To determine the suitable Labels for recommendation system by a dataset of SAT$+$ACT scores to determine bar for Placement Tests

Deliverables:$$Submit THE SOURCE CODE AND the screenshots of the EXECUTIONS $($OF VARIOUS TYPES OF INPUTS$)$ OF YOUR PROGRAM.$$ Dataset files shall be included.$$For academic integrity, never miss$$citations of the sources$($or URL$)$on which your work is based! If this is teamwork, give the$$list of teammate$$names$,$ still with citations.$$

Problem description:$$

Given$$the dataset file in Excel, namely$$Fall $2015-$ Summer $2022$ ENG & MATH Course Grades w Test Scores $-11-10-22,$ in the attached,$$determine your label$($s$),$ your goal for what to analyze, and explain what the model can predict.$$

Write SQL

to create the tables, use queries to do DATA ANALYTICS of the tables to get the conclusions about what you have analyzed.

$1)$ Understand and clean the dataset.

Use the dataset for the following tasks:

$2)$ Give SQL code to analyze the data.

$5)$ Data Visualization of each analysis. Give the graphs and concluding remarks about the analysis results and performance of the models.$$

The attached file, namely$($Chen$)$Fall $2015-$ Summer $2022$ ENG & MATH Course Grades w Test Scores $-11-29-22,$is just a hint for some possible$$Data Visualization of each analysis.

Your work shall be better than it and implemented in SQL$.$