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authorLevi John Wolf <levi.john.wolf@gmail.com>2020-12-03 23:09:26 +0000
committerGitHub <noreply@github.com>2020-12-03 15:09:26 -0800
commit7ea028eb7f80f946c63930cf1adf53f5178cb95f (patch)
tree9b9d67d30b515e2e86f57740bee4dbe5d669ded2 /examples/geospatial
parent5c1929d57b15785b1b260a6bc5f0f80825693001 (diff)
downloadnetworkx-7ea028eb7f80f946c63930cf1adf53f5178cb95f.tar.gz
Add plotting examples for geospatial data (#4366)
Co-authored-by: Levi John Wolf <leviwolf@it036330.home> Co-authored-by: Ross Barnowski <rossbar@berkeley.edu> Co-authored-by: Jarrod Millman <jarrod.millman@gmail.com>
Diffstat (limited to 'examples/geospatial')
-rw-r--r--examples/geospatial/cholera_cases.gpkgbin0 -> 131072 bytes
-rw-r--r--examples/geospatial/nuts1.geojson122
-rw-r--r--examples/geospatial/plot_delaunay.py72
-rw-r--r--examples/geospatial/plot_points.py59
-rw-r--r--examples/geospatial/plot_polygons.py56
-rw-r--r--examples/geospatial/schools.dbfbin0 -> 146 bytes
-rw-r--r--examples/geospatial/schools.prj1
-rw-r--r--examples/geospatial/schools.sbnbin0 -> 212 bytes
-rw-r--r--examples/geospatial/schools.sbxbin0 -> 124 bytes
-rw-r--r--examples/geospatial/schools.shpbin0 -> 324 bytes
-rw-r--r--examples/geospatial/schools.shp.xml546
-rw-r--r--examples/geospatial/schools.shxbin0 -> 164 bytes
12 files changed, 856 insertions, 0 deletions
diff --git a/examples/geospatial/cholera_cases.gpkg b/examples/geospatial/cholera_cases.gpkg
new file mode 100644
index 00000000..a21456f3
--- /dev/null
+++ b/examples/geospatial/cholera_cases.gpkg
Binary files differ
diff --git a/examples/geospatial/nuts1.geojson b/examples/geospatial/nuts1.geojson
new file mode 100644
index 00000000..19037a0a
--- /dev/null
+++ b/examples/geospatial/nuts1.geojson
@@ -0,0 +1,122 @@
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+]
+}
diff --git a/examples/geospatial/plot_delaunay.py b/examples/geospatial/plot_delaunay.py
new file mode 100644
index 00000000..a94d46b5
--- /dev/null
+++ b/examples/geospatial/plot_delaunay.py
@@ -0,0 +1,72 @@
+"""
+=====
+Delaunay graphs from geographic points
+=====
+
+This example shows how to build a delaunay graph (plus its dual,
+the set of Voronoi polygons) from a set of points.
+For this, we will use the set of cholera cases at the Broad Street Pump,
+recorded by John Snow in 1853. The methods shown here can also work
+directly with polygonal data using their centroids as representative points.
+"""
+
+from libpysal import weights, examples
+from libpysal.cg import voronoi_frames
+from contextily import add_basemap
+import matplotlib.pyplot as plt
+import networkx as nx
+import numpy as np
+import geopandas
+
+# read in example data from a geopackage file. Geopackages
+# are a format for storing geographic data that is backed
+# by sqlite. geopandas reads data relying on the fiona package,
+# providing a high-level pandas-style interface to geographic data.
+# Many different kinds of geographic data formats can be read by geopandas.
+cases = geopandas.read_file("cholera_cases.gpkg")
+
+# In order for networkx to plot the nodes of our graph correctly, we
+# need to construct the array of coordinates for each point in our dataset.
+# To get this as a numpy array, we extract the x and y coordinates from the
+# geometry column.
+coordinates = np.column_stack((cases.geometry.x, cases.geometry.y))
+
+# While we could simply present the Delaunay graph directly, it is useful to
+# visualize the Delaunay graph alongside the Voronoi diagram. This is because
+# the two are intrinsically linked: the adjacency graph of the Voronoi diagram
+# is the Delaunay graph for the set of generator points! Put simply, this means
+# we can build the Voronoi diagram (relying on scipy.spatial for the underlying
+# computations), and then convert these polygons quickly into the Delaunay graph.
+# Be careful, though; our algorithm, by default, will clip the voronoi diagram to
+# the bounding box of the point pattern. This is controlled by the "clip" argument.
+cells, generators = voronoi_frames(coordinates, clip="convex hull")
+
+# With the voronoi polygons, we can construct the adjacency graph between them using
+# "Rook" contiguity. This represents voronoi cells as being adjacent if they share
+# an edge/face. This is an analogue to the "von Neuman" neighborhood, or the 4 cardinal
+# neighbors in a regular grid. The name comes from the directions a Rook piece can move
+# on a chessboard.
+delaunay = weights.Rook.from_dataframe(cells)
+
+# Once the graph is built, we can convert the graphs to networkx objects using the
+# relevant method.
+delaunay_graph = delaunay.to_networkx()
+
+# To plot with networkx, we need to merge the nodes back to
+# their positions in order to plot in networkx
+positions = dict(zip(delaunay_graph.nodes, coordinates))
+
+# Now, we can plot with a nice basemap.
+ax = cells.plot(facecolor="lightblue", alpha=0.50, edgecolor="cornsilk", linewidth=2)
+add_basemap(ax)
+ax.axis("off")
+nx.draw(
+ delaunay_graph,
+ positions,
+ ax=ax,
+ node_size=2,
+ node_color="k",
+ edge_color="k",
+ alpha=0.8,
+)
+plt.show()
diff --git a/examples/geospatial/plot_points.py b/examples/geospatial/plot_points.py
new file mode 100644
index 00000000..7d9d99df
--- /dev/null
+++ b/examples/geospatial/plot_points.py
@@ -0,0 +1,59 @@
+"""
+=============================
+Graphs from geographic points
+=============================
+
+This example shows how to build a graph from a set of points
+using PySAL and geopandas. In this example, we'll use the famous
+set of cholera cases at the Broad Street Pump, recorded by John Snow in 1853.
+The methods shown here can also work directly with polygonal data using their
+centroids as representative points.
+"""
+
+from libpysal import weights, examples
+from contextily import add_basemap
+import matplotlib.pyplot as plt
+import networkx as nx
+import numpy as np
+import geopandas
+
+# read in example data from a geopackage file. Geopackages
+# are a format for storing geographic data that is backed
+# by sqlite. geopandas reads data relying on the fiona package,
+# providing a high-level pandas-style interface to geographic data.
+cases = geopandas.read_file("cholera_cases.gpkg")
+
+# construct the array of coordinates for the centroid
+coordinates = np.column_stack((cases.geometry.x, cases.geometry.y))
+
+# construct two different kinds of graphs:
+
+## 3-nearest neighbor graph, meaning that points are connected
+## to the three closest other points. This means every point
+## will have exactly three neighbors.
+knn3 = weights.KNN.from_dataframe(cases, k=3)
+
+## The 50-meter distance band graph will connect all pairs of points
+## that are within 50 meters from one another. This means that points
+## may have different numbers of neighbors.
+dist = weights.DistanceBand.from_array(coordinates, threshold=50)
+
+# Then, we can convert the graph to networkx object using the
+# .to_networkx() method.
+knn_graph = knn3.to_networkx()
+dist_graph = dist.to_networkx()
+
+# To plot with networkx, we need to merge the nodes back to
+# their positions in order to plot in networkx
+positions = dict(zip(knn_graph.nodes, coordinates))
+
+# plot with a nice basemap
+f, ax = plt.subplots(1, 2, figsize=(8, 4))
+for i, facet in enumerate(ax):
+ cases.plot(marker=".", color="orangered", ax=facet)
+ add_basemap(facet)
+ facet.set_title(("KNN-3", "50-meter Distance Band")[i])
+ facet.axis("off")
+nx.draw(knn_graph, positions, ax=ax[0], node_size=5, node_color="b")
+nx.draw(dist_graph, positions, ax=ax[1], node_size=5, node_color="b")
+plt.show()
diff --git a/examples/geospatial/plot_polygons.py b/examples/geospatial/plot_polygons.py
new file mode 100644
index 00000000..e8e45a1f
--- /dev/null
+++ b/examples/geospatial/plot_polygons.py
@@ -0,0 +1,56 @@
+"""
+====================
+Graphs from Polygons
+====================
+
+This example shows how to build a graph from a set of polygons
+using PySAL and geopandas. We'll focus on the Queen contiguity
+graph, but constructors are also provided for Rook contiguity,
+as well as other kinds of graphs from the polygon centroids.
+"""
+
+from libpysal import weights
+import matplotlib.pyplot as plt
+import networkx as nx
+import geopandas
+import numpy as np
+
+# read in example data from geojson. GeoJSON is a file format
+# for encoding geographic data based on JSON. It is useful for
+# presenting geographic data on the web, and is increasingly
+# used as a file format for geographic data.
+filepath = "nuts1.geojson"
+european_regions = geopandas.read_file(filepath)
+
+# extract the centroids for connecting the regions, which is
+# the average of the coordinates that define the polygon's boundary
+centroids = np.column_stack((european_regions.centroid.x, european_regions.centroid.y))
+
+# construct the "Queen" adjacency graph. In geographical applications,
+# the "Queen" adjacency graph considers two polygons as connected if
+# they share a single point on their boundary. This is an analogue to
+# the "Moore" neighborhood nine surrounding cells in a regular grid.
+queen = weights.Queen.from_dataframe(european_regions)
+
+# Then, we can convert the graph to networkx object using the
+# .to_networkx() method.
+graph = queen.to_networkx()
+
+# To plot with networkx, we need to merge the nodes back to
+# their positions in order to plot in networkx
+positions = dict(zip(graph.nodes, centroids))
+
+# plot with a nice basemap
+ax = european_regions.plot(linewidth=1, edgecolor="grey", facecolor="lightblue")
+ax.axis([-12, 45, 33, 66])
+ax.axis("off")
+nx.draw(graph, positions, ax=ax, node_size=5, node_color="r")
+plt.show()
+
+# An alternative method to construct graphs from polygons may use
+# pygeos. This package is a high-performance interface to the GEOS C
+# library, used in computing geographical relationships. These let us
+# describe the relationships between "point sets," like polygons whether
+# or not a line "crosses" a polygon, or whether two polygons "touch."
+# These relationships, called "predicates", are extensive, and are documented
+# by the pygeos package.
diff --git a/examples/geospatial/schools.dbf b/examples/geospatial/schools.dbf
new file mode 100644
index 00000000..70ab8d1e
--- /dev/null
+++ b/examples/geospatial/schools.dbf
Binary files differ
diff --git a/examples/geospatial/schools.prj b/examples/geospatial/schools.prj
new file mode 100644
index 00000000..b7b18c89
--- /dev/null
+++ b/examples/geospatial/schools.prj
@@ -0,0 +1 @@
+PROJCS["NAD_1983_StatePlane_Arizona_Central_FIPS_0202_Feet",GEOGCS["GCS_North_American_1983",DATUM["D_North_American_1983",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",699998.6],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",-111.9166666666667],PARAMETER["Scale_Factor",0.9999],PARAMETER["Latitude_Of_Origin",31.0],UNIT["Foot_US",0.3048006096012192]] \ No newline at end of file
diff --git a/examples/geospatial/schools.sbn b/examples/geospatial/schools.sbn
new file mode 100644
index 00000000..0508084e
--- /dev/null
+++ b/examples/geospatial/schools.sbn
Binary files differ
diff --git a/examples/geospatial/schools.sbx b/examples/geospatial/schools.sbx
new file mode 100644
index 00000000..abadf287
--- /dev/null
+++ b/examples/geospatial/schools.sbx
Binary files differ
diff --git a/examples/geospatial/schools.shp b/examples/geospatial/schools.shp
new file mode 100644
index 00000000..b71949e4
--- /dev/null
+++ b/examples/geospatial/schools.shp
Binary files differ
diff --git a/examples/geospatial/schools.shp.xml b/examples/geospatial/schools.shp.xml
new file mode 100644
index 00000000..9ec306c7
--- /dev/null
+++ b/examples/geospatial/schools.shp.xml
@@ -0,0 +1,546 @@
+<?xml version="1.0"?>
+<metadata><idinfo><citation><citeinfo><origin>Arizona Department of Environmental Quality, Arizona Department of Health Services</origin><pubdate>August 14, 2007</pubdate><title Sync="TRUE">SCHOOLS_EVERYTHING_8_7_08</title><edition>Schools 8-14-2007</edition><geoform Sync="TRUE">vector digital data</geoform><onlink>\\adeq.lcl\gisprod\data\adeq\schools-everything-8-14-07.shp</onlink><ftname Sync="TRUE">SCHOOLS_EVERYTHING_8_7_08</ftname></citeinfo></citation><descript><abstract>This data set is a general reference for schools or "learning sites" in Arizona. It represents schools from the AZ Department of Education (CTDS numbers, charter and public schools), AZ School Facilities Board, private schools, some technical schools, colleges and universities.</abstract><purpose>The intention with which the data set was developed is for general reference only. It is representative only presenting a single point in time for the topic "learning sites." It is not the final or authoritative legal documentation for the learning sites data or locations.</purpose><supplinf>This data set does not contain locations for all cosmetology or beauty colleges, horseshoeing or welding technical schools, or other trade schools.</supplinf><langdata Sync="TRUE">en</langdata></descript><timeperd><timeinfo><sngdate><caldate>REQUIRED: The year (and optionally month, or month and day) for which the data set corresponds to the ground.</caldate></sngdate></timeinfo><current>publication date</current></timeperd><status><progress>In work</progress><update>As needed</update></status><spdom><bounding><westbc Sync="TRUE">-114.993109</westbc><eastbc Sync="TRUE">-108.985983</eastbc><northbc Sync="TRUE">37.012375</northbc><southbc Sync="TRUE">31.281734</southbc></bounding><lboundng><leftbc Sync="TRUE">144373.429325</leftbc><rightbc Sync="TRUE">679220.687500</rightbc><bottombc Sync="TRUE">3466849.812280</bottombc><topbc Sync="TRUE">4096245.182700</topbc></lboundng></spdom><keywords><theme><themekt>REQUIRED: Reference to a formally registered thesaurus or a similar authoritative source of theme keywords.</themekt><themekey>ADEQ</themekey><themekey>environment</themekey><themekey>Arizona</themekey><themekey>Environmental Quality</themekey><themekey>Department of Environmental Quality</themekey><themekey>schools</themekey><themekey>learning sites</themekey><themekey>colleges</themekey><themekey>universities</themekey><themekey>grade school</themekey><themekey>elementary school</themekey><themekey>high school</themekey><themekey>middle school</themekey><themekey>kindergarten</themekey><themekey>private school</themekey><themekey>parochial school</themekey><themekey>montessori</themekey><themekey>community college</themekey><themekey>junior college</themekey><themekey>university</themekey><themekey>Arizona Department of Education</themekey><themekey>Charter School</themekey></theme><place><placekey>Arizona</placekey></place><temporal><tempkey>2008</tempkey></temporal></keywords><accconst>Access to these data are allowed for non-commercial applications without charge. Commercial uses require payment.</accconst><useconst>The Arizona Department of Environmental Quality and others have compiled this data as a service to our customers using information from various sources. ADEQ and its collaborators cannot ensure that the information is accurate, current or complete. Neither the information presented nor maps derived from them are official documents.
+
+All data are provided "as is" and may contain errors. The data are for reference and illustration purposes only and are not suitable for site-specific decision making. Information found here should not be used for making financial or any other commitments. Conclusions drawn from such information are the responsibility of the user.
+
+ADEQ assumes no responsibility for errors arising from misuse of the data or maps derived from the data. ADEQ disclaims any liability for injury, damage or loss that might result from the use of this information. In no event shall ADEQ become liable to users of these data and maps, or any other party, arising from the use or modification of the data.</useconst><ptcontac><cntinfo><cntorgp><cntorg>Arizona Department of Environmental Quality</cntorg></cntorgp><cntaddr><addrtype>mailing and physical address</addrtype><address>1110 W Washington St</address><city>Phoenix</city><state>Arizona</state><postal>85007</postal><country>USA</country></cntaddr></cntinfo></ptcontac><datacred>This data set has been created in collaboration with the Arizona Department of Education, Arizona Department of Health Services, Arizona State Land Department and the Arizona State Cartographers Office.</datacred><secinfo><secclass>Unclassified</secclass></secinfo><native Sync="TRUE">Microsoft Windows XP Version 5.1 (Build 2600) Service Pack 3; ESRI ArcCatalog 9.3.1.1850</native><natvform Sync="TRUE">Shapefile</natvform></idinfo><dataqual><lineage><procstep><procdesc>Dataset copied.</procdesc></procstep><procstep><procdesc>Metadata imported.</procdesc><srcused>D:\DOCUME~1\VMG~1.ADE\LOCALS~1\Temp\xmlCA.tmp</srcused></procstep><procstep><procdesc>Metadata imported.</procdesc><srcused>S:\common\vmg\schoolsmetadata.xml</srcused></procstep><procstep><procdesc Sync="TRUE">Metadata imported.</procdesc><srcused Sync="TRUE">S:\common\vmg\schools_everything_5_19_08.xml</srcused><date Sync="TRUE">20080708</date><time Sync="TRUE">12334800</time></procstep><procstep><procdesc Sync="TRUE">Metadata imported.</procdesc><srcused Sync="TRUE">T:\data\adeq\cross_media\schools_everything_7_8_08.shp.xml</srcused><date Sync="TRUE">20080811</date><time Sync="TRUE">10052400</time></procstep><procstep><procdesc Sync="TRUE">Dataset copied.</procdesc><srcused Sync="TRUE"></srcused><procdate Sync="TRUE">20120210</procdate><proctime Sync="TRUE">09541600</proctime></procstep><procstep><procdesc Sync="TRUE">Dataset copied.</procdesc><srcused Sync="TRUE"></srcused><procdate Sync="TRUE">20120210</procdate><proctime Sync="TRUE">09575300</proctime></procstep><procstep><procdesc Sync="TRUE">Dataset copied.</procdesc><srcused Sync="TRUE"></srcused><procdate Sync="TRUE">20120210</procdate><proctime Sync="TRUE">09582900</proctime></procstep></lineage></dataqual><spdoinfo><direct Sync="TRUE">Vector</direct><ptvctinf><esriterm Name="ADEQ_AZ_SCHOOLS_2008"><efeatyp Sync="TRUE">Simple</efeatyp><efeageom Sync="TRUE">1</efeageom><esritopo Sync="TRUE">FALSE</esritopo><efeacnt Sync="TRUE">2772</efeacnt><spindex Sync="TRUE">TRUE</spindex><linrefer Sync="TRUE">FALSE</linrefer></esriterm></ptvctinf></spdoinfo><spref><horizsys><planar><planci><plance Sync="TRUE">coordinate pair</plance><coordrep><absres Sync="TRUE">0.000000</absres><ordres Sync="TRUE">0.000000</ordres></coordrep><plandu Sync="TRUE">meters</plandu></planci></planar><geodetic><horizdn Sync="TRUE">North American Datum of 1983</horizdn><ellips Sync="TRUE">Geodetic Reference System 80</ellips><semiaxis Sync="TRUE">6378137.000000</semiaxis><denflat Sync="TRUE">298.257222</denflat></geodetic><cordsysn><geogcsn Sync="TRUE">GCS_North_American_1983</geogcsn><projcsn Sync="TRUE">NAD_1983_UTM_Zone_12N</projcsn></cordsysn></horizsys></spref><eainfo><detailed Name="ADEQ_AZ_SCHOOLS_2008"><enttyp><enttypl Sync="TRUE">ADEQ_AZ_SCHOOLS_2008</enttypl><enttypt Sync="TRUE">Feature Class</enttypt><enttypc Sync="TRUE">2772</enttypc></enttyp><attr><attrlabl>FID</attrlabl><attrdef>Internal feature number.</attrdef><attrdefs>ESRI</attrdefs><attrdomv><udom>Sequential unique whole numbers that are automatically generated.</udom></attrdomv><attalias Sync="TRUE">FID</attalias><attrtype Sync="TRUE">OID</attrtype><attwidth Sync="TRUE">4</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>Shape</attrlabl><attrdef>Feature geometry.</attrdef><attrdefs>ESRI</attrdefs><attrdomv><udom>Coordinates defining the features.</udom></attrdomv><attalias Sync="TRUE">Shape</attalias><attrtype Sync="TRUE">Geometry</attrtype><attwidth Sync="TRUE">0</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>NAME</attrlabl><attrdef>School or learning site name</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Good</attrva><attrvae>Names verified to mulitple sources</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">69</attwidth><attalias Sync="TRUE">NAME</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>ADDRESS</attrlabl><attrdef>Physical address of school or learning site</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Good</attrva><attrvae>Verified to multiple sources</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">44</attwidth><attalias Sync="TRUE">ADDRESS</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>ZIP</attrlabl><attrdef>ZIP Code of physical location</attrdef><attrdefs>USPS ZIP Code</attrdefs><attrvai><attrva>Good</attrva><attrvae>Verified to outside source</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">7</attwidth><attalias Sync="TRUE">ZIP</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>CTDS</attrlabl><attrdef>AZ Dept of Education Identification Number, (County Code, Type Code, District Code &amp; Site Number</attrdef><attrdefs>AZ Dept. of Education</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Missing leading zeros in string field</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">10</attwidth><attalias Sync="TRUE">CTDS</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>CTDS_NUM</attrlabl><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">11</attwidth><attalias Sync="TRUE">CTDS_NUM</attalias><atprecis Sync="TRUE">11</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>STATUS</attrlabl><attrdef>Operating Status (open , closed, proposed)</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Good</attrva><attrvae>Validated to multiple sources</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">8</attwidth><attalias Sync="TRUE">STATUS</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>LOCATION</attrlabl><attrdef>Location check method</attrdef><attrdefs>ADEQ</attrdefs><attrdomv><edom><edomv>DIG</edomv><edomvd>Digitally verified against raster data or other data set (parcels)</edomvd><edomvds>ADEQ</edomvds></edom><edom><edomv>NON</edomv><edomvd>Non-specific, multiple methods of verification (digital, geocoding, GPS, etc.)</edomvd><edomvds>ADEQ</edomvds></edom><edom><edomv>GPS</edomv><edomvd>Global Positioning System - field collected</edomvd><edomvds>ADEQ</edomvds></edom><edom><edomv>GEO</edomv><edomvd>Originally geocoded - address matched [location verified by other methods]</edomvd><edomvds>ADEQ</edomvds></edom></attrdomv><attrvai><attrva>Good</attrva><attrvae>Verified</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">10</attwidth><attalias Sync="TRUE">LOCATION</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>QA_QC</attrlabl><attrdef>Quality Assurance / Quality Control Code</attrdef><attrdefs>ADEQ</attrdefs><attrdomv><edom><edomv>0</edomv><edomvd>Used as identifier for version additions to data set - GPS], location quality is "ok"</edomvd><edomvds>ADEQ</edomvds></edom><edom><edomv>1</edomv><edomvd>Very high confidence of location accuracy, matched to at least two independent sources</edomvd><edomvds>ADEQ</edomvds></edom><edom><edomv>2</edomv><edomvd>Low confidence of locational accuracy, unable to match to other sources</edomvd><edomvds>ADEQ</edomvds></edom><edom><edomv>3</edomv><edomvd>Used as identifier for version additions to data set - GPS or NON, location quality is "ok"</edomvd><edomvds>ADEQ</edomvds></edom><edom><edomv>4</edomv><edomvd>Used as identifier for version additions to data set - GPS or NON, location quality is "ok"</edomvd><edomvds>ADEQ</edomvds></edom><edom><edomv>5</edomv><edomvd>Very high confidence of location accuracy, matched digitally, etc. to at least two independent sources</edomvd><edomvds>ADEQ</edomvds></edom></attrdomv><attrvai><attrva>Good</attrva></attrvai><attrtype Sync="TRUE">Integer</attrtype><attwidth Sync="TRUE">7</attwidth><attalias Sync="TRUE">QA_QC</attalias><atprecis Sync="TRUE">7</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>CITY</attrlabl><attrdef>Physical location city or town</attrdef><attrdefs>Digital</attrdefs><attrvai><attrva>Good</attrva><attrvae>Verified</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">22</attwidth><attalias Sync="TRUE">CITY</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>COUNTY</attrlabl><attrdef>County</attrdef><attrdefs>Digital</attrdefs><attrvai><attrva>Good</attrva><attrvae>Verified</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">12</attwidth><attalias Sync="TRUE">COUNTY</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>PHONE</attrlabl><attrdef>Phone Number</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not verified</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">12</attwidth><attalias Sync="TRUE">PHONE</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>FAX</attrlabl><attrdef>FAX Number</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not verified</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">12</attwidth><attalias Sync="TRUE">FAX</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>LOWGRADE</attrlabl><attrdef>Lowest class level</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">12</attwidth><attalias Sync="TRUE">LOWGRADE</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>HIGHGRADE</attrlabl><attrdef>Highest class level taught</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not verified</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">12</attwidth><attalias Sync="TRUE">HIGHGRADE</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>COMMENT</attrlabl><attrdef>Comments Field</attrdef><attrdefs>Varies</attrdefs><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">49</attwidth><attalias Sync="TRUE">COMMENT</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>DISTRICT</attrlabl><attrdef>School District or Charter Holder</attrdef><attrdefs>AZ Department of Education</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not fully verified</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">55</attwidth><attalias Sync="TRUE">DISTRICT</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">GRADE</attrlabl><attalias Sync="TRUE">GRADE</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">7</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">NURSE</attrlabl><attalias Sync="TRUE">NURSE</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">11</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">RN_PHN</attrlabl><attalias Sync="TRUE">RN_PHN</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">16</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">JUV_POP</attrlabl><attalias Sync="TRUE">JUV_POP</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">9</attwidth><atprecis 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Sync="TRUE">FIRST</attrlabl><attalias Sync="TRUE">FIRST</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">6</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">SECOND</attrlabl><attalias Sync="TRUE">SECOND</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">9</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">THIRD</attrlabl><attalias Sync="TRUE">THIRD</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">6</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">FOURTH</attrlabl><attalias Sync="TRUE">FOURTH</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">FIFTH</attrlabl><attalias Sync="TRUE">FIFTH</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">6</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">SIXTH</attrlabl><attalias Sync="TRUE">SIXTH</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">6</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">SEVENTH</attrlabl><attalias Sync="TRUE">SEVENTH</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">9</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">EIGHTH</attrlabl><attalias Sync="TRUE">EIGHTH</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">7</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">NINTH</attrlabl><attalias Sync="TRUE">NINTH</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">6</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">TENTH</attrlabl><attalias Sync="TRUE">TENTH</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">7</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">ELEVENTH</attrlabl><attalias Sync="TRUE">ELEVENTH</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">10</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">TWELFTH</attrlabl><attalias Sync="TRUE">TWELFTH</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">9</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">PRESCHL</attrlabl><attalias Sync="TRUE">PRESCHL</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">9</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">ACCURACY</attrlabl><attalias Sync="TRUE">ACCURACY</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">12</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">BOARDING</attrlabl><attalias Sync="TRUE">BOARDING</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">10</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">REGION</attrlabl><attalias Sync="TRUE">REGION</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">9</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">WEB_PAGE</attrlabl><attalias Sync="TRUE">WEB_PAGE</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">69</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>GRADE</attrlabl><attrdef>Range of classes taught</attrdef><attrdefs>Varies</attrdefs><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">11</attwidth><attalias Sync="TRUE">PLAC_IDNO</attalias><atprecis Sync="TRUE">11</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>NURSE</attrlabl><attrdef>School Nurse present?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Unknown</attrva></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">49</attwidth><attalias Sync="TRUE">COMMENT</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>RN_PHN</attrlabl><attrdef>Register Nurse Phone Number</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Unknown</attrva></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">12</attwidth><attalias Sync="TRUE">HIGHGRADE</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>JUV_POP</attrlabl><attrdef>Juvenile Population (number of students)</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Unknown</attrva></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">12</attwidth><attalias Sync="TRUE">LOWGRADE</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>DISTNUM</attrlabl><attrdef>School District Number or Charter Holder Number</attrdef><attrdefs>AZ Department of Education</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Partially verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">12</attwidth><attalias Sync="TRUE">FAX</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>MAILTO</attrlabl><attrdef>Mailing Address</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not verified</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">12</attwidth><attalias Sync="TRUE">PHONE</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>MAILCITY</attrlabl><attrdef>Mailing Address City</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">12</attwidth><attalias Sync="TRUE">COUNTY</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>MAILSTAT</attrlabl><attrdef>Mailing Address State</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">22</attwidth><attalias Sync="TRUE">CITY</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>MAILZIP</attrlabl><attrdef>Mailing Address ZIP</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not verified</attrvae></attrvai><attrtype Sync="TRUE">Integer</attrtype><attwidth Sync="TRUE">7</attwidth><attalias Sync="TRUE">QA_QC</attalias><atprecis Sync="TRUE">7</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>CLASS</attrlabl><attrdef>Class - grade levels</attrdef><attrdefs>Varies</attrdefs><attrdomv><edom><edomv>University</edomv><edomvd>University level</edomvd><edomvds>Varies</edomvds></edom><edom><edomv>Comm. College</edomv><edomvd>Community College - part of community college network</edomvd><edomvds>Varies</edomvds></edom><edom><edomv>College</edomv><edomvd>College - non-university or community college</edomvd><edomvds>Varies</edomvds></edom><edom><edomv>Tech</edomv><edomvd>Technical Schools</edomvd><edomvds>Varies</edomvds></edom><edom><edomv>Rel. College</edomv><edomvd>Religious College</edomvd><edomvds>Varies</edomvds></edom><edom><edomv>Special Needs</edomv><edomvd>Special needs schools</edomvd><edomvds>ADEQ</edomvds></edom><edom><edomv>All Grades</edomv><edomvd>All grade levels</edomvd><edomvds>ADEQ</edomvds></edom><edom><edomv>High</edomv><edomvd>High School</edomvd><edomvds>Varies</edomvds></edom><edom><edomv>JR/SR High</edomv><edomvd>Seventh through twelfth grade</edomvd><edomvds>ADEQ</edomvds></edom><edom><edomv>Middle</edomv><edomvd>Middle School</edomvd><edomvds>Varies</edomvds></edom><edom><edomv>Primary</edomv><edomvd>Primary or elementary school</edomvd><edomvds>Varies</edomvds></edom><edom><edomv>(Blank)</edomv><edomvd>Unknown grade levels</edomvd></edom></attrdomv><attrvai><attrva>Good</attrva><attrvae>Verified</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">10</attwidth><attalias Sync="TRUE">LOCATION</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>TYPE_1</attrlabl><attrdef>Type of School</attrdef><attrdefs>Varies</attrdefs><attrdomv><edom><edomv>Charter</edomv><edomvd>Arizona Charter School</edomvd><edomvds>Arizona Board of Charter Schools</edomvds></edom><edom><edomv>Public</edomv><edomvd>Public School</edomvd><edomvds>Az Departement of Education</edomvds></edom><edom><edomv>BIA</edomv><edomvd>Bureau of Indian Affairs operated school</edomvd><edomvds>US BIA</edomvds></edom><edom><edomv>Closed</edomv><edomvd>Closed School</edomvd><edomvds>ADEQ</edomvds></edom><edom><edomv>Private</edomv><edomvd>Private or Parochial operated school</edomvd><edomvds>Varies</edomvds></edom><edom><edomv>Tribal</edomv><edomvd>Tribe operated school</edomvd><edomvds>Varies</edomvds></edom></attrdomv><attrvai><attrva>Good</attrva><attrvae>verified</attrvae></attrvai><attrmfrq>As needed</attrmfrq><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">69</attwidth><attalias Sync="TRUE">NAME</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>KINDER</attrlabl><attrdef>Kindergarden Taught?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">Geometry</attrtype><attwidth Sync="TRUE">0</attwidth><attalias Sync="TRUE">Shape</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale><attrdomv><udom Sync="TRUE">Coordinates defining the features.</udom></attrdomv></attr><attr><attrlabl>FIRST</attrlabl><attrdef>First Grade Taught?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">OID</attrtype><attwidth Sync="TRUE">4</attwidth><attalias Sync="TRUE">FID</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale><attrdomv><udom Sync="TRUE">Sequential unique whole numbers that are automatically generated.</udom></attrdomv></attr><attr><attrlabl>SECOND</attrlabl><attrdef>Second Grade Taught?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">9</attwidth><attalias Sync="TRUE">SECOND</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>THIRD</attrlabl><attrdef>Third Grade Taught?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">6</attwidth><attalias Sync="TRUE">THIRD</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>FOURTH</attrlabl><attrdef>Fourth Grade Taught?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">8</attwidth><attalias Sync="TRUE">FOURTH</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>FIFTH</attrlabl><attrdef>Fifth Grade Taught?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">6</attwidth><attalias Sync="TRUE">FIFTH</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>SIXTH</attrlabl><attrdef>Sixth Grade Taught?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">6</attwidth><attalias Sync="TRUE">SIXTH</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>SEVENTH</attrlabl><attrdef>Seventh Grade Taught?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">9</attwidth><attalias Sync="TRUE">SEVENTH</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>EIGHTH</attrlabl><attrdef>Eighth Grade Taught?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">7</attwidth><attalias Sync="TRUE">EIGHTH</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>NINTH</attrlabl><attrdef>Ninth Grade Taught</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">6</attwidth><attalias Sync="TRUE">NINTH</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>TENTH</attrlabl><attrdef>Tenth Grade Taught?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">7</attwidth><attalias Sync="TRUE">TENTH</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>ELEVENTH</attrlabl><attrdef>Eleventh Grade Taught?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">10</attwidth><attalias Sync="TRUE">ELEVENTH</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>TWELFTH</attrlabl><attrdef>Twelfth Grade Taught?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">9</attwidth><attalias Sync="TRUE">TWELFTH</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>PRESCHL</attrlabl><attrdef>Preschool Level Taught?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">9</attwidth><attalias Sync="TRUE">PRESCHL</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>ACCURACY</attrlabl><attrdef>Original Accuracy</attrdef><attrdefs>ADHS</attrdefs><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">12</attwidth><attalias Sync="TRUE">ACCURACY</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>BOARDING</attrlabl><attrdef>Boarding School?</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">10</attwidth><attalias Sync="TRUE">BOARDING</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>REGION</attrlabl><attrdef>Region of State</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Not Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">9</attwidth><attalias Sync="TRUE">REGION</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>WEB_PAGE</attrlabl><attrdef>School Web Page Address</attrdef><attrdefs>Varies</attrdefs><attrvai><attrva>Medium</attrva><attrvae>Paritially Verified</attrvae></attrvai><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">69</attwidth><attalias Sync="TRUE">WEB_PAGE</attalias><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl>PLAC_IDNO</attrlabl><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">11</attwidth><attalias Sync="TRUE">PLAC_IDNO</attalias><atprecis Sync="TRUE">11</atprecis><attscale Sync="TRUE">0</attscale></attr></detailed></eainfo><distinfo><resdesc>Downloadable Data</resdesc><stdorder><digform><digtinfo><transize>3.017</transize><dssize Sync="TRUE">0.074</dssize></digtinfo></digform></stdorder></distinfo><metainfo><metd Sync="TRUE">20090730</metd><metc><cntinfo><cntorgp><cntorg>REQUIRED: The organization responsible for the metadata information.</cntorg><cntper>REQUIRED: The person responsible for the metadata information.</cntper></cntorgp><cntaddr><addrtype>REQUIRED: The mailing and/or physical address for the organization or individual.</addrtype><city>REQUIRED: The city of the address.</city><state>REQUIRED: The state or province of the address.</state><postal>REQUIRED: The ZIP or other postal code of the address.</postal></cntaddr><cntvoice>REQUIRED: The telephone number by which individuals can speak to the organization or individual.</cntvoice></cntinfo></metc><metstdn Sync="TRUE">FGDC Content Standards for Digital Geospatial Metadata</metstdn><metstdv Sync="TRUE">FGDC-STD-001-1998</metstdv><mettc Sync="TRUE">local time</mettc><metextns><onlink>http://www.esri.com/metadata/esriprof80.html</onlink><metprof>ESRI Metadata Profile</metprof></metextns><metextns><onlink>http://www.esri.com/metadata/esriprof80.html</onlink><metprof>ESRI Metadata Profile</metprof></metextns><metextns><onlink>http://www.esri.com/metadata/esriprof80.html</onlink><metprof>ESRI Metadata Profile</metprof></metextns><langmeta Sync="TRUE">en</langmeta></metainfo><Esri><CreaDate>20120210</CreaDate><CreaTime>09582900</CreaTime><SyncOnce>FALSE</SyncOnce><SyncDate>20110620</SyncDate><SyncTime>14302900</SyncTime><ModDate>20110620</ModDate><ModTime>14302900</ModTime><DataProperties><itemProps><itemName Sync="TRUE">ADEQ_AZ_SCHOOLS_2008</itemName><imsContentType Sync="TRUE">002</imsContentType><nativeExtBox><westBL Sync="TRUE">144373.429325</westBL><eastBL Sync="TRUE">679220.687500</eastBL><southBL Sync="TRUE">3466849.812280</southBL><northBL Sync="TRUE">4096245.182700</northBL><exTypeCode Sync="TRUE">1</exTypeCode></nativeExtBox><itemSize Sync="TRUE">0.074</itemSize><itemLocation><linkage Sync="TRUE">file://\\itfs1.asurite.ad.asu.edu\gisshare1$\spatial_data\AZ_Data_by_Topic\Education\AZ_Schools\ADEQ_AZ_SCHOOLS_2008.shp</linkage><protocol Sync="TRUE">Local Area Network</protocol></itemLocation></itemProps><coordRef><type Sync="TRUE">Projected</type><geogcsn Sync="TRUE">GCS_North_American_1983</geogcsn><projcsn Sync="TRUE">NAD_1983_UTM_Zone_12N</projcsn><peXml Sync="TRUE">&lt;ProjectedCoordinateSystem xsi:type='typens:ProjectedCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.0'&gt;&lt;WKT&gt;PROJCS[&amp;quot;NAD_1983_UTM_Zone_12N&amp;quot;,GEOGCS[&amp;quot;GCS_North_American_1983&amp;quot;,DATUM[&amp;quot;D_North_American_1983&amp;quot;,SPHEROID[&amp;quot;GRS_1980&amp;quot;,6378137.0,298.257222101]],PRIMEM[&amp;quot;Greenwich&amp;quot;,0.0],UNIT[&amp;quot;Degree&amp;quot;,0.0174532925199433]],PROJECTION[&amp;quot;Transverse_Mercator&amp;quot;],PARAMETER[&amp;quot;False_Easting&amp;quot;,500000.0],PARAMETER[&amp;quot;False_Northing&amp;quot;,0.0],PARAMETER[&amp;quot;Central_Meridian&amp;quot;,-111.0],PARAMETER[&amp;quot;Scale_Factor&amp;quot;,0.9996],PARAMETER[&amp;quot;Latitude_Of_Origin&amp;quot;,0.0],UNIT[&amp;quot;Meter&amp;quot;,1.0],AUTHORITY[&amp;quot;EPSG&amp;quot;,26912]]&lt;/WKT&gt;&lt;XOrigin&gt;-5120900&lt;/XOrigin&gt;&lt;YOrigin&gt;-9998100&lt;/YOrigin&gt;&lt;XYScale&gt;450445547.3910538&lt;/XYScale&gt;&lt;ZOrigin&gt;-100000&lt;/ZOrigin&gt;&lt;ZScale&gt;10000&lt;/ZScale&gt;&lt;MOrigin&gt;-100000&lt;/MOrigin&gt;&lt;MScale&gt;10000&lt;/MScale&gt;&lt;XYTolerance&gt;0.001&lt;/XYTolerance&gt;&lt;ZTolerance&gt;0.001&lt;/ZTolerance&gt;&lt;MTolerance&gt;0.001&lt;/MTolerance&gt;&lt;HighPrecision&gt;true&lt;/HighPrecision&gt;&lt;WKID&gt;26912&lt;/WKID&gt;&lt;/ProjectedCoordinateSystem&gt;</peXml></coordRef><lineage><Process ToolSource="C:\Program Files\ArcGIS\ArcToolbox\Toolboxes\Data Management Tools.tbx\Project" Date="20120210" Time="095753">Project schools Z:\Desktop\example_data\schools_Project.shp PROJCS['NAD_1983_StatePlane_Arizona_Central_FIPS_0202_Feet',GEOGCS['GCS_North_American_1983',DATUM['D_North_American_1983',SPHEROID['GRS_1980',6378137.0,298.257222101]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]],PROJECTION['Transverse_Mercator'],PARAMETER['False_Easting',699998.6],PARAMETER['False_Northing',0.0],PARAMETER['Central_Meridian',-111.9166666666667],PARAMETER['Scale_Factor',0.9999],PARAMETER['Latitude_Of_Origin',31.0],UNIT['Foot_US',0.3048006096012192]] # PROJCS['NAD_1983_UTM_Zone_12N',GEOGCS['GCS_North_American_1983',DATUM['D_North_American_1983',SPHEROID['GRS_1980',6378137.0,298.257222101]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]],PROJECTION['Transverse_Mercator'],PARAMETER['False_Easting',500000.0],PARAMETER['False_Northing',0.0],PARAMETER['Central_Meridian',-111.0],PARAMETER['Scale_Factor',0.9996],PARAMETER['Latitude_Of_Origin',0.0],UNIT['Meter',1.0]]</Process></lineage></DataProperties><ArcGISFormat>1.0</ArcGISFormat><MetaID>{171D5199-0709-4DCB-AFC4-AD87037D006B}</MetaID></Esri><mdLang><languageCode value="en"/></mdLang><mdHrLv><ScopeCd value="005"/></mdHrLv><mdStanName>ArcGIS Metadata</mdStanName><mdStanVer>1.0</mdStanVer><distInfo><distTranOps><transSize>3.017</transSize></distTranOps><distTranOps><onLineSrc><linkage>\\adeq.lcl\gisprod\data\adeq\schools-everything-8-14-07.shp</linkage></onLineSrc></distTranOps><distFormat><formatName Sync="TRUE">Shapefile</formatName></distFormat><distributor><distorTran><onLineSrc><linkage Sync="TRUE">file://</linkage><protocol Sync="TRUE">Local Area Network</protocol></onLineSrc></distorTran></distributor></distInfo><dataIdInfo><idCitation><date><pubDate/></date><resEd>Schools 8-14-2007</resEd><citRespParty><rpOrgName>Arizona Department of Environmental Quality, Arizona Department of Health Services</rpOrgName><role><RoleCd value="006"/></role></citRespParty><resTitle Sync="TRUE">ADEQ_AZ_SCHOOLS_2008</resTitle><presForm><PresFormCd value="005"></PresFormCd></presForm></idCitation><idAbs>This data set is a general reference for schools or "learning sites" in Arizona. It represents schools from the AZ Department of Education (CTDS numbers, charter and public schools), AZ School Facilities Board, private schools, some technical schools, colleges and universities.</idAbs><idPurp>The intention with which the data set was developed is for general reference only. It is representative only presenting a single point in time for the topic "learning sites." It is not the final or authoritative legal documentation for the learning sites data or locations.</idPurp><idCredit>This data set has been created in collaboration with the Arizona Department of Education, Arizona Department of Health Services, Arizona State Land Department and the Arizona State Cartographers Office.</idCredit><idStatus><ProgCd value="007"/></idStatus><idPoC><rpOrgName>Arizona Department of Environmental Quality</rpOrgName><rpCntInfo><cntAddress><delPoint>1110 W Washington St</delPoint><city>Phoenix</city><adminArea>Arizona</adminArea><postCode>85007</postCode><country>US</country></cntAddress></rpCntInfo><role><RoleCd value="007"/></role></idPoC><resMaint><maintFreq><MaintFreqCd value="009"/></maintFreq></resMaint><placeKeys><keyword>Arizona</keyword></placeKeys><tempKeys><keyword>2008</keyword></tempKeys><themeKeys><keyword>montessori</keyword><keyword>environment</keyword><keyword>junior college</keyword><keyword>middle school</keyword><keyword>elementary school</keyword><keyword>grade school</keyword><keyword>community college</keyword><keyword>Arizona</keyword><keyword>kindergarten</keyword><keyword>schools</keyword><keyword>colleges</keyword><keyword>Department of Environmental Quality</keyword><keyword>private school</keyword><keyword>ADEQ</keyword><keyword>Arizona Department of Education</keyword><keyword>parochial school</keyword><keyword>learning sites</keyword><keyword>Charter School</keyword><keyword>high school</keyword><keyword>Environmental Quality</keyword><keyword>universities</keyword><keyword>university</keyword></themeKeys><searchKeys><keyword>montessori</keyword><keyword>environment</keyword><keyword>junior college</keyword><keyword>middle school</keyword><keyword>elementary school</keyword><keyword>grade school</keyword><keyword>community college</keyword><keyword>Arizona</keyword><keyword>kindergarten</keyword><keyword>schools</keyword><keyword>colleges</keyword><keyword>Department of Environmental Quality</keyword><keyword>private school</keyword><keyword>ADEQ</keyword><keyword>Arizona Department of Education</keyword><keyword>parochial school</keyword><keyword>learning sites</keyword><keyword>Arizona</keyword><keyword>2008</keyword><keyword>Charter School</keyword><keyword>high school</keyword><keyword>Environmental Quality</keyword><keyword>universities</keyword><keyword>university</keyword></searchKeys><resConst><LegConsts><accessConsts><RestrictCd value="008"/></accessConsts><othConsts>Access constraints: Access to these data are allowed for non-commercial applications without charge. Commercial uses require payment.</othConsts></LegConsts></resConst><resConst><LegConsts><useConsts><RestrictCd value="008"/></useConsts><othConsts>Use constraints: The Arizona Department of Environmental Quality and others have compiled this data as a service to our customers using information from various sources. ADEQ and its collaborators cannot ensure that the information is accurate, current or complete. Neither the information presented nor maps derived from them are official documents. All data are provided "as is" and may contain errors. The data are for reference and illustration purposes only and are not suitable for site-specific decision making. Information found here should not be used for making financial or any other commitments. Conclusions drawn from such information are the responsibility of the user. ADEQ assumes no responsibility for errors arising from misuse of the data or maps derived from the data. ADEQ disclaims any liability for injury, damage or loss that might result from the use of this information. In no event shall ADEQ become liable to users of these data and maps, or any other party, arising from the use or modification of the data.</othConsts></LegConsts></resConst><resConst><SecConsts><class><ClasscationCd value="001"/></class></SecConsts></resConst><dataLang><languageCode value="en" country="US"/></dataLang><tpCat><TopicCatCd value="007"/></tpCat><dataExt><exDesc>publication date</exDesc><geoEle><GeoBndBox esriExtentType="search"><westBL Sync="TRUE">-114.993109</westBL><eastBL Sync="TRUE">-108.985983</eastBL><northBL Sync="TRUE">37.012375</northBL><southBL Sync="TRUE">31.281734</southBL><exTypeCode Sync="TRUE">1</exTypeCode></GeoBndBox></geoEle></dataExt><suppInfo>This data set does not contain locations for all cosmetology or beauty colleges, horseshoeing or welding technical schools, or other trade schools.</suppInfo><envirDesc Sync="TRUE">Microsoft Windows XP Version 5.1 (Build 2600) Service Pack 3; ESRI ArcGIS 10.0.2.3200</envirDesc><descKeys><thesaName uuidref="723f6998-058e-11dc-8314-0800200c9a66"></thesaName><keyword Sync="TRUE">002</keyword></descKeys><spatRpType><SpatRepTypCd value="001"></SpatRepTypCd></spatRpType></dataIdInfo><dqInfo><dqScope><scpLvl><ScopeCd value="005"/></scpLvl></dqScope><dataLineage/></dqInfo><spatRepInfo><VectSpatRep><topLvl><TopoLevCd value="001"></TopoLevCd></topLvl><geometObjs><geoObjTyp><GeoObjTypCd value="004"></GeoObjTypCd><geoObjCnt Sync="TRUE">2772</geoObjCnt></geoObjTyp></geometObjs></VectSpatRep></spatRepInfo><Binary><Enclosure><Descript>original metadata</Descript><Data SourceMetadata="yes" OriginalFileName="source_metadata.xml" SourceMetadataDigest="3bf31794c3811024c8bd56a81c2e3c" EsriPropertyType="Base64" SourceMetadataSchema="fgdc">PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiPz4NCjxtZXRhZGF0YT4NCiAgPGlk
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diff --git a/examples/geospatial/schools.shx b/examples/geospatial/schools.shx
new file mode 100644
index 00000000..5c20492b
--- /dev/null
+++ b/examples/geospatial/schools.shx
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