זיהוי קבוצת בוטים

מציאת דפוס הרשמה זהה בין משתמשים

בסיסי
Published

March 4, 2024

ברוכים הבאים לתרגיל השביעי!

התרגיל נלקח מתוך הרצאה שהעברתי על מה זה להיות דאטה אנליסט בתחום ההונאות :)

שאלה

קיבלתם מייל מהמנהל שלכם עם תהייה לגבי קפיצה בהרשמות אצל לקוח מסוים שאתם עובדים איתו. הוא צירף למייל את הגרף הבא:

אתם והמנהל חושדים שיש קבוצת בוטים שהצליחה לעקוף את המנגנונים שלכם ונרשמה יחד עם יוזרים רגילים. נסו למצוא את הקבוצה מתוך סך הנרשמים לחודש ינואר. את הפלט הציגו באמצעות אגרגציה יומית של עמודה הסוכמת את מספר הבוטים שזיהיתם ועמודה שמראה את היוזרים ‘שאינם בוטים’.

רמז נסו לחפש דפוס בפרטים של היוזרים שתוכלו ליישם כלוגקיה לזהות קבוצה של יוזרים.

הדאטה

התרגיל מורכב ממדגם הרשמות של יוזרים באתר לחודש ינואר:

SELECT TOP 5 * 
FROM registrations_7
5 records
first_name last_name email registration_date
Geralda Deadman bsikdar@yahoo.com 2024-01-01
Nisse Saberton rcwil@yahoo.com 2024-01-01
Ardisj Bourthoumieux bruck@hotmail.com 2024-01-01
Calli Desorts wenzlaff@gmail.com 2024-01-01
Theodor Masarrat msusa@hotmail.com 2024-01-01

נסו בעצמכם

אונליין

נסו בחלון טקסט למטה (SQLite):

-- EDIT THIS QUERY:
SELECT *
FROM registrations_7
LIMIT 10;

נסו על המחשב שלכם

הצג קוד ליצירת טבלה 
drop table if exists registrations_7 ;

CREATE TABLE registrations_7 
(
    first_name  VARCHAR(512),
    last_name   VARCHAR(512),
    email   VARCHAR(512),
    registration_date   date
);

INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Geralda', 'Deadman', 'bsikdar@yahoo.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Nisse', 'Saberton', 'rcwil@yahoo.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Ardisj', 'Bourthoumieux', 'bruck@hotmail.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Calli', 'Desorts', 'wenzlaff@gmail.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Theodor', 'Masarrat', 'msusa@hotmail.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Ainsley', 'Pittam', 'liedra@yahoo.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Felicity', 'Tape', 'zyghom@hotmail.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Tess', 'Samart', 'mrdvt@gmail.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Chauncey', 'Lynagh', 'sylvan.schumm@yahoo.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Dita', 'Siveter', 'egleichner@hotmail.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Ivan', 'Kaas', 'korbin57@yahoo.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Deanne', 'Metterick', 'smith.makenna@yahoo.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Moss', 'Cave', 'jdicki@hotmail.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Natalya', 'Brissenden', 'lcorkery@gmail.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Marilee', 'Beldon', 'oral65@yahoo.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Lorine', 'Siddall', 'twintheiser@gmail.com', '2024-01-01');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Clemmy', 'Lezemere', 'clezemere1e@yolasite.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Rolando', 'Woonton', 'rwoonton2s@addthis.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Ervin', 'Ponde', 'eponde3b@shutterfly.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Emanuel', 'Pepperill', 'epepperill3u@phpbb.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Helen-elizabeth', 'Shropsheir', 'hshropsheir5c@mlb.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Josi', 'Aindrais', 'jaindrais61@dagondesign.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Denise', 'Dripp', 'ddripp6z@ning.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Dorthy', 'Jamieson', 'djamieson7j@360.cn', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Blane', 'Cocking', 'bcocking7z@reference.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Linus', 'Wantling', 'lwantling86@patch.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Sansone', 'Alexandersson', 'salexandersson8c@exblog.jp', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Illa', 'Lecount', 'ilecount8l@slashdot.org', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Marmaduke', 'Rolstone', 'mrolstone93@wufoo.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Betti', 'Lafontaine', 'blafontaineah@jigsy.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Kelbee', 'Wilmington', 'kwilmingtonap@wisc.edu', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Pierrette', 'Orpyne', 'porpynear@unblog.fr', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Joanna', 'Thiolier', 'jthiolierat@fotki.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Fidelia', 'Hyatt', 'fhyattbr@samsung.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Pansy', 'Stiling', 'pstilingbw@jigsy.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Aryn', 'Wackly', 'awacklyc3@imdb.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Ellwood', 'Fearnyhough', 'efearnyhoughdj@hp.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Dorita', 'Tuftin', 'dtuftine7@scientificamerican.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Cate', 'Feaster', 'cfeasterf5@dedecms.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Sileas', 'Marquese', 'smarquesefs@seattletimes.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Anneliese', 'Jeanneau', 'ajeanneaugk@weebly.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('George', 'Citrine', 'gcitrinegl@deviantart.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Oren', 'Pauling', 'opaulingh2@harvard.edu', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Damiano', 'Diess', 'ddiesshe@buzzfeed.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Ashla', 'Drage', 'adrageiz@51.la', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Irita', 'Pedrollo', 'ipedrollojd@deviantart.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Fania', 'Fudger', 'ffudger4@apple.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Bennie', 'McCurrie', 'bmccurrieg@amazon.de', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Faun', 'Mead', 'fmeadk@plala.or.jp', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Andie', 'Hearsum', 'ahearsum21@cmu.edu', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Aguste', 'Taylder', 'ataylder22@auda.org.au', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Kristoforo', 'Shapero', 'kshapero27@fda.gov', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Shelly', 'Loughrey', 'sloughrey2t@japanpost.jp', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Lorena', 'Arkley', 'larkley54@upenn.edu', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Ingunna', 'Mahony', 'imahony5q@ehow.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Oliver', 'De Laspee', 'odelaspee62@house.gov', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Noel', 'Biermatowicz', 'nbiermatowicz6i@wp.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Margit', 'Ledbetter', 'mledbetter7v@vistaprint.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Teresita', 'Strickland', 'tstrickland7y@gmpg.org', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Clare', 'Duer', 'cduer83@theglobeandmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Riannon', 'Cowser', 'rcowser96@sun.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Dallas', 'Bufton', 'dbuftona2@webs.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Blancha', 'Ivanilov', 'bivanilovay@kickstarter.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Spence', 'Lealle', 'slealleb8@ucoz.ru', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Zelig', 'Carvil', 'zcarvild3@soundcloud.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Jocelyn', 'Yukhnev', 'jyukhneve0@europa.eu', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Eal', 'Greiswood', 'egreiswoodem@ehow.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Rafa', 'Pinfold', 'rpinfoldet@baidu.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Timothea', 'Whiteford', 'twhitefordex@icio.us', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Swen', 'Oldershaw', 'soldershawff@github.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Gretta', 'Blakelock', 'gblakelockgu@hhs.gov', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Vida', 'Guilder', 'vguilderh7@naver.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Adams', 'Toffoloni', 'atoffolonihi@merriam-webster.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Ashli', 'Wooler', 'awoolerhn@theguardian.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Flory', 'Assaf', 'fassafiy@mapy.cz', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Selma', 'Larvin', 'violinhi@yahoo.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Amory', 'Latham', 'vlefevre@gmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Yoko', 'Eck', 'dialworld@hotmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Cherilyn', 'Lawther', 'smartfart@gmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Lanita', 'Matityahu', 'quinn@gmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Malvin', 'Mallett', 'wbarker@hotmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Garey', 'Relf', 'rmcfarla@hotmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Valeria', 'Carmel', 'dawson.kiehn@gmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Fawnia', 'Sparsholt', 'geo.johnston@hotmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Cobby', 'Espinoza', 'lauren.mckenzie@hotmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Angelique', 'Howgego', 'shields.daryl@gmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Geoffry', 'Sacchetti', 'pauline81@yahoo.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Kaela', 'Olin', 'mayert.kelley@yahoo.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Kaitlynn', 'McCarly', 'gleason.myah@gmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Kay', 'Trimbey', 'horacio52@hotmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Josh', 'Monelli', 'ftreutel@gmail.com', '2024-01-02');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Hermina', 'Conti', 'hconti17@samsung.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Aurilia', 'Shone', 'ashone1y@constantcontact.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Andria', 'OMahoney', 'aomahoney2j@quantcast.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Clemente', 'Fullun', 'cfullun78@slate.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Cheri', 'Janas', 'cjanas7s@gizmodo.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Veda', 'Caslett', 'vcaslett7w@topsy.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Arny', 'Iddiens', 'aiddiens8i@people.com.cn', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Arluene', 'Gomes', 'agomes8u@surveymonkey.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Susanetta', 'Indgs', 'sindgs95@so-net.ne.jp', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Cammy', 'Miner', 'cminer97@twitpic.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Morry', 'McMullen', 'mmcmullena8@princeton.edu', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Genovera', 'Casel', 'gcaselb3@cocolog-nifty.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Vina', 'Tinkham', 'vtinkhambc@sakura.ne.jp', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Laverne', 'Sibbit', 'lsibbitbp@dedecms.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Gilemette', 'Conford', 'gconforde6@msu.edu', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Sander', 'Jerzykiewicz', 'sjerzykiewiczeu@wikispaces.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Hermina', 'Molden', 'hmoldenfp@cnbc.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Sianna', 'Derham', 'sderhamg9@bandcamp.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Sasha', 'Willoughley', 'swilloughleyga@dot.gov', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Diena', 'Pigford', 'dpigfordh9@github.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Ester', 'Insull', 'einsullhu@ebay.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Reena', 'Noad', 'rnoadhv@washingtonpost.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Merralee', 'Broker', 'mbrokerhy@cargocollective.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Johny', 'Charity', 'suresh@hotmail.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Jameson', 'Gever', 'arathi@gmail.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Karie', 'Stanlake', 'portscan@hotmail.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Olivette', 'Twidell', 'lushe@yahoo.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Trudey', 'Cammock', 'boomzilla@gmail.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Garold', 'Haythorn', 'harpes@yahoo.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Templeton', 'McGairl', 'vbahringer@yahoo.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Clemmie', 'Gunbie', 'dondricka@hotmail.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Yuma', 'Scurrah', 'ygoyette@gmail.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Alison', 'Krug', 'kreiger.arne@gmail.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Haskel', 'Gainsborough', 'lwisoky@yahoo.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Antoni', 'Oxterby', 'fgreen@gmail.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Curtis', 'Blazhevich', 'bkuhlman@hotmail.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Adoree', 'Rosenfelt', 'schuppe.juana@hotmail.com', '2024-01-03');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Alaric', 'Rearden', 'arearden6@soup.io', '2024-01-04');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Bryce', 'Peasby', 'bpeasbyt@photobucket.com', '2024-01-04');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Demetri', 'Riddiough', 'driddioughz@wufoo.com', '2024-01-04');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Sonya', 'Corwin', 'scorwin1h@goo.ne.jp', '2024-01-04');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Dacy', 'Cottom', 'dcottom1p@gnu.org', '2024-01-04');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Rodney', 'Hofner', 'rhofner1x@acquirethisname.com', '2024-01-04');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Raina', 'Hanbury-Brown', 'rhanburybrown26@livejournal.com', '2024-01-04');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Lib', 'Leppingwell', 'lleppingwell31@ustream.tv', '2024-01-04');
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INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Toiboid', 'Aylward', 'graciela.macejkovic@hotmail.com', '2024-01-20');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Shelba', 'Banting', 'eloisa77@gmail.com', '2024-01-20');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Jessamyn', 'Goodred', 'verna20@gmail.com', '2024-01-20');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Zulema', 'Shellum', 'ericka28@gmail.com', '2024-01-20');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Gay', 'Matcham', 'gmatchaml@cnn.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Nancee', 'Noli', 'nnolip@odnoklassniki.ru', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Darb', 'Ashdown', 'dashdown2g@upenn.edu', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Wes', 'Kernaghan', 'wkernaghan2m@psu.edu', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Jamil', 'Thirlaway', 'jthirlaway4a@elpais.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Nathanil', 'Coundley', 'ncoundley4x@narod.ru', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Hymie', 'Verick', 'hverick57@shop-pro.jp', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Georgianne', 'Bulteel', 'gbulteel58@canalblog.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Ronny', 'Mussilli', 'rmussilli6g@barnesandnoble.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Charlie', 'Kliche', 'ckliche6k@reference.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Montague', 'Halden', 'mhalden6o@berkeley.edu', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Niel', 'Sirett', 'nsirett85@fda.gov', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Pearl', 'Cockerill', 'pcockerill8r@mac.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Angel', 'Farquharson', 'afarquharsonak@webmd.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Garnette', 'Villaron', 'gvillaronao@archive.org', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Vern', 'Copping', 'vcoppingas@virginia.edu', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Morty', 'Manes', 'mmanesbk@house.gov', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Christoffer', 'Standidge', 'cstandidgec7@redcross.org', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Nell', 'Kilius', 'nkiliusci@blogs.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Yolanda', 'Pritchard', 'ypritcharddn@spotify.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Adey', 'Birrane', 'abirranee3@businessweek.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Janetta', 'Sunley', 'jsunleyeg@nasa.gov', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Kristin', 'Smale', 'ksmaleez@reuters.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Jakob', 'Anstead', 'jansteadfw@wordpress.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Odille', 'Charnick', 'ocharnickfz@soup.io', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Amandy', 'Yaldren', 'ayaldreng6@pcworld.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Carroll', 'Arstall', 'carstallg7@abc.net.au', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Silvanus', 'Scholtz', 'sscholtzgd@1und1.de', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Hallie', 'Janda', 'hjandago@jalbum.net', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Pasquale', 'Auguste', 'paugustegw@cnn.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Sheeree', 'Carnachen', 'scarnachengx@chron.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Augustine', 'Stell', 'astellhm@zimbio.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Emmalynn', 'Hewkin', 'ehewkinhz@wix.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Payton', 'Boatwright', 'pboatwrighti2@economist.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Atlante', 'Pickston', 'apickstoni7@scribd.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Ginger', 'Misson', 'gmissoniv@deliciousdays.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Tito', 'Evason', 'tevasonj0@springer.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Theodosia', 'Scarfe', 'tscarfej6@adobe.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Lammond', 'Caseborne', 'jsnover@gmail.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Mathilda', 'Stranks', 'agolomsh@yahoo.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Jase', 'Bruggeman', 'schwaang@hotmail.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Philomena', 'Smallcombe', 'mrobshaw@gmail.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Ozzie', 'Antonijevic', 'crobles@yahoo.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Tabbie', 'Hughf', 'bowmanbs@gmail.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Stacy', 'Reye', 'hager@gmail.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Lyda', 'Boord', 'xcummings@yahoo.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Orren', 'Tatlow', 'zemlak.lisa@gmail.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Jefferey', 'Handes', 'marco.harber@yahoo.com', '2024-01-21');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Carlita', 'Durward', 'cdurward10@narod.ru', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Hardy', 'Sloper', 'hsloper1k@ycombinator.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Harcourt', 'Jerisch', 'hjerisch1s@ovh.net', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Gui', 'Dulwitch', 'gdulwitch1w@dailymail.co.uk', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Cleveland', 'Kulver', 'ckulver3x@goodreads.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Gabriel', 'McKeney', 'gmckeney44@i2i.jp', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Cindra', 'Pennacci', 'cpennacci4o@home.pl', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Reinaldo', 'Thorndycraft', 'rthorndycraft5f@uiuc.edu', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Ethelbert', 'Campa', 'ecampa5l@netlog.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Nikaniki', 'Sanderson', 'nsanderson6d@webeden.co.uk', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Donnajean', 'Carrigan', 'dcarrigan6x@toplist.cz', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Hope', 'Vibert', 'hvibert7t@wix.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Tiebout', 'Hutcheon', 'thutcheon80@indiatimes.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Edwin', 'Yitzhak', 'eyitzhak88@mit.edu', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Essy', 'Paradine', 'eparadine8e@pen.io', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Helge', 'Terram', 'hterram8w@dailymotion.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Peria', 'Lage', 'plage8x@mysql.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Mariel', 'Grzegorzewski', 'mgrzegorzewski9z@xing.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Clari', 'Brookwood', 'cbrookwoodam@unesco.org', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Dolf', 'Abernethy', 'dabernethybn@woothemes.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Dallas', 'McCraine', 'dmccrainecc@gmpg.org', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Janelle', 'Fozzard', 'jfozzarddb@shop-pro.jp', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Emmett', 'Bencher', 'ebencherdc@loc.gov', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Mercy', 'Yesichev', 'myesichevef@noaa.gov', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Morris', 'Savoury', 'msavouryei@hp.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Sascha', 'Crumby', 'scrumbyfg@timesonline.co.uk', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Rhys', 'McKimmie', 'rmckimmieft@theglobeandmail.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Starla', 'Everly', 'severlygm@sohu.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Karin', 'Iacomettii', 'kiacomettiihk@vk.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Elisabet', 'Garthshore', 'egarthshorehw@usatoday.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Jillene', 'Kisar', 'jkisaria@ox.ac.uk', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Jerry', 'Reyes', 'jreyesif@1688.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Merrily', 'Batts', 'mbattsik@ucoz.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Flora', 'Matthensen', 'euice@yahoo.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Emylee', 'Dover', 'mbrown@hotmail.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Monika', 'Hodinton', 'graham@gmail.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Andriette', 'Dast', 'bhima@hotmail.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Robina', 'Moss', 'killmenow@gmail.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Staford', 'Ashfull', 'scarlet@yahoo.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Petronille', 'Manifold', 'imogene79@yahoo.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Conrad', 'Keslake', 'gudrun.kilback@yahoo.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Katuscha', 'Girault', 'shakira95@hotmail.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Odey', 'Pinchback', 'reyna.wuckert@yahoo.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Alicia', 'Brumwell', 'aurore.haley@yahoo.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Marja', 'Bilbie', 'deja.damore@gmail.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Emmy', 'Shury', 'carrie59@gmail.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('Manny', 'Chalcroft', 'satterfield.louie@gmail.com', '2024-01-22');
INSERT INTO registrations_7 (first_name, last_name, email, registration_date) VALUES ('George', 'Kelcher', 'ruben45@hotmail.com', '2024-01-22');

תשובות

סרטון הסבר

תשובה

הצג פתרון

SQLite

SELECT registration_date,
  SUM(CASE WHEN email LIKE SUBSTR(first_name, 1 ,1 ) || last_name || '__@%' THEN 1 ELSE 0 END) as fraud_group,
  COUNT(*) - SUM(CASE WHEN email LIKE SUBSTR(first_name, 1 ,1 ) || last_name || '__@%' THEN 1 ELSE 0 END) as Not_Group
FROM registrations_7
GROUP BY registration_date
ORDER BY registration_date

T-SQL

SELECT registration_date,
  SUM(CASE WHEN email LIKE LEFT(first_name, 1) + last_name+'__@%' THEN 1 END) as fraud_group,
  COUNT(*) - SUM(CASE WHEN email LIKE LEFT(first_name, 1) + last_name+'__@%' THEN 1 END) as Not_Group
FROM registrations_7
GROUP BY registration_date
ORDER BY registration_date
Displaying records 1 - 10
registration_date fraud_group Not_Group
2024-01-01 0 16
2024-01-02 55 20
2024-01-03 23 14
2024-01-04 27 18
2024-01-05 28 20
2024-01-06 34 12
2024-01-07 20 15
2024-01-08 29 17
2024-01-09 31 17
2024-01-10 31 19