So my question is, apart from electrum wallet which other wallet is the safest for long term holding of bitcoin?.
Electrum is a hot wallet, so if you are using
electrum default hot wallet, then it isn't safe for long term holding. The safest wallet for hodling Bitcoin for the long term is wallets that are offline, wallets like hardware wallets or air-gapped wallets (of which you can create with electrum).
With the current reduction of price in Bitcoin, is it the best time to buy bitcoin or should I still wait for the dip?.
DYOR. I think we are already in the dip and Bitcoin might not fall much lower than it is right now before the next bull run begins, so now seems a good time to buy Bitcoin for a cheaper price.