[英]how to plot bar chart using plotly with color parameter
df=pd.DataFrame({'gender':['F','F','M','M','M','M','M'],
'country':['USA','Belgium','USA','Russia','India','Belgium','Canada'],
'count':[123,421,112,445,21,442,226],
})
gender country count
0 F USA 123
1 F Belgium 421
2 M USA 112
3 M Russia 445
4 M India 21
5 M Belgium 442
6 M Canada 226
I want to plot a bar char that display the above table using Plotly package.我想 plot 使用Plotly package 显示上表的条形字符。 For this i used the code below but it crash and display error:
为此,我使用了下面的代码,但它崩溃并显示错误:
fig = px.histogram(df,x='gender', y='count' ,color =['gender','country'],barmode = 'group')
Error:错误:
ValueError: All arguments should have the same length.
ValueError:所有 arguments 应具有相同的长度。 The length of argument
color
is 2, whereas the length of previously-processed arguments ['gender', 'count'] is 7参数
color
的长度是 2,而之前处理的 arguments ['gender', 'count'] 的长度是 7
expected output:预期 output:
Try either:尝试:
fig = px.histogram(df,x='gender', y='count' ,color ='gender',barmode = 'group')
or或者
fig = px.histogram(df,x='gender', y='count' ,color ='country',barmode = 'group')
It would also help if you could clarify what you are trying to accomplish.如果您能澄清您要完成的工作,这也会有所帮助。 Your data doesn't make much sense.
你的数据没有多大意义。 I'm not exactly sure what you are trying to achieve.
我不确定您要达到的目标。
EDIT: Your clarification didn't help much, but this may be what you're looking for:编辑:您的澄清没有太大帮助,但这可能是您正在寻找的:
fig = px.histogram(df, x='country', y='count', color = 'gender')
or based on your picture或根据您的图片
fig = px.histogram(df, x="gender", y="count",color='country', barmode='group')
according to the documents color parameter takes: Either a name of a column in data_frame, or a pandas Series or array_like object for that i create a Series and assigned to color
根据文档颜色参数采用: data_frame 中的列名称,或者 pandas 系列或 array_like object为此我创建一个系列并分配给
color
the code becomes as below:代码如下:
cat = df[['gender','country']].agg(', '.join, axis=1)
fig = px.histogram(df,x=gender, y='count' ,color = cat,barmode = 'group')
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