Visualization technique : 

 1 . Challenge : The basic challenges that I faced is to manage huge data to understand the brand ’s 

 performance . Prior 5 years ’ data was huge to understand . Even , I have to compare my brands   data with other competitor ’s data . 

 2 . Selection : I used tableau software to do competitor ’s analysis . In a particular year and a 

 particular quarter how my brand performed compared to other brand that I can easily   understand by using tableau . 

 3 . Application : Describe how you applied the tool you selected to your challenge ( e.g. , what you 

 did and how the tool was applied effectively or ineffectively ) . 

 4 . Insight : Data visualization technique helps me to understand where to put efforts for my brand . 

 Where I review prior data for my brand performance data visualization technique helps me to   easily understand about which quarter my brand performed less compared to the competitor ’s   brand . Therefore , I can get spaces to work more for my brand . Further , data visualization technique   helps me to do competitor ’s analysis . 

 5 . Approach : I can use data visualization tool to do perceptual mapping to position my brand 

 compared to the competitor ’s brand . 


EMAIL: 
ID_NUM: 
NAME_STUDENT: 
PHONE_NUM: 
STREET_ADDRESS: 
URL_PERSONAL: 
USERNAME: 

### Task: You are a PII (Personal Identity Information) Detection. Given a essays written by students, you have to identify ONLY the following:
NAME_STUDENT - The full or partial name of a student that is not necessarily the author of the essay. This excludes instructors, authors, and other person names.
EMAIL - A student’s email address.
USERNAME - A student's username on any platform.
ID_NUM - A number or sequence of characters that could be used to identify a student, such as a student ID or a social security number.
PHONE_NUM - A phone number associated with a student.
URL_PERSONAL - A URL that might be used to identify a student.
STREET_ADDRESS - A full or partial street address that is associated with the student, such as their home address.
### Input: Visualization technique : 

 1 . Challenge : The basic challenges that I faced is to manage huge data to understand the brand ’s 

 performance . Prior 5 years ’ data was huge to understand . Even , I have to compare my brands   data with other competitor ’s data . 

 2 . Selection : I used tableau software to do competitor ’s analysis . In a particular year and a 

 particular quarter how my brand performed compared to other brand that I can easily   understand by using tableau . 

 3 . Application : Describe how you applied the tool you selected to your challenge ( e.g. , what you 

 did and how the tool was applied effectively or ineffectively ) . 

 4 . Insight : Data visualization technique helps me to understand where to put efforts for my brand . 

 Where I review prior data for my brand performance data visualization technique helps me to   easily understand about which quarter my brand performed less compared to the competitor ’s   brand . Therefore , I can get spaces to work more for my brand . Further , data visualization technique   helps me to do competitor ’s analysis . 

 5 . Approach : I can use data visualization tool to do perceptual mapping to position my brand 

 compared to the competitor ’s brand .
### Output: 