Unforgettable... With Love
by Natalie Cole
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Natalie Cole bestography
Unforgettable... With Love is ranked as the best album by Natalie Cole.
(N.B. Bestographies include all albums by an artist (and their variations), but do not include albums ranked outside the top 100,000).
Listen to Unforgettable... With Love on YouTube
Unforgettable... With Love track list
The tracks on this album have an average rating of 77 out of 100 (all tracks have been rated).
Unforgettable... With Love rankings
Calculated from aggregate positions across 60,000 charts (2 million album rankings). Click to see how the rankings are calculated (Last updated: 1 hour ago)
| Year | Source | Chart | Rank | Rank Score |
|---|---|---|---|---|
| 2026 | fabm0 | List Zone 32 America Usa 2 | 96/100 | - |
| 2026 | Johnnyo | Grammys: All of the albums of the year | 33/67 | - |
| 2026 | stevengnz | Top 98 Music Albums of 1991 | 14/98 | 4 |
| 2026 | fabm0 | Platinum year 1991 | 16/100 | - |
| 2026 | fabm0 | Decade 1990s Pt 2 | 6/100 | - |
| 2026 | fabm0 | Platinum decade 1990s | 100/100 | - |
| 2026 |  Tamthebam | Top 88 Music Albums of 1991 | 80/88 | 1 |
| 2026 | fabm0 | Platinum albums Pt 3 | 53/100 | - |
| 2026 | fabm0 | All Time Pt 4 | 41/100 | - |
| 2026 |  zags7000 | Top 100 Music Albums of 1991 | 63/100 | 2 |
| Total Charts: The total number of charts that this album has appeared in. | 25 | |||
| Total Rank Score: The total rank score. | 26 | |||
Unforgettable... With Love collection
Showing all 14 members who have this album in their collection
Unforgettable... With Love ratings
Average Rating = (n ÷ (n + m)) × av + (m ÷ (n + m)) × AVwhere:
av = trimmed mean average rating an item has currently received.
n = number of ratings an item has currently received.
m = minimum number of ratings required for an item to appear in a 'top-rated' chart (currently 10).
AV = the site mean average rating.
Showing latest 3 ratings for this album. | Show all 26 ratings for this album.
| Rating | Date updated | Member | Album ratings | Avg. album rating |
|---|---|---|---|---|
| ! | 05/14/2026 15:14 | Jakor | 5,525 | 70/100 |
| ! | 11/30/2025 23:32 |  Kingturtle | 7,579 | 73/100 |
| ! | 10/20/2025 19:20 | Johnnyo | 9,920 | 77/100 |
Rating metrics:
Outliers can be removed when calculating a mean average to dampen the effects of ratings outside the normal distribution. This figure is provided as the trimmed mean. A high standard deviation can be legitimate, but can sometimes indicate 'gaming' is occurring. Consider a simplified example* of an item receiving ratings of 100, 50, & 0. The mean average rating would be 50. However, ratings of 55, 50 & 45 could also result in the same average. The second average might be more trusted because there is more consensus around a particular rating (a lower deviation).
(*In practice, some albums can have several thousand ratings)
This album has a Bayesian average rating of 71.9/100, a mean average of 70.0/100, and a trimmed mean (excluding outliers) of 71.8/100. The standard deviation for this album is 14.6.
Unforgettable... With Love favourites
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Forum mentions
neilgee 03/01/2021 05:28 in What album are you listening to right now? neilgee 09/17/2020 08:52 in What album are you listening to right now?Unforgettable... With Love comments
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Album of the year at the 1992 Grammys (Edited)
An absolutely lovely album. Natalie Cole sings a collection of songs her father had recorded during his career. Beautiful renditions of, Mona Lisa, don't get around much anymore, and, paper moon, make this a very enjoyable record.
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