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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 | 2009 | 48.667224 | 43.348921 | 61.0 | 58.489583 | 48.840474 | 62.8 | 18.1 | 79.532909 | 16.8 | 67.969792 | 69.3 | 85.1 | 43.3 | 40.7 | 77.1 | 82.0 | 49.4 |
29 | 1999 | 42.887202 | 38.631529 | 59.2 | 58.228823 | 49.810208 | 61.2 | 28.1 | 75.838162 | 18.6 | 67.820221 | 70.9 | 83.5 | 47.8 | 40.2 | 76.5 | 81.1 | 51.2 |
26 | 1996 | 38.969775 | 35.926485 | 58.6 | 53.789880 | 48.647393 | 58.7 | 27.1 | 75.035199 | 16.7 | 66.437779 | 69.7 | 81.3 | 46.4 | 37.3 | 73.9 | 79.8 | 48.7 |
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 |
32 | 2002 | 47.134658 | 41.132951 | 60.9 | 61.895128 | 50.552335 | 63.7 | 27.0 | 78.644244 | 18.7 | 68.829960 | 70.5 | 85.8 | 45.7 | 41.1 | 77.7 | 81.3 | 51.5 |
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).