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Instagram Portfolio Project.sql
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USE instagram;
drop table users;
/*Users*/
CREATE TABLE users(
id INT AUTO_INCREMENT UNIQUE PRIMARY KEY,
username VARCHAR(255) NOT NULL,
created_at TIMESTAMP DEFAULT NOW()
);
drop table photos;
/*Photos*/
CREATE TABLE photos(
id INT AUTO_INCREMENT PRIMARY KEY,
image_url VARCHAR(355) NOT NULL,
user_id INT NOT NULL,
created_at TIMESTAMP DEFAULT NOW(),
FOREIGN KEY(user_id) REFERENCES users(id)
);
drop table comments;
/*Comments*/
CREATE TABLE comments(
id INT AUTO_INCREMENT PRIMARY KEY,
comment_text VARCHAR(255) NOT NULL,
user_id INT NOT NULL,
photo_id INT NOT NULL,
created_at TIMESTAMP DEFAULT NOW(),
FOREIGN KEY(user_id) REFERENCES users(id),
FOREIGN KEY(photo_id) REFERENCES photos(id)
);
drop table likes;
/*Likes*/
CREATE TABLE likes(
user_id INT NOT NULL,
photo_id INT NOT NULL,
created_at TIMESTAMP DEFAULT NOW(),
FOREIGN KEY(user_id) REFERENCES users(id),
FOREIGN KEY(photo_id) REFERENCES photos(id),
PRIMARY KEY(user_id,photo_id)
);
drop table followers;
/*follows*/
CREATE TABLE followers(
follower_id INT NOT NULL,
followee_id INT NOT NULL,
created_at TIMESTAMP DEFAULT NOW(),
FOREIGN KEY (follower_id) REFERENCES users(id),
FOREIGN KEY (followee_id) REFERENCES users(id),
PRIMARY KEY(follower_id,followee_id)
);
drop table tags;
/*Tags*/
CREATE TABLE tags(
id INTEGER AUTO_INCREMENT PRIMARY KEY,
tag_name VARCHAR(255) UNIQUE NOT NULL,
created_at TIMESTAMP DEFAULT NOW()
);
drop table photo_tags;
/*junction table: Photos - Tags*/
CREATE TABLE photo_tags(
photo_id INT NOT NULL,
tag_id INT NOT NULL,
FOREIGN KEY(photo_id) REFERENCES photos(id),
FOREIGN KEY(tag_id) REFERENCES tags(id),
PRIMARY KEY(photo_id,tag_id)
);
INSERT INTO users (username, created_at) VALUES ('Kenton_Kirlin', '2017-02-16 18:22:10.846'), ('Andre_Purdy85', '2017-04-02 17:11:21.417'), ('Harley_Lind18', '2017-02-21 11:12:32.574'), ('Arely_Bogan63', '2016-08-13 01:28:43.085'), ('Aniya_Hackett', '2016-12-07 01:04:39.298'), ('Travon.Waters', '2017-04-30 13:26:14.496'), ('Kasandra_Homenick', '2016-12-12 06:50:07.996'), ('Tabitha_Schamberger11', '2016-08-20 02:19:45.512'), ('Gus93', '2016-06-24 19:36:30.978'), ('Presley_McClure', '2016-08-07 16:25:48.561'), ('Justina.Gaylord27', '2017-05-04 16:32:15.577'), ('Dereck65', '2017-01-19 01:34:14.296'), ('Alexandro35', '2017-03-29 17:09:02.344'), ('Jaclyn81', '2017-02-06 23:29:16.394'), ('Billy52', '2016-10-05 14:10:20.453'), ('Annalise.McKenzie16', '2016-08-02 21:32:45.646'), ('Norbert_Carroll35', '2017-02-06 22:05:43.425'), ('Odessa2', '2016-10-21 18:16:56.390'), ('Hailee26', '2017-04-29 18:53:39.650'), ('Delpha.Kihn', '2016-08-31 02:42:30.288'), ('Rocio33', '2017-01-23 11:51:15.467'), ('Kenneth64', '2016-12-27 09:48:17.380'), ('Eveline95', '2017-01-23 23:14:18.569'), ('Maxwell.Halvorson', '2017-04-18 02:32:43.597'), ('Tierra.Trantow', '2016-10-03 12:49:20.774'), ('Josianne.Friesen', '2016-06-07 12:47:00.703'), ('Darwin29', '2017-03-18 03:10:07.047'), ('Dario77', '2016-08-18 07:15:02.823'), ('Jaime53', '2016-09-11 18:51:56.965'), ('Kaley9', '2016-09-23 21:24:20.222'), ('Aiyana_Hoeger', '2016-09-29 20:28:12.457'), ('Irwin.Larson', '2016-08-26 19:36:22.199'), ('Yvette.Gottlieb91', '2016-11-14 12:32:01.405'), ('Pearl7', '2016-07-08 21:42:00.982'), ('Lennie_Hartmann40', '2017-03-30 03:25:21.937'), ('Ollie_Ledner37', '2016-08-04 15:42:20.322'), ('Yazmin_Mills95', '2016-07-27 00:56:44.310'), ('Jordyn.Jacobson2', '2016-05-14 07:56:25.835'), ('Kelsi26', '2016-06-08 17:48:08.478'), ('Rafael.Hickle2', '2016-05-19 09:51:25.779'), ('Mckenna17', '2016-07-17 17:25:44.855'), ('Maya.Farrell', '2016-12-11 18:04:45.344'), ('Janet.Armstrong', '2016-10-06 07:57:44.491'), ('Seth46', '2016-07-07 11:40:26.557'), ('David.Osinski47', '2017-02-05 21:23:37.392'), ('Malinda_Streich', '2016-07-09 21:37:07.610'), ('Harrison.Beatty50', '2016-09-02 03:48:38.340'), ('Granville_Kutch', '2016-06-26 03:10:22.202'), ('Morgan.Kassulke', '2016-10-30 12:42:31.387'), ('Gerard79', '2016-08-23 19:47:44.102'), ('Mariano_Koch3', '2017-04-17 14:14:45.662'), ('Zack_Kemmer93', '2017-01-01 05:58:22.276'), ('Linnea59', '2017-02-07 07:49:33.830'), ('Duane60', '2016-12-21 04:43:37.761'), ('Meggie_Doyle', '2017-04-04 12:17:33.931'), ('Peter.Stehr0', '2016-08-22 18:05:42.167'), ('Julien_Schmidt', '2017-02-02 23:12:48.451'), ('Aurelie71', '2016-05-31 06:20:56.909'), ('Cesar93', '2016-10-18 16:42:43.220'), ('Sam52', '2017-03-30 22:03:45.159'), ('Jayson65', '2016-10-14 19:10:52.564'), ('Ressie_Stanton46', '2016-12-20 15:09:08.721'), ('Elenor88', '2016-05-08 01:30:40.677'), ('Florence99', '2016-10-06 23:08:30.626'), ('Adelle96', '2016-10-01 00:37:57.429'), ('Mike.Auer39', '2016-07-01 17:36:14.714'), ('Emilio_Bernier52', '2016-05-06 13:04:29.960'), ('Franco_Keebler64', '2016-11-13 20:09:26.855'), ('Karley_Bosco', '2016-06-24 23:38:52.138'), ('Erick5', '2017-04-05 23:44:47.060'), ('Nia_Haag', '2016-05-14 15:38:50.230'), ('Kathryn80', '2016-10-11 09:01:56.764'), ('Jaylan.Lakin', '2016-06-10 23:58:52.210'), ('Hulda.Macejkovic', '2017-01-25 17:17:27.717'), ('Leslie67', '2016-09-21 05:14:01.207'), ('Janelle.Nikolaus81', '2016-07-21 09:26:09.466'), ('Donald.Fritsch', '2017-01-07 10:05:41.165'), ('Colten.Harris76', '2016-10-10 02:38:52.941'), ('Katarina.Dibbert', '2016-11-03 13:14:10.647'), ('Darby_Herzog', '2016-05-06 00:14:21.191'), ('Esther.Zulauf61', '2017-01-14 17:02:33.511'), ('Aracely.Johnston98', '2016-07-25 18:49:09.996'), ('Bartholome.Bernhard', '2016-11-06 02:31:23.463'), ('Alysa22', '2017-01-01 17:44:42.980'), ('Milford_Gleichner42', '2017-04-30 07:50:51.280'), ('Delfina_VonRueden68', '2017-03-21 12:02:14.358'), ('Rick29', '2017-02-24 11:25:08.160'), ('Clint27', '2016-06-02 21:40:09.555'), ('Jessyca_West', '2016-09-14 23:47:04.780'), ('Esmeralda.Mraz57', '2017-03-03 11:52:27.469'), ('Bethany20', '2016-06-03 23:31:53.322'), ('Frederik_Rice', '2016-07-06 21:56:28.654'), ('Willie_Leuschke', '2017-02-15 01:40:53.310'), ('Damon35', '2016-10-31 14:44:27.239'), ('Nicole71', '2016-05-09 17:30:22.371'), ('Keenan.Schamberger60', '2016-08-28 14:57:28.221'), ('Tomas.Beatty93', '2017-02-11 11:38:55.026'), ('Imani_Nicolas17', '2017-01-31 22:59:34.108'), ('Alek_Watsica', '2016-12-10 07:43:58.083'), ('Javonte83', '2017-03-27 22:06:37.433');
INSERT INTO photos(image_url, user_id) VALUES ('http://elijah.biz', 1), ('https://shanon.org', 1), ('http://vicky.biz', 1), ('http://oleta.net', 1), ('https://jennings.biz', 1), ('https://quinn.biz', 2), ('https://selina.name', 2), ('http://malvina.org', 2), ('https://branson.biz', 2), ('https://elenor.name', 3), ('https://marcelino.com', 3), ('http://felicity.name', 3), ('https://fred.com', 3), ('https://gerhard.biz', 4), ('https://sherwood.net', 4), ('https://maudie.org', 4), ('http://annamae.name', 6), ('https://mac.org', 6), ('http://miracle.info', 6), ('http://emmet.com', 6), ('https://lisa.com', 6), ('https://brooklyn.name', 8), ('http://madison.net', 8), ('http://annie.name', 8), ('http://darron.info', 8), ('http://saige.com', 9), ('https://reece.net', 9), ('http://vance.org', 9), ('http://ignacio.net', 9), ('http://kenny.com', 10), ('http://remington.name', 10), ('http://kurtis.info', 10), ('https://alisha.com', 11), ('https://henderson.com', 11), ('http://bonnie.info', 11), ('http://kennith.net', 11), ('http://camille.name', 11), ('http://alena.net', 12), ('http://ralph.name', 12), ('https://tyshawn.com', 12), ('https://adella.net', 12), ('https://cielo.info', 13), ('https://easter.net', 13), ('http://golden.org', 13), ('http://kendall.biz', 13), ('https://glenda.info', 13), ('http://dominic.biz', 15), ('http://tressie.info', 15), ('http://estevan.org', 15), ('http://zena.com', 15), ('https://abagail.com', 16), ('https://hershel.com', 16), ('http://collin.com', 16), ('https://clair.com', 16), ('https://deondre.com', 17), ('http://tristin.name', 17), ('http://kirk.org', 17), ('https://modesta.info', 18), ('http://rylan.biz', 19), ('https://noemie.com', 19), ('https://dejon.name', 20), ('https://rigoberto.net', 22), ('http://megane.biz', 23), ('http://emmalee.org', 23), ('http://nathan.net', 23), ('http://lionel.net', 23), ('http://danyka.net', 23), ('https://woodrow.com', 23), ('http://harvey.info', 23), ('http://aiden.org', 23), ('https://tito.name', 23), ('https://julian.net', 23), ('https://mafalda.org', 23), ('http://verner.org', 23), ('https://elmore.org', 26), ('http://kasandra.com', 26), ('https://jarret.info', 26), ('http://einar.net', 26), ('http://terry.info', 26), ('https://holden.com', 27), ('https://jacinto.org', 28), ('https://geoffrey.info', 28), ('http://paxton.com', 28), ('https://trinity.biz', 28), ('http://fabiola.org', 29), ('https://bryce.org', 29), ('http://emery.net', 29), ('https://marian.biz', 29), ('https://kennedi.org', 29), ('https://fanny.net', 29), ('http://lottie.net', 29), ('http://lacy.biz', 29), ('https://jensen.name', 30), ('http://virginia.org', 30), ('https://ariel.net', 31), ('http://roger.info', 32), ('https://carolanne.com', 32), ('https://margarita.info', 32), ('https://kayden.biz', 32), ('https://brook.com', 33), ('https://gust.net', 33), ('http://bridie.name', 33), ('http://barton.name', 33), ('https://karina.biz', 33), ('https://mariam.com', 35), ('https://trycia.com', 35), ('https://everette.biz', 37), ('http://boris.biz', 38), ('http://arthur.name', 38), ('https://cesar.com', 39), ('http://charlie.com', 40), ('https://lina.biz', 42), ('https://darwin.net', 42), ('https://aliyah.biz', 42), ('http://euna.info', 43), ('https://maymie.net', 43), ('http://joanie.name', 43), ('http://whitney.net', 43), ('http://garrison.name', 43), ('https://olga.org', 44), ('https://donavon.org', 44), ('http://moses.biz', 44), ('http://shannon.org', 44), ('http://kendrick.net', 46), ('https://carey.com', 46), ('http://lia.biz', 46), ('https://celestine.name', 46), ('http://laila.info', 47), ('http://buddy.com', 47), ('http://americo.biz', 47), ('http://lurline.info', 47), ('http://kailee.org', 47), ('https://edyth.com', 48), ('https://isaias.biz', 50), ('http://rosetta.net', 50), ('https://marianna.info', 50), ('https://roel.org', 51), ('http://julia.info', 51), ('https://seamus.org', 51), ('https://earline.info', 51), ('http://quinten.info', 51), ('https://dolores.org', 52), ('https://aimee.info', 52), ('https://roderick.name', 52), ('https://jarret.name', 52), ('https://cathrine.com', 52), ('https://adela.com', 55), ('https://demarco.com', 56), ('https://lila.biz', 58), ('http://ruben.net', 58), ('https://alia.name', 58), ('http://rickey.name', 58), ('http://janie.com', 58), ('http://myron.org', 58), ('http://pearl.info', 58), ('http://victoria.biz', 58), ('https://carmella.com', 59), ('http://leo.com', 59), ('http://jedediah.net', 59), ('http://sedrick.net', 59), ('https://clare.org', 59), ('https://malcolm.name', 59), ('https://lesly.com', 59), ('https://roberta.net', 59), ('https://estell.info', 59), ('http://kaleigh.biz', 59), ('http://blanca.org', 60), ('http://delpha.com', 60), ('http://annabelle.org', 61), ('http://ephraim.com', 62), ('https://dameon.name', 62), ('https://julianne.org', 63), ('https://jasmin.biz', 63), ('https://delbert.net', 63), ('https://norval.com', 63), ('https://jessy.name', 64), ('https://nolan.name', 64), ('http://devon.info', 64), ('http://ora.net', 64), ('https://vivien.com', 64), ('https://hilda.info', 65), ('https://dorcas.biz', 65), ('http://hettie.net', 65), ('http://rico.biz', 65), ('http://jody.biz', 65), ('http://sheila.com', 67), ('http://germaine.name', 67), ('https://mariane.org', 67), ('http://reva.com', 69), ('https://llewellyn.info', 70), ('http://ellen.info', 72), ('https://anahi.info', 72), ('https://javonte.org', 72), ('http://florine.org', 72), ('http://marcellus.info', 72), ('http://stan.biz', 73), ('http://jarred.net', 77), ('http://jovanny.net', 77), ('http://linnie.com', 77), ('http://dino.name', 77), ('https://jane.net', 77), ('http://laney.name', 77), ('http://trever.org', 78), ('http://emilie.net', 78), ('http://ted.info', 78), ('http://keshawn.org', 78), ('http://ole.info', 78), ('https://ford.biz', 79), ('https://humberto.org', 82), ('http://penelope.info', 82), ('https://dimitri.info', 84), ('http://cynthia.info', 84), ('http://princess.org', 85), ('https://ruthie.info', 85), ('https://evan.name', 86), ('http://deontae.org', 86), ('https://timmy.info', 86), ('http://susie.info', 86), ('http://hollis.com', 86), ('https://colt.org', 86), ('http://lucio.org', 86), ('http://germaine.org', 86), ('http://howard.net', 86), ('http://helena.name', 87), ('https://celestino.name', 87), ('http://violet.info', 87), ('http://nigel.biz', 87), ('https://noble.net', 88), ('https://emilia.org', 88), ('http://destini.net', 88), ('https://mariano.net', 88), ('https://brittany.org', 88), ('https://madaline.name', 88), ('https://devonte.name', 88), ('https://blanche.net', 88), ('http://cali.net', 88), ('http://mekhi.name', 88), ('http://adela.com', 88), ('https://devan.com', 92), ('https://jarrett.name', 92), ('https://sid.biz', 92), ('https://jadyn.name', 93), ('https://erik.com', 93), ('http://freeda.biz', 94), ('http://ayden.name', 95), ('https://kathleen.biz', 95), ('https://helmer.org', 96), ('https://maggie.info', 96), ('https://cecilia.net', 96), ('http://ayla.org', 97), ('https://elyssa.biz', 97), ('http://jennie.com', 98), ('http://ryleigh.info', 99), ('https://darien.name', 99), ('https://xzavier.org', 99), ('https://kaela.name', 100), ('http://dedrick.info', 100);
INSERT INTO followers(follower_id, followee_id) VALUES (2, 1), (2, 3), (2, 4), (2, 5), (2, 6), (2, 7), (2, 8), (2, 9), (2, 10), (2, 11), (2, 12), (2, 13), (2, 14), (2, 15), (2, 16), (2, 17), (2, 18), (2, 19), (2, 20), (2, 21), (2, 22), (2, 23), (2, 24), (2, 25), (2, 26), (2, 27), (2, 28), (2, 29), (2, 30), (2, 31), (2, 32), (2, 33), (2, 34), (2, 35), (2, 36), (2, 37), (2, 38), (2, 39), (2, 40), (2, 41), (2, 42), (2, 43), (2, 44), (2, 45), (2, 46), (2, 47), (2, 48), (2, 49), (2, 50), (2, 51), (2, 52), (2, 53), (2, 54), (2, 55), (2, 56), (2, 57), (2, 58), (2, 59), (2, 60), (2, 61), (2, 62), (2, 63), (2, 64), (2, 65), (2, 66), (2, 67), (2, 68), (2, 69), (2, 70), (2, 71), (2, 72), (2, 73), (2, 74), (2, 75), (2, 76), (2, 77), (2, 78), (2, 79), (2, 80), (2, 81), (2, 82), (2, 83), (2, 84), (2, 85), (2, 86), (2, 87), (2, 88), (2, 89), (2, 90), (2, 91), (2, 92), (2, 93), (2, 94), (2, 95), (2, 96), (2, 97), (2, 98), (2, 99), (2, 100), (3, 1), (3, 2), (3, 4), (3, 5), (3, 6), (3, 7), (3, 8), (3, 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INSERT INTO tags(tag_name) VALUES ('sunset'), ('photography'), ('sunrise'), ('landscape'), ('food'), ('foodie'), ('delicious'), ('beauty'), ('stunning'), ('dreamy'), ('lol'), ('happy'), ('fun'), ('style'), ('hair'), ('fashion'), ('party'), ('concert'), ('drunk'), ('beach'), ('smile');
INSERT INTO photo_tags(photo_id, tag_id) VALUES (1, 18), (1, 17), (1, 21), (1, 13), (1, 19), (2, 4), (2, 3), (2, 20), (2, 2), (3, 8), (4, 12), (4, 11), (4, 21), (4, 13), (5, 15), (5, 14), (5, 17), (5, 16), (6, 19), (6, 13), (6, 17), (6, 21), (7, 11), (7, 12), (7, 21), (7, 13), (8, 17), (8, 21), (8, 13), (8, 19), (9, 18), (10, 2), (11, 12), (11, 21), (11, 11), (12, 4), (13, 13), (13, 19), (14, 1), (14, 20), (17, 19), (17, 13), (17, 18), (19, 5), (21, 20), (21, 3), (21, 1), (21, 4), (22, 7), (22, 5), (22, 6), (23, 18), (23, 19), (23, 13), (23, 21), (24, 12), (24, 13), (24, 21), (25, 8), (25, 21), (25, 10), (26, 20), (26, 21), (26, 8), (26, 9), (26, 10), (28, 9), (28, 10), (29, 8), (29, 21), (29, 9), (29, 20), (30, 7), (30, 6), (30, 5), (31, 7), (31, 5), (32, 10), (32, 9), (32, 21), (32, 8), (32, 20), (34, 11), (34, 13), (34, 12), (35, 6), (35, 7), (35, 5), (36, 5), (36, 7), (36, 6), (37, 18), (37, 21), (37, 13), (38, 3), (38, 2), (43, 11), (43, 21), (43, 12), (44, 20), (44, 10), (45, 3), 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14), (248, 10), (248, 9), (249, 7), (249, 5), (250, 14), (250, 16), (250, 15), (251, 11), (253, 7), (254, 4), (254, 2), (254, 20), (254, 3), (257, 13), (257, 19), (257, 18)
;
/*
A) Marketing: The marketing team want to launch some campaigns, and they need your help with the following queries
1) Rewarding most loyal users:
task : Find the 5 oldest users of the instagram from the database provided
*/
select * from users;
select * from users order by created_at limit 5;
/* 2) Remind inactive users to start posting
task : Find the users who have never posted a single photo on instagram
*/
select * from users, photos;
select u.id, u.username from
users u left join photos p on u.id = p.user_id
where p.user_id is null;
/* 3) Declaring contest winner
task : The user who get most likes on a single photo will win the contest
Identify the winner of the contest
*/
select * from likes;
select * from photos;
select l.photo_id, u.username, count(l.user_id) as no_of_likes
from likes l join photos p on l.photo_id = p.id
join users u on p.user_id = u.id
group by l.photo_id, u.username
order by no_of_likes desc;
/* 4) Hashtag researching
task : Identify and suggest top 5 most commonly used hashtags on platform
*/
select * from tags;
select * from photo_tags;
select pt.tag_id, t.tag_name, count(pt.tag_id) as no_of_times_used
from tags t join photo_tags pt on t.id = pt.tag_id
group by pt.tag_id, t.tag_name
order by no_of_times_used desc limit 5;
/* 5) Launch AD campaign
task : What day of the week do most register on ?
Provide insights on when to schedule an ad campaign
*/
select * from users;
select date_format(created_at, '%W') as week_day, count(*) as registrations
from users
group by 1
order by 2 desc;
/*6) Photos / Users
task : Provide how many times does avg user posts on instagram
Also, provide the total no.of photos on instagram / total no.of users
*/
select * from users;
select * from photos;
/* there are some users who never post a single photo
take them into consideration
ie., left join
*/
with cte as(
select u.id as user_id, count(p.user_id) as no_of_photos_posted
from users u left join photos p
on u.id = p.user_id
group by 1)
select count(user_id) as no_of_users, sum(no_of_photos_posted) as total_photos_posted,
sum(no_of_photos_posted) / count(user_id) as avg_postings from cte;
/* OR simple way*/
with cte1 as(select count(id) as no_of_users from users),
cte2 as(select count(id) as total_photos_posted from photos)
select t1.no_of_users, t2.total_photos_posted, t2.total_photos_posted / t1.no_of_users as avg_postings
from cte1 t1 join cte2 t2 on 1 = 1;
/* 7) Detect bots
task : Provide data on users (bots) who have liked every single photo
on the site (since any normal user would not be able to do this).alter
*/
select * from likes;
select * from photos;
select * from users;
with cte as
(select user_id, count(distinct(photo_id)) as liked_photos
from likes
group by 1 order by 2 desc)
select u.id as user_id, u.username as user_name, c.liked_photos
from users u join cte c on u.id = c.user_id
where c.liked_photos = (select count(distinct(id)) from photos)
order by 2;