Help developers filter out spam or other noisy content
There can be a huge upfront effort to sift through the volume of Tweet data in order to get a data set that is interesting and valuable. It would be great to add more upfront filtering options to reduce the amount of data needed for statistically relevant analysis.

2 comments
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Twitter Developer Labs now features search and streaming filters for context annotations.
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Mirothali Chand commented
Numerous amount of fake news, profiles are wandering throughout the Twitter. It also increases the tweet counts, thereby creating trending hashtags.
Only the approved profiles and news must shown in top of trends.
Incase of unapproved news are there, it must be badged as fake or removed.
Repetitive offenders or profiles, weblinks must be identified and blocked for lifetime.
In this way, we can make the Twitter more productive and avoid spreading of rumours that causes outrages and violence in physical world.