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This is a sf dataframe containing the information about the number of grocery stores in and census information about each Census dissemination area in Hamilton

Format

A sf dataframe with 33 columns:

GeoUID

The unique ID for the geographical unit

v_CA21_1

The population count in the census dissemination area from 2021 Canadian Census

v_CA21_7

Land area in square kilometres

v_CA21_8

Total number of population in the census track with a valid age value

v_CA21_11

Total number of population between 0 to 14 years old

v_CA21_10

Total number of female population in the census track with a valid age value

v_CA21_251

Total number of population aged 65 years old or above

v_CA21_71

Total number of population aged 15 to 19 years old

v_CA21_89

Total number of population aged 20 to 24 years old

v_CA21_435

Total number of population live in single detached house

v_CA21_434

Total number of population with a valid value in occupied private dwelling by structural type of dwelling data

v_CA21_453

Total number of population with a valid value in marital status for the total population aged 15 years and over

v_CA21_456

Total number of population married or living common-law

v_CA21_1142

Gini index on adjusted household after tax income

v_CA21_1144

Total number of population with a valid value in knowledge of official languages excluding institutional residents

v_CA21_671

Total number of population with total income in 2020

v_CA21_674

Total number of population with income less than 10,000

v_CA21_677

Total number of population with income from 10,000 to 19,999

v_CA21_680

Total number of population with income from 20,000 to 29,999

v_CA21_683

Total number of population with income from 30,000 to 39,999

v_CA21_686

Total number of population with income from 40,000 to 49,999

v_CA21_689

Total number of population with income from 50,000 to 59,999

v_CA21_692

Total number of population with income from 60,000 to 69,999

v_CA21_695

Total number of population with income from 70,000 to 79,999

v_CA21_698

Total number of population with income from 80,000 to 89,999

v_CA21_701

Total number of population with income from 90,000 to 99,999

v_CA21_707

Total number of population with income from 100,000 to 149,999

v_CA21_710

Total number of population with income from 150,000 and over

v_CA21_1156

Total number of population with no knowledge of neither English or French

v_CA21_2176

Total number of population whose language spoken at home is non-official language

v_CA21_2167

Total number of population with a valid value in all languages spoken at home excluding institutional residents

Freq

The number of grocery stores in that census dissemination area

geometry

Geometry column for sf dataframe

Author

Zehui Yin, yinz39@mcmaster.ca

Examples

data(grocery_DA)
summary(grocery_DA[,c("GeoUID", "Freq")])
#>     GeoUID               Freq                  geometry  
#>  Length:891         Min.   :0.00000   MULTIPOLYGON :891  
#>  Class :character   1st Qu.:0.00000   epsg:4326    :  0  
#>  Mode  :character   Median :0.00000   +proj=long...:  0  
#>                     Mean   :0.09877                      
#>                     3rd Qu.:0.00000                      
#>                     Max.   :4.00000                      
head(grocery_DA[,c("GeoUID", "Freq")])
#> Simple feature collection with 6 features and 2 fields
#> Geometry type: MULTIPOLYGON
#> Dimension:     XY
#> Bounding box:  xmin: -79.94766 ymin: 43.26654 xmax: -79.88897 ymax: 43.30781
#> Geodetic CRS:  WGS 84
#>     GeoUID Freq                       geometry
#> 1 35250030    0 MULTIPOLYGON (((-79.92605 4...
#> 2 35250031    0 MULTIPOLYGON (((-79.89038 4...
#> 3 35250032    0 MULTIPOLYGON (((-79.93215 4...
#> 4 35250033    0 MULTIPOLYGON (((-79.93282 4...
#> 5 35250034    0 MULTIPOLYGON (((-79.93282 4...
#> 6 35250035    0 MULTIPOLYGON (((-79.9451 43...