͪ෼ੳ԰ˠΞύϨϧ௨ൢձࣾ ݱࡏҩྍݕࠪձࣾͷ3ˍ%෦໳ 3ྺ೥ա͔͗ͨ΋ʁӬԕͷॳ৺ऀ ۙگ"84ͱ4IJOZ"QQ͔͍ͬͯ͠͡ͳ͍ σʔλ෼ੳ͕͍ͨ͠ σʔλ෼ੳ͕͍ͨ͠

    σʔλ෼ੳ͕͍ͨ͠

  3. ໨త ࠷ۙ4IJOZ͔͠ॻ͍ͯͳ͍ʜ 4IJOZͰΞϓϦΛ࡞ΔਓΛ૿΍ͤ͹ ͍͍͡Όͳ͍͔ʂ 4IJOZΛ঺հ͠Α͏

  4. ໨࣍  TIJOZͱ͸  3TUVEJPΛ࢖ͬͨTIJOZηοτΞοϓ  ެࣜ঺հ  1FOHVJOTͷσʔλΛ࢖ͬͨ؆୯ΞϓϦ

  5. TIJOZͱ͸ 3Ͱ8FCΞϓϦέʔγϣϯΛ࡞੒͢ΔͨΊͷύοέʔδ IUUQTTIJOZQPTJUDP  ྑ͍఺ ɹɹɾ͢΂ͯ3Ͱॻ͚ΔͷͰɺ࡞੒ͨ͠ίʔυΛ࣮૷͠΍͍͢ ɹɹɾػೳ͕ݶఆ͞Ε͍ͯΔͷͰൺֱత؆୯ʹॻ͚Δ ѱ͍఺ ɹɹɾϑϩϯτΤϯυଆͷػೳʢϢʔβʔೝূ΍ಉ࣌઀ଓॲཧ ͳͲʣ͸·ͬͨ͘ͳ͍

    ༻్ ɾখʙதن໛ɺཁ݅ఆٛ༻ͷϞοΫΞϓϦ ɾϚχΞοΫͳ3ϩδοΫͷ࣮૷

  6. 3TUVEJPΛ࢖ͬͨTIJOZηοτΞοϓ ʮ৽ن࡞੒ʯ͔Βʮ4IJOZ8FC"QQʯΛબ୒ ϙοϓΞοϓʹΞϓϦͷ໊લ ϑΥϧμ໊ Λ ೖྗ ˠʮ࡞੒ $SFBUF ʯ ೖྗ໊ͨ͠લͷϑΥϧμ௚ԼʹTFSWFS3

    VJ3 4JOHMF'MJFΛબ୒ͨ͠৔߹BQQ3 ͕ ࡞੒͞ΕΔ

  7. 3TUVEJPΛ࢖ͬͨTIJOZηοτΞοϓ 4FSWFS3΋͘͠͸VJ3Λ3TUVEJP্Ͱ։͍ͯʮ3VO"QQʯΛ ΫϦοΫ͢ΔͱΞϓϦ͕ىಈ͢Δ ΫϦοΫ

  8. 3TUVEJPΛ࢖ͬͨTIJOZηοτΞοϓ σϑΥϧτͰೖྗ͞Ε͍ͯΔTIJOZBQQ

  9. ެࣜ঺հ 1PTJU͕ࣾνϡʔτϦΞϧ͔ΒϚχΞοΫͳ΋ͷ·Ͱɺ ॆ࣮ͨ͠αϯϓϧΛެ։ IUUQTTIJOZQPTJUDPSHBMMFSZɹ

  10. 1FOHVJOTͷσʔλΛ࢖ͬͨ؆୯ΞϓϦ ௒ݸਓతΦεεϝઃఆ  ϑΝΠϧ͸TFSWFS3ͱVJ3ʹ෼͚Δ w ॲཧ͕ෳࡶʹͳͬͨ࣌ɺ֬ೝ͠΍͍͢  HMPCBM3Λ׆༻͢Δ w 1BDLBHFͷΞλονɺڞ௨σʔλͷಡΈࠐΈͳͲϦΞΫ

    ςΟϒʹ͠ͳ͍TFSWFSVJڞ௨ͨ͠ॲཧΛ·ͱΊ͓ͯ͘ %FNP

  11. ·ͱΊ w TIJOZΛ࢖͑͹3Ͱ؆୯ʹ8FCΞϓϦ͕࡞ΕΔ w 3ͷϚχΞοΫͳϩδοΫ΋ͦͷ··࢖͑Δ ղੳϩδοΫͷڞ༗ʹ͸TIBOZBQQ &OKPZ

  12. ࢀߟࢿྉ w TIJOZ IUUQTTIJOZQPTJUDP IUUQTTIJOZQPTJUDPSHBMMFSZɹ ɾ%FNPίʔυ IUUQTHJUIVCDPNZVTFLJZB *OUSPEVDUJPO5P4IJOZɹ