Introductions

Slide with Questions

Showing the Overall CPI Score in the Top 70 Countries

World Map Showing Incoming Tourism in 1995


Today’s date is Tuesday, December 12, 2023. Tomorrow’s date is Wednesday, December 13, 2023.


Hong Kong, USA, & Russia Tourism and Employment Data 2007-2017


These three scatterplots take a look at the relationship between total inbound arrivals and the amount of employees in tourism industries in Hong Kong, the US, and Russia from 2007-2017. It explains how as the amount of tourists in a certain country increases, more people are required to work in the tourism industries to keep up with the boom.


Data Citations: 145 key tourism statistics. World Tourism Organization. (n.d.). https://www.unwto.org/tourism-statistics/key-tourism-statistics


HighChart Grid of Corruption Variables in USA, Russia, and Iraq


The Worldwide Governance Indicators project reports the perceptions of governance of a large number of survey respondents and expert assessments worldwide. Three of the indicators they found are used in tandem with each other to help analyze if there is a link between corruption and governance.

Specifically, we are looking at government effectiveness, political stability, and control of corruption in the United States, Russia, and Iraq. We can see the different variables throughout the years, and use this to determine why there were changes, and if they were due to major government or terrorism events.


Analysis of the United States, Russia, and Iraq


To learn more about 9/11 and its effects, click here.

To learn more about Russia’s human rights practices, click here.

To learn more about how ISIS’s actions have affected Iraq’s political climate, click here.


HighChart Grid of Corruption Variables in Venezuela and Yemen


Here we are looking at same three variables as before, government effectiveness, political stability, and control of corruption, but in Yemen and Venezuela.

Unlike the United States, Russia, and Iraq, there seems to be more of a connection between the three variables in Yemen and Venezuela.


Analysis of Yemen and Venezuela


To learn more about the Yemen’s Civil war, click here.

To learn more about the history of Venezuela’s political climate, click here



Corruption Perceptions Index


Corruption Perceptions Index ranks countries by their perceived levels of public sector corruption, as determined by expert assessments and opinion surveys. With CPI, countries are ranked on a scale of 0-100, where 0 means highly corrupt and 100 means very clean. From this chart it’s easy to tell that the United States and France aren’t nearly as corrupt as Colombia, Iran and Russia.



Political Stability and Absence of Violence/Terrorism


Political Stability and Absence of Violence/Terrorism measures perceptions of the likelihood of political instability and/or politically-motivated violence, including terrorism. This graph shows how the percentile of Political Stability and Absence of Violence and Terrorism within certain countries is changed over time, from 2012 to 2018. A higher ranking means a country is less likely to experience political instability and/or politically-motivated violence, including terrorism.



Comparing Total Arrivals amd Tourism


This time series looks at the same countries as the previous chart but this time compares total arrivals (in thousands) from 2012 to 2018. From the chart, you can see that most countries have remained very consistent over this time and that France and the United States recieve a lot more tourists than Colombia, Iran and Russia.



Grid of Kable Tables

Colombia France Iran, Islamic Rep. Russian Federation United States
2012 8.06 63.51 9.95 20.85 66.35
2013 10.43 62.09 11.37 22.27 66.82
2014 10.95 58.10 17.14 14.76 65.71
2015 12.38 51.43 17.62 13.81 66.67
2016 16.19 42.86 17.62 15.24 59.05
2017 18.10 56.19 14.76 24.29 55.71
2018 18.87 48.11 9.91 27.36 58.96
Colombia France Iran, Islamic Republic of Russian Federation United States of America
1995 1,433 .. 452 10,290 79,732
1996 751 148,263 573 16,208 82,756
1997 758 157,551 764 17,463 82,525
1998 823 .. 1,008 16,188 74,767
1999 725 .. 1,321 18,820 75,796
2000 707 .. 1,342 21,169 78,343
2001 788 .. 1,402 21,595 70,975
2002 661 .. 1,585 23,309 64,434
2003 668 .. 1,546 22,521 62,082
2004 840 190,282 1,659 22,064 67,606
2005 981 185,829 1,889 22,201 71,484
2006 2,096 193,882 2,735 22,486 183,178
2007 2,381 193,319 2,219 22,909 175,299
2008 2,545 193,571 2,034 23,676 175,703
2009 2,649 192,369 2,116 21,339 160,508
2010 1,701 189,826 2,938 22,281 162,275
2011 2,356 196,595 3,354 24,932 147,271
2012 2,434 197,522 3,834 28,177 171,630
2013 2,595 204,410 4,769 30,792 179,310
2014 2,866 206,599 4,968 32,421 178,311
2015 3,371 203,302 5,237 33,729 176,865
2016 3,675 203,042 4,942 24,571 175,261
2017 4,056 207,274 4,867 24,390 174,292
2018 4,398 211,998 7,295 24,551 169,325
2019 4,531 217,877 9,107 24,419 165,478
2020 1,387 117,109 1,550 6,359 44,792
2021 2,146 141,297 989 .. 66,594
2022 4,686 .. 4,108 .. ..
Colombia France Iran Russia United States
2012 36 71 28 28 73
2013 36 71 25 28 73
2014 37 69 27 27 74
2015 37 70 27 29 76
2016 37 69 29 29 74
2017 37 70 30 29 75
2018 36 72 28 28 71

Thank you!