Macroeconomic Analysis: Investigating Inflation Trend with R

سرفصل های دوره

Exploring inflation trend with R, forecasting future inflation based on historical data, and visualising inflation data

1. Introduction

1. Introduction to the Course

2.1 Data Analysis with R.pptx

2. Highlight of the Course

3. Whom This Course is Intended for

2. Tools, IDE, and Datasets

1. Tools, IDE, and Datasets

3. Introduction to R Programming Language

1. Introduction to R

4. Introduction to Macroeconomics & Inflation

1.1 inflation example.zip

1. Introduction to Macroeconomics & Inflation

5. Calculating Inflation & Interest Rate

1.1 calculating inflation rate.zip

1. Calculating Inflation Rate

2.1 calculating interest rate.zip

2. Calculating Interest Rate

6. How High Interest Rate Impacts the Market

1. How High Interest Rate Impacts the Market

7. Installing & Setting Up R Studio IDE

1.1 R Studio.html

1. Installing R Studio

2.1 R Studio Cloud.html

2. Setting Up R Studio Cloud

8. Downloading Inflation Datasets From Kaggle

1.1 Kaggle.html

1. Downloading Inflation Datasets From Kaggle

9. Analysing & Visualising Dataset 1 Global Inflation

1.1 Global Dataset of Inflation.csv

1. Importing Global Inflation Dataset

2.1 dataset1summary.zip

2. Quick Overview of Dataset 1

3.1 countrieswithhighestinflationrate.zip

3. Finding Countries with Highest Inflation Rates

4.1 inflationdatavisualization.zip

4. Visualising Inflation Data with Scatter Plot

5.1 2008economiccrisisinvestigation.zip

5. Investigating Inflation Trend in 2008 Economic Crisis

6.1 comparinginflationbetweentwocountries.zip

6. Comparing Inflation Between Two Countries

7.1 inflationforecast.zip

7. Forecasting Future Inflation Based on Historical Data

10. Analysing & Visualising Dataset 2 Inflation Interest Unemployment Rate Dataset

1.1 inflation interest unemployment.csv

1. Importing Inflation Interest Unemployment Rate Dataset

2.1 dataset2summary.zip

2. Quick Overview of Dataset 2

3.1 datacleaning.zip

3. Cleaning Data & Removing NA Values

4.1 correlationbetweeninflation&interestrate.zip

4. Finding Correlation Between Inflation & Interest Rate

5.1 inflationvsinterestratescatterplot.zip

5. Visualising Correlation Between Inflation & Interest Rate with Scatter Plot

6.1 correlationbetweeninflation&unemploymentrate.zip

6. Finding Correlation Between Inflation & Unemployment Rate

7.1 inflationvsunemploymentratescatterplot.zip

7. Visualising Correlation Between Inflation & Unemployment Rate with Scatter Plot

11. Solutions to Lower Inflation Rate

1.1 Government Spending vs Inflation.html

1. Solutions to Lower Inflation Rate

12. Conclusion & Summary

1. Conclusion & Summary

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تولید کننده: Udemy