How to recover lost conversation for WhatsApp?

Hello experts, I need a help to recover lost chat for WhatsApp.
Recently, I have backup the chat using the settings in the application(WhatsApp) but not in the Google Drive.
And I clear the data from the device settings to use the application with another number.
By mistake, I pressed the "RESTORE" option while I am creating the account with another number. But the application didn't restore any single chats from the previous number.

After this, I have cleared the data and creating the account with the previous number that has used in the backup. And it didn't restore any messages.

After all I have reset my device.
I can't find single chat.
And I am still using WhatsApp to connect with the people.

I am using "Galaxy Grand Duos 1" (GTI9082) uprooted,
with Android 4.2.2

I will appreciate anyone who could help me to recover the previous chats with the valid methods.

Thank you.

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