The problem description states that the the train set is values from the years 2019-2021 and the test year is 2022. The data folder `Data Sources.zip` seems to be missing test data (an annual report from 2022) for some of the companies.

The following companies have a 2022 annual report:

• Absa - `2022-Absa-Group-limited-Environmental-Social-and-Governance-Data-sheet`
• Clicks - `Clicks-Sustainability-Report-2022`
• Distell - `DISTELL ESG Appendix 2022`
• Oceana - `Oceana_ESG_Databook_FY2022` and `Oceana_Group_Sustainability_Report_2022`
• SSW - `ssw-IR22`

The following companies have a 2023 annual report, but not a 2022 report:

• Impala- `ESG-spreads`
• Pick n Pay - `picknpay-esg-report-spreads-2023`
• SASOL - `SASOL Sustainability Report 2023 20-09_0`

Should we use the 2023 annual report as the test report for these companies?

The following companies do not have a 2022 annual report (or a 2023 report):

• Tongaat - only pdf provided is for 2021 (`2021ESG`)
• UCT - only pdf provided is for 2020-2021 (`UCT_Carbon_Footprint_Report_2020-2021`)