Predicting Artists Success

A dataset for music analysis

---

About this dataset

The fileSpotify_Music_Popular_10k.csv contains data on popular Spotify songs and artists, as well as information on artist followers and song genres. This data can be used to predict artist s success and song popularity

How to use the dataset

This dataset can be used to predict an artist's success on Spotify. The data includes features such as the artist's name, genre, popularity, number of followers, and release history. The data can be used to understand the popularity of different genres of music, as well as to predict an artist's success on Spotify

Research Ideas

• Predict the popularity of future Spotify releases.
• Identify new and upcoming artists likely to achieve commercial success.
• Understand the popularity of different genres of music on Spotify

Columns

File: 0000.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0001.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0002.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0003.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0004.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0005.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0006.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0007.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0008.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0009.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0010.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0011.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0012.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0013.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0014.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: 0015.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: data_w_spotify.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)
genres	The genres of music the artist is associated with. (String)
popularity	The popularity of the artist on Spotify. (Integer)
followers	The number of followers the artist has on Spotify. (Integer)

---

File: final.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)

---

File: charts.csv

Column name	Description
date	The date of the song's release. (Date)
rank	The song's rank on the Spotify charts. (Numeric)
artist	The name of the artist. (String)
last-week	The song's rank on the Spotify charts last week. (Numeric)
peak-rank	The song's highest rank on the Spotify charts. (Numeric)
weeks-on-board	The number of weeks the song has been on the Spotify charts. (Numeric)

---

File: feature_corel.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)
genres	The genres of music the artist is associated with. (String)
popularity	The popularity of the artist on Spotify. (Integer)
followers	The number of followers the artist has on Spotify. (Integer)

---

File: feature_corel_100.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)
genres	The genres of music the artist is associated with. (String)
popularity	The popularity of the artist on Spotify. (Integer)
followers	The number of followers the artist has on Spotify. (Integer)
histogram	A histogram of the artist's popularity over time. (Array)
num_release	The number of releases the artist has. (Integer)
first_release	The date of the artist's first release. (String)
last_release	The date of the artist's most recent release. (String)
network_rank	The artist's rank in the network. (Integer)
in_edges	The number of in-edges the artist has. (Integer)
out_edges	The number of out-edges the artist has. (Integer)
pop_mean	The mean popularity of the artist's songs. (Float)
pop_std	The standard deviation of the artist's song popularity. (Float)
pop_var	The variance of the artist's song popularity. (Float)
pop_max	The maximum popularity of the artist's songs. (Integer)
fol_mean	The mean number of followers of the artist's songs. (Float)
fol_std	The standard deviation of the number of followers of the artist's songs. (Float)
fol_var	The variance of the number of followers of the artist's songs. (Float)
fol_max	The maximum number of followers of the artist's songs. (Integer)
rel_mean	The mean number of releases of the artist's songs. (Float)
rel_std	The standard deviation of the number of releases of the artist's songs. (Float)
rel_var	The variance of the number of releases of the artist's songs. (Float)
rel_max	The maximum number of releases of the artist's songs. (Integer)

---

File: edges_100.csv

Column name	Description
date	The date of the song's release. (Date)
name_1	The name of the first artist. (String)
name_2	The name of the second artist. (String)

---

File: nodes_100.csv

Column name	Description
name	The name of the artist. (String)
isdone	Whether or not the artist is done with their career. (Boolean)
genres	The genres of music the artist is associated with. (String)
popularity	The popularity of the artist on Spotify. (Integer)
followers	The number of followers the artist has on Spotify. (Integer)
histogram	A histogram of the artist's popularity over time. (Array)
num_release	The number of releases the artist has. (Integer)
first_release	The date of the artist's first release. (String)
last_release	The date of the artist's most recent release. (String)

---

File: release_100.csv

Column name	Description
artist	The name of the artist. (String)
song_name	The name of the song. (String)
release_date	The date the song was released. (Date)

---

File: release_20.csv

Column name	Description
artist	The name of the artist. (String)
song_name	The name of the song. (String)
release_date	The date the song was released. (Date)