Question: TheoverallgoalforthisassignmentistodevelopaPythonprogramtoanalysethechosen dataset,writeadataanalysisreportandpresentthefindingstothewholeclass. Foreachdataset,youneedtodefine10+analysistasks(atleast10tasks).Thesemayinclude basicstatisticalanalysis,exploratorydataanalysis,descriptiveandpredictiveanalysis,and visualisationoftheanalysisresults.Atleastoneoftheanalysistasksshallbearegression, classification,orclusteringproblem.Consideringthetimeconstraintandavailable computationalresources,pleasecarefullydefineappropriatetasksbasedonyour dataset. ItemSalesDataSet: https://www.kaggle.com/datasets/gaurang0405/item-sales Exampletasks: statisticsoncustomertype,city,productcategory relationshipbetweenproductsub-categoryandquantity relationshipbetweensalesandprofit

TheoverallgoalforthisassignmentistodevelopaPythonprogramtoanalysethechosen

dataset,writeadataanalysisreportandpresentthefindingstothewholeclass.

Foreachdataset,youneedtodefine10+analysistasks(atleast10tasks).Thesemayinclude

basicstatisticalanalysis,exploratorydataanalysis,descriptiveandpredictiveanalysis,and

visualisationoftheanalysisresults.Atleastoneoftheanalysistasksshallbearegression,

classification,orclusteringproblem.Consideringthetimeconstraintandavailable

computationalresources,pleasecarefullydefineappropriatetasksbasedonyour

dataset.

ItemSalesDataSet:

https://www.kaggle.com/datasets/gaurang0405/item-sales

Exampletasks: statisticsoncustomertype,city,productcategory

relationshipbetweenproductsub-categoryandquantity

relationshipbetweensalesandprofit

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