I am using folium
to create a choropleth map of a set of countries. I am following the documentation. However. for some reason the map doesn't show any shades. I am using the world geojson from natural earth (see the gist).
My dataframe looks like:
>>> spatial_scores.head()
Out[1]:
id Country Score
PER Peru 2.810300
HND Honduras 2.734521
GUF French Guiana 2.730886
SLV El Salvador 2.473134
CRI Costa Rica 2.454963
The world geojson looks like:
>>> world_json['features'][0]['id']
Out [2]:
u'AFG'
The relevant portions of the choropleth codes are as below:
map1 = folium.Map(location=[-15., -60], zoom_start=4)
map1.geo_json(geo_path=world_json_path,
data_out='data.json',
data=spatial_scores,
columns=['id', 'Score'],
threshold_scale=[0, 1, 2, 3, 4],
key_on='features.id',
fill_color='BuPu', fill_opacity=0.7, line_opacity=0.5,
legend_name='Score')
map1.create_map('./Scores.html')
However, am not getting any choropleth result and left with just the base country map as below
Is there something I am doing wrong?
[Edit]
I figured out the problem. To plot the choropleth
I needed to keep only those keys in the geojson
which were also in my data frame.
merged = gdf.merge(spatial_scores, left_on='name', right_on='Country')
spatial_gdf = gpd.GeoDataFrame(merged.iloc[:, [0, 1]])
data_df = merged.iloc[:, [2, 3, 4]]