使用Datapane制作数据报告#
Using Datapane to build shareable reports
pip install datapane
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Building wheels for collected packages: stringcase, bokeh, retrying
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Installing collected packages: altair, orderedmultidict, furl, importlib-resources, click-spinner, pyarrow, dacite, stringcase, colorlog, retrying, plotly, pillow, packaging, bokeh, validators, requests-toolbelt, branca, folium, async-generator, nest-asyncio, jupyter-client, nbclient, jupyterlab-pygments, nbconvert, pytoml, flit-core, lxml, munch, datapane
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Note: you may need to restart the kernel to use updated packages.
import pandas as pd
import altair as alt
import datapane as dp
df = pd.read_csv('https://query1.finance.yahoo.com/v7/finance/download/GOOG?period2=1585222905&interval=1mo&events=history')
chart = alt.Chart(df).encode(
x='Date:T',
y='Open'
).mark_line().interactive()
r = dp.Report(dp.Table(df), dp.Plot(chart))
r.save(path='report.html', open=True)