Drawing Insights from Researches more effectively 

 Challenge : - 

 A lot of times the organization was arriving at conclusion and business decision from a one two   datasets and this has been a growing a concern . We were not sure what we were missing , but the   entire team concluded that a grave error is embedded in the process . We wanted to fix this by listing   out the pros and cons of the methodology and also arrive at a meaningful conclusion that can   provide value to the business . 

 Selection : - 

 The Design thinking methodology that we used was storytelling . One of the key reason for going this   route is because storytelling helps to connect to the audience , it gives you a story board and you can   create a beautiful and meaningful story once you join all the pieces . We wanted a method where in   we can list the pros , cons and cause and also design an solution by taking into consideration who the   audience is . As mentioned in the course , even though it may not make sense to us , we can define a   method that can help the audience understand and attach to the problem of interest . 

 Application : - 

 We started by making a list of all the positives and negatives of the current approach . As we thought   the negatives weighted heavily over the positives . One key positive following the current approach   was the timeliness . Since we were drawing business decision from a finite set of sources , even   though we had multiple other sources which went unattended , we were able to give quick summary   to management on timely basis . Negatives obviously included the key pieces we were missing or   overlooking by not included other consideration and economic environment before drafting   summaries . 

 We then listed down all the available sources that can add value and started making a plan to   summarize learnings from all the sources . This made us making a better plan on gaining rich   knowledge without impacting any timing or delay in business decisions . 

 Insights : - 

 The Insights gained from this exercise was priceless . We went in retrospect first to understand how   the business insights given in the past and re - did the exercise using the new tool . We were surprised   and shocked to find out how things could have been different and better had we taken a bit of extra   time and started from ground zero . 

 Approach : - 

 The two key design thinking tools which I might use mostly is storytelling and visualization . For   problems like these where we have to list down the pros and cons and discuss and communicate   with a team who are subject matter experts , we might still continue using storytelling since every   one is aware of the problem and its easier to connect . We might use visualization if the problem at   hand is something where we have to communicate the problem and device a solution from a team   of relatively newcomers from whom it might be easier to connect with the picture than a laundry list   of pros / cons and causes . 


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: Drawing Insights from Researches more effectively 

 Challenge : - 

 A lot of times the organization was arriving at conclusion and business decision from a one two   datasets and this has been a growing a concern . We were not sure what we were missing , but the   entire team concluded that a grave error is embedded in the process . We wanted to fix this by listing   out the pros and cons of the methodology and also arrive at a meaningful conclusion that can   provide value to the business . 

 Selection : - 

 The Design thinking methodology that we used was storytelling . One of the key reason for going this   route is because storytelling helps to connect to the audience , it gives you a story board and you can   create a beautiful and meaningful story once you join all the pieces . We wanted a method where in   we can list the pros , cons and cause and also design an solution by taking into consideration who the   audience is . As mentioned in the course , even though it may not make sense to us , we can define a   method that can help the audience understand and attach to the problem of interest . 

 Application : - 

 We started by making a list of all the positives and negatives of the current approach . As we thought   the negatives weighted heavily over the positives . One key positive following the current approach   was the timeliness . Since we were drawing business decision from a finite set of sources , even   though we had multiple other sources which went unattended , we were able to give quick summary   to management on timely basis . Negatives obviously included the key pieces we were missing or   overlooking by not included other consideration and economic environment before drafting   summaries . 

 We then listed down all the available sources that can add value and started making a plan to   summarize learnings from all the sources . This made us making a better plan on gaining rich   knowledge without impacting any timing or delay in business decisions . 

 Insights : - 

 The Insights gained from this exercise was priceless . We went in retrospect first to understand how   the business insights given in the past and re - did the exercise using the new tool . We were surprised   and shocked to find out how things could have been different and better had we taken a bit of extra   time and started from ground zero . 

 Approach : - 

 The two key design thinking tools which I might use mostly is storytelling and visualization . For   problems like these where we have to list down the pros and cons and discuss and communicate   with a team who are subject matter experts , we might still continue using storytelling since every   one is aware of the problem and its easier to connect . We might use visualization if the problem at   hand is something where we have to communicate the problem and device a solution from a team   of relatively newcomers from whom it might be easier to connect with the picture than a laundry list   of pros / cons and causes .
### Output: 