YSY의 데이터분석 블로그

DATASET QUERY DROP TABLE IF EXISTS mst_users_with_dates; CREATE TABLE mst_users_with_dates ( user_id varchar(255) , register_stamp varchar(255) , birth_date varchar(255) ); INSERT INTO mst_users_with_dates VALUES ('U001', '2020-02-28 10:00:00', '2000-02-29') , ('U002', '2020-02-29 10:00:00', '1992-03-29') , ('U003', '2020-03-01 10:00:00', '2002-01-29') , ('U004', '2020-03-01 11:00:00', '1988-08-..

선택도와 카디널리티 1. 선택도 : 조건절에 의해 선택되는 레코드 비율 선택도 = 1 / NDV(컬럼 값 종류 개수) 카디널리티 : 전체 레코드 중 조건절에 의해 선택되는 레코드 수 카디널리티 = 총 로우 수 * 선택도 = 총 로우 수 / NDV 옵티마이저는 카디널리티를 구하고, 데이터를 액세스하는데 드는 비용을 계산해서 데이블 액세스 방식, 조인순서, 조인방식 등을 결정 선택도를 제대로 계산하는 것이 중요 통계정보 테이블 통계 인덱스 통계 컬럼 통계 : 테이블 통계 수집할 때 함께 수집. '=' 조건에 대한 선택도는 데이터 분포가 균일하지 않은 컬럼에서는 잘못 산출될 수 있기 때문에 옵티마이저는 일반적인 컬럼통계 외에 히스토그램을 추가로 활용 시스템 통계 : 애플리케이션 및 하드웨어 성능 특성 측정 C..

www.hackerrank.com/challenges/15-days-of-learning-sql/problem 15 Days of Learning SQL | HackerRank find users who submitted a query every day. www.hackerrank.com Julia conducted a days of learning SQL contest. The start date of the contest was March 01, 2016 and the end date was March 15, 2016. Write a query to print total number of unique hackers who made at least submission each day (starting ..

Samantha interviews many candidates from different colleges using coding challenges and contests. Write a query to print the contest_id, hacker_id, name, and the sums of total_submissions, total_accepted_submissions, total_views, and total_unique_views for each contest sorted by contest_id. Exclude the contest from the result if all four sums are 0. Note: A specific contest can be used to screen..

www.hackerrank.com/challenges/symmetric-pairs/problem Symmetric Pairs | HackerRank Write a query to output all symmetric pairs in ascending order by the value of X. www.hackerrank.com You are given a table, Functions, containing two columns: X and Y. Two pairs (X1, Y1) and (X2, Y2) are said to be symmetric pairs if X1 = Y2 and X2 = Y1. Write a query to output all such symmetric pairs in ascendin..

www.hackerrank.com/challenges/placements/problem Placements | HackerRank Write a query to output the names of those students whose best friends got offered a higher salary than them. www.hackerrank.com You are given three tables: Students, Friends and Packages. Students contains two columns: ID and Name. Friends contains two columns: ID and Friend_ID (ID of the ONLY best friend). Packages contai..

www.hackerrank.com/challenges/sql-projects/problem SQL Project Planning | HackerRank Write a query to output the start and end dates of projects listed by the number of days it took to complete the project in ascending order. www.hackerrank.com You are given a table, Projects, containing three columns: Task_ID, Start_Date and End_Date. It is guaranteed that the difference between the End_Date an..

www.hackerrank.com/challenges/contest-leaderboard/problem Contest Leaderboard | HackerRank Generate the contest leaderboard. www.hackerrank.com You did such a great job helping Julia with her last coding contest challenge that she wants you to work on this one, too! The total score of a hacker is the sum of their maximum scores for all of the challenges. Write a query to print the hacker_id, nam..