Getting started with CARTOframes

1. Connect to a CARTO account

creds.json file sample:

{
    username: 'john-smith',
    api_key: '1a2b3c4d5e6f7g8h'
}



In [6]:

    
from cartoframes.auth import set_default_credentials

set_default_credentials('creds.json')

2. Enrich your data



In [9]:

    
from cartoframes.data.observatory import Enrichment
from cartoframes.data.services import Geocoding, Isolines
import pandas as pd

stores_df = pd.read_csv('http://libs.cartocdn.com/cartoframes/files/starbucks_brooklyn.csv')
stores_gdf, _ = Geocoding().geocode(stores_df, street='address')
aoi_gdf, _ = Isolines().isochrones(stores_gdf, [15*60], mode='walk')
aoi_enriched_gdf = Enrichment().enrich_polygons(aoi_gdf, ['total_pop_3cf008b3'])









    



Success! Data geocoded correctly
Success! Isolines created correctly

3. Create a visualization



In [11]:

    
from cartoframes.viz import Map, Layer, color_continuous_style, size_continuous_style

result_map = Map([
    Layer(aoi_enriched_gdf, color_continuous_style('total_pop', stroke_width=0, opacity=0.7)),
    Layer(stores_gdf, size_continuous_style('revenue', stroke_color='white'), default_widget=True)
])

result_map









    Out[11]:





  
    
      


  
    
      
        
          
            
    
      
  
  
  

    
  
          
        
    
  
    
  

    
    
      
        
        
        
          
            
              


  
    
    
      
        
          
            
            
          
        
      
    
  
    
    
      
        
          
            
            
          
        
      
    
  

            
 
          
 
        
      
 
    
 
  

  

  
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">



In [12]:

    
result_map.publish('onboarding_analysis', password=None, if_exists='replace')









    Out[12]:





{'id': '6390ec30-960e-4752-9cd4-6e2a2eafe632',
 'url': 'https://cartoframes-org.carto.com/u/cartoframes/kuviz/6390ec30-960e-4752-9cd4-6e2a2eafe632',
 'name': 'onboarding_analysis',
 'privacy': 'public'}

Getting started with CARTOframes

1. Connect to a CARTO account

2. Enrich your data

3. Create a visualization

4. Share your visualization