Data exploration to find patterns in diamond prices.

Description:

Using statistical techniques and visualizations in matplotlib I have been able to identify that diamonds show a logarithmic pattern once classified. The logarithmic relationship can be seen when the carats are plotted against the price (carat vs price). The result of the analysis can be found here:

Tableau public

Variables of interest:

• Carat
• Price

Classification variables:

• Clarity
• Cut
• Color

Dependencies:

• numpy
• pandas
• matplotlib
• seaborn
• scipy
• statistics
• Tableau