pygeoda
USER GUIDE
1. Introduction
1.1 Open Resources
2. Installation
2.1 Windows
2.2 Linux
2.3 Mac
2.4 Import pygeoda
3. Load Spatial Data
3.1 Attributes of geoda object
3.2 Access Table Data
4. Map Classification
4.1 Hinge Box Breaks
4.2 Natural Breaks
4.3 Quantile Breaks
4.4 Percentile Breaks
4.5 Standard Deviation Breaks
5. Spatial Weights
5.1 Queen Contiguity Weights
5.2 Attributes of
Weight
object
5.3 Rook Contiguity Weights
5.4 Distance Based Weights
5.5 K-Nearest Neighbor Weights
5.6 Kernel Weights
5.6.1 Kernel Weights with fixed bandwidth
5.6.2 Kernel Weights with adaptive bandwidth
6. Spatial Autocorrelation
6.1 Local Moran
6.2 LISA object
6.3 Local Geary
6.4 Local Getis-Ord Statistics
6.5 Local Join Count
6.6 Quantile LISA
6.7 Batch Local Moran
7. Spatial Clustering
7.1 SKATER
7.2 REDCAP
7.3 Max-p
ESDA with pygeoda and geopandas
1 GeoPandas
2 Matplotlib
3 geoPandas + pygeoda
3.1 Load geospatial data in GeoPandas
3.2 Create pygeoda object from geodataframe
3.3 ESDA with pygeoda and geopandas
API REFERENCE
pygeoda API
pygeoda (I/O)
pygeoda.open
pygeoda.geoda
pygeoda.weights
pygeoda.Weight
pygeoda.queen_weights
pygeoda.rook_weights
pygeoda.min_distthreshold
pygeoda.distance_weights
pygeoda.knn_weights
pygeoda.kernel_weights
pygeoda.kernel_knn_weights
pygeoda (spatial autocorrelation)
pygeoda.lisa
pygeoda.local_moran
pygeoda.local_geary
pygeoda.local_multigeary
pygeoda.local_joincount
pygeoda.local_bijoincount
pygeoda.local_multijoincount
pygeoda.local_g
pygeoda.local_gstar
pygeoda.local_quantilelisa
pygeoda.local_multiquantilelisa
pygeoda.neighbor_match_test
pygeoda.batchlisa
pygeoda.batch_local_moran
pygeoda (spatial clustering)
pygeoda.skater
pygeoda.redcap
pygeoda.schc
pygeoda.azp_greedy
pygeoda.azp_sa
pygeoda.azp_tabu
pygeoda.maxp_greedy
pygeoda.maxp_sa
pygeoda.maxp_tabu
pygeoda (classify)
pygeoda.hinge15_breaks
pygeoda.hinge30_breaks
pygeoda.natural_breaks
pygeoda.quantile_breaks
pygeoda.percentile_breaks
pygeoda.stddev_breaks
pygeoda (data)
pygeoda.demean
pygeoda.standardize
pygeoda.mad
pygeoda
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pygeoda.clustering.maxp
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pygeoda.clustering.maxp
ΒΆ
Functions