Grouping Buildings into Settlements 20190817:1719 20190817-2131

Given building locations, group the buildings into settlements

The algorithm makes the following assumptions:

  • Household count is proportional to building count.
  • The area of a settlement is constrained by the maximum distance that a person is willing to travel from their household to the marketplace.
  • The marketplace is located near the centroid of each settlement.
  • The number of people in each household is specified in an optional Population column. If the population of each household is not specified, use the Average Population per Household to estimate the population of each settlement.
Upload
Population
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Anyone with the link

Pay Tool Creator: Salah Ahmed0
Set Visibility: Hidden0
Total0
Proj('+proj=utm +zone=35 +south +datum=WGS84 +units=m +no_defs', preserve_units=True)
DBScan
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POINT (27.4306944 -29.6259722)Settlement 24.73554
POINT (27.4306944 -29.6265278)Settlement 24.73554
POINT (27.4306944 -29.6268056)Settlement 24.73554
POINT (27.4306944 -29.6273611)Settlement 24.73554
POINT (27.4309722 -29.6209722)Settlement 24.73554
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POINT (27.4309722 -29.6220833)Settlement 24.73554
POINT (27.4309722 -29.6223611)Settlement 24.73554
POINT (27.4309722 -29.6240278)Settlement 24.73554
POINT (27.4309722 -29.6243056)Settlement 24.73554
POINT (27.4309722 -29.6245833)Settlement 24.73554
POINT (27.4309722 -29.6248611)Settlement 24.73554
POINT (27.4309722 -29.6251389)Settlement 24.73554
POINT (27.4309722 -29.6254167)Settlement 24.73554
POINT (27.4309722 -29.6256944)Settlement 24.73554
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POINT (27.43125 -29.6209722)Settlement 24.73554
POINT (27.43125 -29.6229167)Settlement 24.73554
POINT (27.43125 -29.6234722)Settlement 24.73554
POINT (27.43125 -29.62375)Settlement 24.73554
POINT (27.43125 -29.6240278)Settlement 24.73554
POINT (27.43125 -29.6243056)Settlement 24.73554
POINT (27.43125 -29.6248611)Settlement 24.73554
POINT (27.43125 -29.6254167)Settlement 24.73554
POINT (27.43125 -29.6256944)Settlement 24.73554
POINT (27.4315278 -29.62180560000001)Settlement 24.73554
POINT (27.4315278 -29.6220833)Settlement 24.73554
POINT (27.4315278 -29.6231944)Settlement 24.73554
POINT (27.4315278 -29.6254167)Settlement 24.73554
POINT (27.4315278 -29.6256944)Settlement 24.73554
POINT (27.4315278 -29.6279167)Settlement 24.73554
POINT (27.4318056 -29.6243056)Settlement 24.73554
POINT (27.4318056 -29.6245833)Settlement 24.73554
POINT (27.4318056 -29.6248611)Settlement 24.73554
POINT (27.4318056 -29.6251389)Settlement 24.73554
POINT (27.4318056 -29.6256944)Settlement 24.73554
POINT (27.4318056 -29.62625)Settlement 24.73554
POINT (27.4318056 -29.6265278)Settlement 24.73554
POINT (27.4318056 -29.6290278)Settlement 24.73554
POINT (27.4318056 -29.62930560000001)Settlement 24.73554
POINT (27.4320833 -29.6209722)Settlement 24.73554
POINT (27.4320833 -29.62125)Settlement 24.73554
POINT (27.4320833 -29.6215278)Settlement 24.73554
POINT (27.4320833 -29.62180560000001)Settlement 24.73554
POINT (27.4320833 -29.6229167)Settlement 24.73554
POINT (27.4320833 -29.6234722)Settlement 24.73554
POINT (27.4320833 -29.62375)Settlement 24.73554
POINT (27.4320833 -29.6240278)Settlement 24.73554
POINT (27.4320833 -29.6251389)Settlement 24.73554
POINT (27.4320833 -29.6259722)Settlement 24.73554
POINT (27.4320833 -29.6273611)Settlement 24.73554
POINT (27.4320833 -29.6276389)Settlement 24.73554
POINT (27.4320833 -29.6290278)Settlement 24.73554
POINT (27.4320833 -29.62930560000001)Settlement 23.7361
POINT (27.4323611 -29.62125)Settlement 24.73554
POINT (27.4323611 -29.6215278)Settlement 24.73554
POINT (27.4323611 -29.62180560000001)Settlement 24.73554
POINT (27.4323611 -29.6220833)Settlement 24.73554
POINT (27.4323611 -29.6223611)Settlement 24.73554
POINT (27.4323611 -29.6229167)Settlement 24.73554
POINT (27.4323611 -29.6231944)Settlement 24.73554
POINT (27.4323611 -29.6240278)Settlement 24.73554
POINT (27.4323611 -29.62819439999999)Settlement 24.73554
POINT (27.4326389 -29.6209722)Settlement 24.73554
POINT (27.4326389 -29.6215278)Settlement 24.73554
POINT (27.4326389 -29.62180560000001)Settlement 24.73554
POINT (27.4326389 -29.6223611)Settlement 24.73554
POINT (27.4326389 -29.6226389)Settlement 24.73554
POINT (27.4326389 -29.6229167)Settlement 24.73554
POINT (27.4326389 -29.62375)Settlement 24.73554
POINT (27.4326389 -29.6243056)Settlement 24.73554
POINT (27.4326389 -29.62930560000001)Settlement 23.7361
POINT (27.4326389 -29.6295833)Settlement 23.7361
POINT (27.4329167 -29.6215278)Settlement 24.73554
POINT (27.4329167 -29.62180560000001)Settlement 24.73554
POINT (27.4329167 -29.6229167)Settlement 24.73554
POINT (27.4329167 -29.62375)Settlement 24.73554
POINT (27.4329167 -29.62930560000001)Settlement 23.7361
POINT (27.4329167 -29.6295833)Settlement 23.7361
POINT (27.43319439999999 -29.6215278)Settlement 24.73554
POINT (27.43319439999999 -29.6220833)Settlement 24.73554
POINT (27.43319439999999 -29.6226389)Settlement 24.73554
POINT (27.4334722 -29.62180560000001)Settlement 24.73554
POINT (27.4334722 -29.6226389)Settlement 24.73554
POINT (27.4334722 -29.62819439999999)Settlement 24.73554
POINT (27.4334722 -29.6290278)Settlement 23.7361
POINT (27.43375 -29.6223611)Settlement 24.73554
POINT (27.43375 -29.62875)Settlement 24.73554
POINT (27.4340278 -29.62875)Settlement 24.73554
POINT (27.43430560000001 -29.6284722)Settlement 24.73554
POINT (27.4345833 -29.6284722)Settlement 24.73554
POINT (27.4345833 -29.62875)Settlement 24.73554
POINT (27.4348611 -29.6284722)Settlement 24.73554
POINT (27.4348611 -29.62875)Settlement 24.73554
POINT (27.4351389 -29.6279167)Settlement 24.73554
POINT (27.4351389 -29.6290278)Settlement 24.73554
POINT (27.4351389 -29.62930560000001)Settlement 23.7361
POINT (27.4354167 -29.62930560000001)Settlement 23.7361
POINT (27.4356944 -29.62930560000001)Settlement 24.73554
POINT (27.4401389 -29.6279167)Settlement 64.73554
POINT (27.4404167 -29.6276389)Settlement 64.73554
POINT (27.4404167 -29.6279167)Settlement 64.73554
POINT (27.44069439999999 -29.6243056)Settlement 64.73554
POINT (27.4415278 -29.6234722)Settlement 64.73554
POINT (27.4415278 -29.6273611)Settlement 64.73554
POINT (27.4415278 -29.6276389)Settlement 64.73554
POINT (27.4415278 -29.62819439999999)Settlement 64.73554
POINT (27.44180560000001 -29.6229167)Settlement 64.73554
POINT (27.44180560000001 -29.6234722)Settlement 64.73554
POINT (27.44180560000001 -29.6243056)Settlement 64.73554
POINT (27.44180560000001 -29.6245833)Settlement 64.73554
POINT (27.44180560000001 -29.6254167)Settlement 64.73554
POINT (27.44180560000001 -29.6256944)Settlement 64.73554
POINT (27.44180560000001 -29.6268056)Settlement 64.73554
POINT (27.44180560000001 -29.6273611)Settlement 64.73554
POINT (27.44180560000001 -29.6279167)Settlement 64.73554
POINT (27.4420833 -29.6223611)Settlement 64.73554
POINT (27.4420833 -29.6229167)Settlement 64.73554
POINT (27.4420833 -29.6231944)Settlement 64.73554
POINT (27.4420833 -29.6284722)Settlement 64.73554
POINT (27.4423611 -29.6209722)Settlement 64.73554
POINT (27.4423611 -29.6215278)Settlement 64.73554
POINT (27.4423611 -29.6223611)Settlement 64.73554
POINT (27.4423611 -29.6226389)Settlement 64.73554
POINT (27.4423611 -29.6229167)Settlement 64.73554
POINT (27.4423611 -29.62375)Settlement 64.73554
POINT (27.4423611 -29.6240278)Settlement 64.73554
POINT (27.4423611 -29.6243056)Settlement 64.73554
POINT (27.4423611 -29.6248611)Settlement 64.73554
POINT (27.4423611 -29.6273611)Settlement 64.73554
POINT (27.4423611 -29.6276389)Settlement 64.73554
POINT (27.4423611 -29.62819439999999)Settlement 64.73554
POINT (27.4423611 -29.6284722)Settlement 64.73554
POINT (27.4426389 -29.6231944)Settlement 64.73554
POINT (27.4426389 -29.6251389)Settlement 64.73554
POINT (27.4426389 -29.6273611)Settlement 64.73554
POINT (27.4426389 -29.6279167)Settlement 64.73554
POINT (27.4429167 -29.62069439999999)Settlement 64.73554
POINT (27.4429167 -29.6209722)Settlement 64.73554
POINT (27.4429167 -29.6268056)Settlement 64.73554
POINT (27.4429167 -29.6273611)Settlement 64.73554
POINT (27.4429167 -29.6276389)Settlement 64.73554
POINT (27.4429167 -29.6279167)Settlement 64.73554
POINT (27.4429167 -29.6284722)Settlement 64.567819999999998
POINT (27.4431944 -29.62069439999999)Settlement 64.73554
POINT (27.4431944 -29.6215278)Settlement 64.73554
POINT (27.4431944 -29.62180560000001)Settlement 64.73554
POINT (27.4431944 -29.6220833)Settlement 64.73554
POINT (27.4431944 -29.6223611)Settlement 64.73554
POINT (27.4431944 -29.6226389)Settlement 64.73554
POINT (27.4431944 -29.6248611)Settlement 64.73554
POINT (27.4431944 -29.6265278)Settlement 64.73554
POINT (27.4431944 -29.6273611)Settlement 64.73554
POINT (27.4431944 -29.6276389)Settlement 64.73554
POINT (27.4431944 -29.62875)Settlement 64.567819999999998
POINT (27.4431944 -29.6290278)Settlement 64.567819999999998
POINT (27.4434722 -29.6220833)Settlement 64.73554
POINT (27.4434722 -29.6223611)Settlement 64.73554
POINT (27.4434722 -29.6265278)Settlement 64.73554
POINT (27.4434722 -29.6268056)Settlement 64.73554
POINT (27.4434722 -29.6276389)Settlement 64.73554
POINT (27.44375 -29.6215278)Settlement 64.73554
POINT (27.44375 -29.62180560000001)Settlement 64.73554
POINT (27.44375 -29.6220833)Settlement 64.73554
POINT (27.44375 -29.6223611)Settlement 64.73554
POINT (27.44375 -29.62625)Settlement 64.73554
POINT (27.44375 -29.6265278)Settlement 64.73554
POINT (27.44375 -29.6273611)Settlement 64.73554
POINT (27.44375 -29.6276389)Settlement 64.73554
POINT (27.44375 -29.6295833)Settlement 64.567819999999998
POINT (27.4440278 -29.6215278)Settlement 64.73554
POINT (27.4440278 -29.62180560000001)Settlement 64.73554
POINT (27.4440278 -29.6265278)Settlement 64.73554
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POINT (27.4440278 -29.62875)Settlement 64.567819999999998
POINT (27.4440278 -29.6290278)Settlement 64.567819999999998
POINT (27.4440278 -29.62930560000001)Settlement 64.567819999999998
POINT (27.4440278 -29.6295833)Settlement 64.567819999999998
POINT (27.4443056 -29.62180560000001)Settlement 64.73554
POINT (27.4443056 -29.6220833)Settlement 64.73554
POINT (27.4443056 -29.6270833)Settlement 64.73554
POINT (27.4443056 -29.62819439999999)Settlement 64.567819999999998
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POINT (27.4445833 -29.6215278)Settlement 64.73554
POINT (27.4445833 -29.6220833)Settlement 64.73554
POINT (27.4445833 -29.6284722)Settlement 64.567819999999998
POINT (27.4448611 -29.6204167)Settlement 64.73554
POINT (27.4448611 -29.62069439999999)Settlement 64.73554
POINT (27.4448611 -29.6276389)Settlement 64.567819999999998
POINT (27.4448611 -29.6279167)Settlement 64.567819999999998
POINT (27.4451389 -29.6201389)Settlement 64.73554
POINT (27.4451389 -29.6204167)Settlement 64.73554
POINT (27.4451389 -29.6209722)Settlement 64.73554
POINT (27.4451389 -29.62819439999999)Settlement 64.567819999999998
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POINT (27.4456944 -29.6220833)Settlement 64.73554
POINT (27.4456944 -29.6223611)Settlement 64.73554
POINT (27.4468056 -29.62069439999999)Settlement 64.73554
POINT (27.4468056 -29.6209722)Settlement 64.73554
POINT (27.4468056 -29.62125)Settlement 64.73554
POINT (27.4468056 -29.6215278)Settlement 64.73554
POINT (27.4470833 -29.6209722)Settlement 64.73554
POINT (27.4470833 -29.6215278)Settlement 64.73554
POINT (27.4473611 -29.6209722)Settlement 64.73554
POINT (27.4479167 -29.62069439999999)Settlement 64.73554
POINT (27.4479167 -29.6209722)Settlement 64.73554
marketplace_distance_in_kmnamenumber_of_buildingspointpopulationtransformed_point
0.28157736778287346Settlement 830POINT (27.37485185 -29.62223148333333)112.08299999999996POINT (536289.8718496545 6723014.583486492)
0.5169100700858902Settlement 782POINT (27.38403793658536 -29.65291328170732)306.3602POINT (537167.9264901313 6719612.027831297)
0.6902700013066364Settlement 179POINT (27.39143636329114 -29.6337394443038)295.1519000000001POINT (537891.1450142376 6721734.157683519)
0.2235988503183953Settlement 515POINT (27.39408333333334 -29.61536109999999)56.0415POINT (538154.2981320928 6723769.66765156)
1.0870618265700511Settlement 4180POINT (27.41249537611113 -29.65896296388892)672.498POINT (539919.727697788 6718932.228226515)
1.2608294205590709Settlement 0137POINT (27.41473540000002 -29.63373986131386)511.8457POINT (540146.5175663086 6721726.265875794)
1.18681130950999Settlement 3201POINT (27.42025221393036 -29.60938018109452)951.84354POINT (540690.3372902396 6724423.474395287)
0.6591239315168452Settlement 2169POINT (27.43106755325444 -29.62494165443788)792.3107400000001POINT (541731.1163710715 6722695.367972145)
0.6174830283368913Settlement 6107POINT (27.4434826084112 -29.62470015514019)504.3547POINT (542933.117073761 6722717.592574663)
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4.17817234992981
Result Creator Result Created Tool Creator Tool Tool Notebook