pygeoda.local_multijoincount

pygeoda.local_multijoincount(w, data, **kwargs)[source]

(Multivariate) Colocation Local Join Count Statistics

The function to apply (multivariate) colocation local Join Count statistics

Parameters
  • w (Weight) – An instance of Weight class

  • data (list or dataframe) – A list of numeric vectors of selected variable or a data frame of selected variables e.g. guerry[[‘Crm_prs’, ‘Literacy’]]

  • permutations (int, optional) – The number of permutations for the LISA computation

  • permutation_method (str, optional) – The permutation method used for the LISA computation. Options are {‘complete’, ‘lookup-table’}. Default is ‘complete’.

  • significance_cutoff (float, optional) – A cutoff value for significance p-values to filter not-significant clusters

  • cpu_threads (int, optional) – The number of cpu threads used for parallel LISA computation

  • seed (int, optional) – The seed for random number generator

Returns

An instance of lisa class

Return type

lisa