I have a huge database of articles. Each article has a title, HTML meta tags values, publication date, and body text. The body text is the most valuable piece of information for me.

I'm looking for a tool that let me quickly analyze commonalities among the articles, run keywords extraction, quick sentiment analysis etc.

An example: I spotted a company mention in an article. I need to quickly look up for all articles mentioning this company. I need to somehow digest all these articles to understand the complete picture. I think a keywords cloud would help, sentiment analysis would help. Maybe something else.

I'm not technical, but I have developers who can handle the programming part. However, developers do not have expertise in my field of interest, so I need to handle the overall discovery process myself.

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