GreenDB: A Product-by-Product Sustainability Database

The publicly available open GreenDB is a product-by-product sustainability database. It contains product attributes, e.g., <code>name</code>, <code>description</code>, <code>color</code>, 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. Landing Page: https://green-db.calgo-lab.de<br> Source Code: https://github.com/calgo-lab/green-db <strong>Further Notes</strong> For usability, we export two datatypes: CSV Parquet (using <code>pyarrow</code> python package) Be careful with the columns' data types when using the CSV files! Use for example: <pre><code class="language-python">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()</code></pre>