ハッカーズチャンプルー2017「データ・ビジュアライゼーションによる地域や社会との関わり方」

by Yuichi Yazaki

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σʔλɾϏδϡΞϥΠθʔγϣϯʹΑΔ ஍Ҭ΍ࣾձͱͷؔΘΓํ *MMVTUSBUJPOCZ0TXBMEP,BUP ໼࡚༟Ұ Hacker's Champloo 2017

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͋ͳͨ୭ʁ

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5OBWJ JOUFSOFUQPSUBMTFSWJDFPO57 CZ1BOBTPOJD

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$&3&70$BN

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EFTJHOGPSBQPSUGPMJPPG:PSJLP:PEB

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EFTJHOGPSBQPSUGPMJPPG:PSJLP:PEB

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EFTJHOGPSBQPSUGPMJPPG:PSJLP:PEB

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Source Code in TV and Film https://moviecode.tumblr.com/

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Data Visualization Japan ֓ࢉࢀՃऀɿ2000໊ σβΠφʔɺΤϯδχΞɺσʔλαΠΤϯςΟ ετɺδϟʔφϦετ ࢀՃऀɿ200໊ σβΠφʔɾΤϯδχΞɾδϟʔφϦ ετɺߦ੓ؔ܎ऀɺ౎ຽ Code For Tokyo

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σʔλ ϏδϡΞϥΠθʔγϣϯ ͱ͸

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ର࿩తͰ͋Δ σʔλϏδϡΞϥΠθʔγϣϯͳΒͰ͸ͷಛ௃ ̩̥̥ڊେܦࡁݍͷ࣮ྗ IUUQTWEBUBOJLLFJDPNQSKUQQ

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จࣈσʔλΛ਺ࣈσʔλͷΑ͏ʹ ோΊΔ σʔλϏδϡΞϥΠθʔγϣϯͳΒͰ͸ͷಛ௃ ݪൃࣄނආ೉ऀͷ੠ IUUQXXXOILPSKQOFXTGVLVTIJNBXPSEDMPVE

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දݱͷ෯Λ֦ு σʔλϏδϡΞϥΠθʔγϣϯͳΒͰ͸ͷಛ௃ ΦʔϓϯσʔλσΠɾϩΰδΣωϨʔλ IUUQPEETUSVDUVSFBOESFQSFTFOUBUJPODPN

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http://opendataday.org/

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https://www.facebook.com/photo.php?fbid=10153795302373201&set=a.10153042242063201.1073741877.649793200&type=3&theater දݱͷ෯Λ֦ு σʔλϏδϡΞϥΠθʔγϣϯͳΒͰ͸ͷಛ௃

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σʔλΛ ՄࢹԽ͢Δ ҙٛ

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σʔλ͔Β஌ܙ΁ ωΠαϯɾγΣυϩϑ*OGPSNBUJPO%FTJHOͷʮཧղͷεϖΫτϧʯΛݩʹɺ໼࡚͕࡞੒ ܦݧ ɾΦʔϓϯσʔλ ɾηϯαʔσʔλ ͳͲଘࡏ͢Δ σʔλ͢΂ͯ هԱʹ ࢒ΓͮΒ͍ ୹ظهԱʹ ࢒Δ ௕ظهԱʹ ࢒Δ ৗࣝʹͳΔ ৘ใͱܦݧ͕ ड͚खͷதͰ ҰମԽͨ͠΋ͷ σʔλ͕ ɾந৅Խ ɾՄࢹԽ ͞Εͨ΋ͷ ଟ͘ͷਓ͕ ڞ༗͢Δ ஌ࣝ σʔλ ৘ใ ஌ࣝ ஌ܙ

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σʔλ͔Β Ձ஋Λͭ͘Δʹ͸ʁ ʢσʔλ෼ੳҎ֎Ͱʣ

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σʔλ͸ղ͖΄͙ͯ͠ ͔͚ࢉ͢Δͱɺ Ձ஋͕ͰΔɻ

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σʔλ͸ղ͖΄͙ͯ͠ ͔͚ࢉ͢Δͱɺ Ձ஋͕ͰΔɻ

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࿑ಇྗ཰ʢ̢ࣈΧʔϒʣ ঁੑͷ࿑ಇྗ཰ͷਪҠʢશࠃʣ CZ.BNJ&OPNPUP

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ঁੑͷ࿑ಇྗ཰ͷਪҠʢ౎಺ࢢ۠ொଜผʣ CZ.BNJ&OPNPUP

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σʔλ͸ղ͖΄͙ͯ͠ ͔͚ࢉ͢Δͱɺ Ձ஋͕ͰΔɻ

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-FWFMJOHUIFpFMEʢΦϦϯϐοΫ֫ಘϝμϧ਺ʣ IUUQTMBOEJOHHPPHMFDPNBMUNFEBMUBCMF

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σʔλ͸ղ͖΄͙ͯ͠ ͔͚ࢉ͢Δͱɺ Ձ஋͕ͰΔɻ

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W ެॿͱڞॿͷؒʹ͋Δ՝୊Λɺ σβΠφʔ΍ϓϩάϥϚʔɺσʔλ෼ੳՈͳͲ͕࿈ܞͯ͠ɺ Φʔϓϯσʔλ΍*5ٕज़Λ׆༻࣮ͯ͠ݱ͢ΔίϛϡχςΟ ೥݄ʙ׆ಈ։࢝ ࣗॿ ڞॿ ެॿ

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$PEF'PS5PLZPͱ͸

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ओͳऔΓ૊Έ 3&4"4 ࣥචɾϫʔΫ γϣοϓ࣮ࢪ ౦ژอҭԂ Ϛοϓ ࠃཱࠃձਤॻؗ 8"31׆༻ ඼઒۠ͱ ڠಇࣄۀ

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3&4"4 3&4"4ͷڭՊॻʗ3&4"4Λ࢖ͬͯ஍Ҭͷ՝୊Λൃݟ͠Α͏ʂ ໾ׂɿΠϕϯτͷاըɺ࣮ࢪɺϝϯλʔɺॻ੶ͷࣥචXJUI$PEF'PS5PLZP

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3&4"4ͷڭՊॻ IUUQXXXBNB[PODPKQEQ ষ3&4"4ͰൃݟͰ͖Δ͜ͱ ষ3&4"4Ϛοϓ૯ཡ ষ࣏ࣗମɾ஍Ҭͷ෼ੳࣄྫू ষ&YDFMͰ؆୯ʹͰ͖Δ౷ܭղੳ ʜ͓ͨʹ୅දऔక໾খ୩༞Ұ࿕ࢯ ষڭҭݱ৔ʹ͓͚Δ׆༻ͷ࣮ࡍ ʜۚ୔େֶদӜٛতࢯ ষ஍ݩͰϫʔΫγϣοϓΛ։͜͏ ʜ$PEFGPS5PLZP໼࡚༟Ұӿຊਅඒ ষਐԽΛଓ͚Δ3&4"4 ষ׆༻ΛՃ଎͢ΔΦʔϓϯσʔλू

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w ؠखݝՖרࢢ w ๺ւಓχηίࢢ w ੩Ԭݝ೤ւࢢ w ௕໺ݝ൧ాࢢ w ۽ຊݝਓ٢ࢢ ୅ͷ஍ํٞһ͞Μ΁ϫʔΫγϣοϓ։࠵ ͓୊ͱ࣏ͨࣗ͠ମ

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w ෇ՃՁ஋ग़ͯ͠Δͷ͸ɻҩྍͱ෱ࢱɻ w ஍ݩͰ੝Μͳ࢈ۀ͸৯඼੡଄ʢനࢠɺে༉ͱຯ઻ʣͱ൒ ಋମɻ w ൒ಋମ͸ɺചΓ্͛θϩʹͳͬͨ͜ͱ͕͋Δɻ͍ͭͳ͘ ͳΔ͔Θ͔Βͳ͍ɻ w ւ͕ۙ͘ʹ͋Δ͚Ͳਫ࢈Ճ޻΍͍ͬͯͳ͍ɻۙ͘ͷ࣏ࣗ ମͰ΍ΒΕͯ͠·͍ͬͯΔɻ w ਫ࢈෺͸;Δ͞ͱೲ੫Ͱ΋ϑΟʔνϟʔ͞Ε͍ͯͳ͍ɻ ͜ΕΛചΓग़͍ͯ͜͠͏ɻ ͲΜͳൃද͕͔͋ͬͨʜ۽ຊݝਓ٢ࢢ

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஍ਤ΍σʔλ͔Βߟ͑ΔอҭԂ໰୊ ໾ׂɿσʔλऩूɺαΠτߏஙɺΠϕϯτ։࠵ ར༻πʔϧɿ&YDFMɺ+BWB4DSJQU ར༻σʔλɿอҭԂσʔλ IUUQDPEFGPSUPLZPDBUFHPSZIPJLVFONBQ

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w ڞಇ͖ͷͨΊʹ͸ɺอҭԂʹ༬͚Δඞཁ͕͋Δɻ w ೝՄอҭԂͩͱ҆ͯ͘ࡁΉ͕΄΅ۭ͖͕ͳ͍ɻ w ೝՄ֎อҭԂͩͱߴ͍ɻ w ͦ΋ͦ΋Ͳ͜ʹͲΜͳอҭԂ͕͋Δͷ͔શମΛҰ౓ʹ ೺ѲͰ͖Δ΋ͷ͕ͳ͍ɻ w ر๬ͷอҭԂʹೖΔͨΊʹɺग़࢈λΠϛϯάΛίϯτ ϩʔϧ͢Δɺِ૷཭ࠗ͢Δɺٞһʹಇ͖͔͚Δ ˠͱʹ͔͘৘ใ͕଍Γͳ͍ ʢ౦ژͰ͸ʣอҭԂ͕଍Γͳ͍ʜ

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อҭԂϚοϓЌ൛ http://hoikuenmap.codefor.tokyo/ IUUQIPJLVFONBQDPEFGPSUPLZP

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IUUQTXXXGBDFCPPLDPNFWFOUT BDUJWF@UBCQPTUT σʔλ͔ΒอҭԂΛߟ͑Δ$JWJD)BDL/JHIU5PLZP

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อҭ࢜ɺอҭॴɺ଴ػࣇಐɺอҭ ॴͷӡӦऀͱ͍͏ͦΕͧΕʹ͍ͭ ͯɺϚΫϩͳࢹ఺͔ΒͷσʔλΛ ֓؍ɻ IUUQTTQFBLFSEFDLDPNDPEFGPSUPLZPEFUBLBSBCBPZVZVBOXPLBPFSV ࢀՃऀͷҙݟ΍ײ૝ IUUQTQBQFSESPQCPYDPNEPD$JWJD)BDL/JHIU(7HIW8D6)[;&)N+KV5

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σʔλͷඪ४Խ͕࣮ݱ

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IUUQTOFXTZBIPPDPKQCZMJOFZB[BLJZVJDIJ

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౦ژͷ஍Ҭ՝୊ʹอҭԂ໰୊ʹ޲͖߹͏தͰɺ σʔλͷඪ४Խ͕ʢӡྑ͘ʣ࣮ݱɻ ՝୊ઌਐΤϦΞ͔ͩΒͦ͜Ͱ͖Δ͜ͱɻ

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඼઒۠ Φʔϓϯσʔλ׆༻ͷڠಇࣄۀ ϫʔΫγϣοϓɺΞΠσΞιϯɺϋοΧιϯͷ࣮ࢪʹΑΔ۠ຽࢀՃܕͷαʔϏε࡞Γ

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ॅΉ৔ॴͷ͜ͱ͸ ͦ͜ʹॅΉਓͷํ͕Α͘஌͍ͬͯΔ http://www.city.shinagawa.tokyo.jp/hp/menu000000400/hpg000000348.htm ϓϨΠύʔΫ ๺඿͜Ͳ΋๯ݥͻΖ͹

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HSBQIJDSFDPSEJOHCZ4BUPNJ8BOBNJ

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HSBQIJDSFDPSEJOHCZ4BUPNJ8BOBNJ

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඼઒۠ͷ՝୊Λղܾ͢ΔΑ͏ͳΞϓϦΛ࡞Γɺ ඼઒ൃͱͯ͠શࠃ΁ൃ৴͢Δ

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඼઒ͷ஍Ҭ՝୊ʹ޲͖߹͏ɻ ՝୊ઌਐΤϦΞ͔ͩΒͦ͜Ͱ͖Δ͜ͱΛɻ

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ԭೄͷ஍Ҭ՝୊͸ ԿͰ͔͢ʁ

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ఆܕԽͨ͠ σʔλ Φʔϓϯιʔε ιϑτ΢ΣΞ ࢠҭͯࢪઃɺ๏ਓ৘ใɺ ؍ޫɺަ௨ɺආ೉ॴʜ ϑΥʔΫͯ͠࢖͏ ͜ͷೋ͕ͭଗ͍͚ͬͯ͹ ೔ຊશࠃ΁ల։͍͚ͯ͠Δ

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ࣗൢػͷΑ͏ͳߦ੓αʔϏε͔Β

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ϓϥοτϑΥʔϜʹʢྫɿ4NBSU1IPOFʣ IUUQXXXFYQSFTTDPVLMJGFTUZMFTDJFODFUFDIOPMPHZ"OESPJE6TFST.PWJOHUPJ1IPOF

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࢖͏ਓ͕ࣗ෼͕ཉ͍͠΋ͷΛ࡞Δ ϒϥοΫϘοΫεԽͤ͞ͳ͍

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େྔੜ࢈ ϓϩμΫτ ߦ੓ αʔϏε

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ϋοΫʹԿͰΑʔ΍ʂ ɹɹɹɹʢποίϛʣ

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$PEF'PSʜόοτϚϯతߦҝ $SJUJDBM&OHJOFFSJOHʜδϣʔΧʔతߦҝ ˞μʔΫφΠτతੈք؍

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IUUQTDSJUJDBMFOHJOFFSJOHPSHKQ

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w σʔλ͸ɺղ͖΄͙ͯ͠ɺ͔͚ࢉ͢Δͱɺ Ձ஋͕ͰΔ w ஍Ҭͷઌਐ՝୊͕೔ຊશମΛॿ͚Δ w ϋοΫʹԿͰΑʔ΍ʂ

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IUUQOPUBUJPODPKQ IUUQTUSVDUVSFBOESFQSFTFOUBUJPODPN IUUQCZMJOFTOFXTZBIPPDPKQZB[BLJZVJDIJ IUUQTDPEFGPSUPLZP IUUQTOPUBUJPODPKQ IUUQTOFXTZBIPPDPKQCZMJOFZB[BLJZVJDIJ