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Mastering Exploratory Analysis with pandas
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ThepandasisaPythonlibrarythatletsyoumanipulate,transform,andanalyzedata.Itisapopularframeworkforexploratorydatavisualizationandanalyzingdatasetsanddatapipelinesbasedontheirproperties.Thisbookwillbeyourpracticalguidetoexploringdatasetsusingpandas.YouwillstartbysettingupPython,pandas,andJupyterNotebooks.YouwilllearnhowtouseJupyterNotebookstorunPythoncode.Wethenshowyouhowtogetdataintopandasanddosomeexploratoryanalysis,beforelearninghowtomanipulateandreshapedatausingpandasmethods.Youwillalsolearnhowtodealwithmissingdatafromyourdatasets,howtodrawchartsandplotsusingpandasandMatplotlib,andhowtocreatesomeeffectivevisualizationsforyouraudience.Finally,youwillwrapupyournewlygainedpandasknowledgebylearninghowtoimportdataoutofpandasintosomepopularfileformats.Bytheendofthisbook,youwillhaveabetterunderstandingofexploratoryanalysisandhowtobuildexploratorydatapipelineswithPython.
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品牌:中圖公司
上架時間:2021-07-23 15:42:35
出版社:Packt Publishing
本書數(shù)字版權(quán)由中圖公司提供,并由其授權(quán)上海閱文信息技術(shù)有限公司制作發(fā)行