trentmkelly commited on
Commit
45ded0c
·
verified ·
1 Parent(s): 669caf8

Add listing_enrichment (typesafe/jev-1.13 labels, 19 Sep 2026) and README section

Browse files
Files changed (2) hide show
  1. README.md +51 -1
  2. listing_enrichment.parquet +3 -0
README.md CHANGED
@@ -36,6 +36,8 @@ configs:
36
  data_files: category_count_entries.parquet
37
  - config_name: fetch_log
38
  data_files: fetch_log.parquet
 
 
39
  ---
40
 
41
  # DrugHub Market Snapshot, September 2026
@@ -44,7 +46,9 @@ A complete, text-only capture of the public listing, vendor, and review pages of
44
  DrugHub, a Monero-only darknet market operating since 2023. Everything here was
45
  visible to any visitor without an account. Doesn't include any images.
46
 
47
- Collected 16-17 September 2026.
 
 
48
 
49
  ## What's in it
50
 
@@ -59,6 +63,7 @@ Collected 16-17 September 2026.
59
  | `vendor_listing_titles` | 35,793 | Every listing title each vendor has been reviewed on, including delisted ones. |
60
  | `rosters`, `roster_entries` | 91 / 145,422 | Snapshots of the sidebar vendor roster with feedback percentages, deduplicated by content. |
61
  | `category_counts`, `category_count_entries` | 16 / 1,888 | Snapshots of the category tree with listing counts. |
 
62
  | `fetch_log` | 35,402 | Every HTTP fetch made, including failures, with timestamp, status, and content hash. Page bodies are not included. |
63
 
64
  Every parsed row carries a `fetch_id` that points into `fetch_log`, and a
@@ -124,3 +129,48 @@ rates at fetch time are on every row (`xmr_usd`, `xmr_eur`, ...).
124
  10,000-character maximum.
125
  - **Category is the market's own tree**, not a normalised taxonomy. About 10% of
126
  listings are outside the Drugs category.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
36
  data_files: category_count_entries.parquet
37
  - config_name: fetch_log
38
  data_files: fetch_log.parquet
39
+ - config_name: listing_enrichment
40
+ data_files: listing_enrichment.parquet
41
  ---
42
 
43
  # DrugHub Market Snapshot, September 2026
 
46
  DrugHub, a Monero-only darknet market operating since 2023. Everything here was
47
  visible to any visitor without an account. Doesn't include any images.
48
 
49
+ Collected 16-17 September 2026. Enriched with model-derived labels
50
+ (`typesafe/jev-1.13`) on 19 September 2026; see the `listing_enrichment`
51
+ table and the Enrichment section below.
52
 
53
  ## What's in it
54
 
 
63
  | `vendor_listing_titles` | 35,793 | Every listing title each vendor has been reviewed on, including delisted ones. |
64
  | `rosters`, `roster_entries` | 91 / 145,422 | Snapshots of the sidebar vendor roster with feedback percentages, deduplicated by content. |
65
  | `category_counts`, `category_count_entries` | 16 / 1,888 | Snapshots of the category tree with listing counts. |
66
+ | `listing_enrichment` | 22,621 | Model-derived labels per listing (language, substance, form, purity claim, and 12 other fields). See "Enrichment" below. |
67
  | `fetch_log` | 35,402 | Every HTTP fetch made, including failures, with timestamp, status, and content hash. Page bodies are not included. |
68
 
69
  Every parsed row carries a `fetch_id` that points into `fetch_log`, and a
 
129
  10,000-character maximum.
130
  - **Category is the market's own tree**, not a normalised taxonomy. About 10% of
131
  listings are outside the Drugs category.
132
+
133
+ ## Enrichment (model-derived, not ground truth)
134
+
135
+ `listing_enrichment` holds one row per listing with labels produced by
136
+ `typesafe/jev-1.13`, a classification-only model that picks from options we
137
+ define and returns a probability distribution. Every enumeration includes an
138
+ escape option (`other_listed_class`, `not_stated`, `unknown`, ...), and each
139
+ choice column has a companion `<field>_p` with the probability of the chosen
140
+ option. `answers_json` carries the full distributions. Treat these as
141
+ annotations to be thresholded, not facts.
142
+
143
+ | Field | Type | What it answers |
144
+ |---|---|---|
145
+ | `language` | choice | Primary language of the description (ISO code, `mixed`, `other`, `unknown`) |
146
+ | `substance` | choice | Substance sold, from a per-subcategory vocabulary (Drugs only) |
147
+ | `product_type` | choice | Product kind for non-drug categories |
148
+ | `form` | choice | Physical form (pill, powder, crystal, flower, vape, blister_pack, ...) |
149
+ | `purity_claim` | choice | Stated purity/potency bucket (`none`, `under_50`, `50_79`, `80_94`, `95_plus`) |
150
+ | `lab_tested` | 0-1 | Claims lab testing |
151
+ | `pharma_claim` | choice | Presented as genuine pharmaceutical, replica/pressed, or not applicable |
152
+ | `counterfeit_risk` | 0-1 | Imitates a pharmaceutical product (branded press, fake blister, RC substitution) |
153
+ | `quantity_stated` | choice | Whether the price maps to a stated quantity |
154
+ | `wholesale` | 0-1 | Bulk/wholesale orientation |
155
+ | `stealth_described` | 0-1 | Packaging/stealth described |
156
+ | `tracking` | choice | Tracked, untracked, both, not stated |
157
+ | `fe_required` | 0-1 | Vendor asks for Finalize Early / early escrow release |
158
+ | `external_contact` | choice | Mentions an outside channel (see caveat) |
159
+ | `cross_market` | 0-1 | Mentions history on another darknet market |
160
+ | `harm_reduction` | 0-1 | Contains dosing guidance or safety warnings |
161
+ | `fentanyl_mention` | choice | `none`, `claims_free`, `contains`, `warning` |
162
+ | `text_style` | choice | `terse`, `handwritten`, `marketing`, `template`, `other` |
163
+
164
+ Notes:
165
+
166
+ - `prompt_version` is `2` for most rows and `3` for Prescription Drugs,
167
+ Peptides, Steroids, and Benzos - Pills, where the substance vocabulary was
168
+ expanded after a first pass. All other questions are identical across
169
+ versions.
170
+ - `substance` vocabularies were built from title-token frequencies per
171
+ subcategory. Prescription Drugs uses therapeutic-class buckets for the long
172
+ tail; about 12% of that subcategory still lands in `other_listed_class`.
173
+ - `external_contact` has low precision: its `other_platform` value often
174
+ reflects a mention of another site or market rather than an actual handle.
175
+ - The model saw the title, category, unit, origin, and the first 2,500
176
+ characters of the description.
listing_enrichment.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b1738d658aa2c868a223f06de09a7b323f75b14ace795a8f1a53eec3edd1a17b
3
+ size 7968242