Example Reflection – Visualization     Challenge    I am a member of my organization ’s Business Analysis team . As business analysts , we identify and   define the solutions that will maximize the value delivered by an organization to its stakeholders . We   work across all levels of an organization and may be involved in everything from defining strategy , to   creating the enterprise architecture , to taking a leadership role by defining the goals and requirements   for programs and projects or supporting continuous improvement in its technology and processes . 

 We have the specialized knowledge to act as a guide and lead the business through unknown or   unmapped territory , to get it to its desired destination . The value of business analysis is in realization   of benefits , avoidance of cost , identification of new opportunities , understanding of required   capabilities and modeling the organization . Through the effective use of business analysis , we can   ensure an organization realizes these benefits , ultimately improving the way they do business . 

 However sometimes it is challenging to understand our customers ’ needs and wants . Sometimes we   all feel that we and our customers are talking in different languages and looking at different pictures   with different perspectives . So we tried to find tools for first understanding and confirming their needs   and then for showing them what wows . 

 Selection    Our team has selected the visualization tool understand the needs of customer and to also to show   them the alternative solutions . 

 Application    When it comes to understanding your customer ’s experience , there ’s really no easy way . Many turn to   customer journey maps . There are positives and negatives that come with customer journey maps ,   and like any other marketing research and documentation , it comes down to two things :   Identifying the goal and purpose behind it ,   Knowing how to actually apply and use it .     A way of accomplishing this task would be to our ask customer directly about their experience with   your brand – or put the above questions into a survey . First we formed a Behaviour Flow Chart . Then   we worked on creating a Goal Flow Chart . So that , we and our customer could esaily see the   diffrences between the existing situation and the aimed one . Lastly we build a graphics showing the   expectation rates of the alternatives solutions , what works and what wows .      Insight    By this study , we and our customer clearly understood that using visualizaiton technique heps both of   us to see and talk on the same thing . Aldo this helped us to see mote what works iadeas together with   our customer . We both became more creative and solution oriented when it became easy to see , what   is and what if .     Approach    Our team has learned that Visualization through visual imagery has been an effective way to   communicate both abstract and concrete ideas . Visualization helps for understanding uncertainty in   flow diagrams . 


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: Example Reflection – Visualization     Challenge    I am a member of my organization ’s Business Analysis team . As business analysts , we identify and   define the solutions that will maximize the value delivered by an organization to its stakeholders . We   work across all levels of an organization and may be involved in everything from defining strategy , to   creating the enterprise architecture , to taking a leadership role by defining the goals and requirements   for programs and projects or supporting continuous improvement in its technology and processes . 

 We have the specialized knowledge to act as a guide and lead the business through unknown or   unmapped territory , to get it to its desired destination . The value of business analysis is in realization   of benefits , avoidance of cost , identification of new opportunities , understanding of required   capabilities and modeling the organization . Through the effective use of business analysis , we can   ensure an organization realizes these benefits , ultimately improving the way they do business . 

 However sometimes it is challenging to understand our customers ’ needs and wants . Sometimes we   all feel that we and our customers are talking in different languages and looking at different pictures   with different perspectives . So we tried to find tools for first understanding and confirming their needs   and then for showing them what wows . 

 Selection    Our team has selected the visualization tool understand the needs of customer and to also to show   them the alternative solutions . 

 Application    When it comes to understanding your customer ’s experience , there ’s really no easy way . Many turn to   customer journey maps . There are positives and negatives that come with customer journey maps ,   and like any other marketing research and documentation , it comes down to two things :   Identifying the goal and purpose behind it ,   Knowing how to actually apply and use it .     A way of accomplishing this task would be to our ask customer directly about their experience with   your brand – or put the above questions into a survey . First we formed a Behaviour Flow Chart . Then   we worked on creating a Goal Flow Chart . So that , we and our customer could esaily see the   diffrences between the existing situation and the aimed one . Lastly we build a graphics showing the   expectation rates of the alternatives solutions , what works and what wows .      Insight    By this study , we and our customer clearly understood that using visualizaiton technique heps both of   us to see and talk on the same thing . Aldo this helped us to see mote what works iadeas together with   our customer . We both became more creative and solution oriented when it became easy to see , what   is and what if .     Approach    Our team has learned that Visualization through visual imagery has been an effective way to   communicate both abstract and concrete ideas . Visualization helps for understanding uncertainty in   flow diagrams .
### Output: 