There are 14 days to go! We hope you are enjoying the challenge.

If you have interesting datasets that you would like to use for the challenge please fill out THIS FORM.

You can use any datasets you download from these links. Thank you to those who provided datasets via the form.

BER Business Confidence Index (https://www.ber.ac.za/BER%20Documents/RMB/BER-Business-Confidence-Index/?doctypeid=1050)

• Absa Purchasing Managers Index (https://www.ber.ac.za/BER%20Documents/Absa-PMI/?doctypeid=1066)
• BER Inflation Expectations (https://www.ber.ac.za/BER%20Documents/Inflation-Expectations/?doctypeid=1065)
• SARB Data (https://www.resbank.co.za/en/home/what-we-do/statistics/releases/selected-statistics)
• https://www.statssa.gov.za/publications/P0141/P0141September2022.pdf
• All data on Stats SA
• https://www.openpricengine.com/
• https://stats.oecd.org/index.aspx?DataSetCode=PRICES_CPI#
• https://www.energy.gov.za/files/esources/petroleum/petroleum_arch.html
• https://www.sapia.org.za/old-fuel-prices/
• https://www.resbank.co.za/en/home/what-we-do/statistics/key-statistics/selected-historical-rates
• https://fred.stlouisfed.org/searchresults?st=south+africa&404-search-button=Search
• https://data.worldbank.org/country/south-africa
• https://tradingeconomics.com/south-africa/inflation-cpi
• https://www.fnb.co.za/rates/LendingRates.html
• https://aa.co.za/fuel-pricing/
• Historical Data: South African Benchmark Overnight Rate (SABOR)

Input data for this challenge is data up until 30 April 2023. This means you can download datasets to make sure they are as up to date as possible.