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The CityLearn Challenge 2021
No full textThis is the dataset used for the The CityLearn Challenge 2021. It contains the buildings as well as the training (public) and challenge (private) datasets
Sasha Dataset
No full textFrench productions (3) and metalinguistic reflections (2) written by Sasha (name is a pseudonym). See prompts for tasks in Dataset "Tasks Prompts"
Surface profile--Figure 11a
No full textSurface profile for Figure 11a, need to be opened with MultiFileAnalyzer, Keyence
Equal performance but distinct behaviors: Astatotilapia burtoni sex differences in a novel object recognition task and spatial maze
No full textThis repository contains the data and analysis R code accompanying the 2021 manuscript "Equal performance but distinct behaviors: Astatotilapia burtoni sex differences in a novel object recognition task and spatial maze"
Sex differences in behavior and cognition can be driven by differential selection pressures from the environment and in the underlying neuromolecular mechanisms of decision-making. The highly social cichlid fish Astatotilapia burtoni exhibits dynamic and complex social hierarchies, yet explicit cognitive testing (outside of social contexts) and investigations of sex differences in cognition have yet to be fully explored. Here we assessed male and female A. burtoni in two cognitive tasks: a novel object recognition task and a spatial task. We hypothesized that males outperform females in a spatial learning task and exhibit more neophilic/exploratory behavior across both tasks. In the present study we find that both sexes prefer the familiar object in a novel object recognition task, but the time at which they exhibit this preference differs between the sexes. Females more frequently learned the spatial task, exhibiting longer decision latencies and quicker error correction, suggesting a potential speed-accuracy tradeoff. Furthermore, the sexes differ in space use in both tasks and in a principal component analysis of the spatial task. A model selection analysis finds that preference, approach, and interaction duration in the novel object recognition task reach a threshold of importance averaged across all models. This work highlights the need to explicitly test for sex differences in cognition to better understand how individuals navigate dynamic social environments.
Keywords: Astatotilapia burtoni; Novel object recognition; Sex differences; Social behavior; Spatial learning
Competencies of OD Professionals
No full textThis dataverse contains data related to the research on competencies of Organization Development (OD) professionals
Upscaling Suitability Data-Suitable area for irrigated desho production in Ethiopia
No full textThe land that is potentially suitable for sustainable fodder production in Ethiopia was identified using a Global Information Systems (GIS)-based Multi-Criteria Evaluation technique. The data attached shows the potential suitable area for irrigated desho production in Ethiopia
Wilfrid Dataset
No full textFrench productions (3) and metalinguistic reflections (2) written by Wilfrid (name is a pseudonym). See prompts for tasks in Dataset "Tasks Prompts"