Complete this Guided Project in under 2 hours. By the end of this project, you will learn how to use Python for basic statistics (including t-tests and ...ListBrowseChevronRightDataScienceChevronRightProbabilityandStatisticsBasicStatisticsinPython(CorrelationsandT-tests)FilledStarFilledStarFilledStarFilledStarHalfFadedStar4.3stars15ratings•4reviewsOfferedByInthisGuidedProject,youwill:Cleandata,includingremovingmissingdataandunnecessarycolumnsExploredatausingdescriptivestatisticsCreatevisualizationsofourdataandanalysisPerformstatisticaltests,includingt-testsandcorrelationClock1hour10minsBeginnerBeginnerCloudNodownloadneededVideoSplit-screenvideoCommentDotsEnglishLaptopDesktoponlyBytheendofthisproject,youwilllearnhowtousePythonforbasicstatistics(includingt-testsandcorrelations).Wewilllearnalltheimportantstepsofanalysis,includingloading,sortingandcleaningdata.Inthiscourse,wewilluseexploratorydataanalysistounderstandourdataandplotboxplotstovisualizethedata.Boxplotsalsoallowustoinvestigateanyoutliersinourdatasets.Wewillthenlearnhowtoexaminerelationshipsbetweenthedifferentdatausingcorrelationsandscatterplots.Finally,wewillcomparedatausingt-tests.ThroughoutthiscoursewewillanalyseadatasetonScienceandTechnologyfromWorldBank.Themeasuresinthisdatasetarenumeric,thereforeyouwilllearnhowtohandleandcomparenumericdata.ThisguidedprojectisforanyonewithaninterestinperformingstatisticalanalysisusingPython.Thiscouldbesomeonefromasocialsciencebackgroundwithstatisticsknowledgewhowantstoadvancetheiranalysis,oranyoneinterestedinanalysingdata.SkillsyouwilldevelopStatisticalAnalysisDataCleansingSummaryStatisticsPandasDataVisualization(DataViz)Learnstep-by-stepInavideothatplaysinasplit-screenwithyourworkarea,yourinstructorwillwalkyouthroughthesesteps:SetupanewGoogleColabnotebookLoaddataintonotebookCleandatatoremovemissingdataandunnecessarycolumnsPerformexploratorydataanalysisCreateboxplotsusingforloopsExplorerelationshipsbetweendatausingcorrelationandscatterplotsPerformt-teststocomparedatafrom