Clarity, and accuracy changes for tableau 1

Author: jwoolbright23

content/tableau-part-one/exercises/_index.md

@@ -17,7 +17,7 @@ As you work on each of your sheets, think about a descriptive name that you woul
 
 ### Sheet 1: Total of Movies vs TV Shows
 
-The first worksheet will contain a a total count of Movies and TV Shows. We will display this information in a horiztonal bar chart.
+The first worksheet will contain a a total count of Movies and TV Shows. We will display this information in a horizontal bar chart.
 
 1. Drag and drop the `Show Id` pill into the `Columns` shelf.
     - Convert it to a measure of `Count`

content/tableau-part-one/reading/data-source/_index.md

@@ -59,9 +59,9 @@ We will use the [Netflix and TV Shows dataset](https://www.kaggle.com/datasets/s
 
 {{% resources style="blue" title=".CSV Data" /%}}
 
-One you have downloaded the `netflix_titles.csv` file, click on the `Data` tab in the top left corner and select `New Data Source` within your Tableau workbook. 
+One you have downloaded the `netflix_titles.csv` file, click on the `Data` tab in the top left corner and select `New Data Source` within your Tableau workbook.
 
-Click on the `Upload from computer` button and navigate to the `netflix_tites.csv` file on your machine (probably in your downloads folder), and import the file.
+Click on the `Upload from computer` button and navigate to the `netflix_titles.csv` file on your machine (probably in your downloads folder), and import the file.
 
 Once you have imported the spreadsheet, click on the `Sheet 1` tab in the bottom left-hand corner to create a new sheet from the data source.
 
@@ -83,12 +83,12 @@ As you are adding and removing fields and tables from the `Columns`, `Rows`, or
 
 {{% notice green Question "rocket" %}}
 What role is typically assigned to qualitative values?
-<!-- Solution: Measures -->
+<!-- Solution: Dimension -->
 {{% /notice %}}
 
 {{% notice green Question "rocket" %}}
 What role is typically assigned to quantitative values?
-<!-- Solution: Dimension -->
+<!-- Solution: Measure -->
 {{% /notice %}}
 
 {{% notice green Question "rocket" %}}

content/tableau-part-one/reading/intro-to-vis/_index.md

@@ -25,7 +25,7 @@ Throughout the following readings we will cover the following:
 
 1. Navigating a Tableau public workspace
 1. Connecting to a data source
-1. Understandng how Tableau interprets data
+1. Understanding how Tableau interprets data
 1. Building your very first chart!