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Cookpad Inc. 2019.03.28 Firebase Meetup #12 'JSFCBTF"#5FTUJOH࢖ͬͯαʔϏεվળΛ͢Δ 4VHVSV,JTIJNPUP

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Cookpad Inc. All Rights Reserved. ͓͠ͳ͕͖ w ࣗݾ঺հɺܞΘ͍ͬͯΔαʔϏε঺հ w 'JSFCBTF"#5FTUJOHʹ͍ͭͯ w ಋೖํ๏ w ςετͷ݁Ռ͕ͰͨΒ͢Δ͜ͱ w 'JSFCBTF"#5FTUJOHΛΑΓ׆༻͢ΔͨΊʹ w$MPVE'VODUJPOTͱͷ࿈ܞ w#JH2VFSZͱͷ࿈ܞ

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Cookpad Inc. All Rights Reserved. ࣗݾ঺հ wΫοΫύουͰΤϯδχΞΛ͍ͯ͠·͢ w'JSFCBTF͸೥ࠒ͔Β࢖͍࢝Ί·ͨ͠ w$MPVE'JSFTUPSFͷηΩϡϦςΟʔϧʔϧ͓͡͞Μ wΦϜϥΠε͕޷͖Ͱ͢ɻ w5XJUUFS!@THS@LTNU w(JU)VCTHSLTNU !3

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Cookpad Inc. All Rights Reserved. ,PNFSDPͱ͸ ൢചऀ ΫϦΤΠλʔ ͞Μ͕࡞ͬͨྉཧಓ۩΍͏ͭΘɺௐຯྉ΍৯ࡐΛɺ ߪೖऀ ΧελϚʔ ͕ΞϓϦΛ௨ͯ͠ߪೖͰ͖ΔΞϓϦͰ͢ɻ
 ݱࡏɺJ04Ͱ̎ΞϓϦల։͍ͯ͠·͢ɻ ྉཧָ͕͘͠ͳΔϚϧγΣΞϓϦ !4

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Cookpad Inc. All Rights Reserved. !5

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Cookpad Inc. All Rights Reserved. !6

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Cookpad Inc. All Rights Reserved. !7 IUUQTTQFBLFSEFDLDPNTHSLTNUBVTFDBTFPGpSFCBTFJOLPNFSDP

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"#ςετ

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Cookpad Inc. All Rights Reserved. "#ςετͱ͸ w ओʹΠϯλʔωοτϚʔέςΟϯάͰߦΘΕΔɺࢪࡦ൑அͷͨΊͷࢼݧͷ૯শ wࢪࡦͷྑ൱Λ൑அ͢ΔͨΊʹɺͭͷࢪࡦಉ࢜Λൺֱݕ౼͢Δ͜ͱ wԿ͔͠Βͷج४Λ΋ͱʹɺίϯτϩʔϧάϧʔϓͱɺςετΛ͍ͤͨ͞άϧʔϓʹ෼͚ɺ ޙऀʹνϟϨϯδΛͤͯ݁͞ՌΛൺֱ͢Δ w৽͍͠΋ͷΛͭಉ࣌ʹνϟϨϯδͤͯ͞ൺֱ͢ΔɺΑΓ͸ɺطଘͱ৽͍͠΋ͷͱΛൺ΂Δ ͜ͱͷํ͕͓͓͍Ͱ͢ ˞ൃදޙमਖ਼͠·ͨ͠ 
 w ྫ wʮ૘݈ඒ஡ʯ طଘ ͱʮ૘݈ඒ஡ɹεοΩϦϒϨϯυʯʢνϟϨϯδ wΞϓϦͷԼλϒͷ਺Λͭ طଘ ͱͭʢνϟϨϯδ ग़యIUUQTKBXJLJQFEJBPSHXJLJ"#ςετ

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Cookpad Inc. All Rights Reserved. 'JSFCBTF"#5FTUJOH !10

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Cookpad Inc. All Rights Reserved. ͲΜͳ΋ͷ͔ w 3FNPUF$POpHΛ׆༻ͯ͠ςετΛߦ͏͜ͱ͕Ͱ͖Δ wग़͠෼͚͢Δ஋ΛݩʹΞϓϦͷಈ࡞΍֎؍Λมߋ͠ɺॏࢹ͢Δࢦඪʹ࠷΋ߴ͍ޮՌΛൃ ش͢Δͷ͕Ͳͷύλʔϯ͔Λςετ͢Δ wݕূ݁Ռ͕ग़ͨޙɺΞϓϦͷΞοϓσʔτͳ͠ʹมߋΛ൓өͨ͠Γɺݩʹ໭ͨ͠Γ͕Մೳ w /PUJpDBUJPOTΛ࢖ͬͨςετΛߦ͏͜ͱ͕Ͱ͖Δ wΞϓϦ΁ͷϢʔβʔͷऔΓࠐΈʹ࠷΋ޮՌతͳจষ͸ͲΜͳ΋ͷ͔Λࢼ͢͜ͱ͕Ͱ͖Δ w ର৅Ϣʔβʔͷࢦఆ wΞϓϦɺόʔδϣϯɺϢʔβʔϓϩύςΟ΍ΦʔσΟΤϯεɺ1SFEJDUJPOTͰ༧ଌ͞ΕΔϢʔ βʔΛࢦఆ͢Δ͜ͱ͕Ͱ͖Δ

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Cookpad Inc. All Rights Reserved. !12 IUUQTpSFCBTFHPPHMFDPNEPDTBCUFTUJOH IMKBIPX@EPFT@JU@XPSL

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Cookpad Inc. All Rights Reserved. "#5FTUJOH୯ମͰ࢖͏΋ͷͰ͸ͳ͘ɺ 3FNPUF$POGJHɺ/PUJGJDBUJPOTɺ"OBMZUJDT ౳ͱ૊Έ߹Θͤͯ࢖͏ !13

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Cookpad Inc. All Rights Reserved. ϝϦοτͱσϝϦοτ !14

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Cookpad Inc. All Rights Reserved. ϝϦοτ w 3FNPUF$POpHΛ׆༻ͯ͠ςετΛߦ͏͜ͱ͕Ͱ͖Δ wग़͠෼͚͢Δ஋ΛݩʹΞϓϦͷಈ࡞΍֎؍Λมߋ͠ɺॏࢹ͢Δࢦඪʹ࠷΋ߴ͍ޮՌΛൃش͢Δͷ͕Ͳͷύλʔϯ ͔Λςετ͢Δ wݕূ݁Ռ͕ग़ͨޙɺΞϓϦͷΞοϓσʔτͳ͠ʹมߋΛ൓өͨ͠Γɺݩʹ໭ͨ͠Γ͕Մೳ w /PUJpDBUJPOTΛ࢖ͬͨςετΛߦ͏͜ͱ͕Ͱ͖Δ wΞϓϦ΁ͷϢʔβʔͷऔΓࠐΈʹ࠷΋ޮՌతͳจষ͸ͲΜͳ΋ͷ͔Λࢼ͢͜ͱ͕Ͱ͖Δ w ര଎ͰςετΛ։࢝Ͱ͖Δ wίϯιʔϧͰઃఆ࣮ͯ͠ߦ͢Δ͚ͩͳͷͰσΟϨΫλʔͰ΋ૢ࡞ͯ͠ςετΛ։࢝͢Δ͜ͱ͕Ͱ͖Δ w ػೳ͕ఏڙ͞Εͨ౰ॳͱൺ΂ͯ Θ͔Γ΍͍͢6*ͳͷͰઃఆʹށ࿭͏͜ͱ΋গͳ͍ w ର৅Ϣʔβʔͷࢦఆ wΞϓϦɺόʔδϣϯɺϢʔβʔϓϩύςΟ΍ΦʔσΟΤϯεɺ1SFEJDUJPOTͰ༧ଌ͞ΕΔϢʔβʔΛࢦఆ͢Δ͜ͱ͕ Ͱ͖Δ

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Cookpad Inc. All Rights Reserved. σϝϦοτ w ࣄલʹ४උ͍ͯ͠ͳ͍ͱ͍͖ͳΓಋೖ͸ݫ͍͠ wࣄલʹ"OBMZUJDTΠϕϯτ΍ϢʔβʔϓϩύςΟΛఆ͓͔ٛͯ͠ͳ͍ͱࡉ͔͍ग़͠෼͚΍ɺϝΠϯ ͱͳΔࢦඪΛࢦఆͰ͖ͳ͍ͷͰݕূͮ͠Β͍ w "#Λ෼͚Δͱ͖ͷࡉ͔͍෼͚ํ΍ಠࣗϧʔϧΛෑ͘ͷ͕೉͍͠ wྫ͑͹ɺVTFS@JEͷԼҰܻͷ਺ࣈ͕ۮ਺ح਺ͱ͍ͬͨ෼͚ํΛ΍Δͷ͕೉͍͠ 'JSFCBTFͷVJEͰ΍ Δ৔߹͸ಛʹɻ 
 ֎෦%#ͷVTFS@JEͰ΍Δ৔߹͸ϢʔβʔϓϩύςΟͱ͔Ͱ͏·͘΍Δ͜ͱʹͳΓͦ͏ɻ w ݕূ฼਺͕গͳ͍ͱ'JSFCBTFͷ൑அʹ࣌ؒΛཁ͢Δ wࣗ෼ͨͪͰ෼ੳ͢Δͱ͖΋ಉ༷ͷ໰୊͕ൃੜ͢ΔͷͰݻ༗ͷ࿩Ͱ͸ͳ͍͕ɺ'JSFCBTFͷίϯιʔ ϧଆͰͲͪΒ͕༏ҐͰ͋Δ͔Λਪఆͯ͘͠ΕΔ΋ͷ͕ɺ฼਺͕গͳ͚Ε͹ͦͷ෼೔਺Λཁ͢Δ͜ ͱʹͳΔ

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ςετΛ࡞࣮ͬͯࢪ͢Δखॱ 3FNPUF$POGJH

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Cookpad Inc. All Rights Reserved. !18

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Cookpad Inc. All Rights Reserved. 4UFQجຊ w ςετ໊ͱઆ໌ΛܾΊΔ w"#5FTUJOHͷҰཡ΍ৄࡉͷ࣌ʹදࣔ͞ΕΔςΩετʹͳΔɻ w௚઀ςετʹԿ͔Өڹ͕ग़ΔΘ͚Ͱ͸ͳ͍ͷͰΘ͔Γ΍͍͢ςετ໊ͱઆ໌Λॻ͚͹େৎ෉ w ޙͰ࿩͠·͢ #JH2VFSZͱͷ࿈ܞͰΫΤϦΛୟ࣌͘ʹࢦఆͨ͠ςετ໊͕ར༻͞ΕΔ

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Cookpad Inc. All Rights Reserved. 4UFQλʔήοτઃఆ w λʔήοτͱͳΔର৅Ϣʔβʔɺׂ߹ΛܾΊΔ wΞϓϦɺϢʔβʔϓϩύςΟ౳ΛݩʹλʔήοτΛܾΊΔ wͦͷλʔήοτ಺ͷԿʹରͯ͠ςετΛ࣮ߦ͢Δ͔ΛܾΊΔɻͩͱɺλʔήοτϢʔβʔͰࢦఆͨ͠Ϣʔβʔ ͷ͏ͪɺͷϢʔβʔʹରͯ͠"#ςετࣗମΛ࣮ࢪͤ͞Δͱ͍͏͜ͱʹͳΔɻ w ΞΫςΟϕʔγϣϯΠϕϯτΛࢦఆ͢ΔͱɺλʔήοτϢʔβʔͷ͏ͪɺͦͷΠϕϯτΛൃՐͤͨ͞ϢʔβʔͷΈ" #ςετ͕༗ޮʹͳΔ

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Cookpad Inc. All Rights Reserved. 4UFQλʔήοτઃఆ w ΞϓϦࢦఆ͕ඞਢͰɺͦΕͱ"/%৚݅Ͱόʔδϣϯ΍ϢʔβʔϓϩύςΟΛࢦఆͯ͠λʔήο τΛߜΓࠐΊΔ wΞϓϦͷλʔήοτΛࢦఆ͠ͳ͍ͱશόʔδϣϯʹରͯ͠ςετ͕૸Δ͜ͱʹͳΔͷͰɺ৽ ػೳͷ"#Λ৽͘͠ϦϦʔε͢ΔόʔδϣϯͰࢦఆ͢Δͱ͖͸͔ͬ͠Γࢦఆ͠Α͏

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Cookpad Inc. All Rights Reserved. 4UFQ໨ඪ w ࢦඪΛܾΊΔ wςετΛ࣮ߦ͢Δʹ͋ͨͬͯҰ൪ஔ͍͍ͨࢦඪ Πϕϯτ Λઃఆ͢Δ wϝΠϯͱͳΔࢦඪͷ΄͔ɺ࠷େͭ·ͰଞͷࢦඪΛࢦఆͰ͖ΔɻσϑΥϧτͰϢʔβʔΤϯήʔδ ϝϯτɺఆணɺΫϥογϡϑϦʔϢʔβʔΛݟΔΑ͏ʹͳ͍ͬͯΔ

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Cookpad Inc. All Rights Reserved. 4UFQόϦΞϯτ

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Cookpad Inc. All Rights Reserved. 4UFQόϦΞϯτ w 4UFQͰఆΊͨλʔήοτͷ฼਺͔Βۉ౳ʹίϯτϩʔϧάϧʔϓͱόϦΞϯτάϧʔ ϓʹ෼͚ͯ3FNPUF$POpHͷ஋ΛͲ͏ग़͠෼͚Δ͔ΛܾΊΔ wجຊతʹ͸ίϯτϩʔϧάϧʔϓ͸͍͡ΒͣɺόϦΞϯτ"ͷ஋Λมߋͨ͠΋ͷʹ͢ Δ wόϦΞϯτ͸૿΍͢͜ͱ͕Ͱ͖ͯɺύλʔϯ "#$ͱ͍͏ͷ͔ ςετ΋Մೳ w3FNPUF$POpHͷLFZ͸ෳ਺ઃఆͰ͖Δ

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Cookpad Inc. All Rights Reserved. ϓϨϏϡʔͱެ։

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Cookpad Inc. All Rights Reserved. ϓϨϏϡʔͱެ։ w ςετͷ಺༰Λ֬ೝͯ͠໰୊͕ͳ͚Ε͹։࢝͢Δ wมߋ͍߲ͨ͠໨͕͋Ε͹ެ։લͰ͋Ε͹ฤू͕Ͱ͖Δ wެ։ޙ͸มߋ͕Ͱ͖ͳ͍ͷͰɺมߋͨ͘͠ͳͬͨΒҰ౓ςετΛఀࢭ͔ͯ͠Βෳ੡ ͯ͠ฤू͠࠶౓ެ։͢Δඞཁ͕͋Δ

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ݕূ͕ਐΜͩΒ

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Cookpad Inc. All Rights Reserved. !28

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Cookpad Inc. All Rights Reserved. ɾςετͷൣғΛ֦େ͢Δ ɾ͢΂ͯͷϢʔβʔʹ৽͍͠ػೳΛ൓ө͢Δ
 ɾ͢΂ͯͷϢʔβʔʹɺςετલͷঢ়ଶΛ൓ө͢Δ ɾςετΛऴྃ͢Δ ˠऴྃޙʹ΋όϦΞϯτͷల։͸Մೳ औΕΔΞΫγϣϯ

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Cookpad Inc. All Rights Reserved. λʔήοτͷ͏ͪʹςετΛ࣮ࢪ͕ͨ͠ ਺͕ෆ଍͍ͯ͠ΔͷͰ֦େ༷ͯ͠ࢠΛݟ͍ͨ !30

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Cookpad Inc. All Rights Reserved. !31

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Cookpad Inc. All Rights Reserved. !32

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Cookpad Inc. All Rights Reserved. ݕূͨ݁͠Ռɺ
 ޮՌ͕͋ͬͨΑ͏ͳͷͰ൓ө͍ͨ͠ʢશల։ʣ !33

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Cookpad Inc. All Rights Reserved. ৽͍͠ػೳ ঢ়ଶΛ൓ө͢Δ w ػೳΛ൓ө͢Δʹ͸ɺ࣮ߦத΋͘͠͸ςετΛఀࢭޙʹʮόϦΞϯτͷల։ʯΛબͿ w3FNPUF$POpHͷ৔߹͸൓ө͍ͤͨ͞όϦΞϯτͷ஋ΛબΜͰ3FNPUF$POpHΛߋ৽ w/PUJpDBUJPOTͷ৔߹͸ɺ௨஌Λૹ৴͍ͯ͠ͳ͍Ϣʔβʔʹɺૹ৴͍ͨ͠όϦΞϯτͷ ϝοηʔδΛૹ৴͢Δ wެ։ޙ͸มߋ͕Ͱ͖ͳ͍ͷͰɺมߋͨ͘͠ͳͬͨΒҰ౓ςετΛఀࢭ͔ͯ͠Βෳ੡ ͯ͠ฤू͠࠶౓ެ։͢Δඞཁ͕͋Δ

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Cookpad Inc. All Rights Reserved. !35

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Cookpad Inc. All Rights Reserved. !36

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Cookpad Inc. All Rights Reserved. ݕূͨ݁͠Ռɺ
 ޮՌ͕͋ͬͨͱ͍͑ͳ͍ͷͰݩʹ໭͍ͨ͠ !37

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Cookpad Inc. All Rights Reserved. ςετΛ࣮ࢪͨ͠Ϣʔβʔʹରͯ͠Ҏલͷঢ়ଶΛదԠ͢Δ w ݕূͷ݁Ռ৽͍͠ػೳ͕༗ޮͰͳ͔ͬͨ৔߹΋ɺઌ΄ͲͱͲ͏Α͏ʹόϦΞϯτͷల ։͔Βίϯτϩʔϧάϧʔϓͷ஋Λ൓өͤͯ͞ߋ৽͢Δ w୯ʹςετͷఀࢭ͚ͩͰ͸ɺςετΛ࣮ࢪ͍ͯͨ͠Ϣʔβʔʹ஋͕൓ө͞Εͳ͍ͷ Ͱ͔ͬ͠ΓͱόϦΞϯτͷల։Λ͢Δʢ͋Δ͍͸ఀࢭޙʹ3FNPUF$POpHͷը໘͔Β ௚઀ݱঢ়ͷ஋Ͱߋ৽Λ͔͚Δ

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Cookpad Inc. All Rights Reserved. ,PNFSDPͰ௚ۙऔΓ૊Μͩվળྫ !39

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Cookpad Inc. All Rights Reserved.

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Cookpad Inc. All Rights Reserved.

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Cookpad Inc. All Rights Reserved. ࣮ࡍʹ΍ͬͨ͜ͱ w ݱঢ়͕͢͞λϒ͔Βݕࡧػೳ͕࢖͑Δ͕ɺϗʔϜը໘্෦ʹݕࡧόʔΛஔ͍ͨ৔߹ʹͦ͜ ͔Βݕࡧ͢ΔϢʔβʔ͕૿Ճ͢Δ͔ɺ͔ͦ͜Βߪೖʹͭͳ͕Δ͔Ͳ͏͔Λଌఆ w3FNPUF$POpHͰݕࡧόʔΛग़͔͢ग़͞ͳ͍͔ͷCPPMΛ੾Γସ͑Δ͚ͩ wࢀߟࢦඪͱͳΔΠϕϯτϩά͸ࣄલʹ࢓ࠐΜͰ͓͘ wग़͠෼͚ΔػೳΛ͍Εͨ΋ͷΛ"QQ4UPSFʹਃ੥͠ɺެ։ͨ͠ஈ֊ͰςετΛ։࢝ wग़͠෼͚Δػೳ͕ೖͬͨόʔδϣϯҎ߱ͷϢʔβʔʹͷΈదԠ͞ΕΔΑ͏ʹλʔήοτ Λߜͬͨ w ςετΛ࣮ߦͨ݁͠Ռɺݕࡧόʔ͋Γͳ͠Λൺֱͯ͠ϝΠϯͱͳΔࢦඪʹରͯ͠ͲͪΒ͔ ͕༏Ґʹͳͬͨͱ͸ݴ͑ͳ͍݁ՌʹͳͬͨͷͰɺҰ୴ςετΛఀࢭ͠ɺݪঢ়෮ؼͤͨ͞ɻ
 ࣍ͷҰखΛݕ౼த

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ΑΓ׆༻͢ΔͨΊʹ

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Cookpad Inc. All Rights Reserved. ςετΛશల։ͤͨ͞Βɺ 3FNPUF$POGJHͷΩϟογϡؔ܎ͳ͘ଈ࣌൓ө͍ͤͨ͞ !44

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Cookpad Inc. All Rights Reserved. 3FNPUF$POGJHͷߋ৽ΛϦΞϧλΠϜͰ఻೻͢Δ !45 IUUQTpSFCBTFHPPHMFDPNEPDTSFNPUFDPOpHQSPQBHBUFVQEBUFTSFBMUJNF IMKB

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Cookpad Inc. All Rights Reserved. !46 IUUQTpSFCBTFHPPHMFDPNEPDTSFNPUFDPOpHQSPQBHBUFVQEBUFTSFBMUJNF IMKB

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Cookpad Inc. All Rights Reserved. ྲྀΕ w 3FNPUF$POpHͷ஋Λมߋ͠ɺ൓ө͢Δ w $MPVE'VODUJPOTͷ3FNPUF$POpHΠϕϯττϦΨʔΛ࢖ͬͯɺ୺຤ʹαΠϨϯτ௨஌ ΛૹΔ w௨஌Λड͚औͬͨΒ࣍ճͷΞϓϦىಈ͔࣌ΞϓϦ͕ΞΫςΟϒͳΒऔಘ͠ʹ͍͘ w ࠷৽ͷ৘ใΛऔಘ͠ʹߦ͘ w͜ͷͱ͖͸Ωϟογϡ࣌ؒΛҰ࣌తʹແࢹͯ͠औಘ͠ʹ͍͘ wऔಘ͕ऴΘͬͨΒ6*౳ʹ൓өͤ͞Δ

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Cookpad Inc. All Rights Reserved. !48

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Cookpad Inc. All Rights Reserved. !49

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Cookpad Inc. All Rights Reserved. ͨͬͨ͜Ε͚ͩ !50

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Cookpad Inc. All Rights Reserved. #JH2VFSZͱͷ࿈ܞ !51

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Cookpad Inc. All Rights Reserved. 'JSFCBTFͷίϯιʔϧͰͷ݁Ռ͚ͩͰͳ͘ɺ #JH2VFSZʹ݁ՌΛΤΫεϙʔτͯࣗ͠෼ͨͪͰ ෼ੳ͢Δ͜ͱ͕Մೳ !52

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Cookpad Inc. All Rights Reserved. !53

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Cookpad Inc. All Rights Reserved. !54

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Cookpad Inc. All Rights Reserved. !55

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