Created
June 2, 2020 12:50
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Meteors
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#In the code below I tried to use customdata to make hovertemplate, but in this case on visualization it shows only data from the first row everywhere. I believe there should be function, but don't know how to implement it. | |
import plotly.express as px | |
import plotly.graph_objs as go | |
import pandas as pd | |
rows=[['501-600','15','122.58333','45.36667','slategray'], | |
['till 500','4','12.5','27.5','teal'], | |
['more 1001','41','-115.53333','38.08','whitesmoke'], | |
] | |
colmns=['bins','data','longitude','latitude','color'] | |
df=pd.DataFrame(data=rows, columns=colmns) | |
df = df.astype({"data": int}) | |
# df['colors'] = pd.cut(df['bins'], ['501-600', 'till 500', 'more 1001', 1950, 2100], | |
# labels=['till 1810', '1811-1880', '1881-1950', 'more than 1950']) | |
# fig=px.scatter_geo(df,lon='longitude', lat='latitude', | |
# color='bins', | |
# opacity=0.5, | |
# size='data', | |
# projection="natural earth") | |
# | |
# new_customdata = df.loc[:,('bins', 'data')] | |
# fig.update_traces(go.Scattergeo( | |
# customdata=new_customdata, | |
# hovertemplate="<b>%{customdata[0]} </b><br><br>" + \ | |
# "blablabla: %{customdata[1]: .3f}<extra></extra>")) | |
fig = go.Figure(data=go.Scattergeo( | |
lon = df['longitude'], | |
lat = df['latitude'], | |
mode = 'markers', | |
marker_size=df['data'], | |
marker=dict( | |
# size=df_sub['pop'] / scale, | |
color=df['color'], | |
line_color='rgb(40,40,40)', | |
line_width=0.5, | |
sizemode='area' | |
), | |
customdata = df, | |
hovertemplate="<b>%{customdata[0]} </b><br><br>blablabla: %{customdata[1]: .3f}<extra></extra>" | |
)) | |
fig.show() |
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