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EXPLORATORY 1

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2 εϐʔΧʔ നށ ܟొ Customer Succes EXPLORATORY ུྺ େֶࡏֶதʹϑʔυϩεΛݮΒͨ͢ΊʹɺֶੜஂମΛ্ཱͪ͛୅දΛ ຿ΊΔɻͦͷޙɺϏδωεΛ஌ΔͨΊʹԽֶϝʔΧʔͷσϡϙϯͱ ϑʔυςοΫܥελʔτΞοϓͰӦۀͱϚʔέςΟϯάΛܦݧɻΞϓ Ϧͷ੒௕ͷͨΊʹ͸σʔλαΠΤϯε͕ඞཁͩͱײ͡ɺΞϓϦʹಛԽ ͨ͠Ϣʔβʔͷߦಈ෼ੳπʔϧΛ։ൃ͢ΔاۀʹͯɺΞϓϦۀքͷ KPI෼ੳͳͲΛ୲౰͢Δɻݱࡏ͸Exploratory, Inc. ͰΧελϚʔαΫη εΛ୲౰͢Δ๣ΒɺσʔλͷՄࢹԽͱ୳ࡧతσʔλ෼ੳΛઐ໳ͱͯ͠ σʔλαΠΤϯεͷීٴʹऔΓ૊Ήɻ @ShirotoTakato

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Vision ͢΂ͯͷਓ͕σʔλΛ࢖ͬͯ ΑΓΑ͍ҙࢥܾఆΛ͢Δ

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Mission ΞφϦςΟΫεͷຽओԽ

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5 ୈ̏ͷ೾ σʔλαΠΤϯεɺAIɺػցֶश͸౷ܭֶऀɺ։ൃऀͷͨΊ͚ͩͷ΋ͷͰ͸͋Γ·ͤΜɻ σʔλʹڵຯͷ͋ΔਓͳΒ୭΋͕ੈքͰ࠷ઌ୺ͷΞϧΰϦζϜΛ࢖ͬͯ ϏδωεσʔλΛ؆୯ʹ෼ੳͰ͖Δ΂͖Ͱ͢ɻ Exploratory͕ͦ͏ͨ͠ੈքΛՄೳʹ͠·͢ɻ

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ୈ1ͷ೾ ୈ̎ͷ೾ ୈ̏ͷ೾ ϓϥΠϕʔτ(ߴ͍/ݹ͍) Φʔϓϯɾιʔε(ແྉ/࠷ઌ୺) UI & ϓϩάϥϛϯά ϓϩάϥϛϯά 2016 2000 1976 ϚωλΠθʔγϣϯ ίϞσΟςΟԽ ຽओԽ ౷ܭֶऀ σʔλαΠΤϯςΟετ Exploratory ΞϧΰϦζϜ Ϣʔβʔɾ ମݧ πʔϧ Φʔϓϯɾιʔε(ແྉ/࠷ઌ୺) UI & ࣗಈԽ ϏδωεɾϢʔβʔ ςʔϚ σʔλαΠΤϯεͷຽओԽ

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࣭໰ σʔλαΠΤϯεɾϫʔΫϑϩʔ ఻͑Δ σʔλΞΫηε Ճ޻ ՄࢹԽ ػցֶशɾAI ౷ܭ ϓϩάϥϛϯά

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࣭໰ ExploratoryͰ؆୯ʹͰ͖ΔλεΫ ఻͑Δ σʔλΞΫηε Ճ޻ ՄࢹԽ ػցֶशɾAI ౷ܭ UI

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9 ૬खʹ఻͑΍͘͢ͳΔσʔλͷՄࢹԽ

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୳ࡧతσʔλ෼ੳͱઆ໌తσʔλ෼ੳ 10

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୳ࡧతσʔλ෼ੳ &YQMPSBUPSZ%BUB"OBMZTJT આ໌తσʔλ෼ੳ &YQMBOBUPSZ%BUB"OBMZTJT ༧ଌ·ͨ͸কདྷΛίϯτϩʔϧ͢ΔͨΊʹɺσʔλʹରͯͨ͠ ͘͞Μͷ࣭໰Λ౤͔͚͛ɺ౴͑Λ୳͍ͯ͘͜͠ͱͰɺΑΓΑ͍ ԾઆΛߏங͍ͯͨ͘͠Ίͷ෼ੳख๏ɻ ୳ࡧతσʔλ෼ੳͰಘͨΠϯαΠτΛɺετʔϦʔ΍νϟʔτ Λۦ࢖ͯ͠૬खʹ఻͑ΔͨΊͷख๏ɻ

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Data Visualization 12

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จ๏Λཧղ͍ͯ͠ͳ͍ͱɻɻɻ 13

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14

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εέʔϧ͕͓͔͍͠ 16

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19 ֯౓ ֯౓ 19

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֯౓ ֯౓ɹ+ ɹϘϦϡʔϜ 20

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ͳͥΈΜͳύΠνϟʔτ͕ݏ͍ͳͷ͔ • ෼ੳʹ޲͍ͯͳ͍ • ৘ใྔ͕গͳ͍ 21

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ਓؒͷ໨͸ൺ΂Δͱ͖͸௕͞ͷ΄͏͕ಘҙ 22

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Ͳͷ৭͕Ұ൪େ͖͍͔ʁ Ͳ͏͍͏ॱ൪͔ʁ 23

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24 24

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26 26

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27 σʔλͷՄࢹԽͷ ཪʹ͋ΔαΠΤϯε

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28 νϟʔτͷλΠϓΛ֮͑ΔͷͰ͸ͳ͘ɺ νϟʔτΛߏ੒͢ΔϧʔϧΛཧղ͢Δɻ

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29 νϟʔτΛߏ੒͢ΔϧʔϧΛཧղ͢Δɻ ՄࢹԽͷจ๏

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30 The Grammar of Graphics Ϧʔϥϯυɾ΢ΟϧΩϯιϯ ౷ܭιϑτͰ͋ΔSYSTATΛ։ൃͨ͠ίϯϐϡʔλ౷ܭֶऀͰ͋Δɻ 1980೥୅ʹSYSTATΛ։ൃ͠ɺͦͷޙ1995೥ʹSPSSࣾʹSYSTATΛ ച٫ͨ͠ɻ

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31 0 10 20 30 0 10 20 30

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32 0 10 20 30 0 10 20 30

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33 0 10 20 30 0 10 20 30 ࠲ඪγεςϜ εέʔϧ ϏδϡΞϧɾΩϡʔ ʢࢹ֮ʹૌ͑Δ߹ਤʣ

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34 0 500 10000 ೔ຊ US υΠπ

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35 0 500 10000 ೔ຊ US υΠπ

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36 0 500 10000 ೔ຊ US υΠπ ࠲ඪγεςϜ εέʔϧ ϏδϡΞϧɾΩϡʔ

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37 0 500 10000 ೔ຊ US υΠπ ࠲ඪγεςϜ εέʔϧ ϏδϡΞϧɾΩϡʔ ௚ަ࠲ඪʢX࣠ͱY࣠ʣ

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38 ࠲ඪγεςϜ σΧϧτ࠲ඪܥ ʢ௚ަ࠲ඪʣ ۃ࠲ඪʢԁ࠲ඪʣ ஍ཧ࠲ඪ X࣠ͱY࣠

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39 0 500 10000 ೔ຊ US υΠπ ࠲ඪγεςϜ εέʔϧ ϏδϡΞϧɾΩϡʔ ΧςΰϦʔ vs. ਺஋

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εέʔϧ ਺஋ - ϦχΞ ਺஋ - ର਺ ΧςΰϦʔ ॱং෇͖ΧςΰϦʔ ਺஋ - ύʔηϯτ ࣌ؒ 40

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41 ϦχΞ

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42 ΧςΰϦʔ

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43 ׂ߹

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44 ࣌ؒ

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45 0 500 10000 ೔ຊ US υΠπ ࠲ඪγεςϜ εέʔϧ ϏδϡΞϧɾΩϡʔ

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Ґஔ ௕͞ ֯౓ ํ޲ αΠζ ܗ ༰ྔ ৭ͷೱ୶ ৭ͷछྨ ϏδϡΞϧɾΩϡʔ ಘҙ ಘҙ͡Όͳ͍ 46

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Ґஔ ௕͞ ֯౓ ํ޲ ϏδϡΞϧɾΩϡʔ 47

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Ґஔ ௕͞ ֯౓ ํ޲ ϏδϡΞϧɾΩϡʔ 48

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Ґஔ 49

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Ґஔ ௕͞ ֯౓ ํ޲ ϏδϡΞϧɾΩϡʔ 50

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௕͞ 51

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52 vs.

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53 ௕͞

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54 ௕͞

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• ʮ௕͞ʢόʔνϟʔτʣʯΛ࢖͏ͱɺͲΕ͕࠷΋ଟ͍͔ʢগͳ͍ ͔ʣɺͲ͏͍͏ॱ൪͔ɺͦΕͧΕͷόʔͷؒͷେ͖͞ͷҧ͍Λ௚ײ తʹཧղ͠΍͍͢ɻ • ʮҐஔʢόϒϧʣʯΛ࢖͏ͱɺͲΕ͕࠷΋ଟ͍͔ʢগͳ͍͔ʣɺͲ ͏͍͏ॱ൪͔ͱ͍͏͜ͱ͕ཧղ͠΍͍͕͢ɺ͞ΒʹͲ͏͍ͬͨύ λʔϯʢάϧʔϓ෼͚ʣ͕͋Δ͔΋௚ײతʹΘ͔Δɻ 57

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Ґஔ ௕͞ ֯౓ ํ޲ ϏδϡΞϧɾΩϡʔ 58

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֯౓ 59

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Ґஔ ௕͞ ֯౓ ํ޲ ϏδϡΞϧɾΩϡʔ 60

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ํ޲ 61

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αΠζ ܗ ༰ྔ ৭ͷೱ୶ ৭ͷछྨ ϏδϡΞϧɾΩϡʔ 62

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αΠζ 63

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64 Ґஔ

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65 Ґஔ αΠζ ʴ

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৭ͷछྨ 66

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67 w ஋ͷେ͖͞Λද͢৭ w σʔλΛ۠ผ͢ΔͨΊͷ৭ w Ұ෦ͷσʔλΛڧௐ ϋΠϥΠτ ͢ΔͨΊͷ৭ ৭ͷछྨ

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68 w ஋ͷେ͖͞Λද͢৭ w σʔλΛ۠ผ͢ΔͨΊͷ৭ w Ұ෦ͷσʔλΛڧௐ ϋΠϥΠτ ͢ΔͨΊͷ৭ ৭ͷछྨ

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69 σʔλͷ஋ͷେ͖͞Λද͢৭

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70 σʔλͷ஋ͷେ͖͞Λද͢৭

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71 w ஋ͷେ͖͞Λද͢৭ w σʔλΛ۠ผ͢ΔͨΊͷ৭ w Ұ෦ͷσʔλΛڧௐ ϋΠϥΠτ ͢ΔͨΊͷ৭ ৭ͷछྨ

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72 σʔλΛ۠ผ͢ΔͨΊͷ৭

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73 σʔλΛ۠ผ͢ΔͨΊͷ৭

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74 σʔλΛ۠ผ͢ΔͨΊͷ৭

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75 w ஋ͷେ͖͞Λද͢৭ w σʔλΛ۠ผ͢ΔͨΊͷ৭ w Ұ෦ͷσʔλΛڧௐ ϋΠϥΠτ ͢ΔͨΊͷ৭ ৭ͷछྨ

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Ұ෦ͷσʔλΛڧௐ ϋΠϥΠτ ͢ΔͨΊͷ৭

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Ұ෦ͷσʔλΛڧௐ ϋΠϥΠτ ͢ΔͨΊͷ৭

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Ұ෦ͷσʔλΛڧௐ ϋΠϥΠτ ͢ΔͨΊͷ৭

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Ұ෦ͷσʔλΛڧௐ ϋΠϥΠτ ͢ΔͨΊͷ৭

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νϟʔτͷબͼํͷΨΠυϥΠϯ 80

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͹Β͖ͭͱ૬ؔͷՄࢹԽ

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͹Β͖ͭͷՄࢹԽ

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σʔλ͸͹Βͭ͘ 83

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$6,503 ͹Β͖ͭ ฏۉ $15,000 $1,000

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$6,503 ฏۉ

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86 σʔλλΠϓʹ߹Θͤͯ νϟʔτΛ࢖͍෼͚Δʂ

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࿈ଓσʔλ vs. ΧςΰϦʔσʔλ 87

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࿈ଓσʔλ vs. ΧςΰϦʔσʔλ 88

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• ਺஋ (numeric) • ೔෇ɾ࣌ؒʢDateʣ 89

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਺஋ 0 10 20 30 40 50 11 22 45 90 ࿈ଓੑ͕͋Δ ॱংؔ܎͕͋Δ

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91 ώετάϥϜ ີ౓ۂઢ όʔ

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஌Γ͍ͨ͜ͱ • ͲͷΑ͏ʹσʔλ͸෼෍͍ͯ͠Δ͔ɻ • Ͳͷ஋͕΋ͬͱ΋ස౓͕ߴ͍͔ʁͳ͔ͥʁ • Ͳͷ஋͕௝͍͔͠ʁͳ͔ͥʁͦΕ͸ظ଴௨Γ͔ʁ • ҙ֎ͳύλʔϯ͕ݟ͑Δ͔ʁͳͥͦ͏ͳͷ͔ʁ 92

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ώετάϥϜ 93

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94 ਺஋σʔλͷ෼෍Λɺ਺஋Λ͍͔ͭ͘ͷ۠ըʢόέοτʣʹ෼͚ɺ ͦΕͧΕͷ۠ըʹ͋ΔσʔλͷྔʢߦʣΛόʔΛ࢖ͬͯද͢ɻ

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ྫ - ਺஋ͷ͹Β͖ͭͷՄࢹԽ 95 1. څྉͷ͹Β͖ͭΛՄࢹԽ͢Δ 2. څྉͷ͹Β͖ͭ͸உঁ͝ͱʹҧ͍͕͋Δ͔ʁ 3. څྉͷ͹Β͖ͭ͸৬छ͝ͱʹҧ͍͕͋Δ͔ʁ

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96 1. څྉͷ͹Β͖ͭΛՄࢹԽ͢Δ 2. څྉͷ͹Β͖ͭ͸உঁ͝ͱʹҧ͍͕͋Δ͔ʁ 3. څྉͷ͹Β͖ͭ͸৬छ͝ͱʹҧ͍͕͋Δ͔ʁ ྫ - ਺஋ͷ͹Β͖ͭͷՄࢹԽ

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97 څྉͷ͹Β͖͕ͭՄࢹԽ͞Εͨɻ

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98 όέοτͷ਺Λ্͛Δ͜ͱͰɺ͍͔ͭ͘ͷࢁ͕ݟ͑ͯ͘Δɻ

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99 όέοτͷ਺Λ100·Ͱ্͛ͯΈΔɻ

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100 όέοτͷ਺Λ্͛Δ͜ͱͰɺ͍͔ͭ͘ͷࢁ͕ݟ͖͑ͯͨɻ

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101 ͜͏ͨ͠ࢁ͸ɺผͷάϧʔϓʹଐ͍ͯ͠Δͷ͔΋͠Εͳ͍ɻ

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102 1. څྉͷ͹Β͖ͭΛՄࢹԽ͢Δ 2. څྉͷ͹Β͖ͭ͸உঁ͝ͱʹҧ͍͕͋Δ͔ʁ 3. څྉͷ͹Β͖ͭ͸৬छ͝ͱʹҧ͍͕͋Δ͔ʁ ྫ - ਺஋ͷ͹Β͖ͭͷՄࢹԽ

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103 2ͭͷώετάϥϜ͕ॏͳΓ߹͍ͬͯΔɻ உঁؒͰ͸͖͋Β͔ͳҧ͍͸ͳ͍Α͏ͩɻ

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104 1. څྉͷ͹Β͖ͭΛՄࢹԽ͢Δ 2. څྉͷ͹Β͖ͭ͸உঁ͝ͱʹҧ͍͕͋Δ͔ʁ 3. څྉͷ͹Β͖ͭ͸৬छ͝ͱʹҧ͍͕͋Δ͔ʁ ྫ - ਺஋ͷ͹Β͖ͭͷՄࢹԽ

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105 Managerʢ੺ʣͷάϧʔϓ͸څྉͷߴ͍άϧʔϓɺSales Repʢԫ྘ʣͱ Research ScientistʢϐϯΫʣͷάϧʔϓ͸څྉͷ௿͍άϧʔϓͷΑ͏ͩɻ

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ີ౓ۂઢ 106

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107 • ਺஋σʔλͷ෼෍Λ׈͔ΒͳۂઢΛ࢖ͬͯද͢ • ॎ࣠͸σʔλͷີ౓Λ͋ΒΘ͢ɻ

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108 1. څྉͷ͹Β͖ͭΛՄࢹԽ͢Δ 2. څྉͷ͹Β͖ͭ͸உঁ͝ͱʹҧ͍͕͋Δ͔ʁ 3. څྉͷ͹Β͖ͭ͸৬छ͝ͱʹҧ͍͕͋Δ͔ʁ ྫ - ਺஋ͷ͹Β͖ͭͷՄࢹԽ

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109 1. څྉͷ͹Β͖ͭΛՄࢹԽ͢Δ 2. څྉͷ͹Β͖ͭ͸உঁ͝ͱʹҧ͍͕͋Δ͔ʁ 3. څྉͷ͹Β͖ͭ͸৬छ͝ͱʹҧ͍͕͋Δ͔ʁ ྫ - ਺஋ͷ͹Β͖ͭͷՄࢹԽ

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110

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111 1. څྉͷ͹Β͖ͭΛՄࢹԽ͢Δ 2. څྉͷ͹Β͖ͭ͸உঁ͝ͱʹҧ͍͕͋Δ͔ʁ 3. څྉͷ͹Β͖ͭ͸৬छ͝ͱʹҧ͍͕͋Δ͔ʁ ྫ - ਺஋ͷ͹Β͖ͭͷՄࢹԽ

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112 உঁͷؒʹͪΐͬͱͨ͠ҧ͍͸͋ΔΑ͏ͩɻ

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113 1. څྉͷ͹Β͖ͭΛՄࢹԽ͢Δ 2. څྉͷ͹Β͖ͭ͸உঁ͝ͱʹҧ͍͕͋Δ͔ʁ 3. څྉͷ͹Β͖ͭ͸৬छ͝ͱʹҧ͍͕͋Δ͔ʁ ྫ - ਺஋ͷ͹Β͖ͭͷՄࢹԽ

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114 ৬छ͝ͱͷڅྉͷ͹Β͖ͭͷҧ͍͸ώετάϥϜΑΓ΋Θ͔Γ΍͍͢ɻ

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ີ౓ۂઢ ώετάϥϜ ಉ͡σʔλΛҟͳΔνϟʔτͰՄࢹԽ

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࿈ଓσʔλ vs. ΧςΰϦʔσʔλ 116

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iPad iPhone MacBook AirPods AppleTV ࿈ଓੑͳ͠ ΧςΰϦʔܕ 117

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118 ώετάϥϜ ີ౓ۂઢ όʔνϟʔτ ΧςΰϦʔͷ͹Β͖ͭՄࢹԽ

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119 • ΧςΰϦʔ͝ͱͷ݅਺ΛՄࢹԽɻ • ͲͷΧςΰϦʔʹσʔλ͕ू·͍ͬͯΔͷ͔ʁ • σʔλͷྔʹΑΔύλʔϯ͸͋Δ͔ʁ ஌Γ͍ͨ͜ͱ

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120 1. ৬छͷ͹Β͖ͭΛՄࢹԽ͢Δ 2. ৬छͷ͹Β͖ͭ͸உঁؒͰҧ͍͕͋Δ͔ΛՄࢹԽ͢ Δɻ ྫ - ΧςΰϦʔͷ͹Β͖ͭΛՄࢹԽ

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121 1. ৬छͷ͹Β͖ͭΛՄࢹԽ͢Δ 2. ৬छͷ͹Β͖ͭ͸உঁؒͰҧ͍͕͋Δ͔ΛՄࢹԽ͢ Δɻ ྫ - ΧςΰϦʔͷ͹Β͖ͭΛՄࢹԽ

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122 ৬छ͝ͱͷਓ਺ΛՄࢹԽɻ

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123

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124 1. ৬छͷ͹Β͖ͭΛՄࢹԽ͢Δ 2. ৬छͷ͹Β͖ͭ͸உঁؒͰҧ͍͕͋Δ͔ΛՄࢹԽ͢ Δɻ ྫ - ΧςΰϦʔͷ͹Β͖ͭΛՄࢹԽ

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૬ؔͷՄࢹԽ 126

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127 2ͭͷม਺ͷ͏ͪɺ1ͭͷม਺ͷ஋͕มΘΔͱ ΋͏1ͭͷม਺ͷ஋΋ҰఆͷنଇΛ࣋ͬͯ ͍ͬ͠ΐʹมΘΔؔ܎ɻ ૬ؔ

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128 Association Correlation 2ͭͷม਺ͷؒʹԿΒ͔ ͷؔ܎͕͋Δɻ AssociationͷதͰ΋ಛʹͦͷ ؔ܎͕ઢܗʢ௚ઢʣͷ΋ͷɻ ૬ؔ

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129 US UK Japan 5000 2500 Country Monthly Income 0 Association

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130 ೥ྸ څྉ Correlation

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131 ڧ͍ਖ਼ͷ
 ૬ؔؔ܎ ૬ؔؔ܎ͳ͠ ڧ͍ෛͷ
 ૬ؔؔ܎ 0 1 -1 0.5 -0.5 ૬ؔʢCorrelationʣ

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132 ͳͥ૬ؔΛཧղ͍ͨ͠ͷ͔ʁ

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133 ͹Β͖ͭ ฏۉ 5000 100

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134 ͹Β͖ͭ $20,000 $1,000 څྉ

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135 ͹Β͖ͭ ͜ͷձࣾͷڅྉ͸ ͍͘Β͘Β͍ʁ $20,000 $1,000 څྉ

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136 ͹Β͖ͭ ෆ࣮֬ੑ $20,000 $1,000 څྉ ͜ͷձࣾͷڅྉ͸ ͍͘Β͘Β͍ʁ

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137 0 30 20 ΋͠૬ؔؔ܎Λݟ͚ͭΔ͜ͱ͕Ͱ͖Δͱɻɻɻ 10 $20,000 $1,000 څྉ ۈଓ೥਺

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138 0 30 20 10 $20,000 $1,000 څྉ ۈଓ೥਺ ۈଓ೥਺͕20೥ͩͱ څྉ͸$15,000͘Β͍ɻ $15,000

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139 ෆ࣮֬ੑ͕ݮΔ 0 30 20 څྉ ۈଓ೥਺ ૬ؔ ͹Β͖ͭ $20,000 $1,000 $15,000 $20,000 $1,000

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140 ૬ؔ ෆ࣮֬ੑ͕ݮΔ US UK Japan 5000 100 ͹Β͖ͭ

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141 US UK Japan དྷ݄ͷސ٬਺͸ USͰ͋Ε͹ɺ 4000͔Β5000ͷؒɻ 5000 4000 ૬ؔ

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ڧ͍૬ؔؔ܎ͷ͋Δ΋ͷΛݟ͚ͭΔ͜ͱ͕Ͱ͖Ε͹ څྉ͕Ͳ͏มΘΔ͔Λઆ໌͠΍͘͢ͳΔɻ ·ͨɺڅྉΛ༧ଌ͠΍͘͢ͳΔ

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૬ؔؔ܎ͱҼՌؔ܎͸ҧ͏ɻ ҼՌؔ܎͸૬ؔؔ܎ͷಛผͳλΠϓɻ ؍࡯ͨ͠૬ؔؔ܎͕ɺҼՌؔ܎ͩͱ֬ೝ͢Δࣄ͕Ͱ͖ͨ Βɺͦͷ৘ใΛ࣋ͬͯকདྷΛίϯτϩʔϧ͢Δ͜ͱ͕Ͱ ͖Δɻ

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૬ؔͷՄࢹԽ 144

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145 ࢄ෍ਤ ശͻ͛ਤ όΠΦϦϯਤ ώʔτϚοϓ ີ౓ۂઢ όʔɾνϟʔτ

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146 • ΧςΰϦʔ vs. ਺஋ • ਺஋ vs. ਺஋ • ΧςΰϦʔ vs. ΧςΰϦʔ σʔλͷλΠϓͷ૊Έ߹Θͤ

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147 • ΧςΰϦʔ vs. ਺஋ • ਺஋ vs. ਺஋ • ΧςΰϦʔ vs. ΧςΰϦʔ σʔλͷλΠϓͷ૊Έ߹Θͤ

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148 ࢄ෍ਤ ശͻ͛ਤ όΠΦϦϯਤ ώʔτϚοϓ ີ౓ۂઢ όʔɾνϟʔτ

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149 ώετάϥϜɺີ౓ۂઢʹ৭Λ࢖͏͜ͱͰɺ ΧςΰϦʔͱ਺஋ͷ૬ؔΛՄࢹԽ͢Δ͜ͱ͕Ͱ͖Δɻ

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150 څྉʢ਺஋ʣx ৬छʢΧςΰϦʔʣ

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151 څྉʢ਺஋ʣx ৬छʢΧςΰϦʔʣ

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152 ͔͠͠ɺΧςΰϦʔͱ਺஋ͷؔ܎ΛݟΔ࣌͸ ശώήਤΛ࢖ͬͨ΄͏͕ɺΘ͔Γ΍͍͢ɻ ʢҰൠతʹ͸ɻʣ

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ശώήਤ 153

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ͦΕͧΕͷαΠζʢߦͷ਺ʣ͕౳͘͠ͳΔΑ͏ʹ̐ͭͷάϧʔϓʹ෼͚Δɻ

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3Q (ୈ3࢛෼Ґ/ 75ύʔηϯλΠϧ) 2Q (ୈ2࢛෼Ґ/ 50ύʔηϯλΠϧ) 1Q (ୈ1࢛෼Ґ/ 25ύʔηϯλΠϧ)

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3Q Median 1Q

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3Q Median 1Q

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3Q Median 1Q ࠷େ஋ ࠷খ஋

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ྫ - ΧςΰϦʔͱ਺஋ͷ૬ؔͷՄࢹԽ 160 1. ৬छͱڅྉͷ૬ؔΛՄࢹԽ͢Δ 2. ৬छͱڅྉͷஉঁผͷ૬ؔΛՄࢹԽ͢Δ

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161 1. ৬छͱڅྉͷ૬ؔΛՄࢹԽ͢Δ 2. ৬छͱڅྉͷஉঁผͷ૬ؔΛՄࢹԽ͢Δ ྫ - ΧςΰϦʔͱ਺஋ͷ૬ؔͷՄࢹԽ

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162 ৬छʢΧςΰϦʔʣ x څྉʢ਺஋ʣ

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ྫ - ΧςΰϦʔͱ਺஋ͷ૬ؔͷՄࢹԽ 163 1. ৬छͱڅྉͷ૬ؔΛՄࢹԽ͢Δ 2. ৬छͱڅྉͷஉঁผͷ૬ؔΛՄࢹԽ͢Δ

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164

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165 • ΧςΰϦʔ vs. ਺஋ • ਺஋ vs. ਺஋ • ΧςΰϦʔ vs. ΧςΰϦʔ σʔλͷλΠϓͷ૊Έ߹Θͤ

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166 ࢄ෍ਤ ശͻ͛ਤ όΠΦϦϯਤ ώʔτϚοϓ ີ౓ۂઢ όʔɾνϟʔτ

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167 ࢄ෍ਤ

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168 • ओʹ਺஋σʔλಉ࢜ͷ෼෍Λදࣔ͢Δɻ • ͦΕͧΕͷ఺͸ͦΕͧΕͷσʔλʹ૬౰͢Δɻ ਺஋ ਺஋

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ྫɿ਺஋ͱ਺஋ͷؒͷ૬ؔͷՄࢹԽ 169 1. څྉͱ೥ྸͷؔ܎ΛՄࢹԽ͢Δɻ 2. څྉͱۈଓ೥਺ͷؔ܎ΛՄࢹԽ͢Δɻ 3. څྉͱۈଓ೥਺ͷ૬ؔؔ܎͸৬छʹΑͬͯҧ͏͔ௐ΂ Δɻ

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170 ೥ྸʢ਺஋ʣ x څྉʢ਺஋ʣ

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171 τϨϯυϥΠϯͷػೳΛ࢖͏ͱɺ ૬ؔ܎਺͕Θ͔Δɻ

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ྫɿ਺஋ͱ਺஋ͷؒͷ૬ؔͷՄࢹԽ 172 1. څྉͱ೥ྸͷؔ܎ΛՄࢹԽ͢Δɻ 2. څྉͱۈଓ೥਺ͷؔ܎ΛՄࢹԽ͢Δɻ 3. څྉͱۈଓ೥਺ͷ૬ؔؔ܎͸৬छʹΑͬͯҧ͏͔ௐ΂ Δɻ

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173 ۈଓ೥਺ʢ਺஋ʣ x څྉʢ਺஋ʣ

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174 ۈଓ೥਺ͱڅྉͷ૬ؔ܎਺͸0.77Ͱɺൺֱతڧ͍ਖ਼ͷ૬͕ؔ͋Δɻ

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ྫɿ਺஋ͱ਺஋ͷؒͷ૬ؔͷՄࢹԽ 175 1. څྉͱ೥ྸͷؔ܎ΛՄࢹԽ͢Δɻ 2. څྉͱۈଓ೥਺ͷؔ܎ΛՄࢹԽ͢Δɻ 3. څྉͱۈଓ೥਺ͷ૬ؔؔ܎͸৬छʹΑͬͯҧ͏͔ௐ΂ Δɻ

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176 ૬ؔͷڧ͞͸৬छʹΑͬͯҧ͏ɻ

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177 • ΧςΰϦʔ vs. ਺஋ • ਺஋ vs. ਺஋ • ΧςΰϦʔ vs. ΧςΰϦʔ σʔλͷλΠϓͷ૊Έ߹Θͤ

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178 ࢄ෍ਤ ശͻ͛ਤ όΠΦϦϯਤ ώʔτϚοϓ ີ౓ۂઢ όʔɾνϟʔτ

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179 ΧςΰϦʔ vs. ΧςΰϦʔ ΧςΰϦʔಉ࢜ͷؔ܎ΛݟΔʹ͸ɺΧςΰϦʔͷ ૊Έ߹Θͤ͝ͱʹ਺Λ਺্͑͛Δ͔ɺͦͷશମʹ ର͢Δׂ߹Λܭࢉͦ͠ͷ݁ՌΛՄࢹԽ͢Δɻ

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180 1. ৬छͱڭҭͷؒͷؔ܎ΛՄࢹԽɻ 2. ৬छͱୀ৬͔ͨ͠Ͳ͏͔ͷؒͷؔ܎ΛՄࢹԽɻ 3. ৬छͱڅྉͷؒͷؔ܎ΛՄࢹԽɻ 4. څྉͱۈଓ೥਺ͷؒͷؔ܎ΛՄࢹԽɻ ྫɿΧςΰϦʔͱΧςΰϦʔͷؒͷؔ܎ΛՄࢹԽ

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181 1. ৬छͱڭҭͷؒͷؔ܎ΛՄࢹԽɻ 2. ৬छͱୀ৬͔ͨ͠Ͳ͏͔ͷؒͷؔ܎ΛՄࢹԽɻ 3. ৬छͱڅྉͷؒͷؔ܎ΛՄࢹԽɻ 4. څྉͱۈଓ೥਺ͷؒͷؔ܎ΛՄࢹԽɻ ྫɿΧςΰϦʔͱΧςΰϦʔͷؒͷؔ܎ΛՄࢹԽ

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৬छ (ΧςΰϦʔ) vs.ڭҭ (ΧςΰϦʔ)

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183 1. ৬छͱڭҭͷؒͷؔ܎ΛՄࢹԽɻ 2. ৬छͱୀ৬͔ͨ͠Ͳ͏͔ͷؒͷؔ܎ΛՄࢹԽɻ 3. ৬छͱڅྉͷؒͷؔ܎ΛՄࢹԽɻ 4. څྉͱۈଓ೥਺ͷؒͷؔ܎ΛՄࢹԽɻ ྫɿΧςΰϦʔͱΧςΰϦʔͷؒͷؔ܎ΛՄࢹԽ

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৬छͱୀ৬͔ͨ͠Ͳ͏͔ͷؒͷؔ܎ΛՄࢹԽɻ ৬छ (ΧςΰϦʔ) vs. ୀ৬ (ϩδΧϧ)

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• ϩδΧϧܕ͸ΧςΰϦΧϧܕͷಛघͳ৔߹ɻ • TRUE ͔ FALSEͷ2ͭͷ஋ͷΈΛ࣋ͭɻ

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California Texas New York Florida Oregon ΧςΰϦʔܕ 186

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ϩδΧϧ (࿦ཧ஋) TRUE FALSE ࣙΊͨ? 187 ̎ͭͷ஋͔͠ͱΒͳ͍ΧςΰϦʔ

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৬छ (ΧςΰϦʔ) vs. ୀ৬ (ϩδΧϧ)

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189 1. ৬छͱڭҭͷؒͷؔ܎ΛՄࢹԽɻ 2. ৬छͱୀ৬͔ͨ͠Ͳ͏͔ͷؒͷؔ܎ΛՄࢹԽɻ 3. ৬छͱڅྉͷؒͷؔ܎ΛՄࢹԽɻ 4. څྉͱۈଓ೥਺ͷؒͷؔ܎ΛՄࢹԽɻ ྫɿΧςΰϦʔͱΧςΰϦʔͷؒͷؔ܎ΛՄࢹԽ

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৬छ (ΧςΰϦʔ) vs. څྉ (਺஋) ৬छͱڅྉͷؒͷؔ܎ΛՄࢹԽ

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څྉ (ΧςΰϦʔ) ΧςΰϦʔԽ ৬छ (ΧςΰϦʔ) vs. څྉ (਺஋)

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څྉʢ਺஋ʣ

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څྉʢΧςΰϦʔʣ

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ΧςΰϦʔԽͷઃఆ

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څྉ (ΧςΰϦʔ)ɹvs. ৬छ (ΧςΰϦʔ)

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196 1. ৬छͱڭҭͷؒͷؔ܎ΛՄࢹԽɻ 2. ৬छͱୀ৬͔ͨ͠Ͳ͏͔ͷؒͷؔ܎ΛՄࢹԽɻ 3. ৬छͱڅྉͷؒͷؔ܎ΛՄࢹԽɻ 4. څྉͱۈଓ೥਺ͷؒͷؔ܎ΛՄࢹԽɻ ྫɿΧςΰϦʔͱΧςΰϦʔͷؒͷؔ܎ΛՄࢹԽ

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څྉ (ΧςΰϦʔ) vs. ۈଓ೥਺ (ΧςΰϦʔ)

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198 ώʔτϚοϓ ΧςΰϦʔؒͷ૊Έ߹Θͤ͝ͱʹूܭͨ͠਺஋Λ৭Ͱදࣔ

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199 ৬छͱڭҭͷؔ܎ΛώʔτϚοϓͰՄࢹԽ͢Δɻ

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200 ৬छͱઐ߈ͷਓ਺ͷؔ܎͕ώʔτϚοϓͰՄࢹԽ͞Εͨɻ

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201 Life Science͕ઐ߈ͰResearch Scientistͷ৬ʹ͍͍ͭͯΔਓ͸ 133ਓ͓Γɺ৬छͱઐ߈ͷ૊Θͤ ͷதͰ͸Ұ൪ଟ͍ɻ

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202 νϟʔτͷબͼํ·ͱΊ

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σʔλͷ͹Β͖ͭΛݟ͍ͨͱ͖ͷνϟʔτͷબͼํ ώετάϥϜ ີ౓ۂઢ όʔνϟʔτ ਺஋σʔλ ΧςΰϦʔσʔλ

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204 ࢄ෍ਤ ശͻ͛ਤ όΠΦϦϯਤ ώʔτϚοϓ ີ౓ۂઢ όʔɾνϟʔτ ΧςΰϦʔσʔλͱ਺஋σʔλ ਺஋σʔλͱ਺஋σʔλ ΧςΰϦʔσʔλͱΧςΰϦʔσʔλ σʔλͷ૬ؔΛݟ͍ͨͱ͖ͷνϟʔτͷબͼํ

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205 ετʔϦςϦϯά×σʔλͷՄࢹԽ

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ந৅తͳ୯ޠ΍৘ใΛཏྻͨ͠ΓɺՕ৚ॻ͖ͷࣄ࣮΍౷ܭσʔλ Λ࢖ͬͨ࿦ཧతͳ࿩Ͱ͸ɺ૬ख͔Βͷڞײɺߦಈ͸ಘΒΕͳ͍

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"͞Μ͸څྉΛ্͍͛ͨͨΊస৬Λߟ͍͑ͯΔ γϦίϯόϨʔͷσʔλαΠΤϯςΟετͷฏۉ೥ऩ͸ສͩͱ஌Δ σʔλαΠΤϯςΟετΛ໨ࢦ͢

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"͞Μ͸64ͷΤϯδχΞͰ࠺ͱਓͷࢠڙͱ฻Β͍ͯ͠Δ
 "͞Μͷࢠڙ͸ࢲཱͷେֶʹߦ͖͍ͨͱݴ͍ͬͯΔ͕ɺݱࡏͷ೥ऩͰ͸ࢠ ڙ͕ߦ͖͍ͨେֶʹ௨ΘͤΔ༨༟͕ͳ͍ ͦͷͨΊɺస৬ͯ͠΋ͬͱՔ͛Δ৬ʹब͖͍ͨͱࢥ͍ͬͯΔ ௐ΂ͯΈΔͱɺ"NB[POͰ͸ଟֹͷඅ༻Λ͔͚ͯσʔλαΠΤϯςΟετ Λҭ੒͢ΔϓϩάϥϜΛ͢Δ༧ఆΒ͍͠ σʔλαΠΤϯςΟετͷधཁ͕ߴ·͍ͬͯΔͷͱɺݩʑେֶӃͰ౷ܭֶ Λ࢖ͬͯݚڀ͍ͯͨ͜͠ͱ΋͋ΓɺσʔλαΠΤϯςΟετ΁స৬͢Δಓ Λߟ͍͑ͯΔ

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૬खʹ఻͍͑ͨ͜ͱΛɺͦΕΛ૝ىͤ͞ΔΤϐιʔυͳͲͷl෺ޠzΛ ࢖͏͜ͱʹΑͬͯɺฉ͖खʹڧ͘ҹ৅෇͚Δख๏ͷ͜ͱͰ͢ɻ ετʔϦʔςϦϯά

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اۀͷ՝୊Λղܾ͢ΔͨΊʹ౷ܭ΍ػցֶशͷϞσϧΛ࢖ͬͯσʔλ ͷதʹ͋ΔύλʔϯΛݟग़͠ɺϏδωεΛվળ͍ͯ͘͠ σʔλαΠΤϯε

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ετʔϦςϦϯά ײੑ ºσʔλαΠΤϯε ཧੑ

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ετʔϦςϦϯάºσʔλαΠΤϯε w ࢝·Γɿ໰୊ઃఆͱ໨త w தؒɹɿঢ়گ֬ೝͱղܾࡦ w ऴΘΓɿ૬खʹͲΜͳߦಈΛͯ͠ཉ͍͔͠

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ετʔϦςϦϯάºσʔλαΠΤϯε ࢝·Γ ઃఆɿ͍ͭͲ͜ͰͦͷετʔϦʔ͕ى͖͍ͯΔ͔ ओਓެɿ୭͕ߦಈͷओମ͔ ໰୊఺ɿԿ͕໰୊͔ ໨తɿͲͷঢ়ଶ͕ཧ૝͔

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ετʔϦςϦϯάºσʔλαΠΤϯε தؒ ໰୊Λઆ໌͢ΔͨΊͷྫ ໰୊Λࣔ͢σʔλ ΞΫγϣϯ͕औΕͳ͔ͬͨ৔߹Ͳ͏ͳΔͷ͔ ໰୊ʹରॲ͢ΔͨΊͷબ୒ࢶ ղܾࡦͷϝϦοτ ͳͥ૬खʹҙࢥܾఆ΍ߦಈΛىͯ͜͠ཉ͍͠ͷ͔

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ετʔϦςϦϯάºσʔλαΠΤϯε ऴΘΓ ·ͱΊ ૬खʹͯ͠ཉ͍͠ߦಈΛݺͼ͔͚Δ

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216 ૬खʹ఻͑ΔͨΊͷσʔλͷՄࢹԽ

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ྫɿ೔ຊͷ(%1

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(%1ͷॱҐΛݟ͍ͤͨͱ͖͸Ͳͬͪͷνϟʔτ͕͍͍͔ʁ

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೔ຊͷ(%1ͷτϨϯυΛݟ͍ͤͨͱ͖͸Ͳͬͪͷνϟʔτ͕͍͍͔ʁ

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೔ຊͷ(%1ͷτϨϯυΛݟ͍ͤͨͱ͖͸Ͳͬͪͷνϟʔτ͕͍͍͔ʁ

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೔ຊͷ(%1ͷ੒௕཰Λݟ͍ͤͨͱ͖͸Ͳͬͪͷνϟʔτ͕͍͍͔ʁ

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૬खʹԿΛ఻͍͑ͨͷ͔ʹΑͬͯ νϟʔτͷछྨ΍৭ͷ࢖͍ํΛ޻෉͢Δ

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Ґஔ ௕͞ ֯౓ ํ޲ ϏδϡΞϧɾΩϡʔ 223

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224 ௕͞ ൺֱ͍ͨ͠ͱ͖

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225 άϧʔϓΛݟ͍ͨͱ͖

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ํ޲ 226 τϨϯυΛݟ͍ͨͱ͖

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227 w ஋ͷେ͖͞Λද͢৭ w σʔλΛ۠ผ͢ΔͨΊͷ৭ w Ұ෦ͷσʔλΛڧௐ ϋΠϥΠτ ͢ΔͨΊͷ৭ ৭ͷछྨ

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228 άϧʔϓ͝ͱʹൺֱ͍ͨ͠ͱ͖

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Ұ෦ͷσʔλΛڧௐ ϋΠϥΠτ ͍ͨ͠ͱ͖

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૬खʹ্ख͘఻͑ΔͨΊʹ͸ ετʔϦʔςϦϯάͷߏ੒ͱՄࢹԽͷจ๏Λ ҙࣝ͠ͳ͕Βͻͨ͢Β࿅श͢ΔͷΈʂ

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&%"4BMPO w ຖ݄͓୊Λग़͠·͢ w ͦΕͧΕͷڵຯʹ߹Θͤͯ୳ࡧతʹσʔλ෼ੳͯ͠΋Β͍·͢ w ϊʔτʹॻ͍ͯΠϯαΠτͷڞ༗ w 5XJUUFSͳͲͰϑΟʔυόοΫˍσΟεΧογϣϯ

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ੈքͷେֶϥϯΩϯάσʔλ ੈքͷՈசੜ࢈ྔσʔλ

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ͦΕͧΕͷڵຯʹ߹Θͤͯ୳ࡧతʹσʔλ෼ੳ

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ϊʔτʹॻ͍ͯΠϯαΠτͷڞ༗

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5XJUUFSͳͲͰϑΟʔυόοΫˍσΟεΧογϣϯ

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࣍ճͷ͓୊

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ࣗసंͷϨϯλϧσʔλ

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&%"4BMPO ৄࡉ͸ͪ͜Β͔Βʂ &%"4BMPO୳ࡧతσʔλ෼ੳΛΈΜͳͰֶͿ৔ IUUQTCJUMZ98LG3 &%"4BMPO΁ͷࢀՃํ๏ IUUQTCJUMZ-4PNF,

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5XJUUFS&%"4BMPO

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• ϓϩάϥϛϯάͳ͠ RݴޠͷUIͰ͋ΔExploratoryΛ෼ੳπʔϧͱͯ͠࢖༻͢ΔͨΊडߨத͸ɺϏδωεͷ໰୊ Λղܾ͢ΔͨΊʹඞཁͳσʔλαΠΤϯεͷख๏ͷशಘʹ100ˋूதͰ͖Δ • πʔϧͷ࢖͍ํͰ͸ͳ͘ɺ෼ੳख๏ͷशಘ ݱ৔Ͱ࢖͑Δ෼ੳख๏ΛάϧʔϓԋशΛ௨࣮ͯ͠ࡍʹखΛಈ͔͠ͳ͕Βɺ਎ʹ͚ͭͯߦ͘ ͜ͱ͕Ͱ͖Δɻ • ࢥߟྗͱεΩϧͷशಘ σʔλαΠΤϯεͷεΩϧशಘ͚ͩͰͳ͘ɺσʔλ෼ੳʹඞཁͳࢥߟྗ΋शಘͰ͖Δ ಛ௃

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Q & A

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Contact Email [email protected] EDA Salon΁ͷࢀՃํ๏ https://bit.ly/2LSomeK Twitter @ExploratoryJp EDA Salonৄࡉ https://bit.ly/2XWkfR5