Created
March 31, 2022 11:28
-
-
Save mebaysan/ae9164820ffc837950d445bd5f24497b to your computer and use it in GitHub Desktop.
We can add dots on a choropleth map
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import json | |
import requests | |
import plotly.express as px | |
import plotly.graph_objects as go | |
geojson = requests.get( | |
"https://gist.githubusercontent.com/mebaysan/9be56dd1ca5659c0ff7ea5e2b5cf6479/raw/6d7a77d8a2892bd59f401eb87bd82d7f48642a58/turkey-geojson.json" | |
).json() | |
geoDict = {} | |
for i in geojson["features"]: | |
geoDict[i["properties"]["name"]] = i["id"] | |
iller_df = pd.read_csv( | |
"https://gist.githubusercontent.com/mebaysan/7a4ba8531187fa8703ff1f22692d5fa6/raw/df4e85262ba2a4f6d6045f06f417b853fb67e78c/il.csv" | |
) | |
iller_df = iller_df[iller_df["il_adi"] == "İSTANBUL"] | |
iller_df = iller_df.replace("İSTANBUL", "İstanbul") | |
iller_df["GeoID"] = iller_df["il_adi"].apply(lambda x: geoDict[x]) | |
fig = px.choropleth_mapbox( | |
iller_df, | |
geojson=geojson, | |
locations="GeoID", | |
center={"lat": iller_df["lat"].values[0], "lon": iller_df["lon"].values[0]}, | |
mapbox_style="carto-positron", | |
zoom=8, | |
opacity=0.5, | |
color_discrete_sequence=["#01317d"], | |
) | |
worksites = """ | |
[{ | |
"ilce_id": 452, | |
"il_plaka": 34, | |
"ilce_adi": "ÜMRANİYE", | |
"lat": 41.0303, | |
"lon": 29.1065, | |
"northeast_lat": 41.065545, | |
"northeast_lon": 29.19719, | |
"southwest_lat": 40.988965, | |
"southwest_lon": 29.080313 | |
}, | |
{ | |
"ilce_id": 453, | |
"il_plaka": 34, | |
"ilce_adi": "ÜSKÜDAR", | |
"lat": 41.032236, | |
"lon": 29.031938, | |
"northeast_lat": 41.077997, | |
"northeast_lon": 29.091718, | |
"southwest_lat": 40.9925, | |
"southwest_lon": 29.006362 | |
}] | |
""" | |
worksites_json = json.loads(worksites) | |
for worksite in worksites_json: | |
fig.add_trace( | |
go.Scattermapbox( | |
lon=[worksite["lon"]], | |
lat=[worksite["lat"]], | |
text=worksite["ilce_adi"], | |
mode="markers", | |
marker_color="#8EC9FF", | |
marker_size=10, | |
) | |
) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment