Mapping Ethnic Establishments in Usera
-
Upload
polly-englot -
Category
Education
-
view
25 -
download
0
Transcript of Mapping Ethnic Establishments in Usera
![Page 1: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/1.jpg)
ETHNIC
ESTABLISHMENTS IN
USERA, MADRID
Mapping immigration through food.Polly
Englot
![Page 2: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/2.jpg)
Why Usera?
Migrants make up 12% of Spanish population
Five-fold increase since the 1990s
Starting in 2000 large numbers of Bolivians
began immigrating to Spain
Today, 4% of the Bolivian GDP comes from
remittances, most of which come from Spain
![Page 3: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/3.jpg)
Why Usera?
![Page 4: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/4.jpg)
What did we look at?
Establishment name, street address, latitude,
longitude
Establishment type
Bar-Café, Bar-Restaurant, Bar, Bakery,
Supermercado, Frutos Secos (dry goods), Green
Grocer, Butcher, etc.
Ethnic marking
Visible via flags, name, décor, offerings, etc.
Status
Open, Closed, For Sale, For Rent, For Traspaso
![Page 5: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/5.jpg)
Objectives
Map the data points
Look for patterns
Ethnicity distributions
Establishment type
Restaurant status
![Page 6: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/6.jpg)
My Plan
Initially:
Make data usable for Arc/Geocoding
Geocode using the addresses
BUT:
Yo no habla español
Madrid street layers unavailable
![Page 7: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/7.jpg)
My Plan
Map the data using the latitude/longitude data
Convert the coordinates into Decimal Degrees
X in decimal degrees=degrees + minutes/60
+seconds/60
Latitude (N) Longitude (W)
40° 23.179 3° 42.023
![Page 8: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/8.jpg)
Data Used
Clare’s Data
World Street Map and World Imagery layers
from ArcOnline
Flag images from internet
![Page 9: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/9.jpg)
Testing the Method
![Page 10: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/10.jpg)
Bolivian establishments in
Usera
![Page 11: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/11.jpg)
![Page 12: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/12.jpg)
![Page 13: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/13.jpg)
![Page 14: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/14.jpg)
Chinese establishments in
Usera
![Page 15: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/15.jpg)
Chinese & Bolivian establishments in
Usera
![Page 16: Mapping Ethnic Establishments in Usera](https://reader033.fdocuments.us/reader033/viewer/2022052700/55a3ec911a28abca378b47ca/html5/thumbnails/16.jpg)
QUESTIONS?