May, 2023
SQL Case Study:
Digital Music Store
SQL Queries
Business Sense
Ad-Hoc Analysis
Regex
I did a Case Study on a Digital Music Store data using SQL-queries. I will be diving into the background, my full process of creating the database and using queries to find answers from the data.
Tools Used: PostgreSQL | PgAdmin4
Quick Links: GitHub Repository
Below is a table of contents in case you want to go to any section.
Table Contents:
- Introduction
- Data Dictionary
- Process
- PostgreSQL
- Misc.
- Finished Project
- Insights
- What I Learned
- Resources
INTRODUCTION
The Music Store sells a wide variety of music, including albums, tracks, and playlists. It also allows customers to create their own playlists. The store has a large number of employees, who work at multiple locations in Canada. The store also has a large number of customers world-wide, who make regular purchases.
Overall Goal: Find Insights and find answer of the questions.
Questions: What are the most popular genres of music?
What are the most popular artists?
What are the most popular songs?
What are the average prices of different types of music?
What are the most popular countries for music purchases? etc..
DATA DICTIONARY
Entity Relationship Diagram
1. Artist
Artist: A person or group that creates music.
An artist can have many albums. For example, The Beatles have released many albums, such as "Please Please Me", "A Hard Day's Night", and "Sgt. Pepper's Lonely Hearts Club Band".
Table Schema
```markdown
|Column Name|Data Type|Description |
|-----------|---------|---------------------------|
|artist_id |INTEGER |A unique ID for each Artist|
|name |VARCHAR |Name of the Artist |
Sample Data
```markdown
|artist_id|name |
|---------|-----------------|
|1 |AC/DC |
|2 |Accept |
|3 |Aerosmith |
|4 |Alanis Morissette|
|5 |Alice In Chains |
2. Album
Album: A collection of songs by a single artist.
An album can have many tracks. For example, the album "Sgt. Pepper's Lonely Hearts Club Band" has 13 tracks.
Table Schema
```markdown
|Column Name |Data Type|Description |
|------------|---------|-----------------------------------------------|
|album_id |INTEGER |A unique ID for each Album |
|name |VARCHAR |Name of the Album |
|artist_id |INTEGER |A unique ID for each Artist (can be duplicates)|
Sample Data
```markdown
|album_id|title |artist_id|
|--------|-----------------------------------------------------------------------|---------|
|156 |And Justice For All |50 |
|208 |Black Light Syndrome |136 |
|257 |20th Century Masters - The Millennium Collection: The Best of Scorpions|179 |
|296 |A Copland Celebration, Vol. I |230 |
|94 |A Matter of Life and Death |90 |
3. Track
Track: A single song.
A track can be sung by multiple artists or a group of artists.
Table Schema
```markdown
|Column Name |Data Type|Description |
|-------------|---------|---------------------------------------|
|track_id |INTEGER |A unique ID for each Track |
|name |VARCHAR |Name of the Track |
|album_id |INTEGER |An ID of album (can be duplicates) |
|media_type_id|INTEGER |An ID of media_type (can be duplicates)|
|genre_id |INTEGER |An ID of genre (can be duplicates) |
|composer |VARCHAR |Name of the Composer |
|milliseconds |INTEGER |Track length in milliseconds |
|bytes |INTEGER |Size of Track in bytes |
|unit_price |INTEGER |Price of each track |
Sample Data
```markdown
|track_id|name |album_id|media_type_id|genre_id|composer |milliseconds|bytes |unit_price|
|--------|---------------------------------------|--------|-------------|--------|----------------------------------------------------------------------|------------|----------|----------|
|1 |For Those About To Rock (We Salute You)|1 |1 |1 |Angus Young, Malcolm Young, Brian Johnson |343719 |11170334 |0.99 |
|2 |Balls to the Wall |2 |2 |1 | |342562 |5510424 |0.99 |
|3 |Fast As a Shark |3 |2 |1 |F. Baltes, S. Kaufman, U. Dirkscneider & W. Hoffman |230619 |3990994 |0.99 |
|4 |Restless and Wild |3 |2 |1 |F. Baltes, R.A. Smith-Diesel, S. Kaufman, U. Dirkscneider & W. Hoffman|252051 |4331779 |0.99 |
|5 |Princess of the Dawn |3 |2 |1 |Deaffy & R.A. Smith-Diesel |375418 |6290521 |0.99 |
4. Media Type
MediaType: The type of digital file on which a track is released, such as MPEG, AAC, or MPEG-4.
Table Schema
```markdown
|Column Name |Data Type|Description |
|-------------|---------|-------------------------------|
|media_type_id|INTEGER |A unique ID for each Media type|
|name |VARCHAR |Name of the Artist |
Sample Data
```markdown
|media_type_id|name |
|-------------|---------------------------|
|1 |MPEG audio file |
|2 |Protected AAC audio file |
|3 |Protected MPEG-4 video file|
|4 |Purchased AAC audio file |
|5 |AAC audio file |
5. Genre
Genre: Category of different style elements in a music.
A track can have multiple genres.
Table Schema
```markdown
|Column Name|Data Type|Description |
|-----------|---------|--------------------------|
|genre_id |INTEGER |A unique ID for each Genre|
|name |VARCHAR |Name of the Genre |
Sample Data
```markdown
|genre_id|name |
|--------|------------------|
|1 |Rock |
|2 |Jazz |
|3 |Metal |
|4 |Alternative & Punk|
|5 |Rock And Roll |
6. Playlist
Playlist: A collection of tracks that are saved together.
A playlist can have multiple tracks or a track can be included in one or more playlists. For example, the track "Hey Jude" is included in the playlists "The Beatles Greatest Hits" and "Classic Rock Hits".
Table Schema
```markdown
|Column Name|Data Type|Description |
|-----------|---------|-----------------------------|
|playlist_id|INTEGER |A unique ID for each Playlist|
|name |VARCHAR |Name of the Playlist |
Sample Data
```markdown
|playlist_id|name |
|-----------|----------|
|1 |Music |
|2 |Movies |
|3 |TV Shows |
|4 |Audiobooks|
|5 |90’s Music|
7. Playlist Track
PlaylistTrack: To store Playlist ID corresponding to it's Track ID
Multiple track ID can have same playlist ID.
Table Schema
```markdown
|Column Name|Data Type|Description |
|-----------|---------|-------------------------------------|
|playlist_id|INTEGER |An ID of playlist (can be duplicates)|
|track_id |INTEGER |An ID of track (can be duplicates) |
Table Data
```markdown
|playlist_id|track_id|
|-----------|--------|
|1 |3402 |
|1 |3389 |
|1 |3390 |
|1 |3391 |
|1 |3392 |
8. Invoice Line
InvoiceLine: A single line item on an invoice, representing a single track or album that was purchased.
An invoice line can be for one or more tracks. For example, an invoice line for the album "Sgt. Pepper's Lonely Hearts Club Band" would be for all 13 tracks on the album.
Table Schema
```markdown
|Column Name |Data Type|Description |
|---------------|---------|------------------------------------|
|invoice_line_id|INTEGER |A unique ID for each |
|invoice_id |INTEGER |An ID of invoice (can be duplicates)|
|track_id |INTEGER |An ID of track (can be duplicates) |
|unit_price |FLOAT |unit price of each track |
|quantity |INTEGER |number of track ordered |
Sample Data
```markdown
|invoice_line_id|invoice_id|track_id|unit_price|quantity|
|---------------|----------|--------|----------|--------|
|1 |1 |1158 |0.99 |1 |
|2 |1 |1159 |0.99 |1 |
|3 |1 |1160 |0.99 |1 |
|4 |1 |1161 |0.99 |1 |
|5 |1 |1162 |0.99 |1 |
9. Invoice
Invoice: A record of a customer's purchase.
An invoice can have many invoice lines. For example, an invoice for a purchase of 3 albums would have 3 invoice lines, one for each album.
Table Schema
```markdown
|Column Name |Data Type|Description |
|-------------------|---------|-------------------------------------|
|invoice_id |INTEGER |A unique ID for each Invoice |
|customer_id |VARCHAR |An ID of customer (can be duplicates)|
|invoice_date |TIMESTAMP|date and time of invoice |
|billing_address |VARCHAR |billing address of the customer |
|billing_city |VARCHAR |billing city of the customer |
|billing_state |VARCHAR |billing state of the customer |
|billing_country |VARCHAR |billing country of the customer |
|billing_postal_code|VARCHAR |billing postal code of the customer |
|total |FLOAT |total amount of the bill |
Sample Data
```markdown
|invoice_id|customer_id|invoice_date |billing_address |billing_city|billing_state|billing_country|billing_postal_code|total|
|----------|-----------|-------------------|----------------|------------|-------------|---------------|-------------------|-----|
|1 |18 |2017-01-03 00:00:00|627 Broadway |New York |NY |USA |10012-2612 |15.84|
|2 |30 |2017-01-03 00:00:00|230 Elgin Street|Ottawa |ON |Canada |K2P 1L7 |9.9 |
|3 |40 |2017-01-05 00:00:00|8, Rue Hanovre |Paris |None |France |75002 |1.98 |
|4 |18 |2017-01-06 00:00:00|627 Broadway |New York |NY |USA |10012-2612 |7.92 |
|5 |27 |2017-01-07 00:00:00|1033 N Park Ave |Tucson |AZ |USA |85719 |16.83|
10. Customer
Customer: A person who buys music from the music store.
A customer can make many purchases from the music store. For example, a regular customer might make several purchases each month.
Table Schema
```markdown
|Column Name |Data Type|Description |
|--------------|---------|----------------------------------------------------------|
|customer_id |INTEGER |A unique ID for each Customer |
|first_name |VARCHAR |First name of the customer |
|last_name |VARCHAR |Last name of the customer |
|company |VARCHAR |Company name where the customer works at |
|address |VARCHAR |Address of the customer |
|city |VARCHAR |City where the customer lives in |
|state |VARCHAR |State where the customer lives in |
|country |VARCHAR |Country where the customer lives in |
|postal_code |VARCHAR |Postal Code of the customer |
|phone |VARCHAR |Phone No. of the customer |
|fax |VARCHAR |Fax No. of the customer |
|email |VARCHAR |Email-ID of the customer |
|support_rep_id|INTEGER |An ID of employee for customer support (can be duplicates)|
Sample Data
```markdown
|customer_id|first_name|last_name|company |address |city |state|country|postal_code|phone |fax |email |support_rep_id|
|-----------|----------|---------|---------------------|-------------------------|-------------|-----|-------|-----------|------------------|------------------|------------------------|--------------|
|10 |Eduardo |Martins |Woodstock Discos |Rua Dr. Falcão Filho, 155|São Paulo |SP |Brazil |01007-010 |+55 (11) 3033-5446|+55 (11) 3033-4564|eduardo@woodstock.com.br|4 |
|11 |Alexandre |Rocha |Banco do Brasil S.A. |Av. Paulista, 2022 |São Paulo |SP |Brazil |01310-200 |+55 (11) 3055-3278|+55 (11) 3055-8131|alero@uol.com.br |5 |
|15 |Jennifer |Peterson |Rogers Canada |700 W Pender Street |Vancouver |BC |Canada |V6C 1G8 |+1 (604) 688-2255 |+1 (604) 688-8756 |jenniferp@rogers.ca |3 |
|16 |Frank |Harris |Google Inc. |1600 Amphitheatre Parkway|Mountain View|CA |USA |94043-1351 |+1 (650) 253-0000 |+1 (650) 253-0000 |fharris@google.com |4 |
|17 |Jack |Smith |Microsoft Corporation|1 Microsoft Way |Redmond |WA |USA |98052-8300 |+1 (425) 882-8080 |+1 (425) 882-8081 |jacksmith@microsoft.com |5 |
11. Employee
Employee: A person who works at the music store.
An employee can work for one or more customers. For example, an employee who works in the sales department may work with many customers.
Table Schema
```markdown
|Column Name|Data Type|Description |
|-----------|---------|----------------------------------------------------------|
|employee_id|INTEGER |A unique ID for each Employee |
|last_name |VARCHAR |Last name of the employee |
|first_name |VARCHAR |First name of the employee |
|title |VARCHAR |Job title of the employee |
|reports_to |INTEGER |An ID of employee that they reports to (can be duplicates)|
|levels |VARCHAR |Level of the job title (L1-L7) |
|birth_date |VARCHAR |Date of birth of the employee |
|hire_date |VARCHAR |Hiring date of the employee |
|address |VARCHAR |Address of the employee |
|city |VARCHAR |City where the employee lives in |
|state |VARCHAR |State where the employee lives in |
|country |VARCHAR |Country where the employee lives in |
|postal_code|VARCHAR |Postal Code of the employee |
|phone |VARCHAR |Phone No. of the employee |
|fax |VARCHAR |Fax No. of the employee |
|email |VARCHAR |Email-ID of the employee |
Sample Data
```markdown
|employee_id|last_name|first_name |title |reports_to|levels|birthdate |hire_date |address |city |state|country|postal_code|phone |fax |email |
|-----------|---------|------------|-------------------|----------|------|----------|----------|--------------------|----------|-----|-------|-----------|-----------------|-----------------|-----------------------|
|1 |Adams |Andrew |General Manager |9 |L6 |18-02-1962|14-08-2016|11120 Jasper Ave NW |Edmonton |AB |Canada |T5K 2N1 |+1 (780) 428-9482|+1 (780) 428-3457|andrew@chinookcorp.com |
|2 |Edwards |Nancy |Sales Manager |1 |L4 |08-12-1958|01-05-2016|825 8 Ave SW |Calgary |AB |Canada |T2P 2T3 |+1 (403) 262-3443|+1 (403) 262-3322|nancy@chinookcorp.com |
|3 |Peacock |Jane |Sales Support Agent|2 |L1 |29-08-1973|01-04-2017|1111 6 Ave SW |Calgary |AB |Canada |T2P 5M5 |+1 (403) 262-3443|+1 (403) 262-6712|jane@chinookcorp.com |
|6 |Mitchell |Michael |IT Manager |1 |L3 |01-07-1973|17-10-2016|5827 Bowness Road NW|Calgary |AB |Canada |T3B 0C5 |+1 (403) 246-9887|+1 (403) 246-9899|michael@chinookcorp.com|
|8 |Callahan |Laura |IT Staff |6 |L2 |09-01-1968|04-03-2017|923 7 ST NW |Lethbridge|AB |Canada |T1H 1Y8 |+1 (403) 467-3351|+1 (403) 467-8772|laura@chinookcorp.com |
PROCESS
Overview: I used PgAdmin4 (GUI of PostgreSQL) to create a database and to find anwers using queries.
PostgreSQL
First I created the database using ERD and exported all the CSV files to respective tables at the same time I familiarized myself with the data. Then connected the tables using Primary and Foreign Key constraints. And then used my quering skills to find answers.
Q1. Who is the senior most employee based on job title?
view query
```sql
SELECT *
FROM employee
ORDER BY levels DESC
LIMIT 1;
```markdown
|employee_id|last_name|first_name|title |reports_to|levels|birth_date|hire_date |address |city |state|country|postal_code|phone |fax |email |
|-----------|---------|----------|----------------------|----------|------|----------|----------|------------------|--------|-----|-------|-----------|---------------|---------------|---------------------------|
|9 |Mohan |Madan |Senior General Manager|NULL |L7 |1961-01-26|2016-01-14|1008 Vrinda Ave MT|Edmonton|AB |Canada |T5K 2N1 |+1(780)428-9482|+1(780)428-3457|madan.mohan@chinookcorp.com|
Q2. Which countries have the most Invoices?
view query
```sql
SELECT COUNT(invoice_id) AS invoice, billing_country
FROM invoice
GROUP BY billing_country
ORDER BY invoice DESC;
```markdown
|invoice|billing_country|
|-------|---------------|
|131 |USA |
|28 |United Kingdom |
|10 |Sweden |
|11 |Spain |
|29 |Portugal |
|10 |Poland |
|9 |Norway |
|10 |Netherlands |
|9 |Italy |
|13 |Ireland |
|21 |India |
|10 |Hungary |
|41 |Germany |
|50 |France |
|11 |Finland |
|10 |Denmark |
|30 |Czech Republic |
|13 |Chile |
|76 |Canada |
|61 |Brazil |
|7 |Belgium |
|9 |Austria |
|10 |Australia |
|5 |Argentina |
Q3. What are top 3 values of total invoice?
view query
```sql
SELECT *
FROM invoice
ORDER BY total DESC
LIMIT 3;
```markdown
|invoice_id|customer_id|invoice_date|billing_address |billing_city|billing_state|billing_country|billing_postal|total|
|----------|-----------|------------|----------------------|------------|-------------|---------------|--------------|-----|
|183 |42 |2018-02-09 |9, Place Louis Barthou|Bordeaux |None |France |33000 |23.76|
|92 |32 |2017-07-02 |696 Osborne Street |Winnipeg |MB |Canada |R3L 2B9 |19.8 |
|31 |3 |2017-02-21 |1498 rue Bélanger |Montréal |QC |Canada |H2G 1A7 |19.8 |
Q4. Which city has the best customers? We would like to throw a promotional Music Festival in the city we made the most money.
Write a query that returns one city that has the highest sum of invoice totals. Return both the city name & sum of all invoice totals.
view query
```sql
SELECT billing_city, SUM(total) AS total
FROM invoice
GROUP BY billing_city
ORDER BY total DESC
LIMIT 1;
```markdown
|billing_city|total |
|------------|------|
|Prague |273.24|
Q5. Who is the best customer? The customer who has spent the most money will be declared the best customer.
Write a query that returns the person who has spent the most money.
view query
```sql
SELECT c.customer_id, c.first_name, c.last_name, SUM(i.total) AS total
FROM customer c
JOIN invoice i ON c.customer_id = i.customer_id
GROUP BY c.customer_id
ORDER BY total DESC
LIMIT 1;
```markdown
|customer_id|first_name|last_name |total |
|-----------|----------|-----------|------|
|5 |František |Wichterlová|144.54|
Q6. Write a query to return the email, first name, last name, & Genre of all Rock Music listeners. Return your list ordered alphabetically by email starting with A.
view query
```sql
SELECT DISTINCT email, first_name, last_name
FROM customer
JOIN invoice ON customer.customer_id = invoice.customer_id
JOIN invoice_line ON invoice.invoice_id = invoice_line.invoice_id
WHERE track_id
IN (SELECT track_id
FROM track
JOIN genre ON genre.genre_id = track.genre_id
WHERE genre.name LIKE 'Rock')
ORDER BY email;
```markdown
|email |first_name|last_name |
|-----------------------------|----------|------------|
|aaronmitchell@yahoo.ca |Aaron |Mitchell |
|alero@uol.com.br |Alexandre |Rocha |
|astrid.gruber@apple.at |Astrid |Gruber |
|bjorn.hansen@yahoo.no |Bjørn |Hansen |
|camille.bernard@yahoo.fr |Camille |Bernard |
|daan_peeters@apple.be |Daan |Peeters |
|diego.gutierrez@yahoo.ar |Diego |Gutiérrez |
|dmiller@comcast.com |Dan |Miller |
|dominiquelefebvre@gmail.com |Dominique |Lefebvre |
|edfrancis@yachoo.ca |Edward |Francis |
|eduardo@woodstock.com.br |Eduardo |Martins |
|ellie.sullivan@shaw.ca |Ellie |Sullivan |
|emma_jones@hotmail.com |Emma |Jones |
|enrique_munoz@yahoo.es |Enrique |Muñoz |
|fernadaramos4@uol.com.br |Fernanda |Ramos |
|fharris@google.com |Frank |Harris |
|fralston@gmail.com |Frank |Ralston |
|frantisekw@jetbrains.com |František |Wichterlová |
|ftremblay@gmail.com |François |Tremblay |
|fzimmermann@yahoo.de |Fynn |Zimmermann |
|hannah.schneider@yahoo.de |Hannah |Schneider |
|hholy@gmail.com |Helena |Holý |
|hleacock@gmail.com |Heather |Leacock |
|hughoreilly@apple.ie |Hugh |O'Reilly |
|isabelle_mercier@apple.fr |Isabelle |Mercier |
|jacksmith@microsoft.com |Jack |Smith |
|jenniferp@rogers.ca |Jennifer |Peterson |
|jfernandes@yahoo.pt |João |Fernandes |
|joakim.johansson@yahoo.se |Joakim |Johansson |
|johavanderberg@yahoo.nl |Johannes |Van der Berg|
|johngordon22@yahoo.com |John |Gordon |
|jubarnett@gmail.com |Julia |Barnett |
|kachase@hotmail.com |Kathy |Chase |
|kara.nielsen@jubii.dk |Kara |Nielsen |
|ladislav_kovacs@apple.hu |Ladislav |Kovács |
|leonekohler@surfeu.de |Leonie |Köhler |
|lucas.mancini@yahoo.it |Lucas |Mancini |
|luisg@embraer.com.br |Luís |Gonçalves |
|luisrojas@yahoo.cl |Luis |Rojas |
|manoj.pareek@rediff.com |Manoj |Pareek |
|marc.dubois@hotmail.com |Marc |Dubois |
|mark.taylor@yahoo.au |Mark |Taylor |
|marthasilk@gmail.com |Martha |Silk |
|masampaio@sapo.pt |Madalena |Sampaio |
|michelleb@aol.com |Michelle |Brooks |
|mphilips12@shaw.ca |Mark |Philips |
|nschroder@surfeu.de |Niklas |Schröder |
|patrick.gray@aol.com |Patrick |Gray |
|phil.hughes@gmail.com |Phil |Hughes |
|ricunningham@hotmail.com |Richard |Cunningham |
|rishabh_mishra@yahoo.in |Rishabh |Mishra |
|robbrown@shaw.ca |Robert |Brown |
|roberto.almeida@riotur.gov.br|Roberto |Almeida |
|stanisław.wójcik@wp.pl |Stanisław |Wójcik |
|steve.murray@yahoo.uk |Steve |Murray |
|terhi.hamalainen@apple.fi |Terhi |Hämäläinen |
|tgoyer@apple.com |Tim |Goyer |
|vstevens@yahoo.com |Victor |Stevens |
|wyatt.girard@yahoo.fr |Wyatt |Girard |
Q7. Let's invite the artists who have written the most rock music in our dataset.
Write a query that returns the Artist name and total track count of the top 10 rock bands.
view query
```sql
SELECT artist.artist_id, artist.name, COUNT(track.track_id) AS num_of_songs
FROM artist
JOIN album ON album.artist_id = artist.artist_id
JOIN track ON track.album_id = album.album_id
WHERE genre_id
IN (SELECT genre_id
FROM genre
WHERE name LIKE 'Rock')
GROUP BY artist.artist_id
ORDER BY num_of_songs DESC
LIMIT 10;
```markdown
|artist_id|name |num_of_songs|
|---------|----------------------------|------------|
|22 |Led Zeppelin |114 |
|150 |U2 |112 |
|58 |Deep Purple |92 |
|90 |Iron Maiden |81 |
|118 |Pearl Jam |54 |
|152 |Van Halen |52 |
|51 |Queen |45 |
|142 |The Rolling Stones |41 |
|76 |Creedence Clearwater Revival|40 |
|52 |Kiss |35 |
Q8. Return all the track names that have a song length longer than the average song length.
Return the Name and Milliseconds for each track. Order by the song length with the longest songs listed first.
view query
```sql
SELECT name, milliseconds
FROM track
WHERE milliseconds > (SELECT AVG(milliseconds) as avg_track_length
FROM track)
ORDER BY milliseconds DESC;
```markdown
| name | milliseconds |
|-----------------------------------------------------------------------------------------------------------------------------|--------------|
| Occupation / Precipice | 5286953 |
| Through a Looking Glass | 5088838 |
| Greetings from Earth, Pt. 1 | 2960293 |
| The Man With Nine Lives | 2956998 |
| Battlestar Galactica, Pt. 2 | 2956081 |
| Battlestar Galactica, Pt. 1 | 2952702 |
| Murder On the Rising Star | 2935894 |
| Battlestar Galactica, Pt. 3 | 2927802 |
| Take the Celestra | 2927677 |
| Fire In Space | 2926593 |
| The Long Patrol | 2925008 |
| The Magnificent Warriors | 2924716 |
| The Living Legend, Pt. 1 | 2924507 |
| The Gun On Ice Planet Zero, Pt. 2 | 2924341 |
| The Hand of God | 2924007 |
| Experiment In Terra | 2923548 |
| War of the Gods, Pt. 2 | 2923381 |
| The Living Legend, Pt. 2 | 2923298 |
| War of the Gods, Pt. 1 | 2922630 |
| Lost Planet of the Gods, Pt. 1 | 2922547 |
| Baltar's Escape | 2922088 |
| The Lost Warrior | 2920045 |
| Lost Planet of the Gods, Pt. 2 | 2914664 |
| The Gun On Ice Planet Zero, Pt. 1 | 2907615 |
| Greetings from Earth, Pt. 2 | 2903778 |
| Crossroads, Pt. 2 | 2869953 |
| The Young Lords | 2863571 |
| Dave | 2825166 |
| ? | 2782333 |
| Maternity Leave | 2780416 |
| Three Minutes | 2763666 |
| Hero | 2713755 |
| One of Them | 2698791 |
| How to Stop an Exploding Man | 2687103 |
| The Long Con | 2679583 |
| Live Together, Die Alone, Pt. 2 | 2656531 |
| S.O.S. | 2639541 |
| One of Us | 2638096 |
| The Man from Tallahassee | 2637637 |
| The Cost of Living | 2637500 |
| The Glass Ballerina | 2637458 |
| Every Man for Himself | 2637387 |
| Not In Portland | 2637345 |
| Not In Portland | 2637303 |
| A Tale of Two Cities | 2636970 |
| Flashes Before Your Eyes | 2636636 |
| Stranger In a Strange Land | 2636428 |
| Left Behind | 2635343 |
| Tricia Tanaka Is Dead | 2635010 |
| Lost Survival Guide | 2632590 |
| The Moth | 2631327 |
| Torn | 2631291 |
| Par Avion | 2629879 |
| Enter 77 | 2629796 |
| Dirty Hands | 2627961 |
| I Do | 2627791 |
| Tabula Rasa | 2627105 |
| Collaborators | 2626626 |
| The Woman King | 2626376 |
| Rapture | 2624541 |
| Taking a Break from All Your Worries | 2624207 |
| The Passage | 2623875 |
| Crossroads, Pt. 1 | 2622622 |
| Maelstrom | 2622372 |
| Battlestar Galactica: The Story So Far | 2622250 |
| Unfinished Business | 2622038 |
| The Son Also Rises | 2621830 |
| Exodus, Pt. 1 | 2621708 |
| Exodus (Part 1) | 2620747 |
| A Day In the Life | 2620245 |
| Outlaws | 2619887 |
| Exodus (Part 3) [Season Finale] | 2619869 |
| Hearts and Minds | 2619462 |
| The Eye of Jupiter | 2618750 |
| Born to Run | 2618619 |
| Special | 2618530 |
| Do No Harm | 2618487 |
| Exodus, Pt. 2 | 2618000 |
| The Greater Good | 2617784 |
| The Brig | 2617325 |
| Greatest Hits | 2617117 |
| Through the Looking Glass, Pt. 2 | 2617117 |
| Whatever the Case May Be | 2616410 |
| D.O.C. | 2616032 |
| The Man Behind the Curtain | 2615990 |
| Confidence Man | 2615244 |
| Seven Minutes to Midnight | 2613988 |
| Solitary | 2612894 |
| Something Nice Back Home | 2612779 |
| Man of Science, Man of Faith (Premiere) | 2612250 |
| Meet Kevin Johnson | 2612028 |
| Cabin Fever | 2612028 |
| Confirmed Dead | 2611986 |
| Genesis | 2611986 |
| The Beginning of the End | 2611903 |
| The Constant | 2611569 |
| The Hunting Party | 2611333 |
| Two for the Road | 2610958 |
| Through the Looking Glass, Pt. 1 | 2610860 |
| The Other 48 Days | 2610625 |
| The 23rd Psalm | 2610416 |
| What Kate Did | 2610250 |
| Lockdown | 2610250 |
| The Whole Truth | 2610125 |
| Numbers | 2609772 |
| There's No Place Like Home, Pt. 1 | 2609526 |
| Everybody Hates Hugo | 2609192 |
| Orientation | 2609083 |
| The Economist | 2609025 |
| Eggtown | 2608817 |
| One Giant Leap | 2607649 |
| Nothing to Hide | 2605647 |
| Exodus (Part 2) [Season Finale] | 2605557 |
| Collision | 2605480 |
| The Other Woman | 2605021 |
| ...In Translation | 2604575 |
| Six Months Ago | 2602852 |
| Parasite | 2602727 |
| Run! | 2602602 |
| Homecoming | 2601351 |
| Company Man | 2601226 |
| Company Man | 2601101 |
| The Hard Part | 2601017 |
| Landslide | 2600725 |
| Fire + Water | 2600333 |
| The Fix | 2600266 |
| Unexpected | 2598139 |
| Fallout | 2594761 |
| Exposé | 2593760 |
| The Shape of Things to Come | 2591299 |
| Raised By Another | 2590459 |
| Distractions | 2590382 |
| House of the Rising Sun | 2590032 |
| Ji Yeon | 2588797 |
| Five Years Gone | 2587712 |
| Walkabout | 2587370 |
| Abandoned | 2587041 |
| .07% | 2585794 |
| There's No Place Like Home, Pt. 3 | 2582957 |
| Deus Ex Machina | 2582009 |
| Better Halves | 2573031 |
| White Rabbit | 2571965 |
| Don't Look Back | 2571154 |
| Adrift | 2564958 |
| Collision | 2564916 |
| Further Instructions | 2563980 |
| A Measure of Salvation | 2563938 |
| ...And Found | 2563833 |
| Catch-22 | 2561394 |
| All the Best Cowboys Have Daddy Issues | 2555492 |
| Lost (Pilot, Part 1) [premiere] | 2548875 |
| The Job | 2541875 |
| Hiros | 2533575 |
| A Benihana Christmas, Pts. 1 & 2 | 2519436 |
| Homecoming | 2515882 |
| There's No Place Like Home, Pt. 2 | 2497956 |
| Past, Present, and Future | 2492867 |
| Pilot | 2484567 |
| Live Together, Die Alone, Pt. 1 | 2478041 |
| Lost (Pilot, Part 2) | 2436583 |
| Branch Closing | 1822781 |
| Branch Closing | 1814855 |
| The Merger | 1801926 |
| The Negotiation | 1767851 |
| Women's Appreciation | 1732649 |
| Casino Night - Season Finale | 1712791 |
| The Return | 1705080 |
| Producer's Cut: The Return | 1700241 |
| Beach Games | 1676134 |
| Dazed And Confused | 1612329 |
| The Office: An American Workplace (Pilot) | 1380833 |
| Email Surveillance | 1328870 |
| Gay Witch Hunt | 1326534 |
| Hot Girl | 1325458 |
| Basketball | 1323541 |
| Health Care | 1321791 |
| The Fight | 1320028 |
| The Alliance | 1317125 |
| Halloween | 1315333 |
| Diversity Day | 1306416 |
| Business School | 1302093 |
| The Client | 1299341 |
| The Convention | 1297213 |
| Sexual Harassment | 1294541 |
| Performance Review | 1292458 |
| Office Olympics | 1290458 |
| Traveling Salesmen | 1289039 |
| The Fire | 1288166 |
| Grief Counseling | 1282615 |
| Christmas Party | 1282115 |
| The Initiation | 1280113 |
| Diwali | 1279904 |
| Drug Testing | 1278625 |
| Boys and Girls | 1278333 |
| Dwight's Speech | 1278041 |
| The Coup | 1276526 |
| The Injury | 1275275 |
| Conflict Resolution | 1274583 |
| The Convict | 1273064 |
| Cocktails | 1272522 |
| Ben Franklin | 1271938 |
| Back from Vacation | 1271688 |
| Phyllis's Wedding | 1271521 |
| Safety Training | 1271229 |
| Valentine's Day | 1270375 |
| Take Your Daughter to Work Day | 1268333 |
| Product Recall | 1268268 |
| Booze Cruise | 1267958 |
| The Secret | 1264875 |
| The Carpet | 1264375 |
| The Dundies | 1253541 |
| Michael's Birthday | 1237791 |
| Space Truckin' | 1196094 |
| Dazed And Confused | 1116734 |
| We've Got To Get Together/Jingo | 1070027 |
| Funky Piano | 934791 |
| Going Down / Highway Star | 913658 |
| My Funny Valentine (Live) | 907520 |
| Santana Jam | 882834 |
| The Sun Road | 880640 |
| Whole Lotta Love | 863895 |
| Mistreated (Alternate Version) | 854700 |
| Just Ain't Good Enough | 850259 |
| Miles Runs The Voodoo Down | 843964 |
| Whole Lotta Love (Medley) | 825103 |
| Rime of the Ancient Mariner | 816509 |
| Walkin' | 807392 |
| You Fool No One | 804101 |
| Rime Of The Ancient Mariner | 789472 |
| Moby Dick | 766354 |
| You Fool No One (Alternate Version) | 763924 |
| Mistreated | 758648 |
| No Quarter | 749897 |
| The Calling | 747755 |
| El Corazon Manda | 713534 |
| How Many More Times | 711836 |
| The End | 701831 |
| Sign Of The Cross | 678008 |
| Advance Romance | 677694 |
| Reach Down | 672773 |
| Mercyful Fate | 671712 |
| Xanadu | 667428 |
| In My Time Of Dying | 666017 |
| I Heard It Through The Grapevine | 664894 |
| Amy Amy Amy (Outro) | 663426 |
| Outbreak | 659226 |
| Stairway To Heaven | 657293 |
| Sign Of The Cross | 649116 |
| Sleeping Village | 644571 |
| Fried Neckbones And Home Fries | 638563 |
| Carouselambra | 634435 |
| La Puesta Del Sol | 628062 |
| Achilles Last Stand | 625502 |
| Child In Time | 620460 |
| You Shook Me(2) | 619467 |
| The Way You Do To Mer | 618344 |
| Smoke On The Water | 618031 |
| Revolution 1993 | 616829 |
| Coma | 616511 |
| Child In Time (Son Of Aleric - Instrumental) | 602880 |
| Adagio for Strings from the String Quartet, Op. 11 | 596519 |
| Seventh Son of a Seventh Son | 593580 |
| Jingo | 592953 |
| The Angel And The Gambler | 592744 |
| All I Want Is You | 591986 |
| Talkin' 'Bout Women Obviously | 589531 |
| The Outlaw Torn | 588721 |
| To Live Is To Die | 588564 |
| ...And Justice For All | 585769 |
| Book of Hours | 583366 |
| Stratus | 582086 |
| The Messiah: Behold, I Tell You a Mystery... The Trumpet Shall Sound | 582029 |
| Dream Of Mirrors | 578324 |
| La Villa Strangiato | 577488 |
| Blind Curve: Vocal Under A Bloodlight / Passing Strangers / Mylo / Perimeter Walk / Threshold | 569704 |
| Symphony No. 3 Op. 36 for Orchestra and Soprano Symfonia Piesni Zalosnych \ Lento E Largo - Tranquillissimo | 567494 |
| Tea For One | 566752 |
| For the Greater Good of God | 564893 |
| So What | 564009 |
| Estranged | 563800 |
| The Legacy | 562966 |
| Symphonie Fantastique, Op. 14: V. Songe d'une nuit du sabbat | 561967 |
| Dream Of Mirrors | 561162 |
| Concerto for Piano No. 2 in F Minor, Op. 21: II. Larghetto | 560342 |
| The Clansman | 559203 |
| Homecoming / The Death Of St. Jimmy / East 12th St. / Nobody Likes You / Rock And Roll Girlfriend / We're Coming Home Again | 558602 |
| No More Tears | 555075 |
| Iron Man/Children of the Grave | 552308 |
| Falling in Circles | 549093 |
| Jesus Of Suburbia / City Of The Damned / I Don't Care / Dearly Beloved / Tales Of Another Broken Home | 548336 |
| The Nomad | 546115 |
| Release | 546063 |
| Tuesday's Gone | 545750 |
| Scheherazade, Op. 35: I. The Sea and Sindbad's Ship | 545203 |
| Someday My Prince Will Come | 544078 |
| Faroeste Caboclo | 543007 |
| The Clansman | 539689 |
| November Rain | 537540 |
| The Call Of Ktulu | 534883 |
| Chaos-Control | 529841 |
| Just Another Story | 529684 |
| Stairway To Heaven | 529658 |
| Riviera Paradise | 528692 |
| She Wears Black | 528666 |
| All Within My Hands | 527986 |
| In The Light | 526785 |
| On the Beautiful Blue Danube | 526696 |
| Black Light Syndrome | 526471 |
| Brighter Than a Thousand Suns | 526255 |
| Whistle Stop | 526132 |
| Locomotive | 522396 |
| Jupiter, the Bringer of Jollity | 522099 |
| By-Tor And The Snow Dog | 519888 |
| A E O Z | 518556 |
| Dance Of Death | 516649 |
| Alexander the Great | 515631 |
| War Pigs | 515435 |
| Master Of Puppets | 515239 |
| Year to the Day | 514612 |
| Won't Get Fooled Again (Full Length Version) | 513750 |
| Dark Corners | 513541 |
| Blow Your Mind | 512339 |
| Invisible Kid | 510197 |
| The Alchemist | 509413 |
| Kashmir | 508604 |
| Paschendale | 508107 |
| How Many More Times | 508055 |
| The Thin Line Between Love & Hate | 506801 |
| Where The River Goes | 505991 |
| Rain Song | 505808 |
| Some Kind Of Monster | 505626 |
| Title Song | 505521 |
| Miserere mei, Deus | 501503 |
| Fools | 500427 |
| Orion | 500062 |
| Bleeding Me | 497998 |
| LOST In 8:15 | 497163 |
| Disposable Heroes | 496718 |
| Sir Psycho Sexy | 496692 |
| Fixxxer | 496065 |
| Iron Maiden | 494602 |
| Wheels Of Confusion / The Straightener | 494524 |
| Book Of Thel | 494393 |
| The Real Thing | 493635 |
| Concerto for Violin, Strings and Continuo in G Major, Op. 3, No. 9: I. Allegro | 493573 |
| You Oughta Know (Alternate) | 491885 |
| The Unbeliever | 490422 |
| Petits Machins (Little Stuff) | 487392 |
| Steal Away (The Night) | 485720 |
| Don't Look To The Eyes Of A Stranger | 483657 |
| Concerto for Cello and Orchestra in E minor, Op. 85: I. Adagio - Moderato | 483133 |
| Terra | 482429 |
| Stairway To Heaven | 481619 |
| Out Of Control | 479242 |
| Flight Of The Rat | 478302 |
| The Evil That Men Do | 478145 |
| Bye Bye Blackbird | 476003 |
| Evil Ways | 475402 |
| Running Free | 474017 |
| Nefertiti | 473495 |
| Aeroplane Flies High | 473391 |
| Old Love | 472920 |
| Loverman | 472764 |
| Hallowed Be Thy Name | 471849 |
| Am I Evil? | 470256 |
| Come Back | 469968 |
| The Longest Day | 467810 |
| Suicide Solution (With Guitar Solo) | 467069 |
| War Pigs | 464770 |
| Smoke On The Water | 464378 |
| The Frayed Ends Of Sanity | 464039 |
| Once | 462837 |
| Civil War | 461165 |
| Us And Them | 461035 |
| Fear Of The Dark | 460695 |
| Wiser Time | 459990 |
| The Rain Song | 459180 |
| Low Man's Lyric | 457639 |
| Snoopy's search-Red baron | 456071 |
| Powerslave | 454974 |
| Burn | 453955 |
| País Tropical | 452519 |
| Sometimes I Feel Like Screaming | 451840 |
| Hallowed Be Thy Name | 451422 |
| Heaven Can Wait | 448574 |
| Hallowed Be Thy Name | 447791 |
| Duende | 447582 |
| One | 446484 |
| Caught Somewhere in Time | 445779 |
| To Tame A Land | 445283 |
| Lord of Light | 444614 |
| No More Tears | 444358 |
| Since I've Been Loving You | 444055 |
| Fortunes Of War | 443977 |
| Hallowed Be Thy Name | 443977 |
| The Reincarnation of Benjamin Breeg | 442106 |
| Lazy | 442096 |
| No More Lies | 441782 |
| Heaven Can Wait | 441417 |
| St. Anger | 441234 |
| Phantom Of The Opera | 441155 |
| Heaven Can Wait | 440555 |
| River Song | 439510 |
| Leave | 437968 |
| Fear Of The Dark | 436976 |
| Sozinho (Hitmakers Classic Mix) | 436636 |
| Master Of Puppets | 436453 |
| Blood Brothers | 435513 |
| Blood Brothers | 434442 |
| Stone Crazy | 433397 |
| The Four Horsemen | 433188 |
| Fear Of The Dark | 431542 |
| Fear Of The Dark | 431333 |
| Hallowed Be Thy Name (Live) [Non Album Bonus Track] | 431262 |
| Hard Lovin' Man | 431203 |
| Victim Of Change (Live) | 430942 |
| Layla | 430733 |
| Shoot Me Again | 430210 |
| The Unnamed Feeling | 429479 |
| Hallowed Be Thy Name | 428669 |
| Inside Job | 428643 |
| Light My Fire | 428329 |
| 05 - Phantom of the Opera | 428016 |
| When The Levee Breaks | 427702 |
| Journeyman | 427023 |
| Time | 425195 |
| Breakdown | 424960 |
| Knocking At Your Back Door | 424829 |
| Otay | 423653 |
| Scam | 422321 |
| Voce Nao Entende Nada - Cotidiano | 421982 |
| A Bencao E Outros | 421093 |
| No Quarter | 420493 |
| Snowblind | 420022 |
| Lemon | 418324 |
| Rehab (Hot Chip Remix) | 418293 |
| Phantom Of The Opera | 418168 |
| Afraid To Shoot Strangers | 416496 |
| Since I've Been Loving You | 416365 |
| Seek & Destroy | 415817 |
| Black | 415712 |
| No No No | 414902 |
| Fade To Black | 414824 |
| Four Walled World | 414474 |
| Where The Wild Things Are | 414380 |
| Norwegian Wood | 413910 |
| Afraid To Shoot Strangers | 412525 |
| These Colours Don't Run | 412152 |
| Wellington's Victory or the Battle Symphony, Op.91: 2. Symphony of Triumph | 412000 |
| In The Evening | 410566 |
| Se Liga | 410409 |
| Ghost Of The Navigator | 410070 |
| Samba Da Bênção | 409965 |
| You Sent Me Flying / Cherry | 409906 |
| My Friend Of Misery | 409547 |
| Revelations | 408607 |
| Ghost Of The Navigator | 408607 |
| Down by the Sea | 408163 |
| Afraid To Shoot Strangers | 407980 |
| Powerslave | 407823 |
| Daughter | 407484 |
| Paradise City | 406347 |
| Karelia Suite, Op.11: 2. Ballade (Tempo Di Menuetto) | 406000 |
| Blue Train | 405028 |
| The Educated Fool | 404767 |
| Girl From A Pawnshop | 404688 |
| Third Stone From The Sun | 404453 |
| Computadores Fazem Arte | 404323 |
| Wherever I May Roam | 404323 |
| The Small Hours | 403435 |
| Blackened | 403382 |
| Jerusalem | 402390 |
| Dazed and Confused | 401920 |
| Babe I'm Gonna Leave You | 401475 |
| Terra | 401319 |
| Soot & Stars | 399986 |
| The Edge Of Darkness | 399333 |
| The House Jack Built | 398942 |
| Jizzlobber | 398341 |
| Helpless | 398315 |
| Thank You | 398262 |
| Still Of The Night | 398210 |
| Ride The Lightning | 397740 |
| Astronomy | 397531 |
| Creeping Death | 396878 |
| Deep Waters | 396460 |
| Save Me (Remix) | 396303 |
| The Thing That Should Not Be | 396199 |
| King For A Day | 395859 |
| 22 Acacia Avenue | 395572 |
| The Unforgiven II | 395520 |
| The Shortest Straw | 395389 |
| Concerto for Clarinet in A Major, K. 622: II. Adagio | 394482 |
| Wicked Ways | 393691 |
Q9. Find how much amount spent by each customer on artists. Write a query to return the customer name, artist name, and total spent.
view query
```sql
WITH best_selling_artist AS
(SELECT artist.artist_id AS artist_id, artist.name AS artist_name, SUM(invoice_line.unit_price * invoice_line.quantity) AS total_spent
FROM invoice_line
JOIN track ON track.track_id = invoice_line.track_id
JOIN album ON album.album_id = track.album_id
JOIN artist ON artist.artist_id = album.artist_id
GROUP BY 1
ORDER BY 3 DESC)
SELECT c.customer_id AS customer_id, c.first_name AS name, bsa.artist_name AS artist_name, SUM(il.unit_price * il.quantity) AS total_spent
FROM invoice i
JOIN customer c ON c.customer_id = i.customer_id
JOIN invoice_line il ON il.invoice_id = i.invoice_id
JOIN track t ON t.track_id = il.track_id
JOIN album al ON al.album_id = t.album_id
JOIN best_selling_artist bsa ON bsa.artist_id = al.artist_id
GROUP BY 1, 2, 3
ORDER BY 4 DESC;
```markdown
|customer_id|name |artist_name |total_spent|
|-----------|------------------------------|----------------------------------------------------------|-----------|
|46 |Hugh |Queen |27.72 |
|42 |Wyatt |Frank Sinatra |23.76 |
|29 |Robert |Creedence Clearwater Revival |19.80 |
|6 |Helena |Red Hot Chili Peppers |19.80 |
|32 |Aaron |James Brown |19.80 |
|5 |František |Kiss |19.80 |
|3 |François |The Who |19.80 |
|22 |Heather |House Of Pain |18.81 |
|46 |Hugh |Nirvana |18.81 |
|38 |Niklas |Queen |18.81 |
|20 |Dan |Eric Clapton |17.82 |
|1 |Luís |The Cult |17.82 |
|3 |François |Queen |17.82 |
|46 |Hugh |Marisa Monte |17.82 |
|26 |Richard |Marvin Gaye |17.82 |
|45 |Ladislav |The Cult |17.82 |
|39 |Camille |Marisa Monte |17.82 |
|5 |František |Eric Clapton |17.82 |
|54 |Steve |AC/DC |17.82 |
|55 |Mark |The Clash |17.82 |
|58 |Manoj |O Rappa |16.83 |
|34 |João |Queen |16.83 |
|37 |Fynn |Jimi Hendrix |16.83 |
|58 |Manoj |Jimi Hendrix |16.83 |
|27 |Patrick |Nirvana |16.83 |
|34 |João |Jimi Hendrix |16.83 |
|51 |Joakim |Soundgarden |16.83 |
|6 |Helena |Jimi Hendrix |16.83 |
|16 |Frank |Van Halen |16.83 |
|50 |Enrique |Jimi Hendrix |16.83 |
|12 |Roberto |Jimi Hendrix |16.83 |
|3 |François |Jimi Hendrix |16.83 |
|28 |Julia |Jimi Hendrix |16.83 |
|18 |Michelle |Guns N' Roses |15.84 |
|47 |Lucas |The Rolling Stones |15.84 |
|13 |Fernanda |Red Hot Chili Peppers |15.84 |
|37 |Fynn |Kiss |15.84 |
|25 |Victor |Pearl Jam |15.84 |
|52 |Emma |Red Hot Chili Peppers |15.84 |
|10 |Eduardo |Metallica |14.85 |
|40 |Dominique |Pearl Jam |14.85 |
|15 |Jennifer |Aerosmith |14.85 |
|55 |Mark |Aerosmith |14.85 |
|31 |Martha |Guns N' Roses |14.85 |
|7 |Astrid |Miles Davis |14.85 |
|53 |Phil |Motörhead |14.85 |
|57 |Luis |Red Hot Chili Peppers |14.85 |
|1 |Luís |Rush |13.86 |
|53 |Phil |The Police |13.86 |
|36 |Hannah |Miles Davis |13.86 |
|32 |Aaron |Chris Cornell |13.86 |
|44 |Terhi |The Police |13.86 |
|51 |Joakim |Guns N' Roses |13.86 |
|6 |Helena |Van Halen |13.86 |
|22 |Heather |Green Day |13.86 |
|13 |Fernanda |Antônio Carlos Jobim |13.86 |
|2 |Leonie |Audioslave |13.86 |
|56 |Diego |Green Day |13.86 |
|50 |Enrique |Miles Davis |13.86 |
|24 |Frank |Chris Cornell |13.86 |
|11 |Alexandre |Pearl Jam |13.86 |
|18 |Michelle |Os Mutantes |13.86 |
|58 |Manoj |JET |12.87 |
|40 |Dominique |Foo Fighters |12.87 |
|1 |Luís |JET |12.87 |
|21 |Kathy |Van Halen |12.87 |
|7 |Astrid |Nirvana |12.87 |
|11 |Alexandre |JET |12.87 |
|37 |Fynn |U2 |12.87 |
|52 |Emma |Alanis Morissette |12.87 |
|33 |Ellie |Pearl Jam |12.87 |
|48 |Johannes |Amy Winehouse |12.87 |
|34 |João |Alanis Morissette |12.87 |
|5 |František |R.E.M. |12.87 |
|53 |Phil |JET |12.87 |
|30 |Edward |Alanis Morissette |12.87 |
|8 |Daan |Godsmack |11.88 |
|39 |Camille |Scorpions |11.88 |
|42 |Wyatt |Godsmack |11.88 |
|26 |Richard |Scorpions |11.88 |
|15 |Jennifer |Nirvana |11.88 |
|53 |Phil |Queen |11.88 |
|37 |Fynn |Amy Winehouse |11.88 |
|17 |Jack |Foo Fighters |11.88 |
|4 |Bjørn |Guns N' Roses |11.88 |
|25 |Victor |Alice In Chains |11.88 |
|34 |João |Godsmack |11.88 |
|16 |Frank |Godsmack |11.88 |
|41 |Marc |Queen |11.88 |
|25 |Victor |The Rolling Stones |11.88 |
|5 |František |Jota Quest |11.88 |
|59 |Rishabh |The Cult |11.88 |
|54 |Steve |Stone Temple Pilots |11.88 |
|45 |Ladislav |Godsmack |11.88 |
|19 |Tim |The Rolling Stones |11.88 |
|22 |Heather |Amy Winehouse |11.88 |
|40 |Dominique |Scorpions |11.88 |
|16 |Frank |R.E.M. |11.88 |
|20 |Dan |Foo Fighters |11.88 |
|57 |Luis |Pearl Jam |11.88 |
|4 |Bjørn |Metallica |10.89 |
|25 |Victor |R.E.M. |10.89 |
|21 |Kathy |AC/DC |10.89 |
|53 |Phil |AC/DC |10.89 |
|33 |Ellie |Queen |10.89 |
|13 |Fernanda |Jamiroquai |10.89 |
|55 |Mark |System Of A Down |10.89 |
|47 |Lucas |Queen |10.89 |
|4 |Bjørn |The Doors |10.89 |
|27 |Patrick |The Doors |10.89 |
|27 |Patrick |System Of A Down |10.89 |
|12 |Roberto |Metallica |10.89 |
|21 |Kathy |Skank |10.89 |
|49 |Stanisław |Buddy Guy |10.89 |
|12 |Roberto |R.E.M. |10.89 |
|5 |František |Foo Fighters |10.89 |
|37 |Fynn |Iron Maiden |9.90 |
|51 |Joakim |Iron Maiden |9.90 |
|49 |Stanisław |AC/DC |9.90 |
|37 |Fynn |Jamiroquai |9.90 |
|35 |Madalena |Iron Maiden |9.90 |
|59 |Rishabh |Marillion |9.90 |
|43 |Isabelle |Deep Purple |9.90 |
|52 |Emma |Pink Floyd |8.91 |
|3 |François |Apocalyptica |7.92 |
|21 |Kathy |Black Sabbath |7.92 |
|1 |Luís |AC/DC |7.92 |
|24 |Frank |AC/DC |7.92 |
|11 |Alexandre |Metallica |7.92 |
|24 |Frank |Black Sabbath |6.93 |
|23 |John |Green Day |4.95 |
|8 |Daan |Foo Fighters |4.95 |
|30 |Edward |Eric Clapton |4.95 |
|17 |Jack |U2 |4.95 |
|5 |František |Nirvana |4.95 |
|17 |Jack |Amy Winehouse |4.95 |
|20 |Dan |Van Halen |4.95 |
|35 |Madalena |Jimi Hendrix |4.95 |
|50 |Enrique |Frank Sinatra |3.96 |
|43 |Isabelle |Green Day |3.96 |
|28 |Julia |R.E.M. |3.96 |
|4 |Bjørn |Van Halen |3.96 |
|42 |Wyatt |Amy Winehouse |3.96 |
|4 |Bjørn |System Of A Down |3.96 |
|44 |Terhi |Jimi Hendrix |3.96 |
|31 |Martha |AC/DC |3.96 |
|28 |Julia |The Doors |3.96 |
|43 |Isabelle |Metallica |3.96 |
|18 |Michelle |Pearl Jam |3.96 |
|23 |John |The Who |3.96 |
|17 |Jack |Def Leppard |3.96 |
|41 |Marc |Amy Winehouse |3.96 |
|58 |Manoj |The Rolling Stones |3.96 |
|38 |Niklas |Amy Winehouse |3.96 |
|57 |Luis |Guns N' Roses |3.96 |
|58 |Manoj |Iron Maiden |3.96 |
|20 |Dan |Queen |3.96 |
|20 |Dan |The Who |3.96 |
|20 |Dan |Red Hot Chili Peppers |3.96 |
|36 |Hannah |Metallica |3.96 |
|31 |Martha |Red Hot Chili Peppers |3.96 |
|58 |Manoj |Foo Fighters |3.96 |
|57 |Luis |Green Day |3.96 |
|25 |Victor |The Clash |3.96 |
|50 |Enrique |Foo Fighters |3.96 |
|43 |Isabelle |Led Zeppelin |3.96 |
|5 |František |Queen |3.96 |
|22 |Heather |Guns N' Roses |3.96 |
|44 |Terhi |The Clash |3.96 |
|33 |Ellie |The Rolling Stones |3.96 |
|36 |Hannah |U2 |3.96 |
|3 |François |Black Sabbath |3.96 |
|17 |Jack |Nirvana |3.96 |
|9 |Kara |Jamiroquai |3.96 |
|17 |Jack |Metallica |3.96 |
|42 |Wyatt |Green Day |2.97 |
|21 |Kathy |Led Zeppelin |2.97 |
|40 |Dominique |The Who |2.97 |
|23 |John |Queen |2.97 |
|44 |Terhi |AC/DC |2.97 |
|31 |Martha |Frank Sinatra |2.97 |
|51 |Joakim |Alanis Morissette |2.97 |
|44 |Terhi |The Who |2.97 |
|34 |João |Green Day |2.97 |
|58 |Manoj |Scorpions |2.97 |
|1 |Luís |Guns N' Roses |2.97 |
|21 |Kathy |Nirvana |2.97 |
|16 |Frank |Jamiroquai |2.97 |
|2 |Leonie |The Clash |2.97 |
|16 |Frank |AC/DC |2.97 |
|20 |Dan |Nirvana |2.97 |
|48 |Johannes |Foo Fighters |2.97 |
|42 |Wyatt |Deep Purple |2.97 |
|6 |Helena |The Doors |2.97 |
|8 |Daan |R.E.M. |2.97 |
|14 |Mark |Pink Floyd |2.97 |
|26 |Richard |Jamiroquai |2.97 |
|51 |Joakim |Jimi Hendrix |2.97 |
|21 |Kathy |Metallica |2.97 |
|17 |Jack |Led Zeppelin |2.97 |
|25 |Victor |Eric Clapton |2.97 |
|18 |Michelle |Amy Winehouse |2.97 |
|4 |Bjørn |Green Day |2.97 |
|42 |Wyatt |AC/DC |2.97 |
|24 |Frank |U2 |2.97 |
|45 |Ladislav |Red Hot Chili Peppers |2.97 |
|36 |Hannah |Jimi Hendrix |2.97 |
|10 |Eduardo |System Of A Down |2.97 |
|36 |Hannah |Green Day |2.97 |
|7 |Astrid |Black Label Society |2.97 |
|37 |Fynn |System Of A Down |2.97 |
|17 |Jack |Red Hot Chili Peppers |2.97 |
|6 |Helena |U2 |2.97 |
|2 |Leonie |Eric Clapton |2.97 |
|18 |Michelle |Judas Priest |2.97 |
|54 |Steve |Green Day |2.97 |
|13 |Fernanda |Foo Fighters |2.97 |
|3 |François |Eric Clapton |2.97 |
|44 |Terhi |Pearl Jam |2.97 |
|21 |Kathy |Pink Floyd |2.97 |
|33 |Ellie |Led Zeppelin |2.97 |
|13 |Fernanda |Pearl Jam |2.97 |
|58 |Manoj |Alice In Chains |2.97 |
|22 |Heather |The Doors |2.97 |
|6 |Helena |AC/DC |2.97 |
|2 |Leonie |The Rolling Stones |2.97 |
|13 |Fernanda |The Who |2.97 |
|30 |Edward |Iron Maiden |2.97 |
|17 |Jack |Green Day |2.97 |
|28 |Julia |JET |2.97 |
|54 |Steve |Jimi Hendrix |2.97 |
|4 |Bjørn |JET |2.97 |
|46 |Hugh |Ozzy Osbourne |2.97 |
|23 |John |Scorpions |2.97 |
|19 |Tim |Nirvana |2.97 |
|29 |Robert |Led Zeppelin |2.97 |
|7 |Astrid |Ozzy Osbourne |2.97 |
|10 |Eduardo |Jamiroquai |2.97 |
|43 |Isabelle |The Rolling Stones |2.97 |
|10 |Eduardo |Guns N' Roses |2.97 |
|30 |Edward |Pink Floyd |2.97 |
|2 |Leonie |The Doors |2.97 |
|7 |Astrid |Jimi Hendrix |2.97 |
|28 |Julia |Red Hot Chili Peppers |2.97 |
|13 |Fernanda |Alanis Morissette |2.97 |
|40 |Dominique |Black Sabbath |2.97 |
|35 |Madalena |AC/DC |2.97 |
|2 |Leonie |Chris Cornell |2.97 |
|42 |Wyatt |Led Zeppelin |2.97 |
|50 |Enrique |The Police |2.97 |
|9 |Kara |Gilberto Gil |2.97 |
|57 |Luis |Nirvana |2.97 |
|26 |Richard |U2 |2.97 |
|58 |Manoj |Rush |2.97 |
|31 |Martha |Queen |2.97 |
|43 |Isabelle |R.E.M. |2.97 |
|53 |Phil |Foo Fighters |2.97 |
|36 |Hannah |Marvin Gaye |2.97 |
|36 |Hannah |Black Sabbath |2.97 |
|35 |Madalena |System Of A Down |2.97 |
|43 |Isabelle |Aerosmith |2.97 |
|39 |Camille |Rush |2.97 |
|17 |Jack |The Rolling Stones |2.97 |
|49 |Stanisław |Red Hot Chili Peppers |2.97 |
|53 |Phil |Pink Floyd |2.97 |
|14 |Mark |Lenny Kravitz |2.97 |
|10 |Eduardo |The Police |2.97 |
|23 |John |R.E.M. |2.97 |
|5 |František |System Of A Down |2.97 |
|23 |John |Frank Sinatra |2.97 |
|5 |František |The Clash |2.97 |
|42 |Wyatt |Eric Clapton |2.97 |
|35 |Madalena |Pink Floyd |2.97 |
|4 |Bjørn |Def Leppard |2.97 |
|12 |Roberto |The Who |2.97 |
|31 |Martha |Nirvana |2.97 |
|43 |Isabelle |Foo Fighters |2.97 |
|33 |Ellie |System Of A Down |2.97 |
|38 |Niklas |AC/DC |2.97 |
|27 |Patrick |Guns N' Roses |2.97 |
|2 |Leonie |System Of A Down |2.97 |
|6 |Helena |Iron Maiden |2.97 |
|30 |Edward |Jamiroquai |2.97 |
|30 |Edward |Led Zeppelin |2.97 |
|13 |Fernanda |U2 |2.97 |
|20 |Dan |The Rolling Stones |2.97 |
|31 |Martha |The Rolling Stones |2.97 |
|49 |Stanisław |U2 |2.97 |
|6 |Helena |System Of A Down |2.97 |
|1 |Luís |Miles Davis |2.97 |
|20 |Dan |Soundgarden |2.97 |
|45 |Ladislav |Foo Fighters |2.97 |
|19 |Tim |Creedence Clearwater Revival |2.97 |
|41 |Marc |Guns N' Roses |2.97 |
|33 |Ellie |Guns N' Roses |2.97 |
|10 |Eduardo |Iron Maiden |2.97 |
|21 |Kathy |Pearl Jam |2.97 |
|1 |Luís |Aerosmith |2.97 |
|54 |Steve |The Rolling Stones |2.97 |
|20 |Dan |Alice In Chains |2.97 |
|2 |Leonie |Pearl Jam |2.97 |
|36 |Hannah |Led Zeppelin |2.97 |
|41 |Marc |Frank Sinatra |2.97 |
|20 |Dan |U2 |2.97 |
|46 |Hugh |Rush |2.97 |
|39 |Camille |R.E.M. |2.97 |
|42 |Wyatt |Alice In Chains |2.97 |
|17 |Jack |Creedence Clearwater Revival |2.97 |
|28 |Julia |Black Sabbath |2.97 |
|36 |Hannah |System Of A Down |2.97 |
|28 |Julia |Amy Winehouse |2.97 |
|57 |Luis |Aerosmith |2.97 |
|46 |Hugh |Red Hot Chili Peppers |2.97 |
|17 |Jack |Miles Davis |2.97 |
|56 |Diego |Nirvana |2.97 |
|54 |Steve |Queen |2.97 |
|54 |Steve |Pearl Jam |2.97 |
|2 |Leonie |Kiss |2.97 |
|36 |Hannah |Red Hot Chili Peppers |2.97 |
|51 |Joakim |The Rolling Stones |2.97 |
|6 |Helena |Deep Purple |2.97 |
|10 |Eduardo |Foo Fighters |2.97 |
|30 |Edward |The Rolling Stones |2.97 |
|49 |Stanisław |Godsmack |1.98 |
|40 |Dominique |Lenny Kravitz |1.98 |
|49 |Stanisław |Iron Maiden |1.98 |
|21 |Kathy |Marvin Gaye |1.98 |
|2 |Leonie |Pink Floyd |1.98 |
|4 |Bjørn |Nirvana |1.98 |
|53 |Phil |Santana |1.98 |
|58 |Manoj |Green Day |1.98 |
|26 |Richard |James Brown |1.98 |
|10 |Eduardo |Green Day |1.98 |
|44 |Terhi |UB40 |1.98 |
|15 |Jennifer |Chris Cornell |1.98 |
|41 |Marc |Green Day |1.98 |
|32 |Aaron |Creedence Clearwater Revival |1.98 |
|44 |Terhi |Lenny Kravitz |1.98 |
|35 |Madalena |Amy Winehouse |1.98 |
|46 |Hugh |Amy Winehouse |1.98 |
|13 |Fernanda |R.E.M. |1.98 |
|43 |Isabelle |Judas Priest |1.98 |
|15 |Jennifer |Alice In Chains |1.98 |
|21 |Kathy |R.E.M. |1.98 |
|33 |Ellie |Judas Priest |1.98 |
|41 |Marc |The Rolling Stones |1.98 |
|19 |Tim |The Police |1.98 |
|55 |Mark |Deep Purple |1.98 |
|42 |Wyatt |Foo Fighters |1.98 |
|48 |Johannes |Red Hot Chili Peppers |1.98 |
|15 |Jennifer |Queen |1.98 |
|2 |Leonie |Faith No More |1.98 |
|42 |Wyatt |Pearl Jam |1.98 |
|17 |Jack |Legião Urbana |1.98 |
|20 |Dan |Lenny Kravitz |1.98 |
|10 |Eduardo |Black Label Society |1.98 |
|5 |František |U2 |1.98 |
|15 |Jennifer |Green Day |1.98 |
|12 |Roberto |Pink Floyd |1.98 |
|13 |Fernanda |Ozzy Osbourne |1.98 |
|5 |František |Godsmack |1.98 |
|32 |Aaron |Pearl Jam |1.98 |
|17 |Jack |The Police |1.98 |
|15 |Jennifer |The Clash |1.98 |
|12 |Roberto |Foo Fighters |1.98 |
|18 |Michelle |Pink Floyd |1.98 |
|16 |Frank |Jimi Hendrix |1.98 |
|11 |Alexandre |The Rolling Stones |1.98 |
|19 |Tim |Green Day |1.98 |
|12 |Roberto |Amy Winehouse |1.98 |
|6 |Helena |Led Zeppelin |1.98 |
|19 |Tim |Jamiroquai |1.98 |
|44 |Terhi |House Of Pain |1.98 |
|36 |Hannah |Guns N' Roses |1.98 |
|9 |Kara |Audioslave |1.98 |
|13 |Fernanda |Marvin Gaye |1.98 |
|48 |Johannes |Soundgarden |1.98 |
|35 |Madalena |Foo Fighters |1.98 |
|13 |Fernanda |Santana |1.98 |
|21 |Kathy |Foo Fighters |1.98 |
|12 |Roberto |Motörhead |1.98 |
|20 |Dan |AC/DC |1.98 |
|41 |Marc |Lenny Kravitz |1.98 |
|12 |Roberto |Frank Sinatra |1.98 |
|58 |Manoj |Faith No More |1.98 |
|5 |František |Ozzy Osbourne |1.98 |
|52 |Emma |Chris Cornell |1.98 |
|5 |František |JET |1.98 |
|20 |Dan |Godsmack |1.98 |
|17 |Jack |Apocalyptica |1.98 |
|6 |Helena |Nirvana |1.98 |
|5 |František |Creedence Clearwater Revival |1.98 |
|59 |Rishabh |Pink Floyd |1.98 |
|49 |Stanisław |Stone Temple Pilots |1.98 |
|56 |Diego |Iron Maiden |1.98 |
|41 |Marc |Eric Clapton |1.98 |
|48 |Johannes |Eric Clapton |1.98 |
|35 |Madalena |Queen |1.98 |
|26 |Richard |Chris Cornell |1.98 |
|26 |Richard |Van Halen |1.98 |
|57 |Luis |Led Zeppelin |1.98 |
|1 |Luís |Iron Maiden |1.98 |
|22 |Heather |Jimi Hendrix |1.98 |
|27 |Patrick |The Rolling Stones |1.98 |
|26 |Richard |Foo Fighters |1.98 |
|17 |Jack |Audioslave |1.98 |
|42 |Wyatt |Red Hot Chili Peppers |1.98 |
|58 |Manoj |R.E.M. |1.98 |
|59 |Rishabh |Soundgarden |1.98 |
|55 |Mark |The Doors |1.98 |
|12 |Roberto |Jamiroquai |1.98 |
|35 |Madalena |Scorpions |1.98 |
|1 |Luís |The Who |1.98 |
|43 |Isabelle |Eric Clapton |1.98 |
|12 |Roberto |Pearl Jam |1.98 |
|27 |Patrick |Van Halen |1.98 |
|50 |Enrique |Metallica |1.98 |
|30 |Edward |U2 |1.98 |
|37 |Fynn |Led Zeppelin |1.98 |
|44 |Terhi |Judas Priest |1.98 |
|50 |Enrique |Apocalyptica |1.98 |
|20 |Dan |Amy Winehouse |1.98 |
|43 |Isabelle |Alanis Morissette |1.98 |
|30 |Edward |Aerosmith |1.98 |
|31 |Martha |The Who |1.98 |
|35 |Madalena |Velvet Revolver |1.98 |
|38 |Niklas |Guns N' Roses |1.98 |
|39 |Camille |Pearl Jam |1.98 |
|9 |Kara |The Doors |1.98 |
|2 |Leonie |The Police |1.98 |
|11 |Alexandre |Queen |1.98 |
|52 |Emma |Pearl Jam |1.98 |
|40 |Dominique |The Clash |1.98 |
|48 |Johannes |Alice In Chains |1.98 |
|49 |Stanisław |System Of A Down |1.98 |
|5 |František |Frank Sinatra |1.98 |
|35 |Madalena |Stone Temple Pilots |1.98 |
|22 |Heather |Deep Purple |1.98 |
|41 |Marc |Van Halen |1.98 |
|52 |Emma |Metallica |1.98 |
|42 |Wyatt |Audioslave |1.98 |
|31 |Martha |Amy Winehouse |1.98 |
|45 |Ladislav |Soundgarden |1.98 |
|20 |Dan |Creedence Clearwater Revival |1.98 |
|6 |Helena |Accept |1.98 |
|57 |Luis |Creedence Clearwater Revival |1.98 |
|32 |Aaron |Nirvana |1.98 |
|54 |Steve |Led Zeppelin |1.98 |
|1 |Luís |Alanis Morissette |1.98 |
|50 |Enrique |Amy Winehouse |1.98 |
|57 |Luis |Apocalyptica |1.98 |
|45 |Ladislav |Audioslave |1.98 |
|46 |Hugh |Eric Clapton |1.98 |
|28 |Julia |Queen |1.98 |
|6 |Helena |The Cult |1.98 |
|58 |Manoj |Stone Temple Pilots |1.98 |
|24 |Frank |The Police |1.98 |
|5 |František |AC/DC |1.98 |
|38 |Niklas |Frank Sinatra |1.98 |
|49 |Stanisław |Nirvana |1.98 |
|36 |Hannah |Foo Fighters |1.98 |
|44 |Terhi |U2 |1.98 |
|28 |Julia |Miles Davis |1.98 |
|30 |Edward |Queen |1.98 |
|35 |Madalena |Black Sabbath |1.98 |
|26 |Richard |Alanis Morissette |1.98 |
|48 |Johannes |Nirvana |1.98 |
|6 |Helena |Velvet Revolver |1.98 |
|38 |Niklas |Van Halen |1.98 |
|21 |Kathy |The Rolling Stones |1.98 |
|17 |Jack |JET |1.98 |
|6 |Helena |Amy Winehouse |1.98 |
|19 |Tim |Eric Clapton |1.98 |
|11 |Alexandre |Soundgarden |1.98 |
|24 |Frank |Queen |1.98 |
|5 |František |Guns N' Roses |1.98 |
|35 |Madalena |Men At Work |1.98 |
|58 |Manoj |Nirvana |1.98 |
|31 |Martha |Green Day |1.98 |
|21 |Kathy |Eric Clapton |1.98 |
|26 |Richard |Amy Winehouse |1.98 |
|12 |Roberto |Aerosmith |1.98 |
|18 |Michelle |Velvet Revolver |1.98 |
|30 |Edward |Red Hot Chili Peppers |1.98 |
|1 |Luís |Queen |1.98 |
|59 |Rishabh |Audioslave |1.98 |
|1 |Luís |Marisa Monte |1.98 |
|45 |Ladislav |Green Day |1.98 |
|5 |František |Motörhead |1.98 |
|57 |Luis |Deep Purple |1.98 |
|28 |Julia |Foo Fighters |1.98 |
|13 |Fernanda |Pink Floyd |1.98 |
|30 |Edward |AC/DC |1.98 |
|48 |Johannes |R.E.M. |1.98 |
|34 |João |AC/DC |1.98 |
|7 |Astrid |Foo Fighters |1.98 |
|1 |Luís |Pink Floyd |1.98 |
|57 |Luis |The Doors |1.98 |
|59 |Rishabh |Marisa Monte |1.98 |
|7 |Astrid |Aerosmith |1.98 |
|3 |François |Led Zeppelin |1.98 |
|33 |Ellie |The Police |1.98 |
|34 |João |Pink Floyd |1.98 |
|22 |Heather |Judas Priest |1.98 |
|5 |František |Soundgarden |1.98 |
|11 |Alexandre |Green Day |1.98 |
|41 |Marc |Pink Floyd |1.98 |
|31 |Martha |R.E.M. |1.98 |
|59 |Rishabh |Guns N' Roses |1.98 |
|52 |Emma |Queen |1.98 |
|35 |Madalena |Metallica |1.98 |
|43 |Isabelle |The Doors |1.98 |
|1 |Luís |The Police |1.98 |
|30 |Edward |Apocalyptica |1.98 |
|44 |Terhi |Metallica |1.98 |
|49 |Stanisław |Black Sabbath |1.98 |
|8 |Daan |Queen |1.98 |
|54 |Steve |R.E.M. |1.98 |
|50 |Enrique |Green Day |1.98 |
|26 |Richard |Green Day |1.98 |
|49 |Stanisław |Spyro Gyra |1.98 |
|8 |Daan |Iron Maiden |1.98 |
|50 |Enrique |U2 |1.98 |
|54 |Steve |Miles Davis |1.98 |
|34 |João |The Clash |1.98 |
|48 |Johannes |Queen |1.98 |
|31 |Martha |System Of A Down |1.98 |
|15 |Jennifer |Scorpions |1.98 |
|52 |Emma |The Rolling Stones |1.98 |
|19 |Tim |Black Sabbath |1.98 |
|3 |François |Metallica |1.98 |
|44 |Terhi |Queen |1.98 |
|57 |Luis |Ozzy Osbourne |1.98 |
|2 |Leonie |Ozzy Osbourne |1.98 |
|30 |Edward |Black Sabbath |1.98 |
|37 |Fynn |The Police |1.98 |
|2 |Leonie |Van Halen |1.98 |
|22 |Heather |U2 |1.98 |
|54 |Steve |Guns N' Roses |1.98 |
|7 |Astrid |The Rolling Stones |1.98 |
|53 |Phil |Black Sabbath |1.98 |
|49 |Stanisław |Jimi Hendrix |1.98 |
|22 |Heather |The Who |1.98 |
|50 |Enrique |Kiss |1.98 |
|12 |Roberto |U2 |1.98 |
|6 |Helena |Jamiroquai |1.98 |
|24 |Frank |Jimi Hendrix |1.98 |
|55 |Mark |Audioslave |1.98 |
|21 |Kathy |Scorpions |1.98 |
|45 |Ladislav |System Of A Down |1.98 |
|53 |Phil |Van Halen |1.98 |
|21 |Kathy |Green Day |1.98 |
|46 |Hugh |Scorpions |1.98 |
|46 |Hugh |Metallica |1.98 |
|22 |Heather |Led Zeppelin |1.98 |
|38 |Niklas |Buddy Guy |1.98 |
|34 |João |James Brown |1.98 |
|7 |Astrid |System Of A Down |1.98 |
|47 |Lucas |System Of A Down |1.98 |
|27 |Patrick |AC/DC |1.98 |
|55 |Mark |Green Day |1.98 |
|29 |Robert |Foo Fighters |1.98 |
|27 |Patrick |Iron Maiden |1.98 |
|11 |Alexandre |The Who |1.98 |
|32 |Aaron |U2 |1.98 |
|6 |Helena |Santana |1.98 |
|59 |Rishabh |Jamiroquai |1.98 |
|27 |Patrick |Pearl Jam |1.98 |
|24 |Frank |Lenny Kravitz |1.98 |
|45 |Ladislav |The Doors |1.98 |
|40 |Dominique |Marvin Gaye |1.98 |
|24 |Frank |Soundgarden |1.98 |
|53 |Phil |Led Zeppelin |1.98 |
|1 |Luís |U2 |1.98 |
|17 |Jack |Frank Sinatra |1.98 |
|58 |Manoj |Miles Davis |1.98 |
|43 |Isabelle |Scorpions |1.98 |
|4 |Bjørn |Black Sabbath |1.98 |
|8 |Daan |Stone Temple Pilots |1.98 |
|57 |Luis |Miles Davis |1.98 |
|1 |Luís |Faith No More |1.98 |
|13 |Fernanda |The Police |1.98 |
|3 |François |Red Hot Chili Peppers |1.98 |
|13 |Fernanda |Green Day |1.98 |
|13 |Fernanda |Kiss |1.98 |
|23 |John |Eric Clapton |1.98 |
|18 |Michelle |System Of A Down |1.98 |
|39 |Camille |Temple of the Dog |1.98 |
|36 |Hannah |The Police |1.98 |
|3 |François |Aerosmith |1.98 |
|41 |Marc |The Who |1.98 |
|32 |Aaron |Men At Work |1.98 |
|26 |Richard |R.E.M. |1.98 |
|23 |John |Audioslave |1.98 |
|36 |Hannah |Iron Maiden |1.98 |
|39 |Camille |Jimi Hendrix |1.98 |
|29 |Robert |The Who |1.98 |
|9 |Kara |U2 |1.98 |
|43 |Isabelle |Alice In Chains |1.98 |
|58 |Manoj |System Of A Down |1.98 |
|48 |Johannes |Buddy Guy |1.98 |
|15 |Jennifer |Led Zeppelin |1.98 |
|29 |Robert |James Brown |1.98 |
|16 |Frank |The Clash |1.98 |
|41 |Marc |Metallica |1.98 |
|28 |Julia |The Clash |1.98 |
|49 |Stanisław |Alice In Chains |1.98 |
|45 |Ladislav |Metallica |1.98 |
|10 |Eduardo |Marvin Gaye |1.98 |
|38 |Niklas |Aerosmith |1.98 |
|55 |Mark |Frank Sinatra |1.98 |
|36 |Hannah |Alice In Chains |1.98 |
|35 |Madalena |The Police |1.98 |
|9 |Kara |JET |1.98 |
|16 |Frank |Queen |1.98 |
|35 |Madalena |Faith No More |1.98 |
|26 |Richard |Guns N' Roses |1.98 |
|57 |Luis |Godsmack |1.98 |
|53 |Phil |Godsmack |1.98 |
|38 |Niklas |Led Zeppelin |1.98 |
|7 |Astrid |The Doors |1.98 |
|57 |Luis |Eric Clapton |1.98 |
|19 |Tim |Van Halen |1.98 |
|38 |Niklas |Red Hot Chili Peppers |1.98 |
|17 |Jack |Alice In Chains |1.98 |
|34 |João |The Rolling Stones |1.98 |
|30 |Edward |Antônio Carlos Jobim |1.98 |
|4 |Bjørn |Iron Maiden |1.98 |
|7 |Astrid |Deep Purple |1.98 |
|48 |Johannes |The Rolling Stones |1.98 |
|48 |Johannes |Frank Sinatra |1.98 |
|23 |John |The Doors |1.98 |
|34 |João |Metallica |1.98 |
|57 |Luis |James Brown |1.98 |
|24 |Frank |Kiss |1.98 |
|1 |Luís |Amy Winehouse |1.98 |
|42 |Wyatt |Queen |1.98 |
|44 |Terhi |System Of A Down |1.98 |
|35 |Madalena |Miles Davis |1.98 |
|33 |Ellie |Black Sabbath |1.98 |
|50 |Enrique |Godsmack |1.98 |
|18 |Michelle |Soundgarden |1.98 |
|28 |Julia |Alanis Morissette |1.98 |
|57 |Luis |JET |1.98 |
|48 |Johannes |Jimi Hendrix |1.98 |
|26 |Richard |System Of A Down |1.98 |
|17 |Jack |Raul Seixas |1.98 |
|5 |František |Chris Cornell |1.98 |
|50 |Enrique |Incognito |1.98 |
|40 |Dominique |Iron Maiden |1.98 |
|44 |Terhi |Guns N' Roses |1.98 |
|3 |François |The Black Crowes |1.98 |
|41 |Marc |Stone Temple Pilots |1.98 |
|36 |Hannah |The Clash |1.98 |
|13 |Fernanda |Itzhak Perlman |1.98 |
|31 |Martha |The Police |1.98 |
|30 |Edward |Nirvana |1.98 |
|59 |Rishabh |Aerosmith |1.98 |
|42 |Wyatt |Motörhead |1.98 |
|6 |Helena |Guns N' Roses |1.98 |
|49 |Stanisław |The Who |1.98 |
|28 |Julia |Led Zeppelin |1.98 |
|56 |Diego |Eric Clapton |1.98 |
|6 |Helena |Foo Fighters |1.98 |
|13 |Fernanda |The Doors |1.98 |
|9 |Kara |System Of A Down |1.98 |
|50 |Enrique |Iron Maiden |1.98 |
|2 |Leonie |House Of Pain |1.98 |
|39 |Camille |The Rolling Stones |1.98 |
|53 |Phil |U2 |1.98 |
|30 |Edward |Ozzy Osbourne |1.98 |
|51 |Joakim |System Of A Down |1.98 |
|26 |Richard |The Doors |1.98 |
|57 |Luis |AC/DC |1.98 |
|39 |Camille |Red Hot Chili Peppers |1.98 |
|35 |Madalena |Pearl Jam |1.98 |
|44 |Terhi |Alice In Chains |1.98 |
|55 |Mark |Pearl Jam |1.98 |
|49 |Stanisław |Queen |1.98 |
|8 |Daan |Red Hot Chili Peppers |1.98 |
|19 |Tim |Audioslave |1.98 |
|5 |František |The Police |1.98 |
|38 |Niklas |The Doors |1.98 |
|35 |Madalena |Godsmack |1.98 |
|2 |Leonie |Godsmack |1.98 |
|36 |Hannah |Alanis Morissette |1.98 |
|59 |Rishabh |Alanis Morissette |1.98 |
|27 |Patrick |Santana |1.98 |
|10 |Eduardo |The Doors |1.98 |
|21 |Kathy |Guns N' Roses |1.98 |
|54 |Steve |Lenny Kravitz |1.98 |
|17 |Jack |Soundgarden |1.98 |
|9 |Kara |The Rolling Stones |1.98 |
|58 |Manoj |Pearl Jam |1.98 |
|27 |Patrick |Velvet Revolver |1.98 |
|30 |Edward |Faith No More |1.98 |
|20 |Dan |Jamiroquai |1.98 |
|9 |Kara |Nirvana |1.98 |
|18 |Michelle |Frank Sinatra |1.98 |
|38 |Niklas |Pink Floyd |1.98 |
|1 |Luís |Audioslave |1.98 |
|51 |Joakim |The Doors |1.98 |
|57 |Luis |Queen |1.98 |
|6 |Helena |Audioslave |1.98 |
|48 |Johannes |Motörhead |1.98 |
|6 |Helena |R.E.M. |1.98 |
|38 |Niklas |Santana |1.98 |
|30 |Edward |Lenny Kravitz |1.98 |
|47 |Lucas |Led Zeppelin |1.98 |
|20 |Dan |Stone Temple Pilots |1.98 |
|34 |João |Red Hot Chili Peppers |1.98 |
|59 |Rishabh |Judas Priest |1.98 |
|36 |Hannah |Queen |1.98 |
|35 |Madalena |Red Hot Chili Peppers |1.98 |
|6 |Helena |Aerosmith |1.98 |
|26 |Richard |Ozzy Osbourne |1.98 |
|11 |Alexandre |U2 |1.98 |
|15 |Jennifer |Velvet Revolver |1.98 |
|42 |Wyatt |The Police |1.98 |
|6 |Helena |Chris Cornell |1.98 |
|8 |Daan |JET |1.98 |
|36 |Hannah |Audioslave |1.98 |
|15 |Jennifer |Metallica |1.98 |
|44 |Terhi |Motörhead |1.98 |
|36 |Hannah |The Who |1.98 |
|42 |Wyatt |Jimi Hendrix |1.98 |
|40 |Dominique |Metallica |1.98 |
|50 |Enrique |Deep Purple |1.98 |
|23 |John |Guns N' Roses |1.98 |
|17 |Jack |The Doors |1.98 |
|22 |Heather |Nirvana |1.98 |
|38 |Niklas |Eric Clapton |1.98 |
|58 |Manoj |Guns N' Roses |1.98 |
|17 |Jack |Deep Purple |1.98 |
|5 |František |Jimi Hendrix |1.98 |
|3 |François |Soundgarden |1.98 |
|50 |Enrique |Black Sabbath |1.98 |
|23 |John |James Brown |1.98 |
|44 |Terhi |Miles Davis |1.98 |
|9 |Kara |AC/DC |1.98 |
|8 |Daan |Guns N' Roses |1.98 |
|8 |Daan |Aerosmith |1.98 |
|12 |Roberto |JET |1.98 |
|23 |John |Metallica |1.98 |
|6 |Helena |The Police |1.98 |
|12 |Roberto |Black Sabbath |1.98 |
|17 |Jack |System Of A Down |1.98 |
|25 |Victor |Led Zeppelin |1.98 |
|54 |Steve |Motörhead |1.98 |
|52 |Emma |The Clash |1.98 |
|10 |Eduardo |Nirvana |1.98 |
|13 |Fernanda |System Of A Down |1.98 |
|46 |Hugh |Faith No More |1.98 |
|42 |Wyatt |Black Sabbath |1.98 |
|23 |John |Godsmack |1.98 |
|17 |Jack |Queen |1.98 |
|57 |Luis |Pink Floyd |1.98 |
|22 |Heather |Creedence Clearwater Revival |1.98 |
|30 |Edward |Foo Fighters |1.98 |
|50 |Enrique |Ozzy Osbourne |1.98 |
|5 |František |Led Zeppelin |1.98 |
|7 |Astrid |Alice In Chains |1.98 |
|49 |Stanisław |The Clash |1.98 |
|58 |Manoj |Velvet Revolver |1.98 |
|14 |Mark |The Clash |1.98 |
|36 |Hannah |Scorpions |1.98 |
|6 |Helena |Pearl Jam |1.98 |
|48 |Johannes |U2 |1.98 |
|51 |Joakim |The Police |1.98 |
|27 |Patrick |Rush |1.98 |
|46 |Hugh |Guns N' Roses |1.98 |
|20 |Dan |Apocalyptica |1.98 |
|45 |Ladislav |Stone Temple Pilots |1.98 |
|50 |Enrique |The Rolling Stones |1.98 |
|21 |Kathy |Alanis Morissette |0.99 |
|26 |Richard |Def Leppard |0.99 |
|12 |Roberto |Audioslave |0.99 |
|36 |Hannah |The Cult |0.99 |
|59 |Rishabh |The Doors |0.99 |
|53 |Phil |Legião Urbana |0.99 |
|8 |Daan |Jamiroquai |0.99 |
|56 |Diego |Red Hot Chili Peppers |0.99 |
|51 |Joakim |Scorpions |0.99 |
|31 |Martha |Foo Fighters |0.99 |
|50 |Enrique |R.E.M. |0.99 |
|58 |Manoj |Alanis Morissette |0.99 |
|30 |Edward |R.E.M. |0.99 |
|34 |João |Def Leppard |0.99 |
|23 |John |U2 |0.99 |
|43 |Isabelle |Nirvana |0.99 |
|33 |Ellie |UB40 |0.99 |
|56 |Diego |The Black Crowes |0.99 |
|22 |Heather |Aerosmith |0.99 |
|36 |Hannah |Frank Sinatra |0.99 |
|10 |Eduardo |Van Halen |0.99 |
|27 |Patrick |Jamiroquai |0.99 |
|54 |Steve |System Of A Down |0.99 |
|59 |Rishabh |Kiss |0.99 |
|49 |Stanisław |Skank |0.99 |
|4 |Bjørn |Alice In Chains |0.99 |
|16 |Frank |Iron Maiden |0.99 |
|16 |Frank |Motörhead |0.99 |
|6 |Helena |Bruce Dickinson |0.99 |
|43 |Isabelle |Emerson String Quartet |0.99 |
|16 |Frank |Eric Clapton |0.99 |
|5 |František |Miles Davis |0.99 |
|52 |Emma |Alice In Chains |0.99 |
|39 |Camille |Faith No More |0.99 |
|26 |Richard |Judas Priest |0.99 |
|15 |Jennifer |Raul Seixas |0.99 |
|30 |Edward |Godsmack |0.99 |
|18 |Michelle |Metallica |0.99 |
|13 |Fernanda |Eric Clapton |0.99 |
|58 |Manoj |House Of Pain |0.99 |
|3 |François |Spyro Gyra |0.99 |
|27 |Patrick |Queen |0.99 |
|13 |Fernanda |Miles Davis |0.99 |
|19 |Tim |Deep Purple |0.99 |
|47 |Lucas |Eric Clapton |0.99 |
|24 |Frank |Accept |0.99 |
|22 |Heather |Lenny Kravitz |0.99 |
|57 |Luis |Van Halen |0.99 |
|39 |Camille |Spyro Gyra |0.99 |
|38 |Niklas |Deep Purple |0.99 |
|34 |João |Apocalyptica |0.99 |
|35 |Madalena |Joe Satriani |0.99 |
|28 |Julia |Creedence Clearwater Revival |0.99 |
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|52 |Emma |Lulu Santos |0.99 |
|26 |Richard |Funk Como Le Gusta |0.99 |
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|52 |Emma |Os Mutantes |0.99 |
|28 |Julia |Velvet Revolver |0.99 |
|42 |Wyatt |Stone Temple Pilots |0.99 |
|6 |Helena |Kiss |0.99 |
|43 |Isabelle |Black Sabbath |0.99 |
|36 |Hannah |Mötley Crüe |0.99 |
|59 |Rishabh |James Brown |0.99 |
|24 |Frank |Marvin Gaye |0.99 |
|16 |Frank |Kiss |0.99 |
|12 |Roberto |Chico Science & Nação Zumbi |0.99 |
|5 |František |Temple of the Dog |0.99 |
|14 |Mark |Alice In Chains |0.99 |
|46 |Hugh |Raimundos |0.99 |
|24 |Frank |Pink Floyd |0.99 |
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|40 |Dominique |Ozzy Osbourne |0.99 |
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|30 |Edward |Frank Sinatra |0.99 |
|21 |Kathy |UB40 |0.99 |
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|55 |Mark |Queen |0.99 |
|59 |Rishabh |System Of A Down |0.99 |
|44 |Terhi |Marvin Gaye |0.99 |
|31 |Martha |Pearl Jam |0.99 |
|15 |Jennifer |Kiss |0.99 |
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|34 |João |The Police |0.99 |
|34 |João |Pearl Jam |0.99 |
|24 |Frank |Foo Fighters |0.99 |
|11 |Alexandre |Led Zeppelin |0.99 |
|45 |Ladislav |Led Zeppelin |0.99 |
|49 |Stanisław |Velvet Revolver |0.99 |
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|18 |Michelle |Def Leppard |0.99 |
|28 |Julia |Body Count |0.99 |
|50 |Enrique |Zeca Pagodinho |0.99 |
|59 |Rishabh |Led Zeppelin |0.99 |
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|29 |Robert |Nirvana |0.99 |
|49 |Stanisław |Gilberto Gil |0.99 |
|2 |Leonie |Chico Buarque |0.99 |
|57 |Luis |Judas Priest |0.99 |
|48 |Johannes |Green Day |0.99 |
|12 |Roberto |Alice In Chains |0.99 |
|15 |Jennifer |Black Label Society |0.99 |
|46 |Hugh |Battlestar Galactica |0.99 |
|9 |Kara |Incognito |0.99 |
|5 |František |Cake |0.99 |
|34 |João |Guns N' Roses |0.99 |
|59 |Rishabh |Motörhead |0.99 |
|32 |Aaron |Alanis Morissette |0.99 |
|30 |Edward |JET |0.99 |
|34 |João |Van Halen |0.99 |
|50 |Enrique |Tim Maia |0.99 |
|15 |Jennifer |The Police |0.99 |
|15 |Jennifer |Guns N' Roses |0.99 |
|47 |Lucas |Os Mutantes |0.99 |
|7 |Astrid |Iron Maiden |0.99 |
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|27 |Patrick |Vinícius De Moraes |0.99 |
|22 |Heather |JET |0.99 |
|22 |Heather |Foo Fighters |0.99 |
|8 |Daan |Jimi Hendrix |0.99 |
|22 |Heather |Soundgarden |0.99 |
|57 |Luis |Soundgarden |0.99 |
|55 |Mark |AC/DC |0.99 |
|20 |Dan |Miles Davis |0.99 |
|45 |Ladislav |Nirvana |0.99 |
|30 |Edward |Jimi Hendrix |0.99 |
|46 |Hugh |Pink Floyd |0.99 |
|22 |Heather |Scorpions |0.99 |
|12 |Roberto |Creedence Clearwater Revival |0.99 |
|59 |Rishabh |AC/DC |0.99 |
|33 |Ellie |The Who |0.99 |
|59 |Rishabh |Apocalyptica |0.99 |
|23 |John |Nirvana |0.99 |
|14 |Mark |U2 |0.99 |
|57 |Luis |Black Sabbath |0.99 |
|8 |Daan |Green Day |0.99 |
|20 |Dan |Skank |0.99 |
|50 |Enrique |Soundgarden |0.99 |
|36 |Hannah |Gilberto Gil |0.99 |
|45 |Ladislav |Van Halen |0.99 |
|8 |Daan |Alanis Morissette |0.99 |
|42 |Wyatt |Marvin Gaye |0.99 |
|10 |Eduardo |Soundgarden |0.99 |
|35 |Madalena |Chris Cornell |0.99 |
|56 |Diego |JET |0.99 |
|3 |François |Legião Urbana |0.99 |
|55 |Mark |Apocalyptica |0.99 |
|6 |Helena |Frank Sinatra |0.99 |
|33 |Ellie |Scorpions |0.99 |
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|45 |Ladislav |Deep Purple |0.99 |
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|21 |Kathy |Jota Quest |0.99 |
|41 |Marc |Jimi Hendrix |0.99 |
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|54 |Steve |Men At Work |0.99 |
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|46 |Hugh |System Of A Down |0.99 |
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|56 |Diego |Tim Maia |0.99 |
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|41 |Marc |Alice In Chains |0.99 |
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|18 |Michelle |Deep Purple |0.99 |
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|59 |Rishabh |Christopher O'Riley |0.99 |
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|48 |Johannes |Van Halen |0.99 |
|14 |Mark |Marvin Gaye |0.99 |
|28 |Julia |The Who |0.99 |
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|22 |Heather |Velvet Revolver |0.99 |
|44 |Terhi |Maurizio Pollini |0.99 |
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|7 |Astrid |Kiss |0.99 |
|38 |Niklas |The Who |0.99 |
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|54 |Steve |Aerosmith |0.99 |
|42 |Wyatt |The Doors |0.99 |
|14 |Mark |Amy Winehouse |0.99 |
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|57 |Luis |Frank Sinatra |0.99 |
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|45 |Ladislav |Lenny Kravitz |0.99 |
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|52 |Emma |Black Label Society |0.99 |
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|57 |Luis |The Clash |0.99 |
|12 |Roberto |Ozzy Osbourne |0.99 |
|50 |Enrique |Van Halen |0.99 |
|16 |Frank |Passengers |0.99 |
|28 |Julia |Soundgarden |0.99 |
|23 |John |Velvet Revolver |0.99 |
|27 |Patrick |Marvin Gaye |0.99 |
|6 |Helena |Queen |0.99 |
|8 |Daan |Incognito |0.99 |
|9 |Kara |R.E.M. |0.99 |
|49 |Stanisław |Eric Clapton |0.99 |
|19 |Tim |Jimi Hendrix |0.99 |
|25 |Victor |Guns N' Roses |0.99 |
|15 |Jennifer |Iron Maiden |0.99 |
|1 |Luís |Def Leppard |0.99 |
|46 |Hugh |Black Sabbath |0.99 |
|3 |François |Santana |0.99 |
|50 |Enrique |Pink Floyd |0.99 |
|53 |Phil |Kiss |0.99 |
|17 |Jack |The Cult |0.99 |
|3 |François |Karsh Kale |0.99 |
|57 |Luis |Iron Maiden |0.99 |
|51 |Joakim |Black Sabbath |0.99 |
|19 |Tim |Alice In Chains |0.99 |
|30 |Edward |The Who |0.99 |
|49 |Stanisław |David Coverdale |0.99 |
|35 |Madalena |Jamiroquai |0.99 |
|44 |Terhi |The Doors |0.99 |
|24 |Frank |Alice In Chains |0.99 |
|23 |John |JET |0.99 |
|24 |Frank |The Rolling Stones |0.99 |
|59 |Rishabh |R.E.M. |0.99 |
|1 |Luís |Pearl Jam |0.99 |
|2 |Leonie |U2 |0.99 |
|5 |František |Def Leppard |0.99 |
|44 |Terhi |Led Zeppelin |0.99 |
|14 |Mark |Jimi Hendrix |0.99 |
|57 |Luis |Nicolaus Esterhazy Sinfonia |0.99 |
|38 |Niklas |Os Mutantes |0.99 |
|34 |João |U2 |0.99 |
|8 |Daan |Van Halen |0.99 |
|58 |Manoj |Black Sabbath |0.99 |
|5 |František |The Rolling Stones |0.99 |
|38 |Niklas |Cake |0.99 |
|33 |Ellie |Passengers |0.99 |
|17 |Jack |Pink Floyd |0.99 |
|16 |Frank |Mötley Crüe |0.99 |
|25 |Victor |Black Sabbath |0.99 |
|49 |Stanisław |The Doors |0.99 |
|14 |Mark |Temple of the Dog |0.99 |
|1 |Luís |R.E.M. |0.99 |
|33 |Ellie |Def Leppard |0.99 |
|35 |Madalena |UB40 |0.99 |
|1 |Luís |Stone Temple Pilots |0.99 |
|15 |Jennifer |Tim Maia |0.99 |
|5 |František |Iron Maiden |0.99 |
|17 |Jack |AC/DC |0.99 |
|24 |Frank |Amy Winehouse |0.99 |
|8 |Daan |Nirvana |0.99 |
|30 |Edward |Van Halen |0.99 |
|35 |Madalena |Guns N' Roses |0.99 |
|6 |Helena |Marisa Monte |0.99 |
|56 |Diego |The Clash |0.99 |
|39 |Camille |Deep Purple |0.99 |
|6 |Helena |Skank |0.99 |
|32 |Aaron |Black Sabbath |0.99 |
|26 |Richard |Frank Sinatra |0.99 |
|24 |Frank |Red Hot Chili Peppers |0.99 |
|32 |Aaron |Green Day |0.99 |
|20 |Dan |Os Mutantes |0.99 |
|14 |Mark |Eric Clapton |0.99 |
|25 |Victor |Motörhead |0.99 |
|15 |Jennifer |The Doors |0.99 |
|5 |František |Falamansa |0.99 |
|17 |Jack |R.E.M. |0.99 |
|7 |Astrid |R.E.M. |0.99 |
|37 |Fynn |Red Hot Chili Peppers |0.99 |
|51 |Joakim |Passengers |0.99 |
|45 |Ladislav |R.E.M. |0.99 |
|45 |Ladislav |Creedence Clearwater Revival |0.99 |
|2 |Leonie |Foo Fighters |0.99 |
|52 |Emma |Green Day |0.99 |
|6 |Helena |Chico Science & Nação Zumbi |0.99 |
|6 |Helena |Os Mutantes |0.99 |
|36 |Hannah |Van Halen |0.99 |
|43 |Isabelle |Dread Zeppelin |0.99 |
|55 |Mark |Creedence Clearwater Revival |0.99 |
|2 |Leonie |R.E.M. |0.99 |
|54 |Steve |Santana |0.99 |
|46 |Hugh |James Brown |0.99 |
|12 |Roberto |Lenny Kravitz |0.99 |
|5 |František |Chico Buarque |0.99 |
|35 |Madalena |Os Paralamas Do Sucesso |0.99 |
Q10. We want to find out the most popular music Genre for each country.
We determine the most popular genre as the genre with the highest amount of purchases.
Write a query that returns each country along with the top Genre. For countries where the maximum number of purchases is shared return all Genres.
view query
```sql
WITH popular_genre AS
(SELECT COUNT(invoice_line.quantity) AS purchases,
customer.country, genre.name AS genre_name,
ROW_NUMBER()
OVER(PARTITION BY customer.country ORDER BY COUNT(invoice_line.quantity) DESC)
AS row_num
FROM invoice_line
JOIN invoice ON invoice.invoice_id = invoice_line.invoice_id
JOIN customer ON customer.customer_id = invoice.customer_id
JOIN track ON track.track_id = invoice_line.track_id
JOIN genre ON genre.genre_id = track.genre_id
GROUP BY 2,3
ORDER BY 2 ASC, 1 DESC)
SELECT country, genre_name, purchases
FROM popular_genre
WHERE row_num <= 1;
```markdown
|country |genre_name |purchases|
|--------------|------------------|---------|
|Argentina |Alternative & Punk|17 |
|Australia |Rock |34 |
|Austria |Rock |40 |
|Belgium |Rock |26 |
|Brazil |Rock |205 |
|Canada |Rock |333 |
|Chile |Rock |61 |
|Czech Republic|Rock |143 |
|Denmark |Rock |24 |
|Finland |Rock |46 |
|France |Rock |211 |
|Germany |Rock |194 |
|Hungary |Rock |44 |
|India |Rock |102 |
|Ireland |Rock |72 |
|Italy |Rock |35 |
|Netherlands |Rock |33 |
|Norway |Rock |40 |
|Poland |Rock |40 |
|Portugal |Rock |108 |
|Spain |Rock |46 |
|Sweden |Rock |60 |
|United Kingdom|Rock |166 |
|USA |Rock |561 |
Q11. Write a query that determines the customer that has spent the most on music for each country. Write a query that returns the country along with the top customer and how much they spent. For countries where the top amount spent is shared, provide all customers who spent this amount.
view query
```sql
WITH customer_with_country AS
(SELECT customer.customer_id, first_name, last_name, billing_country, SUM(total) AS total_spent,
ROW_NUMBER() OVER(PARTITION BY billing_country ORDER BY SUM(total) DESC) AS row_num
FROM invoice
JOIN customer ON customer.customer_id = invoice.customer_id
GROUP BY 1,2,3,4
ORDER BY 4, 5 DESC)
SELECT customer_id, first_name, last_name, billing_country, total_spent
FROM customer_with_country
WHERE row_num = 1;
```markdown
|customer_id|first_name|last_name |billing_country|total_spent|
|-----------|----------|------------|---------------|-----------|
|56 |Diego |Gutiérrez |Argentina |39.6 |
|55 |Mark |Taylor |Australia |81.18 |
|7 |Astrid |Gruber |Austria |69.3 |
|8 |Daan |Peeters |Belgium |60.39 |
|1 |Luís |Gonçalves |Brazil |108.9 |
|3 |François |Tremblay |Canada |99.99 |
|57 |Luis |Rojas |Chile |97.02 |
|5 |František |Wichterlová |Czech Republic |144.54 |
|9 |Kara |Nielsen |Denmark |37.62 |
|44 |Terhi |Hämäläinen |Finland |79.2 |
|42 |Wyatt |Girard |France |99.99 |
|37 |Fynn |Zimmermann |Germany |94.05 |
|45 |Ladislav |Kovács |Hungary |78.21 |
|58 |Manoj |Pareek |India |111.87 |
|46 |Hugh |O'Reilly |Ireland |114.84 |
|47 |Lucas |Mancini |Italy |50.49 |
|48 |Johannes |Van der Berg|Netherlands |65.34 |
|4 |Bjørn |Hansen |Norway |72.27 |
|49 |Stanisław |Wójcik |Poland |76.23 |
|34 |João |Fernandes |Portugal |102.96 |
|50 |Enrique |Muñoz |Spain |98.01 |
|51 |Joakim |Johansson |Sweden |75.24 |
|53 |Phil |Hughes |United Kingdom |98.01 |
|17 |Jack |Smith |USA |98.01 |
Q12. List top 10 most popular artists?
view query
```sql
SELECT COUNT(invoice_line.quantity) AS purchases, artist.name AS artist_name
FROM invoice_line
JOIN track ON track.track_id = invoice_line.track_id
JOIN album ON album.album_id = track.album_id
JOIN artist ON artist.artist_id = album.artist_id
GROUP BY 2
ORDER BY 1 DESC
LIMIT 10;
```markdown
|purchases|artist_name |
|---------|----------------------------------------------------------|
|192 |Queen |
|187 |Jimi Hendrix |
|130 |Nirvana |
|130 |Red Hot Chili Peppers |
|129 |Pearl Jam |
|124 |Guns N' Roses |
|124 |AC/DC |
|121 |Foo Fighters |
|117 |The Rolling Stones |
|106 |Metallica |
Q13. List top 10 the most popular song?
view query
```sql
SELECT COUNT(invoice_line.quantity) AS purchases, track.name AS song_name
FROM invoice_line
JOIN track ON track.track_id = invoice_line.track_id
GROUP BY 2
ORDER BY 1 DESC
LIMIT 10;
```markdown
|purchases|song_name |
|---------|------------------------|
|33 |War Pigs |
|14 |Changes |
|14 |Are You Experienced? |
|14 |Highway Chile |
|13 |Third Stone From The Sun|
|13 |Put The Finger On You |
|13 |Hey Joe |
|12 |We Are The Champions |
|12 |Radio/Video |
|12 |Drain You |
Q14. What are the average prices of different types of music?
view query
```sql
WITH purchases AS
(SELECT genre.name AS genre, SUM(total) AS total_spent
FROM invoice
JOIN invoice_line ON invoice.invoice_id = invoice_line.invoice_id
JOIN track ON track.track_id = invoice_line.track_id
JOIN genre ON genre.genre_id = track.genre_id
GROUP BY 1
ORDER BY 2)
SELECT genre, CONCAT('$', ROUND(AVG(total_spent))) AS total_spent
FROM purchases
GROUP BY genre;
```markdown
|genre |total_spent|
|------------------|-----------|
|Soundtrack |$47 |
|Electronica/Dance |$615 |
|Easy Listening |$951 |
|Reggae |$257 |
|Blues |$1379 |
|R&B/Soul |$1751 |
|Alternative |$1096 |
|TV Shows |$20 |
|Latin |$1706 |
|Hip Hop/Rap |$463 |
|Drama |$6 |
|Pop |$568 |
|Classical |$361 |
|Alternative & Punk|$4841 |
|Rock |$26752 |
|Metal |$5316 |
|Jazz |$1303 |
|Heavy Metal |$70 |
Q15. What are the most popular countries for music purchases?
view query
```sql
SELECT COUNT(invoice_line.quantity) AS purchases, customer.country
FROM invoice_line
JOIN invoice ON invoice.invoice_id = invoice_line.invoice_id
JOIN customer ON customer.customer_id = invoice.customer_id
GROUP BY country
ORDER BY purchases DESC;
```markdown
|purchases|country |
|---------|--------------|
|1051 |USA |
|541 |Canada |
|432 |Brazil |
|393 |France |
|338 |Germany |
|276 |Czech Republic|
|248 |United Kingdom|
|187 |Portugal |
|185 |India |
|116 |Ireland |
|99 |Spain |
|98 |Chile |
|82 |Australia |
|80 |Finland |
|79 |Hungary |
|77 |Poland |
|76 |Sweden |
|73 |Norway |
|70 |Austria |
|66 |Netherlands |
|61 |Belgium |
|51 |Italy |
|40 |Argentina |
|38 |Denmark |
MISC.
Microsoft Word
Notes - Notes for the project including the answer of queries, what I was looking for, and anything else that has to do with the project.
FINISHED PROJECT
Here is my finished project: SQL Case Study: Music Store
INSIGHTS
Below are the general insights:
- USA is the most popular country for music purchases with 1051 purchases followed by Canada and Brazil with 541 and 432 purchases respectively.
- Rock music is the top selling genre with $26752 spent.
- Queens is the top selling artist.
- Prague has the highest sales volume.
- MPEG audio file sells the most.
- 90's Music is the most popular playlist.
- The month of April had the highest sales.
WHAT I LEARNED
This was my first SQL project, the following is what I learned/practised:
- Joining tables.
- Using sub queries.
- Using aggregate and ranking window functions.
- Using common table expressions (CTE).
RESOURCES
This dataset was downloaded from Rishabh Mishra's github, to download it click here.