#!/usr/bin/env python
# coding: utf-8

# In[1]:


import pandas as pd
import folium
from folium.plugins import TimestampedGeoJson
import json


# In[2]:


df = pd.read_csv('data/Smart Trash Containers.csv')

containers_map = folium.Map(location=[40.4406, -79.9959], zoom_start=12)
records = df[['x', 'y']].to_records()

containers_map = containers_map = folium.Map(location=[40.4406, -79.9959], zoom_start=11)
# Add the markers to the map...
for record in records:
    folium.Marker(location=[record[2], record[1]],
                  icon=folium.Icon(color='green',
                                   icon_color='white',
                                   icon='trash-o',
                                   prefix='fa',
                                   )
                  ).add_to(containers_map)

containers_map


# In[3]:


with open('data/smart_trash_containers.geojson') as j:
    data = json.load(j)


# In[4]:


for i in range(len(data['features'])):
    data['features'][i]['properties']['times'] = [data['features'][i]['properties']['assignment_date'][:19]]


# In[5]:


containers_map = folium.Map(location=[40.4406, -79.9959], zoom_start=12)
TimestampedGeoJson(data, transition_time=20).add_to(containers_map)
containers_map


# In[5]: