Processed per-frame and swim bout data for Constant Temperature dataset

ConstantTemperature_ProcessedDataframes_Pickle.zip For each fish in the gradient experiments there is one file named according to <ExperimentName>.nwb&&<lane>_fish.pkl and one file named according to <ExperimentName>.nwb&&<lane>_bout.pkl. Each of these files is a pickled pandas dataframes (to be loaded via pandas.read_pickle ). The *_fish files contain frame-by-frame information about position, speed and heading while the *_bout files contain per-swim-bout start/end information as well as kinematics and states. Fish dataframe structure Temperature X Position Y Position Heading Raw X Raw Y Instant speed The temperature at the fish position at the given frame The filtered X position of the fish at the given frame in mm The filtered Y position of the fish at the given frame in mm The heading of the fish at the given frame in radians The raw tracked X Position The raw tracked Y Position The instantaneous speed of the fish at the given frame in mm/s Bout dataframe structure State Gradient direction Original index Start Stop Peak speed Displacement Angle change IBI The annotated swim mode The cosine of the angle of the bout vector with respect to the y direction in the chambe (equivalent to gradient direction in gradient experiments) The original index of the bout (since bouts close to the arena edge were filtered out) The start camera frame of the bout The end camera frame of the bout The maximal speed in mm/s reached during the bout The displacement of the bout in mm The angle change of the bout in radians The waiting time since the previous bout (interbout interval) in ms Temperature Prev Delta T 1s Delta T Delta X Delta Y Prev angle change X Position Y Position Heading The temperature at the start of the bout The temperature change across the previous bout The temperature change across the preceding second The movement in the X direction in mm The movement in the Y direction in mm The angle change of the previous bout The x position at the start of the bout The y position at the start of the bout The fish heading at the start of the bout