import sys
from mpl_toolkits.basemap import Basemap
from geolite2 import geolite2
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd

read = geolite2.reader()

%matplotlib inline

map = Basemap(
        projection='merc', llcrnrlon=70, llcrnrlat=15,
        urcrnrlon=140, urcrnrlat=55, lat_0=15, lon_0=95, resolution='l')

loc = read.get('223.5.5.5')['location']

loc

{'latitude': 30.2936, 'longitude': 120.1614, 'time_zone': 'Asia/Shanghai'}

x, y = map(loc.get('longitude'), loc.get('latitude'))

map.drawcoastlines()
map.drawcountries()
map.fillcontinents(color='pink')
map.drawmapboundary()
map.plot(x, y, 'bo', markersize=4)

[<matplotlib.lines.Line2D at 0x7f0a7604d7f0>]

df = pd.read_csv('/home/doom/1.csv', skiprows=1)

df = df[pd.notnull(df['IP'])]

read.get('103.208.85.121')

map = Basemap()

map.drawcoastlines()
map.drawcountries()
map.fillcontinents(color='pink')
map.drawmapboundary()

for i in df['IP']:
    try:
        loc = read.get(i)['location']
        x, y = map(loc.get('longitude'), loc.get('latitude'))
        map.plot(x, y, 'bo', markersize=11)
    except Exception as e:
        print("%s: %s" % (i, e))

103.208.85.121: 'NoneType' object is not subscriptable
103.192.207.236: 'NoneType' object is not subscriptable
156.208.205.247: 'NoneType' object is not subscriptable