Question: Identify the normalization/redundancy issues and then update the tables to resolve the issue. Primary Keys(PK) and Foreign(FK) Keys have been identified Table 1: Majors List

Identify the normalization/redundancy issues and then update the tables to resolve the issue. Primary Keys(PK) and Foreign(FK) Keys have been identified

Table 1: Majors List

FOD1P(PK) Major(PK) Major Category
1100 Accounting

Business

1200 Business Economics Business
2400 Chemical Engineering Engineering
2500 Civil Engineering Engineering

No repeating values for both FODIP and Major so they are Primary Keys.

Table 2: Grad_students

Major_code(PK) Major(PK) Major_category Grad_total Grad_employed Grad_full_time Grad_unemployed Grad_unemployment_rate
1100 Accounting Business 44306 37555 28340 2304 0.08
1200 Business Economics Business
30210
22935 19467 1239 0.05
2400 Chemical Engineering Engineering 168136 124544 106097 4977 0.04
2500 Civil Engineering Engineering 213123 2334 23324 354 0.04

No repeating values for both Major code and Major so they are Primary Keys

Major_code Primary Key; Foreign Key reference FODIP in Majors_list table

Major Primary Key; Foreign Key reference Major in Majors_list table

Table 3: Women STEM

Rank(PK) Major_code(PK) Major(PK) Major_category Total Men Women Share_women Median
1 2419 Petroleum Engineering Engineering 2339 2057 282 0.120 1100000
2 2416 Mineral Engineering Engineering 756 679 77 0.101 75000
3 5001 Astronomy Physical Sciences 1792 832 960 0.53 60000

No repeating values for Rank, Major_code and Major so they are Primary Keys

Rank Primary Key; integer(2)

Major_code Primary Key; integer(4); Foreign Key references FOD1P in majors_list table

Major Primary Key; varchar(100); Foreign Key references major in majors_list table

Table 4: Recent Grads

Rank Major_code Major Major_category Employed Full_time Part_time Unemployed Median college_jobs Non_college_jobs Low_wage_jobs
1 2419 Petroleum Engineering Engineering 1976 1849 270 37 110000 1534 264 193
2 2416 Mineral Engineering Engineering 640 556 170 85 75000 350 257 0
3 6200 Actural Science Business 2912 2924 296 408 75000 1768 314 259

No repeating values for Rank, Major_code and Major so they are Primary Keys

Rank Primary Key; integer(2)

Major_code Primary Key; integer(4); Foreign Key references FOD1P in majors_list table

Major Primary Key; varchar(100); Foreign Key references major in majors_list table

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