Beyonce? Ariana Grande? Taylor Swift? Which female artists have the biggest potty mouths?

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Beyonce? Taylor Swift? Megan Thee Stallion?

Guess which female artist curses the most in her song lyrics?

A recent study by language experts at Preply analyzed 3,632 songs by the top Billboard 100 female artists to determine who uses "the most explicit language." The songs, the group reported, spanned multiple genres and decades.

Coming in at No 1. on the list: Trinidadian-born rapper and singer Nicki Minaj, who the study found has used 1,612 curse words in her lyrics.

"Every one in 30 words uttered by the 41-year-old hip-hop singer" is a curse word, according to the study. Dubbed the "Queen of Rap," her most used curse word, “b*tches” is used 231 times alone in her songs.

At No. 2 on the list: Houston-born rapper Megan Thee Stallion, who the study found swears most frequently in her lyrics: 474 cuss words in her songs. The study found the 28-year-old artist swore "double as much as Nicki Minaj," who leads the ranking with the highest volume of cuss words.

Coming in last on the list: Nashville-based singer, superstar Taylor Swift, who has sworn 60 times in her more than 240 songs.

Here are the top 15 most foul-mouthed female singers, their frequency of cursing and the number of explicit words in their songs:

No. 1.

Nicki Minaj: 1 in 30; 1612.

Nicki Minaj
Nicki Minaj

No. 2

Megan Thee Stallion: 1 in 15; 474

Megan Thee Stallion
Megan Thee Stallion

No. 3

Beyonce: 1 in 143; 303

Beyonce
Beyonce

No. 4

Rihanna: 1 in 155; 229

No.5

Doja Cat: 1 in 40; 215

Doja Cat
Doja Cat

No. 6

SZA: 1 in 51; 165

SZA
SZA

No. 7

Ariana Grande: 1 in 194; 158

Ariana Grande
Ariana Grande

No. 8

Summer Walker: 1 in 31; 149

No. 9

Lady Gaga: 1 in 201; 142

Lady Gaga
Lady Gaga

No. 10

Ice Spice: 1 in 16; 140

Ice Spice
Ice Spice

No. 11

Lizzo: 1 in 39; 133

No. 12

Miley Cyrus: 1 in 160; 122

Miley Cyrus
Miley Cyrus

No. 13

Lana Del Ray: 1 in 248; 107

Lana Del Ray
Lana Del Ray

No. 14

Latto: 1 in 15; 82

No. 15

Taylor Swift: 1 in 1174; 60.

Taylor Swift
Taylor Swift

Natalie Neysa Alund is a senior reporter for USA TODAY. Reach her at nalund@usatoday.com and follow her on X @nataliealund.

This article originally appeared on USA TODAY: Top 15 female artists who use the most curse words in their lyrics