This is a simple program to append the input chart to the right variable named plotname which is an attribute of class AV. So make

This is a simple program to give data cleaning and improvement suggestions in class AV. Make sure you send in a dataframe. Otherwise, this

The function draws catscatter plots for pairs of categorical variables in a data frame. A catscatter plot is a type of scatter plot that s

### This is where you plot a pair-wise scatter plot of Independent Variables against each other####

This handy function draws a dataframe column using Wordcloud library and nltk.

Great way to plot continuous variables fast grouped by a categorical variable. Just sent them in and it will take care of the rest!

This actually does Exploratory data analysis - it means this function performs EDA ########################################################

Function converts any pandas series (or column) consisting of string chars, into numeric values. It converts an all-string column to an all-nu

This is the main utility that converts any string column to numeric. It does not need Label Encoder since it picks up a string that may not

This counts the frequency of items in a list but MAINTAINS the order of appearance of items. This order is very important when you are doin

Returns a dictionary of lists if you send in a list of Tuples

###### Factorize any list of values in a data frame using this neat function if your data has any NaN's it automatically marks it as -1 an

############################################################################## ##### AUTOVIZ_HOLO PERFORMS AUTO VISUALIZATION OF ANY DATA S

############################################################################## ##### AUTOVIZ_MAIN PERFORMS AUTO VISUALIZATION OF AN

This function finds all columns in a dataframe that have infinite values (np.inf or -np.inf) It returns a list of column names. If the list

#################################################################################### # The catscatter idea was conceived by: Myr Barnés in

####################################################################################### This is a utility that converts string columns to n

#### PAIR SCATTER PLOTS ARE NEEDED ONLY FOR CLASSIFICATION PROBLEMS IN NUMERIC VARIABLES ### This is where you plot a pair-wise scatter plo

Takes in a sentence, splits it into list of strings and returns sentence back with items sibstituted by expanded abbreviations or abbreviat

This is a fast utility that uses XGB to find top features. It returns a list of important features. Since it is XGB, you don't have to

Removes STOP_WORDS characters

#### THIS METHOD IS KNOWN AS SULO METHOD in HONOR OF my mother SULOCHANA SESHADRI ####### This highly efficient method removes variables th

############################################################################## ##### AUTOVIZ PERFORMS AUTOMATIC VISUALIZATION OF AN

This function finds all columns in a dataframe that have inifinite values (np.inf or -np.inf) It returns a list of column names. If the lis

This is a simple program to append the input chart to the right variable named plotname which is an attribute of class AV. So make

############################################################################### ## This cleans text string. Use it only as a Series.map(cle

#### This is the easiest way to label encode object variables in both train and test #### This takes care of some categories that are pres

This returns a dictionary of counts of each variable and how many vars it is correlated to in the dataframe

This program is named in honor of my one of students who came up with the idea for it. It's a neat way of printing data types and informat

This program must take in a variable passed from the widget and turn it into a chart. The input is known as

This program must take in a variable passed from the widget and turn it into a chart. The input is known as