Explaining the decision to change terminology from Asset-Level Data to Asset-Based Company Data.
The PACTA team has recently decided to update the terminology used to refer to a crucial dataset. The dataset that was previously known as “Asset-Level Data” (ALD) will henceforth be referred to as “Asset-Based Company Data” (ABCD). This note explains our reasoning.
The PACTA methodology depends fundamentally on 3 input datasets:
Historically, this last dataset was referred to as the “Asset-Level Data” (ALD). This name was a natural choice, since the underlying data describes the production of physical assets that are owned and operated by various companies globally.
An asset-level dataset might contain the following information:
Asset-Level Data | |||||||
---|---|---|---|---|---|---|---|
Asset ID | Asset Name | Sector | Technology | Year | Capacity | Capacity Unit | Plant Location |
1 | a wind farm | power | renewablescap | 2020 | 100 | MW | ES |
1 | a wind farm | power | renewablescap | 2025 | 200 | MW | ES |
2 | a coal-fired plant | power | coalcap | 2020 | 500 | MW | DE |
2 | a coal-fired plant | power | coalcap | 2025 | 300 | MW | DE |
In the table above, data is given out directly at the level of the physical asset.
However, while it is possible to run PACTA using data at the asset-level, the back-end for both the PACTA for Investors online tool, and the free data-set provided for the PACTA for Banks desktop tool have been pre-processed. The actual data used has already been aggregated from the asset-level, to the company-level (for all companies owning the assets):
Asset-Based Company Data | |||||||
---|---|---|---|---|---|---|---|
Company ID | Company Name | Sector | Technology | Year | Capacity | Capacity Unit | Plant Location |
3 | renewables inc. | power | renewablescap | 2013 | 11347.85 | MW | AS |
3 | renewables inc. | power | renewablescap | 2014 | 11744.77 | MW | AS |
3 | renewables inc. | power | renewablescap | 2015 | 12141.70 | MW | AS |
3 | renewables inc. | power | renewablescap | 2016 | 12538.63 | MW | AS |
3 | renewables inc. | power | renewablescap | 2017 | 12935.55 | MW | AS |
3 | renewables inc. | power | renewablescap | 2018 | 13332.48 | MW | AS |
Notice that, while the data itself is based on information at the physical asset-level, it has already been aggregated to the company level (by ownership stake). In this sense, the data is not at the “Asset-Level” but rather the “Company-Level”. We therefor consider “Asset-Based Company Data” to be a more accurate name for the data provided.
For attribution, please cite this work as
Hoffart (2022, March 2). Data science at 2DII: PACTA Terminology Update: ALD becomes ABCD. Retrieved from https://2degreesinvesting.github.io/posts/2022-03-02-ald-becomes-abcd/
BibTeX citation
@misc{hoffart2022pacta, author = {Hoffart, Jackson}, title = {Data science at 2DII: PACTA Terminology Update: ALD becomes ABCD}, url = {https://2degreesinvesting.github.io/posts/2022-03-02-ald-becomes-abcd/}, year = {2022} }