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Pythonによる可視化まわりの話 〜Bokehを使ってみた〜
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tsurubee
September 02, 2017
Programming
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Pythonによる可視化まわりの話 〜Bokehを使ってみた〜
Matplotlib/seaborn/Bokeh
tsurubee
September 02, 2017
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Transcript
PythonʹΑΔ Մ ࢹ Խ ·ΘΓͷ 1Z'VLVPLB
ࣗݾհ Խֶͷम࢜߸Λऔಘ ాʢͭΔͨʣ 5XJUUFS!UTVSVCFF ΤϯδχΞྺϲ݄ ফ࢜ʹͳΔʢফୂɾٹٸୂɾՐࡂௐࠪ൝ʣ *5ΤϯδχΞʹస৬ʢ݄ʙʣ ʻܦྺʼ ܦྺ
ࠓճͷ༰ n1ZUIPOʹΑΔՄࢹԽͷجૅ ɾ.BUQMPUMJC ɾTFBCPSO nରܕՄࢹԽڥͷߏங ɾ#PLFI nσϞ
1ZUIPOʹΑΔ ՄࢹԽͷجૅ
Ø 1ZUIPOՄࢹԽϥΠϒϥϦͷσϑΝΫτελϯμʔυ Ø ."5-"#ʹࣅͨϓϩοτΠϯλʔϑΣʔε Ø NBUQMPUMJC *1ZUIPOֶ͕ज़Ͱ͘ར༻͞Ε͍ͯΔ Ø /VN1Zɾ1BOEBTͱͷੑ͕ߴ͍ import
matplotlib.pyplot as plt import numpy as np %matplotlib inline x = np.linspace(0, 2 * np.pi, 100) y = np.sin(x) plt.plot(x, y)
TFBCPSO Ø NBUQMPUMJCϕʔεͷ౷ܭσʔλՄࢹԽϥΠϒϥϦ Ø ͖Ε͍ͳάϥϑΛ؆୯ʹ࡞ΕΔ Ø ౷ܭղੳʹඇৗʹ༗༻ import matplotlib.pyplot as
plt import numpy as np import seaborn as sns %matplotlib inline x = np.linspace(0, 2 * np.pi, 100) y = np.sin(x) plt.plot(x, y) Ճ
TFBCPSO ՄࢹԽɾղੳҰମܕͷؔΛఏڙ sns.jointplot(x="total_bill", y="tip", data=tips) sns.regplot(x="total_bill", y="tip", data=tips)
ରܕՄࢹԽڥ ͷߏங
#PLFIͱʁ IUUQTCPLFIQZEBUBPSHFOMBUFTU ɾ*OUFSBDUJWFWJTVBMJ[FUJPO ɾ/PWFMHSBQIJDT ɾ4USFBNJOH EZOBNJD MBSHFEBUB ɾ/POFFEUPXSJUF+BWBTDSJQU ϒϥβ্Ͱ๛ͳػೳͷରܕՄࢹԽڥΛ ఏڙ͢Δ1ZUIPOϥΠϒϥϦ
#PLFIͷΈ IUUQTXXXTMJEFTIBSFOFUDPOUJOVVNJPIBTTM FGSFFEBUBTDJFODFBQQTXJUICPLFIXFCJOBS "MM1ZUIPOʂ /P)5.- $44 +4ʂ
σϞ
ϏοτίΠϯՁ֨ͷϦΞϧλΠϜՄࢹԽ IUUQTCJUDPJODIBSUTDPNNBSLFUT
͍͞͝ʹ #PLFIָ͍͠ʂ ϑϩϯτͷ͍ࣝΒͳ͍͔ΒϥΫʂ ࠓޙɾɾ #PLFIͷϦΞϧλΠϜՄࢹԽͱ ౷ܭతҟৗݕٕज़Λͬͨπʔϧ ͷ։ൃத
͝ਗ਼ௌ͋Γ͕ͱ͏ ͍͟͝·ͨ͠ʂ