Step#
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import hvplot.pandas # noqa
step
can be used pretty much anytime line might be used and has many of the same options available.
from bokeh.sampledata.degrees import data as deg
deg.sample(n=5)
Year | Agriculture | Architecture | Art and Performance | Biology | Business | Communications and Journalism | Computer Science | Education | Engineering | English | Foreign Languages | Health Professions | Math and Statistics | Physical Sciences | Psychology | Public Administration | Social Sciences and History | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | 1990 | 32.703444 | 40.824047 | 62.6 | 50.818094 | 47.200851 | 60.8 | 29.4 | 78.866859 | 14.1 | 66.921902 | 71.2 | 83.9 | 47.3 | 31.6 | 72.6 | 77.6 | 45.1 |
16 | 1986 | 31.198719 | 37.240223 | 62.1 | 48.300678 | 46.532915 | 60.0 | 34.7 | 76.143015 | 13.9 | 65.982561 | 71.2 | 85.7 | 46.7 | 28.4 | 69.0 | 75.7 | 44.0 |
38 | 2008 | 47.570834 | 42.711730 | 60.7 | 59.305765 | 48.888027 | 62.4 | 17.8 | 79.196327 | 16.5 | 67.594028 | 70.2 | 85.2 | 43.3 | 40.7 | 77.2 | 81.7 | 49.4 |
14 | 1984 | 31.092947 | 35.453083 | 62.1 | 47.669083 | 45.124030 | 59.1 | 36.8 | 75.869116 | 13.5 | 65.749862 | 72.1 | 85.1 | 46.2 | 28.0 | 68.2 | 75.9 | 44.1 |
40 | 2010 | 48.730042 | 42.066721 | 61.3 | 59.010255 | 48.757988 | 62.5 | 17.6 | 79.618625 | 17.2 | 67.928106 | 69.0 | 85.0 | 43.1 | 40.2 | 77.0 | 81.7 | 49.3 |
deg.hvplot.step(x='Year', y=['Art and Performance', 'Business', 'Biology', 'Education', 'Computer Science'],
value_label='% of Degrees Earned by Women', legend='top', height=500, width=620)
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Download this notebook from GitHub (right-click to download).