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 # Is Now a Good Time? Dataset
 
 ## Overview
-The Is Now a Good Time (INAGT) dataset consists of automotive, physiological, and visual data collected from drivers who self-annotated responses to the question "Is now a good time?" indicating the opportunity to receive non-driving information during a 50-minute drive. We augment this original driver-annotated data with third-party annotations of perceived safety to explore potential driver overconfidence. The dataset includes data from up to 61 drivers.
+The Is Now a Good Time (INAGT) dataset consists of automotive, physiological, and visual data collected from drivers who self-annotated responses to the question "Is now a good time?" indicating the opportunity to receive non-driving information during a 50-minute drive. We augment this original driver-annotated data with third-party annotations of perceived safety to explore potential driver overconfidence. The dataset includes data from up to 61 drivers (with 45 drivers fully annotated).
 
 ## Data
-- 1915 samples across 46 drivers during a 28.5 km route
+- 61 drivers during a 28.5 km route (1915 samples across 45 drivers are fully annotated without data loss) 
 - Yes / No annotations from drivers if it is a good or bad time to interact
 - 3rd part rating of Safe / Unsafe moments (from MTurk raters)
 - Road video, driver face video, driver side video, and driver over shoulder video