Store sensor data for more than 10 days

Currently, I use InfluxDB for data storage.
Nevertheless, the data is only stored for 10 days.
Can I store the data longer?
Do I even need InfluxDB?

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You don’t need InfluxDB for HA. In the past de default database wasn’t that good, but nowadays it has gotten allot better.

You can set the retention days in the recorder component of the HA config. Set the option purge_keep_days to the days you want.