Merge pull request #3 from 20230821-20231128-BI2-BBIT4-2/NickBwalley

Nick bwalley #PR1

Author: Sashy21

Lab2b-ExploratoryDataAnalysisForQualitativeData.R

@@ -28,7 +28,8 @@
 # "renv" It can be installed as follows:
 # if (!is.element("renv", installed.packages()[, 1])) {
 # install.packages("renv", dependencies = TRUE,
-#repos = "https://cloud.r-project.org") # nolint
+# repos = "https://cloud.r-project.org") # nolint
+
 # }
 # require("renv") # nolint
 
@@ -665,6 +666,11 @@ write.csv(evaluation_likes_and_wishes,
 #   (iv) using algorithms to identify themes and quantify subjective
 #        information.
 
+
+# TODO: Read the text for stemming and lemmatization and then you can apply
+# the logic to be able to apply this in this context 
+
+
 # Tokenization is the process of breaking out text into smaller meaningful
 # units called tokens.
 
@@ -687,8 +693,10 @@ write.csv(evaluation_likes_and_wishes,
 # analysis tasks because they are frequently used in the language and do not
 # carry significant meaning on their own.
 # Examples of stopwords in English include:
+View(stop_words) # comes automatically why you install {tidytext}
 # "the," "and," "is," "in," "it," "of," "to," "for," and "with."
 
+
 # Additional examples can be seen here:
 head(sample(stop_words$word, 20), 20)
 

markdown/Lab2b-Submission-EDA-Qual-Markdown.Rmd

@@ -453,8 +453,6 @@ Next, we display the quartiles for each numeric variable[*... think of this proc
 ```{r Your Fifth Code Chunk}
 summary(student_performance_dataset)
 ```
-
-# \<You can Provide Another Appropriate Title Here if you wish\>
 ## Data Manipulation
 The dplyr package allows to create a subset of the data and provides a set of verbs to help solve data manipulation challenges. These verbs include: mutate, filter, group_by, select,summarize and arrange.More documentation on dplyr can be found here: <https://cran.r-project.org/package=dplyr> or <https://github.com/tidyverse/dplyr>
 
@@ -1321,3 +1319,4 @@ Wickham, H., Vaughan, D., Girlich, M., Ushey, K., Posit, & PBC. (2023). tidyr: T
 Zhu  [aut, H., cre, Travison, T., Tsai, T., Beasley, W., Xie, Y., Yu, G., Laurent, S., Shepherd, R., Sidi, Y., Salzer, B., Gui, G., Fan, Y., Murdoch, D., & Evans, B. (2021). kableExtra: Construct Complex Table with ‘kable’ and Pipe Syntax (1.3.4) [Computer software]. https://cran.r-project.org/package=kableExtra 
 
 **etc.** as per the lab submission requirements. Be neat and communicate in a clear and logical manner.
+