Jupyterでダッシュボードを簡単に作る！

by yujikawa

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+VQZUFSͰ෼ੳμογϡϘʔυΛ؆୯ʹ࡞Δʂ ՄࢹԽϥΠϒϥϦ͕͍ͬͺ͍͋ͬͯ๻͸΋͏ർΕͨΑ Ώ͔͡Θ!ZVKJLBXB@QZ

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ࣗݾ঺հ :VKJ,BXBLBNJʢΏ͔͡Θʣ ZVKJLBXBQZ ZVKJLBXB@QZ

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ՄࢹԽϥΠϒϥϦ͸ଟ͍ NBUQMPUMJC TFBCPSO CPLFI ͜ͷଞʹ΋͍ͬͺ͍͋Δʜ CHQMPU QMPUMZ BMUBJS

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Θ͕··ͳ๻ NBUQMPUMJC΋͍͍͚Ͳ TFBCPSOͷํ͕͔͍͍͚ͬ͜Ͳ CPLFIͷํ͕ର࿩ࣜͰྑͦ͞͏ͩ͠ ͋ΕʁQMPUMZ΋ྑ͛͞͡ΌΜ Ͱ΋શ෦ॻ͖ํ֮͑Δͷ໘౗ʜ ͍ͭͰʹμογϡϘʔυ΋ָʹ ΋͸΍+VQZUFS͚ͩͰղܾ͍ͨ͠

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ർΕ͍ͯΔͦΜͳ͋ͳͨʹ

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http://holoviews.org/#

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NBUQMPUMJCɺCPLFIɺQMPUMZΛϥοϓͨ͠ՄࢹԽϥΠϒϥϦ ಉ͡ॻ͖ํͰͦΕͧΕͷϥΠϒϥϦͰͷՄࢹԽ͕ՄೳʹͳΔ import holoviews as hv hv.Scatter(df, kdims='INDUS', vdims='NOX') #ࢄ෍ਤ NBUQMPUMJC CPLFI QMPUMZ

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)PMP7JFXTͷΠϯετʔϧ QJQJOTUBMMIPMPWJFXT ؆୯ʂʂ

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https://voila.readthedocs.io/en/stable/

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ಡΈํ͸ʮϰΥΞϥʯ+VQZUFS/PUFCPPLͷ಺༰Λͦͷ·· %BTICPBSEʹͰ͖ΔϥΠϒϥϦʔ IUUQTHJUIVCDPN WPJMBEBTICPBSETWPJMB +VQZUFS/PUFCPPLͰಈ͘΋ͷͰ͋Ε͹%BTICPBSEʹͰ͖ Δͱ͍͏͜ͱͰ3ͳͲͰ΋͍͚Δ͸ͣ ৄࡉͳϒϩάɿIUUQTCMPHKVQZUFSPSHBOE WPJM$"GBDBB αϯϓϧɿIUUQTWPJMBHBMMFSZPSHTFSWJDFTHBMMFSZ

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7PJMBͷΠϯετʔϧ QJQJOTUBMMWPJMB ˙+VQZUFS-BCͰϓϨϏϡʔද͍ࣔͨ͠৔߹ͷ֦ுػೳ KVQZUFSMBCFYUFOTJPOJOTUBMM!KVQZUFSWPJMBKVQZUFSMBC QSFWJFX

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%&.0 ඦฉ͸Ұݟʹ͔ͣ͠ ࣮ࡍʹͲΜͳײ͡ͳͷ͔ݟͯΈ·͠ΐ͏

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)PMPWJFXT IPMPWJFXTΛΠϯϙʔτ͠·͢ FYUFOTJPOؔ਺Ͱಈ͔͍ͨ͠ϥΠϒϥϦΛࢦఆͰ͖·͢

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)PMPWJFXT άϥϑಉ࢜Λ଍͠ࢉ͢Δͱෳ਺ͷάϥϑΛฒ΂Δ͜ͱ͕Ͱ͖·͢

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)PMPWJFXT άϥϑಉ࢜Λֻ͚ࢉ͢Δͱෳ਺ͷάϥϑΛॏͶΔ͜ͱ͕Ͱ͖·͢

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WPJMB +VQZUFS/PUFCPPLͰग़ྗͨ݁͠Ռ͕ͦͷ··μογϡϘʔυͱͯ͠ग़ྗͰ͖Δ

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WPJMB +VQZUFS4FSWFSʹ֦ுͰ͖ΔͨΊɺ63-ʹWPJMBͱೖΕΔͱμογϡϘʔυͷҰ ཡ͕ݟΒΕΔ

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·ͱΊ )PMP7JFXTΛ࢖͏͜ͱͰɺෳ਺ͷՄࢹԽϥΠϒϥϦʔΛ؆ ୯ʹ࢖͑ΔΑ͏ʹͳΔɻෳ਺ͷϥΠϒϥϦͷॻ͖ํΛ֮͑ͳ ͯ͘ࡁΉͷͰؾ࣋ͪతʹָʹͳΔɻ ͞Βʹ7PJMBΛ࢖͏͜ͱͰ+VQZUFSOPUFCPPLͰॻ͍ͨ΋ͷ͕ ͦͷ··μογϡϘʔυʹ࢖͑ΔͷͰɺͱͬͯ΋ָͪΜ

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͝੩ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠