diff --git a/vevestaX/__init__.py b/vevestaX/__init__.py index 1507dac..ece15a0 100644 --- a/vevestaX/__init__.py +++ b/vevestaX/__init__.py @@ -1 +1 @@ -__version__ = '6.5.1' +__version__ = '6.5.2' diff --git a/vevestaX/vevesta.py b/vevestaX/vevesta.py index 2c7401c..d945903 100644 --- a/vevestaX/vevesta.py +++ b/vevestaX/vevesta.py @@ -706,7 +706,7 @@ def __EDAForPandas(self, fileName): NonNumericFeaturesImgFile = "NonNumericFeatures.png" FeatureHistogramImageFile = "FeatureHistogram.png" OutliersImageFile = "Outliers.png" - NumericFeatures3Dplots = "NumericFeatures3Dplots.png" + #NumericFeatures3Dplots = "NumericFeatures3Dplots.png" # EDA missing values plt.figure(figsize=(13, 8)) @@ -752,6 +752,7 @@ def __EDAForPandas(self, fileName): plt.close() # EDA for 3D-Plots + """ numericDataframe = self.__data.select_dtypes(include='number') fig = plt.figure(figsize=(200, 80)) k = 1 @@ -766,7 +767,7 @@ def __EDAForPandas(self, fileName): plt.subplots_adjust(wspace=1) k += 1 plt.savefig(os.path.join(directoryToDumpData, NumericFeatures3Dplots), bbox_inches='tight', dpi=100) - plt.close() + plt.close()""" # Identify non-numerical features nonNumericalColumns = self.__data.select_dtypes(exclude=["number", "datetime"]) @@ -830,12 +831,13 @@ def __EDAForPandas(self, fileName): pdf.image(os.path.join(directoryToDumpData, OutliersImageFile),30,10,w=150,h=200) # adding 3D plots for numeric features + """ workBook.create_sheet('EDA-3Dplot') ThreeDplotsheet = workBook['EDA-3Dplot'] ThreeDImg = openpyxl.drawing.image.Image( os.path.join(directoryToDumpData, NumericFeatures3Dplots)) ThreeDImg.anchor = columnTextImgone - ThreeDplotsheet.add_image(ThreeDImg) + ThreeDplotsheet.add_image(ThreeDImg)""" # adding non-numeric column nonNumericalColumns = self.__data.select_dtypes(exclude=["number", "datetime"])