I am using OSMNX to gather OSM map data to create a road network. I have real time flow data from HERE, and it is in this format:
<TRAFFICML_REALTIME xmlns="http://traffic.nokia.com/trafficml-flow-3.2" CREATED_TIMESTAMP="2021-10-26T21:42:30Z" MAP_VERSION="" UNITS="metric" VERSION="3.2">
<link type="text/css" rel="stylesheet" id="dark-mode-custom-link"/>
<link type="text/css" rel="stylesheet" id="dark-mode-general-link"/>
<style lang="en" type="text/css" id="dark-mode-custom-style"/>
<style lang="en" type="text/css" id="dark-mode-native-style"/>
<RWS TY="TMC" MAP_VERSION="202103" EBU_COUNTRY_CODE="3" EXTENDED_COUNTRY_CODE="E3" TABLE_ID="39" UNITS="metric">
<RW LI="339-01403" DE="Abdülezelpaşa Caddesi/Kadir Has Caddesi" PBT="2021-10-26T21:42:30Z" mid="e7816666-0334-48a9-b15b-673a10edf88f">
<FIS>
<FI>
<TMC PC="30026" DE="Atatürk Bulvarı/Atatürk Köprüsü" QD="+" LE="0.10589"/>
<SHP FC="3">41.02248,28.96148 41.02258,28.96139 </SHP>
<SHP FC="3">41.02258,28.96139 41.02268,28.9613 </SHP>
<SHP FC="3">41.02268,28.9613 41.02274,28.96123 41.02279,28.96119 41.02284,28.96116 </SHP>
<SHP FC="3">41.02284,28.96116 41.0229,28.96114 41.02296,28.96113 41.02303,28.96112 </SHP>
<SHP FC="3">41.02303,28.96112 41.02309,28.96111 41.02313,28.9611 41.02318,28.96108 41.02323,28.96105 41.02328,28.96101 41.02333,28.96097 </SHP>
<CF CN="0.93" FF="39.0" JF="0.0" SP="41.45" SU="41.45" TY="TR"/>
</FI>
I am trying to pair the OSM roads with this data. Is using road names the only option or is there a way I can achieve this with shape coordinates?