Incomplete retrieval of expected tweets can occur for various reasons. For instance, a user searching for discussions about a specific product launch might not see every tweet mentioning it. This can be due to factors like the search algorithm, data indexing limitations, or the sheer volume of tweets generated.
Comprehensive access to relevant information is crucial for market research, trend analysis, and understanding public sentiment. Historically, limitations in search functionality have presented challenges for researchers, marketers, and individuals seeking specific information on the platform. Overcoming these limitations is vital for extracting meaningful insights from the vast data stream generated by users.