PythonforDataAnalysis,2ndEdition（最终版）

PythonforDataAnalysis,2ndEdition（最终版）
Author:WesMcKinneyISBN-10:1491957662Year:2017Pages:544Language:EnglishFileformat:PDFGetcompleteinstructionsformanipulating,processing,cleaning,andcrunchingdatasetsinPython.UpdatedforPython3.6,thesecondeditionofthishands-onguideispackedwithpracticalcasestudiesthatshowyouhowtosolveabroadsetofdataanalysisproblemseffectively.You’lllearnthelatestversionsofpandas,NumPy,IPython,andJupyterintheprocess.WrittenbyWesMcKinney,thecreatorofthePythonpandasproject,thisbookisapractical,modernintroductiontodatasciencetoolsinPython.It’sidealforanalystsnewtoPythonandforPythonprogrammersnewtodatascienceandscientificcomputing.DatafilesandrelatedmaterialareavailableonGitHub.UsetheIPythonshellandJupyternotebookforexploratorycomputingLearnbasicandadvancedfeaturesinNumPy(NumericalPython)GetstartedwithdataanalysistoolsinthepandaslibraryUseflexibletoolstoload,clean,transform,merge,andreshapedataCreateinformativevisualizationswithmatplotlibApplythepandasgroupbyfacilitytoslice,dice,andsummarizedatasetsAnalyzeandmanipulateregularandirregulartimeseriesdataLearnhowtosolvereal-worlddataanalysisproblemswiththorough,detailedexamples 本软件ID:10013081