India is a big country and even after a boost up in digital transactions the cash requirement is plenty especially in small towns and villages.
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Apart from what has been mentioned in the above responses, being the end of the financial year, there would be a shortage of the notes leading to a supply-demand imbalance.
Where all the money gone?.
RBI says notes are in plenty but bank ATM's are empty.