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I'm kicking around an idea I'm calling "TrendTapestry" - basically a system that scrapes social media and news sources, analyzes the data, and visualizes emerging trends. I'm trying to figure out the best programming languages to use for building this.
Python seems like a natural fit for the data analysis and machine learning aspects,given libraries like Pandas,NumPy,and Scikit-learn. But I'm also considering the web scraping portion and how I plan to present the visualizations. Woudl somthing like JavaScript be better suited for the front end, or are there Python frameworks that can handle that effectively? Then there's the back-end infrastructure – thinking of using a database to store the scraped data. What language(s) would best interact with that, considering performance and scalability?
Curious to hear what languages others would recommend for such a project, and why! Any insights into languages that might offer advantages in terms of performance, ease of progress, or library support would be greatly appreciated.