SYSTEM AND METHOD FOR ANALYSIS AND REPRESENATION OF DATA
A system and method for analysis and representation of data are provided. The system includes a memory configured to receive a plurality of data sets. The system also includes a processing subsystem operatively coupled to the memory and configured to select one or more numeric variables of the plurality of data sets. The processing subsystem is further configured to analyse the one or more numeric variables of the plurality of data sets based on the plurality of properties of the plurality of data sets, identify one or more custom rules based on the plurality of data sets, identify graphical representation based on outcome of the one or more identified custom rules, identify one or more textual insights based on outcome of the one or more custom rules and represent identified graphical representation and one or more textual insights on a display device.
1 . A system for data analysis and presentation of data comprising:
a memory configured to receive a plurality of data sets;
a processing subsystem operatively coupled to the memory and configured to:
determine a plurality of properties of the plurality of data sets;
select one or more numeric variables of the plurality of data sets;
analyse the one or more numeric variables of the plurality of data sets based on the plurality of properties of the plurality of data sets;
identify one or more custom rules based on the plurality of data sets;
derive one or more interpretations and one or more related output based on one or more identified custom rules;
identify graphical representation based on outcome of the one or more identified custom rules;
identify one or more textual insights based on outcome of the one or more custom rules; and
represent identified graphical representation and one or more textual insights on a display device.
2 . The system as claimed in claim 1 , wherein the plurality of data sets comprises a plurality of structured data, a plurality of unstructured data or a plurality of semi-structured data.
3 . The system as claimed in claim 1 , wherein the plurality of properties of the plurality of data sets comprises an instruction set, a data type, a hierarchy of data and a category of data.
4 . The system as claimed in claim 1 , wherein the one or more custom rules comprises one or more statistical tests and one or more data models.
5 . The system as claimed in claim 1 , wherein the processing subsystem is further configured to analyse and present a distribution of the one or more numeric variables.
6 . The system as claimed in claim 1 , wherein the processing subsystem is further configured to analyse and present an impact of other numeric variables on the one or more selected numeric variables and an impact of one or more categorical variables over the selected numeric variables.
7 . The system as claimed in claim 1 , wherein the processing subsystem is configured to generate a plurality of recommendation results to increase or optimize the one or more numeric variables.
8 . A method for data analysis and presentation of data comprising:
receiving a plurality of data sets;
determining a plurality of properties of the plurality of data sets;
selecting one or more numeric variables of the plurality of data sets;
analysing the one or more numeric variables of the plurality of data sets based on the plurality of properties of the plurality of data sets;
identifying one or more custom rules based on the plurality of data sets;
deriving one or more interpretations and one or more related output based on one or more identified custom rules;
identifying graphical representation based on outcome of the one or more identified custom rules;
identifying one or more textual insights based on outcome of the one or more custom rules; and
representing identified graphical representation and one or more textual insights.
9 . The method as claimed in claim 6 , wherein identifying graphical representation based on outcome of the one or more identified custom rules comprises:
identifying one or more statistical tests from the one or more custom rules;
deciding a sequence of execution of the one or more statistical tests;
prioritising the one or more statistical tests; and
identifying graphical representation based on a priority of one or more statistical tests.
10 . The method as claimed in claim 6 , wherein representing the one or more textual insights comprises representing one or more textual insights in a natural language.