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Visualization_final.twb
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Visualization_final.twb
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<?xml version='1.0' encoding='utf-8' ?>
<!-- build 20194.20.0221.0754 -->
<workbook original-version='18.1' source-build='2019.4.4 (20194.20.0221.0754)' source-platform='win' version='18.1' xml:base='https://public.tableau.com' xmlns:user='http://www.tableausoftware.com/xml/user'>
<document-format-change-manifest>
<AutoCreateAndUpdateDSDPhoneLayouts ignorable='true' predowngraded='true' />
<IntuitiveSorting />
<IntuitiveSorting_SP2 />
<MapboxVectorStylesAndLayers />
<SheetIdentifierTracking ignorable='true' predowngraded='true' />
<SortTagCleanup />
<WindowsPersistSimpleIdentifiers />
<WorksheetBackgroundTransparency />
<ZoneBackgroundTransparency />
</document-format-change-manifest>
<repository-location id='DetectingFraudsinHealthcare' path='/workbooks' revision='1.0' />
<preferences>
<preference name='ui.encoding.shelf.height' value='24' />
<preference name='ui.shelf.height' value='26' />
</preferences>
<style>
<style-rule element='axis'>
<format attr='tick-color' value='#3a3e46' />
<format attr='stroke-color' value='#3a3e46' />
</style-rule>
<style-rule element='dropline'>
<format attr='stroke-color' value='#3a3e46' />
</style-rule>
<style-rule element='refline'>
<format attr='stroke-color' value='#dcddde4b' />
</style-rule>
<style-rule element='gridline'>
<format attr='line-visibility' value='off' />
</style-rule>
<style-rule element='zeroline'>
<format attr='stroke-color' value='#dcddde' />
</style-rule>
<style-rule element='all'>
<format attr='font-family' value='Cambria' />
<format attr='color' value='#ffffff' />
</style-rule>
</style>
<datasources>
<datasource hasconnection='false' inline='true' name='Parameters' version='18.1'>
<aliases enabled='yes' />
<column alias='Patient Count' caption='Select Metric' datatype='string' name='[ratio_opioid_clm Parameter]' param-domain-type='list' role='measure' type='nominal' value='"bene"'>
<calculation class='tableau' formula='"bene"' />
<aliases>
<alias key='"bene"' value='Patient Count' />
<alias key='"clm_cnt"' value='Claim Count' />
<alias key='"cost"' value='Drug Cost' />
</aliases>
<members>
<member alias='Claim Count' value='"clm_cnt"' />
<member alias='Patient Count' value='"bene"' />
<member alias='Drug Cost' value='"cost"' />
</members>
</column>
</datasource>
<datasource caption='clusters' inline='true' name='federated.1oa3q7e0nt38yw19rjkp31mk10x0' version='18.1'>
<connection class='federated'>
<named-connections>
<named-connection caption='clusters' name='textscan.0rka82n017h5l91b5zqni0ethvkc'>
<connection class='textscan' directory='C:/Users/nishant/AppData/Local/Temp/TableauTemp/799496416/Data/3' filename='clusters.csv' password='' server='' workgroup-auth-mode='as-is' />
</named-connection>
</named-connections>
<relation connection='textscan.0rka82n017h5l91b5zqni0ethvkc' name='clusters.csv' table='[clusters#csv]' type='table'>
<columns character-set='UTF-8' header='yes' locale='en_IN' separator=','>
<column datatype='integer' name='F1' ordinal='0' />
<column datatype='string' name='npi' ordinal='1' />
<column datatype='string' name='nppes_provider_last_org_name' ordinal='2' />
<column datatype='string' name='nppes_provider_first_name' ordinal='3' />
<column datatype='string' name='nppes_provider_mi' ordinal='4' />
<column datatype='string' name='nppes_credentials' ordinal='5' />
<column datatype='string' name='nppes_provider_gender' ordinal='6' />
<column datatype='string' name='nppes_entity_code' ordinal='7' />
<column datatype='string' name='nppes_provider_street1' ordinal='8' />
<column datatype='string' name='nppes_provider_street2' ordinal='9' />
<column datatype='string' name='nppes_provider_city' ordinal='10' />
<column datatype='real' name='nppes_provider_zip5' ordinal='11' />
<column datatype='real' name='nppes_provider_zip4' ordinal='12' />
<column datatype='string' name='nppes_provider_state' ordinal='13' />
<column datatype='string' name='nppes_provider_country' ordinal='14' />
<column datatype='string' name='specialty_description' ordinal='15' />
<column datatype='string' name='description_flag' ordinal='16' />
<column datatype='string' name='medicare_prvdr_enroll_status' ordinal='17' />
<column datatype='integer' name='total_claim_count' ordinal='18' />
<column datatype='real' name='total_30_day_fill_count' ordinal='19' />
<column datatype='real' name='total_drug_cost' ordinal='20' />
<column datatype='integer' name='total_day_supply' ordinal='21' />
<column datatype='real' name='bene_count' ordinal='22' />
<column datatype='string' name='ge65_suppress_flag' ordinal='23' />
<column datatype='real' name='total_claim_count_ge65' ordinal='24' />
<column datatype='real' name='total_30_day_fill_count_ge65' ordinal='25' />
<column datatype='real' name='total_drug_cost_ge65' ordinal='26' />
<column datatype='real' name='total_day_supply_ge65' ordinal='27' />
<column datatype='string' name='bene_count_ge65_suppress_flag' ordinal='28' />
<column datatype='real' name='bene_count_ge65' ordinal='29' />
<column datatype='string' name='brand_suppress_flag' ordinal='30' />
<column datatype='real' name='brand_claim_count' ordinal='31' />
<column datatype='real' name='brand_drug_cost' ordinal='32' />
<column datatype='string' name='generic_suppress_flag' ordinal='33' />
<column datatype='real' name='generic_claim_count' ordinal='34' />
<column datatype='real' name='generic_drug_cost' ordinal='35' />
<column datatype='string' name='other_suppress_flag' ordinal='36' />
<column datatype='real' name='other_claim_count' ordinal='37' />
<column datatype='real' name='other_drug_cost' ordinal='38' />
<column datatype='string' name='mapd_suppress_flag' ordinal='39' />
<column datatype='real' name='mapd_claim_count' ordinal='40' />
<column datatype='real' name='mapd_drug_cost' ordinal='41' />
<column datatype='string' name='pdp_suppress_flag' ordinal='42' />
<column datatype='real' name='pdp_claim_count' ordinal='43' />
<column datatype='real' name='pdp_drug_cost' ordinal='44' />
<column datatype='string' name='lis_suppress_flag' ordinal='45' />
<column datatype='real' name='lis_claim_count' ordinal='46' />
<column datatype='real' name='lis_drug_cost' ordinal='47' />
<column datatype='string' name='nonlis_suppress_flag' ordinal='48' />
<column datatype='real' name='nonlis_claim_count' ordinal='49' />
<column datatype='real' name='nonlis_drug_cost' ordinal='50' />
<column datatype='real' name='opioid_claim_count' ordinal='51' />
<column datatype='real' name='opioid_drug_cost' ordinal='52' />
<column datatype='real' name='opioid_day_supply' ordinal='53' />
<column datatype='real' name='opioid_bene_count' ordinal='54' />
<column datatype='real' name='opioid_prescriber_rate' ordinal='55' />
<column datatype='real' name='la_opioid_claim_count' ordinal='56' />
<column datatype='real' name='la_opioid_drug_cost' ordinal='57' />
<column datatype='real' name='la_opioid_day_supply' ordinal='58' />
<column datatype='real' name='la_opioid_bene_count' ordinal='59' />
<column datatype='real' name='la_opioid_prescriber_rate' ordinal='60' />
<column datatype='real' name='antibiotic_claim_count' ordinal='61' />
<column datatype='real' name='antibiotic_drug_cost' ordinal='62' />
<column datatype='real' name='antibiotic_bene_count' ordinal='63' />
<column datatype='string' name='antipsych_ge65_suppress_flag' ordinal='64' />
<column datatype='real' name='antipsych_claim_count_ge65' ordinal='65' />
<column datatype='real' name='antipsych_drug_cost_ge65' ordinal='66' />
<column datatype='string' name='antipsych_bene_ge65_suppress_flg' ordinal='67' />
<column datatype='real' name='antipsych_bene_count_ge65' ordinal='68' />
<column datatype='real' name='average_age_of_beneficiaries' ordinal='69' />
<column datatype='real' name='beneficiary_age_less_65_count' ordinal='70' />
<column datatype='real' name='beneficiary_age_65_74_count' ordinal='71' />
<column datatype='real' name='beneficiary_age_75_84_count' ordinal='72' />
<column datatype='real' name='beneficiary_age_greater_84_count' ordinal='73' />
<column datatype='real' name='beneficiary_female_count' ordinal='74' />
<column datatype='real' name='beneficiary_male_count' ordinal='75' />
<column datatype='real' name='beneficiary_race_white_count' ordinal='76' />
<column datatype='real' name='beneficiary_race_black_count' ordinal='77' />
<column datatype='real' name='beneficiary_race_asian_pi_count' ordinal='78' />
<column datatype='real' name='beneficiary_race_hispanic_count' ordinal='79' />
<column datatype='real' name='beneficiary_race_nat_ind_count' ordinal='80' />
<column datatype='real' name='beneficiary_race_other_count' ordinal='81' />
<column datatype='real' name='beneficiary_nondual_count' ordinal='82' />
<column datatype='real' name='beneficiary_dual_count' ordinal='83' />
<column datatype='real' name='beneficiary_average_risk_score' ordinal='84' />
<column datatype='integer' name='cluster' ordinal='85' />
</columns>
</relation>
<refresh increment-key='' incremental-updates='false' />
<metadata-records>
<metadata-record class='capability'>
<remote-name />
<remote-type>0</remote-type>
<parent-name>[clusters.csv]</parent-name>
<remote-alias />
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='character-set'>"UTF-8"</attribute>
<attribute datatype='string' name='collation'>"en_GB"</attribute>
<attribute datatype='string' name='currency'>"Rs"</attribute>
<attribute datatype='string' name='debit-close-char'>""</attribute>
<attribute datatype='string' name='debit-open-char'>""</attribute>
<attribute datatype='string' name='field-delimiter'>","</attribute>
<attribute datatype='string' name='header-row'>"true"</attribute>
<attribute datatype='string' name='locale'>"en_IN"</attribute>
<attribute datatype='string' name='single-char'>""</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>F1</remote-name>
<remote-type>20</remote-type>
<local-name>[F1]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>F1</remote-alias>
<ordinal>0</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>npi</remote-name>
<remote-type>129</remote-type>
<local-name>[npi]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>npi</remote-alias>
<ordinal>1</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>nppes_provider_last_org_name</remote-name>
<remote-type>129</remote-type>
<local-name>[nppes_provider_last_org_name]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nppes_provider_last_org_name</remote-alias>
<ordinal>2</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>nppes_provider_first_name</remote-name>
<remote-type>129</remote-type>
<local-name>[nppes_provider_first_name]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nppes_provider_first_name</remote-alias>
<ordinal>3</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>nppes_provider_mi</remote-name>
<remote-type>129</remote-type>
<local-name>[nppes_provider_mi]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nppes_provider_mi</remote-alias>
<ordinal>4</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>nppes_credentials</remote-name>
<remote-type>129</remote-type>
<local-name>[nppes_credentials]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nppes_credentials</remote-alias>
<ordinal>5</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>nppes_provider_gender</remote-name>
<remote-type>129</remote-type>
<local-name>[nppes_provider_gender]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nppes_provider_gender</remote-alias>
<ordinal>6</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>nppes_entity_code</remote-name>
<remote-type>129</remote-type>
<local-name>[nppes_entity_code]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nppes_entity_code</remote-alias>
<ordinal>7</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>nppes_provider_street1</remote-name>
<remote-type>129</remote-type>
<local-name>[nppes_provider_street1]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nppes_provider_street1</remote-alias>
<ordinal>8</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>nppes_provider_street2</remote-name>
<remote-type>129</remote-type>
<local-name>[nppes_provider_street2]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nppes_provider_street2</remote-alias>
<ordinal>9</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>nppes_provider_city</remote-name>
<remote-type>129</remote-type>
<local-name>[nppes_provider_city]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nppes_provider_city</remote-alias>
<ordinal>10</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>nppes_provider_zip5</remote-name>
<remote-type>5</remote-type>
<local-name>[nppes_provider_zip5]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nppes_provider_zip5</remote-alias>
<ordinal>11</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>nppes_provider_zip4</remote-name>
<remote-type>5</remote-type>
<local-name>[nppes_provider_zip4]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nppes_provider_zip4</remote-alias>
<ordinal>12</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>nppes_provider_state</remote-name>
<remote-type>129</remote-type>
<local-name>[nppes_provider_state]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nppes_provider_state</remote-alias>
<ordinal>13</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>nppes_provider_country</remote-name>
<remote-type>129</remote-type>
<local-name>[nppes_provider_country]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nppes_provider_country</remote-alias>
<ordinal>14</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>specialty_description</remote-name>
<remote-type>129</remote-type>
<local-name>[specialty_description]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>specialty_description</remote-alias>
<ordinal>15</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>description_flag</remote-name>
<remote-type>129</remote-type>
<local-name>[description_flag]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>description_flag</remote-alias>
<ordinal>16</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>medicare_prvdr_enroll_status</remote-name>
<remote-type>129</remote-type>
<local-name>[medicare_prvdr_enroll_status]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>medicare_prvdr_enroll_status</remote-alias>
<ordinal>17</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>total_claim_count</remote-name>
<remote-type>20</remote-type>
<local-name>[total_claim_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>total_claim_count</remote-alias>
<ordinal>18</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>total_30_day_fill_count</remote-name>
<remote-type>5</remote-type>
<local-name>[total_30_day_fill_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>total_30_day_fill_count</remote-alias>
<ordinal>19</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>total_drug_cost</remote-name>
<remote-type>5</remote-type>
<local-name>[total_drug_cost]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>total_drug_cost</remote-alias>
<ordinal>20</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>total_day_supply</remote-name>
<remote-type>20</remote-type>
<local-name>[total_day_supply]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>total_day_supply</remote-alias>
<ordinal>21</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>bene_count</remote-name>
<remote-type>5</remote-type>
<local-name>[bene_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>bene_count</remote-alias>
<ordinal>22</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>ge65_suppress_flag</remote-name>
<remote-type>129</remote-type>
<local-name>[ge65_suppress_flag]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>ge65_suppress_flag</remote-alias>
<ordinal>23</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>total_claim_count_ge65</remote-name>
<remote-type>5</remote-type>
<local-name>[total_claim_count_ge65]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>total_claim_count_ge65</remote-alias>
<ordinal>24</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>total_30_day_fill_count_ge65</remote-name>
<remote-type>5</remote-type>
<local-name>[total_30_day_fill_count_ge65]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>total_30_day_fill_count_ge65</remote-alias>
<ordinal>25</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>total_drug_cost_ge65</remote-name>
<remote-type>5</remote-type>
<local-name>[total_drug_cost_ge65]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>total_drug_cost_ge65</remote-alias>
<ordinal>26</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>total_day_supply_ge65</remote-name>
<remote-type>5</remote-type>
<local-name>[total_day_supply_ge65]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>total_day_supply_ge65</remote-alias>
<ordinal>27</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>bene_count_ge65_suppress_flag</remote-name>
<remote-type>129</remote-type>
<local-name>[bene_count_ge65_suppress_flag]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>bene_count_ge65_suppress_flag</remote-alias>
<ordinal>28</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>bene_count_ge65</remote-name>
<remote-type>5</remote-type>
<local-name>[bene_count_ge65]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>bene_count_ge65</remote-alias>
<ordinal>29</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>brand_suppress_flag</remote-name>
<remote-type>129</remote-type>
<local-name>[brand_suppress_flag]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>brand_suppress_flag</remote-alias>
<ordinal>30</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>brand_claim_count</remote-name>
<remote-type>5</remote-type>
<local-name>[brand_claim_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>brand_claim_count</remote-alias>
<ordinal>31</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>brand_drug_cost</remote-name>
<remote-type>5</remote-type>
<local-name>[brand_drug_cost]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>brand_drug_cost</remote-alias>
<ordinal>32</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>generic_suppress_flag</remote-name>
<remote-type>129</remote-type>
<local-name>[generic_suppress_flag]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>generic_suppress_flag</remote-alias>
<ordinal>33</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>generic_claim_count</remote-name>
<remote-type>5</remote-type>
<local-name>[generic_claim_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>generic_claim_count</remote-alias>
<ordinal>34</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>generic_drug_cost</remote-name>
<remote-type>5</remote-type>
<local-name>[generic_drug_cost]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>generic_drug_cost</remote-alias>
<ordinal>35</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>other_suppress_flag</remote-name>
<remote-type>129</remote-type>
<local-name>[other_suppress_flag]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>other_suppress_flag</remote-alias>
<ordinal>36</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>other_claim_count</remote-name>
<remote-type>5</remote-type>
<local-name>[other_claim_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>other_claim_count</remote-alias>
<ordinal>37</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>other_drug_cost</remote-name>
<remote-type>5</remote-type>
<local-name>[other_drug_cost]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>other_drug_cost</remote-alias>
<ordinal>38</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>mapd_suppress_flag</remote-name>
<remote-type>129</remote-type>
<local-name>[mapd_suppress_flag]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>mapd_suppress_flag</remote-alias>
<ordinal>39</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>mapd_claim_count</remote-name>
<remote-type>5</remote-type>
<local-name>[mapd_claim_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>mapd_claim_count</remote-alias>
<ordinal>40</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>mapd_drug_cost</remote-name>
<remote-type>5</remote-type>
<local-name>[mapd_drug_cost]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>mapd_drug_cost</remote-alias>
<ordinal>41</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>pdp_suppress_flag</remote-name>
<remote-type>129</remote-type>
<local-name>[pdp_suppress_flag]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>pdp_suppress_flag</remote-alias>
<ordinal>42</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>pdp_claim_count</remote-name>
<remote-type>5</remote-type>
<local-name>[pdp_claim_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>pdp_claim_count</remote-alias>
<ordinal>43</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>pdp_drug_cost</remote-name>
<remote-type>5</remote-type>
<local-name>[pdp_drug_cost]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>pdp_drug_cost</remote-alias>
<ordinal>44</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>lis_suppress_flag</remote-name>
<remote-type>129</remote-type>
<local-name>[lis_suppress_flag]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>lis_suppress_flag</remote-alias>
<ordinal>45</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>lis_claim_count</remote-name>
<remote-type>5</remote-type>
<local-name>[lis_claim_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>lis_claim_count</remote-alias>
<ordinal>46</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>lis_drug_cost</remote-name>
<remote-type>5</remote-type>
<local-name>[lis_drug_cost]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>lis_drug_cost</remote-alias>
<ordinal>47</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>nonlis_suppress_flag</remote-name>
<remote-type>129</remote-type>
<local-name>[nonlis_suppress_flag]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nonlis_suppress_flag</remote-alias>
<ordinal>48</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>nonlis_claim_count</remote-name>
<remote-type>5</remote-type>
<local-name>[nonlis_claim_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nonlis_claim_count</remote-alias>
<ordinal>49</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>nonlis_drug_cost</remote-name>
<remote-type>5</remote-type>
<local-name>[nonlis_drug_cost]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>nonlis_drug_cost</remote-alias>
<ordinal>50</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>opioid_claim_count</remote-name>
<remote-type>5</remote-type>
<local-name>[opioid_claim_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>opioid_claim_count</remote-alias>
<ordinal>51</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>opioid_drug_cost</remote-name>
<remote-type>5</remote-type>
<local-name>[opioid_drug_cost]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>opioid_drug_cost</remote-alias>
<ordinal>52</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>opioid_day_supply</remote-name>
<remote-type>5</remote-type>
<local-name>[opioid_day_supply]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>opioid_day_supply</remote-alias>
<ordinal>53</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>opioid_bene_count</remote-name>
<remote-type>5</remote-type>
<local-name>[opioid_bene_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>opioid_bene_count</remote-alias>
<ordinal>54</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>opioid_prescriber_rate</remote-name>
<remote-type>5</remote-type>
<local-name>[opioid_prescriber_rate]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>opioid_prescriber_rate</remote-alias>
<ordinal>55</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>la_opioid_claim_count</remote-name>
<remote-type>5</remote-type>
<local-name>[la_opioid_claim_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>la_opioid_claim_count</remote-alias>
<ordinal>56</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>la_opioid_drug_cost</remote-name>
<remote-type>5</remote-type>
<local-name>[la_opioid_drug_cost]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>la_opioid_drug_cost</remote-alias>
<ordinal>57</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>la_opioid_day_supply</remote-name>
<remote-type>5</remote-type>
<local-name>[la_opioid_day_supply]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>la_opioid_day_supply</remote-alias>
<ordinal>58</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>la_opioid_bene_count</remote-name>
<remote-type>5</remote-type>
<local-name>[la_opioid_bene_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>la_opioid_bene_count</remote-alias>
<ordinal>59</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>la_opioid_prescriber_rate</remote-name>
<remote-type>5</remote-type>
<local-name>[la_opioid_prescriber_rate]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>la_opioid_prescriber_rate</remote-alias>
<ordinal>60</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>antibiotic_claim_count</remote-name>
<remote-type>5</remote-type>
<local-name>[antibiotic_claim_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>antibiotic_claim_count</remote-alias>
<ordinal>61</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>antibiotic_drug_cost</remote-name>
<remote-type>5</remote-type>
<local-name>[antibiotic_drug_cost]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>antibiotic_drug_cost</remote-alias>
<ordinal>62</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>antibiotic_bene_count</remote-name>
<remote-type>5</remote-type>
<local-name>[antibiotic_bene_count]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>antibiotic_bene_count</remote-alias>
<ordinal>63</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>antipsych_ge65_suppress_flag</remote-name>
<remote-type>129</remote-type>
<local-name>[antipsych_ge65_suppress_flag]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>antipsych_ge65_suppress_flag</remote-alias>
<ordinal>64</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RGB' />
</metadata-record>
<metadata-record class='column'>
<remote-name>antipsych_claim_count_ge65</remote-name>
<remote-type>5</remote-type>
<local-name>[antipsych_claim_count_ge65]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>antipsych_claim_count_ge65</remote-alias>
<ordinal>65</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>antipsych_drug_cost_ge65</remote-name>
<remote-type>5</remote-type>
<local-name>[antipsych_drug_cost_ge65]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>antipsych_drug_cost_ge65</remote-alias>
<ordinal>66</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>antipsych_bene_ge65_suppress_flg</remote-name>
<remote-type>129</remote-type>
<local-name>[antipsych_bene_ge65_suppress_flg]</local-name>
<parent-name>[clusters.csv]</parent-name>
<remote-alias>antipsych_bene_ge65_suppress_flg</remote-alias>
<ordinal>67</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>