Learn R Programming

ExPanDaR (version 0.5.3)

Explore Your Data Interactively

Description

Provides a shiny-based front end (the 'ExPanD' app) and a set of functions for exploratory data analysis. Run as a web-based app, 'ExPanD' enables users to assess the robustness of empirical evidence without providing them access to the underlying data. You can export a notebook containing the analysis of 'ExPanD' and/or use the functions of the package to support your exploratory data analysis workflow. Refer to the vignettes of the package for more information on how to use 'ExPanD' and/or the functions of this package.

Copy Link

Version

Install

install.packages('ExPanDaR')

Monthly Downloads

293

Version

0.5.3

License

MIT + file LICENSE

Maintainer

Joachim Gassen

Last Published

December 6th, 2020

Functions in ExPanDaR (0.5.3)

ExPanD_config_worldbank

Default Configuration to Use with ExPanD and the worldbank Data Set
prepare_correlation_graph

Prepares a Correlation Graph
prepare_correlation_table

Prepares a Correlation Table
prepare_by_group_bar_graph

Prepares a by Group Bar Graph
ExPanDaR

ExPanDaR: Explore Panel Data with R
prepare_descriptive_table

Prepares a Table of Descriptive Statistics
prepare_by_group_violin_graph

Prepares a by Group Violin Graph
ExPanD

Explore Your Data (ExPanD)
treat_outliers

Treats Outliers in Numerical Data
ExPanD_config_russell_3000

Default Configuration to use with ExPanD and the Russell 3000 Data Set
russell_3000

Annual Financial Accounting and Stock Return Data for a Sample of Russell 3000 Firms (2013-2016)
worldbank

A Snapshot of Macroeconomic Data as Provided by the World Bank API (1960 - 2018)
prepare_regression_table

Prepares a Regression Table
prepare_quantile_trend_graph

Prepares a Quantile Trend Graph
worldbank_data_def

Data Definitions for worldbank Data Set
prepare_trend_graph

Prepares a Trend Graph
russell_3000_data_def

Data Definitions for russell_3000 Data Set
worldbank_var_def

Variable Definitions to Construct an Analysis Sample Based on the worldbank Data Set
prepare_scatter_plot

Prepares a Scatter Plot
prepare_missing_values_graph

Prepares a Graph Displaying Missing Values in Panel Data
prepare_by_group_trend_graph

Prepares a By Group Trend Graph
prepare_ext_obs_table

Prepares a Table Displaying Extreme Observations