fgregg / chi-biz

Location of all Chicago Businesses that pay taxes to the state
0 stars 1 forks source link

Latent Class analysis of colocated businesses #1

Closed fgregg closed 9 years ago

fgregg commented 9 years ago

Key question is what is the unit (street segment?)

fgregg commented 9 years ago

Starting with zipcode:

Nice early results, cc @matthewgee

      Topic 1                                                
 [1,] "Miscellaneous Retail Stores, Not Elsewhere Classified"
 [2,] "Auto and Home Supply Stores"                          
 [3,] "General Automotive Repair Shops"                      
 [4,] "Direct Selling Establishments"                        
 [5,] "Motor Vehicle Dealers (new and Used)"                 
 [6,] "Motor Vehicle Dealers (used Only)"                    
 [7,] "Automotive Repair Shops, Not Elsewhere Classified"    
 [8,] "Gift, Novelty, and Souvenir Shops"                    
 [9,] "Nonclassifiable Establishments"                       
[10,] "Used Merchandise Stores"                              
      Topic 2                                                    
 [1,] "Eating Places"                                            
 [2,] "Miscellaneous Personal Services, Not Elsewhere Classified"
 [3,] "Drinking Places (alcoholic Beverages)"                    
 [4,] "Miscellaneous Retail Stores, Not Elsewhere Classified"    
 [5,] "Furniture Stores"                                         
 [6,] "Business Services, Not Elsewhere Classified"              
 [7,] "Liquor Stores"                                            
 [8,] "Beauty Shops"                                             
 [9,] "Family Clothing Stores"                                   
[10,] "Nondurable Goods, Not Elsewhere Classified"               
      Topic 3                                                
 [1,] "Gift, Novelty, and Souvenir Shops"                    
 [2,] "Direct Selling Establishments"                        
 [3,] "Miscellaneous Retail Stores, Not Elsewhere Classified"
 [4,] "Sewing, Needlework, and Piece Goods Stores"           
 [5,] "Photographic Studios, Portrait"                       
 [6,] "Drugs, Drug Proprietaries, and Druggists' Sundries"   
 [7,] "Hobby, Toy, and Game Shops"                           
 [8,] "Automatic Merchandising Machine Operators"            
 [9,] "Used Merchandise Stores"                              
[10,] "Jewelry Stores"                                       
      Topic 4                                                
 [1,] "Family Clothing Stores"                               
 [2,] "Business Services, Not Elsewhere Classified"          
 [3,] "Gift, Novelty, and Souvenir Shops"                    
 [4,] "Miscellaneous Retail Stores, Not Elsewhere Classified"
 [5,] "Furniture Stores"                                     
 [6,] "Miscellaneous Homefurnishings Stores"                 
 [7,] "Women's Clothing Stores"                              
 [8,] "Offices and Clinics of Doctors of Medicine"           
 [9,] "Women's Accessory and Specialty Stores"               
[10,] "Hotels and Motels"                                    
      Topic 5                                                
 [1,] "Gift, Novelty, and Souvenir Shops"                    
 [2,] "Miscellaneous Retail Stores, Not Elsewhere Classified"
 [3,] "Used Merchandise Stores"                              
 [4,] "Services, Not Elsewhere Classified"                   
 [5,] "Automatic Merchandising Machine Operators"            
 [6,] "Manufacturing Industries, Not Elsewhere Classified"   
 [7,] "Book Stores"                                          
 [8,] "Miscellaneous Homefurnishings Stores"                 
 [9,] "Retail Nurseries, Lawn and Garden Supply Stores"      
[10,] "Commercial Photography"                               
      Topic 6                                                    
 [1,] "Jewelry Stores"                                           
 [2,] "Gift, Novelty, and Souvenir Shops"                        
 [3,] "Jewelry, Watches, Precious Stones, and Precious Metals"   
 [4,] "Miscellaneous Retail Stores, Not Elsewhere Classified"    
 [5,] "Business Services, Not Elsewhere Classified"              
 [6,] "Civic, Social, and Fraternal Associations"                
 [7,] "Offices and Clinics of Doctors of Medicine"               
 [8,] "Computer Related Services, Not Elsewhere Classified"      
 [9,] "Computer and Computer Software Stores"                    
[10,] "Miscellaneous Personal Services, Not Elsewhere Classified"
      Topic 7                                                
 [1,] "Family Clothing Stores"                               
 [2,] "Fruit and Vegetable Markets"                          
 [3,] "Eating Places"                                        
 [4,] "Miscellaneous Retail Stores, Not Elsewhere Classified"
 [5,] "Grocery Stores"                                       
 [6,] "Nonclassifiable Establishments"                       
 [7,] "Department Stores"                                    
 [8,] "Auto and Home Supply Stores"                          
 [9,] "Women's Clothing Stores"                              
[10,] "Miscellaneous General Merchandise Stores"             
      Topic 8                                          
 [1,] "Gift, Novelty, and Souvenir Shops"              
 [2,] "Computer and Computer Software Stores"          
 [3,] "News Dealers and Newsstands"                    
 [4,] "Management Consulting Services"                 
 [5,] "Eating Places"                                  
 [6,] "Services, Not Elsewhere Classified"             
 [7,] "Telephone Communications, except Radiotelephone"
 [8,] "Radiotelephone Communications"                  
 [9,] "Business Services, Not Elsewhere Classified"    
[10,] "Computer Programming Services"                  
      Topic 9                                                    
 [1,] "Eating Places"                                            
 [2,] "Grocery Stores"                                           
 [3,] "Miscellaneous Retail Stores, Not Elsewhere Classified"    
 [4,] "Nonclassifiable Establishments"                           
 [5,] "Family Clothing Stores"                                   
 [6,] "Miscellaneous Personal Services, Not Elsewhere Classified"
 [7,] "Department Stores"                                        
 [8,] "Gasoline Service Stations"                                
 [9,] "Drug Stores and Proprietary Stores"                       
[10,] "Liquor Stores"                                            
      Topic 10                                                   
 [1,] "Eating Places"                                            
 [2,] "Miscellaneous Personal Services, Not Elsewhere Classified"
 [3,] "Miscellaneous Retail Stores, Not Elsewhere Classified"    
 [4,] "Drinking Places (alcoholic Beverages)"                    
 [5,] "Gift, Novelty, and Souvenir Shops"                        
 [6,] "Family Clothing Stores"                                   
 [7,] "Miscellaneous Food Stores"                                
 [8,] "Beauty Shops"                                             
 [9,] "Grocery Stores"                                           
[10,] "Drug Stores and Proprietary Stores"