diff --git a/bg_centroids.csv b/bg_centroids.csv
new file mode 100644
index 0000000..ca1507e
--- /dev/null
+++ b/bg_centroids.csv
@@ -0,0 +1,4693 @@
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diff --git a/milwaukee_multiservice_yelp.csv b/milwaukee_multiservice_yelp.csv
new file mode 100644
index 0000000..2e72670
--- /dev/null
+++ b/milwaukee_multiservice_yelp.csv
@@ -0,0 +1,1184 @@
+GEOID,category,name,rating,lat,lon
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+551010004002,grocery,Santa Fe Taqueria & Liquor Store,4.5,42.7424185313847,-87.7865309989944
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+551010004002,grocery,Mjs Mini Mart,0.0,42.74045,-87.79566
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+551010004002,laundry,Martinizing Dry Cleaning,1.0,42.6964950561523,-87.8130340576172
+551010006003,grocery,Lee's Deli,4.0,42.7146989,-87.8103078
+551010006003,grocery,16th Street Foods,0.0,42.7125968933105,-87.8121871948242
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new file mode 100644
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+               </gfc:definition>
+               <gfc:cardinality gco:nilReason="unknown"/>
+               <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                        xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+               <gfc:listedValue>
+                  <gfc:FC_ListedValue>
+                     <gfc:label>
+                        <gco:CharacterString>National Standard Codes (ANSI INCITS 31-2009), Federal Information Processing Series (FIPS) - Counties/County Equivalents</gco:CharacterString>
+                     </gfc:label>
+                     <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                              xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+                  </gfc:FC_ListedValue>
+               </gfc:listedValue>
+            </gfc:FC_FeatureAttribute>
+         </gfc:carrierOfCharacteristics>
+         <gfc:carrierOfCharacteristics>
+            <gfc:FC_FeatureAttribute>
+               <gfc:memberName>
+                  <gco:LocalName>TRACTCE</gco:LocalName>
+               </gfc:memberName>
+               <gfc:definition>
+                  <gco:CharacterString>Current census tract code</gco:CharacterString>
+               </gfc:definition>
+               <gfc:cardinality gco:nilReason="unknown"/>
+               <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                        xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+               <gfc:listedValue>
+                  <gfc:FC_ListedValue>
+                     <gfc:label>
+                        <gco:CharacterString>000100 to 998999</gco:CharacterString>
+                     </gfc:label>
+                     <gfc:definition>
+                        <gco:CharacterString>Census tract number</gco:CharacterString>
+                     </gfc:definition>
+                     <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                              xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+                  </gfc:FC_ListedValue>
+               </gfc:listedValue>
+               <gfc:listedValue>
+                  <gfc:FC_ListedValue>
+                     <gfc:label>
+                        <gco:CharacterString>990000 to 990099</gco:CharacterString>
+                     </gfc:label>
+                     <gfc:definition>
+                        <gco:CharacterString>Water tract (2010 and continuing)</gco:CharacterString>
+                     </gfc:definition>
+                     <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                              xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+                  </gfc:FC_ListedValue>
+               </gfc:listedValue>
+               <gfc:listedValue>
+                  <gfc:FC_ListedValue>
+                     <gfc:label>
+                        <gco:CharacterString>990100 to 998999</gco:CharacterString>
+                     </gfc:label>
+                     <gfc:definition>
+                        <gco:CharacterString>Census tract number</gco:CharacterString>
+                     </gfc:definition>
+                     <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                              xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+                  </gfc:FC_ListedValue>
+               </gfc:listedValue>
+            </gfc:FC_FeatureAttribute>
+         </gfc:carrierOfCharacteristics>
+         <gfc:carrierOfCharacteristics>
+            <gfc:FC_FeatureAttribute>
+               <gfc:memberName>
+                  <gco:LocalName>BLKGRPCE</gco:LocalName>
+               </gfc:memberName>
+               <gfc:definition>
+                  <gco:CharacterString>Current block group number. A block group number of 0 represents a water block group.</gco:CharacterString>
+               </gfc:definition>
+               <gfc:cardinality>
+                  <gco:Multiplicity>
+                     <gco:range>
+                        <gco:MultiplicityRange>
+                           <gco:lower>
+                              <gco:Integer>0</gco:Integer>
+                           </gco:lower>
+                           <gco:upper>
+                              <gco:UnlimitedInteger>9</gco:UnlimitedInteger>
+                           </gco:upper>
+                        </gco:MultiplicityRange>
+                     </gco:range>
+                  </gco:Multiplicity>
+               </gfc:cardinality>
+               <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                        xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+            </gfc:FC_FeatureAttribute>
+         </gfc:carrierOfCharacteristics>
+         <gfc:carrierOfCharacteristics>
+            <gfc:FC_FeatureAttribute>
+               <gfc:memberName>
+                  <gco:LocalName>GEOID</gco:LocalName>
+               </gfc:memberName>
+               <gfc:definition>
+                  <gco:CharacterString>Census block group identifier; a concatenation of the current state Federal Information Processing Series (FIPS) code, county FIPS code, census tract code, and block group number</gco:CharacterString>
+               </gfc:definition>
+               <gfc:cardinality gco:nilReason="unknown"/>
+               <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                        xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+               <gfc:listedValue>
+                  <gfc:FC_ListedValue>
+                     <gfc:label gco:nilReason="inapplicable"/>
+                     <gfc:definition>
+                        <gco:CharacterString>The GEOID attribute is a concatenation of the state FIPS code, followed by the county FIPS code, followed by the census tract code, followed by the block group number. No spaces are allowed between the two codes. The State FIPS code is taken from "National Standard Codes (ANSI INCITS 38-2009), Federal Information Processing Series (FIPS) - States". The county FIPS code is taken from "National Standard Codes (ANSI INCITS 31-2009), Federal Information Processing Series (FIPS) - Counties/County Equivalents". The census tract code is taken from the "TRACTCE" attribute. The block group number is taken from the "BLKGRPCE" attribute.</gco:CharacterString>
+                     </gfc:definition>
+                  </gfc:FC_ListedValue>
+               </gfc:listedValue>
+            </gfc:FC_FeatureAttribute>
+         </gfc:carrierOfCharacteristics>
+         <gfc:carrierOfCharacteristics>
+            <gfc:FC_FeatureAttribute>
+               <gfc:memberName>
+                  <gco:LocalName>GEOIDFQ</gco:LocalName>
+               </gfc:memberName>
+               <gfc:definition>
+                  <gco:CharacterString>Fully qualified census block group identifier; a concatenation of census survey summary level information with the census block group identifier. The GEOIDFQ attribute is calculated to facilitate joining census spatial data to census survey summary files.</gco:CharacterString>
+               </gfc:definition>
+               <gfc:cardinality gco:nilReason="unknown"/>
+               <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                        xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+               <gfc:listedValue>
+                  <gfc:FC_ListedValue>
+                     <gfc:label gco:nilReason="inapplicable"/>
+                     <gfc:definition>
+                        <gco:CharacterString>The GEOIDFQ attribute is a concatenation of the summary level code, followed by the geovariant code, followed by the geocomponent code, followed by 'US', followed by the census block group identifier. No spaces are allowed between the codes. The summary level code is '150'. The geovariant code is '00'. The geocomponent code is '00'. The census block group identifier is taken from the 'GEOID' attribute.</gco:CharacterString>
+                     </gfc:definition>
+                  </gfc:FC_ListedValue>
+               </gfc:listedValue>
+            </gfc:FC_FeatureAttribute>
+         </gfc:carrierOfCharacteristics>
+         <gfc:carrierOfCharacteristics>
+            <gfc:FC_FeatureAttribute>
+               <gfc:memberName>
+                  <gco:LocalName>NAMELSAD</gco:LocalName>
+               </gfc:memberName>
+               <gfc:definition>
+                  <gco:CharacterString>Current translated legal/statistical area description and the block group number</gco:CharacterString>
+               </gfc:definition>
+               <gfc:cardinality gco:nilReason="unknown"/>
+               <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                        xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+               <gfc:listedValue>
+                  <gfc:FC_ListedValue>
+                     <gfc:label gco:nilReason="inapplicable"/>
+                     <gfc:definition>
+                        <gco:CharacterString>Refer to the block group number that appears in BLKGRPCE and translated legal/statistical area description code BG, Block Group</gco:CharacterString>
+                     </gfc:definition>
+                  </gfc:FC_ListedValue>
+               </gfc:listedValue>
+            </gfc:FC_FeatureAttribute>
+         </gfc:carrierOfCharacteristics>
+         <gfc:carrierOfCharacteristics>
+            <gfc:FC_FeatureAttribute>
+               <gfc:memberName>
+                  <gco:LocalName>MTFCC</gco:LocalName>
+               </gfc:memberName>
+               <gfc:definition>
+                  <gco:CharacterString>MAF/TIGER feature class code</gco:CharacterString>
+               </gfc:definition>
+               <gfc:cardinality gco:nilReason="unknown"/>
+               <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                        xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+               <gfc:listedValue>
+                  <gfc:FC_ListedValue>
+                     <gfc:label>
+                        <gco:CharacterString>G5030</gco:CharacterString>
+                     </gfc:label>
+                     <gfc:definition>
+                        <gco:CharacterString>Block Group</gco:CharacterString>
+                     </gfc:definition>
+                     <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                              xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+                  </gfc:FC_ListedValue>
+               </gfc:listedValue>
+            </gfc:FC_FeatureAttribute>
+         </gfc:carrierOfCharacteristics>
+         <gfc:carrierOfCharacteristics>
+            <gfc:FC_FeatureAttribute>
+               <gfc:memberName>
+                  <gco:LocalName>FUNCSTAT</gco:LocalName>
+               </gfc:memberName>
+               <gfc:definition>
+                  <gco:CharacterString>Current functional status</gco:CharacterString>
+               </gfc:definition>
+               <gfc:cardinality gco:nilReason="unknown"/>
+               <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                        xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+               <gfc:listedValue>
+                  <gfc:FC_ListedValue>
+                     <gfc:label>
+                        <gco:CharacterString>S</gco:CharacterString>
+                     </gfc:label>
+                     <gfc:definition>
+                        <gco:CharacterString>Statistical entity</gco:CharacterString>
+                     </gfc:definition>
+                     <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                              xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+                  </gfc:FC_ListedValue>
+               </gfc:listedValue>
+            </gfc:FC_FeatureAttribute>
+         </gfc:carrierOfCharacteristics>
+         <gfc:carrierOfCharacteristics>
+            <gfc:FC_FeatureAttribute>
+               <gfc:memberName>
+                  <gco:LocalName>ALAND</gco:LocalName>
+               </gfc:memberName>
+               <gfc:definition>
+                  <gco:CharacterString>Current land area (square meters)</gco:CharacterString>
+               </gfc:definition>
+               <gfc:cardinality>
+                  <gco:Multiplicity>
+                     <gco:range>
+                        <gco:MultiplicityRange>
+                           <gco:lower>
+                              <gco:Integer>0</gco:Integer>
+                           </gco:lower>
+                           <gco:upper>
+                              <gco:UnlimitedInteger>9,999,999,999,999</gco:UnlimitedInteger>
+                           </gco:upper>
+                        </gco:MultiplicityRange>
+                     </gco:range>
+                  </gco:Multiplicity>
+               </gfc:cardinality>
+               <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                        xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+            </gfc:FC_FeatureAttribute>
+         </gfc:carrierOfCharacteristics>
+         <gfc:carrierOfCharacteristics>
+            <gfc:FC_FeatureAttribute>
+               <gfc:memberName>
+                  <gco:LocalName>AWATER</gco:LocalName>
+               </gfc:memberName>
+               <gfc:definition>
+                  <gco:CharacterString>Current water area (square meters)</gco:CharacterString>
+               </gfc:definition>
+               <gfc:cardinality>
+                  <gco:Multiplicity>
+                     <gco:range>
+                        <gco:MultiplicityRange>
+                           <gco:lower>
+                              <gco:Integer>0</gco:Integer>
+                           </gco:lower>
+                           <gco:upper>
+                              <gco:UnlimitedInteger>9,999,999,999,999</gco:UnlimitedInteger>
+                           </gco:upper>
+                        </gco:MultiplicityRange>
+                     </gco:range>
+                  </gco:Multiplicity>
+               </gfc:cardinality>
+               <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                        xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+            </gfc:FC_FeatureAttribute>
+         </gfc:carrierOfCharacteristics>
+         <gfc:carrierOfCharacteristics>
+            <gfc:FC_FeatureAttribute>
+               <gfc:memberName>
+                  <gco:LocalName>INTPTLAT</gco:LocalName>
+               </gfc:memberName>
+               <gfc:definition>
+                  <gco:CharacterString>Current latitude of the internal point</gco:CharacterString>
+               </gfc:definition>
+               <gfc:cardinality>
+                  <gco:Multiplicity>
+                     <gco:range>
+                        <gco:MultiplicityRange>
+                           <gco:lower>
+                              <gco:Integer>-90</gco:Integer>
+                           </gco:lower>
+                           <gco:upper>
+                              <gco:UnlimitedInteger>90</gco:UnlimitedInteger>
+                           </gco:upper>
+                        </gco:MultiplicityRange>
+                     </gco:range>
+                  </gco:Multiplicity>
+               </gfc:cardinality>
+               <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                        xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+            </gfc:FC_FeatureAttribute>
+         </gfc:carrierOfCharacteristics>
+         <gfc:carrierOfCharacteristics>
+            <gfc:FC_FeatureAttribute>
+               <gfc:memberName>
+                  <gco:LocalName>INTPTLON</gco:LocalName>
+               </gfc:memberName>
+               <gfc:definition>
+                  <gco:CharacterString>Current longitude of the internal point</gco:CharacterString>
+               </gfc:definition>
+               <gfc:cardinality>
+                  <gco:Multiplicity>
+                     <gco:range>
+                        <gco:MultiplicityRange>
+                           <gco:lower>
+                              <gco:Integer>-180</gco:Integer>
+                           </gco:lower>
+                           <gco:upper>
+                              <gco:UnlimitedInteger>180</gco:UnlimitedInteger>
+                           </gco:upper>
+                        </gco:MultiplicityRange>
+                     </gco:range>
+                  </gco:Multiplicity>
+               </gfc:cardinality>
+               <gfc:definitionReference xlink:title="U.S Census Bureau"
+                                        xlink:href="http://www.ngdc.noaa.gov/docucomp/eb139e38-ee29-4d59-b157-5e874d4420c4"/>
+            </gfc:FC_FeatureAttribute>
+         </gfc:carrierOfCharacteristics>
+      </gfc:FC_FeatureType>
+   </gfc:featureType>
+</gfc:FC_FeatureCatalogue>
\ No newline at end of file
diff --git a/tl_2024_55_bg.shp.iso.xml b/tl_2024_55_bg.shp.iso.xml
new file mode 100644
index 0000000..f630620
--- /dev/null
+++ b/tl_2024_55_bg.shp.iso.xml
@@ -0,0 +1,851 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<gmi:MI_Metadata xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+                 xmlns:gmd="http://www.isotc211.org/2005/gmd"
+                 xmlns:gco="http://www.isotc211.org/2005/gco"
+                 xmlns:gml="http://www.opengis.net/gml/3.2"
+                 xmlns:gmi="http://www.isotc211.org/2005/gmi"
+                 xmlns:xlink="http://www.w3.org/1999/xlink"
+                 xmlns:srv="http://www.isotc211.org/2005/srv"
+                 xsi:schemaLocation="http://www.isotc211.org/2005/gmi https://data.noaa.gov/resources/iso19139/schema.xsd">
+   <gmd:fileIdentifier>
+      <gco:CharacterString>tl_2024_55_bg.shp.iso.xml</gco:CharacterString>
+   </gmd:fileIdentifier>
+   <gmd:language>
+      <gco:CharacterString>eng; USA</gco:CharacterString>
+   </gmd:language>
+   <gmd:characterSet>
+      <gmd:MD_CharacterSetCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_CharacterSetCode"
+                               codeListValue="utf8">utf8</gmd:MD_CharacterSetCode>
+   </gmd:characterSet>
+   <gmd:parentIdentifier>
+      <gco:CharacterString>series_tl_2024_bg.shp.iso.xml</gco:CharacterString>
+   </gmd:parentIdentifier>
+   <gmd:hierarchyLevel>
+      <gmd:MD_ScopeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ScopeCode"
+                        codeListValue="dataset">dataset</gmd:MD_ScopeCode>
+   </gmd:hierarchyLevel>
+   <gmd:contact>
+      <gmd:CI_ResponsibleParty>
+         <gmd:organisationName>
+            <gco:CharacterString>U.S. Department of Commerce, U.S. Census Bureau, Geography Division
+                        </gco:CharacterString>
+         </gmd:organisationName>
+         <gmd:contactInfo>
+            <gmd:CI_Contact>
+               <gmd:phone>
+                  <gmd:CI_Telephone>
+                     <gmd:voice>
+                        <gco:CharacterString>301-763-1128</gco:CharacterString>
+                     </gmd:voice>
+                     <gmd:facsimile>
+                        <gco:CharacterString>301-763-4710</gco:CharacterString>
+                     </gmd:facsimile>
+                  </gmd:CI_Telephone>
+               </gmd:phone>
+               <gmd:address>
+                  <gmd:CI_Address>
+                     <gmd:deliveryPoint>
+                        <gco:CharacterString>4600 Silver Hill Road, Stop 7400</gco:CharacterString>
+                     </gmd:deliveryPoint>
+                     <gmd:city>
+                        <gco:CharacterString>Washington</gco:CharacterString>
+                     </gmd:city>
+                     <gmd:administrativeArea>
+                        <gco:CharacterString>DC</gco:CharacterString>
+                     </gmd:administrativeArea>
+                     <gmd:postalCode>
+                        <gco:CharacterString>20233-7400</gco:CharacterString>
+                     </gmd:postalCode>
+                     <gmd:country>
+                        <gco:CharacterString>United States</gco:CharacterString>
+                     </gmd:country>
+                     <gmd:electronicMailAddress>
+                        <gco:CharacterString>geo.geography@census.gov</gco:CharacterString>
+                     </gmd:electronicMailAddress>
+                  </gmd:CI_Address>
+               </gmd:address>
+            </gmd:CI_Contact>
+         </gmd:contactInfo>
+         <gmd:role>
+            <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode"
+                             codeListValue="pointOfContact">pointOfContact</gmd:CI_RoleCode>
+         </gmd:role>
+      </gmd:CI_ResponsibleParty>
+   </gmd:contact>
+   <gmd:dateStamp>
+      <gco:Date>2024-09-20</gco:Date>
+   </gmd:dateStamp>
+   <gmd:metadataStandardName>
+      <gco:CharacterString>ISO 19115-2 Geographic Information - Metadata - Part 2: Extensions for Imagery and Gridded Data</gco:CharacterString>
+   </gmd:metadataStandardName>
+   <gmd:metadataStandardVersion>
+      <gco:CharacterString>ISO 19115-2:2009(E)</gco:CharacterString>
+   </gmd:metadataStandardVersion>
+   <gmd:dataSetURI>
+      <gco:CharacterString>
+       https://meta.geo.census.gov/data/existing/decennial/GEO/GPMB/TIGERline/Current_19115/tl_2024_55_bg.shp.iso.xml</gco:CharacterString>
+   </gmd:dataSetURI>
+   <gmd:spatialRepresentationInfo>
+      <gmd:MD_VectorSpatialRepresentation>
+         <gmd:geometricObjects>
+            <gmd:MD_GeometricObjects>
+               <gmd:geometricObjectType>
+                  <gmd:MD_GeometricObjectTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_GeometricObjectTypeCode"
+                                                  codeListValue="complex">complex</gmd:MD_GeometricObjectTypeCode>
+               </gmd:geometricObjectType>
+               <gmd:geometricObjectCount>
+                  <gco:Integer>4692</gco:Integer>
+               </gmd:geometricObjectCount>
+            </gmd:MD_GeometricObjects>
+         </gmd:geometricObjects>
+      </gmd:MD_VectorSpatialRepresentation>
+   </gmd:spatialRepresentationInfo>
+   <gmd:referenceSystemInfo>
+      <gmd:MD_ReferenceSystem uuid="65f8b220-95ed-11e0-aa80-0800200c9a66">
+         <gmd:referenceSystemIdentifier>
+            <gmd:RS_Identifier>
+               <gmd:authority>
+                  <gmd:CI_Citation>
+                     <gmd:title>
+                        <gco:CharacterString>North American Datum of 1983</gco:CharacterString>
+                     </gmd:title>
+                     <gmd:alternateTitle>
+                        <gco:CharacterString>NAD83</gco:CharacterString>
+                     </gmd:alternateTitle>
+                     <gmd:date>
+                        <gmd:CI_Date>
+                           <gmd:date>
+                              <gco:Date>2007-01-19</gco:Date>
+                           </gmd:date>
+                           <gmd:dateType>
+                              <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode"
+                                                   codeListValue="revision">revision</gmd:CI_DateTypeCode>
+                           </gmd:dateType>
+                        </gmd:CI_Date>
+                     </gmd:date>
+                     <gmd:citedResponsibleParty>
+                        <gmd:CI_ResponsibleParty>
+                           <gmd:organisationName gco:nilReason="withheld"/>
+                           <gmd:contactInfo>
+                              <gmd:CI_Contact>
+                                 <gmd:onlineResource>
+                                    <gmd:CI_OnlineResource>
+                                       <gmd:linkage>
+                                          <gmd:URL>https://spatialreference.org/ref/epsg/4269/gml/</gmd:URL>
+                                       </gmd:linkage>
+                                       <gmd:name>
+                                          <gco:CharacterString>NAD83</gco:CharacterString>
+                                       </gmd:name>
+                                       <gmd:description>
+                                          <gco:CharacterString>Link to Geographic Markup Language (GML) description of reference system.</gco:CharacterString>
+                                       </gmd:description>
+                                       <gmd:function>
+                                          <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode"
+                                                                     codeListValue="information">information</gmd:CI_OnLineFunctionCode>
+                                       </gmd:function>
+                                    </gmd:CI_OnlineResource>
+                                 </gmd:onlineResource>
+                              </gmd:CI_Contact>
+                           </gmd:contactInfo>
+                           <gmd:role>
+                              <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode"
+                                               codeListValue="resourceProvider">resourceProvider</gmd:CI_RoleCode>
+                           </gmd:role>
+                        </gmd:CI_ResponsibleParty>
+                     </gmd:citedResponsibleParty>
+                  </gmd:CI_Citation>
+               </gmd:authority>
+               <gmd:code>
+                  <gco:CharacterString>urn:ogc:def:crs:EPSG::4269</gco:CharacterString>
+               </gmd:code>
+            </gmd:RS_Identifier>
+         </gmd:referenceSystemIdentifier>
+      </gmd:MD_ReferenceSystem>
+   </gmd:referenceSystemInfo>
+   <gmd:identificationInfo>
+      <gmd:MD_DataIdentification>
+         <gmd:citation>
+            <gmd:CI_Citation>
+               <gmd:title>
+                  <gco:CharacterString>TIGER/Line Shapefile, Current, State, Wisconsin, Block Group</gco:CharacterString>
+               </gmd:title>
+               <gmd:alternateTitle>
+                  <gco:CharacterString>TIGER/Line Shapefile, 2024, State, Wisconsin, WI, Block Group</gco:CharacterString>
+               </gmd:alternateTitle>
+               <gmd:date>
+                  <gmd:CI_Date>
+                     <gmd:date>
+                        <gco:Date>2024</gco:Date>
+                     </gmd:date>
+                     <gmd:dateType>
+                        <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode"
+                                             codeListValue="publication">publication</gmd:CI_DateTypeCode>
+                     </gmd:dateType>
+                  </gmd:CI_Date>
+               </gmd:date>
+               <gmd:date>
+                  <gmd:CI_Date>
+                     <gmd:date>
+                        <gco:Date>2024-10</gco:Date>
+                     </gmd:date>
+                     <gmd:dateType>
+                        <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode"
+                                             codeListValue="creation">creation</gmd:CI_DateTypeCode>
+                     </gmd:dateType>
+                  </gmd:CI_Date>
+               </gmd:date>
+               <gmd:date>
+                  <gmd:CI_Date>
+                     <gmd:date>
+                        <gco:Date>2024-10</gco:Date>
+                     </gmd:date>
+                     <gmd:dateType>
+                        <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode"
+                                             codeListValue="lastUpdate">lastUpdate</gmd:CI_DateTypeCode>
+                     </gmd:dateType>
+                  </gmd:CI_Date>
+               </gmd:date>
+               <gmd:identifier>
+                  <gmd:MD_Identifier>
+                     <gmd:code>
+                        <gco:CharacterString>tl_2024_55_bg</gco:CharacterString>
+                     </gmd:code>
+                  </gmd:MD_Identifier>
+               </gmd:identifier>
+               <gmd:citedResponsibleParty>
+                  <gmd:CI_ResponsibleParty>
+                     <gmd:organisationName>
+                        <gco:CharacterString>U.S. Department of Commerce, U.S. Census Bureau, Geography Division</gco:CharacterString>
+                     </gmd:organisationName>
+                     <gmd:contactInfo>
+                        <gmd:CI_Contact>
+                           <gmd:phone>
+                              <gmd:CI_Telephone>
+                                 <gmd:voice>
+                                    <gco:CharacterString>301-763-1128</gco:CharacterString>
+                                 </gmd:voice>
+                                 <gmd:facsimile>
+                                    <gco:CharacterString>301-763-4710</gco:CharacterString>
+                                 </gmd:facsimile>
+                              </gmd:CI_Telephone>
+                           </gmd:phone>
+                           <gmd:address>
+                              <gmd:CI_Address>
+                                 <gmd:deliveryPoint>
+                                    <gco:CharacterString>4600 Silver Hill Road, Stop 7400</gco:CharacterString>
+                                 </gmd:deliveryPoint>
+                                 <gmd:city>
+                                    <gco:CharacterString>Washington</gco:CharacterString>
+                                 </gmd:city>
+                                 <gmd:administrativeArea>
+                                    <gco:CharacterString>DC</gco:CharacterString>
+                                 </gmd:administrativeArea>
+                                 <gmd:postalCode>
+                                    <gco:CharacterString>20233-7400</gco:CharacterString>
+                                 </gmd:postalCode>
+                                 <gmd:country>
+                                    <gco:CharacterString>United States</gco:CharacterString>
+                                 </gmd:country>
+                                 <gmd:electronicMailAddress>
+                                    <gco:CharacterString>geo.geography@census.gov</gco:CharacterString>
+                                 </gmd:electronicMailAddress>
+                              </gmd:CI_Address>
+                           </gmd:address>
+                        </gmd:CI_Contact>
+                     </gmd:contactInfo>
+                     <gmd:role>
+                        <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode"
+                                         codeListValue="pointOfContact">pointOfContact</gmd:CI_RoleCode>
+                     </gmd:role>
+                  </gmd:CI_ResponsibleParty>
+               </gmd:citedResponsibleParty>
+               <gmd:presentationForm>
+                  <gmd:CI_PresentationFormCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_PresentationFormCode"
+                                               codeListValue="mapDigital">mapDigital</gmd:CI_PresentationFormCode>
+               </gmd:presentationForm>
+            </gmd:CI_Citation>
+         </gmd:citation>
+         <gmd:abstract>
+            <gco:CharacterString>This resource is a member of a series. The TIGER/Line shapefiles and related database files (.dbf) are an extract of   select geographic and cartographic information from the U.S. Census Bureau's Master Address File/Topologically Integrated  Geographic Encoding and Referencing (MAF/TIGER) System (MTS). The MTS represents a seamless national file with no overlaps  or gaps between parts; however, each TIGER/Line shapefile is designed to stand alone as an independent dataset or can be    combined to cover the entire nation.
+ 
+Block groups are clusters of blocks within the same    census tract. Each census tract contains at least one block group, and are uniquely numbered within census tracts. Block    groups have a valid code range of 0 through 9. They also have the same first digit of their 4-digit census block number fromthe same decennial census. For example, tabulation blocks numbered 3001, 3002, 3003,.., 3999 within census tract 1210.02 arealso within block group 3 within that census tract. Block groups coded 0 are intended to only include water area, no land   area, and they are generally in territorial seas, coastal water, and Great Lakes water areas. Block groups generally containbetween 600 and 3,000 people. A block group usually covers a contiguous area but never crosses county or census tract       boundaries. They may, however, cross the boundaries of other geographic entities like county subdivisions, places, urban    areas, voting districts, congressional districts, and American Indian / Alaska Native / Native Hawaiian areas. The block    group boundaries in this release are those that were delineated as part of the Census Bureau's Participant Statistical     Areas Program (PSAP) for the 2020 Census.</gco:CharacterString>
+         </gmd:abstract>
+         <gmd:purpose>
+            <gco:CharacterString>The Census Bureau releases extracts of the MAF/TIGER database in the form of TIGER/Line Shapefiles for others to use in geographic information systems (GIS) or for other geographic applications.</gco:CharacterString>
+         </gmd:purpose>
+         <gmd:status>
+            <gmd:MD_ProgressCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ProgressCode"
+                                 codeListValue="completed">completed</gmd:MD_ProgressCode>
+         </gmd:status>
+         <gmd:pointOfContact>
+            <gmd:CI_ResponsibleParty>
+               <gmd:organisationName>
+                  <gco:CharacterString>U.S. Department of Commerce, U.S. Census Bureau, Geography Division
+                        </gco:CharacterString>
+               </gmd:organisationName>
+               <gmd:contactInfo>
+                  <gmd:CI_Contact>
+                     <gmd:phone>
+                        <gmd:CI_Telephone>
+                           <gmd:voice>
+                              <gco:CharacterString>301-763-1128</gco:CharacterString>
+                           </gmd:voice>
+                           <gmd:facsimile>
+                              <gco:CharacterString>301-763-4710</gco:CharacterString>
+                           </gmd:facsimile>
+                        </gmd:CI_Telephone>
+                     </gmd:phone>
+                     <gmd:address>
+                        <gmd:CI_Address>
+                           <gmd:deliveryPoint>
+                              <gco:CharacterString>4600 Silver Hill Road, Stop 7400</gco:CharacterString>
+                           </gmd:deliveryPoint>
+                           <gmd:city>
+                              <gco:CharacterString>Washington</gco:CharacterString>
+                           </gmd:city>
+                           <gmd:administrativeArea>
+                              <gco:CharacterString>DC</gco:CharacterString>
+                           </gmd:administrativeArea>
+                           <gmd:postalCode>
+                              <gco:CharacterString>20233-7400</gco:CharacterString>
+                           </gmd:postalCode>
+                           <gmd:country>
+                              <gco:CharacterString>United States</gco:CharacterString>
+                           </gmd:country>
+                           <gmd:electronicMailAddress>
+                              <gco:CharacterString>geo.geography@census.gov</gco:CharacterString>
+                           </gmd:electronicMailAddress>
+                        </gmd:CI_Address>
+                     </gmd:address>
+                  </gmd:CI_Contact>
+               </gmd:contactInfo>
+               <gmd:role>
+                  <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode"
+                                   codeListValue="pointOfContact">pointOfContact</gmd:CI_RoleCode>
+               </gmd:role>
+            </gmd:CI_ResponsibleParty>
+         </gmd:pointOfContact>
+         <gmd:resourceMaintenance>
+            <gmd:MD_MaintenanceInformation>
+               <gmd:maintenanceAndUpdateFrequency>
+                  <gmd:MD_MaintenanceFrequencyCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_MaintenanceFrequencyCode"
+                                                   codeListValue="notPlanned">notPlanned</gmd:MD_MaintenanceFrequencyCode>
+               </gmd:maintenanceAndUpdateFrequency>
+            </gmd:MD_MaintenanceInformation>
+         </gmd:resourceMaintenance>
+         <gmd:graphicOverview>
+            <gmd:MD_BrowseGraphic>
+               <gmd:fileName>
+                  <gco:CharacterString>https://tigerweb.geo.census.gov/arcgis/services/TIGERweb/tigerWMS_Current/MapServer/WmsServer?REQUEST=GetMap&amp;SERVICE=WMS&amp;VERSION=1.3.0&amp;LAYERS=Census_Block_Groups59805,Census_Block_Groups_Labels32376&amp;STYLES=default,default&amp;FORMAT=image/png+xml&amp;BGCOLOR=0xFFFFFF&amp;TRANSPARENT=TRUE&amp;CRS=EPSG:4326&amp;BBOX=+38.8810,-77.0401,+38.9008,-77.0035&amp;WIDTH=256&amp;HEIGHT=256</gco:CharacterString>
+               </gmd:fileName>
+               <gmd:fileDescription>
+                  <gco:CharacterString>URL for the TIGERWeb Mapping Service</gco:CharacterString>
+               </gmd:fileDescription>
+               <gmd:fileType>
+                  <gco:CharacterString>URL</gco:CharacterString>
+               </gmd:fileType>
+            </gmd:MD_BrowseGraphic>
+         </gmd:graphicOverview>
+         <gmd:descriptiveKeywords>
+            <gmd:MD_Keywords>
+               <gmd:keyword>
+                  <gco:CharacterString>State or equivalent entity</gco:CharacterString>
+               </gmd:keyword>
+               <gmd:keyword>
+                  <gco:CharacterString>Polygon</gco:CharacterString>
+               </gmd:keyword>
+               <gmd:keyword>
+                  <gco:CharacterString>Block Group</gco:CharacterString>
+               </gmd:keyword>
+               <gmd:keyword>
+                  <gco:CharacterString>BG</gco:CharacterString>
+               </gmd:keyword>
+               <gmd:type>
+                  <gmd:MD_KeywordTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode"
+                                          codeListValue="theme"/>
+               </gmd:type>
+               <gmd:thesaurusName>
+                  <gmd:CI_Citation>
+                     <gmd:title>
+                        <gco:CharacterString>None</gco:CharacterString>
+                     </gmd:title>
+                     <gmd:date gco:nilReason="unknown"/>
+                  </gmd:CI_Citation>
+               </gmd:thesaurusName>
+            </gmd:MD_Keywords>
+         </gmd:descriptiveKeywords>
+         <gmd:descriptiveKeywords>
+            <gmd:MD_Keywords>
+               <gmd:keyword>
+                  <gco:CharacterString>State or Equivalent Entity</gco:CharacterString>
+               </gmd:keyword>
+               <gmd:keyword>
+                  <gco:CharacterString>Wisconsin</gco:CharacterString>
+               </gmd:keyword>
+               <gmd:keyword>
+                  <gco:CharacterString>WI</gco:CharacterString>
+               </gmd:keyword>
+               <gmd:keyword>
+                  <gco:CharacterString>55</gco:CharacterString>
+               </gmd:keyword>
+               <gmd:type>
+                  <gmd:MD_KeywordTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode"
+                                          codeListValue="place"/>
+               </gmd:type>
+               <gmd:thesaurusName>
+                  <gmd:CI_Citation>
+                     <gmd:title>
+                        <gco:CharacterString>INCITS 38-2009[R2019]: Information Technology - Codes for the Identification of the States and Equivalent Areas within the United States, Puerto Rico, and the Insular Areas.</gco:CharacterString>
+                     </gmd:title>
+                     <gmd:date gco:nilReason="unknown"/>
+                  </gmd:CI_Citation>
+               </gmd:thesaurusName>
+            </gmd:MD_Keywords>
+         </gmd:descriptiveKeywords>
+         <gmd:resourceConstraints>
+            <gmd:MD_LegalConstraints>
+               <gmd:accessConstraints>
+                  <gmd:MD_RestrictionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_RestrictionCode"
+                                          codeListValue="otherRestrictions">otherRestrictions</gmd:MD_RestrictionCode>
+               </gmd:accessConstraints>
+               <gmd:useConstraints>
+                  <gmd:MD_RestrictionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_RestrictionCode"
+                                          codeListValue="otherRestrictions">otherRestrictions</gmd:MD_RestrictionCode>
+               </gmd:useConstraints>
+               <gmd:otherConstraints>
+                  <gco:CharacterString>Access constraints: None</gco:CharacterString>
+               </gmd:otherConstraints>
+               <gmd:otherConstraints>
+                  <gco:CharacterString>Use Constraints: The TIGER/Line Shapefile products are not copyrighted however TIGER/Line and Census TIGER are registered trademarks of the U.S. Census Bureau. These products are free to use in a product or publication, however acknowledgement must be given to the U.S. Census Bureau as the source.
+The boundary information in the TIGER/Line Shapefiles are for statistical data collection and tabulation purposes only; their depiction and designation for statistical purposes does not constitute a determination of jurisdictional authority or rights of ownership or entitlement and they are not legal land descriptions. Coordinates in the TIGER/Line shapefiles have six implied decimal places, but the positional accuracy of these coordinates is not as great as the six decimal places suggest.</gco:CharacterString>
+               </gmd:otherConstraints>
+            </gmd:MD_LegalConstraints>
+         </gmd:resourceConstraints>
+         <gmd:aggregationInfo>
+            <gmd:MD_AggregateInformation>
+               <gmd:aggregateDataSetName>
+                  <gmd:CI_Citation>
+                     <gmd:title>
+                        <gco:CharacterString>Series Information for Block Group State-based TIGER/Line Shapefiles, Current</gco:CharacterString>
+                     </gmd:title>
+                     <gmd:date>
+                        <gmd:CI_Date>
+                           <gmd:date>
+                              <gco:Date>2024</gco:Date>
+                           </gmd:date>
+                           <gmd:dateType>
+                              <gmd:CI_DateTypeCode codeList="https://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode"
+                                                   codeListValue="publication">publication</gmd:CI_DateTypeCode>
+                           </gmd:dateType>
+                        </gmd:CI_Date>
+                     </gmd:date>
+                     <gmd:identifier>
+                        <gmd:MD_Identifier>
+                           <gmd:code>
+                              <gco:CharacterString>series_tl_2024_bg</gco:CharacterString>
+                           </gmd:code>
+                        </gmd:MD_Identifier>
+                     </gmd:identifier>
+                     <gmd:citedResponsibleParty>
+                        <gmd:CI_ResponsibleParty>
+                           <gmd:organisationName>
+                              <gco:CharacterString>U.S. Department of Commerce, U.S. Census Bureau, Geography Division
+                        </gco:CharacterString>
+                           </gmd:organisationName>
+                           <gmd:contactInfo>
+                              <gmd:CI_Contact>
+                                 <gmd:phone>
+                                    <gmd:CI_Telephone>
+                                       <gmd:voice>
+                                          <gco:CharacterString>301-763-1128</gco:CharacterString>
+                                       </gmd:voice>
+                                       <gmd:facsimile>
+                                          <gco:CharacterString>301-763-4710</gco:CharacterString>
+                                       </gmd:facsimile>
+                                    </gmd:CI_Telephone>
+                                 </gmd:phone>
+                                 <gmd:address>
+                                    <gmd:CI_Address>
+                                       <gmd:deliveryPoint>
+                                          <gco:CharacterString>4600 Silver Hill Road, Stop 7400</gco:CharacterString>
+                                       </gmd:deliveryPoint>
+                                       <gmd:city>
+                                          <gco:CharacterString>Washington</gco:CharacterString>
+                                       </gmd:city>
+                                       <gmd:administrativeArea>
+                                          <gco:CharacterString>DC</gco:CharacterString>
+                                       </gmd:administrativeArea>
+                                       <gmd:postalCode>
+                                          <gco:CharacterString>20233-7400</gco:CharacterString>
+                                       </gmd:postalCode>
+                                       <gmd:country>
+                                          <gco:CharacterString>United States</gco:CharacterString>
+                                       </gmd:country>
+                                       <gmd:electronicMailAddress>
+                                          <gco:CharacterString>geo.geography@census.gov</gco:CharacterString>
+                                       </gmd:electronicMailAddress>
+                                    </gmd:CI_Address>
+                                 </gmd:address>
+                              </gmd:CI_Contact>
+                           </gmd:contactInfo>
+                           <gmd:role>
+                              <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode"
+                                               codeListValue="pointOfContact">pointOfContact</gmd:CI_RoleCode>
+                           </gmd:role>
+                        </gmd:CI_ResponsibleParty>
+                     </gmd:citedResponsibleParty>
+                     <gmd:presentationForm>
+                        <gmd:CI_PresentationFormCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_PresentationFormCode"
+                                                     codeListValue="mapDigital">mapDigital</gmd:CI_PresentationFormCode>
+                     </gmd:presentationForm>
+                  </gmd:CI_Citation>
+               </gmd:aggregateDataSetName>
+               <gmd:associationType>
+                  <gmd:DS_AssociationTypeCode codeList="https://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#DS_AssociationTypeCode"
+                                              codeListValue="largerWorkCitation">largerWorkCitation</gmd:DS_AssociationTypeCode>
+               </gmd:associationType>
+            </gmd:MD_AggregateInformation>
+         </gmd:aggregationInfo>
+         <gmd:spatialRepresentationType>
+            <gmd:MD_SpatialRepresentationTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_SpatialRepresentationTypeCode"
+                                                  codeListValue="vector">vector</gmd:MD_SpatialRepresentationTypeCode>
+         </gmd:spatialRepresentationType>
+         <gmd:language>
+            <gco:CharacterString>eng; USA</gco:CharacterString>
+         </gmd:language>
+         <gmd:characterSet>
+            <gmd:MD_CharacterSetCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_CharacterSetCode"
+                                     codeListValue="utf8">utf8</gmd:MD_CharacterSetCode>
+         </gmd:characterSet>
+         <gmd:topicCategory>
+            <gmd:MD_TopicCategoryCode>boundaries</gmd:MD_TopicCategoryCode>
+         </gmd:topicCategory>
+         <gmd:environmentDescription>
+            <gco:CharacterString>The TIGER/Line shapefiles contain geographic data only and do not include display mapping software or statistical data.  For information on how to use the TIGER/Line shapefile data with specific software package users shall contact the company that produced the software.</gco:CharacterString>
+         </gmd:environmentDescription>
+         <gmd:extent>
+            <gmd:EX_Extent id="boundingExtent">
+               <gmd:geographicElement>
+                  <gmd:EX_GeographicBoundingBox id="boundingGeographicBoundingBox">
+                     <gmd:westBoundLongitude>
+                        <gco:Decimal>-92.889433</gco:Decimal>
+                     </gmd:westBoundLongitude>
+                     <gmd:eastBoundLongitude>
+                        <gco:Decimal>-86.249548</gco:Decimal>
+                     </gmd:eastBoundLongitude>
+                     <gmd:southBoundLatitude>
+                        <gco:Decimal>42.49172</gco:Decimal>
+                     </gmd:southBoundLatitude>
+                     <gmd:northBoundLatitude>
+                        <gco:Decimal>47.309822</gco:Decimal>
+                     </gmd:northBoundLatitude>
+                  </gmd:EX_GeographicBoundingBox>
+               </gmd:geographicElement>
+               <gmd:temporalElement>
+                  <gmd:EX_TemporalExtent id="boundingTemporalExtent">
+                     <gmd:extent>
+                        <gml:TimePeriod gml:id="boundingTemporalExtentA">
+                           <gml:description>publication date</gml:description>
+                           <gml:beginPosition>2024-06</gml:beginPosition>
+                           <gml:endPosition>2025-10</gml:endPosition>
+                        </gml:TimePeriod>
+                     </gmd:extent>
+                  </gmd:EX_TemporalExtent>
+               </gmd:temporalElement>
+            </gmd:EX_Extent>
+         </gmd:extent>
+      </gmd:MD_DataIdentification>
+   </gmd:identificationInfo>
+   <gmd:contentInfo>
+      <gmd:MD_FeatureCatalogueDescription>
+         <gmd:includedWithDataset>
+            <gco:Boolean>1</gco:Boolean>
+         </gmd:includedWithDataset>
+         <gmd:featureTypes>
+            <gco:LocalName codeSpace="unknown">Block Groups</gco:LocalName>
+         </gmd:featureTypes>
+         <gmd:featureCatalogueCitation>
+            <gmd:CI_Citation>
+               <gmd:title>
+                  <gco:CharacterString>Feature Catalog for the 2024 Block Groups TIGER/Line Shapefiles</gco:CharacterString>
+               </gmd:title>
+               <gmd:date>
+                  <gmd:CI_Date>
+                     <gmd:date>
+                        <gco:Date>2024</gco:Date>
+                     </gmd:date>
+                     <gmd:dateType>
+                        <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode"
+                                             codeListValue="publication">publication</gmd:CI_DateTypeCode>
+                     </gmd:dateType>
+                  </gmd:CI_Date>
+               </gmd:date>
+               <gmd:citedResponsibleParty>
+                  <gmd:CI_ResponsibleParty>
+                     <gmd:organisationName>
+                        <gco:CharacterString>U.S. Department of Commerce, U.S. Census Bureau, Geography Division
+                        </gco:CharacterString>
+                     </gmd:organisationName>
+                     <gmd:contactInfo>
+                        <gmd:CI_Contact>
+                           <gmd:phone>
+                              <gmd:CI_Telephone>
+                                 <gmd:voice>
+                                    <gco:CharacterString>301-763-1128</gco:CharacterString>
+                                 </gmd:voice>
+                                 <gmd:facsimile>
+                                    <gco:CharacterString>301-763-4710</gco:CharacterString>
+                                 </gmd:facsimile>
+                              </gmd:CI_Telephone>
+                           </gmd:phone>
+                           <gmd:address>
+                              <gmd:CI_Address>
+                                 <gmd:deliveryPoint>
+                                    <gco:CharacterString>4600 Silver Hill Road, Stop 7400</gco:CharacterString>
+                                 </gmd:deliveryPoint>
+                                 <gmd:city>
+                                    <gco:CharacterString>Washington</gco:CharacterString>
+                                 </gmd:city>
+                                 <gmd:administrativeArea>
+                                    <gco:CharacterString>DC</gco:CharacterString>
+                                 </gmd:administrativeArea>
+                                 <gmd:postalCode>
+                                    <gco:CharacterString>20233-7400</gco:CharacterString>
+                                 </gmd:postalCode>
+                                 <gmd:country>
+                                    <gco:CharacterString>United States</gco:CharacterString>
+                                 </gmd:country>
+                                 <gmd:electronicMailAddress>
+                                    <gco:CharacterString>geo.geography@census.gov</gco:CharacterString>
+                                 </gmd:electronicMailAddress>
+                              </gmd:CI_Address>
+                           </gmd:address>
+                        </gmd:CI_Contact>
+                     </gmd:contactInfo>
+                     <gmd:role>
+                        <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode"
+                                         codeListValue="pointOfContact">pointOfContact</gmd:CI_RoleCode>
+                     </gmd:role>
+                  </gmd:CI_ResponsibleParty>
+               </gmd:citedResponsibleParty>
+               <gmd:otherCitationDetails>
+                  <gco:CharacterString>https://meta.geo.census.gov/data/existing/decennial/GEO/GPMB/TIGERline/Current_19110/tl_2024_bg.shp.ea.iso.xml</gco:CharacterString>
+               </gmd:otherCitationDetails>
+            </gmd:CI_Citation>
+         </gmd:featureCatalogueCitation>
+      </gmd:MD_FeatureCatalogueDescription>
+   </gmd:contentInfo>
+   <gmd:distributionInfo>
+      <gmd:MD_Distribution>
+         <gmd:distributionFormat>
+            <gmd:MD_Format>
+               <gmd:name>
+                  <gco:CharacterString>ZIP</gco:CharacterString>
+               </gmd:name>
+               <gmd:version gco:nilReason="unknown"/>
+            </gmd:MD_Format>
+         </gmd:distributionFormat>
+         <gmd:distributor>
+            <gmd:MD_Distributor>
+               <gmd:distributorContact>
+                  <gmd:CI_ResponsibleParty>
+                     <gmd:organisationName>
+                        <gco:CharacterString>U.S. Department of Commerce, U.S. Census Bureau, Geography Division                                   </gco:CharacterString>
+                     </gmd:organisationName>
+                     <gmd:contactInfo>
+                        <gmd:CI_Contact>
+                           <gmd:phone>
+                              <gmd:CI_Telephone>
+                                 <gmd:voice>
+                                    <gco:CharacterString>301-763-1128</gco:CharacterString>
+                                 </gmd:voice>
+                                 <gmd:facsimile>
+                                    <gco:CharacterString>301-763-4710</gco:CharacterString>
+                                 </gmd:facsimile>
+                              </gmd:CI_Telephone>
+                           </gmd:phone>
+                           <gmd:address>
+                              <gmd:CI_Address>
+                                 <gmd:deliveryPoint>
+                                    <gco:CharacterString>4600 Silver Hill Road, Stop 7400</gco:CharacterString>
+                                 </gmd:deliveryPoint>
+                                 <gmd:city>
+                                    <gco:CharacterString>Washington</gco:CharacterString>
+                                 </gmd:city>
+                                 <gmd:administrativeArea>
+                                    <gco:CharacterString>DC</gco:CharacterString>
+                                 </gmd:administrativeArea>
+                                 <gmd:postalCode>
+                                    <gco:CharacterString>20233-7400</gco:CharacterString>
+                                 </gmd:postalCode>
+                                 <gmd:country>
+                                    <gco:CharacterString>United States</gco:CharacterString>
+                                 </gmd:country>
+                                 <gmd:electronicMailAddress>
+                                    <gco:CharacterString>geo.geography@census.gov</gco:CharacterString>
+                                 </gmd:electronicMailAddress>
+                              </gmd:CI_Address>
+                           </gmd:address>
+                        </gmd:CI_Contact>
+                     </gmd:contactInfo>
+                     <gmd:role>
+                        <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode"
+                                         codeListValue="distributor">distributor</gmd:CI_RoleCode>
+                     </gmd:role>
+                  </gmd:CI_ResponsibleParty>
+               </gmd:distributorContact>
+               <gmd:distributionOrderProcess>
+                  <gmd:MD_StandardOrderProcess>
+                     <gmd:fees>
+                        <gco:CharacterString>The online copy of the TIGER/Line Shapefiles may be accessed without charge.</gco:CharacterString>
+                     </gmd:fees>
+                  </gmd:MD_StandardOrderProcess>
+               </gmd:distributionOrderProcess>
+            </gmd:MD_Distributor>
+         </gmd:distributor>
+         <gmd:transferOptions>
+            <gmd:MD_DigitalTransferOptions>
+               <gmd:onLine>
+                  <gmd:CI_OnlineResource>
+                     <gmd:linkage>
+                        <gmd:URL>https://www2.census.gov/geo/tiger/TIGER2024/BG/tl_2024_55_bg.zip</gmd:URL>
+                     </gmd:linkage>
+                     <gmd:applicationProfile>
+                        <gco:CharacterString>Shapefile Zip File</gco:CharacterString>
+                     </gmd:applicationProfile>
+                     <gmd:name>
+                        <gco:CharacterString>tl_2024_55_bg.zip</gco:CharacterString>
+                     </gmd:name>
+                     <gmd:description>
+                        <gco:CharacterString>The TIGER/Line Shapefiles are the fully supported, core geographic product from the U.S. Census Bureau. They are extracts of selected geographic and cartographic information from the U.S. Census Bureau's Master Address File/Topologically Integrated Geographic Encoding and Referencing (MAF/TIGER) database. </gco:CharacterString>
+                     </gmd:description>
+                     <gmd:function>
+                        <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnlineFunctionCode"
+                                                   codeListValue="download">download</gmd:CI_OnLineFunctionCode>
+                     </gmd:function>
+                  </gmd:CI_OnlineResource>
+               </gmd:onLine>
+            </gmd:MD_DigitalTransferOptions>
+         </gmd:transferOptions>
+         <gmd:transferOptions>
+            <gmd:MD_DigitalTransferOptions>
+               <gmd:onLine>
+                  <gmd:CI_OnlineResource>
+                     <gmd:linkage>
+                        <gmd:URL>https://meta.geo.census.gov/data/existing/decennial/GEO/GPMB/TIGERline/Current_19110/tl_2024_bg.shp.ea.iso.xml</gmd:URL>
+                     </gmd:linkage>
+                     <gmd:applicationProfile>
+                        <gco:CharacterString>XML</gco:CharacterString>
+                     </gmd:applicationProfile>
+                     <gmd:name>
+                        <gco:CharacterString>tl_2024_bg.shp.ea.iso.xml</gco:CharacterString>
+                     </gmd:name>
+                     <gmd:description>
+                        <gco:CharacterString>Entity and attribute file</gco:CharacterString>
+                     </gmd:description>
+                     <gmd:function>
+                        <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnlineFunctionCode"
+                                                   codeListValue="download">download</gmd:CI_OnLineFunctionCode>
+                     </gmd:function>
+                  </gmd:CI_OnlineResource>
+               </gmd:onLine>
+            </gmd:MD_DigitalTransferOptions>
+         </gmd:transferOptions>
+         <gmd:transferOptions>
+            <gmd:MD_DigitalTransferOptions>
+               <gmd:onLine>
+                  <gmd:CI_OnlineResource>
+                     <gmd:linkage>
+                        <gmd:URL>https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_Current/MapServer</gmd:URL>
+                     </gmd:linkage>
+                     <gmd:applicationProfile>
+                        <gco:CharacterString>https://www.ogc.org/standards/wms</gco:CharacterString>
+                     </gmd:applicationProfile>
+                     <gmd:name>
+                        <gco:CharacterString>TIGERweb/tigerWMS_Current (MapServer)</gco:CharacterString>
+                     </gmd:name>
+                     <gmd:description>
+                        <gco:CharacterString>The Open Geospatial Consortium, Inc. (OGC) Web Map Service interface standard (WMS) provides a simple HTTP interface for requesting geo-registered map images from our geospatial database. The response to the request is one or more geo-registered map images that can be displayed in a browser or WMS client application. By gaining access to our data through our WMS, users can produce maps containing TIGERweb layers combined with layers from other servers.</gco:CharacterString>
+                     </gmd:description>
+                     <gmd:function>
+                        <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnlineFunctionCode"
+                                                   codeListValue="search">search</gmd:CI_OnLineFunctionCode>
+                     </gmd:function>
+                  </gmd:CI_OnlineResource>
+               </gmd:onLine>
+            </gmd:MD_DigitalTransferOptions>
+         </gmd:transferOptions>
+         <gmd:transferOptions>
+            <gmd:MD_DigitalTransferOptions>
+               <gmd:onLine>
+                  <gmd:CI_OnlineResource>
+                     <gmd:linkage>
+                        <gmd:URL>https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/Tracts_Blocks/MapServer</gmd:URL>
+                     </gmd:linkage>
+                     <gmd:applicationProfile>
+                        <gco:CharacterString>https://geoservices.github.io</gco:CharacterString>
+                     </gmd:applicationProfile>
+                     <gmd:name>
+                        <gco:CharacterString>TIGERweb/Tracts_Blocks (MapServer)</gco:CharacterString>
+                     </gmd:name>
+                     <gmd:description>
+                        <gco:CharacterString>The GeoServices REST Specification provides a way for Web clients to communicate with geographic information system (GIS) servers through Representational State Transfer (REST) technology.</gco:CharacterString>
+                     </gmd:description>
+                     <gmd:function>
+                        <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnlineFunctionCode"
+                                                   codeListValue="search">search</gmd:CI_OnLineFunctionCode>
+                     </gmd:function>
+                  </gmd:CI_OnlineResource>
+               </gmd:onLine>
+            </gmd:MD_DigitalTransferOptions>
+         </gmd:transferOptions>
+      </gmd:MD_Distribution>
+   </gmd:distributionInfo>
+   <gmd:dataQualityInfo>
+      <gmd:DQ_DataQuality>
+         <gmd:scope>
+            <gmd:DQ_Scope>
+               <gmd:level>
+                  <gmd:MD_ScopeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ScopeCode"
+                                    codeListValue="dataset">dataset</gmd:MD_ScopeCode>
+               </gmd:level>
+            </gmd:DQ_Scope>
+         </gmd:scope>
+         <gmd:report>
+            <gmd:DQ_ConceptualConsistency>
+               <gmd:measureDescription>
+                  <gco:CharacterString>The Census Bureau performed automated tests to ensure logical consistency and limits of shapefiles. Segments making up the outer and inner boundaries of a polygon tie end-to-end to completely enclose the area. All polygons are tested for closure. The Census Bureau uses its internally developed geographic update system to enhance and modify spatial and attribute data in the Census MAF/TIGER database. Standard geographic codes, such as FIPS codes for states, counties, municipalities, county subdivisions, places, American Indian/Alaska Native/Native Hawaiian areas, and congressionaldistricts are used when encoding spatial entities. The Census Bureau performed spatial data tests for logical consistency of the codes during the compilation of the original Census MAF/TIGER database files.  Most of the codes for geographic entities except states, counties, urban areas, Core Based Statistical Areas (CBSAs), American Indian Areas (AIAs), and congressional districts were provided to the Census Bureau by the USGS, the agency responsible for maintaining the Geographic Names Information System (GNIS).  Feature attribute information has been examined but has not been fully tested for consistency.  For the TIGER/Line Shapefiles, the Point and Vector Object Count for the G-polygon SDTS Point and Vector Object Type reflects the number of records in the shapefile attribute table.  For multi-polygon features, only one attribute record exists for each multi-polygon rather than one attribute record per individual G-polygon component of the multi-polygon feature. TIGER/Line Shapefile multi-polygons are an exception to the G-polygon object type classification. Therefore, when multi-polygons exist in a shapefile, the object count will be less than the actual number of G-polygons.</gco:CharacterString>
+               </gmd:measureDescription>
+               <gmd:result gco:nilReason="unknown"/>
+            </gmd:DQ_ConceptualConsistency>
+         </gmd:report>
+         <gmd:report>
+            <gmd:DQ_CompletenessOmission>
+               <gmd:evaluationMethodDescription>
+                  <gco:CharacterString>Data completeness of the TIGER/Line Shapefiles reflects the contents of the Census MAF/TIGER database at the time the TIGER/Line Shapefiles were created.</gco:CharacterString>
+               </gmd:evaluationMethodDescription>
+               <gmd:result gco:nilReason="unknown"/>
+            </gmd:DQ_CompletenessOmission>
+         </gmd:report>
+         <gmd:report>
+            <gmd:DQ_CompletenessCommission>
+               <gmd:evaluationMethodDescription>
+                  <gco:CharacterString>Data completeness of the TIGER/Line Shapefiles reflects the contents of the Census MAF/TIGER database at the time the TIGER/Line Shapefiles were created.</gco:CharacterString>
+               </gmd:evaluationMethodDescription>
+               <gmd:result gco:nilReason="unknown"/>
+            </gmd:DQ_CompletenessCommission>
+         </gmd:report>
+      </gmd:DQ_DataQuality>
+   </gmd:dataQualityInfo>
+   <gmd:metadataMaintenance>
+      <gmd:MD_MaintenanceInformation>
+         <gmd:maintenanceAndUpdateFrequency>
+            <gmd:MD_MaintenanceFrequencyCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_MaintenanceFrequencyCode"
+                                             codeListValue="annually">annually</gmd:MD_MaintenanceFrequencyCode>
+         </gmd:maintenanceAndUpdateFrequency>
+         <gmd:maintenanceNote>
+            <gco:CharacterString>This was transformed from the Census Bureau Geospatial Product Metadata Content Standard.</gco:CharacterString>
+         </gmd:maintenanceNote>
+      </gmd:MD_MaintenanceInformation>
+   </gmd:metadataMaintenance>
+</gmi:MI_Metadata>
\ No newline at end of file
diff --git a/tl_2024_55_bg.shx b/tl_2024_55_bg.shx
new file mode 100644
index 0000000..4625dd2
Binary files /dev/null and b/tl_2024_55_bg.shx differ
diff --git a/tool0&1.py b/tool0&1.py
new file mode 100644
index 0000000..ee2fd85
--- /dev/null
+++ b/tool0&1.py
@@ -0,0 +1,83 @@
+import geopandas as gpd
+import requests
+import pandas as pd
+import time
+import os
+
+# Load shapefile 
+block_groups = gpd.read_file("tl_2024_55_bg/tl_2024_55_bg.shp").to_crs(epsg=4326)
+
+# Reproject to a local projected CRS 
+block_groups_proj = block_groups.to_crs(epsg=3071)
+
+# Compute centroids 
+block_groups_proj['centroid'] = block_groups_proj.geometry.centroid
+
+# transform centroids back to WGS84 for yelp
+centroids_wgs84 = block_groups_proj.set_geometry('centroid').to_crs(epsg=4326)
+block_groups['lat'] = centroids_wgs84.geometry.y
+block_groups['lon'] = centroids_wgs84.geometry.x
+
+# Yelp API 
+YELP_API_KEY = "bDAon8ZKyViqMGdQp07QOu9X9trtnPOcJGpUxX02u1proTwYqM6DmJqOCzIrHac1e2A-WhrYHfuMQJ3fX7tNpY4icycxFX_VJEYqvCuZm4ptZdhGlYaPpKlXXLH8Z3Yx"
+headers = {"Authorization": f"Bearer {YELP_API_KEY}"}
+yelp_url = "https://api.yelp.com/v3/businesses/search"
+
+yelp_categories = [
+    "grocery",
+    "restaurant",
+    "pharmacy",
+    "clinic",
+    "hospital",
+    "school",
+    "gasstation",
+    "bank",
+    "hair",
+    "gym",
+    "coffee",
+    "daycare",
+    "laundry"
+]
+# Tool 1 (get services per block centroid) 
+services = []
+
+N = 50  # Number of block groups sampled
+
+for idx, row in block_groups.iterrows():
+    for category in yelp_categories:
+        print(f"🔍 GEOID {row['GEOID']} — {category}")
+        
+        params = {
+            "term": category,
+            "latitude": row["lat"],
+            "longitude": row["lon"],
+            "radius": 1000,
+            "limit": 5
+        }
+        try:
+            response = requests.get(yelp_url, headers=headers, params=params)
+            if response.status_code == 200:
+                businesses = response.json().get("businesses", [])
+                for b in businesses:
+                    services.append({
+                        "GEOID": row["GEOID"],
+                        "category": category,
+                        "name": b["name"],
+                        "rating": b["rating"],
+                        "lat": b["coordinates"]["latitude"],
+                        "lon": b["coordinates"]["longitude"]
+                    })
+            else:
+                print(f"Yelp error {response.status_code} for GEOID {row['GEOID']}")
+        except Exception as e:
+            print(f"Request failed for GEOID {row['GEOID']}: {e}")
+
+        time.sleep(0.5) 
+
+    if idx >= N - 1:
+        break
+
+# Save to csv
+services_df = pd.DataFrame(services)
+services_df.to_csv("milwaukee_multiservice_yelp.csv", index=False)
+print(f"Done. Saved {len(services_df)} results to milwaukee_multiservice_yelp.csv.")
diff --git a/tool0&1plots.py b/tool0&1plots.py
new file mode 100644
index 0000000..a97dad0
--- /dev/null
+++ b/tool0&1plots.py
@@ -0,0 +1,33 @@
+import pandas as pd
+import matplotlib.pyplot as plt
+import seaborn as sns
+
+services_df = pd.read_csv("milwaukee_multiservice_yelp.csv")
+
+#Plot 1: Top 10 Most Common Service Categories
+
+category_counts = services_df['category'].value_counts().reset_index()
+category_counts.columns = ['category', 'count']
+
+plt.figure(figsize=(10, 6))
+sns.barplot(x='count', y='category', data=category_counts.head(10), palette="viridis")
+plt.title("Top 10 Most Common Service Categories in Milwaukee")
+plt.xlabel("Number of Services")
+plt.ylabel("Service Category")
+plt.tight_layout()
+plt.show()
+
+
+# Plot 2: Distribution of Services per Block Group (GEOID)
+
+geo_counts = services_df['GEOID'].value_counts().reset_index()
+geo_counts.columns = ['GEOID', 'service_count']
+
+plt.figure(figsize=(10, 6))
+sns.histplot(geo_counts['service_count'], bins=20, kde=True, color="skyblue")
+plt.title("Distribution of Services Across Block Groups")
+plt.xlabel("Number of Services per Block Group")
+plt.ylabel("Number of Block Groups")
+plt.tight_layout()
+plt.show()
+