If you want to avoid using data, you need to deactivate data connections on your mobile phone. Once done, you can only make voice calls, send SMS and use applications that don't require an internet connection.
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Activate or deactivate data connections
Tap the indicator next to Mobile Data. Depending on the current setting, the function is turned on or off.