# Readme ## Main folders The OSF repository contains each experiment in a separate folder. Each Experiment's folder contains the following files and several subfolders: - Analysis.py → The main file used to analyze the data. - Demographics.csv → The file containing demographic information about the participants. - Experiment X.csv → The average recall errors for each condition in wide format - Experiment X.jasp → The [JASP](https://jasp-stats.org/) file with all analyzes. - Experiment X.osexp → The [OpenSesame](https://osdoc.cogsci.nl/4.0/) experiment file. - Graphs subfolder → Contains the 3 graphs (.png, .svg and .pdf) generated by Analysis.py - Results subfolder → Contains the descriptives and statistical output generated by Analysis.py - Data subfolder → See below. ### Data subfolder The data subfolder contains each participant's cleaned data file in .csv format. The separator is a semicolon (**;**). Each participant's file contains the following columns: - ID → The participant's number - Target Tilt → The tilt of the bar that was asked for recall (12, 28 or 45) - Valid Cue → Whether the cue was valid or not ("Valid" or "Invalid" for Exps. 1 to 3, "Valid" or "Neutral" for Exp. 4). - Recall Error → The absolute angular deviation between the selected color and the target's color (integers from 0 to 180). - Practice → Whether the trial belongs to the practice block (1 → Practice trial; 0 → Non-practice trial). - Target Color → The color angle (on the colorwheel) of the target (integers from 0 to 359). - Reported Color → The angle on the colorwheel of the color selected by the participant (integers from 0 to 359). - Cued Tilt → The tilt of the bar that was cued (12, 28 or 45). - Non-target 1 Color → The color angle (on the colorwheel) of non-target n°1 (integers from 0 to 359). - Non-target 2 Color → The color angle (on the colorwheel) of non-target n°2 (integers from 0 to 359). - Non-target 1 Tilt → The tilt of non-target n°1. This is the most salient non-target. - If Target Tilt is equal to 12, this is equal to 45. - If Target Tilt is equal to 28, this is equal to 45. - If Target Tilt is equal to 45, this is equal to 28. - Non-target 2 Tilt → The tilt of non-target n°2. This is the least salient non-target. - If Target Tilt is equal to 12, this is equal to 28. - If Target Tilt is equal to 28, this is equal to 12. - If Target Tilt is equal to 45, this is equal to 12. - Target location → The location of the target on the middle circle (see Locations figure below for location mapping). - Non-target 1 location → The location of non-target n°1 on the middle circle. - Non-target 2 location → The location of non-target n°2 on the middle circle. - All stimuli → A list containing three sub-lists with all information about the stimuli for that trial (see below). Structure of "All stimuli": - Each sub-list contains a different number of elements representing each stimulus. - 1st sub-list contains information about the stimuli on the inner circle (6 elements). - 2nd sub-list contains information about the stimuli on the middle circle (12 elements). - 3rd sub-list contains information about the stimuli on the outer circle (18 elements). - Each element in the sub-lists is a tuple containing the following information: - A numpy array with the RGB values of the stimulus (in PsychoPy RGB, going from -1 to 1). - The stimulus' tilt (0 for vertical bars, 12, 28 or 45 for tilted bars). - The stimulus' location on its circle. #### Locations Figure ![Locations of each stimulus][1] ## Extra folder This folder contains: - The data for each experiment in long format to create graphs → .pkl files. - do_figs.py → The Python file used to generate figures 2 and 3. - E1_vs_E2.csv → The .csv containing the difference Valid *minus* Invalid for each Target Tilt for Experiments 1 and 2. - This is used for the exploratory mixed ANOVA comparing the effect of the cue between Exp. 1 and Exp. 2. - E1_vs_E2.csv → The JASP file running the analysis mentioned above. - xyY coordinates.csv → The RGB, xyY and L\*a\*b\* coordinates of all colors used in the experiments. - locations.png → The location figure shown above. - Histograms of raw errors folder - PDF files with histograms of raw errors (i.e., from -180 to 180) for each experiment for each cue condition. [1]: https://mfr.osf.io/export?url=https://osf.io/download/rwcmh/?direct=&mode=render&format=2400x2400.jpeg