Grouping Buildings into Settlements 20191112-1457

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.
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Showing first 1,024 features
Name
Anyone with the link

Pay Tool Creator: Salah Ahmed125000
Set Visibility: Hidden0
Total0

Maps

Showing first 1,024 features
pointtransformed_pointnamepopulation
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Images

Histograms

Proj('+proj=utm +zone=36 +datum=WGS84 +units=m +no_defs', preserve_units=True)
Greedy
0.6778494154066336
9
1
Download
projection = Proj('+proj=utm +zone=36 +datum=WGS84 +units=m +no_defs', preserve_units=True)
model = Greedy
silhouette_score = 0.6778494154066336
number_of_clusters = 9
number_of_noise = 1
labels_geotable_path = ~/.crosscompute/crosscompute.com/results/QkiTH7FiddSCqmKO/y/labels-dataset_geotable.csv
labels_image_path = ~/.crosscompute/crosscompute.com/results/QkiTH7FiddSCqmKO/y/labels.png
settlements_geotable_path = ~/.crosscompute/crosscompute.com/results/QkiTH7FiddSCqmKO/y/settlements.csv
settlements_image_path = ~/.crosscompute/crosscompute.com/results/QkiTH7FiddSCqmKO/y/settlements.png
number_of_buildings_image_path = ~/.crosscompute/crosscompute.com/results/QkiTH7FiddSCqmKO/y/number_of_buildings.png
max_distances_image_path = ~/.crosscompute/crosscompute.com/results/QkiTH7FiddSCqmKO/y/max_distances.png
18.524430513381958
Result Creator Result Created Tool Creator Tool