DataMining Project for Rohini

Shivanand
Pl forward this mail to Rohini
Hcp


Dear Rohini

During our discussions yesterday , you expressed your desire to work on some project involving Data mining
At that time , I mentioned that we have a database of over 5 million job advts , downloaded over the past 6 / 7 years from various job portals of India
Each job advt database consists of :

Ø Advt ID

Ø Designation ( being advertised )

Ø Company Name

Ø Job Description

Ø Desired Profile

Ø Compensation

Ø Experience ( desired ) – Years

Ø Industry Type

Ø Education

Ø Location ( Posting City )

Ø Keywords

Ø Post Date

Ø Expiry Date

Some years back , ( when our website , www.World-Wide-Jobs.com , was up and running ) , we had developed a feature to analyze this database and display the findings visually , in different ways
We were displaying PIE-CHARTS of :

Ø Industry-wise Jobs

Ø City-wise Jobs

I attach a Sample

You will observe that , with a much larger database available now , it is possible to analyze / display the “ No of Jobs “ , in many more ways
Not only that , it should be possible to analyze this huge database to predict the future expected PATTERN of the occurrence of jobs , in many different ways !
Beyond that , it should be possible to evolve some sort of an EXPERT SYSTEM , by extracting patterns that tell us ,

Ø IF this , THAN that

Ø IF this , THAN not that

Type of DECISION RULES !
I have already written down a few such possible RULES , that I can send you later , in case you wish to take up this project
If you do , I can even prepare U/I of a web page that will enable any visitor to search such co-relations amongst various data fields
Considering that , currently , we are downloading approx 1,000 job advts EVERY DAY , this would refine and improve as time goes by
Pl let me know in case of interest

hcp