For this year's rankings, I decided to use data: I rated every single song on every single album I added to my library this year.

Hit the jump to see the rankings across genres, track counts, and what I learned about emotions vs analytics.

(For reference, here are my 2019 rankings).

Top 10 Overall

#1

4.29 ☆

Overture

Gaidaa

#2ᵀ

4.25 ☆

HOUSE (feat. Virgil Abloh) - EP

Lupe Fiasco & Kaelin Ellis

#2ᵀ

4.25 ☆

- Ugh those feels again

2019

Snoh Aalegra

#4

4.21 ☆

Circles

Mac Miller

#5

4.14 ☆

Man On the Moon III: The Chosen

Kid Cudi

#6

4.07 ☆

After Hours

The Weeknd

#7

4.05 ☆

Insignia

Nate Quest

#8ᵀ

4.00 ☆

Cincoriginals

Tobe Nwigwe

#8ᵀ

4.00 ☆

BEFORE LOVE CAME TO KILL US

Jessie Reyez

#10

3.90 ☆

Black Pontiac - EP

Floyd Fuji

Top 10 by Genre

Hip-Hop Projects

#1

4.25 ☆

HOUSE (feat. Virgil Abloh) - EP

Lupe Fiasco & Kaelin Ellis

#2

4.14 ☆

Man On the Moon III: The Chosen

Kid Cudi

#3

4.05 ☆

Insignia

Nate Quest

#4

4.00 ☆

Cincoriginals

Tobe Nwigwe

#5ᵀ

3.74 ☆

Krit Wuz Here

2010

BIG K.R.I.T.

#5ᵀ

3.74 ☆

Return Of 4eva

2011

Big K.R.I.T.

#7ᵀ

3.57 ☆

The Circus

Mick Jenkins

#7ᵀ

3.57 ☆

V TAPE

VIC MENSA

#9

3.50 ☆

Spilligion

Spillage Village JID & EARTHGANG

#10

3.47 ☆

Black Habits

D Smoke

R&B Projects

#1

4.29 ☆

Overture

Gaidaa

#2

4.25 ☆

- Ugh those feels again

2019

Snoh Aalegra

#3

4.21 ☆

Circles

Mac Miller

#4

4.07 ☆

After Hours

The Weeknd

#5

4.00 ☆

BEFORE LOVE CAME TO KILL US

Jessie Reyez

#6

3.90 ☆

Black Pontiac - EP

Floyd Fuji

#7

3.88 ☆

Love Language - EP

2019

UMI

#8ᵀ

3.50 ☆

ATM - EP

2019

Jess Connelly

#8ᵀ

3.50 ☆

Dinner Party

Terrace Martin Robert Glasper 9th Wonder & Kamasi Washington

#8ᵀ

3.50 ☆

Lianne La Havas

Lianne La Havas

Instrumentals/Beat Tapes

#1

3.46 ☆

Kimi No Machi

ビクター MKII

#2

3.42 ☆

So Sad So Depressed - EP

2018

Foolie $urfin

#3

3.10 ☆

To Forgive - EP

2019

lophiile

#4

2.89 ☆

Caribbean Bites

Cookin Soul

#5

2.80 ☆

Soul Juice - EP

Terrace Martin

#6

2.75 ☆

After Thoughts

Kaelin Ellis

#7

2.36 ☆

Adult Themes

El Michels Affair

#8

1.79 ☆

VWETO II

2019

Georgia Anne Muldrow

Alternative Projects

#1

3.60 ☆

Gone Is Yesterday - EP

Pat Lok

#2

2.62 ☆

Manga

2019

Mayra Andrade

#3

2.41 ☆

New Me Same Us

Little Dragon

#4

2.33 ☆

It Is What It Is

Thundercat

#5

2.17 ☆

Flamagra

2019

Flying Lotus

#6

2.05 ☆

3.15.20

Childish Gambino

Top 10 by Best Songs

Best 5 Songs

#1

5.30 ☆

- Ugh those feels again

2019

+1

Snoh Aalegra

#2

5.20 ☆

Man On the Moon III: The Chosen

+3

Kid Cudi

#3

5.10 ☆

After Hours

+3

The Weeknd

#4

4.90 ☆

Circles

Mac Miller

#5ᵀ

4.80 ☆

Overture

-4

Gaidaa

#5ᵀ

4.80 ☆

BEFORE LOVE CAME TO KILL US

+3

Jessie Reyez

#5ᵀ

4.80 ☆

Music To Be Murdered By

+21

Eminem

#8ᵀ

4.60 ☆

Insignia

-1

Nate Quest

#8ᵀ

4.60 ☆

Krit Wuz Here

2010

+4

BIG K.R.I.T.

#8ᵀ

4.60 ☆

Black Habits

+13

D Smoke

Best 3 Songs

#1ᵀ

5.67 ☆

- Ugh those feels again

2019

+1

Snoh Aalegra

#1ᵀ

5.67 ☆

Man On the Moon III: The Chosen

+4

Kid Cudi

#3ᵀ

5.33 ☆

Circles

+1

Mac Miller

#3ᵀ

5.33 ☆

After Hours

+3

The Weeknd

#5ᵀ

5.17 ☆

Overture

-4

Gaidaa

#5ᵀ

5.17 ☆

Music To Be Murdered By

+21

Eminem

#7ᵀ

5.00 ☆

Insignia

Nate Quest

#7ᵀ

5.00 ☆

BEFORE LOVE CAME TO KILL US

+1

Jessie Reyez

#7ᵀ

5.00 ☆

Black Pontiac - EP

+3

Floyd Fuji

#7ᵀ

5.00 ☆

Black Habits

+14

D Smoke

Top 10 by Track Length

EPs (0-6 Tracks)

#1

4.25 ☆

HOUSE (feat. Virgil Abloh) - EP

+1

Lupe Fiasco & Kaelin Ellis

#2

3.90 ☆

Black Pontiac - EP

+8

Floyd Fuji

#3

3.88 ☆

Love Language - EP

2019

+8

UMI

#4

3.60 ☆

Gone Is Yesterday - EP

+10

Pat Lok

#5

3.50 ☆

ATM - EP

2019

+12

Jess Connelly

#6

3.42 ☆

So Sad So Depressed - EP

2018

+18

Foolie $urfin

#7

3.25 ☆

Texas Sun - EP

+20

Khruangbin & Leon Bridges

#8

3.20 ☆

Ruby - EP

+22

MALIYA

#9

3.10 ☆

To Forgive - EP

2019

+24

lophiile

#10

2.83 ☆

Introspection - EP

+32

UMI

Short Projects (7-10 Tracks)

#1

4.29 ☆

Overture

Gaidaa

#2ᵀ

3.57 ☆

The Circus

+13

Mick Jenkins

#2ᵀ

3.57 ☆

V TAPE

+13

VIC MENSA

#4

3.50 ☆

Dinner Party

+13

Terrace Martin Robert Glasper 9th Wonder & Kamasi Washington

#5

3.45 ☆

Lyrics to Go Vol. 1

+18

Kota the Friend

#6

3.38 ☆

Quaranqueen

+19

Lady Leshurr

#7

3.25 ☆

Inglewood High

2019

+20

D Smoke

#8

3.15 ☆

Moon Shoes EP

2016

+24

Ravyn Lenae

#9

3.07 ☆

Dinner Party: Dessert

+25

Terrace Martin Robert Glasper 9th Wonder & Kamasi Washington

#10

3.00 ☆

Blindspotting: The Collin EP

2018

+26

Various Artists

Medium Projects (11-15 Tracks)

#1

4.25 ☆

- Ugh those feels again

2019

+1

Snoh Aalegra

#2

4.21 ☆

Circles

+2

Mac Miller

#3

4.07 ☆

After Hours

+3

The Weeknd

#4

4.05 ☆

Insignia

+3

Nate Quest

#5ᵀ

4.00 ☆

Cincoriginals

+3

Tobe Nwigwe

#5ᵀ

4.00 ☆

BEFORE LOVE CAME TO KILL US

+3

Jessie Reyez

#7ᵀ

3.50 ☆

Spilligion

+10

Spillage Village JID & EARTHGANG

#7ᵀ

3.50 ☆

Lianne La Havas

+10

Lianne La Havas

#9

3.46 ☆

Kimi No Machi

+13

ビクター MKII

#10

3.21 ☆

New Beginnings

+19

REASON

Long Projects (16+ Tracks)

#1

4.14 ☆

Man On the Moon III: The Chosen

+4

Kid Cudi

#2ᵀ

3.74 ☆

Krit Wuz Here

2010

+10

BIG K.R.I.T.

#2ᵀ

3.74 ☆

Return Of 4eva

2011

+10

Big K.R.I.T.

#4

3.47 ☆

Black Habits

+17

D Smoke

#5

3.26 ☆

Music To Be Murdered By

+21

Eminem

#6

3.07 ☆

Music To Be Murdered By - Side B (Deluxe Edition)

+28

Eminem

#7

2.94 ☆

Blue Note Re:imagined

+31

Various Artists

#8

2.92 ☆

Detroit 2

+32

Big Sean

#9

2.89 ☆

Caribbean Bites

+32

Cookin Soul

#10

2.75 ☆

Little Dominiques Nosebleed

+36

The Koreatown Oddity