Please download and import the data from the HW$1.$csv$.$ Please do the following work:

Import the data from the data file. Label your LastNameData$1$ as the dataframe name. For example, TuData$1$ might used by Dr$.$Tu for this purpose. Show the first $6$ rows of the dataframe.

Show the shape$/$dimension of the dataframe.

Please do the following data queries:

a$)$ Filter and Show the data where worktenure $==10$

b$)$ Filter and Show the data where worktenure $>10$

c$)$ Select and Show the column job only

d$)$ Select and Show the sub$-$data where applications$=2$

Please use $\%>\%$ to do the following data queries:

a$)$ Filter and Show the data where worktenure $=10$

b$)$ Filter and Show the data where worktenure $>10$

c$)$ Select and Show the column job only

d$)$ Select and Show the sub$-$data where applications$=2$

Encode the column "approve" into "approval" as $0$s and $1$s$.$

Show the # of approvals out of all the applicants, and the total approval rate.

Calculate the approval rate by the number of applications. Show the top $10$ records.

Calculate the approval rate by the family size. Show the records.

Note: How to prepare for your submission? You need to use the R outcomes as your responses to each question. Please answer the questions one by one.

After you finish answering all the questions, please copy and paste your $R$ scripts to the end of this word file.

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