Data Visualization

###Why Visualization is important ?

below example shows each of the branches had similar average sales and discount rates, and the corresponding standard deviations were similar as well, as shown in the table below.

However, the patterns in the underlying data and the difference became apparent when visualised through appropriate plots.

Mumbai sales shoot up with increasing discount, then goes a little down and then up/ Over all up

For Bangalore, sales increases with discount with 1 exception

For Hyderabad , it starts to fall down post a thresh hold discount

For Kolkata, irrespective of discount sale is increasing

Tasks:

1. create a heat map for all cricket players, strike rate and runs. Against a country or a tournament

https://gramener.com/cricket/

2. Banking and Financial graph--Helping in understanding flow and structures how stocks behave on the day budget is announced

   https://gramener.com/budget/?Year=2007

3. Visualization of Music softwares: https://gramener.com/software/

Software have form clusters basis on different usage. Some for copyrighting music, some for playing etc

Important points to note:

1. Visualization can be misleading like numbers
2. Visualizations if nonlinear, then give some hints to clients
3. Visualization is important to augment the data characters and not replacing naratives