Calgary Population
I chose this particular project because I find it is interesting to see our city’s increasing overall
population. My goal is to demonstrate the increase of population in Calgary.
Year (L1)
|
Population (L2)
|
Difference (compared to previous year)
|
1990 (0)
|
692,885
|
|
1991 (1)
|
708,593
|
15,708
|
1992 (2)
|
717,133
|
8,540
|
1993 (3)
|
727,719
|
10,586
|
1994
|
738,184
|
10,465
|
1995
|
749,073
|
10,889
|
1996
|
767,059
|
17,986
|
1997
|
790,498
|
23,439
|
1998
|
819,334
|
28,836
|
1999
|
842,388
|
23,054
|
2000
|
860,749
|
18,361
|
2001
|
876,519
|
15,770
|
2002
|
904,987
|
28,468
|
2003
|
922,315
|
17,328
|
2004
|
933,495
|
11,180
|
2005
|
956,078
|
22,583
|
2006
|
991,759
|
35,681
|
2007
|
1,019,942
|
28,183
|
2008
|
1,042,892
|
22,950
|
2009
|
1,065,455
|
22,563
|
2010
|
1,071,515
|
6,060
|
2011
|
1,090,936
|
19,421
|
2012
|
1,120,225
|
29,289
|
2013
|
1,156,686
|
36,461
|
2014
|
1,195,194
|
38,508
|
2015 – estimation
|
1,211,602
|
16,408
|
2016 – estimation
|
1,239,847
|
28,155
|
2017 - estimation
|
1,268,751
|
28904
|
Data acquired from here
(http://www.calgary.ca/_layouts/cocis/DirectDownload.aspx?target=http%3a%2f%2fwww.calgary.ca%2fCA%2fcity-clerks%2fDocuments%2fElection-and-information-services%2fCensus2014%2fFinal%202014%20Census%20Results%20book.pdf&noredirect=1&sf=1)
at page 20.
I began with year 1990 and ended with year 2014. Since we
are still in year 2015, the population of Calgary on that year will be estimated. The population of
Calgary reached one million in year 2007. There were some annexations in year 1996, 2005, and 2008. The annexation slowed down the population growth slightly.
Exponential Regression Graph
After I gathered the data from the link above, I created an
exponential regression graph. The exponential regression is as follows:
Y = 681007.50380284(1.0233125727547)^x
This graph is the most accurate compared to other graphs
below. The plot points are mostly touching the line. The most beautiful graph
as well…
Calgary’s population continues to expand. By using table of values
and the regression provided above, in year 2017, Calgary are predicted to have
about 1,268,751 residents. In year 2025, 1,525,608 citizens are estimated to
live in the city.
Linear Regression Graph
Y = 659736.50153846+20894.001538462x
Linear graph is not ideal because the scatter dots are way
off from linear regression.
Quadratic Regression Graph
Y = 266.00613154961x^2+14509.854381271x+684209.06564102
Much better than linear regression graph. However, I still think that
scatter dots still are off a bit compared to exponential graph.
Cubic Graph
This graph is not too bad, either. However, I don't think that Calgary's population are decreasing anytime soon, unless some factors caused the population to decrease. It is good idea to use this graph if the population is estimated to decrease after a certain number of years.
Conclusion
The exponential regression graph is the most accurate graph, followed closely by quadratic regression graph. Cubic regression graph is best suited to project the population decrease. Linear regression graph, however, is the most inaccurate graph above all.
Reference(s)/source(s)
Conclusion
The exponential regression graph is the most accurate graph, followed closely by quadratic regression graph. Cubic regression graph is best suited to project the population decrease. Linear regression graph, however, is the most inaccurate graph above all.
Reference(s)/source(s)
- For Calgary's population growth histor:y http://www.calgary.ca/_layouts/cocis/DirectDownload.aspx?target=http%3a%2f%2fwww.calgary.ca%2fCA%2fcity-clerks%2fDocuments%2fElection-and-information-services%2fCensus2014%2fFinal%202014%20Census%20Results%20book.pdf&noredirect=1&sf=1 at page 20
- Image of Calgary downtown: http://www.getdown.ca/wp-content/uploads/2013/01/calgary-pano2.jpeg
I'm curious to know if our growing population is a negative, and we should worry about not enough jobs or increasing prices? or is this topic a positive?
ReplyDeleteIt is in both ways, in my opinion. If population continues to increase, and oil/gas layoffs keep increasing, (http://globalnews.ca/news/1889598/timeline-tracking-the-layoffs-in-albertas-oilpatch) then we will need to worry about it. Population increase means more tax revenues for Calgary as well. In long run, population increase is good thing if Calgary/Alberta start exploring other industries.
DeleteSo basically, if Calgary has enough jobs with population increase, then its a good thing. If Calgary doesn't have enough jobs and unemployment rate is increasing, then it is something to worry about.
Do you think that they will have to stop people moving in to Calgary if the population gets to big? If so, in how many years?
ReplyDeleteHi,
Deleteif population in Calgary continues to increase and Calgary did not plan accordingly it, then yes. Traffic jam affects the employment rate, transportation industries, and many more. If Calgary doesn't have enough jobs, then the city would be forced to increase taxes, cut services, etc.
I believe that by 2025, population in Calgary is estimated to be 1,525,608. Traffic jams at rush hours are already kind of bad. The city would need to make some changes. If Calgary Transit did not add any more cars for LRT or adding more bus stops/services, and Calgary did not make some changes on the roads by 2025, then Calgary will have to strategically slow down the population growth.
It is pretty good question, thanks for asking :).
I think Calgary has the potential to allow millions of people more to come and live here. It should improve others sources to survive in its economy by itself. Great job.
ReplyDeleteGreat regression analysis. I really like how you analysed all the different types of functions to figure out what is the most realistic model. Great job maintaining your post!
ReplyDeleteDo You Think Calgary Needs To Use Oil To Gain Jobs As A Primary Recsource Or Can Calgary Use Secondary Resources Like Solar Power, Electrical And Wind To Gain Jobs Too?
ReplyDelete