Showing posts with label SAS. Show all posts
Showing posts with label SAS. Show all posts

Monday, April 2, 2018

Power of sas visual analytics

Wouldn't it be wonderful if you were given a set of data of some 1500 staff  and identify the reasons for attrition.
SAS visual analytics has the ability to predict the  classification / combination with a level of accuracy. A sample work is done to understand the software's performance. Simply reduced tonnes of workload.
Partition- 70-30% training and validation


A sample probability  of a particular combination of parameters is given in below figure

Sunday, March 25, 2018

Indian car buyer's behaviour- using SAS VISUAL ANALYTICS

Here is an interesting insight of  car buyer's pattern.
A sample of 99 cars is analysed. 13 variables. Have a look of the data audit done using SPSS Modeler.



Now comes the slicing and dicing part.
We can observe that the a post graduate whose wife is working has a more chance of buying a car. 
secondly compared to the education level post graduates bought the higher percentage of cars.


The box plot below gives an idea about the salary range, mean , median, mode, make of the car and its count. An example of good visualisation in one graph.


Does Home loan has an impact ? find the answer below...


What is the impact of count when it comes to home loan ?


Thanks Ramprsath for support and technicals