The article also provides a Python script for converting the extracted data from JSON format to CSV for easier visualization and analysis. It concludes by stating that Graphlit is a powerful tool for automated data ingestion and analysis, and promises a future tutorial on leveraging the extracted data using Large Language Models (LLMs).
Key takeaways:
- Market intelligence can be automated using Graphlit and Azure AI, which can ingest data from public sources like social media, podcasts, and websites to build a knowledge base about businesses of interest.
- Reddit can be a valuable source of information for research, providing real-time insights into consumer sentiment, emerging trends, and product feedback. Monitoring relevant subreddits can provide access to unfiltered, authentic opinions and discussions.
- Graphlit can be used to ingest Reddit posts and analyze them with Azure AI, extracting entities such as people, organizations, and labels (topics). This can be done with a few API calls and no AI experience required.
- The extracted data can be converted into CSV format for easier visualization and can be imported into any spreadsheet or business intelligence tool. This allows for a structured analysis of the most mentioned companies, people, and software products in a given subreddit.