What does raw data look like? (Hint: pretty bad)

##   What.is.your.current.status. Gender
## 1             Graduate Student   Male
## 2             Graduate Student   Male
##   How.did.you.get.into.Transportation.Engineering.
## 1                  My aggregate percentage was low
## 2                                           Choice
##   Is.anyone.in.your.relatives.working.in.a.relevant.field.
## 1                                                       No
## 2                                                      Yes
##   If.still.studying..where.do.you.aspire.to.go.after.graduation.
## 1                                                        Traffic
## 2                                                   Construction
##   If.you.aspire.to.go.for.higher.studies..where.would.you.want.to.go.
## 1                                       North America (US/Canada,etc)
## 2                                    Not interested in higher studies
##   Where.are.you.from.
## 1              Lahore
## 2              Punjab

— .class #id

So, what data was collected?

Questions Asked New Headings
What is your current status? status
Gender gender
How did you get into Transportation Engineering? how.field
Is anyone in your relatives working in a relevant field relative
If still studying, where do you aspire to go after graduation? after.grad
If you aspire to go for higher education, where would you want to go? hstudies
Where are you from area

Clear Output (nice, eh?)

Here are the first 6 rows:

status gender how.field relative after.grad hstudies area
1 Graduate Student Male My aggregate percentage was low No Traffic North America (US/Canada,etc) Lahore
2 Graduate Student Male Choice Yes Construction Not interested in higher studies Punjab
3 Working Professional Male I like engineering No I am working North America (US/Canada,etc) Punjab
4 Working Professional Male My aggregate percentage was low No I am working North America (US/Canada,etc) Punjab
5 Working Professional Male My aggregate percentage was low Yes Academic/ Higher studies/ Research North America (US/Canada,etc) Lahore
6 Working Professional Male I like engineering Yes Highway Design Pakistan Punjab

Response Counts - Status

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Response Counts - Gender

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Response Counts - Chosen field of Work

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The Prefered field of work

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The Prefered field of work

It seems that a higher percentage of undergraduate students prefer going for construction industry rather than traffic engineering. This is interesting and require further investigation for answering why is it so?. In contrast, higher number of graduate students preferred traffic engineering as a working field, more than construction. However, the number of grdauate students who responded was very less i.e. only 8.


Do relatives have any role in choosing Transportation Engineering?

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Do relatives have any role in choosing Transportation Engineering?

It is hard to make any conclusion about relative's influence in making decision for choosing transportation engineering. The charts show that in collected sample, candidates who had relatives in a relevant field e.g. civil engineering, construction, etc chose transportation engineering. However, the remaining plots show that having relatives in a relevant field have a reverse effect. This requires further investigation to see what are the real determining factors in choosing the profession.


Thanks!

To be continued.
Questions/ comments/ corrections are welcome at umairdurrani87@gmail.com.