[英]How to add second y-axis to the bar chart? Altair
I have a DataFrame:我有一个 DataFrame:
EMOJI PERCENT_TEXT PERCENT combined
0 😂 23.1% 23.1 😂 23.1%
1 🥊 5.7% 5.7 🥊 5.7%
2 👊 3.5% 3.5 👊 3.5%
3 👏 3.0% 3.0 👏 3.0%
4 💪 2.5% 2.5 💪 2.5%
5 🇮🇪 2.4% 2.4 🇮🇪 2.4%
My code is below:我的代码如下:
bars = alt.Chart(percentages_df).mark_bar(color='orange').encode(
alt.X('PERCENT:Q',axis=None),
alt.Y('combined:N', sort='-x', title=None)
).configure_view(strokeOpacity=0).configure_axis(
# remove axis line
grid=False, domain=False,ticks=False
)
But the chart I created is not what I expected.但是我创建的图表不是我所期望的。
I want to create a bar chart by Altair with two y-axis labels, like this:我想用 Altair 创建一个带有两个 y 轴标签的条形图,如下所示:
Should I use layer to generate this chart?我应该使用层来生成这个图表吗? If so, how to generate layers of two y-axis labels?如果是这样,如何生成两个 y 轴标签的层? If not, what should I use to generate it?如果没有,我应该用什么来生成它? Thanks!谢谢!
I don't know of any easy way to create two distinct sets of axis labels, but you can roughly accomplish the alignment you want by adjusting axis label properties.我不知道有什么简单的方法可以创建两组不同的轴标签,但是您可以通过调整轴 label 属性大致完成您想要的 alignment 。
I also changed the chart to create the combined label using a transform:我还更改了图表以使用转换创建组合 label:
import pandas as pd
import altair as alt
percentages_df = pd.DataFrame({
'EMOJI': ['😂', '🥊', '👊', '👏', '💪', '🇮🇪'],
'PERCENT': [23.1, 5.7, 3.5, 3.0, 2.5, 2.4]
})
alt.Chart(percentages_df).transform_calculate(
combined = alt.datum.EMOJI + ' ' + alt.datum.PERCENT + '%'
).mark_bar(color='orange').encode(
alt.X('PERCENT:Q',axis=None),
alt.Y('combined:N', sort='-x', title=None,
axis=alt.Axis(labelAlign='left', labelPadding=6))
).configure_view(strokeOpacity=0).configure_axis(
# remove axis line
grid=False, domain=False,ticks=False
)
Another option is to concatenate two charts, one of which has no x-encoding:另一种选择是连接两个图表,其中一个没有 x 编码:
import pandas as pd
import altair as alt
percentages_df = pd.DataFrame({
'EMOJI': ['😂', '🥊', '👊', '👏', '💪', '🇮🇪'],
'PERCENT': [23.1, 5.7, 3.5, 3.0, 2.5, 2.4]
})
right = alt.Chart(percentages_df).mark_bar(color='orange').encode(
alt.X('PERCENT:Q',axis=None),
alt.Y('PERCENT:N', sort='-x', title=None)
)
left = alt.Chart(percentages_df).mark_text().encode(
alt.Y('EMOJI:N', sort=alt.EncodingSortField('PERCENT', order="descending"), title=None)
)
alt.hconcat(
left, right
).configure_view(strokeOpacity=0).configure_axis(
# remove axis line
grid=False, domain=False,ticks=False
)
You could also try padding the string you use for labelling with whitespace via rjust
.您也可以尝试通过rjust
填充用于用空格标记的字符串。 For this to work, you have to use a monospace font so that all characters are of equal with:为此,您必须使用等宽字体,以便所有字符都等于:
# With your df above
df['LABEL'] = df['EMOJI'] + df['PERCENT_TEXT'].str.rjust(8)
alt.Chart(df).mark_bar(color='orange').encode(
alt.X('PERCENT:Q',axis=None),
alt.Y('LABEL:N', sort='-x', title=None, axis=alt.Axis(labelFont='Droid Sans Mono'))
).configure_view(strokeOpacity=0).configure_axis(
grid=False, domain=False,ticks=False
)
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