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Map of Flights Taken
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fig = plt.figure(figsize=(18,12)) | |
# Plotting across the international dateline is tough. One option is to break up flights | |
# by hemisphere. Otherwise, you'd need to plot using a different projection like 'robin' | |
# and potentially center on the Int'l Dateline (lon_0=-180) | |
# flights = flights[(flights.startlon < 0) & (flights.endlon < 0)]# Western Hemisphere Flights | |
# flights = flights[(flights.startlon > 0) & (flights.endlon > 0)] # Eastern Hemisphere Flights | |
xbuf = 0.2 | |
ybuf = 0.35 | |
minlat = np.min([flights.endlat.min(), flights.startlat.min()]) | |
minlon = np.min([flights.endlon.min(), flights.startlon.min()]) | |
maxlat = np.max([flights.endlat.max(), flights.startlat.max()]) | |
maxlon = np.max([flights.endlon.max(), flights.startlon.max()]) | |
width = maxlon - minlon | |
height = maxlat - minlat | |
m = Basemap(llcrnrlon=minlon - width* xbuf, | |
llcrnrlat=minlat - height*ybuf, | |
urcrnrlon=maxlon + width* xbuf, | |
urcrnrlat=maxlat + height*ybuf, | |
projection='merc', | |
resolution='l', | |
lat_0=minlat + height/2, | |
lon_0=minlon + width/2,) | |
) | |
m.drawmapboundary(fill_color='#EBF4FA') | |
m.drawcoastlines() | |
m.drawstates() | |
m.drawcountries() | |
m.fillcontinents() | |
for idx, f in flights.iterrows(): | |
m.drawgreatcircle(f.startlon, f.startlat, f.endlon, f.endlat, linewidth=3, alpha=0.4, color='b' ) | |
m.plot(*m(f.startlon, f.startlat), color='g', alpha=0.8, marker='o') | |
m.plot(*m(f.endlon, f.endlat), color='r', alpha=0.5, marker='o' ) | |
fig.text(0.125, 0.18, "Data collected from 2012-2014 on Android 4.2-4.4\nPlotted using Python, Basemap", | |
ha='left', color='#555555', style='italic') | |
fig.text(0.125, 0.15, "BeneathData.com", color='#555555', fontsize=16, ha='left') | |
plt.savefig('flights.png', dpi=150, frameon=False, transparent=False, bbox_inches='tight', pad_inches=0.2) |
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