Highlights
Task:
Context
Each row in CPR.csv corresponds to University data for a given academic year. Assume that this data was collected by the United States Department of Education over 10 academic years (2010 — 2019) to better understand the variability in higher education completion rate (CPR) across 120 Universities, and the factors influencing the completion rate.
Relevant information about data variables is given below: YEAR: Academic year INSTNM: Institute name CITY, STATE, COUNTRY: City, State where University is located in United States INST_TYPE: Type of Institution — Public or Private NT_TUT_REV: Net Tuition Revenue per student (5) INST_EXP: Instructional expenditure per student (5) AVG_FAC_SAL: Average faculty salary per month ($) TS: Total students enrolled in the academic year TS_MEN: Percentage of total students enrolled - Men TS_WOM: Percentage of total students enrolled - Women TS_MAR: Percentage of total students enrolled - married TS_DPEN: Percentage of total students enrolled - dependent TS_VET: Percentage of total students enrolled veteran TS PT: Percentage of total students who study part time ST_FI_LO: Percentage of students whose family income is in the range 50-$30,000 ST_FI_Ml: Percentage of students whose family income is in the range $30,001-548,000 ST_FI_M2: Percentage of students whose family income is in the range $48,001-$75,000 ST_FI_Hl: Percentage of students whose family income is in the range $75,001-5110,000 ST_FI_H2: Percentage of students whose family income is 5110,001+ HL_ED_MS: Percentage of students whose arents' hi hest level of education is middle school
Task
As a Data Analyst working for the Department of Education, you are required to create the following data visualizations:
1. A visualization (preferably a map) that shows TS and CPR for all 120 universities. [10)
2. A visualization that answers the following questions:
• Is there a relationship between INST_EXP and CPR?
• Is there a relationship between AVG_FAC_SAL and CPR?
• Is there a relationship between gender ratio and CPR?
• Is there a relationship between TS_PT and CPR? You are required to demonstrate an application of string parameters in this visualization.
3. A visualization that explores the relationship between student cohort's family income and CPR. [10]
4. A visualization that explores the relationship between student cohort's parents' education and CPR. [10]
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