This project aims to build a dashboard to visualize data science salaries across the world. Further details can be found in our proposal here.

The dashboard shows a world map with the median data science salary of a country encoded in the colour channel. By selecting a country to focus on, a histogram showing the distribution of salaries, a boxplot showing the distribution of salaries per gender, and a 2D-histogram showing the distribution of salaries by age are updated for the specified country. For both the histogram and 2D-histogram plots, x-axis sliders are provided so that users can zoom in on regions of the x-axes that they are interested in. Furthermore, a scatter plot of the salaries for each country is shown on the right.

To populate our dashboard, the Kaggle Data Scientists Salaries Around the World dataset by Iair Kleiman. Specifically, the files conversionRates.csv and multipleChoiceResponses.csv are used in this project. The data is processed using src/data_cleaning.R to mainly remove rows that do not have salary data, and to convert all salaries to USD from the respective countries' currencies.

Contributors: Artan Zandian, Joshua Sia, Siqi Tao, Wenjia Zhu (DSCI_532_GROUP19).

Interested in contributing? Check out the contributing guidelines.

Please note that this project is released with a Code of Conduct. By contributing to this project, you agree to abide by its terms.

This dashboard was created by Artan Zandian, Joshua Sia, Siqi Tao, Wenjia Zhu (DSCI_532_GROUP19). It is licensed under the terms of the MIT license.