Friday, 10 April 2015

Calgary Population

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

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


Y = -10.553894012575x^3+645.94631600231x^2+10936.305868613x+690617.39008546



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)



7 comments:

  1. 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?

    ReplyDelete
    Replies
    1. It 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.

      So 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.

      Delete
  2. 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?

    ReplyDelete
    Replies
    1. Hi,
      if 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 :).

      Delete
  3. 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.

    ReplyDelete
  4. Great 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!

    ReplyDelete
  5. Do 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