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data.txt
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data:
- gdp_and_labour_distribution.xlsx
type: table
description: contains a collection for data tables used for the assignment
- tables
Notes
contains downloaded notes from World Bank's classification of economies data
Series - Metadata
contains description of each indicator of the dataset downloaded from World Bank Databank
List of Economies - Raw Data
World Bank's classification of economies dataset
Labour Distribution - Raw Data
dataset downloaded from World Bank Databank. It contains population, labour, and gdp data for 162 for 15 years (2005 - 2019)
LoE
cleaned and formatted "List of Economies - Raw Data" table. Used in Tableau dashboard
LD
cleaned and formatted "Labour Distribution - Raw Data" table. Used in Tableau dashboard
MIC
contains data of 70 randomly selected countries distributed between lower middle-income and upper middle-income. Used in R analysis
Missing Values Replacement
contains computed descriptive analysis for indicators with unrecorded/missing values. The descriptive analysis was done with Excel
- labour_distribution.twb
type: tableau file
description: contains worksheets, dashboards and story sheet used for the assignment
- base.R
type: R script
description: contains reusable functions used for the R analysis. Also includes a one time definition for dataset (which imports the MIC table) which is reused across the other R files.
- descriptive_statistical_analysis.R
type: R script
description: contains descriptive statistical analysis (mean, median, skewness, kurtosis) performed on middle-income countries using selected variables(employment_to_population_ratio, labour_participation_rate, unemployment, and annual_gdp_growth).
- correlation_analysis.R
type: R script
description: contains correlation analysis performed selected variables in the MIC table
- regression_analysis.R
type: R script
description: contains regression_analysis analysis performed on labour_participation_rate variable in the MIC tables
- time_series_analysis.R
type: R script
description: contains time series analysis performed on labour_participation_rate variable in the MIC table. Also includes a forecast analysis for six years