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Monthly dataset showing change in sales and jobs recorded by Xero, an online accounting software platform. This dataset is updated on a quarterly basis. These are official statistics in development. Source: Xero.

Data provided by Kantar Public, recording item availability of 21 popular products across the UK and English regions.

Daily data showing System Average Price (SAP) of gas, and rolling seven-day average, traded in Great Britain over the On-the-Day Commodity Market (OCM). These are official statistics in development. Source: National Gas Transmission.

Daily data showing weekday adjusted busyness indices using traffic camera data to monitor flows of cars, pedestrians, cyclists, buses and commercial vehicles for selected cities and regions of the UK. These are official statistics in development. Source: Transport for London, Transport for Greater Manchester

Weekly data showing transactions from approximately 400 Pret A Manger stores around the UK. These are official statistics in development. Source: Pret a Manger

Daily, weekly and monthly data showing seasonally adjusted and non-seasonally adjusted UK spending using debit and credit cards. These are official statistics in development. Source: CHAPS, Bank of England.

Value Added Tax (VAT) turnover and expenditure diffusion indexes and new VAT reporters using data from HM Revenue and Customs (HMRC) VAT returns.

Monthly data showing Value Added Tax (VAT) flash estimate turnover diffusion indices using data from HM Revenue and Customs (HMRC) VAT returns. These are official statistics in development. Source: HMRC

Monthly data showing vehicle flows around major ports in England. Contains average 15-minute sensor counts by size of vehicle, and average speeds.

Changes in the volume of visits to six different location types compared with a pre-coronavirus (COVID-19) baseline, using Google Mobility data.