If your aim is to analyze HTTP and HTTPS traffic only , then you can use any http intercepting proxy server such as Burp Suite or Squid .
First of all change network settings on android to use Burp Suite as a proxy server . Then generate a self signed certificate either using Burp Suite or Openssl and install that certificate in your android device . ( If you are generating certificate using Openssl then configure Burp Suite accordingly . )
Now configure your network properly and open ports for proxy server .
As some of the android applications use another protocols such as XMPP to communicate to the server . So for XMPP this method wouldn't work and you have to rely on wireshark to analyze that particular traffic .
You can use proxy server and Wireshark both at same time to increase productivity .