Dataset Restricted Access
GreenDB: A Product-by-Product Sustainability Database
Jäger, Sebastian; Bießmann, Felix
The publicly available open GreenDB is a product-by-product sustainability database. It contains product attributes, e.g., name, description, color, etc. and, on the other hand, information about the products' sustainability. Moreover, the sustainability information is transparently evaluated so that it is possible to rank products depending on their sustainability.
Source Code: https://github.com/calgo-lab/green-db
Further Notes
For usability, we export two datatypes:
- CSV
- Parquet (using
pyarrowpython package)
Be careful with the columns' data types when using the CSV files! Use for example:
from ast import literal_eval
from datetime import datetime
import pandas as pd
products = pd.read_csv("products.csv", converters={"timestamp": datetime.fromisoformat, "image_urls": literal_eval, "sustainability_labels": literal_eval}).convert_dtypes()
sustainability_labels = pd.read_csv("sustainability_labels.csv", converters={"timestamp": datetime.fromisoformat}).convert_dtypes()
Restricted Access
You may request access to the files in this upload, provided that you fulfil the conditions below. The decision whether to grant/deny access is solely under the responsibility of the record owner.
For research purposes only.
| All versions | This version | |
|---|---|---|
| Views | 1,997 | 499 |
| Downloads | 542 | 101 |
| Data volume | 244.5 GB | 1.7 GB |
| Unique views | 1,276 | 386 |
| Unique downloads | 270 | 70 |
- Publication date:
- February 17, 2022
- DOI:
-
- Keyword(s):
- sustainable products product dataset