Challenge : 

 Visualization is about using images . It ’s not about drawing ; it ’s about visual thinking . It pushes us beyond   using words or language alone . It is a way of unlocking a different part of our brains that allows us to   think nonverbally and that managers might not normally use . Visualization is the transformation of   information into images that you see either literally , with your eyes , or figuratively , with your inner gaze .   Sometimes we are talking about the presentation of text , numbers or other units of information in the   form of images ( each of which , as they say , is worth a thousand words ) . Sometimes you need to collect   disparate ideas into an exciting story that can evoke vivid images in the mind . In any case , the visual   representation of customers and their experiences makes them perceive as real , real people .   Visualization provides ideas in a concrete and tangible form - and often destroys ambiguity with one   stroke of a pencil . A different part of your brain comes into play , including another way of knowing the   world . Visual tools do not have to be complex or well - designed . Sometimes simple drawings on a white   marker board are very effective . 

 Selection : 

 By making your work visible , you significantly reduce the risk - and this is especially important for   effective intersectoral collaboration . The text is much easier to interpret in different ways than   illustrations or stories ( where verbally depict a narrative picture ) . If you explain the idea using text , our   own pictures appear in our minds , and usually they depend on our preparation . Of course , this spoils   everything . Each begins to do his own - depending on how your words were understood . Later you can   say : “ I talked about completely different things ! ” But if you presented the idea by drawing a picture or   telling a story , we would be less likely to have diverging models in our minds . 

 Application : 

 As long as design thinking is the creation of products and services that are focused on the person . The   main principle is the need to look at the world from the perspective of other people , to realize their   desires , their tasks and understand their needs . When developing a new product , the most difficult is   the search for an idea that , on the one hand , is in demand from the client , on the other hand , the   company has technological capabilities to implement this idea , and the idea should also correspond to   the strategic areas of the business . For this , design thinking technology is used . The process of building a   report is simple and consists of the following steps : data source binding ; customization of displayed   metrics , tabs and filters ; providing access to the right users . Let me , for example , want to compare three   students - Alexei , Mikhail and Pavel - and their test results . In this case , my variables are the names of   the students and their grades . When it became clear with the variables , it is worth understanding what   type of data these variables belong to . The types of data are as follows : quantitative - everything that   can be counted : the number of exhibitors , GDP , etc . ; high - quality ordered , for example , days of the   week or months ; high - quality disordered , for example , the names of the countries participating in the   Olympiad , names , etc . At this stage , we can already draw up a simple table that will streamline our task . 

 Insight : 

 Visualization itself has advantages , the significance of which has grown significantly in the 21st century   among them : data visualization saves brain effort ; visualization speeds up the perception of information ;   visualization makes decision making easier . 

 Approach : 

 Good visualization is always a combination of the right tools and a clearly defined goal . Therefore , in any   case , you need to start with the question " What problem does my visualization solve ? " . The answer   should be described in one or two sentences . Additional questions may include : “ what should the user   learn from the results of viewing ? ” , “ What information is most important to convey ? ” . If you have   decided on a goal , then you can proceed to production . 


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: Challenge : 

 Visualization is about using images . It ’s not about drawing ; it ’s about visual thinking . It pushes us beyond   using words or language alone . It is a way of unlocking a different part of our brains that allows us to   think nonverbally and that managers might not normally use . Visualization is the transformation of   information into images that you see either literally , with your eyes , or figuratively , with your inner gaze .   Sometimes we are talking about the presentation of text , numbers or other units of information in the   form of images ( each of which , as they say , is worth a thousand words ) . Sometimes you need to collect   disparate ideas into an exciting story that can evoke vivid images in the mind . In any case , the visual   representation of customers and their experiences makes them perceive as real , real people .   Visualization provides ideas in a concrete and tangible form - and often destroys ambiguity with one   stroke of a pencil . A different part of your brain comes into play , including another way of knowing the   world . Visual tools do not have to be complex or well - designed . Sometimes simple drawings on a white   marker board are very effective . 

 Selection : 

 By making your work visible , you significantly reduce the risk - and this is especially important for   effective intersectoral collaboration . The text is much easier to interpret in different ways than   illustrations or stories ( where verbally depict a narrative picture ) . If you explain the idea using text , our   own pictures appear in our minds , and usually they depend on our preparation . Of course , this spoils   everything . Each begins to do his own - depending on how your words were understood . Later you can   say : “ I talked about completely different things ! ” But if you presented the idea by drawing a picture or   telling a story , we would be less likely to have diverging models in our minds . 

 Application : 

 As long as design thinking is the creation of products and services that are focused on the person . The   main principle is the need to look at the world from the perspective of other people , to realize their   desires , their tasks and understand their needs . When developing a new product , the most difficult is   the search for an idea that , on the one hand , is in demand from the client , on the other hand , the   company has technological capabilities to implement this idea , and the idea should also correspond to   the strategic areas of the business . For this , design thinking technology is used . The process of building a   report is simple and consists of the following steps : data source binding ; customization of displayed   metrics , tabs and filters ; providing access to the right users . Let me , for example , want to compare three   students - Alexei , Mikhail and Pavel - and their test results . In this case , my variables are the names of   the students and their grades . When it became clear with the variables , it is worth understanding what   type of data these variables belong to . The types of data are as follows : quantitative - everything that   can be counted : the number of exhibitors , GDP , etc . ; high - quality ordered , for example , days of the   week or months ; high - quality disordered , for example , the names of the countries participating in the   Olympiad , names , etc . At this stage , we can already draw up a simple table that will streamline our task . 

 Insight : 

 Visualization itself has advantages , the significance of which has grown significantly in the 21st century   among them : data visualization saves brain effort ; visualization speeds up the perception of information ;   visualization makes decision making easier . 

 Approach : 

 Good visualization is always a combination of the right tools and a clearly defined goal . Therefore , in any   case , you need to start with the question " What problem does my visualization solve ? " . The answer   should be described in one or two sentences . Additional questions may include : “ what should the user   learn from the results of viewing ? ” , “ What information is most important to convey ? ” . If you have   decided on a goal , then you can proceed to production .
### Output: 