How can I change my scattered box plot in Plotly Python?

Question

How can I change this plot or kind of plot so as to have comparison of gender? Because currently as you can see on the picture boxes in my box plot are scattered.

data=pd.DataFrame({"Sex":["male", "male", "male", "female", "female", "female"], "Credit amount":[2000, 3000, 4000, 2500, 3300, 6000]})

My code:

df_good = data[data["Sex"] == 'male']
df_bad = data[data["Sex"] == 'female']

trace0 = go.Box(
    y=df_good["Credit amount"],
    x=df_good["Sex"],
    name='Male',
    marker=dict(
        color='#3D9970'
    )
)

trace1 = go.Box(
    y=df_bad['Credit amount'],
    x=df_bad['Sex'],
    name='Female',
    marker=dict(
        color='#FF4136'
    )
)
    
data = [trace0, trace1]

layout = go.Layout(
    yaxis=dict(
        title='Checking distribution'
    ),
    boxmode='group'
)
fig = go.Figure(data=data, layout=layout)

py.iplot(fig, filename='box-age-cat')

Answer 1

There are several things you could improve in your code. Not last your choice of names bad/good related to sex. Anyway it looks to me that you want to get something like distplot . Regarding your example you could simply do this:

import pandas as pd
import plotly.express as px
df = pd.DataFrame({"Sex":["male", "male", "male", "female", "female", "female"],
                   "Credit amount":[2000, 3000, 4000, 2500, 3300, 6000]})

fig = px.box(df,
             x="Sex",
             y="Credit amount",
             color="Sex",
             points="all")
fig.show()