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A confusion matrix can be used to compare a machine’s predictions against human classification. We can use confusion matrices to understand the consumption segments that the classifier is struggling to distinguish between. A confusion matrix for our XGBoost classification of web-scraped clothing data is available in this data download.
The online price changes of selected high-demand products (HDPs) dataset. These data are experimental estimates developed to deliver timely indicators to help understand the impact of the coronavirus (COVID-19).
Supplementary data for the experimental series rescaling the CPIH and CPI baskets.
Appendices to the Producer Price Indices (PPIs) weights changes article, detailing weights and weight rankings for the PPI, Export Price Index (EPI) and Import Price Index (IPI).
A longer time series of the contributions to the Consumer Prices Index including owner occupiers' housing costs (CPIH) and Consumer Prices Index (CPI), UK, monthly.
Estimated percentage of final household consumption that is directly or indirectly due to imports, for each classification of individual consumption by purpose (COICOP) class in the UK.
Standard errors for quarter-on-quarter and year-on-year growth rates for the Services Producer Price Index (SPPI) between Quarter 2 (April to June) 2017 and Quarter 4 (Oct to Dec) 2018.
12-month growth rates and standard errors for the all manufacturing Producer Price Index (PPI; gross sector output including duty) and divisional level PPIs, January 2018 to December 2018.
