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This is the source code and filtered dataset associated with the EMIP WS submission titled: EMIP Toolkit: A Python Library for Customized Post-processing of the Eye Movements in Programming Dataset Following is a description of each file and directory: 1. The directory “emip_dataset” includes the raw files and metadata of the EMIP dataset as downloaded from http://emipws.org/ 2. The directory “EMIP Toolkit” includes the proposed toolkit code and associated data files. 3. The directory “Corrected EMIP Dataset” includes our second contribution of a filtered, corrected, and processed version of the EMIP dataset. # Please Cite: Naser Al Madi, Drew T. Guarnera, Bonita Sharif, and Jonathan I. Maletic.2021. EMIP Toolkit: A Python Library for Customized Post-processing ofthe Eye Movements in Programming Dataset. InETRA ’21: 2021 Symposiumon Eye Tracking Research and Applications (ETRA ’21 Short Papers), May25–27, 2021, Virtual Event, Germany.ACM, New York, NY, USA, 6 pages.https://doi.org/10.1145/3448018.3457425