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EXPLORATORY 1

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2 εϐʔΧʔ നށ ܟొ Customer Succes EXPLORATORY ུྺ େֶࡏֶதʹϑʔυϩεΛݮΒͨ͢ΊʹɺֶੜஂମΛ্ཱͪ͛୅දΛ ຿ΊΔɻͦͷޙɺϏδωεΛ஌ΔͨΊʹԽֶϝʔΧʔͷσϡϙϯͱ ϑʔυςοΫܥελʔτΞοϓͰӦۀͱϚʔέςΟϯάΛܦݧɻ ΞϓϦͷ੒௕ͷͨΊʹ͸σʔλαΠΤϯε͕ඞཁͩͱײ͡ɺΞϓϦʹ ಛԽͨ͠Ϣʔβʔͷߦಈ෼ੳπʔϧΛ։ൃ͢ΔاۀʹͯɺΞϓϦۀք ͷKPI෼ੳͳͲΛ୲౰͢Δɻ ݱࡏ͸Exploratory, Inc. ͰΧελϚʔαΫηεΛ୲౰͢Δ๣Βɺσʔ λͷՄࢹԽͱ୳ࡧతσʔλ෼ੳΛઐ໳ͱͯ͠σʔλαΠΤϯεͷීٴ ʹऔΓ૊Ήɻ @ShirotoTakato

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3 • ࣭͝໰͸zoomͷνϟοτʹ͝౤ߘ͍ͩ͘͞ɻ • ηϛφʔͷײ૝΍໾ʹཱͭ৘ใΛTwitterͰϋογϡλάΛ ͚ͭͯπΠʔτΛ͓ئ͍͠·͢ɻ #Exploratoryηϛφʔ Exploratory Hour Exploratory Hour

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Exploratory Hour

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ʲࠓिͷ࣭໰ʳ • completeؔ਺Λ࢖ͬͯ2ͭͷ࣌ؒͷؒͷ஋Λੜ੒͍ͨ͠ • ࢓ࣄͷ։࢝ɾऴྃ࣌ؒσʔλ͔ΒɺͲͷ࣌ؒʹԿਓಇ͍͍ͯΔ͔஌Γ͍ͨ 5

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ʲࠓिͷ࣭໰ʳ • completeؔ਺Λ࢖ͬͯ2ͭͷ࣌ؒͷؒͷ஋Λੜ੒͍ͨ͠ • ࢓ࣄͷ։࢝ɾऴྃ࣌ؒσʔλ͔ΒɺͲͷ࣌ؒʹԿਓಇ͍͍ͯΔ͔஌Γ͍ͨ 6

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7 ैۀһͷۈଵσʔλ

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8 ࢓ࣄͷ։࢝ɾऴྃ࣌ؒσʔλ͔ΒɺͲͷ࣌ؒʹԿਓಇ͍͍ͯΔ͔஌Γ͍ͨ

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9 ͦΕͧΕͷैۀһͷۈ຿࣌ؒ 8 ࠤ౻͞Μ ླ໦͞Μ ాத͞Μ ҏ౻͞Μ தଜ͞Μ 9 10 11 12 13 14 15 16 17 18 19 20 21 ࣌ؒ

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10 8 ࠤ౻͞Μ ླ໦͞Μ ాத͞Μ ҏ౻͞Μ தଜ͞Μ 9 10 11 12 13 14 15 16 17 18 19 20 21 ࣌ؒ ։࢝࣌ؒ ऴྃ࣌ؒ

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11 ྫ͑͹ɺ10࣌ͷ࣌఺Ͱಇ͍͍ͯΔਓ͸4ਓʹͳΔɻ 8 ࠤ౻͞Μ ླ໦͞Μ ాத͞Μ ҏ౻͞Μ தଜ͞Μ 9 10 11 12 13 14 15 16 17 18 19 20 21 ࣌ؒ

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12 15࣌ͷ࣌఺Ͱಇ͍͍ͯΔਓ͸3ਓʹͳΔɻ 8 ࠤ౻͞Μ ླ໦͞Μ ాத͞Μ ҏ౻͞Μ தଜ͞Μ 9 10 11 12 13 14 15 16 17 18 19 20 21 ࣌ؒ

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13 ࢓ࣄͷ։࢝ɾऴྃ࣌ؒσʔλ͔ΒɺͲͷ࣌ؒʹԿਓಇ͍͍ͯΔ͔ٻΊ͍ͨ

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14 ैۀһͷ࣌ؒ͝ͱͷߦͷ਺Λ਺͑Δ͜ͱͰɺͦͷ࣌ؒʹ͓͚Δैۀһ਺ΛٻΊ Δ͜ͱ͕Ͱ͖Δɻ

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15 ैۀһͷ೔෇͝ͱʹɺ։࢝ɾऴྃ࣌ؒͷؒͷ1࣌ؒ͝ͱͷߦΛੜ੒͢Δඞཁ͕͋Δɻ

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։࢝ɾऴ͔ྃ࣌ؒΒ1࣌ؒ͝ͱͷߦΛ࡞ΔͨΊͷεςοϓ 1. ։࢝࣌ؒͱऴྃ࣌ؒͷྻΛҰͭͷྻʹ·ͱΊΔ 2. ࣌ؒͷྻ͔Β೔෇ͷྻΛநग़͢Δ 3. ैۀһͱ೔෇ͷྻͰάϧʔϓԽ͢Δ 4. Completeؔ਺Λ࢖ͬͯ։࢝ɾऴྃ࣌ؒͷؒΛ1࣌ؒ͝ͱͷߦΛੜ੒͢Δ 5. άϧʔϓԽΛղআ͢Δ 16

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17 1. ։࢝࣌ؒͱऴྃ࣌ؒͷྻΛҰͭͷྻʹ·ͱΊΔ

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18 2. ࣌ؒͷྻ͔Β೔෇ͷྻΛநग़͢Δ

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19 3. ैۀһͱ೔෇ͷྻͰάϧʔϓԽ͢Δ

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20 4. Completeؔ਺Λ࢖ͬͯ։࢝ɾऴྃ࣌ؒͷؒΛ1࣌ؒ͝ͱͷߦΛੜ੒͢Δ

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21 5. άϧʔϓԽΛղআ͢Δ

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Let’s do it!! 22

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23 ։࢝࣌ؒͱऴྃ࣌ؒΛબ୒͠ɺྻϔομϝχϡʔ͔ΒʮϫΠυܕ͔Βϩϯάܕ΁ʯ ͷʮબ୒͞ΕͨྻʯΛΫϦοΫ͢Δɻ

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24 ϫΠυܕ͔Βϩϯάܕ΁ͷμΠΞϩά͕දࣔ͞ΕΔɻ

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25 Ωʔྻͱ஋ͷྻʹ೚ҙͷྻ໊Λೖྗ࣮ͯ͠ߦ͢Δɻ

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26 ։࢝࣌ؒͱऴྃ࣌ؒͷྻΛҰͭͷྻʹ·ͱΊΔ͜ͱ͕Ͱ͖ͨɻ

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27 ࣌ؒͷྻ͔Β೔෇ͷ৘ใ͚ͩΛऔΓग़͢ɻྻϔομϝχϡʔ͔ΒʮσʔλλΠ ϓΛม׵ʯͷʮDate(೔෇)λΠϓʯʹม׵Λબ୒͢Δɻ

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28 ܭࢉΤσΟλʹ͸ɺ೔෇ܕʹม׵͢Δas_dateؔ਺͕ೖྗ͞Ε͍ͯΔͨΊɺ৽ ͘͠ྻΛ࡞੒ʹνΣοΫΛ࣮ͯ͠ߦ͢Δɻ

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29 ೔෇ͷ৘ใΛऔΓग़ͯ͠ྻΛ࡞੒Ͱ͖ͨɻ

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30 ैۀһͱ೔෇ͷྻΛબ୒ͨ͠ঢ়ଶͰʮάϧʔϓԽʯΛબ୒͢Δɻ

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31 ैۀһΛ1೔͝ͱʹάϧʔϓԽ͢Δ͜ͱ͕Ͱ͖ͨɻ

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32 εςοϓϝχϡʔ͔ΒΧελϜRίϚϯυΛબ୒͢Δɻ

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33 ΧελϜRίϚϯυʹԼهͷࣜΛهड़͢Δɻ complete(࣌ؒ= seq.POSIXt(min(࣌ؒ), max(࣌ؒ), by = "hour"))

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34 ैۀһͷ1೔͝ͱʹɺ։࢝ͱऴྃ࣌ؒͷؒΛɺ1࣌ؒ͝ͱʹߦΛੜ੒͢Δ͜ͱ͕Ͱ͖ͨɻ

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35 άϧʔϓԽ͕ෆཁͳ৔߹͸ղআ͢Δɻ

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36 άϧʔϓԽΛղআ͢Δ͜ͱ͕Ͱ͖ͨɻ

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37 νϟʔτ͔ΒλΠϓʹʮूܭςʔϒϧʯΛબ୒͢Δɻ

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38 ߦʹԼهΛࢦఆ͢Δɻ • ߦʹ೔෇Λબͼɺूܭ୯ҐʹؙΊॲཧͷ೔Λબ୒͢Δɻ • ߦʹ࣌ؒΛબͼɺूܭ୯Ґʹநग़ͷ࣌Λબ୒͢Δɻ

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39 ஋ʹߦͷ਺Λબ୒͢Δɻ

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40 1೔͝ͱɺ1࣌ؒ͝ͱʹԿਓಇ͍͍ͯΔ͔ΛٻΊΔ͜ͱ͕Ͱ͖ͨɻ

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σʔλϥϯάϦϯάɾτϨʔχϯά 2݄։࠵ʂ EXPLORATORY

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2݄ΦϯϥΠϯ։࠵ʂ ೔ఔ: 2݄18೔(໦),19೔(ۚ) కΊ੾Γ: 2021೥2݄10೔(ਫ)

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σʔλαΠΤϯεɾϒʔτΩϟϯϓ #21 EXPLORATORY 2021೥4݄։࠵ σʔλαΠΤϯεͷख๏Λϓϩάϥϛϯάͳ͠ʹجૅ͔Βମܥతʹֶͼɺ ͞Βʹ࣮ࡍͷۀ຿Ͱ࢖͏ͨΊͷεΩϧΛ਎ʹ͚͍͖ͭͯͨͩ·͢ɻ

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4݄ΦϯϥΠϯ։࠵ʂ ೔ఔɿ4݄13೔(Ր), 14೔(ਫ), 15೔(໦) ૣׂకΊ੾Γ: 2021೥2݄15೔(ۚ)

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Q & A

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Contact Email takato@exploratory.io Twitter Hashtag #ExploratoryHour ͰπΠʔτʂ Twitter @ExploratoryJp Exploratory Hour https://bit.ly/30odd9q

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EXPLORATORY