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地図と可視化とコミュニティ(それと言語) / Data Visualization Japan Meetup 2022
データ可視化ショーケースイベント Data Visualization Japan Meetup 2022 | Peatix / https://peatix.com/event/3452708
動画: https://www.youtube.com/watch?v=Zu5oBYY7M0Y
Sorami Shiromizu
December 28, 2022
Transcript
68 slides
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©︎ 0QFO4USFFU.BQDPOUSJCVUPST ࣗવݴޠॲཧ ʢ/-1 /BUVSBM-BOHVBHF1SPDFTTJOHʣ ίϯϐϡʔλʔͰʮਓؒͷ͜ͱʯΛѻ͏ٕज़ ػց༁ จॻݕࡧ
νϟοτϘοτ ͔ͳࣈมɺʜ ࢲͷʜ ͱͱɺࣗવݴޠॲཧΛͬͯ·ͨ͠ ᔹ্ҁࢠ͞ΜʹΑΔࡢͷ͝ൃද ʮ*#%ױऀ͞Μͷχʔζͱʁ4/4Λ༻͍ͨੳʯ Ͱ/-1ٕज़͕׆༻͞Ε͍ͯ·ͨ͠ʂ -
©︎ 0QFO4USFFU.BQDPOUSJCVUPST ػց༁Ϟσϧͷ߈ܸ δϣϯζɾϗϓΩϯζେֶ Ϟσϧͷֶशσʔλɺσʔλ͕উखʹΘΕ͍ͯͳ͍͔z߈ܸzͯ͠ਪଌ Transactions of the Association
for Computational Linguistics https://speakerdeck.com/sorami/ -
©︎ 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 https://adamwiggins.com/making-computers-better/interact ".BUVTDIBL./JFMTFO l)PXDBOXFEFWFMPQ USBOTGPSNBUJWFUPPMTGPSUIPVHIU z "EBN8JHHJOT
lNBLJOHDPNQVUFSTCFUUFS IPXXFJOUFSBDUXJUIPVSUPPMTz https://numinous.productions/ttft/ -
δϣϯɾεϊͷίϨϥਤ w ੈلϩϯυϯͷίϨϥେൃੜ w ࣌ͷՊֶࣝͰછϝΧχζϜෆ໌ w ҩࢣεϊɺױऀΛਤ্ࣔ͠ɺ ʮ͋ΔҪށͷपғʹײછऀ͕ଟ͍ʯ
ͱͷ૬ؔΛൃݟ w σʔλՄࢹԽͷઌۦ͚ https://ja.wikipedia.org/wiki/ファイル:Snow-cholera-map-1.jpg -
ΤϧϯετɾϔοέϧʹΑΔՄࢹԽ ࡢͷࡾத৴͞ΜʹΑΔ͝ൃද ʮՄࢹԽͱମܥԽͷྺ࢙ɿαΠΤϯεͱΞʔτΛ·͍ͨͰʯͰհ͞Ε͍ͯ·ͨ͠ The History of Creation, Vol. 2
(of 2) by Ernst Haeckel, Project Gutenberg https://www.gutenberg.org/ebooks/40473 -
©︎ 1SPKFDU1-"5&"6.-*5+BQBO https://www.openstreetmap.org/ 0QFO4USFFU.BQd w ʮਤͷ8JLJQFEJBʯ w ੈքਤΛ࡞Δڞಉ࡞ۀϓϩδΣΫτ w ਓಓతࢧԉʹ׆༻
w )05ʢ)VNBOJUBSJBO04.5FBNʣ w ࡂҬΛϚοϐϯά͠ࢧԉܭը׆༻ɺ w ଟ͘ͷେاۀར༻ɺͦͯ͠ߩݙ w "QQMF .FUB "NB[PO .JDSPTPGU ʜ w ৫Խ͞ΕͨฤूνʔϜΛཁ͢Δاۀ IUUQTXJLJPQFOTUSFFUNBQPSHXJLJ$BUFHPSZ0SHBOJTFE@&EJUJOH@5FBNT -
©︎ 1SPKFDU1-"5&"6.-*5+BQBO 1FPQMF.BQPG+BQBO ໊Λग़ਓʹஔ͖͑ͨਤ ࢢ۠ொଜ͝ͱʹɺ8JLJQFEJBͰΞΫηε࠷ଟͷग़ਓϖʔδ https://sorami.dev/2021/people-map-japan/ ݩωλՄࢹԽ8FCϝσΟΞʮ5IF1VEEJOHʯͷɹɹ ɹɹl1FPQMF.BQPG646,zIUUQTQVEEJOHDPPMQFPQMFNBQ
Φʔϓϯσʔλ8JLJQFEJB 0QFO4USFFU.BQ Φʔϓϯιʔε.BQ-JCSF 4WFMUF FUD ͦͯ͠ɺٕज़͕ͳʹΘ͔Βͳ͍தɺ ઌਓΒͷهࣄจݙʹͱͯॿ͚ΒΕͨ -
©︎ 1SPKFDU1-"5&"6.-*5+BQBO )0,,"*%-& ւಓͷ࣏ࣗମΛͯΔήʔϜɻւಓҠॅ͍ษڧΛ݉Ͷͯ࡞ ୯ޠͯήʔϜʮ803%-&ʯʹΠϯεύΠΞ͞Εͨ https://sorami.dev/hokkaidle ࠃަলʮࠃใʯɺ εϚʔτχϡʔεɾϝσΟΞݚڀॴͷԮݪथ͞Μݱ(PPHMF/FXT-BC ͕·ͱΊͨ
ʮࢢ۠ொଜɾબڍ۠ܗσʔλʯΛར༻ https://smartnews-smri.com/research/research-757/ Ԯݪ͞Μɺ%BUB7JTVBMJ[BUJPO+BQBONFFUVQͰ͝ൃද͞Ε͍ͯ·ͨ͠ ʮ৽ܕίϩφͷಛઃαΠτ͔ΒݟΔใಓͱσʔλՄࢹԽʯ ʮσʔλՄࢹԽΛ࣠ͱͨ͠ΦʔϓϯδϟʔφϦζϜͷ࣮ફʯ -
©︎ 1SPKFDU1-"5&"6.-*5+BQBO +BQBOFTFGSPN)PLLBJEPUP0LJOBXB ຊͷ࣏ࣗମਓޱΛʮҢʢೆʣʯʹϓϩοτ https://observablehq.com/@sorami/japanese-from-hokkaido-to-okinawa ίϛϡχςΟͰͷࣗવൃੜίϥϘͷࣀ +#BLFS ΧϦϑΥϧχΞभ ݩͷΞΠσΞˠ #4DINJEU
χϡʔϤʔΫभ ˠ܊Ͱͷ৭͚ˠ +#MPN Φϥϯμ ˠͷϥϕϧ༩ˠ https://twitter.com/observablehq/status/1561787684141637636 -
©︎ 1SPKFDU1-"5&"6.-*5+BQBO +BQBOFTFGSPN)PLLBJEPUP0LJOBXB ຊͷ࣏ࣗମਓޱΛʮҢʢೆʣʯʹϓϩοτ https://observablehq.com/@sorami/japanese-from-hokkaido-to-okinawa ίϛϡχςΟͰͷࣗવൃੜίϥϘͷࣀ +#BLFS ΧϦϑΥϧχΞभ ݩͷΞΠσΞˠ #4DINJEU
χϡʔϤʔΫभ ˠ܊Ͱͷ৭͚ˠ +#MPN Φϥϯμ ˠͷΩϟϓγϣϯˠ ࡢͷྛঘ๕͞ΜʹΑΔ͝ൃදɺ ʰʮ၆ᛌʯՄࢹԽ͕ใ୳ࡧɾੳΛม͑Δʱ Ͱհ͞Ε͍ͯͨํ IUUQTTQFBLFSEFDLDPNIBZBUBLBGVLBOLFTIJIVBHBRJOHCBPUBOTVPGFOYJXPCJBOFSV /:େͷྺֶ࢙ڭतˠใՄࢹԽελʔτΞοϓʮ/PNJDʯ -
©︎ 1SPKFDU1-"5&"6.-*5+BQBO େܒथ͞Μ/"*45ॿڭ ਤͱݴޠͷ༥߹͚ͯd https://speakerdeck.com/hiroki13/wen-zhang-nonakanodi-li-kong-jian-di-li-kong-jian-qing-bao-ke-xue-gis- tozi-ran-yan-yu-chu-li-nlp-norong-he-hexiang-kete-c41f1d81-1397-4df0-888d-370f0583597e ࢲͱདྷͷݚڀऀ༑ୡ ࢲ͕.*&36/&ҠΔλΠϛϯάͰ
ͨ·ͨ·ʢʂʣɺ ਤYݴޠͷணΛಘͯՊݚඅ֫ಘ ݱࡏ/"*45ͱ.*&36/&Ͱ ʮਤYݴޠษڧձʯΛఆظ։࠵த