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SMILE is an open-source social media analytics tool that allows researchers to collect and analyze social media data. SMILE can perform functions such as text-preprocessing, phrase mining, sentiment analysis, network analysis, and machine learning text classification.
Learn more about SMILE:
Yun, J. T., Vance, N., Wang, C., Troy, J., Marini, L., Booth, R., Nelson, T., Hetrick, A., Hodgekins, H. (2018). The Social Media Macroscope. In Gateways 2018. https://doi.org/10.6084/m9.figshare.6855269.v2