figure(figsize=(10,10))
# çreate the map object with boundaries
id_map = Basemap(llcrnrlon=30, llcrnrlat=-40, # lower left corner
urcrnrlon=155, urcrnrlat=50) # upper right corner
# draw important features
id_map.drawcoastlines(linewidth=.3)
id_map.drawcountries(linewidth=.2)
id_map.fillcontinents(color='0.8') # Light gray
id_map.drawmapboundary()
x1, y1 = id_map(top_100_1['Actor1Geo_Long'].values, top_100_1['Actor1Geo_Lat'].values)
x2, y2 = id_map(top_100_2['Actor1Geo_Long'].values, top_100_2['Actor1Geo_Lat'].values)
# plot material conflict locations
for i in xrange(len(x2)):
id_map.plot(x2[i], y2[i], 'or',
markersize=top_100_2['Material Conflict'].values[i] / 2,
alpha=.3)
# plot verbal conflict locations
for i in xrange(len(x1)):
id_map.plot(x1[i], y1[i], 'oy',
markersize=top_100_1['Verbal Conflict'].values[i] / 2,
alpha=.8)
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