Step#
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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | 1972 | 7.420710 | 13.214594 | 60.4 | 29.810221 | 10.558962 | 36.6 | 14.9 | 73.554520 | 1.2 | 63.664263 | 74.6 | 76.9 | 40.2 | 14.8 | 47.6 | 62.6 | 36.1 |
36 | 2006 | 46.790300 | 44.499331 | 61.6 | 60.172845 | 49.210914 | 63.0 | 18.6 | 78.686306 | 16.8 | 68.297594 | 69.6 | 85.9 | 44.1 | 40.8 | 77.4 | 81.2 | 49.8 |
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 |
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 |
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 |
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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