Skip to content
Permalink
main
Switch branches/tags

Name already in use

A tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch?

Traffic_Accident_Severity_Classification_with_Pyspark/Vizualizations accidents 2016-2021.twb

Go to file
 
 
Cannot retrieve contributors at this time
7198 lines (7197 sloc) 447 KB
Raw Blame
Open in GitHub Desktop
<?xml version='1.0' encoding='utf-8' ?>
<!-- build 20222.22.0916.1526 -->
<workbook original-version='18.1' source-build='2022.2.2 (20222.22.0916.1526)' source-platform='win' version='18.1' xmlns:user='http://www.tableausoftware.com/xml/user'>
<document-format-change-manifest>
<_.fcp.AccessibleZoneTabOrder.true...AccessibleZoneTabOrder />
<_.fcp.AnimationOnByDefault.true...AnimationOnByDefault />
<AutoCreateAndUpdateDSDPhoneLayouts />
<MapboxVectorStylesAndLayers />
<_.fcp.MarkAnimation.true...MarkAnimation />
<_.fcp.ObjectModelEncapsulateLegacy.true...ObjectModelEncapsulateLegacy />
<_.fcp.ObjectModelTableType.true...ObjectModelTableType />
<_.fcp.SchemaViewerObjectModel.true...SchemaViewerObjectModel />
<SetMembershipControl />
<SheetIdentifierTracking />
<SortTagCleanup />
<WindowsPersistSimpleIdentifiers />
<WorksheetBackgroundTransparency />
<ZoneBackgroundTransparency />
</document-format-change-manifest>
<preferences>
<preference name='ui.encoding.shelf.height' value='24' />
<preference name='ui.shelf.height' value='26' />
</preferences>
<style>
<style-rule element='all'>
<format attr='color' value='#000000' />
</style-rule>
</style>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' inline='true' name='federated.051ezpz0dkwsn917l0p3612caxds' version='18.1'>
<connection class='federated'>
<named-connections>
<named-connection caption='US_Accidents_Dec21_updated' name='textscan.0y4d1m517orm1110lgdzp14hnp0j'>
<connection class='textscan' directory='C:/Users/lucas/Documents/UNI 22-23/7153CEM/dataset' filename='US_Accidents_Dec21_updated.csv' password='' server='' />
</named-connection>
</named-connections>
<_.fcp.ObjectModelEncapsulateLegacy.false...relation connection='textscan.0y4d1m517orm1110lgdzp14hnp0j' name='US_Accidents_Dec21_updated.csv' table='[US_Accidents_Dec21_updated#csv]' type='table'>
<columns character-set='UTF-8' header='yes' locale='en_GB' separator=','>
<column datatype='string' name='ID' ordinal='0' />
<column datatype='integer' name='Severity' ordinal='1' />
<column datatype='datetime' name='Start_Time' ordinal='2' />
<column datatype='datetime' name='End_Time' ordinal='3' />
<column datatype='real' name='Start_Lat' ordinal='4' />
<column datatype='real' name='Start_Lng' ordinal='5' />
<column datatype='real' name='End_Lat' ordinal='6' />
<column datatype='real' name='End_Lng' ordinal='7' />
<column datatype='real' name='Distance(mi)' ordinal='8' />
<column datatype='string' name='Description' ordinal='9' />
<column datatype='real' name='Number' ordinal='10' />
<column datatype='string' name='Street' ordinal='11' />
<column datatype='string' name='Side' ordinal='12' />
<column datatype='string' name='City' ordinal='13' />
<column datatype='string' name='County' ordinal='14' />
<column datatype='string' name='State' ordinal='15' />
<column datatype='string' name='Zipcode' ordinal='16' />
<column datatype='string' name='Country' ordinal='17' />
<column datatype='string' name='Timezone' ordinal='18' />
<column datatype='string' name='Airport_Code' ordinal='19' />
<column datatype='datetime' name='Weather_Timestamp' ordinal='20' />
<column datatype='real' name='Temperature(F)' ordinal='21' />
<column datatype='real' name='Wind_Chill(F)' ordinal='22' />
<column datatype='real' name='Humidity(%)' ordinal='23' />
<column datatype='real' name='Pressure(in)' ordinal='24' />
<column datatype='real' name='Visibility(mi)' ordinal='25' />
<column datatype='string' name='Wind_Direction' ordinal='26' />
<column datatype='real' name='Wind_Speed(mph)' ordinal='27' />
<column datatype='real' name='Precipitation(in)' ordinal='28' />
<column datatype='string' name='Weather_Condition' ordinal='29' />
<column datatype='boolean' name='Amenity' ordinal='30' />
<column datatype='boolean' name='Bump' ordinal='31' />
<column datatype='boolean' name='Crossing' ordinal='32' />
<column datatype='boolean' name='Give_Way' ordinal='33' />
<column datatype='boolean' name='Junction' ordinal='34' />
<column datatype='boolean' name='No_Exit' ordinal='35' />
<column datatype='boolean' name='Railway' ordinal='36' />
<column datatype='boolean' name='Roundabout' ordinal='37' />
<column datatype='boolean' name='Station' ordinal='38' />
<column datatype='boolean' name='Stop' ordinal='39' />
<column datatype='boolean' name='Traffic_Calming' ordinal='40' />
<column datatype='boolean' name='Traffic_Signal' ordinal='41' />
<column datatype='boolean' name='Turning_Loop' ordinal='42' />
<column datatype='string' name='Sunrise_Sunset' ordinal='43' />
<column datatype='string' name='Civil_Twilight' ordinal='44' />
<column datatype='string' name='Nautical_Twilight' ordinal='45' />
<column datatype='string' name='Astronomical_Twilight' ordinal='46' />
</columns>
</_.fcp.ObjectModelEncapsulateLegacy.false...relation>
<_.fcp.ObjectModelEncapsulateLegacy.true...relation connection='textscan.0y4d1m517orm1110lgdzp14hnp0j' name='US_Accidents_Dec21_updated.csv' table='[US_Accidents_Dec21_updated#csv]' type='table'>
<columns character-set='UTF-8' header='yes' locale='en_GB' separator=','>
<column datatype='string' name='ID' ordinal='0' />
<column datatype='integer' name='Severity' ordinal='1' />
<column datatype='datetime' name='Start_Time' ordinal='2' />
<column datatype='datetime' name='End_Time' ordinal='3' />
<column datatype='real' name='Start_Lat' ordinal='4' />
<column datatype='real' name='Start_Lng' ordinal='5' />
<column datatype='real' name='End_Lat' ordinal='6' />
<column datatype='real' name='End_Lng' ordinal='7' />
<column datatype='real' name='Distance(mi)' ordinal='8' />
<column datatype='string' name='Description' ordinal='9' />
<column datatype='real' name='Number' ordinal='10' />
<column datatype='string' name='Street' ordinal='11' />
<column datatype='string' name='Side' ordinal='12' />
<column datatype='string' name='City' ordinal='13' />
<column datatype='string' name='County' ordinal='14' />
<column datatype='string' name='State' ordinal='15' />
<column datatype='string' name='Zipcode' ordinal='16' />
<column datatype='string' name='Country' ordinal='17' />
<column datatype='string' name='Timezone' ordinal='18' />
<column datatype='string' name='Airport_Code' ordinal='19' />
<column datatype='datetime' name='Weather_Timestamp' ordinal='20' />
<column datatype='real' name='Temperature(F)' ordinal='21' />
<column datatype='real' name='Wind_Chill(F)' ordinal='22' />
<column datatype='real' name='Humidity(%)' ordinal='23' />
<column datatype='real' name='Pressure(in)' ordinal='24' />
<column datatype='real' name='Visibility(mi)' ordinal='25' />
<column datatype='string' name='Wind_Direction' ordinal='26' />
<column datatype='real' name='Wind_Speed(mph)' ordinal='27' />
<column datatype='real' name='Precipitation(in)' ordinal='28' />
<column datatype='string' name='Weather_Condition' ordinal='29' />
<column datatype='boolean' name='Amenity' ordinal='30' />
<column datatype='boolean' name='Bump' ordinal='31' />
<column datatype='boolean' name='Crossing' ordinal='32' />
<column datatype='boolean' name='Give_Way' ordinal='33' />
<column datatype='boolean' name='Junction' ordinal='34' />
<column datatype='boolean' name='No_Exit' ordinal='35' />
<column datatype='boolean' name='Railway' ordinal='36' />
<column datatype='boolean' name='Roundabout' ordinal='37' />
<column datatype='boolean' name='Station' ordinal='38' />
<column datatype='boolean' name='Stop' ordinal='39' />
<column datatype='boolean' name='Traffic_Calming' ordinal='40' />
<column datatype='boolean' name='Traffic_Signal' ordinal='41' />
<column datatype='boolean' name='Turning_Loop' ordinal='42' />
<column datatype='string' name='Sunrise_Sunset' ordinal='43' />
<column datatype='string' name='Civil_Twilight' ordinal='44' />
<column datatype='string' name='Nautical_Twilight' ordinal='45' />
<column datatype='string' name='Astronomical_Twilight' ordinal='46' />
</columns>
</_.fcp.ObjectModelEncapsulateLegacy.true...relation>
<metadata-records>
<metadata-record class='capability'>
<remote-name />
<remote-type>0</remote-type>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias />
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='character-set'>&quot;UTF-8&quot;</attribute>
<attribute datatype='string' name='collation'>&quot;en_GB&quot;</attribute>
<attribute datatype='string' name='currency'>&quot;£&quot;</attribute>
<attribute datatype='string' name='field-delimiter'>&quot;,&quot;</attribute>
<attribute datatype='string' name='header-row'>&quot;true&quot;</attribute>
<attribute datatype='string' name='locale'>&quot;en_GB&quot;</attribute>
<attribute datatype='string' name='single-char'>&quot;&quot;</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>ID</remote-name>
<remote-type>129</remote-type>
<local-name>[ID]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>ID</remote-alias>
<ordinal>0</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Severity</remote-name>
<remote-type>20</remote-type>
<local-name>[Severity]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Severity</remote-alias>
<ordinal>1</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Start_Time</remote-name>
<remote-type>135</remote-type>
<local-name>[Start_Time]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Start_Time</remote-alias>
<ordinal>2</ordinal>
<local-type>datetime</local-type>
<aggregation>Year</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>End_Time</remote-name>
<remote-type>135</remote-type>
<local-name>[End_Time]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>End_Time</remote-alias>
<ordinal>3</ordinal>
<local-type>datetime</local-type>
<aggregation>Year</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Start_Lat</remote-name>
<remote-type>5</remote-type>
<local-name>[Start_Lat]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Start_Lat</remote-alias>
<ordinal>4</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Start_Lng</remote-name>
<remote-type>5</remote-type>
<local-name>[Start_Lng]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Start_Lng</remote-alias>
<ordinal>5</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>End_Lat</remote-name>
<remote-type>5</remote-type>
<local-name>[End_Lat]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>End_Lat</remote-alias>
<ordinal>6</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>End_Lng</remote-name>
<remote-type>5</remote-type>
<local-name>[End_Lng]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>End_Lng</remote-alias>
<ordinal>7</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Distance(mi)</remote-name>
<remote-type>5</remote-type>
<local-name>[Distance(mi)]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Distance(mi)</remote-alias>
<ordinal>8</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Description</remote-name>
<remote-type>129</remote-type>
<local-name>[Description]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Description</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Number</remote-name>
<remote-type>5</remote-type>
<local-name>[Number]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Number</remote-alias>
<ordinal>10</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Street</remote-name>
<remote-type>129</remote-type>
<local-name>[Street]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Street</remote-alias>
<ordinal>11</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Side</remote-name>
<remote-type>129</remote-type>
<local-name>[Side]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Side</remote-alias>
<ordinal>12</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>City</remote-name>
<remote-type>129</remote-type>
<local-name>[City]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>City</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>County</remote-name>
<remote-type>129</remote-type>
<local-name>[County]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>County</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>State</remote-name>
<remote-type>129</remote-type>
<local-name>[State]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>State</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Zipcode</remote-name>
<remote-type>129</remote-type>
<local-name>[Zipcode]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Zipcode</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Country</remote-name>
<remote-type>129</remote-type>
<local-name>[Country]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Country</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Timezone</remote-name>
<remote-type>129</remote-type>
<local-name>[Timezone]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Timezone</remote-alias>
<ordinal>18</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Airport_Code</remote-name>
<remote-type>129</remote-type>
<local-name>[Airport_Code]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Airport_Code</remote-alias>
<ordinal>19</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Weather_Timestamp</remote-name>
<remote-type>135</remote-type>
<local-name>[Weather_Timestamp]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Weather_Timestamp</remote-alias>
<ordinal>20</ordinal>
<local-type>datetime</local-type>
<aggregation>Year</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Temperature(F)</remote-name>
<remote-type>5</remote-type>
<local-name>[Temperature(F)]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Temperature(F)</remote-alias>
<ordinal>21</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Wind_Chill(F)</remote-name>
<remote-type>5</remote-type>
<local-name>[Wind_Chill(F)]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Wind_Chill(F)</remote-alias>
<ordinal>22</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Humidity(%)</remote-name>
<remote-type>5</remote-type>
<local-name>[Humidity(%)]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Humidity(%)</remote-alias>
<ordinal>23</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Pressure(in)</remote-name>
<remote-type>5</remote-type>
<local-name>[Pressure(in)]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Pressure(in)</remote-alias>
<ordinal>24</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Visibility(mi)</remote-name>
<remote-type>5</remote-type>
<local-name>[Visibility(mi)]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Visibility(mi)</remote-alias>
<ordinal>25</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Wind_Direction</remote-name>
<remote-type>129</remote-type>
<local-name>[Wind_Direction]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Wind_Direction</remote-alias>
<ordinal>26</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Wind_Speed(mph)</remote-name>
<remote-type>5</remote-type>
<local-name>[Wind_Speed(mph)]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Wind_Speed(mph)</remote-alias>
<ordinal>27</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Precipitation(in)</remote-name>
<remote-type>5</remote-type>
<local-name>[Precipitation(in)]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Precipitation(in)</remote-alias>
<ordinal>28</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Weather_Condition</remote-name>
<remote-type>129</remote-type>
<local-name>[Weather_Condition]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Weather_Condition</remote-alias>
<ordinal>29</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Amenity</remote-name>
<remote-type>11</remote-type>
<local-name>[Amenity]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Amenity</remote-alias>
<ordinal>30</ordinal>
<local-type>boolean</local-type>
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Bump</remote-name>
<remote-type>11</remote-type>
<local-name>[Bump]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Bump</remote-alias>
<ordinal>31</ordinal>
<local-type>boolean</local-type>
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Crossing</remote-name>
<remote-type>11</remote-type>
<local-name>[Crossing]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Crossing</remote-alias>
<ordinal>32</ordinal>
<local-type>boolean</local-type>
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Give_Way</remote-name>
<remote-type>11</remote-type>
<local-name>[Give_Way]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Give_Way</remote-alias>
<ordinal>33</ordinal>
<local-type>boolean</local-type>
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Junction</remote-name>
<remote-type>11</remote-type>
<local-name>[Junction]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Junction</remote-alias>
<ordinal>34</ordinal>
<local-type>boolean</local-type>
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>No_Exit</remote-name>
<remote-type>11</remote-type>
<local-name>[No_Exit]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>No_Exit</remote-alias>
<ordinal>35</ordinal>
<local-type>boolean</local-type>
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Railway</remote-name>
<remote-type>11</remote-type>
<local-name>[Railway]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Railway</remote-alias>
<ordinal>36</ordinal>
<local-type>boolean</local-type>
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Roundabout</remote-name>
<remote-type>11</remote-type>
<local-name>[Roundabout]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Roundabout</remote-alias>
<ordinal>37</ordinal>
<local-type>boolean</local-type>
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Station</remote-name>
<remote-type>11</remote-type>
<local-name>[Station]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Station</remote-alias>
<ordinal>38</ordinal>
<local-type>boolean</local-type>
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Stop</remote-name>
<remote-type>11</remote-type>
<local-name>[Stop]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Stop</remote-alias>
<ordinal>39</ordinal>
<local-type>boolean</local-type>
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Traffic_Calming</remote-name>
<remote-type>11</remote-type>
<local-name>[Traffic_Calming]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Traffic_Calming</remote-alias>
<ordinal>40</ordinal>
<local-type>boolean</local-type>
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Traffic_Signal</remote-name>
<remote-type>11</remote-type>
<local-name>[Traffic_Signal]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Traffic_Signal</remote-alias>
<ordinal>41</ordinal>
<local-type>boolean</local-type>
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Turning_Loop</remote-name>
<remote-type>11</remote-type>
<local-name>[Turning_Loop]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Turning_Loop</remote-alias>
<ordinal>42</ordinal>
<local-type>boolean</local-type>
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Sunrise_Sunset</remote-name>
<remote-type>129</remote-type>
<local-name>[Sunrise_Sunset]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Sunrise_Sunset</remote-alias>
<ordinal>43</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Civil_Twilight</remote-name>
<remote-type>129</remote-type>
<local-name>[Civil_Twilight]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Civil_Twilight</remote-alias>
<ordinal>44</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Nautical_Twilight</remote-name>
<remote-type>129</remote-type>
<local-name>[Nautical_Twilight]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Nautical_Twilight</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Astronomical_Twilight</remote-name>
<remote-type>129</remote-type>
<local-name>[Astronomical_Twilight]</local-name>
<parent-name>[US_Accidents_Dec21_updated.csv]</parent-name>
<remote-alias>Astronomical_Twilight</remote-alias>
<ordinal>46</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' />
<_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
</metadata-record>
</metadata-records>
</connection>
<aliases enabled='yes' />
<column caption='Airport Code' datatype='string' name='[Airport_Code]' role='dimension' type='nominal' />
<column caption='Astronomical Twilight' datatype='string' name='[Astronomical_Twilight]' role='dimension' type='nominal' />
<column datatype='boolean' name='[Bump]' role='dimension' type='nominal' />
<column caption='Temperature (C)' datatype='real' default-format='n#,##0.0;-#,##0.0' name='[Calculation_879046371183329281]' role='measure' type='quantitative'>
<calculation class='tableau' formula='(([Temperature(F)]-32)/1.8)' />
</column>
<column datatype='string' name='[City]' role='dimension' semantic-role='[City].[Name]' type='nominal' />
<column caption='Civil Twilight' datatype='string' name='[Civil_Twilight]' role='dimension' type='nominal' />
<column datatype='string' name='[Country]' role='dimension' semantic-role='[Country].[ISO3166_2]' type='nominal' />
<column datatype='string' name='[County]' role='dimension' semantic-role='[County].[Name]' type='nominal' />
<column datatype='boolean' name='[Crossing]' role='dimension' type='nominal' />
<column aggregation='Avg' caption='End Lat' datatype='real' name='[End_Lat]' role='dimension' semantic-role='[Geographical].[Latitude]' type='quantitative' />
<column aggregation='Sum' caption='End Lng' datatype='real' name='[End_Lng]' role='dimension' type='ordinal' />
<column caption='End Time' datatype='datetime' name='[End_Time]' role='dimension' type='ordinal' />
<column caption='Give Way' datatype='boolean' name='[Give_Way]' role='dimension' type='nominal' />
<column datatype='boolean' name='[Junction]' role='dimension' type='nominal' />
<column caption='Nautical Twilight' datatype='string' name='[Nautical_Twilight]' role='dimension' type='nominal' />
<column caption='No Exit' datatype='boolean' name='[No_Exit]' role='dimension' type='nominal' />
<column datatype='real' name='[Number]' role='dimension' type='ordinal' />
<column datatype='boolean' name='[Roundabout]' role='dimension' type='nominal' />
<column aggregation='Sum' datatype='integer' name='[Severity]' role='dimension' type='ordinal' />
<column aggregation='Avg' caption='Start Lat' datatype='real' name='[Start_Lat]' role='dimension' semantic-role='[Geographical].[Latitude]' type='quantitative' />
<column aggregation='Avg' caption='Start Lng' datatype='real' name='[Start_Lng]' role='dimension' semantic-role='[Geographical].[Longitude]' type='quantitative' />
<column caption='Start Time' datatype='datetime' name='[Start_Time]' role='dimension' type='ordinal' />
<column datatype='string' name='[State]' role='dimension' semantic-role='[State].[Name]' type='nominal' />
<column datatype='boolean' name='[Stop]' role='dimension' type='nominal' />
<column caption='Sunrise Sunset' datatype='string' name='[Sunrise_Sunset]' role='dimension' type='nominal' />
<column caption='Traffic Calming' datatype='boolean' name='[Traffic_Calming]' role='dimension' type='nominal' />
<column caption='Traffic Signal' datatype='boolean' name='[Traffic_Signal]' role='dimension' type='nominal' />
<column caption='Turning Loop' datatype='boolean' name='[Turning_Loop]' role='dimension' type='nominal' />
<column caption='Weather Condition' datatype='string' name='[Weather_Condition]' role='dimension' type='nominal' />
<column caption='Weather Timestamp' datatype='datetime' name='[Weather_Timestamp]' role='dimension' type='ordinal' />
<column caption='Wind Chill(F)' datatype='real' name='[Wind_Chill(F)]' role='measure' type='quantitative' />
<column caption='Wind Direction' datatype='string' name='[Wind_Direction]' role='dimension' type='nominal' />
<column caption='Wind Speed(mph)' datatype='real' name='[Wind_Speed(mph)]' role='measure' type='quantitative' />
<column datatype='string' name='[Zipcode]' role='dimension' semantic-role='[ZipCode].[Name]' type='nominal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Crossing]' derivation='Attribute' name='[attr:Crossing:nk]' pivot='key' type='nominal' />
<column-instance column='[Junction]' derivation='Attribute' name='[attr:Junction:nk]' pivot='key' type='nominal' />
<column-instance column='[Severity]' derivation='Avg' name='[avg:Severity:qk]' pivot='key' type='quantitative' />
<column-instance column='[Severity]' derivation='Count' name='[cnt:Severity:qk]' pivot='key' type='quantitative' />
<column-instance column='[Severity]' derivation='CountD' name='[ctd:Severity:qk]' pivot='key' type='quantitative' />
<column-instance column='[Start_Time]' derivation='Day' name='[dy:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Start_Time]' derivation='Hour' name='[hr:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Start_Time]' derivation='Month' name='[mn:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Bump]' derivation='None' name='[none:Bump:nk]' pivot='key' type='nominal' />
<column-instance column='[Calculation_879046371183329281]' derivation='None' name='[none:Calculation_879046371183329281:ok]' pivot='key' type='ordinal' />
<column-instance column='[City]' derivation='None' name='[none:City:nk]' pivot='key' type='nominal' />
<column-instance column='[Country]' derivation='None' name='[none:Country:nk]' pivot='key' type='nominal' />
<column-instance column='[Crossing]' derivation='None' name='[none:Crossing:nk]' pivot='key' type='nominal' />
<column-instance column='[Forecast Indicator]' derivation='None' forecast-column-base='[Forecast Indicator]' forecast-column-type='forecast-indicator' name='[none:Forecast Indicator:nk]' pivot='key' type='nominal' />
<column-instance column='[Junction]' derivation='None' name='[none:Junction:nk]' pivot='key' type='nominal' />
<column-instance column='[Roundabout]' derivation='None' name='[none:Roundabout:nk]' pivot='key' type='nominal' />
<column-instance column='[Start_Lat]' derivation='None' name='[none:Start_Lat:qk]' pivot='key' type='quantitative' />
<column-instance column='[Start_Lng]' derivation='None' name='[none:Start_Lng:qk]' pivot='key' type='quantitative' />
<column-instance column='[State]' derivation='None' name='[none:State:nk]' pivot='key' type='nominal' />
<column-instance column='[Stop]' derivation='None' name='[none:Stop:nk]' pivot='key' type='nominal' />
<column-instance column='[Traffic_Calming]' derivation='None' name='[none:Traffic_Calming:nk]' pivot='key' type='nominal' />
<column-instance column='[Traffic_Signal]' derivation='None' name='[none:Traffic_Signal:nk]' pivot='key' type='nominal' />
<column-instance column='[Turning_Loop]' derivation='None' name='[none:Turning_Loop:nk]' pivot='key' type='nominal' />
<column-instance column='[Weather_Condition]' derivation='None' name='[none:Weather_Condition:nk]' pivot='key' type='nominal' />
<column-instance aggregation-param='50' column='[Severity]' derivation='Percentile' name='[prc50:Severity:qk]' pivot='key' type='quantitative' />
<column-instance column='[Start_Time]' derivation='Month-Trunc' name='[tmn:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Start_Time]' derivation='Year-Trunc' name='[tyr:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Severity]' derivation='Var' name='[var:Severity:qk]' pivot='key' type='quantitative' />
<column-instance column='[Start_Time]' derivation='Weekday' name='[wd:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Start_Time]' derivation='Year' name='[yr:Start_Time:ok]' pivot='key' type='ordinal' />
<group caption='Action (Country,MONTH(Start Time),State)' hidden='true' name='[Action (Country,MONTH(Start Time),State)]' name-style='unqualified' user:auto-column='sheet_link'>
<groupfilter function='crossjoin'>
<groupfilter function='level-members' level='[Country]' />
<groupfilter function='level-members' level='[tmn:Start_Time:ok]' />
<groupfilter function='level-members' level='[State]' />
</groupfilter>
</group>
<group caption='Action (HOUR(Start Time))' hidden='true' name='[Action (HOUR(Start Time))]' name-style='unqualified' user:auto-column='sheet_link'>
<groupfilter function='crossjoin'>
<groupfilter function='level-members' level='[hr:Start_Time:ok]' />
</groupfilter>
</group>
<group caption='Action (MONTH(Start Time)) 1' hidden='true' name='[Action (MONTH(Start Time)) 1]' name-style='unqualified' user:auto-column='sheet_link'>
<groupfilter function='crossjoin'>
<groupfilter function='level-members' level='[tmn:Start_Time:ok]' />
</groupfilter>
</group>
<group caption='Action (MONTH(Start Time))' hidden='true' name='[Action (MONTH(Start Time))]' name-style='unqualified' user:auto-column='sheet_link'>
<groupfilter function='crossjoin'>
<groupfilter function='level-members' level='[mn:Start_Time:ok]' />
</groupfilter>
</group>
<group caption='Action (Temperature (C))' hidden='true' name='[Action (Temperature (C))]' name-style='unqualified' user:auto-column='sheet_link'>
<groupfilter function='crossjoin'>
<groupfilter function='level-members' level='[none:Calculation_879046371183329281:ok]' />
</groupfilter>
</group>
<group caption='Action (WEEKDAY(Start Time))' hidden='true' name='[Action (WEEKDAY(Start Time))]' name-style='unqualified' user:auto-column='sheet_link'>
<groupfilter function='crossjoin'>
<groupfilter function='level-members' level='[wd:Start_Time:ok]' />
</groupfilter>
</group>
<group caption='Action (Weather Condition)' hidden='true' name='[Action (Weather Condition)]' name-style='unqualified' user:auto-column='sheet_link'>
<groupfilter function='crossjoin'>
<groupfilter function='level-members' level='[Weather_Condition]' />
</groupfilter>
</group>
<group hidden='true' name='[Inclusions (City,Country)]' name-style='unqualified' user:auto-column='include'>
<groupfilter function='crossjoin'>
<groupfilter function='level-members' level='[none:City:nk]' />
<groupfilter function='level-members' level='[none:Country:nk]' />
</groupfilter>
</group>
<group hidden='true' name='[Inclusions (Start Lat,Start Lng)]' name-style='unqualified' user:auto-column='include'>
<groupfilter function='crossjoin'>
<groupfilter function='level-members' level='[none:Start_Lat:qk]' />
<groupfilter function='level-members' level='[none:Start_Lng:qk]' />
</groupfilter>
</group>
<layout _.fcp.SchemaViewerObjectModel.false...dim-percentage='0.5' _.fcp.SchemaViewerObjectModel.false...measure-percentage='0.4' dim-ordering='alphabetic' measure-ordering='alphabetic' show-structure='true' />
<style>
<style-rule element='mark'>
<encoding attr='color' field='[tyr:Start_Time:ok]' type='palette'>
<map to='#4e79a7'>
<bucket>#2016-01-01 00:00:00#</bucket>
</map>
<map to='#59a14f'>
<bucket>#2020-01-01 00:00:00#</bucket>
</map>
<map to='#76b7b2'>
<bucket>#2019-01-01 00:00:00#</bucket>
</map>
<map to='#e15759'>
<bucket>#2018-01-01 00:00:00#</bucket>
</map>
<map to='#edc948'>
<bucket>#2021-01-01 00:00:00#</bucket>
</map>
<map to='#f28e2b'>
<bucket>#2017-01-01 00:00:00#</bucket>
</map>
</encoding>
<encoding attr='color' field='[dy:Start_Time:ok]' type='palette'>
<map to='#499894'>
<bucket>6</bucket>
</map>
<map to='#499894'>
<bucket>29</bucket>
</map>
<map to='#4e79a7'>
<bucket>21</bucket>
</map>
<map to='#4e79a7'>
<bucket>2016</bucket>
</map>
<map to='#59a14f'>
<bucket>25</bucket>
</map>
<map to='#59a14f'>
<bucket>2020</bucket>
</map>
<map to='#76b7b2'>
<bucket>2019</bucket>
</map>
<map to='#79706e'>
<bucket>9</bucket>
</map>
<map to='#86bcb6'>
<bucket>7</bucket>
</map>
<map to='#86bcb6'>
<bucket>30</bucket>
</map>
<map to='#8cd17d'>
<bucket>3</bucket>
</map>
<map to='#8cd17d'>
<bucket>26</bucket>
</map>
<map to='#9d7660'>
<bucket>19</bucket>
</map>
<map to='#a0cbe8'>
<bucket>1</bucket>
</map>
<map to='#a0cbe8'>
<bucket>22</bucket>
</map>
<map to='#b07aa1'>
<bucket>13</bucket>
</map>
<map to='#b07aa1'>
<bucket>17</bucket>
</map>
<map to='#b6992d'>
<bucket>4</bucket>
</map>
<map to='#b6992d'>
<bucket>27</bucket>
</map>
<map to='#bab0ac'>
<bucket>10</bucket>
</map>
<map to='#d37295'>
<bucket>11</bucket>
</map>
<map to='#d37295'>
<bucket>15</bucket>
</map>
<map to='#d4a6c8'>
<bucket>14</bucket>
</map>
<map to='#d4a6c8'>
<bucket>18</bucket>
</map>
<map to='#d7b5a6'>
<bucket>20</bucket>
</map>
<map to='#e15759'>
<bucket>31</bucket>
</map>
<map to='#e15759'>
<bucket>2018</bucket>
</map>
<map to='#edc948'>
<bucket>2021</bucket>
</map>
<map to='#f1ce63'>
<bucket>5</bucket>
</map>
<map to='#f1ce63'>
<bucket>28</bucket>
</map>
<map to='#f28e2b'>
<bucket>23</bucket>
</map>
<map to='#f28e2b'>
<bucket>2017</bucket>
</map>
<map to='#fabfd2'>
<bucket>12</bucket>
</map>
<map to='#fabfd2'>
<bucket>16</bucket>
</map>
<map to='#ff9d9a'>
<bucket>8</bucket>
</map>
<map to='#ffbe7d'>
<bucket>2</bucket>
</map>
<map to='#ffbe7d'>
<bucket>24</bucket>
</map>
</encoding>
<encoding attr='color' field='[wd:Start_Time:ok]' type='palette'>
<map to='#499894'>
<bucket>6</bucket>
</map>
<map to='#499894'>
<bucket>29</bucket>
</map>
<map to='#4e79a7'>
<bucket>21</bucket>
</map>
<map to='#4e79a7'>
<bucket>2016</bucket>
</map>
<map to='#59a14f'>
<bucket>25</bucket>
</map>
<map to='#59a14f'>
<bucket>2020</bucket>
</map>
<map to='#76b7b2'>
<bucket>2019</bucket>
</map>
<map to='#79706e'>
<bucket>9</bucket>
</map>
<map to='#86bcb6'>
<bucket>7</bucket>
</map>
<map to='#86bcb6'>
<bucket>30</bucket>
</map>
<map to='#8cd17d'>
<bucket>3</bucket>
</map>
<map to='#8cd17d'>
<bucket>26</bucket>
</map>
<map to='#9d7660'>
<bucket>19</bucket>
</map>
<map to='#a0cbe8'>
<bucket>1</bucket>
</map>
<map to='#a0cbe8'>
<bucket>22</bucket>
</map>
<map to='#b07aa1'>
<bucket>13</bucket>
</map>
<map to='#b07aa1'>
<bucket>17</bucket>
</map>
<map to='#b6992d'>
<bucket>4</bucket>
</map>
<map to='#b6992d'>
<bucket>27</bucket>
</map>
<map to='#bab0ac'>
<bucket>10</bucket>
</map>
<map to='#d37295'>
<bucket>11</bucket>
</map>
<map to='#d37295'>
<bucket>15</bucket>
</map>
<map to='#d4a6c8'>
<bucket>14</bucket>
</map>
<map to='#d4a6c8'>
<bucket>18</bucket>
</map>
<map to='#d7b5a6'>
<bucket>20</bucket>
</map>
<map to='#e15759'>
<bucket>31</bucket>
</map>
<map to='#e15759'>
<bucket>2018</bucket>
</map>
<map to='#edc948'>
<bucket>2021</bucket>
</map>
<map to='#f1ce63'>
<bucket>5</bucket>
</map>
<map to='#f1ce63'>
<bucket>28</bucket>
</map>
<map to='#f28e2b'>
<bucket>23</bucket>
</map>
<map to='#f28e2b'>
<bucket>2017</bucket>
</map>
<map to='#fabfd2'>
<bucket>12</bucket>
</map>
<map to='#fabfd2'>
<bucket>16</bucket>
</map>
<map to='#ff9d9a'>
<bucket>8</bucket>
</map>
<map to='#ffbe7d'>
<bucket>2</bucket>
</map>
<map to='#ffbe7d'>
<bucket>24</bucket>
</map>
</encoding>
<encoding attr='color' field='[:Measure Names]' type='palette'>
<map to='#4e79a7'>
<bucket>&quot;[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]&quot;</bucket>
</map>
<map to='#4e79a7'>
<bucket>&quot;[federated.051ezpz0dkwsn917l0p3612caxds].[cnt:Severity:qk]&quot;</bucket>
</map>
<map to='#4e79a7'>
<bucket>&quot;[federated.051ezpz0dkwsn917l0p3612caxds].[ctd:Severity:qk]&quot;</bucket>
</map>
<map to='#4e79a7'>
<bucket>&quot;[federated.051ezpz0dkwsn917l0p3612caxds].[prc50:Severity:qk]&quot;</bucket>
</map>
<map to='#4e79a7'>
<bucket>&quot;[federated.051ezpz0dkwsn917l0p3612caxds].[var:Severity:qk]&quot;</bucket>
</map>
<map to='#f28e2b'>
<bucket>&quot;[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]&quot;</bucket>
</map>
</encoding>
<encoding attr='color' field='[none:Weather_Condition:nk]' type='palette'>
<map to='#499894'>
<bucket>&quot;Scattered Clouds&quot;</bucket>
</map>
<map to='#4e79a7'>
<bucket>&quot;Fair&quot;</bucket>
</map>
<map to='#59a14f'>
<bucket>&quot;Clear&quot;</bucket>
</map>
<map to='#79706e'>
<bucket>&quot;Rain&quot;</bucket>
</map>
<map to='#86bcb6'>
<bucket>&quot;Light Snow&quot;</bucket>
</map>
<map to='#8cd17d'>
<bucket>&quot;Light Rain&quot;</bucket>
</map>
<map to='#9d7660'>
<bucket>&quot;T-Storm&quot;</bucket>
</map>
<map to='#a0cbe8'>
<bucket>&quot;Mostly Cloudy&quot;</bucket>
</map>
<map to='#b07aa1'>
<bucket>&quot;Mostly Cloudy / Windy&quot;</bucket>
</map>
<map to='#b6992d'>
<bucket>&quot;Overcast&quot;</bucket>
</map>
<map to='#bab0ac'>
<bucket>&quot;Fair / Windy&quot;</bucket>
</map>
<map to='#d37295'>
<bucket>&quot;Heavy Rain&quot;</bucket>
</map>
<map to='#d4a6c8'>
<bucket>&quot;Snow&quot;</bucket>
</map>
<map to='#d7b5a6'>
<bucket>&quot;Thunder&quot;</bucket>
</map>
<map to='#e15759'>
<bucket>&quot;Fog&quot;</bucket>
</map>
<map to='#f1ce63'>
<bucket>%null%</bucket>
</map>
<map to='#f28e2b'>
<bucket>&quot;Cloudy&quot;</bucket>
</map>
<map to='#fabfd2'>
<bucket>&quot;Heavy T-Storm&quot;</bucket>
</map>
<map to='#ff9d9a'>
<bucket>&quot;Haze&quot;</bucket>
</map>
<map to='#ffbe7d'>
<bucket>&quot;Partly Cloudy&quot;</bucket>
</map>
<map to='#ffbe7d'>
<bucket>&quot;Thunder in the Vicinity&quot;</bucket>
</map>
</encoding>
<encoding attr='color' field='[attr:Crossing:nk]' type='palette'>
<map to='#51b364'>
<bucket>false</bucket>
</map>
<map to='#e03531'>
<bucket>true</bucket>
</map>
</encoding>
<encoding attr='color' field='[attr:Junction:nk]' type='palette'>
<map to='#51b364'>
<bucket>false</bucket>
</map>
<map to='#e03531'>
<bucket>true</bucket>
</map>
</encoding>
<encoding attr='color' field='[yr:Start_Time:ok]&#10;[none:Forecast Indicator:nk]' type='palette'>
<map to='#55ad89'>
<multibucket>
<bucket>2020</bucket>
<bucket>&quot;Actual&quot;</bucket>
</multibucket>
</map>
<map to='#6388b4'>
<multibucket>
<bucket>2016</bucket>
<bucket>&quot;Actual&quot;</bucket>
</multibucket>
</map>
<map to='#8cc2ca'>
<multibucket>
<bucket>2019</bucket>
<bucket>&quot;Actual&quot;</bucket>
</multibucket>
</map>
<map to='#bb7693'>
<multibucket>
<bucket>2022</bucket>
<bucket>&quot;Estimate&quot;</bucket>
</multibucket>
</map>
<map to='#c3bc3f'>
<multibucket>
<bucket>2021</bucket>
<bucket>&quot;Estimate&quot;</bucket>
</multibucket>
</map>
<map to='#edc948'>
<multibucket>
<bucket>2021</bucket>
<bucket>&quot;Actual&quot;</bucket>
</multibucket>
</map>
<map to='#ef6f6a'>
<multibucket>
<bucket>2018</bucket>
<bucket>&quot;Actual&quot;</bucket>
</multibucket>
</map>
<map to='#ff9da7'>
<multibucket>
<bucket>2023</bucket>
<bucket>&quot;Estimate&quot;</bucket>
</multibucket>
</map>
<map to='#ffae34'>
<multibucket>
<bucket>2017</bucket>
<bucket>&quot;Actual&quot;</bucket>
</multibucket>
</map>
</encoding>
<encoding attr='color' field='[none:Traffic_Signal:nk]' palette='green_gold_10_0' type='palette'>
<map to='#146c36'>
<bucket>true</bucket>
</map>
<map to='#f4d166'>
<bucket>false</bucket>
</map>
</encoding>
<encoding attr='color' field='[none:Bump:nk]' palette='green_gold_10_0' type='palette'>
<map to='#146c36'>
<bucket>true</bucket>
</map>
<map to='#f4d166'>
<bucket>false</bucket>
</map>
</encoding>
<encoding attr='color' field='[none:Stop:nk]' palette='green_gold_10_0' type='palette'>
<map to='#146c36'>
<bucket>true</bucket>
</map>
<map to='#f4d166'>
<bucket>false</bucket>
</map>
</encoding>
<encoding attr='color' field='[none:Crossing:nk]' palette='green_gold_10_0' type='palette'>
<map to='#146c36'>
<bucket>true</bucket>
</map>
<map to='#f4d166'>
<bucket>false</bucket>
</map>
</encoding>
<encoding attr='color' field='[none:Roundabout:nk]' palette='green_gold_10_0' type='palette'>
<map to='#146c36'>
<bucket>true</bucket>
</map>
<map to='#f4d166'>
<bucket>false</bucket>
</map>
</encoding>
<encoding attr='color' field='[none:Traffic_Calming:nk]' palette='green_gold_10_0' type='palette'>
<map to='#146c36'>
<bucket>true</bucket>
</map>
<map to='#f4d166'>
<bucket>false</bucket>
</map>
</encoding>
<encoding attr='color' field='[none:Turning_Loop:nk]' palette='green_gold_10_0' type='palette'>
<map to='#f4d166'>
<bucket>false</bucket>
</map>
</encoding>
<encoding attr='color' field='[none:Junction:nk]' palette='green_gold_10_0' type='palette'>
<map to='#146c36'>
<bucket>true</bucket>
</map>
<map to='#f4d166'>
<bucket>false</bucket>
</map>
</encoding>
<encoding attr='color' field='[none:State:nk]' type='palette'>
<map to='#499894'>
<bucket>&quot;DE&quot;</bucket>
</map>
<map to='#499894'>
<bucket>&quot;NH&quot;</bucket>
</map>
<map to='#499894'>
<bucket>&quot;WY&quot;</bucket>
</map>
<map to='#4e79a7'>
<bucket>&quot;CA&quot;</bucket>
</map>
<map to='#4e79a7'>
<bucket>&quot;MI&quot;</bucket>
</map>
<map to='#4e79a7'>
<bucket>&quot;TN&quot;</bucket>
</map>
<map to='#59a14f'>
<bucket>&quot;AZ&quot;</bucket>
</map>
<map to='#59a14f'>
<bucket>&quot;MT&quot;</bucket>
</map>
<map to='#59a14f'>
<bucket>&quot;VT&quot;</bucket>
</map>
<map to='#79706e'>
<bucket>&quot;IL&quot;</bucket>
</map>
<map to='#79706e'>
<bucket>&quot;NY&quot;</bucket>
</map>
<map to='#86bcb6'>
<bucket>&quot;GA&quot;</bucket>
</map>
<map to='#86bcb6'>
<bucket>&quot;NJ&quot;</bucket>
</map>
<map to='#8cd17d'>
<bucket>&quot;CO&quot;</bucket>
</map>
<map to='#8cd17d'>
<bucket>&quot;NC&quot;</bucket>
</map>
<map to='#8cd17d'>
<bucket>&quot;WA&quot;</bucket>
</map>
<map to='#9d7660'>
<bucket>&quot;MD&quot;</bucket>
</map>
<map to='#9d7660'>
<bucket>&quot;SC&quot;</bucket>
</map>
<map to='#a0cbe8'>
<bucket>&quot;AL&quot;</bucket>
</map>
<map to='#a0cbe8'>
<bucket>&quot;MN&quot;</bucket>
</map>
<map to='#a0cbe8'>
<bucket>&quot;TX&quot;</bucket>
</map>
<map to='#b07aa1'>
<bucket>&quot;LA&quot;</bucket>
</map>
<map to='#b07aa1'>
<bucket>&quot;PA&quot;</bucket>
</map>
<map to='#b6992d'>
<bucket>&quot;CT&quot;</bucket>
</map>
<map to='#b6992d'>
<bucket>&quot;ND&quot;</bucket>
</map>
<map to='#b6992d'>
<bucket>&quot;WI&quot;</bucket>
</map>
<map to='#bab0ac'>
<bucket>&quot;IN&quot;</bucket>
</map>
<map to='#bab0ac'>
<bucket>&quot;OH&quot;</bucket>
</map>
<map to='#d37295'>
<bucket>&quot;KS&quot;</bucket>
</map>
<map to='#d37295'>
<bucket>&quot;OK&quot;</bucket>
</map>
<map to='#d4a6c8'>
<bucket>&quot;MA&quot;</bucket>
</map>
<map to='#d4a6c8'>
<bucket>&quot;RI&quot;</bucket>
</map>
<map to='#d7b5a6'>
<bucket>&quot;ME&quot;</bucket>
</map>
<map to='#d7b5a6'>
<bucket>&quot;SD&quot;</bucket>
</map>
<map to='#e15759'>
<bucket>&quot;IA&quot;</bucket>
</map>
<map to='#e15759'>
<bucket>&quot;NM&quot;</bucket>
</map>
<map to='#f1ce63'>
<bucket>&quot;DC&quot;</bucket>
</map>
<map to='#f1ce63'>
<bucket>&quot;NE&quot;</bucket>
</map>
<map to='#f1ce63'>
<bucket>&quot;WV&quot;</bucket>
</map>
<map to='#f28e2b'>
<bucket>&quot;FL&quot;</bucket>
</map>
<map to='#f28e2b'>
<bucket>&quot;MO&quot;</bucket>
</map>
<map to='#f28e2b'>
<bucket>&quot;UT&quot;</bucket>
</map>
<map to='#fabfd2'>
<bucket>&quot;KY&quot;</bucket>
</map>
<map to='#fabfd2'>
<bucket>&quot;OR&quot;</bucket>
</map>
<map to='#ff9d9a'>
<bucket>&quot;ID&quot;</bucket>
</map>
<map to='#ff9d9a'>
<bucket>&quot;NV&quot;</bucket>
</map>
<map to='#ffbe7d'>
<bucket>&quot;AR&quot;</bucket>
</map>
<map to='#ffbe7d'>
<bucket>&quot;MS&quot;</bucket>
</map>
<map to='#ffbe7d'>
<bucket>&quot;VA&quot;</bucket>
</map>
</encoding>
</style-rule>
</style>
<semantic-values>
<semantic-value key='[Country].[Name]' value='&quot;United Kingdom&quot;' />
</semantic-values>
<date-options start-of-week='monday' />
<default-sorts>
<manual-sort column='[none:Forecast Indicator:nk]' direction='ASC'>
<dictionary>
<bucket>&quot;Actual&quot;</bucket>
<bucket>&quot;Estimate&quot;</bucket>
</dictionary>
</manual-sort>
</default-sorts>
<field-sort-info field-sort-order-type='custom-order'>
<field-sort-custom-order field='ID' />
<field-sort-custom-order field='Severity' />
<field-sort-custom-order field='Start_Time' />
<field-sort-custom-order field='End_Time' />
<field-sort-custom-order field='Start_Lat' />
<field-sort-custom-order field='Start_Lng' />
<field-sort-custom-order field='End_Lat' />
<field-sort-custom-order field='End_Lng' />
<field-sort-custom-order field='Distance(mi)' />
<field-sort-custom-order field='Description' />
<field-sort-custom-order field='Number' />
<field-sort-custom-order field='Street' />
<field-sort-custom-order field='Side' />
<field-sort-custom-order field='City' />
<field-sort-custom-order field='County' />
<field-sort-custom-order field='State' />
<field-sort-custom-order field='Zipcode' />
<field-sort-custom-order field='Country' />
<field-sort-custom-order field='Timezone' />
<field-sort-custom-order field='Airport_Code' />
<field-sort-custom-order field='Weather_Timestamp' />
<field-sort-custom-order field='Temperature(F)' />
<field-sort-custom-order field='Calculation_879046371183329281' />
<field-sort-custom-order field='Wind_Chill(F)' />
<field-sort-custom-order field='Humidity(%)' />
<field-sort-custom-order field='Pressure(in)' />
<field-sort-custom-order field='Visibility(mi)' />
<field-sort-custom-order field='Wind_Direction' />
<field-sort-custom-order field='Wind_Speed(mph)' />
<field-sort-custom-order field='Precipitation(in)' />
<field-sort-custom-order field='Weather_Condition' />
<field-sort-custom-order field='Amenity' />
<field-sort-custom-order field='Bump' />
<field-sort-custom-order field='Crossing' />
<field-sort-custom-order field='Give_Way' />
<field-sort-custom-order field='Junction' />
<field-sort-custom-order field='No_Exit' />
<field-sort-custom-order field='Railway' />
<field-sort-custom-order field='Roundabout' />
<field-sort-custom-order field='Station' />
<field-sort-custom-order field='Stop' />
<field-sort-custom-order field='Traffic_Calming' />
<field-sort-custom-order field='Traffic_Signal' />
<field-sort-custom-order field='Turning_Loop' />
<field-sort-custom-order field='Sunrise_Sunset' />
<field-sort-custom-order field='Civil_Twilight' />
<field-sort-custom-order field='Nautical_Twilight' />
<field-sort-custom-order field='Astronomical_Twilight' />
<field-sort-custom-order field='Calculation_879046370963034112' />
</field-sort-info>
<_.fcp.ObjectModelEncapsulateLegacy.true...object-graph>
<objects>
<object caption='US_Accidents_Dec21_updated.csv' id='US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE'>
<properties context=''>
<relation connection='textscan.0y4d1m517orm1110lgdzp14hnp0j' name='US_Accidents_Dec21_updated.csv' table='[US_Accidents_Dec21_updated#csv]' type='table'>
<columns character-set='UTF-8' header='yes' locale='en_GB' separator=','>
<column datatype='string' name='ID' ordinal='0' />
<column datatype='integer' name='Severity' ordinal='1' />
<column datatype='datetime' name='Start_Time' ordinal='2' />
<column datatype='datetime' name='End_Time' ordinal='3' />
<column datatype='real' name='Start_Lat' ordinal='4' />
<column datatype='real' name='Start_Lng' ordinal='5' />
<column datatype='real' name='End_Lat' ordinal='6' />
<column datatype='real' name='End_Lng' ordinal='7' />
<column datatype='real' name='Distance(mi)' ordinal='8' />
<column datatype='string' name='Description' ordinal='9' />
<column datatype='real' name='Number' ordinal='10' />
<column datatype='string' name='Street' ordinal='11' />
<column datatype='string' name='Side' ordinal='12' />
<column datatype='string' name='City' ordinal='13' />
<column datatype='string' name='County' ordinal='14' />
<column datatype='string' name='State' ordinal='15' />
<column datatype='string' name='Zipcode' ordinal='16' />
<column datatype='string' name='Country' ordinal='17' />
<column datatype='string' name='Timezone' ordinal='18' />
<column datatype='string' name='Airport_Code' ordinal='19' />
<column datatype='datetime' name='Weather_Timestamp' ordinal='20' />
<column datatype='real' name='Temperature(F)' ordinal='21' />
<column datatype='real' name='Wind_Chill(F)' ordinal='22' />
<column datatype='real' name='Humidity(%)' ordinal='23' />
<column datatype='real' name='Pressure(in)' ordinal='24' />
<column datatype='real' name='Visibility(mi)' ordinal='25' />
<column datatype='string' name='Wind_Direction' ordinal='26' />
<column datatype='real' name='Wind_Speed(mph)' ordinal='27' />
<column datatype='real' name='Precipitation(in)' ordinal='28' />
<column datatype='string' name='Weather_Condition' ordinal='29' />
<column datatype='boolean' name='Amenity' ordinal='30' />
<column datatype='boolean' name='Bump' ordinal='31' />
<column datatype='boolean' name='Crossing' ordinal='32' />
<column datatype='boolean' name='Give_Way' ordinal='33' />
<column datatype='boolean' name='Junction' ordinal='34' />
<column datatype='boolean' name='No_Exit' ordinal='35' />
<column datatype='boolean' name='Railway' ordinal='36' />
<column datatype='boolean' name='Roundabout' ordinal='37' />
<column datatype='boolean' name='Station' ordinal='38' />
<column datatype='boolean' name='Stop' ordinal='39' />
<column datatype='boolean' name='Traffic_Calming' ordinal='40' />
<column datatype='boolean' name='Traffic_Signal' ordinal='41' />
<column datatype='boolean' name='Turning_Loop' ordinal='42' />
<column datatype='string' name='Sunrise_Sunset' ordinal='43' />
<column datatype='string' name='Civil_Twilight' ordinal='44' />
<column datatype='string' name='Nautical_Twilight' ordinal='45' />
<column datatype='string' name='Astronomical_Twilight' ordinal='46' />
</columns>
</relation>
</properties>
</object>
</objects>
</_.fcp.ObjectModelEncapsulateLegacy.true...object-graph>
</datasource>
</datasources>
<mapsources>
<mapsource name='Tableau' />
</mapsources>
<actions>
<action caption='Filter 1 (generated)' name='[Action1_CB1EA3271FD541BEAAFBBA917057F2E3]'>
<activation auto-clear='true' type='on-select' />
<source dashboard='Dashboard 2' type='sheet' worksheet='Total Number of Accidents per Hour' />
<command command='tsc:tsl-filter'>
<param name='special-fields' value='all' />
<param name='target' value='Dashboard 2' />
</command>
</action>
<action caption='Filter 2 (generated)' name='[Action2_449320F8CFA143629244D2137C4E3F3C]'>
<activation auto-clear='true' type='on-select' />
<source dashboard='Dashboard 2' type='sheet' worksheet='Total Number of Accidents per Month' />
<command command='tsc:tsl-filter'>
<param name='special-fields' value='all' />
<param name='target' value='Dashboard 2' />
</command>
</action>
<action caption='Filter 3 (generated)' name='[Action3_A12CD144654D4428B9CFB92E8FBA2C54]'>
<activation auto-clear='true' type='on-select' />
<source dashboard='Dashboard 2' type='sheet' worksheet='Total Number of Accidents per weekday' />
<command command='tsc:tsl-filter'>
<param name='special-fields' value='all' />
<param name='target' value='Dashboard 2' />
</command>
</action>
<action caption='Filter 4 (generated)' name='[Action4_D83D0D0299A84FAF87AAB9DB7D3FC978]'>
<activation auto-clear='true' type='on-select' />
<source dashboard='Dashboard 3' type='sheet' worksheet='Sheet 8' />
<command command='tsc:tsl-filter'>
<param name='special-fields' value='all' />
<param name='target' value='Dashboard 3' />
</command>
</action>
<action caption='Filter 5 (generated)' name='[Action5_16E85A0041D54B7380065D6E4A0E5018]'>
<activation auto-clear='true' type='on-select' />
<source dashboard='Dashboard 3' type='sheet' worksheet='Sheet 7' />
<command command='tsc:tsl-filter'>
<param name='special-fields' value='all' />
<param name='target' value='Dashboard 3' />
</command>
</action>
<action caption='Filter 7 (generated)' name='[Action7_315E738839ED4593B23DA5429478BD7E]'>
<activation auto-clear='true' type='on-select' />
<source dashboard='Number of accidents per state over time' type='sheet' worksheet='Total Number of accidents per State (2016-2021)' />
<command command='tsc:tsl-filter'>
<param name='special-fields' value='all' />
<param name='target' value='Number of accidents per state over time' />
</command>
</action>
</actions>
<worksheets>
<worksheet name='Bump'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='1' fontcolor='#ffffff' fontname='Times New Roman'>Bump</run>
<run fontalignment='1'>Æ&#10;</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column datatype='boolean' name='[Bump]' role='dimension' type='nominal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Bump]' derivation='None' name='[none:Bump:nk]' pivot='key' type='nominal' />
</datasource-dependencies>
<aggregation value='true' />
</view>
<style>
<style-rule element='cell'>
<format attr='cell-w' value='304' />
<format attr='cell-h' value='304' />
<format attr='cell' value='38' />
<format attr='cell-q' value='190' />
</style-rule>
<style-rule element='mark'>
<encoding attr='color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='custom-interpolated'>
<color-palette custom='true' name='' type='ordered-sequential'>
<color>#f1f1f1</color>
<color>#f2f2e6</color>
<color>#f3f3db</color>
<color>#f5f5d0</color>
<color>#f6f6c5</color>
<color>#f8f8b9</color>
<color>#f9f9ae</color>
<color>#fafaa2</color>
<color>#fcfc96</color>
<color>#fdfd8b</color>
<color>#ffff7f</color>
</color-palette>
</encoding>
</style-rule>
<style-rule element='table'>
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='worksheet'>
<format attr='font-size' value='8' />
<format attr='color' value='#ffffff' />
</style-rule>
</style>
<panes>
<pane selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Pie' />
<mark-sizing mark-sizing-setting='marks-scaling-off' />
<encodings>
<color column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Bump:nk]' />
<wedge-size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Bump:nk]' />
</encodings>
<style>
<style-rule element='mark'>
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-cull' value='true' />
<format attr='size' value='1' />
</style-rule>
</style>
</pane>
</panes>
<rows />
<cols />
</table>
<simple-id uuid='{BDCB18FA-B3F4-4152-A5D6-3C5919D13F74}' />
</worksheet>
<worksheet name='Sheet 5'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='2' fontname='Tableau Semibold' fontsize='24'>&lt;Page Name&gt;</run>
<run fontalignment='2'>Æ&#10;</run>
<run>Æ&#10;</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column caption='Start Time' datatype='datetime' name='[Start_Time]' role='dimension' type='ordinal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Start_Time]' derivation='Month-Trunc' name='[tmn:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Start_Time]' derivation='Month-Trunc' name='[tmn:Start_Time:qk]' pivot='key' type='quantitative' />
</datasource-dependencies>
<filter class='categorical' column='[federated.051ezpz0dkwsn917l0p3612caxds].[tmn:Start_Time:ok]'>
<groupfilter function='level-members' level='[tmn:Start_Time:ok]' />
</filter>
<slices>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[tmn:Start_Time:ok]</column>
</slices>
<aggregation value='true' />
</view>
<style>
<style-rule element='table'>
<format attr='background-color' value='#00000000' />
</style-rule>
</style>
<panes>
<pane selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Automatic' />
<encodings>
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[tmn:Start_Time:qk]' />
</encodings>
<customized-label>
<formatted-text>
<run fontname='Tableau Medium' fontsize='12'><![CDATA[<[federated.051ezpz0dkwsn917l0p3612caxds].[tmn:Start_Time:qk]>]]></run>
<run>Æ&#10;</run>
<run fontname='Tableau Medium' fontsize='12'><![CDATA[Total Number of accidents: <[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]>]]></run>
<run>Æ&#10;</run>
</formatted-text>
</customized-label>
<style>
<style-rule element='cell'>
<format attr='text-align' value='right' />
<format attr='vertical-align' value='top' />
</style-rule>
<style-rule element='mark'>
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-cull' value='true' />
</style-rule>
</style>
</pane>
</panes>
<rows />
<cols />
<pages>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[tmn:Start_Time:ok]</column>
</pages>
</table>
<simple-id uuid='{3453AAE1-CA45-429C-9D43-254D1E37B541}' />
</worksheet>
<worksheet name='Sheet 7'>
<layout-options>
<title>
<formatted-text>
<run>Number of accidents/Weather condition
</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<column caption='Temperature (C)' datatype='real' default-format='n#,##0.0;-#,##0.0' name='[Calculation_879046371183329281]' role='measure' type='quantitative'>
<calculation class='tableau' formula='(([Temperature(F)]-32)/1.8)' />
</column>
<column aggregation='Sum' datatype='integer' name='[Severity]' role='dimension' type='ordinal' />
<column datatype='real' name='[Temperature(F)]' role='measure' type='quantitative' />
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column caption='Weather Condition' datatype='string' name='[Weather_Condition]' role='dimension' type='nominal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Calculation_879046371183329281]' derivation='Avg' name='[avg:Calculation_879046371183329281:qk]' pivot='key' type='quantitative' />
<column-instance column='[Severity]' derivation='Avg' name='[avg:Severity:qk]' pivot='key' type='quantitative' />
<column-instance column='[Calculation_879046371183329281]' derivation='None' name='[none:Calculation_879046371183329281:ok]' pivot='key' type='ordinal' />
<column-instance column='[Weather_Condition]' derivation='None' name='[none:Weather_Condition:nk]' pivot='key' type='nominal' />
</datasource-dependencies>
<filter class='categorical' column='[federated.051ezpz0dkwsn917l0p3612caxds].[Action (Temperature (C))]'>
<groupfilter function='level-members' level='[none:Calculation_879046371183329281:ok]' user:ui-action-filter='[Action4_D83D0D0299A84FAF87AAB9DB7D3FC978]' user:ui-enumeration='all' user:ui-marker='enumerate' />
</filter>
<slices>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[Action (Temperature (C))]</column>
</slices>
<aggregation value='true' />
</view>
<style>
<style-rule element='axis'>
<format attr='title' class='0' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' scope='rows' value='Number of accidents' />
</style-rule>
<style-rule element='cell'>
<format attr='text-format' data-class='subtotal' field='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]' value='n#,##0.00;-#,##0.00' />
</style-rule>
<style-rule element='header'>
<format attr='height-header' value='19' />
</style-rule>
<style-rule element='mark'>
<encoding attr='size-bar' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' field-type='quantitative' max-size='1' min-size='0.005' type='centersize' />
<encoding attr='color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]' type='custom-interpolated'>
<color-palette custom='true' name='' type='ordered-sequential'>
<color>#f1f1f1</color>
<color>#f1d9d9</color>
<color>#f2c2c2</color>
<color>#f3aaaa</color>
<color>#f49292</color>
<color>#f57a7a</color>
<color>#f66262</color>
<color>#f74a4a</color>
<color>#f83131</color>
<color>#f91818</color>
<color>#fa0000</color>
</color-palette>
</encoding>
</style-rule>
<style-rule element='table'>
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='worksheet'>
<format attr='color' value='#ffffff' />
</style-rule>
<style-rule element='caption'>
<format attr='background-color' value='#00000000' />
</style-rule>
<style-rule element='title'>
<format attr='background-color' value='#333333' />
</style-rule>
</style>
<panes>
<pane id='9' selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Square' />
<encodings>
<color column='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]' />
<tooltip column='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Calculation_879046371183329281:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]' />
</encodings>
<style>
<style-rule element='datalabel'>
<format attr='color-mode' value='user' />
<format attr='font-size' value='8' />
</style-rule>
<style-rule element='mark'>
<format attr='mark-labels-cull' value='true' />
<format attr='mark-labels-line-first' value='true' />
<format attr='mark-labels-line-last' value='true' />
<format attr='mark-labels-range-min' value='true' />
<format attr='mark-labels-range-max' value='true' />
<format attr='mark-labels-mode' value='all' />
<format attr='mark-labels-range-scope' value='pane' />
<format attr='mark-labels-range-field' value='' />
<format attr='mark-labels-show' value='true' />
<format attr='has-stroke' value='false' />
</style-rule>
</style>
</pane>
</panes>
<rows>[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]</rows>
<cols>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Weather_Condition:nk]</cols>
</table>
<simple-id uuid='{FD25F3E6-4C66-4431-8D63-E8EEE6F35E5F}' />
</worksheet>
<worksheet name='Sheet 8'>
<layout-options>
<title>
<formatted-text>
<run>Number of accidents/ Temperature (C)</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<column caption='Temperature (C)' datatype='real' default-format='n#,##0.0;-#,##0.0' name='[Calculation_879046371183329281]' role='measure' type='quantitative'>
<calculation class='tableau' formula='(([Temperature(F)]-32)/1.8)' />
</column>
<column aggregation='Sum' datatype='integer' name='[Severity]' role='dimension' type='ordinal' />
<column datatype='real' name='[Temperature(F)]' role='measure' type='quantitative' />
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column caption='Weather Condition' datatype='string' name='[Weather_Condition]' role='dimension' type='nominal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Calculation_879046371183329281]' derivation='Attribute' name='[attr:Calculation_879046371183329281:qk]' pivot='key' type='quantitative' />
<column-instance column='[Weather_Condition]' derivation='Attribute' name='[attr:Weather_Condition:nk]' pivot='key' type='nominal' />
<column-instance column='[Severity]' derivation='Avg' name='[avg:Severity:qk]' pivot='key' type='quantitative' />
<column-instance column='[Calculation_879046371183329281]' derivation='None' name='[none:Calculation_879046371183329281:ok]' pivot='key' type='ordinal' />
</datasource-dependencies>
<filter class='categorical' column='[federated.051ezpz0dkwsn917l0p3612caxds].[Action (Weather Condition)]'>
<groupfilter function='level-members' level='[Weather_Condition]' user:ui-action-filter='[Action5_16E85A0041D54B7380065D6E4A0E5018]' user:ui-enumeration='all' user:ui-marker='enumerate' />
</filter>
<filter class='quantitative' column='[federated.051ezpz0dkwsn917l0p3612caxds].[attr:Calculation_879046371183329281:qk]' included-values='in-range'>
<min>-37.399999999999999</min>
<max>42.200000000000003</max>
</filter>
<slices>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[attr:Calculation_879046371183329281:qk]</column>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[Action (Weather Condition)]</column>
</slices>
<aggregation value='true' />
</view>
<style>
<style-rule element='axis'>
<format attr='title' class='0' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' scope='rows' value='Number of accidents' />
</style-rule>
<style-rule element='cell'>
<format attr='color' value='#ffffff' />
</style-rule>
<style-rule element='mark'>
<encoding attr='color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]' type='custom-interpolated'>
<color-palette custom='true' name='' type='ordered-sequential'>
<color>#f1f1f1</color>
<color>#f2dada</color>
<color>#f3c3c3</color>
<color>#f5abab</color>
<color>#f69393</color>
<color>#f87c7c</color>
<color>#f96363</color>
<color>#fa4b4b</color>
<color>#fc3232</color>
<color>#fd1919</color>
<color>#ff0000</color>
</color-palette>
</encoding>
</style-rule>
<style-rule element='table'>
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='worksheet'>
<format attr='color' value='#ffffff' />
</style-rule>
<style-rule element='title'>
<format attr='background-color' value='#333333' />
<format attr='color' value='#ffffff' />
</style-rule>
</style>
<panes>
<pane id='10' selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Square' />
<encodings>
<color column='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]' />
<tooltip column='[federated.051ezpz0dkwsn917l0p3612caxds].[attr:Weather_Condition:nk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]' />
</encodings>
<style>
<style-rule element='mark'>
<format attr='mark-labels-cull' value='true' />
<format attr='mark-labels-show' value='true' />
</style-rule>
</style>
</pane>
</panes>
<rows>[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]</rows>
<cols>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Calculation_879046371183329281:ok]</cols>
</table>
<simple-id uuid='{95DCE3D2-721E-477E-B362-8DB3BB91CE5A}' />
</worksheet>
<worksheet name='Top 5 cities with most accidents per year with forecast for 2022'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='1' fontname='Times New Roman' fontsize='20'>&lt;Sheet Name&gt;</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<mapsources>
<mapsource name='Tableau' />
</mapsources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<column datatype='string' name='[City]' role='dimension' semantic-role='[City].[Name]' type='nominal' />
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column caption='Start Time' datatype='datetime' name='[Start_Time]' role='dimension' type='ordinal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' forecast-column-base='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' forecast-column-type='forecast-value' name='[__tableau_internal_object_id__].[fVal:cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[City]' derivation='None' name='[none:City:nk]' pivot='key' type='nominal' />
<column-instance column='[Forecast Indicator]' derivation='None' forecast-column-base='[Forecast Indicator]' forecast-column-type='forecast-indicator' name='[none:Forecast Indicator:nk]' pivot='key' type='nominal' />
<column-instance column='[Start_Time]' derivation='Year' name='[yr:Start_Time:ok]' pivot='key' type='ordinal' />
</datasource-dependencies>
<filter class='categorical' column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:City:nk]'>
<groupfilter count='5' end='top' function='end' units='records' user:ui-marker='end' user:ui-top-by-field='true'>
<groupfilter direction='DESC' expression='COUNT([__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE])' function='order' user:ui-marker='order'>
<groupfilter function='level-members' level='[none:City:nk]' user:ui-manual-selection='true' user:ui-manual-selection-all-when-empty='true' user:ui-manual-selection-is-empty='true' user:ui-marker='enumerate' />
</groupfilter>
</groupfilter>
</filter>
<manual-sort column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:City:nk]' direction='ASC'>
<dictionary>
<bucket>&quot;Miami&quot;</bucket>
<bucket>&quot;Orlando&quot;</bucket>
<bucket>&quot;Los Angeles&quot;</bucket>
<bucket>&quot;Dallas&quot;</bucket>
<bucket>&quot;Houston&quot;</bucket>
</dictionary>
</manual-sort>
<slices>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[none:City:nk]</column>
</slices>
<aggregation value='true' />
</view>
<style>
<style-rule element='axis'>
<format attr='title' class='0' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[fVal:cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' scope='cols' value='Total number of accidents' />
</style-rule>
<style-rule element='header'>
<format attr='height-header' value='20' />
<format attr='background-color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[none:City:nk]' value='#ffffff' />
</style-rule>
<style-rule element='label'>
<format attr='font-size' field='[federated.051ezpz0dkwsn917l0p3612caxds].[yr:Start_Time:ok]' value='8' />
</style-rule>
<style-rule element='worksheet'>
<format attr='display-field-labels' scope='rows' value='false' />
</style-rule>
<style-rule element='map'>
<format attr='washout' value='0.0' />
</style-rule>
</style>
<panes>
<pane selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Bar' />
<encodings>
<color column='[federated.051ezpz0dkwsn917l0p3612caxds].[yr:Start_Time:ok]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[fVal:cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<color column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Forecast Indicator:nk]' />
</encodings>
<customized-label>
<formatted-text>
<run>&lt;</run>
<run>[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[fVal:cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]</run>
<run>&gt;</run>
</formatted-text>
</customized-label>
<style>
<style-rule element='cell'>
<format attr='text-orientation' value='0' />
<format attr='wrap' value='auto' />
<format attr='vertical-align' value='auto' />
<format attr='text-align' value='right' />
</style-rule>
<style-rule element='datalabel'>
<format attr='color-mode' value='user' />
<format attr='font-size' value='8' />
</style-rule>
<style-rule element='mark'>
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-mode' value='all' />
<format attr='mark-labels-cull' value='false' />
</style-rule>
</style>
</pane>
</panes>
<rows>([federated.051ezpz0dkwsn917l0p3612caxds].[none:City:nk] / [federated.051ezpz0dkwsn917l0p3612caxds].[yr:Start_Time:ok])</rows>
<cols>[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[fVal:cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]</cols>
<forecast-specification auto-forecast-agg='false' band-confidence-level='95.000000' enabled='true' fill-type='fill-missing' forecast-agg='Quarter-Trunc' ignore-last='0' model-type='auto' range-periods='Year-Trunc' range-size='1' range-type='next' show-prediction-bands='true' />
</table>
<simple-id uuid='{20682BA5-FB07-4D36-9BEA-EB30959CE264}' />
</worksheet>
<worksheet name='Total Number of Accidents per Hour'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='1' fontcolor='#ffffff' fontname='Times New Roman' fontsize='20'>&lt;Sheet Name&gt;</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column caption='Start Time' datatype='datetime' name='[Start_Time]' role='dimension' type='ordinal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Start_Time]' derivation='Hour' name='[hr:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Start_Time]' derivation='Month' name='[mn:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Start_Time]' derivation='Weekday' name='[wd:Start_Time:ok]' pivot='key' type='ordinal' />
</datasource-dependencies>
<filter class='categorical' column='[federated.051ezpz0dkwsn917l0p3612caxds].[Action (MONTH(Start Time))]'>
<groupfilter function='level-members' level='[mn:Start_Time:ok]' user:ui-action-filter='[Action2_449320F8CFA143629244D2137C4E3F3C]' user:ui-enumeration='all' user:ui-marker='enumerate' />
</filter>
<filter class='categorical' column='[federated.051ezpz0dkwsn917l0p3612caxds].[Action (WEEKDAY(Start Time))]'>
<groupfilter function='level-members' level='[wd:Start_Time:ok]' user:ui-action-filter='[Action3_A12CD144654D4428B9CFB92E8FBA2C54]' user:ui-enumeration='all' user:ui-marker='enumerate' />
</filter>
<slices>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[Action (WEEKDAY(Start Time))]</column>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[Action (MONTH(Start Time))]</column>
</slices>
<aggregation value='true' />
</view>
<style>
<style-rule element='axis'>
<format attr='title' class='0' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' scope='rows' value='Total number of accidents' />
<format attr='tick-color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' value='#ffffff' />
</style-rule>
<style-rule element='cell'>
<format attr='color' value='#000000' />
<format attr='color' data-class='total' value='#ffffff' />
<format attr='color' data-class='subtotal' value='#ffffff' />
</style-rule>
<style-rule element='header'>
<format attr='band-color' scope='rows' value='#ffffff' />
<format attr='background-color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' value='#333333' />
<format attr='band-color' scope='cols' value='#333333' />
<format attr='background-color' scope='cols' value='#333333' />
</style-rule>
<style-rule element='label'>
<format attr='text-format' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' value='' />
<format attr='color' value='#ffffff' />
</style-rule>
<style-rule element='pane'>
<format attr='band-color' scope='rows' value='#ffffff' />
<format attr='background-color' data-class='subtotal' scope='cols' value='#00000000' />
<format attr='band-color' scope='cols' value='#333333' />
<format attr='background-color' data-class='total' scope='cols' value='#333333' />
</style-rule>
<style-rule element='table'>
<format attr='band-size' scope='rows' value='5' />
<format attr='band-size' scope='cols' value='1' />
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='worksheet'>
<format attr='display-field-labels' scope='cols' value='false' />
<format attr='color' value='#000000' />
</style-rule>
<style-rule element='title'>
<format attr='color' value='#ffffff' />
</style-rule>
<style-rule element='tooltip'>
<format attr='color' value='#ffffff' />
</style-rule>
</style>
<panes>
<pane id='1' selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Bar' />
<encodings>
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
</encodings>
<style>
<style-rule element='cell'>
<format attr='vertical-align' value='center' />
<format attr='text-orientation' value='-90' />
</style-rule>
<style-rule element='datalabel'>
<format attr='color-mode' value='user' />
<format attr='font-size' value='8' />
</style-rule>
<style-rule element='mark'>
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-cull' value='true' />
<format attr='mark-color' value='#00ff7f' />
</style-rule>
</style>
</pane>
</panes>
<rows>[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]</rows>
<cols>[federated.051ezpz0dkwsn917l0p3612caxds].[hr:Start_Time:ok]</cols>
<show-full-range>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[Start_Time]</column>
</show-full-range>
</table>
<simple-id uuid='{FE92E0F0-9FF2-430C-A91B-9B8270076CB7}' />
</worksheet>
<worksheet name='Total Number of Accidents per Month'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='1' fontname='Times New Roman' fontsize='20'>&lt;Sheet Name&gt;</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column caption='Start Time' datatype='datetime' name='[Start_Time]' role='dimension' type='ordinal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Start_Time]' derivation='Hour' name='[hr:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Start_Time]' derivation='Month' name='[mn:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Start_Time]' derivation='Weekday' name='[wd:Start_Time:ok]' pivot='key' type='ordinal' />
</datasource-dependencies>
<filter class='categorical' column='[federated.051ezpz0dkwsn917l0p3612caxds].[Action (HOUR(Start Time))]'>
<groupfilter function='level-members' level='[hr:Start_Time:ok]' user:ui-action-filter='[Action1_CB1EA3271FD541BEAAFBBA917057F2E3]' user:ui-enumeration='all' user:ui-marker='enumerate' />
</filter>
<filter class='categorical' column='[federated.051ezpz0dkwsn917l0p3612caxds].[Action (WEEKDAY(Start Time))]'>
<groupfilter function='level-members' level='[wd:Start_Time:ok]' user:ui-action-filter='[Action3_A12CD144654D4428B9CFB92E8FBA2C54]' user:ui-enumeration='all' user:ui-marker='enumerate' />
</filter>
<slices>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[Action (HOUR(Start Time))]</column>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[Action (WEEKDAY(Start Time))]</column>
</slices>
<aggregation value='true' />
</view>
<style>
<style-rule element='axis'>
<format attr='title' class='0' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' scope='rows' value='Total number of accidents' />
<format attr='tick-color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' value='#ffffff' />
</style-rule>
<style-rule element='cell'>
<format attr='color' value='#000000' />
</style-rule>
<style-rule element='header'>
<format attr='band-color' scope='rows' value='#ffffff' />
<format attr='background-color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' value='#333333' />
<format attr='band-color' scope='cols' value='#333333' />
<format attr='background-color' scope='cols' value='#333333' />
</style-rule>
<style-rule element='label'>
<format attr='text-format' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' value='' />
<format attr='color' value='#ffffff' />
</style-rule>
<style-rule element='pane'>
<format attr='band-color' scope='rows' value='#ffffff' />
<format attr='background-color' data-class='subtotal' scope='cols' value='#00000000' />
<format attr='band-color' scope='cols' value='#333333' />
<format attr='background-color' data-class='total' scope='cols' value='#333333' />
</style-rule>
<style-rule element='table'>
<format attr='band-size' scope='rows' value='5' />
<format attr='band-size' scope='cols' value='1' />
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='worksheet'>
<format attr='display-field-labels' scope='cols' value='false' />
<format attr='color' value='#ffffff' />
</style-rule>
<style-rule element='title'>
<format attr='color' value='#ffffff' />
</style-rule>
</style>
<panes>
<pane id='1' selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Bar' />
<encodings>
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
</encodings>
<style>
<style-rule element='cell'>
<format attr='vertical-align' value='center' />
<format attr='text-orientation' value='-90' />
</style-rule>
<style-rule element='datalabel'>
<format attr='color-mode' value='user' />
</style-rule>
<style-rule element='mark'>
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-cull' value='true' />
<format attr='mark-color' value='#ffff5e' />
</style-rule>
</style>
</pane>
</panes>
<rows>[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]</rows>
<cols>[federated.051ezpz0dkwsn917l0p3612caxds].[mn:Start_Time:ok]</cols>
<show-full-range>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[Start_Time]</column>
</show-full-range>
</table>
<simple-id uuid='{5B777703-F2E1-431C-AF23-41F1B4B2D6BD}' />
</worksheet>
<worksheet name='Total Number of Accidents per weekday'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='1' fontname='Times New Roman' fontsize='20'>&lt;Sheet Name&gt;</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column caption='Start Time' datatype='datetime' name='[Start_Time]' role='dimension' type='ordinal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Start_Time]' derivation='Hour' name='[hr:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Start_Time]' derivation='Month' name='[mn:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Start_Time]' derivation='Weekday' name='[wd:Start_Time:ok]' pivot='key' type='ordinal' />
</datasource-dependencies>
<filter class='categorical' column='[federated.051ezpz0dkwsn917l0p3612caxds].[Action (HOUR(Start Time))]'>
<groupfilter function='level-members' level='[hr:Start_Time:ok]' user:ui-action-filter='[Action1_CB1EA3271FD541BEAAFBBA917057F2E3]' user:ui-enumeration='all' user:ui-marker='enumerate' />
</filter>
<filter class='categorical' column='[federated.051ezpz0dkwsn917l0p3612caxds].[Action (MONTH(Start Time))]'>
<groupfilter function='level-members' level='[mn:Start_Time:ok]' user:ui-action-filter='[Action2_449320F8CFA143629244D2137C4E3F3C]' user:ui-enumeration='all' user:ui-marker='enumerate' />
</filter>
<slices>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[Action (HOUR(Start Time))]</column>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[Action (MONTH(Start Time))]</column>
</slices>
<aggregation value='true' />
</view>
<style>
<style-rule element='axis'>
<format attr='title' class='0' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' scope='rows' value='Total number of accidents' />
<format attr='display' class='0' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' scope='rows' value='false' />
<format attr='tick-color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' value='#ffffff' />
</style-rule>
<style-rule element='cell'>
<format attr='width' field='[federated.051ezpz0dkwsn917l0p3612caxds].[wd:Start_Time:ok]' value='110' />
<format attr='color' value='#000000' />
</style-rule>
<style-rule element='header'>
<format attr='band-color' scope='rows' value='#ffffff' />
<format attr='background-color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' value='#333333' />
</style-rule>
<style-rule element='label'>
<format attr='text-format' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' value='' />
</style-rule>
<style-rule element='pane'>
<format attr='band-color' scope='rows' value='#ffffff' />
</style-rule>
<style-rule element='table'>
<format attr='background-color' value='#333333' />
<format attr='band-size' scope='rows' value='5' />
</style-rule>
<style-rule element='worksheet'>
<format attr='display-field-labels' scope='cols' value='false' />
<format attr='color' value='#ffffff' />
</style-rule>
<style-rule element='title'>
<format attr='color' value='#ffffff' />
</style-rule>
<style-rule element='tooltip'>
<format attr='color' value='#ffffff' />
</style-rule>
</style>
<panes>
<pane id='1' selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Bar' />
<encodings>
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
</encodings>
<customized-label>
<formatted-text>
<run>&lt;</run>
<run>[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]</run>
<run>&gt;</run>
</formatted-text>
</customized-label>
<style>
<style-rule element='cell'>
<format attr='text-align' value='center' />
<format attr='text-orientation' value='-90' />
<format attr='wrap' value='auto' />
<format attr='vertical-align' value='center' />
</style-rule>
<style-rule element='datalabel'>
<format attr='color-mode' value='user' />
</style-rule>
<style-rule element='mark'>
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-cull' value='true' />
<format attr='mark-color' value='#37fff8' />
</style-rule>
<style-rule element='pane'>
<format attr='minwidth' value='-1' />
<format attr='maxwidth' value='-1' />
</style-rule>
</style>
</pane>
</panes>
<rows>[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]</rows>
<cols>[federated.051ezpz0dkwsn917l0p3612caxds].[wd:Start_Time:ok]</cols>
<show-full-range>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[Start_Time]</column>
</show-full-range>
</table>
<simple-id uuid='{F4A72CA6-24E3-40CE-905F-980CEE6B0671}' />
</worksheet>
<worksheet name='Total Number of accidents per State (2016-2021)'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='1' fontname='Times New Roman' fontsize='20'>Total Number of Accidents per State (2016-2021)</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<mapsources>
<mapsource name='Tableau' />
</mapsources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<column datatype='string' name='[Country]' role='dimension' semantic-role='[Country].[ISO3166_2]' type='nominal' />
<column caption='Start Time' datatype='datetime' name='[Start_Time]' role='dimension' type='ordinal' />
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column datatype='string' name='[State]' role='dimension' semantic-role='[State].[Name]' type='nominal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Country]' derivation='None' name='[none:Country:nk]' pivot='key' type='nominal' />
<column-instance column='[State]' derivation='None' name='[none:State:nk]' pivot='key' type='nominal' />
<column-instance column='[Start_Time]' derivation='Month-Trunc' name='[tmn:Start_Time:ok]' pivot='key' type='ordinal' />
<column-instance column='[Start_Time]' derivation='Year' name='[yr:Start_Time:ok]' pivot='key' type='ordinal' />
</datasource-dependencies>
<filter class='categorical' column='[federated.051ezpz0dkwsn917l0p3612caxds].[yr:Start_Time:ok]'>
<groupfilter function='union' user:ui-domain='database' user:ui-enumeration='inclusive' user:ui-marker='enumerate'>
<groupfilter function='member' level='[yr:Start_Time:ok]' member='2019' />
<groupfilter function='member' level='[yr:Start_Time:ok]' member='2020' />
<groupfilter function='member' level='[yr:Start_Time:ok]' member='2021' />
</groupfilter>
</filter>
<slices>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[yr:Start_Time:ok]</column>
</slices>
<aggregation value='true' />
</view>
<style>
<style-rule element='axis'>
<encoding attr='space' class='0' field='[federated.051ezpz0dkwsn917l0p3612caxds].[Longitude (generated)]' field-type='quantitative' max='-6862567.6731594671' min='-13913974.366008699' projection='EPSG:3857' range-type='fixed' scope='cols' type='space' />
<encoding attr='space' class='0' field='[federated.051ezpz0dkwsn917l0p3612caxds].[Latitude (generated)]' field-type='quantitative' max='6322753.0864878185' min='3103203.2336894372' projection='EPSG:3857' range-type='fixed' scope='rows' type='space' />
</style-rule>
<style-rule element='header'>
<format attr='color' data-class='subtotal' value='#000000' />
</style-rule>
<style-rule element='caption'>
<format attr='background-color' value='#00000000' />
</style-rule>
<style-rule element='title'>
<format attr='border-color' value='#ffffff' />
<format attr='border-width' value='0' />
<format attr='border-style' value='none' />
<format attr='background-color' value='#75cff03c' />
</style-rule>
<style-rule element='map-layer'>
<format attr='enabled' id='b01002_001e' value='false' />
<format attr='enabled' id='b01002_002e' value='false' />
<format attr='enabled' id='b01002_003e' value='false' />
<format attr='enabled' id='dp02_0001e' value='false' />
<format attr='enabled' id='dp02_0015e' value='false' />
<format attr='enabled' id='dp03_0027e_plus_dp03_0029e' value='false' />
<format attr='enabled' id='dp03_0028e' value='false' />
<format attr='enabled' id='dp03_0030e_plus_dp03_0031e' value='false' />
<format attr='enabled' id='dp03_0062e' value='false' />
<format attr='enabled' id='dp03_0088e' value='false' />
<format attr='enabled' id='dp04_0001e' value='false' />
<format attr='enabled' id='dp04_0046e' value='false' />
<format attr='enabled' id='dp04_0047e' value='false' />
<format attr='enabled' id='dp04_0089e' value='false' />
<format attr='enabled' id='dp05_0001e' value='false' />
<format attr='enabled' id='dp05_0002e_div_dp05_0003e' value='false' />
<format attr='enabled' id='dp05_0032e' value='false' />
<format attr='enabled' id='dp05_0033e' value='false' />
<format attr='enabled' id='dp05_0034e' value='false' />
<format attr='enabled' id='dp05_0039e' value='false' />
<format attr='enabled' id='dp05_0047e' value='false' />
<format attr='enabled' id='dp05_0053e' value='false' />
<format attr='enabled' id='dp05_0066e' value='false' />
<format attr='enabled' id='dp05_0077e' value='false' />
<format attr='enabled' id='place-hamlet' value='false' />
<format attr='enabled' id='place-village' value='false' />
<format attr='enabled' id='place-town' value='false' />
<format attr='enabled' id='place-city-sm' value='false' />
<format attr='enabled' id='place-city-md-s' value='false' />
<format attr='enabled' id='place-city-md-n' value='false' />
<format attr='enabled' id='place-city-lg-s' value='false' />
<format attr='enabled' id='place-city-lg-n' value='false' />
<format attr='enabled' id='place-islet-archipelago-aboriginal' value='false' />
<format attr='enabled' id='place-island' value='false' />
<format attr='enabled' id='poi-scalerank4-l15' value='false' />
<format attr='enabled' id='poi-scalerank4-l1' value='false' />
<format attr='enabled' id='poi-parks_scalerank4' value='false' />
<format attr='enabled' id='poi-scalerank3' value='false' />
<format attr='enabled' id='poi-parks-scalerank3' value='false' />
<format attr='enabled' id='poi-scalerank2' value='false' />
<format attr='enabled' id='poi-parks-scalerank2' value='false' />
<format attr='enabled' id='poi-parks-scalerank1' value='false' />
<format attr='enabled' id='poi-scalerank1' value='false' />
<format attr='enabled' id='airport-label' value='false' />
<format attr='enabled' id='place-residential' value='false' />
<format attr='enabled' id='place-neighbourhood' value='false' />
<format attr='enabled' id='place-suburb' value='false' />
<format attr='enabled' id='rail-label' value='false' />
<format attr='enabled' id='building-line' value='false' />
<format attr='enabled' id='building' value='false' />
<format attr='enabled' id='housenum-label' value='false' />
<format attr='enabled' id='marine-label-sm-ln' value='false' />
<format attr='enabled' id='marine-label-sm-pt' value='false' />
<format attr='enabled' id='marine-label-md-ln' value='false' />
<format attr='enabled' id='marine-label-md-pt' value='false' />
<format attr='enabled' id='marine-label-lg-ln' value='false' />
<format attr='enabled' id='marine-label-lg-pt' value='false' />
<format attr='enabled' id='waterway-label' value='false' />
<format attr='enabled' id='water-label-sm' value='false' />
<format attr='enabled' id='water-label' value='false' />
<format attr='enabled' id='country-label-sm' value='false' />
<format attr='enabled' id='country-label-md' value='false' />
<format attr='enabled' id='country-label-lg' value='false' />
<format attr='enabled' id='tunnel-street-low' value='false' />
<format attr='enabled' id='tunnel-street_limited-low' value='false' />
<format attr='enabled' id='tunnel-service-link-track-case' value='false' />
<format attr='enabled' id='tunnel-street_limited-case' value='false' />
<format attr='enabled' id='tunnel-street-case' value='false' />
<format attr='enabled' id='tunnel-secondary-tertiary-case' value='false' />
<format attr='enabled' id='tunnel-primary-case' value='false' />
<format attr='enabled' id='tunnel-trunk_link-case' value='false' />
<format attr='enabled' id='tunnel-motorway_link-case' value='false' />
<format attr='enabled' id='tunnel-trunk-case' value='false' />
<format attr='enabled' id='tunnel-motorway-case' value='false' />
<format attr='enabled' id='tunnel-construction' value='false' />
<format attr='enabled' id='tunnel-path' value='false' />
<format attr='enabled' id='tunnel-steps' value='false' />
<format attr='enabled' id='tunnel-trunk_link' value='false' />
<format attr='enabled' id='tunnel-motorway_link' value='false' />
<format attr='enabled' id='tunnel-pedestrian' value='false' />
<format attr='enabled' id='tunnel-service-link-track' value='false' />
<format attr='enabled' id='tunnel-street_limited' value='false' />
<format attr='enabled' id='tunnel-street' value='false' />
<format attr='enabled' id='tunnel-secondary-tertiary' value='false' />
<format attr='enabled' id='tunnel-primary' value='false' />
<format attr='enabled' id='tunnel-oneway-arrows-blue-minor' value='false' />
<format attr='enabled' id='tunnel-oneway-arrows-blue-major' value='false' />
<format attr='enabled' id='tunnel-trunk' value='false' />
<format attr='enabled' id='tunnel-motorway' value='false' />
<format attr='enabled' id='tunnel-oneway-arrows-white' value='false' />
<format attr='enabled' id='ferry' value='false' />
<format attr='enabled' id='ferry_auto' value='false' />
<format attr='enabled' id='road-path-bg' value='false' />
<format attr='enabled' id='road-steps-bg' value='false' />
<format attr='enabled' id='road-sidewalk-bg' value='false' />
<format attr='enabled' id='turning-features-outline' value='false' />
<format attr='enabled' id='road-pedestrian-case' value='false' />
<format attr='enabled' id='road-street-low' value='false' />
<format attr='enabled' id='road-street_limited-low' value='false' />
<format attr='enabled' id='road-service-link-track-case' value='false' />
<format attr='enabled' id='road-street_limited-case' value='false' />
<format attr='enabled' id='road-street-case' value='false' />
<format attr='enabled' id='road-secondary-tertiary-case' value='false' />
<format attr='enabled' id='road-primary-case' value='false' />
<format attr='enabled' id='road-motorway_link-case' value='false' />
<format attr='enabled' id='road-trunk_link-case' value='false' />
<format attr='enabled' id='road-trunk-case' value='false' />
<format attr='enabled' id='road-motorway-case' value='false' />
<format attr='enabled' id='road-construction' value='false' />
<format attr='enabled' id='road-sidewalks' value='false' />
<format attr='enabled' id='road-path' value='false' />
<format attr='enabled' id='road-steps' value='false' />
<format attr='enabled' id='road-trunk_link' value='false' />
<format attr='enabled' id='road-motorway_link' value='false' />
<format attr='enabled' id='road-pedestrian' value='false' />
<format attr='enabled' id='road-pedestrian-polygon-fill' value='false' />
<format attr='enabled' id='road-pedestrian-polygon-pattern' value='false' />
<format attr='enabled' id='road-polygon' value='false' />
<format attr='enabled' id='road-service-link-track' value='false' />
<format attr='enabled' id='road-street_limited' value='false' />
<format attr='enabled' id='road-street' value='false' />
<format attr='enabled' id='road-secondary-tertiary' value='false' />
<format attr='enabled' id='road-primary' value='false' />
<format attr='enabled' id='road-oneway-arrows-blue-minor' value='false' />
<format attr='enabled' id='road-oneway-arrows-blue-major' value='false' />
<format attr='enabled' id='road-trunk' value='false' />
<format attr='enabled' id='road-motorway' value='false' />
<format attr='enabled' id='road-rail' value='false' />
<format attr='enabled' id='road-rail-tracks' value='false' />
<format attr='enabled' id='level-crossings' value='false' />
<format attr='enabled' id='road-oneway-arrows-white' value='false' />
<format attr='enabled' id='turning-features' value='false' />
<format attr='enabled' id='bridge-path-bg' value='false' />
<format attr='enabled' id='bridge-steps-bg' value='false' />
<format attr='enabled' id='bridge-pedestrian-case' value='false' />
<format attr='enabled' id='bridge-street-low' value='false' />
<format attr='enabled' id='bridge-street_limited-low' value='false' />
<format attr='enabled' id='bridge-service-link-track-case' value='false' />
<format attr='enabled' id='bridge-street_limited-case' value='false' />
<format attr='enabled' id='bridge-street-case' value='false' />
<format attr='enabled' id='bridge-secondary-tertiary-case' value='false' />
<format attr='enabled' id='bridge-primary-case' value='false' />
<format attr='enabled' id='bridge-trunk_link-case' value='false' />
<format attr='enabled' id='bridge-motorway_link-case' value='false' />
<format attr='enabled' id='bridge-trunk-case' value='false' />
<format attr='enabled' id='bridge-motorway-case' value='false' />
<format attr='enabled' id='bridge-construction' value='false' />
<format attr='enabled' id='bridge-path' value='false' />
<format attr='enabled' id='bridge-steps' value='false' />
<format attr='enabled' id='bridge-trunk_link' value='false' />
<format attr='enabled' id='bridge-motorway_link' value='false' />
<format attr='enabled' id='bridge-pedestrian' value='false' />
<format attr='enabled' id='bridge-service-link-track' value='false' />
<format attr='enabled' id='bridge-street_limited' value='false' />
<format attr='enabled' id='bridge-street' value='false' />
<format attr='enabled' id='bridge-secondary-tertiary' value='false' />
<format attr='enabled' id='bridge-primary' value='false' />
<format attr='enabled' id='bridge-oneway-arrows-blue-minor' value='false' />
<format attr='enabled' id='bridge-oneway-arrows-blue-major' value='false' />
<format attr='enabled' id='bridge-trunk' value='false' />
<format attr='enabled' id='bridge-motorway' value='false' />
<format attr='enabled' id='bridge-rail' value='false' />
<format attr='enabled' id='bridge-rail-tracks' value='false' />
<format attr='enabled' id='bridge-trunk_link-2-case' value='false' />
<format attr='enabled' id='bridge-motorway_link-2-case' value='false' />
<format attr='enabled' id='bridge-trunk-2-case' value='false' />
<format attr='enabled' id='bridge-motorway-2-case' value='false' />
<format attr='enabled' id='bridge-trunk_link-2' value='false' />
<format attr='enabled' id='bridge-motorway_link-2' value='false' />
<format attr='enabled' id='bridge-trunk-2' value='false' />
<format attr='enabled' id='bridge-motorway-2' value='false' />
<format attr='enabled' id='bridge-oneway-arrows-white' value='false' />
<format attr='enabled' id='road-label-small' value='false' />
<format attr='enabled' id='road-label-medium' value='false' />
<format attr='enabled' id='road-label-large' value='false' />
<format attr='enabled' id='road-shields-black' value='false' />
<format attr='enabled' id='road-shields-white' value='false' />
<format attr='enabled' id='motorway-junction' value='false' />
</style-rule>
<style-rule element='map'>
<format attr='washout' value='0' />
<format attr='map-style' value='streets' />
<format attr='wrap' value='false' />
</style-rule>
<style-rule element='map-data-layer'>
<format attr='palette' value='tableau-map-blue-green-light' />
<format attr='geo-area-type' value='State' />
</style-rule>
</style>
<panes>
<pane selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Circle' />
<mark-sizing mark-sizing-setting='marks-scaling-off' />
<encodings>
<color column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:State:nk]' />
<size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<lod column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Country:nk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
</encodings>
<style>
<style-rule element='cell'>
<format attr='text-align' value='auto' />
</style-rule>
<style-rule element='datalabel'>
<format attr='color-mode' value='user' />
<format attr='font-size' value='8' />
</style-rule>
<style-rule element='mark'>
<format attr='size' value='4.3685784339904785' />
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-cull' value='true' />
<format attr='has-halo' value='false' />
<format attr='mark-transparency' value='155' />
<format attr='has-stroke' value='false' />
</style-rule>
</style>
</pane>
</panes>
<rows>[federated.051ezpz0dkwsn917l0p3612caxds].[Latitude (generated)]</rows>
<cols>[federated.051ezpz0dkwsn917l0p3612caxds].[Longitude (generated)]</cols>
<pages>
<column>[federated.051ezpz0dkwsn917l0p3612caxds].[tmn:Start_Time:ok]</column>
</pages>
</table>
<simple-id uuid='{4F089390-5DD9-448F-BF4A-D91BCD74C704}' />
</worksheet>
<worksheet name='crossing'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='1' fontcolor='#ffffff' fontname='Times New Roman'>Crossing</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column datatype='boolean' name='[Crossing]' role='dimension' type='nominal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Crossing]' derivation='None' name='[none:Crossing:nk]' pivot='key' type='nominal' />
</datasource-dependencies>
<aggregation value='true' />
</view>
<style>
<style-rule element='cell'>
<format attr='cell-w' value='304' />
<format attr='cell-h' value='304' />
<format attr='cell' value='38' />
<format attr='cell-q' value='190' />
</style-rule>
<style-rule element='mark'>
<encoding attr='color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='custom-interpolated'>
<color-palette custom='true' name='' type='ordered-sequential'>
<color>#f1f1f1</color>
<color>#f2f2e6</color>
<color>#f3f3db</color>
<color>#f5f5d0</color>
<color>#f6f6c5</color>
<color>#f8f8b9</color>
<color>#f9f9ae</color>
<color>#fafaa2</color>
<color>#fcfc96</color>
<color>#fdfd8b</color>
<color>#ffff7f</color>
</color-palette>
</encoding>
</style-rule>
<style-rule element='table'>
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='worksheet'>
<format attr='font-size' value='8' />
<format attr='color' value='#ffffff' />
</style-rule>
</style>
<panes>
<pane selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Pie' />
<encodings>
<color column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Crossing:nk]' />
<wedge-size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Crossing:nk]' />
</encodings>
<style>
<style-rule element='mark'>
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-cull' value='true' />
</style-rule>
</style>
</pane>
</panes>
<rows />
<cols />
</table>
<simple-id uuid='{9CE0C883-DADE-4558-AED7-F26084E90013}' />
</worksheet>
<worksheet name='junction'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='1' fontcolor='#ffffff' fontname='Times New Roman'>Junction</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column datatype='boolean' name='[Junction]' role='dimension' type='nominal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Junction]' derivation='None' name='[none:Junction:nk]' pivot='key' type='nominal' />
</datasource-dependencies>
<aggregation value='true' />
</view>
<style>
<style-rule element='cell'>
<format attr='cell-w' value='304' />
<format attr='cell-h' value='304' />
<format attr='cell' value='38' />
<format attr='cell-q' value='190' />
</style-rule>
<style-rule element='mark'>
<encoding attr='color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='custom-interpolated'>
<color-palette custom='true' name='' type='ordered-sequential'>
<color>#f1f1f1</color>
<color>#f2f2e6</color>
<color>#f3f3db</color>
<color>#f5f5d0</color>
<color>#f6f6c5</color>
<color>#f8f8b9</color>
<color>#f9f9ae</color>
<color>#fafaa2</color>
<color>#fcfc96</color>
<color>#fdfd8b</color>
<color>#ffff7f</color>
</color-palette>
</encoding>
</style-rule>
<style-rule element='table'>
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='worksheet'>
<format attr='font-size' value='8' />
<format attr='color' value='#ffffff' />
</style-rule>
</style>
<panes>
<pane selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Pie' />
<encodings>
<color column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Junction:nk]' />
<wedge-size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Junction:nk]' />
</encodings>
<style>
<style-rule element='mark'>
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-cull' value='true' />
</style-rule>
</style>
</pane>
</panes>
<rows />
<cols />
</table>
<simple-id uuid='{8A863A02-44A4-4ED5-9B40-36357E7E1E37}' />
</worksheet>
<worksheet name='roundabout'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='1' fontcolor='#ffffff' fontname='Times New Roman'>Roundabout</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column datatype='boolean' name='[Roundabout]' role='dimension' type='nominal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Roundabout]' derivation='None' name='[none:Roundabout:nk]' pivot='key' type='nominal' />
</datasource-dependencies>
<aggregation value='true' />
</view>
<style>
<style-rule element='cell'>
<format attr='cell-w' value='304' />
<format attr='cell-h' value='304' />
<format attr='cell' value='38' />
<format attr='cell-q' value='190' />
</style-rule>
<style-rule element='mark'>
<encoding attr='color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='custom-interpolated'>
<color-palette custom='true' name='' type='ordered-sequential'>
<color>#f1f1f1</color>
<color>#f2f2e6</color>
<color>#f3f3db</color>
<color>#f5f5d0</color>
<color>#f6f6c5</color>
<color>#f8f8b9</color>
<color>#f9f9ae</color>
<color>#fafaa2</color>
<color>#fcfc96</color>
<color>#fdfd8b</color>
<color>#ffff7f</color>
</color-palette>
</encoding>
</style-rule>
<style-rule element='table'>
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='worksheet'>
<format attr='font-size' value='8' />
<format attr='color' value='#ffffff' />
</style-rule>
</style>
<panes>
<pane selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Pie' />
<encodings>
<color column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Roundabout:nk]' />
<wedge-size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Roundabout:nk]' />
</encodings>
<style>
<style-rule element='mark'>
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-cull' value='true' />
</style-rule>
</style>
</pane>
</panes>
<rows />
<cols />
</table>
<simple-id uuid='{926621CE-D7E5-4D4C-8EBE-C24952AF1D91}' />
</worksheet>
<worksheet name='stop'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='1' fontcolor='#ffffff' fontname='Times New Roman'>Stop</run>
<run bold='true' fontalignment='1' fontname='Tableau Semibold'>Æ </run>
<run fontalignment='1'>Æ&#10;</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column datatype='boolean' name='[Stop]' role='dimension' type='nominal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Stop]' derivation='None' name='[none:Stop:nk]' pivot='key' type='nominal' />
</datasource-dependencies>
<aggregation value='true' />
</view>
<style>
<style-rule element='cell'>
<format attr='cell-w' value='304' />
<format attr='cell-h' value='304' />
<format attr='cell' value='38' />
<format attr='cell-q' value='190' />
</style-rule>
<style-rule element='header'>
<format attr='background-color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Stop:nk]' value='#ffffff' />
<format attr='font-size' data-class='total' field='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Stop:nk]' value='22' />
</style-rule>
<style-rule element='label'>
<format attr='font-size' field='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Stop:nk]' value='12' />
</style-rule>
<style-rule element='mark'>
<encoding attr='color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='custom-interpolated'>
<color-palette custom='true' name='' type='ordered-sequential'>
<color>#f1f1f1</color>
<color>#f2f2e6</color>
<color>#f3f3db</color>
<color>#f5f5d0</color>
<color>#f6f6c5</color>
<color>#f8f8b9</color>
<color>#f9f9ae</color>
<color>#fafaa2</color>
<color>#fcfc96</color>
<color>#fdfd8b</color>
<color>#ffff7f</color>
</color-palette>
</encoding>
</style-rule>
<style-rule element='table'>
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='worksheet'>
<format attr='font-size' value='8' />
<format attr='color' value='#ffffff' />
</style-rule>
</style>
<panes>
<pane selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Pie' />
<encodings>
<color column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Stop:nk]' />
<wedge-size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Stop:nk]' />
</encodings>
<style>
<style-rule element='mark'>
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-cull' value='true' />
</style-rule>
</style>
</pane>
</panes>
<rows />
<cols />
</table>
<simple-id uuid='{28DA4407-AC86-410B-B9A8-2A1E39B3C796}' />
</worksheet>
<worksheet name='trafic calming'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='1' fontcolor='#ffffff' fontname='Times New Roman'>Trafic calming</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column caption='Traffic Calming' datatype='boolean' name='[Traffic_Calming]' role='dimension' type='nominal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Traffic_Calming]' derivation='None' name='[none:Traffic_Calming:nk]' pivot='key' type='nominal' />
</datasource-dependencies>
<aggregation value='true' />
</view>
<style>
<style-rule element='cell'>
<format attr='cell-w' value='304' />
<format attr='cell-h' value='304' />
<format attr='cell' value='38' />
<format attr='cell-q' value='190' />
</style-rule>
<style-rule element='mark'>
<encoding attr='color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='custom-interpolated'>
<color-palette custom='true' name='' type='ordered-sequential'>
<color>#f1f1f1</color>
<color>#f2f2e6</color>
<color>#f3f3db</color>
<color>#f5f5d0</color>
<color>#f6f6c5</color>
<color>#f8f8b9</color>
<color>#f9f9ae</color>
<color>#fafaa2</color>
<color>#fcfc96</color>
<color>#fdfd8b</color>
<color>#ffff7f</color>
</color-palette>
</encoding>
</style-rule>
<style-rule element='table'>
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='worksheet'>
<format attr='font-size' value='8' />
<format attr='color' value='#ffffff' />
</style-rule>
</style>
<panes>
<pane selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Pie' />
<mark-sizing mark-sizing-setting='marks-scaling-off' />
<encodings>
<color column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Calming:nk]' />
<wedge-size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Calming:nk]' />
</encodings>
<style>
<style-rule element='mark'>
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-cull' value='true' />
<format attr='size' value='1' />
</style-rule>
</style>
</pane>
</panes>
<rows />
<cols />
</table>
<simple-id uuid='{419FEF8B-D01E-4864-9AA1-3C7F90E1B4D4}' />
</worksheet>
<worksheet name='trafic signal'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='1' fontcolor='#ffffff' fontname='Times New Roman'>Trafic signal</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column caption='Traffic Signal' datatype='boolean' name='[Traffic_Signal]' role='dimension' type='nominal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Traffic_Signal]' derivation='None' name='[none:Traffic_Signal:nk]' pivot='key' type='nominal' />
</datasource-dependencies>
<aggregation value='true' />
</view>
<style>
<style-rule element='cell'>
<format attr='cell-w' value='304' />
<format attr='cell-h' value='304' />
<format attr='cell' value='38' />
<format attr='cell-q' value='190' />
</style-rule>
<style-rule element='mark'>
<encoding attr='color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='custom-interpolated'>
<color-palette custom='true' name='' type='ordered-sequential'>
<color>#f1f1f1</color>
<color>#f2f2e6</color>
<color>#f3f3db</color>
<color>#f5f5d0</color>
<color>#f6f6c5</color>
<color>#f8f8b9</color>
<color>#f9f9ae</color>
<color>#fafaa2</color>
<color>#fcfc96</color>
<color>#fdfd8b</color>
<color>#ffff7f</color>
</color-palette>
</encoding>
</style-rule>
<style-rule element='table'>
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='worksheet'>
<format attr='font-size' value='8' />
<format attr='color' value='#ffffff' />
</style-rule>
</style>
<panes>
<pane selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Pie' />
<mark-sizing mark-sizing-setting='marks-scaling-off' />
<encodings>
<color column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Signal:nk]' />
<wedge-size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Signal:nk]' />
</encodings>
<style>
<style-rule element='mark'>
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-cull' value='true' />
<format attr='size' value='1' />
</style-rule>
</style>
</pane>
</panes>
<rows />
<cols />
</table>
<simple-id uuid='{767C84EC-5E42-4D61-9225-ED13B1D05256}' />
</worksheet>
<worksheet name='turning loop'>
<layout-options>
<title>
<formatted-text>
<run fontalignment='1' fontcolor='#ffffff' fontname='Times New Roman'>Turning loop</run>
<run fontalignment='1'>Æ&#10;</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<_.fcp.ObjectModelTableType.false...column caption='US_Accidents_Dec21_updated.csv' datatype='integer' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column caption='Turning Loop' datatype='boolean' name='[Turning_Loop]' role='dimension' type='nominal' />
<_.fcp.ObjectModelTableType.true...column caption='US_Accidents_Dec21_updated.csv' datatype='table' name='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' role='measure' type='quantitative' />
<column-instance column='[__tableau_internal_object_id__].[US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE]' derivation='Count' name='[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' pivot='key' type='quantitative' />
<column-instance column='[Turning_Loop]' derivation='None' name='[none:Turning_Loop:nk]' pivot='key' type='nominal' />
</datasource-dependencies>
<aggregation value='true' />
</view>
<style>
<style-rule element='cell'>
<format attr='cell-w' value='304' />
<format attr='cell-h' value='304' />
<format attr='cell' value='38' />
<format attr='cell-q' value='190' />
</style-rule>
<style-rule element='mark'>
<encoding attr='color' field='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='custom-interpolated'>
<color-palette custom='true' name='' type='ordered-sequential'>
<color>#f1f1f1</color>
<color>#f2f2e6</color>
<color>#f3f3db</color>
<color>#f5f5d0</color>
<color>#f6f6c5</color>
<color>#f8f8b9</color>
<color>#f9f9ae</color>
<color>#fafaa2</color>
<color>#fcfc96</color>
<color>#fdfd8b</color>
<color>#ffff7f</color>
</color-palette>
</encoding>
</style-rule>
<style-rule element='table'>
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='worksheet'>
<format attr='font-size' value='8' />
<format attr='color' value='#ffffff' />
<format attr='font-weight' value='bold' />
</style-rule>
</style>
<panes>
<pane selection-relaxation-option='selection-relaxation-allow'>
<view>
<breakdown value='auto' />
</view>
<mark class='Pie' />
<mark-sizing mark-sizing-setting='marks-scaling-off' />
<encodings>
<color column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Turning_Loop:nk]' />
<wedge-size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<size column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' />
<text column='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Turning_Loop:nk]' />
</encodings>
<style>
<style-rule element='cell'>
<format attr='text-align' value='center' />
<format attr='text-orientation' value='0' />
<format attr='vertical-align' value='auto' />
<format attr='wrap' value='auto' />
</style-rule>
<style-rule element='mark'>
<format attr='mark-labels-show' value='true' />
<format attr='mark-labels-cull' value='true' />
<format attr='size' value='1' />
</style-rule>
</style>
</pane>
</panes>
<rows />
<cols />
</table>
<simple-id uuid='{875FC76D-4E59-4328-ABB2-0F7CED583599}' />
</worksheet>
</worksheets>
<dashboards>
<dashboard _.fcp.AccessibleZoneTabOrder.true...enable-sort-zone-taborder='true' name='Dashboard 2'>
<style>
<style-rule element='dash-title'>
<format attr='color' value='#ffffff' />
</style-rule>
<style-rule element='dash-subtitle'>
<format attr='color' value='#ffffff' />
<format attr='background-color' value='#00000000' />
</style-rule>
<style-rule element='dash-text'>
<format attr='color' value='#ffffff' />
</style-rule>
</style>
<size sizing-mode='automatic' />
<zones>
<zone h='100000' id='4' type-v2='layout-basic' w='100000' x='0' y='0'>
<zone h='97914' id='19' param='vert' type-v2='layout-flow' w='99016' x='492' y='1043'>
<zone h='97914' id='17' param='horz' type-v2='layout-flow' w='99016' x='492' y='1043'>
<zone h='97914' id='3' param='vert' type-v2='layout-flow' w='99016' x='492' y='1043'>
<zone fixed-size='414' h='55020' id='5' is-fixed='true' name='Total Number of Accidents per Hour' w='99016' x='492' y='1043'>
<layout-cache minheight='177' type-h='scalable' type-w='cell' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
<zone h='42894' id='7' param='horz' type-v2='layout-flow' w='99016' x='492' y='56063'>
<zone h='42894' id='8' param='horz' type-v2='layout-flow' w='52522' x='492' y='56063'>
<zone h='42894' id='9' name='Total Number of Accidents per Month' w='52522' x='492' y='56063'>
<layout-cache cell-count-w='12' minheight='177' non-cell-size-w='78' type-h='scalable' type-w='cell' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
</zone>
<zone fixed-size='748' h='42894' id='6' is-fixed='true' name='Total Number of Accidents per weekday' w='46494' x='53014' y='56063'>
<layout-cache minheight='177' type-h='scalable' type-w='cell' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
</zone>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='background-color' value='#333333' />
</zone-style>
</zone>
</zone>
</zone>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='8' />
</zone-style>
</zone>
</zones>
<devicelayouts>
<devicelayout auto-generated='true' name='Phone'>
<size maxheight='900' minheight='900' sizing-mode='vscroll' />
<zones>
<zone h='100000' id='25' type-v2='layout-basic' w='100000' x='0' y='0'>
<zone h='97914' id='24' param='vert' type-v2='layout-flow' w='99016' x='492' y='1043'>
<zone fixed-size='280' h='55020' id='5' is-fixed='true' name='Total Number of Accidents per Hour' w='99016' x='492' y='1043'>
<layout-cache minheight='177' type-h='scalable' type-w='cell' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone fixed-size='280' h='42894' id='9' is-fixed='true' name='Total Number of Accidents per Month' w='52522' x='492' y='56063'>
<layout-cache cell-count-w='12' minheight='177' non-cell-size-w='78' type-h='scalable' type-w='cell' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone fixed-size='280' h='42894' id='6' is-fixed='true' name='Total Number of Accidents per weekday' w='46494' x='53014' y='56063'>
<layout-cache minheight='177' type-h='scalable' type-w='cell' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
</zone>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='8' />
</zone-style>
</zone>
</zones>
</devicelayout>
</devicelayouts>
<simple-id uuid='{F1E43B26-441B-459A-A32A-DE43D3F31E0F}' />
</dashboard>
<dashboard _.fcp.AccessibleZoneTabOrder.true...enable-sort-zone-taborder='true' name='Dashboard 3'>
<style />
<size sizing-mode='automatic' />
<datasources>
<datasource caption='US_Accidents_Dec21_updated' name='federated.051ezpz0dkwsn917l0p3612caxds' />
</datasources>
<datasource-dependencies datasource='federated.051ezpz0dkwsn917l0p3612caxds'>
<column aggregation='Sum' datatype='integer' name='[Severity]' role='dimension' type='ordinal' />
<column-instance column='[Severity]' derivation='Avg' name='[avg:Severity:qk]' pivot='key' type='quantitative' />
</datasource-dependencies>
<zones>
<zone h='100000' id='4' type-v2='layout-basic' w='100000' x='0' y='0'>
<zone h='97914' id='7' param='horz' type-v2='layout-flow' w='99016' x='492' y='1043'>
<zone h='97914' id='5' type-v2='layout-basic' w='89176' x='492' y='1043'>
<zone h='35330' id='3' name='Sheet 7' w='89176' x='492' y='63627'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
<zone h='62584' id='9' name='Sheet 8' w='89176' x='492' y='1043'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='background-color' value='#333333' />
</zone-style>
</zone>
</zone>
<zone fixed-size='160' h='97914' id='6' is-fixed='true' param='vert' type-v2='layout-flow' w='9840' x='89668' y='1043'>
<zone h='9518' id='8' name='Sheet 7' pane-specification-id='9' param='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]' type-v2='color' w='9840' x='89668' y='1043'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
<zone h='9518' id='10' name='Sheet 8' param='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]' show-domain='false' show-null-ctrls='false' type-v2='filter' w='9840' x='89668' y='10561'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
</zone>
</zone>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='8' />
<format attr='background-color' value='#333333' />
</zone-style>
</zone>
</zones>
<devicelayouts>
<devicelayout auto-generated='true' name='Phone'>
<size maxheight='750' minheight='750' sizing-mode='vscroll' />
<zones>
<zone h='100000' id='22' type-v2='layout-basic' w='100000' x='0' y='0'>
<zone h='97914' id='21' param='vert' type-v2='layout-flow' w='99016' x='492' y='1043'>
<zone h='9518' id='10' name='Sheet 8' param='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]' show-domain='false' show-null-ctrls='false' type-v2='filter' w='9840' x='89668' y='10561'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone fixed-size='280' h='62584' id='9' is-fixed='true' name='Sheet 8' w='89176' x='492' y='1043'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
<format attr='background-color' value='#333333' />
</zone-style>
</zone>
<zone fixed-size='275' h='35330' id='3' is-fixed='true' name='Sheet 7' w='89176' x='492' y='63627'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone h='9518' id='8' name='Sheet 7' pane-specification-id='9' param='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]' type-v2='color' w='9840' x='89668' y='1043'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
</zone>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='8' />
<format attr='background-color' value='#333333' />
</zone-style>
</zone>
</zones>
</devicelayout>
</devicelayouts>
<simple-id uuid='{FA0B76C2-300E-4DF3-BFB5-731DCE7F881B}' />
</dashboard>
<dashboard _.fcp.AccessibleZoneTabOrder.true...enable-sort-zone-taborder='true' name='Dashboard 4'>
<layout-options>
<title>
<formatted-text>
<run bold='true' fontname='Times New Roman' fontsize='18'>Impact of road elements in the number of accidents</run>
</formatted-text>
</title>
</layout-options>
<style>
<style-rule element='table'>
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='dash-title'>
<format attr='color' value='#ffffff' />
<format attr='text-align' value='center' />
<format attr='font-size' value='24' />
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='dash-subtitle'>
<format attr='background-color' value='#333333' />
</style-rule>
<style-rule element='dash-text'>
<format attr='text-align' value='center' />
</style-rule>
</style>
<size sizing-mode='automatic' />
<zones>
<zone h='100000' id='55' type-v2='layout-basic' w='100000' x='0' y='0'>
<zone h='97914' id='63' param='horz' type-v2='layout-flow' w='99016' x='492' y='1043'>
<zone h='97914' id='61' type-v2='layout-basic' w='99016' x='492' y='1043'>
<zone h='91264' id='58' layout-strategy-id='distribute-evenly' param='vert' type-v2='layout-flow' w='99016' x='492' y='7693'>
<zone h='91265' id='56' type-v2='layout-basic' w='99016' x='492' y='7692' />
</zone>
<zone h='6650' id='59' type-v2='title' w='99016' x='492' y='1043'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
</zone>
</zone>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='8' />
</zone-style>
</zone>
<zone fixed-size='1391' h='98015' id='19' is-fixed='true' layout-strategy-id='distribute-evenly' param='horz' type-v2='layout-flow' w='98874' x='265' y='6700'>
<zone h='98045' id='14' layout-strategy-id='distribute-evenly' param='horz' type-v2='layout-flow' w='98893' x='246' y='6649'>
<zone h='98045' id='39' layout-strategy-id='distribute-evenly' param='vert' type-v2='layout-flow' w='24723' x='246' y='6649'>
<zone h='49022' id='60' name='trafic calming' w='24723' x='246' y='6649'>
<layout-cache cell-count-h='1' non-cell-size-h='49' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
<zone h='49023' id='40' name='trafic signal' w='24723' x='246' y='55671'>
<layout-cache cell-count-h='1' fixed-size-w='304' non-cell-size-h='92' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
</zone>
<zone h='98045' id='44' layout-strategy-id='distribute-evenly' param='vert' type-v2='layout-flow' w='24723' x='24969' y='6649'>
<zone h='49022' id='45' name='Bump' w='24723' x='24969' y='6649'>
<layout-cache cell-count-h='1' fixed-size-w='304' non-cell-size-h='49' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
<zone h='49023' id='51' name='stop' w='24723' x='24969' y='55671'>
<layout-cache cell-count-h='1' fixed-size-w='304' non-cell-size-h='56' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
</zone>
<zone fixed-size='329' h='98045' id='24' is-fixed='true' layout-strategy-id='distribute-evenly' param='vert' type-v2='layout-flow' w='24724' x='49692' y='6649'>
<zone h='49022' id='25' name='turning loop' w='24724' x='49692' y='6649'>
<layout-cache cell-count-h='1' fixed-size-w='304' non-cell-size-h='49' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
<zone h='49023' id='52' name='crossing' w='24724' x='49692' y='55671'>
<layout-cache cell-count-h='1' non-cell-size-h='49' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
</zone>
<zone h='98045' id='31' layout-strategy-id='distribute-evenly' param='vert' type-v2='layout-flow' w='24723' x='74416' y='6649'>
<zone h='49022' id='32' name='junction' w='24723' x='74416' y='6649'>
<layout-cache cell-count-h='1' fixed-size-w='304' non-cell-size-h='49' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
<zone h='49023' id='37' name='roundabout' w='24723' x='74416' y='55671'>
<layout-cache cell-count-h='1' fixed-size-w='304' non-cell-size-h='49' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
</zone>
</zone>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='background-color' value='#333333' />
</zone-style>
</zone>
</zones>
<devicelayouts>
<devicelayout auto-generated='true' name='Phone'>
<layout-options>
<title>
<formatted-text>
<run bold='true' fontname='Times New Roman' fontsize='18'>Impact of road elements in the number of accidents</run>
</formatted-text>
</title>
</layout-options>
<size maxheight='2400' minheight='2400' sizing-mode='vscroll' />
<zones>
<zone h='100000' id='73' type-v2='layout-basic' w='100000' x='0' y='0'>
<zone h='97914' id='72' param='vert' type-v2='layout-flow' w='99016' x='492' y='1043'>
<zone h='6650' id='59' type-v2='title' w='99016' x='492' y='1043'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone fixed-size='280' h='49022' id='60' is-fixed='true' name='trafic calming' w='24723' x='246' y='6649'>
<layout-cache cell-count-h='1' non-cell-size-h='49' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone fixed-size='280' h='49022' id='45' is-fixed='true' name='Bump' w='24723' x='24969' y='6649'>
<layout-cache cell-count-h='1' fixed-size-w='304' non-cell-size-h='49' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone fixed-size='280' h='49022' id='25' is-fixed='true' name='turning loop' w='24724' x='49692' y='6649'>
<layout-cache cell-count-h='1' fixed-size-w='304' non-cell-size-h='49' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone fixed-size='280' h='49022' id='32' is-fixed='true' name='junction' w='24723' x='74416' y='6649'>
<layout-cache cell-count-h='1' fixed-size-w='304' non-cell-size-h='49' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone fixed-size='280' h='49023' id='40' is-fixed='true' name='trafic signal' w='24723' x='246' y='55671'>
<layout-cache cell-count-h='1' fixed-size-w='304' non-cell-size-h='92' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone fixed-size='280' h='49023' id='51' is-fixed='true' name='stop' w='24723' x='24969' y='55671'>
<layout-cache cell-count-h='1' fixed-size-w='304' non-cell-size-h='56' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone fixed-size='280' h='49023' id='52' is-fixed='true' name='crossing' w='24724' x='49692' y='55671'>
<layout-cache cell-count-h='1' non-cell-size-h='49' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone fixed-size='280' h='49023' id='37' is-fixed='true' name='roundabout' w='24723' x='74416' y='55671'>
<layout-cache cell-count-h='1' fixed-size-w='304' non-cell-size-h='49' type-h='cell' type-w='fixed' />
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
</zone>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='8' />
</zone-style>
</zone>
</zones>
</devicelayout>
</devicelayouts>
<simple-id uuid='{D8CD131E-1ED6-4020-BF24-B32EC6744C33}' />
</dashboard>
<dashboard _.fcp.AccessibleZoneTabOrder.true...enable-sort-zone-taborder='true' name='Number of accidents per state over time'>
<style />
<size sizing-mode='automatic' />
<zones>
<zone h='100000' id='26' type-v2='layout-basic' w='100000' x='0' y='0'>
<zone h='100000' id='29' param='horz' type-v2='layout-flow' w='100000' x='0' y='0'>
<zone h='100000' id='27' type-v2='layout-basic' w='89981' x='0' y='0'>
<zone h='100000' id='25' name='Total Number of accidents per State (2016-2021)' w='89981' x='0' y='0'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
</zone>
<zone fixed-size='160' h='100000' id='28' is-fixed='true' param='vert' type-v2='layout-flow' w='10019' x='89981' y='0'>
<zone count='1' h='16690' id='30' name='Total Number of accidents per State (2016-2021)' name1='Sheet 5' synchronized='1' type-v2='currpage' w='10019' x='89981' y='0'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
</zone-style>
</zone>
</zone>
</zone>
</zone>
<zone h='14446' id='31' name='Sheet 5' show-title='false' w='25423' x='63431' y='77980' />
</zones>
<devicelayouts>
<devicelayout auto-generated='true' name='Phone'>
<size maxheight='700' minheight='700' sizing-mode='vscroll' />
<zones>
<zone h='100000' id='33' type-v2='layout-basic' w='100000' x='0' y='0'>
<zone h='97756' id='32' param='vert' type-v2='layout-flow' w='98998' x='501' y='1122'>
<zone fixed-size='280' h='100000' id='25' is-fixed='true' name='Total Number of accidents per State (2016-2021)' w='89981' x='0' y='0'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone fixed-size='115' h='14446' id='31' is-fixed='true' name='Sheet 5' show-title='false' w='25423' x='63431' y='77980'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
<zone count='1' h='16690' id='30' name='Total Number of accidents per State (2016-2021)' name1='Sheet 5' synchronized='1' type-v2='currpage' w='10019' x='89981' y='0'>
<zone-style>
<format attr='border-color' value='#000000' />
<format attr='border-style' value='none' />
<format attr='border-width' value='0' />
<format attr='margin' value='4' />
<format attr='padding' value='0' />
</zone-style>
</zone>
</zone>
</zone>
</zones>
</devicelayout>
</devicelayouts>
<simple-id uuid='{C17D2770-F540-48F0-8205-556702F40C3E}' />
</dashboard>
</dashboards>
<windows film-mode='true' saved-dpi-scale-factor='1.25' source-height='37'>
<window class='worksheet' name='Top 5 cities with most accidents per year with forecast for 2022'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='28'>
<card type='title' />
</strip>
</edge>
<edge name='right'>
<strip size='108'>
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[yr:Start_Time:ok]&#10;[federated.051ezpz0dkwsn917l0p3612caxds].[none:Forecast Indicator:nk]' type='color' />
</strip>
</edge>
</cards>
<viewpoint>
<zoom type='entire-view' />
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:City:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Forecast Indicator:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:State:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[qr:Start_Time:ok]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[tyr:Start_Time:qk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[yr:Start_Time:ok]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{4D59BC53-A2C2-4603-9E80-8B8420E69B27}' />
</window>
<window class='dashboard' maximized='true' name='Number of accidents per state over time'>
<viewpoints>
<viewpoint name='Sheet 5'>
<current-page>
<multibucket>
<bucket>#2021-03-01 00:00:00#</bucket>
</multibucket>
</current-page>
</viewpoint>
<viewpoint name='Total Number of accidents per State (2016-2021)'>
<current-page>
<multibucket>
<bucket>#2021-03-01 00:00:00#</bucket>
</multibucket>
</current-page>
<zoom type='entire-view' />
<map-scale-visibility value='0' />
<default-map-tool-selection tool='1' />
<default-map-unit-selection mapunit='1' />
</viewpoint>
</viewpoints>
<active id='30' />
<device-preview visible='true' />
<simple-id uuid='{E454C2E9-2F76-4321-B0BA-D88CFB374482}' />
</window>
<window class='worksheet' name='Total Number of accidents per State (2016-2021)'>
<cards>
<edge name='left'>
<strip size='136'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='2147483647'>
<card type='title' />
</strip>
</edge>
<edge name='right'>
<strip size='160'>
<card type='currpage' />
</strip>
</edge>
</cards>
<viewpoint>
<current-page>
<multibucket>
<bucket>12</bucket>
</multibucket>
</current-page>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[mn:Start_Time:ok]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Country:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:ID:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:State:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[yr:Start_Time:ok]</field>
</color-one-way>
</highlight>
<map-scale-visibility value='0' />
<default-map-tool-selection tool='1' />
<default-map-unit-selection mapunit='1' />
</viewpoint>
<simple-id uuid='{4EB22257-1C61-4813-BF0B-26250012F2BF}' />
</window>
<window class='worksheet' name='Sheet 5'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
</edge>
<edge name='right'>
<strip size='160'>
<card type='currpage' />
</strip>
</edge>
</cards>
<viewpoint>
<current-page>
<multibucket>
<bucket>#2016-07-01 00:00:00#</bucket>
</multibucket>
</current-page>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[yr:Start_Time:ok]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{59238508-E3F0-4429-9C5A-BD6E16B7B1BE}' />
</window>
<window class='dashboard' name='Dashboard 2'>
<viewpoints>
<viewpoint name='Total Number of Accidents per Hour'>
<zoom type='entire-view' />
</viewpoint>
<viewpoint name='Total Number of Accidents per Month'>
<zoom type='fit-width' />
</viewpoint>
<viewpoint name='Total Number of Accidents per weekday'>
<zoom type='fit-width' />
</viewpoint>
</viewpoints>
<active id='6' />
<simple-id uuid='{9F8C42E0-B717-4EFF-BE52-3D53794FF556}' />
</window>
<window class='dashboard' name='Dashboard 3'>
<viewpoints>
<viewpoint name='Sheet 7'>
<zoom type='entire-view' />
</viewpoint>
<viewpoint name='Sheet 8'>
<zoom type='entire-view' />
</viewpoint>
</viewpoints>
<active id='3' />
<simple-id uuid='{EBAF51D2-CA78-41AB-AEFF-54BC42BF2234}' />
</window>
<window class='dashboard' name='Dashboard 4'>
<viewpoints>
<viewpoint name='Bump'>
<zoom type='fit-width' />
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Bump:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<viewpoint name='crossing'>
<zoom type='fit-width' />
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Crossing:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<viewpoint name='junction'>
<zoom type='fit-width' />
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Junction:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<viewpoint name='roundabout'>
<zoom type='fit-width' />
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Roundabout:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<viewpoint name='stop'>
<zoom type='fit-width' />
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Stop:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<viewpoint name='trafic calming'>
<zoom type='fit-width' />
<highlight field='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Calming:nk]'>
<bucket-selection />
</highlight>
</viewpoint>
<viewpoint name='trafic signal'>
<zoom type='fit-width' />
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Signal:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<viewpoint name='turning loop'>
<zoom type='fit-width' />
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Turning_Loop:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
</viewpoints>
<active id='55' />
<simple-id uuid='{ADDF40D8-4C72-4E66-B0F2-E1FF1C44861E}' />
</window>
<window class='worksheet' hidden='true' name='Bump'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='28'>
<card type='title' />
</strip>
</edge>
<edge name='right'>
<strip size='160'>
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='size' />
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Bump:nk]' type='color' />
</strip>
</edge>
</cards>
<viewpoint>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Bump:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Crossing:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Railway:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Roundabout:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Street:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Signal:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Turning_Loop:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{741AB914-F1DD-4207-ABD9-CFA75DE23A25}' />
</window>
<window class='worksheet' hidden='true' name='Sheet 7'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='28'>
<card type='title' />
</strip>
</edge>
<edge name='right'>
<strip size='160'>
<card pane-specification-id='9' param='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]' type='color' />
</strip>
</edge>
</cards>
<viewpoint>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[:Measure Names]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[Multiple Values]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Severity:ok]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Weather_Condition:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{4DCED34E-9D6F-4121-B2BE-73B44ED83281}' />
</window>
<window class='worksheet' hidden='true' name='Sheet 8'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='28'>
<card type='title' />
</strip>
</edge>
<edge name='right'>
<strip size='160'>
<card pane-specification-id='10' param='[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]' type='color' />
</strip>
</edge>
</cards>
<viewpoint>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:ok]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[avg:Severity:qk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Number:ok]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Weather_Condition:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{C81F34A4-E6FE-4781-9A45-8A56C9DDCD32}' />
</window>
<window class='worksheet' hidden='true' name='Total Number of Accidents per Hour'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='title' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
</edge>
</cards>
<viewpoint>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[hr:Start_Time:ok]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[wd:Start_Time:ok]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{0A824E62-F356-4243-87A4-9E9E233D5C5B}' />
</window>
<window class='worksheet' hidden='true' name='Total Number of Accidents per Month'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='2147483647'>
<card type='title' />
</strip>
</edge>
</cards>
<viewpoint>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[hr:Start_Time:ok]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[wd:Start_Time:ok]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{1C74F5C8-A86F-438C-BB9E-5D8CDA8AD12B}' />
</window>
<window class='worksheet' hidden='true' name='Total Number of Accidents per weekday'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='2147483647'>
<card type='title' />
</strip>
</edge>
</cards>
<viewpoint>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[hr:Start_Time:ok]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[wd:Start_Time:ok]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{76700089-9996-4A4A-87A7-308099447E11}' />
</window>
<window class='worksheet' hidden='true' name='crossing'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='28'>
<card type='title' />
</strip>
</edge>
<edge name='right'>
<strip size='160'>
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Crossing:nk]' type='color' />
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='size' />
</strip>
</edge>
</cards>
<viewpoint>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Crossing:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Street:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Turning_Loop:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{1E42A88E-9C48-4D37-8A95-2EC5453EB856}' />
</window>
<window class='worksheet' hidden='true' name='junction'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='28'>
<card type='title' />
</strip>
</edge>
<edge name='right'>
<strip size='160'>
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Junction:nk]' type='color' />
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='size' />
</strip>
</edge>
</cards>
<viewpoint>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Junction:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Street:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Turning_Loop:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{EF0C97B0-2DBE-4C28-8586-27A1F474D354}' />
</window>
<window class='worksheet' hidden='true' name='roundabout'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='28'>
<card type='title' />
</strip>
</edge>
<edge name='right'>
<strip size='160'>
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='size' />
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Roundabout:nk]' type='color' />
</strip>
</edge>
</cards>
<viewpoint>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Crossing:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Railway:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Roundabout:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Street:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Signal:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Turning_Loop:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{99527B8E-BEFE-44C6-BEBD-BC8619306B22}' />
</window>
<window class='worksheet' hidden='true' name='stop'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='28'>
<card type='title' />
</strip>
</edge>
<edge name='right'>
<strip size='160'>
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Stop:nk]' type='color' />
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='size' />
</strip>
</edge>
</cards>
<viewpoint>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Stop:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Street:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Turning_Loop:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{65A8FE5E-8D42-406F-8F99-97B19FB10C72}' />
</window>
<window class='worksheet' hidden='true' name='trafic calming'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='28'>
<card type='title' />
</strip>
</edge>
<edge name='right'>
<strip size='160'>
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='size' />
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Calming:nk]' type='color' />
</strip>
</edge>
</cards>
<viewpoint>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Bump:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Crossing:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:No_Exit:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Railway:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Roundabout:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Street:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Calming:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Signal:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Turning_Loop:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{B3C9ABB8-2335-4389-BA3F-C840CE2B11D7}' />
</window>
<window class='worksheet' hidden='true' name='trafic signal'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='28'>
<card type='title' />
</strip>
</edge>
<edge name='right'>
<strip size='160'>
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='size' />
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Signal:nk]' type='color' />
</strip>
</edge>
</cards>
<viewpoint>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Bump:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Crossing:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:No_Exit:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Railway:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Roundabout:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Street:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Signal:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Turning_Loop:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{6BD141B2-BE8C-4DA1-A3CA-2EF5BBB11921}' />
</window>
<window class='worksheet' hidden='true' name='turning loop'>
<cards>
<edge name='left'>
<strip size='160'>
<card type='pages' />
<card type='filters' />
<card type='marks' />
</strip>
</edge>
<edge name='top'>
<strip size='2147483647'>
<card type='columns' />
</strip>
<strip size='2147483647'>
<card type='rows' />
</strip>
<strip size='28'>
<card type='title' />
</strip>
</edge>
<edge name='right'>
<strip size='160'>
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[__tableau_internal_object_id__].[cnt:US_Accidents_Dec21_updated.csv_4BBE1D2390A94D0E8CA0AA977314FBFE:qk]' type='size' />
<card pane-specification-id='0' param='[federated.051ezpz0dkwsn917l0p3612caxds].[none:Turning_Loop:nk]' type='color' />
</strip>
</edge>
</cards>
<viewpoint>
<highlight>
<color-one-way>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Bump:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Crossing:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:No_Exit:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Railway:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Roundabout:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Street:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Traffic_Signal:nk]</field>
<field>[federated.051ezpz0dkwsn917l0p3612caxds].[none:Turning_Loop:nk]</field>
</color-one-way>
</highlight>
</viewpoint>
<simple-id uuid='{732918DD-88F5-4B03-BCBD-4A2CC885494C}' />
</window>
</windows>
<thumbnails>
<thumbnail height='192' name='Dashboard 2' width='192'>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==
</thumbnail>
<thumbnail height='192' name='Dashboard 3' width='192'>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</thumbnail>
<thumbnail height='192' name='Dashboard 4' width='192'>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==
</thumbnail>
<thumbnail height='192' name='Number of accidents per state over time' width='192'>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</thumbnail>
<thumbnail height='60' name='Sheet 5' width='192'>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</thumbnail>
<thumbnail height='192' name='Top 5 cities with most accidents per year with forecast for 2022' width='192'>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</thumbnail>
<thumbnail height='192' name='Total Number of accidents per State (2016-2021)' width='192'>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</thumbnail>
</thumbnails>
</workbook>