Analyzing WhatsApp Data: Sentiment & Topic Techniques?

I’m exploring ways to analyze extensive WhatsApp or ANWhatsApk’s conversation data sets, and I’m particularly interested in techniques for sentiment analysis and topic modeling. Can anyone share insights or suggest robust methodologies, tools, or libraries that are well-suited for handling such large-scale data and extracting meaningful insights from it?