Update to v3.1: Add video_url field, remove ownership field, update statistics

README.md

@@ -55,6 +55,8 @@ dataset_info:
         dtype: string
       - name: user_photoes
         dtype: string
+      - name: video_url
+        dtype: string
       - name: accords
         dtype: string
       - name: notes_pyramid
@@ -69,8 +71,6 @@ dataset_info:
         dtype: string
       - name: price_value
         dtype: string
-      - name: ownership
-        dtype: string
       - name: gender_votes
         dtype: string
       - name: longevity
@@ -179,17 +179,15 @@ dataset_info:
         dtype: int64
 ---
 
-# FragDB v3.0 — Fragrantica Fragrance Database (Sample)
+# FragDB v3.1 — Fragrantica Fragrance Database (Sample)
 
 The most comprehensive structured fragrance database available. This is a **free sample** containing 10 fragrances with related brands, perfumers, notes, and accords.
 
-## What's New in v3.0
+## What's New in v3.1
 
-- **2 new reference files**: `notes.csv` and `accords.csv`
-- **New voting format**: `category:votes:percent` (e.g., `love:5000:45.2`)
-- **New accords format**: `id:percent` (join with accords.csv for colors)
-- **Enhanced notes pyramid**: includes opacity and weight values
-- **Total**: 67 data fields across 5 files
+- **New field**: `video_url` — YouTube video URLs for fragrances
+- **Removed field**: `ownership` — no longer included (was empty in source data)
+- **Total**: 67 data fields across 5 files (30 fragrance fields)
 
 ## Dataset Description
 
@@ -207,12 +205,12 @@ FragDB is a relational database of the fragrance industry containing:
 
 | | Sample | Full Database |
 |---|--------|---------------|
-| Fragrances | 10 | **120,871** |
-| Brands | 10 | **7,296** |
-| Perfumers | 10 | **2,815** |
-| Notes | 10 | **2,448** |
+| Fragrances | 10 | **121,539** |
+| Brands | 10 | **7,316** |
+| Perfumers | 10 | **2,828** |
+| Notes | 10 | **1,825** |
 | Accords | 10 | **92** |
-| **Total Records** | 50 | **133,522** |
+| **Total Records** | 50 | **133,600** |
 
 Full database available at [fragdb.net](https://fragdb.net)
 
@@ -264,7 +262,15 @@ print(df[['name', 'name_brand', 'country', 'rating']])
 | `gender` | Target gender | `for men`, `for women`, `for women and men` |
 | `collection` | Collection within brand | Text |
 
-#### Composition (v3.0 Format)
+#### Media
+| Field | Description | Format |
+|-------|-------------|--------|
+| `main_photo` | Main product image | URL |
+| `info_card` | Info card image | URL |
+| `user_photoes` | User-submitted photos | Semicolon-separated URLs |
+| `video_url` | YouTube video | URL (new in v3.1) |
+
+#### Composition
 | Field | Description | Format |
 |-------|-------------|--------|
 | `accords` | Scent accords with strength | `a1:100;a2:67;a3:45` (join with accords.csv) |
@@ -272,13 +278,12 @@ print(df[['name', 'name_brand', 'country', 'rating']])
 | `perfumers` | Perfumer names and IDs | `Erwin Creed;p1;Olivier Creed;p2` |
 | `description` | Fragrance description | HTML text |
 
-#### Ratings & Votes (v3.0 Format: category:votes:percent)
+#### Ratings & Votes (Structured Format: category:votes:percent)
 | Field | Description | Format |
 |-------|-------------|--------|
 | `rating` | Average rating & vote count | `4.33;24561` |
 | `appreciation` | Love/like/ok/dislike/hate | `love:5000:45.2;like:3000:27.1;...` |
 | `price_value` | Price perception votes | `way_overpriced:6658:30;overpriced:2844:13;...` |
-| `ownership` | Ownership status | `have_it:5282:52.82;had_it:1232:12.32;...` |
 | `gender_votes` | Gender suitability votes | `female:149:2;unisex:866:10;male:7977:88` |
 | `longevity` | Duration votes | `very_weak:784:5;weak:1459:10;moderate:5869:40;...` |
 | `sillage` | Projection votes | `intimate:1816:12;moderate:8139:55;strong:4289:29;...` |
@@ -449,7 +454,7 @@ The full database requires a commercial license — see [fragdb.net](https://fra
   title={FragDB Fragrantica Fragrance Database},
   author={FragDB},
   year={2026},
-  version={3.0},
+  version={3.1},
   url={https://fragdb.net},
   note={Sample dataset with 5 files, 67 fields}
 }

accords.csv

@@ -1,3 +1,3 @@
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-oid sha256:fab7b73d5da8832c0b978ae09dfbe0e7e9b285d69b40f925914cc432a1bdb6bb
-size 371
+oid sha256:98ce881867687cdf60744be9c3d3f68fd6ba0a0c0230536bae8c775de79191b6
+size 392

brands.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:160518d03bc64c57c2b9f635804064713fb5378e020f9f6663239a100e8c5328
-size 25798
+oid sha256:bbe0338e335805e7c325fd6aebbcf6836058ffb1ca8d0dc44b133b936290ec88
+size 26965

fragrances.csv

@@ -1,3 +1,3 @@
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-oid sha256:f51d270e428f11b52547a3f997bb22c46806d27ca7cbac348d79015df0e00eff
-size 57398
+oid sha256:161d0d61a76f48e8e163ac5a247340ac21d1153c98b598c26ff384047cc51e28
+size 71606

notes.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9d3ccb57d026ff71467eceff0329e8876f86a141858e487683b05c2137449b1a
-size 4095
+oid sha256:2b5574d04468c577e779a0dd19b541e4c2aba12e4f96e9e2762603d8e463428e
+size 4917

perfumers.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1356f510e5d79bee2eb9a6e0cd194b7a331d6c11a47f8dab842b35567e76f251
-size 21689
+oid sha256:affcb7d08768df1795fded31ab37d5a42b6ae4d6d2e989ec5b8593f645411600
+size 22513