我正在嘗試關注Domino實驗室的博客文章,使用Folium創建交互式犯罪地圖。我發現代碼庫太舊而無法運行Folium的Choropleth地圖標記。儘管Domino平臺上的舊版本似乎可行(2015年),但最新的Ipython筆記本無法正常工作。所以我猜大概Folium改變了一些標記?我試圖找到更新,但我找不到它。有人熟悉這個圖書館嗎?如果是這樣,請給我意見。Folium Choropleth地圖標記不起作用
我下面的代碼:
from IPython.display import HTML
def display(m, height=500):
"""Takes a folium instance and embed HTML."""
m._build_map()
srcdoc = m.HTML.replace('"', '"')
embed = HTML('<iframe srcdoc="{0}" '
'style="width: 100%; height: {1}px; '
'border: none"></iframe>'.format(srcdoc, height))
return embed
import folium
import pandas as pd
SF_COORDINATES = (37.76, -122.45)
crimedata = pd.read_csv('data/SFPD_Incidents_-_Current_Year__2015_.csv')
#for speed purposes
MAX_RECORDS = 1000
#create empty map zoomed in on San Francisco
map = folium.Map(location=SF_COORDINATES, zoom_start=12)
#add a marker for every record in the filtered data, use a clustered view
for each in crimedata[0:MAX_RECORDS].iterrows():
map.simple_marker(
location = [each[1]['Y'],each[1]['X']],
clustered_marker = True)
display(map)
#definition of the boundaries in the map
district_geo = r'data/sfpddistricts.json'
#calculating total number of incidents per district
crimedata2 = pd.DataFrame(crimedata['PdDistrict'].value_counts().astype(float))
crimedata2.to_json('data/crimeagg.json')
crimedata2 = crimedata2.reset_index()
crimedata2.columns = ['District', 'Number']
#creation of the choropleth
map1 = folium.Map(location=SF_COORDINATES, zoom_start=12)
map1.geo_json(geo_path = district_geo,
data_out = 'data/crimeagg.json',
data = crimedata2,
columns = ['District', 'Number'],
key_on = 'feature.properties.DISTRICT',
fill_color = 'YlOrRd',
fill_opacity = 0.7,
line_opacity = 0.2,
legend_name = 'Number of incidents per district')
display(map1)
同樣在這裏..你找到解決方案嗎? – user3368526