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© Stefano Grazioli - Ask for permission for using/quoting: Operations, BI & Analytics
Primary key: a unique identifier used to retrieve the record One Many manages has
manages has Bruce Wayne, Gotham, NY
Insert into Customer (c_id, f_name, l_name, city, state) values (7759, 'Bruce', 'Wayne', 'Gotham', 'NY')
manages has Bruce Wayne, Gotham, NY C_id = 7759
Insert into insurance_plan (c_id, coverage, premimum) values (7759, , 500)
manages has Bruce Wayne, Cville, VA
Update customer set city = ‘Charlottesville', state = ‘VA' where c_id = 7759
manages has Bruce Wayne, C_id 7759 L_id = 1070 $10,000,000 4% Due Dec 31 Barbara Goodhue Lo_id 16
Insert into loan (l_id, principal, rate, date_due, lo_id) Values (1070, , '12/31/2016', 16) Insert into customer_in_loan (c_id, l_id) values (7759, 1070)
Directly related to business operations Single customer, single contract, deal, service… Often INSERTs Small amount of data Large numbers of fast, simple queries
manages has
select customer.state, sum(coverage) from customer, insurance_plan where customer.c_id = insurance_plan.c_id group by customer.state
manages has
select top 3 customer.c_id, customer.l_name, sum(loan.principal) from customer, customer_in_loan, loan where customer.c_id = customer_in_loan.c_id and customer_in_loan.l_id = loan.l_id group by customer.c_id, customer.l_name order by sum(loan.principal) desc
manages has
select customer.city, avg(loan.rate) from customer, customer_in_loan, loan where customer.c_id = customer_in_loan.c_id and customer_in_loan.l_id = loan.l_id group by customer.city order by avg(loan.rate) desc
Relate to decision making more than business operations Aggregate customers, contracts, deals, services… Mostly Selects, often Joins Larger amount of data Small number of larger, complex queries
manages has
n/a
Questions relate to decision making, more than business operations SQL provides the input data, but is not sufficient Analytics require additional software (SPSS, SAS, R, Data miner…) More similar to BI queries than operational queries.
Transactions / Operations Real time, individual, action Business intelligence Analytics Historical, aggregate, decision Orders Customers Product s Data Warehouse Extract Clean Transform Load Query Report Analyze Visualize Technical consultants Data scientists Business consultants Data scientists Managers & Decision makers
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