Data · dataset · 2018
Amazon Product Reviews
Listed in BERD@NFDI Data Portal
The Amazon Review Data (2018) dataset captures reviews and product metadata, including reviews (ratings, text, helpfulness votes), product metadata (descriptions, category information, price, brand, image features), and co-purchasing/co-viewing links.
Description
It includes anonymized reviewer IDs, product ASINs, review text, ratings, timestamps, and detailed product metadata (bullet-point descriptions, technical details, similar products), available as the complete dataset (233.1 million reviews, May 1996 – Oct 2018, spanning 29 product categories) or smaller subsets (5-core, ratings-only, per-category files).
Please cite the following if you use the data: Justifying recommendations using distantly-labeled reviews and fined-grained aspects Jianmo Ni, Jiacheng Li, Julian McAuley Empirical Methods in Natural Language Processing (EMNLP) , 2019 DOI: doi.org/10.18653/v1/D19-1018
Links
Where it is published
- BERD@NFDI Data Portal record berd-platform.de/records/80ycv-w5357 ↗
landing page · from berd platform de
Catalogue records · 1
- InvenioRDM API berd-platform.de/api/records/80ycv-w5357 ↗
metadata API · from berd platform de
Topics
- Stated by source
- Consumer behaviour · E-commerce · L81 - Retail and Wholesale Trade; e-Commerce · Personalization · Social web · User-generated content · Web 2.0 technologies
- From keywords
- Consumer behaviour · Economics & Finance · Psychology & Behavioral Science · Social Science
Provenance · 1 source records, 18 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| BERD@NFDI Data Portal | 80ycv-w5357 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].anzsrc:field:350601 | mapping · berd platform de | vocabulary-mapper@1.0.0 | keywords['Consumer behaviour'] |
| concepts[field].local:field:economics-finance | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].local:field:social-science | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · berd platform de | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:text | enrichment · berd platform de | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[topic].invenio_subject:berd_platform_de:consumer-behaviour | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:e-commerce | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:l81-retail-and-wholesale-trade-e-commerce | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:personalization | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:social-web | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:user-generated-content | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:web-2-0-technologies | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| description | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/description |
| publication_date | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| title | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/title |
| updated_date | source · berd platform de | connector:berd_platform_de@1.0.0 |