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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1970 | 4.229798 | 11.921005 | 59.7 | 29.088363 | 9.064439 | 35.3 | 13.6 | 74.535328 | 0.8 | 65.570923 | 73.8 | 77.1 | 38.0 | 13.8 | 44.4 | 68.4 | 36.8 |
5 | 1975 | 18.333162 | 19.134048 | 60.9 | 34.449902 | 19.686249 | 41.5 | 19.8 | 72.801854 | 3.2 | 61.647206 | 75.0 | 78.9 | 40.7 | 19.1 | 54.5 | 63.0 | 37.7 |
11 | 1981 | 31.318655 | 29.841694 | 63.3 | 45.249512 | 39.266230 | 56.4 | 34.8 | 75.845123 | 11.6 | 65.838322 | 73.9 | 84.1 | 43.2 | 25.7 | 66.9 | 74.7 | 44.6 |
1 | 1971 | 5.452797 | 12.003106 | 59.9 | 29.394403 | 9.503187 | 35.5 | 13.6 | 74.149204 | 1.0 | 64.556485 | 73.9 | 75.5 | 39.0 | 14.9 | 46.2 | 65.5 | 36.2 |
3 | 1973 | 9.653602 | 14.791613 | 60.2 | 31.147915 | 12.804602 | 38.4 | 16.4 | 73.501814 | 1.6 | 62.941502 | 74.9 | 77.4 | 40.9 | 16.5 | 50.4 | 64.3 | 36.4 |
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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