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データ可視化をやりたくて北海道に移住した話 / SaCSS Season 2 Vol. 2
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Sorami Hisamoto
July 05, 2023
Programming
1
670
データ可視化をやりたくて北海道に移住した話 / SaCSS Season 2 Vol. 2
SaCSS Season 2 Vol.2 - connpass
https://connpass.com/event/287055/
Sorami Hisamoto
July 05, 2023
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Transcript
σʔλՄࢹԽ ΛΓͨͯ͘ ւಓ ʹҠॅͨ͠ TPSBNJ 4B$44 4BQQPSP$44
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ผʹ͋ΔΦϒδΣߴ͞N ݄ɺྲྀණΛݟʹߦ͖·ͨ͠ Μͭ
ผ ࡳຈ
ผ ࡳຈ ࡳຈผ ߴಓ࿏ΛͬͯLN ࣌ؒ
ը૾݄ࡱӨ Ͱ͔͍ͬͲ͏
!TPSBNJ ٱຊۭւʢͻ͞ͱͦΒΈʣ ιϑτΣΞΤϯδχΞ ɻ ͷय़ʹɺࡳຈҾͬӽ͖ͯ͠·ͨ͠ɻ ਤՄࢹԽूஂʮ.*&36/&ʯॴଐɻ ࡳຈͷΈͳ͞Μɺ͜ΜΜʂ
©︎ 1SPKFDU1-"5&"6.-*5+BQBO
©︎ 1SPKFDU1-"5&"6.-*5+BQBO ઌ ࡳຈͷࢢిΛ ିͬͨ͠Γ
©︎ 1SPKFDU1-"5&"6.-*5+BQBO https://note.com/mierune/n/n0bdbc6aff9d2
©︎ 1SPKFDU1-"5&"6.-*5+BQBO https://note.com/mierune/n/n0bdbc6aff9d2
©︎ 1SPKFDU1-"5&"6.-*5+BQBO https://note.com/mierune/n/n0bdbc6aff9d2
©︎ 1SPKFDU1-"5&"6.-*5+BQBO
©︎ 1SPKFDU1-"5&"6.-*5+BQBO ݄ͷ04$ ʹग़ల͠·ͨ͠ʂ 0QFO4PVSDF $POGFSFODF )PLLBJEP
©︎ 1SPKFDU1-"5&"6.-*5+BQBO https://twitter.com/MIERUNE_inc/status/1672507348353683460 https://twitter.com/MIERUNE_inc/status/1672406895716634625
©︎ 1SPKFDU1-"5&"6.-*5+BQBO Έ͑ΔͶ
©︎ 1SPKFDU1-"5&"6.-*5+BQBO ՄࢹԽ
©︎ 1SPKFDU1-"5&"6.-*5+BQBO จԽࡒ૯ཡ8FC(*4ಸྑจԽࡒݚڀॴ ສΛ͑ΔશࠃͷจԽࡒΛਤ্ՄࢹԽ https://data.wingarc.com/localdxlab-29-nara-46973 https://heritagemap.nabunken.go.jp/
©︎ 1SPKFDU1-"5&"6.-*5+BQBO จԽࡒ૯ཡ8FC(*4ಸྑจԽࡒݚڀॴ IUUQTIFSJUBHFNBQOBCVOLFOHPKQ Ͱࢼͤ·͢ʂ σ Ϟ ಈ ը
©︎ 1SPKFDU1-"5&"6.-*5+BQBO ਓྲྀσʔλՄࢹԽσϞ:BIPP+"1"/ ϠϑʔɾσʔλιϦϡʔγϣϯʹΑΔਓޱ౷ܭσʔλ ʮʯʮډॅʯͱ͍ͬͨଐੑใɺݕࡧΩʔϫʔυཤྺͳͲ
©︎ 1SPKFDU1-"5&"6.-*5+BQBO ਓྲྀσʔλՄࢹԽσϞ:BIPP+"1"/ σ Ϟ ಈ ը
©︎ 1SPKFDU1-"5&"6.-*5+BQBO ϚΠϯΫϥϑτւಓࡳຈࢢ ߳ݝߴদࢢ ࠃަ௨লͷ%ࢢϞσϧʮ1-"5&"6ʢϓϥτʔʣʯΛ׆༻ https://twitter.com/MIERUNE_inc/status/1673157862691065857 https://www.mierune.co.jp/news/posts/uzeapn5su5lr σ Ϟ ಈ
ը
©︎ 1SPKFDU1-"5&"6.-*5+BQBO ϚΠϯΫϥϑτւಓࡳຈࢢ ߳ݝߴদࢢ ࠃަ௨লͷ%ࢢϞσϧʮ1-"5&"6ʢϓϥτʔʣʯΛ׆༻ σ Ϟ ಈ ը
©︎ 1SPKFDU1-"5&"6.-*5+BQBO "*45%%#$MJFOU࢈૯ݚ ࢈૯ݚ͕։ൃɾӡ༻͢Δ%σʔλϕʔε༻ͷ8FCΞϓϦʢΦʔϓϯιʔεʣ https://github.com/aistairc/aist_3ddb_client https://www.digiarc.aist.go.jp/team/gsvrt/ information/aist-3ddb-client/index.html
©︎ 1SPKFDU1-"5&"6.-*5+BQBO "*45%%#$MJFOU࢈૯ݚ σ Ϟ ಈ ը IUUQTNJFSVOFHJUIVCJPBJTU@EEC@DMJFOU Ͱࢼͤ·͢ʂ
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©︎ 1SPKFDU1-"5&"6.-*5+BQBO %BZ.BQ$IBMMFOHF https://twitter.com/MIERUNE_inc/status/1594617865390370821 ࢲ ͜ Μ ͳ ͷ
Λ ͭ ͘ Γ · ͠ ͨ
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ࣗવݴޠॲཧ ʢ/-1 /BUVSBM-BOHVBHF1SPDFTTJOHʣ ίϯϐϡʔλʔͰʮਓؒͷ͜ͱʯΛѻ͏ٕज़ ࢲͷʜ ͱͱɺࣗવݴޠॲཧΛͬͯ·ͨ͠
ػց༁ νϟοτϘοτ ͔ͳࣈม
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ػց༁Ϟσϧͷ߈ܸ δϣϯζɾϗϓΩϯζେֶ Ϟσϧͷֶशσʔλɺσʔλ͕উखʹΘΕ͍ͯͳ͍͔z߈ܸzͯ͠ਪଌ Transactions of the Association
for Computational Linguistics https://speakerdeck.com/sorami/
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ຽࣄܾͷྫΛಗ໊Խ -FHBMTDBQF ͦͷ··ͰΦʔϓϯʹͰ͖ͳ͍ྫจΛɺʢʣࣗಈͰಗ໊Ճ 言語処理学会第28回年次大会 https://note.com/legalscape/n/nf6341940deaa
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ܗଶૉղੳثʮ4VEBDIJʯ /-1ͷج൫ٕज़ɺܗଶૉղੳΛߦ͏πʔϧͱࣙॻ اۀʢϫʔΫεΞϓϦέʔγϣϯζʣʹΑΔ։ൃɺΦʔϓϯιʔεެ։ https://speakerdeck.com/sorami/sudachi-elasticsearch https://zenn.dev/sorami/articles/c9a506000fd1fbd1cf98 ͢ ͩ ͪ
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ຊޠͷ୯ޠϕΫτϧʮDIJ7Fʯ ࠃཱࠃޠݚڀॴͱͷڞಉݚڀ 4VEBDIJͱɺԯޠنͷςΩετσʔλʮ/8+$ʯʹΑΓֶश 第16回テキストアナリティクス・シンポジウム,電子情報通信学会NLC研究会 https://speakerdeck.com/sorami/ ͪ Ό ͍
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ࠷ۙʮݴޠʯYʮҐஔใʯ https://twitter.com/blankeyelephant/ status/1667088160474681345 https://note.com/mierune/n/n02e261e96f25 ࠃͷ ࣗવݴޠॲཧऀ։ൃऀ
໊ͷίϛϡχςΟ
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ݴޠ ˣ ਤɾՄࢹԽ
©︎ 0QFO4USFFU.BQDPOUSJCVUPST デイリーポータルZ, https://dailyportalz.jp/kiji/reading-dictionary
©︎ 0QFO4USFFU.BQDPOUSJCVUPST デイリーポータルZ, https://dailyportalz.jp/kiji/reading-dictionary ਫɿ͋ͱɺࣙయ͕͖ͳਓɺ ɹɹɹՋͳ࣌ʹάʔάϧϚοϓݟΔઆɻ ଜɿݟ·͢Ͷʂ Ҵɿ࣮ɺਤ ɹɹʮݱ࣮ͷͷΛͳΔ͚ͩਖ਼֬ʹॻ͖ࣸͯ͠ɺ
ɹɹɹͲͷΑ͏ʹ·ͱΊͯදݱ͢Δͷ͔ʯ ɹɹɹͱ͍͏ͱ͜Ζɺ ɹɹɹࣙయͱڞ௨͢Δͱ͜Ζ͕͋ΔΜͰ͢ΑͶɻ ˞ڧௐҾ༻ऀ
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ਓྨʹΑΔʮࢹ֮Խʯͷྺ࢙ ϑϨϯυϦʔˍΣΠφʔ ʰσʔλࢹ֮Խͷਓྨ࢙ʱ ʢ൧ౢوࢠ༁ʣʢ੨ࣾ ʣ ϥείʔಎ۸ͷนըʢສલͱਪఆʣ ग़య1SPGTBYY8JLJNFEJB lྺ࢙Λ௨ͯ͡ɺਓʑͷߟ͑ݱ
ࡾͭͷܗଶͰදݱ͞Ε͖ͯͨɻ ͢ͳΘͪɺݴ༿ɺࣈɺͦͯ͠ਤͰ͋Δɻz ʢQ ڧௐҾ༻ऀʣ l࣌Λ͞ΒʹਐΊΔͱɺࢹ֮Խͷ࣍ͷൃలظɺ ࠓͰਤදͱ͔ॳظͷਤͱݺΕ͍ͯΔͷ ֆͰදݱ͞Ε͍ͯͳ͕ΒநతͳใΛද͍ͯ͠Δ Ͱىͬͨ͜ɻz ʢQ ڧௐҾ༻ऀʣ ΞφΫγϚϯυϩεʹΑΔੈքਤ لݩલࠒʢਤ࠶ݱʣ ग़య#JCJ4BJOU1BVM8JLJNFEJB
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ʮਤʯͱʮจࣈʯ एྛ๕थʰਤͷਐԽʱ ʢݩࣾ ʣ lόϏϩχΞͷ೪൘ਤͰจࣈ͕ఴ͑ΒΕ͍͕ͯͨɺ ਤจࣈ͕ੜ͢ΔҎલ͔Βଘࡏͨ͠ͱߟ͑ΒΕΔɻ ʢதུʣ લड़ͷϕυϦʔφਤ͕ඳ͔Εͨ੨ಔث࣌ʹɺ
ϝιϙλϛΞͳͲͰจࣈͷ༻ΈΒΕͨͷͷɺ ΧϞχΧܢ୩ͷؠֆʹจࣈΒ͖͠ͷؚ·Ε͍ͯͳ͍ɻ ͜Εɺจࣈͷ༻ʹઌͩͬͯඳ͔Εͨ͜ͱΛ͍ࣔࠦͯ͠Δɻ ɹ͔͠͠ɺϕυϦʔφਤʹਓՈΛֆจࣈʢϐΫτάϥϜʣ ͷΑ͏ͳ༷ࣜԽ͞Εͨه߸Ͱඳ͍ͨ෦͋Δɻ ֆจࣈ͔Βදҙه߸ͱల։ͨ͠ͷ͕ จࣈͷҰͭͷൃୡܥྻͩͱ͢Εɺ จࣈͱਤه߸͕ಉ͡ىݯΛ࣋ͭͱߟ͑ͯΑ͍͔͠Εͳ͍ɻz ʢQ ڧௐҾ༻ऀʣ
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ࢲͷڵຯʮࢥߟͷͨΊͷಓ۩ʯ ݴޠɺਤɺࢥߟͷͨΊͷಓ۩Ͱ͠ΐ͏ɻ ਓؒͷೝɺͦͷਓମߏʹΑ੍ͬͯ͞Ε͍ͯ·͢ɻ ͦΕͰɺಓ۩֓೦ʹΑΓɺ͜Ε·Ͱߟ͑ΒΕͳ͔ͬͨ͜ͱΛࢥߟͰ͖·͢ɻ ͦͯ͠ίϯϐϡʔλʔlಓ۩Λ࡞Δಓ۩zͰ͋ΓɺͦͷՄೳੑՌͯ͠ͳ͍ͷͰ͢ɻ ݱʹ͓͍ͯίϯϐϡʔλʔະͩʮࢴͱϖϯʯ͔ΒͳΔੈքͷԆʹ͋Γ·͢ɻ
͔͜͠͠ͷϝλϝσ ΟΞͨΔஔͷදݱྗΛɺͦͷ฿ʹཹΊ͓ͯ͘ඞཁͳ͍Ͱ͠ΐ͏ɻ ੈلɺ࠷ॳظͷөըͰΧϝϥݻఆ͞Εɺ ͦΕʮ٬੮͔Β؍ΔԋܶʯͷԆʹ͋Γ·ͨ͠ɻ ͦΕΛܦͯੈلʹɺө૾͔ͩΒͦ͜Մೳͳɺ৽͍͠දݱ͕ൃ໌͞Ε͖ͯͨΘ͚Ͱ͢ɻ ίϯϐϡʔλʔʹΑΔදݱಉ༷ʹɺ͜Ε͔Βժਧ͘ͷ͕ଟ͋͘Δͱࢥ͍·͢ɻ 参考: 8万時間で自転車をつくる - メンバー紹介 久本|Legalscape|note
©︎ 0QFO4USFFU.BQDPOUSJCVUPST झຯͰɺՄࢹԽΛ͍ͬͯͨ ਤ"NFMJB8BUUFOCFSHFSl'VMMTUBDL%BOE%BUB7JTVBMJ[BUJPOzΛֶΜͰ͍ͨ࣌ͷश࡞
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ͢Δͱɺ͓ͷͣͱਤڵຯΛ๊͘
©︎ 0QFO4USFFU.BQDPOUSJCVUPST w ੈلϩϯυϯͷίϨϥେൃੜ w ࣌ͷՊֶࣝͰછϝΧχζϜෆ໌ w ҩࢣεϊɺױऀΛਤ্ࣔ͠ɺ ʮ͋ΔҪށͷपғʹײછऀ͕ଟ͍ʯ
ͱͷ૬ؔΛൃݟ w σʔλՄࢹԽͷઌۦ͚ https://ja.wikipedia.org/wiki/ファイル:Snow-cholera-map-1.jpg δϣϯɾεϊͷίϨϥਤ
https://data-viz-manabiba.visualizing.jp/
©︎ 0QFO4USFFU.BQDPOUSJCVUPST https://twitter.com/yuichy02/status/1427289049518149640 ˞ݱࡏ׆ಈٳࢭ
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ւಓͰɺ .*&36/&ͱ͍͏ ਤͱՄࢹԽͷձࣾΛ ͬͯ·͢ ͦͷσʔλՄࢹԽίϛϡχςΟʹͯ !:GVSV
©︎ 0QFO4USFFU.BQDPOUSJCVUPST .*&36/&ͷษڧձಓഁΓͩοʂ https://speakerdeck.com/sorami/mierune-meetup-mini-number-01
https://speakerdeck.com/sorami/mierune-meetup-mini-number-04 ͦͯ͠.*&36/&δϣΠϯ Ҡॅ
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ͦͦ.*&36/& lΦʔϓϯιʔεͷίϛϡχςΟz ͔Βੜ·Εͨձࣾ
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