Twitter Topic Search

Twitter Topic Search Tool collects real time geo-tagged tweets from Twitter Data API, calculates sentiment for each tweets and save them in the database. This database is integrated with ZillionInfo GeoAI platform. Users can search one or more topics to show map distribution of the tweets or visualize/compare tweet sentiment cross space and time. It can be used for market analysis or tracking of public opinions on various topics.


For example, the live map below shows Trump vs Biden Twitter Sentiment Trends in the most recent 12 weeks. It is published from Twitter Topic Search by searching "trump;biden" and aggregating data at State level with weekly intervals. We are updating this service everyday before the election. More maps and charts are coming. Please stay tuned.


For Twitter Topic Search Service subscription, or other collaborations such as GeoAI Analytics, customized application development, please contact us at info@zillioninfo.com.



The more green, the more positive opinion; the more brown, the more negative opinion.


Each color represents a different cluster of Trump/Biden twitter sentiment score.


The more green, the more positive opinion; the more brown, the more negative opinion.

After the election-Biden:2020/11/05-2020/11/18

After the election-Trump:2020/11/05-2020/11/18

At election-Biden:2020/11/01-2020/11/04

At election-Trump:2020/11/01-2020/11/04

Before the election-Biden:2020/09/27-2020/10/31

Before the election-Trump:2020/09/27-2020/10/31


Disclaimer:ZillionInfo hereby disclaims any and all representations and warranties with respect to this website and data, including accuracy, fitness for use, and merchantability.

Term of Use:This site is for educational and academic research purposes. For Twitter Topic Search subscription, or other collaborations, please contact us at info@zillioninfo.com

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