Agriculture is the backbone of Indian economy. Today data science plays an important role in farmingdomain. In farming sector where farmers and agribusinesses have to make numerous decisions every dayand elaborate complexities involves the various factors influencing them. An essential issue for farmingplanning purpose is the accurate time for the various crops production involved in the planning. Datascience tools are essential toward for accomplishing realistic and effective solutions for this difficulty.Unpredictability in market, input levels, combinations and product prices has made it all the moreapplicable for farmers to use information and get help to make significant farming decisions. This paperfocuses on the analysis of the agricultural product market data and finding best possible parameters totake full advantage of the crop production using data science tools such as Linear Regression, densityplot and pie-chart. Taking out the large amount of existing crop, market data and analyzing new, nonexperimentaldata optimizes the production and makes farming more flexible according to market trend.