{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Directional Analysis of Dynamic LISAs\n", "\n", "This notebook demonstrates how to use Rose diagram based inference for directional LISAs." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "import warnings\n", "\n", "with warnings.catch_warnings():\n", " warnings.simplefilter(\"ignore\")\n", " # ignore NumbaDeprecationWarning: gh-pysal/libpysal#560\n", " import libpysal\n", " from giddy.directional import Rose" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "f = open(libpysal.examples.get_path(\"spi_download.csv\"), \"r\")\n", "lines = f.readlines()\n", "f.close()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "lines = [line.strip().split(\",\") for line in lines]\n", "names = [line[2] for line in lines[1:-5]]\n", "data = np.array([list(map(int, line[3:])) for line in lines[1:-5]])" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "sids = list(range(60))\n", "out = [\n", " '\"United States 3/\"',\n", " '\"Alaska 3/\"',\n", " '\"District of Columbia\"',\n", " '\"Hawaii 3/\"',\n", " '\"New England\"',\n", " '\"Mideast\"',\n", " '\"Great Lakes\"',\n", " '\"Plains\"',\n", " '\"Southeast\"',\n", " '\"Southwest\"',\n", " '\"Rocky Mountain\"',\n", " '\"Far West 3/\"',\n", "]" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "snames = [name for name in names if name not in out]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "sids = [names.index(name) for name in snames]" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "states = data[sids, :]\n", "us = data[0]\n", "years = np.arange(1969, 2009)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "rel = states / (us * 1.0)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "gal = libpysal.io.open(libpysal.examples.get_path(\"states48.gal\"))\n", "w = gal.read()\n", "w.transform = \"r\"" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "Y = rel[:, [0, -1]]" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(48, 2)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Y.shape" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[0.71272158, 0.83983287],\n", " [0.91110532, 0.85393454],\n", " [0.68196038, 0.80573518],\n", " [1.181439 , 1.08538102],\n", " [0.96115746, 1.06906586],\n", " [1.25677789, 1.39952248],\n", " [1.14859228, 1.00773478],\n", " [0.9535975 , 0.9765967 ],\n", " [0.82090719, 0.86781238],\n", " [0.85088634, 0.82257262],\n", " [1.12956204, 1.05319837],\n", " [0.9624609 , 0.86064962],\n", " [0.95542231, 0.93021289],\n", " [0.92674661, 0.96547951],\n", " [0.77267987, 0.79775169],\n", " [0.75234619, 0.90588938],\n", " [0.81803962, 0.90671011],\n", " [1.09462982, 1.20319339],\n", " [1.09098019, 1.27472145],\n", " [1.08107404, 0.86920513],\n", " [0.98409802, 1.07035913],\n", " [0.62643379, 0.75604357],\n", " [0.93039625, 0.9110376 ],\n", " [0.85870699, 0.86161958],\n", " [0.93091762, 0.97368683],\n", " [1.18091762, 1.02422404],\n", " [0.97627737, 1.08493335],\n", " [1.17309698, 1.277308 ],\n", " [0.76120959, 0.83142658],\n", " [1.19212722, 1.2125199 ],\n", " [0.79405631, 0.87902905],\n", " [0.80787278, 0.99159371],\n", " [1.01955162, 0.89586649],\n", " [0.83524505, 0.89497115],\n", " [0.9580292 , 0.9027308 ],\n", " [0.99165798, 0.99830879],\n", " [1.00286757, 1.02884998],\n", " [0.73540146, 0.81242539],\n", " [0.7898853 , 0.96152507],\n", " [0.77085506, 0.86987664],\n", " [0.87695516, 0.93946478],\n", " [0.80943691, 0.79446876],\n", " [0.88112617, 0.96214684],\n", " [0.92805005, 1.09988062],\n", " [1.06491137, 1.06588241],\n", " [0.7278415 , 0.78693295],\n", " [0.97679875, 0.93929069],\n", " [0.93508863, 1.20891365]])" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Y" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "np.random.seed(100)\n", "r4 = Rose(Y, w, k=4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualization" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 442, "width": 453 } }, "output_type": "display_data" } ], "source": [ "r4.plot(cmap=None)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 442, "width": 500 } }, "output_type": "display_data" } ], "source": [ "r4.plot(Y[:, 0]) # condition on starting relative income" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 442, "width": 509 } }, "output_type": "display_data" } ], "source": [ "r4.plot(\n", " attribute=r4.lag[:, 0]\n", ") # condition on the spatial lag of starting relative income" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 413, "width": 547 } }, "output_type": "display_data" } ], "source": [ "r4.plot_vectors() # lisa vectors" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 413, "width": 547 } }, "output_type": "display_data" } ], "source": [ "r4.plot_vectors(arrows=False)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 413, "width": 568 } }, "output_type": "display_data" } ], "source": [ "r4.plot_origin() # origin standardized" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Inference\n", "\n", "The Rose class contains methods to carry out inference on the circular distribution of the LISA vectors. The first approach is based on a two-sided alternative where the null is that the distribution of the vectors across the segments reflects independence in the movements of the focal unit and its spatial lag. Inference is based on random spatial permutations under the null." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0. , 1.57079633, 3.14159265, 4.71238898, 6.28318531])" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r4.cuts" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([32, 5, 9, 2])" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r4.counts" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "np.random.seed(1234)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "r4.permute(permutations=999)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0.028, 0. , 0.002, 0.004])" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r4.p" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here all the four sector counts are signficantly different from their expectation under the null.\n", "\n", "A directional test can also be implemented. Here the direction of the departure from the null due to positive co-movement of a focal unit and its spatial lag over the time period results in two two general cases. For sectors in the positive quadrants (I and III), the observed counts are considered extreme if they are larger than expectation, while for the negative quadrants (II, IV) the observed counts are considered extreme if they are small than the expected counts under the null." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0.013, 0.001, 0.001, 0.013])" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r4.permute(alternative=\"positive\", permutations=999)\n", "r4.p" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([27.24824825, 11.56556557, 2.43443443, 6.75175175])" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r4.expected_perm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, a directional alternative reflecting negative association between the movement of the focal unit and its lag has the complimentary interpretation to the positive alternative: lower counts in I and III, and higher counts in II and IV relative to the null." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0.996, 1. , 1. , 0.996])" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r4.permute(alternative=\"negative\", permutations=999)\n", "r4.p" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:py311_giddy]", "language": "python", "name": "conda-env-py311_giddy-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 4 }