Confidential 

 Reflection – Visualization 

 Challenge & Selection 

 I am on the reporting team and share the figures about their performance with business   owners . The increase in the rate of smart device penetration we followed was low despite   the increase in sales . Since the use of the Internet is more in these devices , it was necessary   to increase these devices . And it was necessary to know which devices are using the internet   more . There could be a problem with the data . It was necessary to see the problem , correct   the data and create a process . we came together to explain this to business owners and to   know how they interpret the data . They had to own this issue and give comments and   directions . The first tool I used was the Visualization tool for the common definition and   common solution of the problem . We visualized the features of the devices with icons or   symbols and divided them into groups . 

 Application 

 We had short meetings with the teams . We used the postit method to decide how these   device groups should be . Groups were formed according to their common characteristics . It   was determined that there are devices that can not be grouped in the data . it turned out that   we need to find the ones with high data usage of these devices . Control processes have been   defined in order not to increase the devices that can not be grouped . By coming together , we   understood how other teams interpreted the data . We have created a common definition .   We detected the problem in the data . and we have defined the process for the problem . 

 Insight & Approach 

 When examining the device features , the need to follow new KPIs emerged . As the job description   has been enriched , it has contributed to the company . I use the same method in the next project   or work and involve the people and teams involved 


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: Confidential 

 Reflection – Visualization 

 Challenge & Selection 

 I am on the reporting team and share the figures about their performance with business   owners . The increase in the rate of smart device penetration we followed was low despite   the increase in sales . Since the use of the Internet is more in these devices , it was necessary   to increase these devices . And it was necessary to know which devices are using the internet   more . There could be a problem with the data . It was necessary to see the problem , correct   the data and create a process . we came together to explain this to business owners and to   know how they interpret the data . They had to own this issue and give comments and   directions . The first tool I used was the Visualization tool for the common definition and   common solution of the problem . We visualized the features of the devices with icons or   symbols and divided them into groups . 

 Application 

 We had short meetings with the teams . We used the postit method to decide how these   device groups should be . Groups were formed according to their common characteristics . It   was determined that there are devices that can not be grouped in the data . it turned out that   we need to find the ones with high data usage of these devices . Control processes have been   defined in order not to increase the devices that can not be grouped . By coming together , we   understood how other teams interpreted the data . We have created a common definition .   We detected the problem in the data . and we have defined the process for the problem . 

 Insight & Approach 

 When examining the device features , the need to follow new KPIs emerged . As the job description   has been enriched , it has contributed to the company . I use the same method in the next project   or work and involve the people and teams involved
### Output: 