{ "cells": [ { "cell_type": "markdown", "id": "ffa30094", "metadata": {}, "source": [ "# Expressive Max-P regionalization\n", "**Authors:Yunfan Kang**\n", "\n", "The `expressive-max-p` problem involves clustering a set of geographic areas into the maximum number of homogeneous regions that satisfies a set of user defined constraints. Different from the `max-p` regions ([Duque, Anselin, Rey (2012)](https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1467-9787.2011.00743.x)) problem, EMP formulation supports 5 aggregates: MIN, MAX, AVG, SUM, and COUNT. Each aggregate can be paired with a range operator and each query can contain any subset of the five aggregates.\n", "\n", "This notebook demonstrate the algorithm proposed in [Kang and Magdy (2021)]() .\n", "\n", "The pyneapple library package can be installed using the following command:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "!pip install pyneapple-lib\n", "#!pip install git+https://github.com/MagdyLab/Pyneapple.git@main" ] }, { "cell_type": "code", "execution_count": 1, "id": "79e6a872", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/Users/yfkang/anaconda3/lib/python3.10/site-packages/pyneapple/pyneapple-0.1.0-SNAPSHOT-jar-with-dependencies.jar\n" ] } ], "source": [ "import pyneapple.regionalization.expressive_maxp as emp\n", "import pyneapple.weight.rook as rook\n", "import libpysal \n", "import time\n", "from libpysal.weights import Queen, Rook, KNN, Kernel, DistanceBand\n", "import numpy as np\n", "import geopandas\n", "import pandas\n", "import matplotlib.pyplot as plt\n", "import jpype\n", "from jpype import java\n", "from jpype import javax" ] }, { "cell_type": "markdown", "id": "6a77bf05", "metadata": {}, "source": [ "To demonstrate `max-p-enriched`, we combine the census tracts of the Los Angeles City with facts about population and employment status. The plot shows the dataset with the areas colored by its population in 2010." ] }, { "cell_type": "code", "execution_count": 2, "id": "81ce6fc0", "metadata": {}, "outputs": [], "source": [ "path = \"data/LACity/LACity.shp\"\n", "lacity = geopandas.read_file(path)" ] }, { "cell_type": "code", "execution_count": 3, "id": "0b0d442c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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fidOBJECTIDTRACTCE10POPLATPOP_DWHIPOP_DBLAPOP_DAMIPOP_DASIPOP_DHPIPOP_D...Tot_HousinOccup_HousVac_HousinGEO.idpop2010householdspop_16upemployedunemployedgeometry
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12.021011223664575243734185783...1369.01325.044.01400000US060371011223663130430421932102POLYGON ((-118.28996 34.27813, -118.29006 34.2...
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34.0410122033631272166245253356...1317.01246.071.01400000US060371012203189117326311620153POLYGON ((-118.27946 34.24757, -118.27976 34.2...
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5 rows × 67 columns

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" ], "text/plain": [ " fid OBJECTID TRACTCE10 POP LATPOP_D WHIPOP_D BLAPOP_D AMIPOP_D \\\n", "0 1.0 1 101110 4731 1324 2656 83 24 \n", "1 2.0 2 101122 3664 575 2437 34 18 \n", "2 3.0 3 101210 5990 2219 2890 192 16 \n", "3 4.0 4 101220 3363 1272 1662 45 25 \n", "4 5.0 5 101300 4199 503 3190 47 26 \n", "\n", " ASIPOP_D HPIPOP_D ... Tot_Housin Occup_Hous Vac_Housin \\\n", "0 580 15 ... 1734.0 1641.0 93.0 \n", "1 578 3 ... 1369.0 1325.0 44.0 \n", "2 625 16 ... 2317.0 2150.0 167.0 \n", "3 335 6 ... 1317.0 1246.0 71.0 \n", "4 402 10 ... 1582.0 1542.0 40.0 \n", "\n", " GEO.id pop2010 households pop_16up employed unemployed \\\n", "0 1400000US06037101110 5017 1693 3954 2512 175 \n", "1 1400000US06037101122 3663 1304 3042 1932 102 \n", "2 1400000US06037101210 6799 2175 5370 3317 307 \n", "3 1400000US06037101220 3189 1173 2631 1620 153 \n", "4 1400000US06037101300 3808 1408 3209 1857 151 \n", "\n", " geometry \n", "0 POLYGON ((-118.29420 34.26289, -118.29331 34.2... \n", "1 POLYGON ((-118.28996 34.27813, -118.29006 34.2... \n", "2 POLYGON ((-118.29212 34.25071, -118.29219 34.2... \n", "3 POLYGON ((-118.27946 34.24757, -118.27976 34.2... \n", "4 POLYGON ((-118.26542 34.25547, -118.26542 34.2... \n", "\n", "[5 rows x 67 columns]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lacity.head()" ] }, { "cell_type": "markdown", "id": "8413ab90", "metadata": {}, "source": [ "To formulate a `expressive max-p` problem, a number of parameters need to be specified.\n", "\n", "Firstly, a [spatial weights object](https://pysal.org/libpysal/tutorial.html) needs to be calculated. The Pineapple package provides a module `Pineapple.weight.rook` that is supposed to give the same result as the `libpysal.weights.Rook` but runs faster espicially when the number of areas is large." ] }, { "cell_type": "code", "execution_count": 19, "id": "a18c38cd", "metadata": {}, "outputs": [], "source": [ "w = Rook.from_dataframe(lacity)" ] }, { "cell_type": "markdown", "id": "4a4d7c26", "metadata": {}, "source": [ "Then, we can formulate the query by specifying the constraints and the dissimilarity attribute. \n", "\n", "For the first example query, we show how a `max-p` query by formulating it as an `max-p-enriched` query. We use the model to aggregate the cencus tracts in Los Angeles city into regions with population >= 200000 and the heterogeneity mesured by the number of households in each area is minimized." ] }, { "cell_type": "code", "execution_count": 6, "id": "32ef7cce", "metadata": {}, "outputs": [], "source": [ "sum_attr = 'pop2010'\n", "sum_low = 200000.0\n", "dis_attr = 'households'" ] }, { "cell_type": "markdown", "id": "729eb279", "metadata": {}, "source": [ "We then pass the parameters to the module `Pineapple.regionalization.emp`. For the unused constraints, the attribute can be specified as any arbitrary attribute and the range is set to be (-infinity, infinity)" ] }, { "cell_type": "code", "execution_count": 8, "id": "5cb8e702", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "18\n" ] } ], "source": [ "non_attr = 'pop_16up'\n", "inf = java.lang.Double.POSITIVE_INFINITY\n", "p, regions = emp.expressive_maxp(lacity, w, dis_attr, non_attr, -inf, inf, non_attr, -inf, inf, non_attr, -inf, inf, sum_attr, sum_low, inf, -inf, inf) " ] }, { "cell_type": "markdown", "id": "dd3762f7", "metadata": {}, "source": [ "The number of regions, i.e. the p value, and the region label of each area is returned after the regionalization computation." ] }, { "cell_type": "code", "execution_count": 9, "id": "d9a62c5f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "18" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p" ] }, { "cell_type": "code", "execution_count": 10, "id": "91d83900", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 43, 43, 43, ..., 992, 985, 992], dtype=int32)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "regions" ] }, { "cell_type": "code", "execution_count": 11, "id": "f6b0a656", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lacity[\"regionLabel\"] = regions\n", "lacity.plot(column = \"regionLabel\", cmap=\"tab20\", edgecolor=\"w\", figsize = (12, 8))" ] }, { "cell_type": "markdown", "id": "19adf49b", "metadata": {}, "source": [ "Next, we forlulate a query with multiple constraints: aggregate the cencus tracts in Los Angeles city into regions with `population >= 20000`, the minimum `labor force per area <= 3000`, average `employed population between 1000 and 4000`, and the heterogeneity mesured by the number of households in each area is minimized.\n", "Similar to the previous example, we just need to specify the attribute for each constraint and the coresponding range." ] }, { "cell_type": "code", "execution_count": 12, "id": "9d822f5b", "metadata": {}, "outputs": [], "source": [ "min_attr = 'pop_16up'\n", "min_high = 3000.0\n", "avg_attr = 'employed'\n", "avg_low = 1000.0\n", "avg_high = 4000.0\n", "sum_attr = 'pop2010'\n", "sum_low = 20000.0\n", "dis_attr = 'households'" ] }, { "cell_type": "code", "execution_count": 15, "id": "b945c1bc", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "136\n" ] } ], "source": [ "non_attr = 'pop_16up'\n", "inf = java.lang.Double.POSITIVE_INFINITY\n", "p, regions = emp.expressive_maxp(lacity, w, dis_attr, min_attr, -inf, min_high, non_attr, -inf, inf, avg_attr, avg_low, avg_high, sum_attr, sum_low, inf, -inf, inf) " ] }, { "cell_type": "code", "execution_count": 16, "id": "25094617", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "136" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p" ] }, { "cell_type": "code", "execution_count": 17, "id": "61142b20", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 19, 2, 2, ..., 685, 709, 670], dtype=int32)" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "regions" ] }, { "cell_type": "code", "execution_count": 18, "id": "e7fc1ae6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lacity[\"regionLabel\"] = regions\n", "lacity.plot(column = \"regionLabel\", cmap=\"tab20\", edgecolor=\"w\", figsize = (12, 8))" ] }, { "cell_type": "code", "execution_count": null, "id": "be34bee7", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.9" } }, "nbformat": 4, "nbformat_minor": 5 }