Figures of exemplary IDAs - "Use it or Lose it: Facilitating the Use of Interactive Data Apps (IDAs) in Psychological Research Data Sharing"

The first application (http://franziskausee.pythonanywhere.com/; dash demo.py) is a data dashboard that allows users to easily explore and visualize data of a psychological behavioral experiment. Within the IDA, the data is presented in a table-like format with columns referring to variables/measures of interest and rows to combinations of participants and experimental conditions (see Figure 1). The interactive features of the IDA comprise data filtering, data sorting, and inspection of specific rows/columns. In addition, user-defined figures can be created by selecting specific variables and the type of figure from different dropdown menus (see Figure 2, Figure 3). Moreover, additional information on selected variables is displayed below each dropdown menu, facilitating the understandability of variable names. The second application (https://huggingface.co/spaces/FranziskaU/gradio demo; gradio demo.py) is an implementation of a simplified automatic text preprocessing function (see Figure 4, Figure 5) as used in natural language processing (NLP) research. Specifically, user-defined text inputs are preprocessed such that sentence-specific information, such as the number of punctuation symbols, is provided, thus enabling researchers to interactively test the functionality and trustworthiness of source code published alongside NLP research papers. unknown