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Consumer Vulnerability Open

    Some consumers are more vulnerable to marketing practices due to their personal traits such age, health or household makeup. This vulnerability varies by product and industry. Consumer vulnerability here is defined as the risk that a consumer’s...

    Synthetic Population Safeguarded

      This synthetic population contains individual level data from England and Wales, generated from the 2011 census data. Individual row level data is available for MSOA geography. A description of the variables in the dataset is attached.

      National Market Traders Federation Open

        The National Market Traders Federation (NMTF) collect a data for registered markets in the UK, with data collected as part of field visits to each market site by NMTF field officers. The dataset contains columns that are applicable for...

        Bikeshare Activity Open

          Daily updated data on the maximum simultaneous usage numbers for the larger UK bikeshare systems. Used in [this CDRC Data Story](https://data.cdrc.ac.uk/stories/uk-bikeshare-activity-during-covid-19) on how bikeshare has been impacted, both...

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          London OAC (2011) Open

            The 2011 London Output Area Classification (LOAC) was created from 2011 Census data for the geographic extent of Greater London, presenting a typology comprising 8 Supergroups and 21 Groups. This CDRC 2011 LOAC Geodata Pack provides London Output...

            Ethnicity Estimator

              The Ethnicity Estimator (EE) classifier is based on research which uses names data assembled by the Consumer Data Research Centre (CDRC). The data are taken from consumer sources and from the Office for National Statistics (ONS), which securely...

              Temporal OAC Open

                The 2001-2011 Temporal Output Area Classification (TOAC) is a UK geodemographic classification for 2011 Output Areas over the 2001-2011 period. This CDRC 2001-2011 TOAC Geodata Pack provides a mappable version of this classification for England...

                Geographic Data Science in Python Open

                  This tutorial is a part of the course taught by Dr. Dani Arribas-Bel at the University of Liverpool. The course and materials provide students with core competencies in Geographic Data Science (GDS), covering the following topics. * Advancing...