Importing Common Data File Formats: R 4 Playbook

سرفصل های دوره

Whether the common CSV or Excel file, or files from specialized statistical applications, R allows you to import data from a variety of sources. This course will show you how to import data from a variety of formats into R for further analysis.

1. Course Overview

1. Course Overview

2. Importing Data from Diverse Sources

1. Version Check

2. Overview

3. Understanding the Data

4. Importing Data with read.table()

5. Demo - Importing Data with Base R

6. Summary

3. Importing Data from Microsoft Excel

1. Overview

2. Working with Packages

3. Introducing XLConnect

4. Demo - Importing Data with XLConnect

5. Introducing readxl

6. Demo - Importing Data with readxl

7. Summary

4. Refining the Microsoft Excel Import

1. Overview

2. Working with Worksheets

3. Importing Data with readxl

4. Limiting Rows and Columns

5. Demo - Refining the Excel Import

6. Summary

5. Formatting the Microsoft Excel Import

1. Overview

2. Naming Columns

3. Assigning Data Types

4. Handling Missing Values

5. Demo - Formatting the Excel Import

6. Summary

6. Importing Data from SAS

1. Overview

2. Importing Data Using sas7bdat

3. Importing Data Using haven

4. Limiting Rows and Columns

5. Demo - Importing SAS Data Using haven

6. Summary

7. Importing Data from Other Statistical Software

1. Overview

2. Importing Data from Minitab

3. Importing Data from Stata

4. Limiting Rows and Columns

5. Demo - Importing Stata Data Using haven

6. Summary

8. Importing Data from R

1. Overview

2. Working with an RDA File

3. Creating Singular Objects

4. Demo - Working with an RDA File

5. Summary

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تولید کننده: PluralSight