Practical Data Analysis Using Jupyter Notebook

Dataliteracyistheabilitytoread,analyze,workwith,andargueusingdata.Dataanalysisistheprocessofcleaningandmodelingyourdatatodiscoverusefulinformation.Thisbookcombinesthesetwoconceptsbysharingproventechniquesandhands-onexamplessothatyoucanlearnhowtocommunicateeffectivelyusingdata.AfterintroducingyoutothebasicsofdataanalysisusingJupyterNotebookandPython,thebookwilltakeyouthroughthefundamentalsofdata.Packedwithpracticalexamples,thisguidewillteachyouhowtoclean,wrangle,analyze,andvisualizedatatogainusefulinsights,andyou'lldiscoverhowtoanswerquestionsusingdatawitheasy-to-followsteps.Laterchaptersteachyouaboutstorytellingwithdatausingcharts,suchashistogramsandscatterplots.Asyouadvance,you'llunderstandhowtoworkwithunstructureddatausingnaturallanguageprocessing(NLP)techniquestoperformsentimentanalysis.Alltheknowledgeyougainwillhelpyoudiscoverkeypatternsandtrendsindatausingreal-worldexamples.Inadditiontothis,youwilllearnhowtohandledataofvaryingcomplexitytoperformefficientdataanalysisusingmodernPythonlibraries.Bytheendofthisbook,you'llhavegainedthepracticalskillsyouneedtoanalyzedatawithconfidence.