Japan hostel dataset — hostels • qacr

The data contains information and ratings of 342 hostels in Japan

hostels

Format

A data frame with 342 rows and 15 variables. The variables are as follows:

hostel_name: Hostel Name
city: City name where hostel is located
price_from: Min price for 1 night stay
distance: Distance from city center (km)
summary_score: Summary score of ratings
rating_band: Rating band
atmosphere: Rating score of atmosphere
cleanliness: Rating score of cleanliness
facilities: Rating score of facilities
location: Rating score of location
security: Rating score of security
staff: Rating score of staff
valueformoney: Rating score of value for money
lon: Longitude
lat: Latitude

Source

The data was obtained from Japan Hostel Dataset.

Note

This is a good dataset to explore mapping.

Examples

summary(hostels)
#>  hostel_name                  city       price_from         distance     
#>  Length:342         Fukuoka-City: 19   Min.   :   1000   Min.   : 0.000  
#>  Class :character   Hiroshima   : 14   1st Qu.:   2000   1st Qu.: 2.300  
#>  Mode  :character   Kyoto       : 78   Median :   2500   Median : 4.500  
#>                     Osaka       :104   Mean   :   8388   Mean   : 5.723  
#>                     Tokyo       :127   3rd Qu.:   2900   3rd Qu.: 8.450  
#>                                        Max.   :1003200   Max.   :36.600  
#>                                                                          
#>  summary_score       rating_band    atmosphere      cleanliness    
#>  Min.   : 3.100   Fabulous :106   Min.   : 2.000   Min.   : 2.000  
#>  1st Qu.: 8.600   Good     : 11   1st Qu.: 7.800   1st Qu.: 8.800  
#>  Median : 9.000   Rating   :  8   Median : 8.600   Median : 9.300  
#>  Mean   : 8.783   Superb   :182   Mean   : 8.239   Mean   : 9.012  
#>  3rd Qu.: 9.400   Very Good: 20   3rd Qu.: 9.000   3rd Qu.: 9.800  
#>  Max.   :10.000   NA's     : 15   Max.   :10.000   Max.   :10.000  
#>  NA's   :15                       NA's   :15       NA's   :15      
#>    facilities        location         security          staff       
#>  Min.   : 2.000   Min.   : 2.000   Min.   : 2.000   Min.   : 2.000  
#>  1st Qu.: 8.000   1st Qu.: 8.000   1st Qu.: 8.700   1st Qu.: 9.000  
#>  Median : 9.000   Median : 9.000   Median : 9.200   Median : 9.400  
#>  Mean   : 8.598   Mean   : 8.695   Mean   : 8.947   Mean   : 9.133  
#>  3rd Qu.: 9.300   3rd Qu.: 9.400   3rd Qu.: 9.600   3rd Qu.: 9.800  
#>  Max.   :10.000   Max.   :10.000   Max.   :10.000   Max.   :10.000  
#>  NA's   :15       NA's   :15       NA's   :15       NA's   :15      
#>  valueformoney         lon             lat        
#>  Min.   : 4.000   Min.   :103.9   Min.   : 1.311  
#>  1st Qu.: 8.600   1st Qu.:135.5   1st Qu.:34.669  
#>  Median : 9.000   Median :135.8   Median :34.998  
#>  Mean   : 8.848   Mean   :136.8   Mean   :34.977  
#>  3rd Qu.: 9.500   3rd Qu.:139.8   3rd Qu.:35.697  
#>  Max.   :10.000   Max.   :139.9   Max.   :36.205  
#>  NA's   :15       NA's   :44      NA's   :44