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The response was redirecting me to the custom login-page where I had used @csrf_exempt. Further login details were required for code to process the info. I added the login parameter along with my call and the desired response was obtained
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TL;DR
httpconn.setRequestProperty("Accept", "application/json");
HttpURLConnection‘s default “Accept” HttpHeader value is text/html, image/gif, image/jpeg, *; q=.2, /; q=.2
When text/html is used django returns JSON wrapped with HTML. In case when plain JSON is needed, Accept HttpHeader value should be set to 'application/json'
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Source:stackexchange.com