In the report, you must include the following: A summary of the context for the data A description of how the data was cleaned and prepared for analysis. An account of the descriptive statistics, including how they were conducted and thetrends of the findings. This should include:o The type and level of data in each columno Frequency counts for any nominal datao Minimum scores, maximum scores, and correct measures of central tendencyfor ordinal, interval, and ratio data, with a description of the trends.o Relevant measures of variability (e.g., standard deviations of means) and/ordistributions (e.g., quartiles).o Correct visualisations of the data using graphs and figures. An evaluation of the quality of the data, both in its raw and processed format. Recommendations for future analysis of this data, and ideas for future datacollection.Throughout the report, there should be evidence provided in the form of screenshots fromExcel, and where relevant, citations to external sources