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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

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Exploratory Hour

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ࠓिͷ࣭໰ 5 ೔෇σʔλ͔Βॕ೔΍ि຤Λ൑ఆ͍ͨ͠

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6 ೔ຊͷҠಈ܏޲σʔλ

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ฏ೔ͱि຤ͰҠಈมԽ཰ʹҧ͍͸͋Δ͔ʁ 7

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8 ݄༵೔͔Β༵ۚ೔·ͰΛฏ೔ʹɺ౔༵೔ͱ೔༵೔Λि຤ͱ͍ͨ͠ ೔෇ ༵೔ ि຤ 2020-01-13 ݄ ฏ೔ 2020-01-14 Ր ฏ೔ 2020-01-15 ਫ ฏ೔ 2020-01-16 ໦ ฏ೔ 2020-01-17 ۚ ฏ೔ 2020-01-18 ౔ ि຤ 2020-01-19 ೔ ि຤

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9 ೔෇σʔλ͔Βฏ೔͔ि຤͔ϥϕϧΛ෇͚͍ͨ

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10 ೔෇ͷྻϔομϝχϡʔ͔Βநग़ͷฏ೔/ि຤Λબ୒͢Δɻ

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11 ฏ೔͔ि຤͔ϥϕϧΛ͚ͭΒΕΔweekendͱ͍͏ؔ਺͕ೖྗ͞Ε͍ͯΔɻ

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12 ೚ҙͷྻ໊Λࢦఆ࣮ͯ͠ߦ͢Δɻ

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13 ฏ೔ͷ৔߹͸Weekdayɺि຤ͷ৔߹͸WeekendͷϥϕϧΛ͚ͭΔ͜ͱ͕Ͱ͖ͨɻ

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14 • νϟʔτλΠϓʹόʔΛબ୒͢Δɻ • X࣠ʹि຤Λબ୒͢Δɻ • Y࣠ʹҠಈมԽ཰Λબͼɺूܭؔ਺ʹฏۉ஋ (mean)Λબ୒͢Δɻ

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15 ि຤ͷํ͕ҠಈมԽ཰ͷฏۉ͕ߴ͍Α͏ͩɻ

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ॕ೔ʹΑͬͯҠಈมԽ཰ʹҧ͍͸͋Δ͔ʁ 16

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17 ॕ೔ͷ৔߹ʹTRUEɺͦ͏Ͱͳ͍৔߹ʹFALSEͷϥϕϧΛ͚͍ͭͨ ೔෇ ॕ೔ ॕ೔ 2020-01-13 ੒ਓͷ೔ TRUE 2020-01-14 FALSE 2020-01-15 FALSE 2020-01-16 FALSE 2020-01-17 FALSE 2020-01-18 FALSE 2020-01-19 FALSE

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18 ೔෇σʔλ͔Βॕ೔͔Ͳ͏͔ϥϕϧΛ෇͚͍ͨ

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19 zipangu zipangu͸uryu͞Μ͕։ൃ͞Εͨ೔ຊͷ೔෇΍ॅॴɺ׽ࣈσʔ λΛѻ͍΍͘͢͢ΔͨΊͷύοέʔδɻ zipanguͷis_jholidayΛ࢖͏ͱॕ೔͔Ͳ͏͔൑ఆͰ͖Δʂ https://cran.r-project.org/web/packages/zipangu/readme/README.html

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20 ϓϩδΣΫτͷϝχϡʔ͔ΒɺʮR ύοέʔδͷ؅ཧʯΛબ୒͢Δɻ

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21 ʮύοέʔδΛΠϯετʔϧʯͷλϒΛબͼɺʮzipanguʯͱλΠϓͯ͠ɺ ʮΠϯετʔϧʯϘλϯΛΫϦοΫ͢Δɻ

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22 ʮzipanguʯ͕ʮΠϯετʔϧࡁΈͷύοέʔδʯͷϦετͰνΣοΫ͞Εͯ ͍ͨΒ४උ͕׬ྃʂ

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23 ೔෇ͷྻϔομϝχϡʔ͔ΒܭࢉΛ࡞੒Λબ୒͢Δɻ

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24 ܭࢉΛ࡞੒ͷμΠΞϩά͕දࣔ͞Εͨɻ

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25 ܭࢉΤσΟλʹԼهͷܭࢉࣜΛೖྗ͢Δɻ

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26 ೚ҙͷྻ໊Λࢦఆ࣮ͯ͠ߦ͢Δɻ

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27 ॕ೔͔Ͳ͏͔ϥϕϧΛ͚ͭΔ͜ͱ͕Ͱ͖ͨɻ

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28 X࣠ʹॕ೔ͷྻΛબ୒͢Δɻ

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29 ॕ೔ͷ৔߹ɺͦ͏Ͱͳ͍೔ʹൺ΂ͯҠಈมԽ཰ͷฏۉ஋͕ߴ͍Α͏ͩɻ

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ٳ೔ʢि຤ͱॕ೔ʣΛ൑ఆͨ͠ྻΛ࡞Γ͍ͨ 30

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31 ि຤·ͨ͸ॕ೔ͷ৔߹ʹTRUEͷϥϕϧΛ͚͍ͭͨɻ ೔෇ ༵೔ ि຤ ॕ೔ ٳ೔ 2020-01-13 ݄ ฏ೔ TRUE TRUE 2020-01-14 Ր ฏ೔ FALSE FALSE 2020-01-15 ਫ ฏ೔ FALSE FALSE 2020-01-16 ໦ ฏ೔ FALSE FALSE 2020-01-17 ۚ ฏ೔ FALSE FALSE 2020-01-18 ౔ ि຤ FALSE TRUE 2020-01-19 ೔ ि຤ FALSE TRUE

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32 ि຤ɹ·ͨ͸ɹॕ೔

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33 ि຤ɹ·ͨ͸ɹॕ೔ ि຤ == “Weekend” | ॕ೔ == TRUE

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34 ೔෇ͷྻϔομϝχϡʔ͔ΒܭࢉΛ࡞੒Λબ୒͢Δɻ

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35 ܭࢉΛ࡞੒ͷμΠΞϩά͕දࣔ͞Εͨɻ

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36 ܭࢉΤσΟλʹԼهͷܭࢉࣜΛೖྗ͢Δɻ

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37 ೚ҙͷྻ໊Λࢦఆ࣮ͯ͠ߦ͢Δɻ

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38 ٳ೔ʢि຤·ͨ͸ॕ೔ʣ͔Ͳ͏͔ϥϕϧΛ͚ͭΔ͜ͱ͕Ͱ͖ͨɻ

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39 zipanguͷؔ਺ྫ https://cran.r-project.org/web/packages/zipangu/readme/README.html ؔ਺ྫ ग़ྗྫ ৄࡉ JT@KIPMJEBZ lz 536& ೔ຊͷॕ೔͔൑ఆɻ ॕ೔ͷ৔߹͸536&͕ฦ͞ΕΔɻ TFQBSBUF@BEESFTT ౦ژ౎ौ୩۠ ਆٶલஸ໨ MJTU QSFGFDUVSF౦ژ౎ DJUZौ୩۠ TUSFFUਆٶલஸ໨ ॅॴΛ౎ಓ෎ݝɺࢢ۠ொଜɺொ໊൪஍ ʹ෼ׂ DPOWFSU@KZFBS lฏ੒ݩ೥z ݩ߸͕࢖ΘΕΔ೥දهΛ੢ྐྵʹม׵ ʢ೥ͷΈͷ৔߹ʣ DPOWFSU@KEBUF lฏ੒ݩ೥݄೔z ݩ߸͕࢖ΘΕΔ೥දهΛ੢ྐྵʹม׵ ʢ೥݄೔͕͋Δ৔߹ʣ LBOTVKJBSBCJD@BMM l๺ւಓࡳຈࢢ தԝ۠๺Ұ৚੢ೋஸ໨ ๺ւಓࡳຈࢢதԝ۠๺৚੢ஸ໨ ׽਺ࣈΛΞϥϏΞ਺ࣈʹม׵

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࣍ճηϛφʔ

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EXPLORATORY ΦϯϥΠϯɾηϛφʔ #38 Ծઆݕఆ-جૅฤ

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Exploratory presents. σʔλαΠΤϯεษڧձ ˌ16 2020೥12݄4೔ʢۚʣ12:00 PM

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੢ా צҰ࿠ େԘ ࿨࿕༷ ඌ࡚ ३༷ ౦ా ෋و༷ Exploratory, inc גࣜձࣾηϓςʔχ ϥΠΦϯגࣜձࣾ גࣜձࣾϦϯΫΞϯυϞνϕʔγϣϯ εϐʔΧʔ

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46 ࣌ؒ λΠτϧ ൃදऀ 12:00 ΦʔϓχϯάɾExploratory v6.3ͷ͝঺հ Exploratory, inc ੢ా צҰ࿠ 12:20 νʔϜͰͷσʔλ෼ੳจԽͷఆணʹ޲͚ͨऔΓ૊Έ גࣜձࣾϦϯΫΞϯυϞνϕʔγϣϯ ౦ా ෋و༷ 12:35 ঎඼ϨϏϡʔͷςΩετ෼ੳ ໊ࣾඇެ։ ৿຤ ༞ࢠ༷ 12:50 ޿ࠂӡ༻ʹ͓͚ΔϕΠδΞϯABςετͷ׆༻ גࣜձࣾηϓςʔχ େԘ ࿨࿕༷ 13:05 ੡଄ۀʹ͓͚Δ࣌ܥྻ༧ଌϞσϧͷ׆༻ ϥΠΦϯגࣜձࣾ ඌ࡚ ३༷ 13:20 ࣭ٙԠ౴ ΞδΣϯμ

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σʔλϥϯάϦϯάɾτϨʔχϯά 12݄։࠵ʂ EXPLORATORY

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12݄ΦϯϥΠϯ։࠵ʂ ฏ೔൛: 12݄17೔(໦), 18೔(ۚ)

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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