Europe, Images

Europe’s Mountain Lands — Image of the Day

mountains in europe.png

I’ve made some graphs about Europe’s mountains, using data from this thorough report made by the European Union:

mountain areas

This graph above shows, approximately, the size of European countries’ mountainous areas (in the y axis) and how big their mountainous areas are as a share of their overall territories (in the x-axis). With the exception of Slovenia, the graph does not include any of the mountainous countries of the former Yugoslavia, since the report does not mention those countries. Nor does it mention Morocco, Turkey, Russia, Ukraine, or some of Europe’s other peripheral non-EU countries. Norway, though, which is not in the EU either, is included in the report, and as you can see it is by far the biggest outlier on the graph above.

Mountain Areas - 2

This graph above shows that, as one might expect, there is a strong correlation between how mountainous a European country is and how much of its population lives in mountainous areas. Switzerland leads in both categories, followed by Norway, Slovenia, Greece, and Austria.

Mountain Areas 3.png

In this graph above the main outliers are Italy and Spain, which have by far the largest populations living in mountainous areas. Had Turkey, Morocco, and Algeria been included, however, they would have been even further ahead of Italy and its 18 million people living in mountain areas.

m area 1.png

m area 2.png

mount pop .png

m pop 2.png







Forest and Farm — Image of the Day

Using data from the World Bank , here are the top 15 and bottom 15 countries in terms of per capita arable land, among countries in which at least 15 million people live:

arable land per capita -2

Here’s zooming in on the bottom 15:

arable per capita 3

(rounded to the nearest decimal point)

Using data from Nationmaster (from 2005, so it may be outdated in some cases), here are the top 15 and bottom 15 countries in terms of per capita forest area, among countries in which at least 15 million people live:

forest area per capita

And zooming in:

forest per capita 2 .png

If these numbers are correct, then Canada has 43.7 times more arable land per capita and 10,667 times more forest area per capita than Egypt does.



Europe, Images, Middle East

Arable Land in Europe — Image of the Day

Arable land, in and around Europe:

Arable Land Stats in and around Europe

From the World Bank: “Arable land (hectares per person) includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.”

Arable land per capita

Of course, not all arable land is of equal value.

Here’s zooming in on the lower half of the graph:

arable land per capita zooming in

These graphs could be incorrect, though. The data used to make them came from this source (which does not show per capita stats), which seems to have come in turn from the World Bank. But if you look at more recent per capita World Bank data presented here you will see that, although the order of countries is generally pretty similar to graphs shown above, countries like Iceland, Libya, Algeria, and Ireland are no longer at the top.










East Asia, Images

Labour Strikes in China

The China Labour Bulletin website provides maps displaying incidents of labour strikes that have occurred in recent years. While of course these should be viewed with a hefty grain of salt, they may be worth scrutinizing all the same.

This image below shows the number of strikes in general that have occurred since 2011: as you can see, they have been becoming a lot more common since the beginning of 2014.

since 2011 map

Yet this may be somewhat misleading: nearly half of the strikes indicated in the map above are thought to have had fewer than 100 people participate in them. It may be better to look just at the number of larger strikes that have occured, as the following two maps do:

1000-10,000, 2011.png

more than 10,000 persons since 2011

4 out of the 7 labour strikes involving 10,000+ people since 2011 occured in Guangdong province, according to the China Labour Bulletin

These maps above show that the larger strikes, with 1000-10,000 people and 10,000+ people, respectively, occured most often in 2014, unlike the smaller but more numerous strikes that occured most frequently in 2015 and so far in 2016. Since 2015 there have not been any strikes involving more than 10,000 people, according to the China Labour Bulletin.


Now let’s have a closer look at the differences between China’s many provinces. Below I have tried to graph the number of strikes that have occurred in each province, first since 2011 and then since 2015:


2015Guangdong, China’s most populous province, finished at the top of both graphs, while Tibet, Qinghai, Hainan, Tianjin, Ningxia, Gansu, and Xinjiang finished at the bottom of both graphs. All of the provinces of China are more or less in the same position in both graphs, in fact. And there are no major regional patterns that can be gleaned clearly from either list.

1000 - 10,000 since 2015.png

Labour strikes since January 1, 2015 involving at least one thousand people. Guangdong had 27, followed by Jiangsu with 9 and Shandong with 8.

What if we adjust the figures to take into account the population size and GDP of each province?  Then we get the following graphs:

2011 pop

2011 gdp

Here Guangdong and Tibet again finished at the top and bottom of both graphs, respectively. Ningxia, however, which had finished fifth from the bottom before adjusting for population and GDP, has now moved up to second from the top. Ningxia is China’s third least populous province (the two Tibetan provinces, Tibet and Qinghai, are the least populous), is one of China’s five “autonomous regions” (the others are Tibet, Xinjiang, Inner Mongolia, and Guangxi), and, along with Xinjiang, has by far the highest concentration of Muslim inhabitants of any province in the country.

In the adjusted-for-population graph, China’s relatively small and wealthy “direct-controlled municipalities”, namely Shanghai, Beijing, Tianjin, and Chongqing, were much higher up than they were on the adjusted-for-GDP graph, with the exception of  Chongqing. (Chongqing is quite a bit less urbanized than the three others are). Shanghai and Beijing were third and fifth, respectively, while Tianjin, which was the least strike-prone of any province when adjusted-for-GDP, was close to the middle of the pack when adjusted-for-population.

Another big change was Hainan, China’s southernmost province and only island province (not counting Hong Kong, Macau, or Taiwan), which was third from the bottom before adjusting for population size or GDP, but fourth from the top when adjusting for GDP and eighth when adjusting for population size. Shanxi and Shaanxi, meanwhile, two neighbouring provinces located in and around the mountains of north-central China, moved from around the middle of the pack to near the top once adjusted for GDP and population.


Shanxi in particular is China’s major coal producing region, and the coal industry has come under a lot of pressure in recent years, which may help explain Shanxi’s high position on both of these graphs. (Shaanxi too is a top coal producer. Inner Mongolia, though, China’s second biggest coal producer, is admittedly near the bottom of the GDP-adjusted labour strikes graph). Shanxi has also been arguably the main provincial target by far of Xi Jinping’s intense “anti-corruption” campaign.

Still, these graphs again do not prioritize large strikes over smaller ones. Below, then, are the strikes with between 1000 – 10,000 participants that have occured since 2011. Since there have been very few strikes with more than 10,000 participants, the 1000-10,000 category accounts for an overwhelming share of the large labour strikes that have taken place:

1000 since 2011

1000 since 2011:pop

1000 since 2011:gdp

The graph showing labour strikes with more than 1000 people since 2011, adjusted for GDP size, is I suspect the most important one. The population-adjusted graphs tend to somewhat misleadingly overemphasize the wealthiest provinces, like Shanghai or Tianjin, since they have lots of per capita economic activity and therefore also lots of per capita labour strikes. The graphs that are not adjusted at all skew in favour of populous provinces, meanwhile. The GDP-adjusted graphs, though, are perhaps the most indicative of provinces in which there may be growing social challenges to China’s political or economic establishment.

Notably, this GDP-adjusted graph is also the only one in which clear regional divisions can be seen. Apart from Guizhou, nine of the ten westernmost provinces in China- Tibet, Qinghai, Xinjiang, Yunnan,  Ningxia, Inner Mongolia, Sichuan, Chongqing, and Gansu – are in the bottom thirteen provinces of the list, and six are also in the bottom seven of the list. Seven of the top nine provinces on the list, meanwhile, are seven of China’s eleven eastern coastal states. These also happen to be the seven most southern coastal states on the Chinese mainland.

Beijing and the provinces around Beijing, like Liaoning, Hebei, Henan, Tianjin, Shanxi, Inner Mongolia, and Shandong, are near the bottom or the middle of the list. Shanghai on the other hand, as well as two of the three provinces that surround Shanghai, namely Jiangsu and Anhui, are quite close to the top of the list. Guangdong, which is the most populous province in China, remains far ahead at the top of the list. Three of Guangdong’s four neighbouring provinces, namely Jiangxi, Guangxi, and Fujian, are at the top of the list as well.


Remarkably, Guangdong’s GDP-adjusted figure for large labour strikes is roughly twice as high as any other province and five times the nationwide average. Guangdong has also been home to four of the seven labour strikes in China involving more than 10,000 people since 2011, according to the China Labour Bulletin. Given Guangdong’s enormous size and revolutionary history, this may be worth noting.


The other biggest outlier is the northeastern province of Heilongjiang, which apart from Guangdong had by far the most large strikes adjusted for GDP size. Heilongjiang has been a major oil and coal producing province, which may partially help to explain this. Strikes in the province have been putting its governor Lu Hao, the youngest provincial governor in the country, under a lot of political pressure of late.

Heilongjiang’s position also highlights an interesting trend: China’s most peripheral provinces, like Tibet, Guangdong, Heilongjiang, Xinjiang, Guangxi, Yunnan, Qinghai, Inner Mongolia, Hainan, and Jiangxi, are either at the very top of the list or at the very bottom of the list. Heilongjiang itself has the longest international border in China outside of the three “autonomous regions” of Tibet, Xinjiang, and Inner Mongolia. Heilongjiang’s border with Russia is only slightly shorter than the entire US-Mexican border. Hopefully Donald Trump will move there once he loses the election this year,  and trouble America no more.

The China Labour Bulletin maps also zoom in to show which cities the strikes occured in, and gives basic information about them. For example:


It also breaks down the strikes by the response they are thought to have received, in five categories: “police”, “arrest(s)”, “government mediation”, “negotiation”, or “other”. According to the site, “Guangdong also led the country in the number of police interventions in labour disputes, accounting for about 19 percent of the total 831 incidents in which police were deployed and 24 percent of the incidents in which arrests were made”.

“Worker protests accounted for 38 percent of all mass protests by Chinese citizens last year, according to statistics published on the well-respected Wickedonna blog.”

To close, here are the numbers of strikes of all sizes since the beginning of 2015, adjusted for provincial population size and provincial GDP size. Guangdong is finally not at the top of either:

2015 pop

2015 gdp

But if you look only at large strikes since 2015, then Guangdong is back on top:

1000 - 10,000 since 2015.png

Labour strikes since January 1, 2015 involving at least one thousand people. Guangdong had 27, followed by Jiangsu with 9, Shandong with 8, and Sichuan with 5. There have been no strikes with 10,000+ people since the beginning of 2015, according to the China Labour Bulletin

East Asia, Images, North America, South Asia

The Provincials — Image of the Day

the provincials

The graph above shows the size of countries’ largest provinces or states in relation to their  overall populations. So California, for example, is home to approximately 12 percent of the total population of the United States, whereas Ontario is home to 39 percent of Canada’s population and Punjab to 47 percent of Pakistan’s.


The biggest standout here, though, is Argentina’s largest province Buenos Aires, which is by far the most populous of Argentina’s 24 provinces. In fact, the population of the province of Buenos Aires does not even include that of the “Autonomous City” of Buenos Aires – see map above – which is itself the fourth most populous province in the country. In Argentina’s presidential elections this past October, the two candidates were the leaders of the province of Buenos Aires and the Autonomous City of Buenos Aires, respectively.

Below is a graph, made using data taken from Wikipedia, which shows the GDP sizes of the biggest provincial/state economies around the world, in nominal terms. It is led by California, which is thought to have an economic output of nearly $2.3 trillion these days, larger than all but seven of the world’s countries. Given the nature of this information, though, this graph should probably be taken with a decent-sized grain of salt.

nominal gdp

13 of the 34 provinces/states in the graph above are in the USA, 9 are in China, and 13 are in other countries. Germany and Japan both have 2, but they are the only countries apart from the US or China to have more than 1 province on this graph.

No Indian states made it on to the graph above. On the graph below, however, which shows the 34 most populous provinces/states in the world, 11 are from India, whereas California, the most populous US state, is ranked 33rd. 17 out of 34 on the graph below are Chinese, and 6 are neither Chinese nor Indian. This graph also shows the territory size of each province.


Note the dominance of India’s province Uttar Pradesh. In fact, India’s five most populous states – Uttar Pradesh, Maharashtra, Bihar, West Bengal, and Madhya Pradesh (combined population: approximately 580 million) – border one another in a direct line, and Uttar Pradesh also directly borders India’s seventh most populous state, Rajasthan, as well as India’s most densely populated state, Delhi (India’s capital). In China and the US, in contrast, some of the largest states, notably California, Texas, Florida and Illinois in the US and Guangdong and Sichuan in China, do not border any of the other most populous states within their own country.


In Germany, meanwhile, the fifth most populous state in the country, Hesse, directly borders all four of the most populous German states: North Rhine-Westphalia, Bavaria, Baden-Wurttemburg, and Lower Saxony. Hesse’s chief city is Frankfurt, a European finance and transport hub.


Finally, in Brazil, the three most populous states, namely Sao Paulo (which is by far the largest), Minas Gerais, and Rio de Janeiro, directly border one another. Sao Paolo also borders the sixth largest state, Parana, while Minas Gerais also borders the fourth largest state, Bahia. The four largest Brazilian states are home to 48 percent of Brazil’s overall population.



Images, North America

US Legal Immigration — Image of the Day



With all the disgusting Trump talk on the issue of illegal immigration that has been going on, the other main source of American newcomers – legal immigrants – is sometimes overlooked. The maps above were made by Giorgio Cavaggion, using data from the Department of Homeland Security of immigrants who “became legal permanent residents during the fiscal year of 2012.” That year over one million people in the US became Legal Permanent Residents. Here are 10 thoughts on the maps above:

1. Mexico Still Dominates

Even in spite of the big drop-off in immigration from Mexico to the United States (see graphs below), Mexico still ranks first in half of the states in the country. Only in the northeastern and north-central regions of the US, from Montana to Maine, is Mexico not #1.


2. India a Strong Second 

India finished first in six states (Ohio, Pennsylvania, New Jersey, Connecticut, Delaware, and Virginia) and second to Mexico in twelve states (Washington state, Arizona, Texas, Wisconsin, Illinois, Missouri, Arkansas, Mississippi, Alabama, Georgia, South Carolina, and North Carolina). This is a big increase from previous generations (see graph below).

Still, nearly a third of all Indian immigrants in the US live either in California or New Jersey. More than 25% live in San Jose, Chicago, or Greater New York City. Also notable is that India’s many regions are not represented proportionally in America. Rather, Indian states like Gujarat and Punjab are highly over-represented. Gujaratis, for example, account for more than 20% of Indians in the US, though they are only 6% or so of the population within India itself.


Population pyramid of Indian Immigrants in the US


Foreign-born Americans By Country of Origin. India still ranks far behind Mexico, and just barely ahead of various Pacific and Caribbean countries

3. Burmese in Fly-Over Country 

Burma (aka Myanmar) was first in Indiana and second to Mexico in Kansas, Oklahoma, Nebraska, and Iowa. This could be significant going forward, given that Myanmar may have finally begun to liberalize its political system and renew ties with the United States in recent years. Indeed, Myanmar has often been seen as one of Hillary Clinton’s primary achievements during her time as Secretary of State, so if she becomes president it could perhaps further impact the US-Burmese relationship. Since the mid-2000’s, though, most Burmese immigrants in the US have been from non-Burmese ethnic minority groups, like the Karen people.

4. Bhutan Surprises

I would never have guessed that Bhutan, a far-away Himalayan country of just 750,000 people, would finish first on this list in three separate states (Vermont, New Hampshire, and North Dakota). No other country, apart from Mexico, India, and the Philippines, was first in three or more states. And even the Philippines was first in just one of the Lower 48 states.

5. The French Connection 

Vietnam finished first in just one state, Louisiana, and the fact that it did reflects two different ways in which history continues to inform the present-day United States. First is the French connection: Louisiana and Vietnam were both part of the globe-spanning French Empire, a fact that seems to resonate today even though neither Louisiana nor Vietnam even speak much French anymore. Or maybe Vietnamese just enjoy New Orleans jazz.

Second is the American military: wherever it goes, people from that country tend to end up in the United States. The Vietnamese have now become one of the biggest non-Hispanic groups in the US apart from Chinese and Indians, as have immigrants from Korea and the Philippines where the US also fought significant wars during the 20th century.  Iraq too has seen its share of immigrants to the US grow over the past decade: on the maps above, Iraqis finished first in Michigan and second to Mexico in Tennessee and Idaho.

6. Cubans in Kentucky, Dominicans in Massachusetts 

One might have expected Cuba to finish first in Florida, but in fact Mexico took that honour, leaving Cuba in second. But while Florida was the only state where Cuba finished second to Mexico, Kentucky, surprisingly, was the only state where Cuba finished first overall. Massachusetts and Rhode Island, meanwhile, were taken by the Dominican Republic, which did not finish second to Mexico in any states.

Though Cuba and the Dominican were the only two Spanish-speaking countries apart from Mexico on either of the maps above, the United States of course also has a very large population from other Latin American countries. These did not finish first – or second to Mexico – in any states, however, because many live in Washington D.C. (Salvadorans in particular) or in major immigrant-rich states like California, New York, and Florida, or come from Puerto Rico which is not considered to be a foreign country, or have not yet become Legal Permanent Residents.

7. East Asia in the West 

This is an obvious one: immigrants from East Asian countries often continue to cling to the Pacific Ocean even once they reach the United States. Though Mexico still finished first throughout the entire US West Coast, the Philippines finished first in Hawaii and Alaska and second to Mexico in California, Nevada, New Mexico, and Wyoming. Oregon and Utah, meanwhile, were the only two states in which China was second to Mexico. India, though not a Pacific country, was second to Mexico in Arizona and in Washington state.

8. East Africa in the North

Of the ten states in the Lower 48 which directly border Canada, Mexico finished first in just two (Washington state and Idaho), Canada finished first in just one (Montana), Bhutan finished first in three, Somalia in two (Maine and Minnesota), and Iraq in one (Michigan). Another East African state, Ethiopia, finished first in nearby South Dakota. Ethiopia also finished second to Mexico in Colorado.

9. Filipinos in Coal Country

Outside of the offshore states of Hawaii and Alaska, the only state the Philippines finished first in was West Virginia. Outside of California, Nevada, and New Mexico, the only state the Philippines finished second to Mexico in was Wyoming. Today Wyoming accounts for approximately 40% of US coal production and West Virginia accounts for about 10% of US coal production. Both states produce considerably more coal than any other state; only Kentucky even comes close to  their level of coal production. Wyoming, West Virginia, and Alaska also have the highest per capita energy production of any states in the country.

10. China “Seemingly” Underrepresented

China, in spite of its huge population, only finished first in one state, and only finished second to Mexico in two states. This could be a bit misleading, though, since the state that China finished first in was New York. New York was the only one of the “Big 4” states (California, Texas, Florida, and New York) not to be finished by first in by Mexico, and, with the exception of Michigan, it was the only one of the fourteen most populous states in America not to be finished first in by either Mexico or India.




Capital Idea — Image of the Day


Countries have different way of ordering their own provinces and capital cities, and how they choose to do so may sometimes say a lot about what sort of politics they have. Where countries’ capital cities are concerned, there is usually something akin to one of the following four set-ups:

  1. The Argentine model: the country’s capital city serves as its own unique administrative district and is surrounded on all sides by a single province that it influences to a large degree.
  2. The American model: the capital city serves as its own unique administrative district but is not surrounded by a single province (or state, etc.), but rather by two or more provinces.
  3. The Saudi model: the capital city is not its own unique administrative district, but is part of an important province that is named after itself.
  4. The Canadian model: the capital city is sometimes annoyingly full of bureaucrats, but is otherwise more or less a normal place. It is not its own administrative district.

The Argentine Model 


Examples of the Argentine model include, of course, Buenos Aires, which is surrounded by the province of Buenos Aires (Argentina’s recent presidential election, in fact, was between the mayor of Buenos Aires and the governor of Buenos Aires province); Berlin, which is surrounded by Brandenburg (see map below); Moscow, which is surrounded by the Moscow oblast; the Australian Capital Area, which is surrounded by New South Wales (see map below), Vienna, which is surrounded by Lower Austria; Brussels, which is surrounded by Brabant (though Brussels does not directly border Walloon Brabant, which is several km to the south of Brussels); Prague, which is surrounded by the Central Bohemian Region; and Addis Ababba, which is surrounded by Oromia.





Beijing probably also belongs in this category: it is surrounded mostly by the province of Hebei but in two spots also by the city of Tianjin, which like Beijing is one of China’s four “direct-controlled municipalities” (the other two are Shanghai and Chongqing). Tianjin was temporarily made part of  Hebei province in the 1960s, and in recent years there has been much talk of increasing integration and cooperation between Beijing, Hebei, and Tianjin in order to form a sort of capital city macro-region, which is often referred to by the acronym Jingjinji.


Seoul in South Korea has a similar set-up to Beijing. It is surrounded almost entirely by the province of Gyeonggi, but also touches the coastal city-province of Incheon, in the same way that Beijing does the city-province of Tianjin:


Note by the way that South Korea has a number of city-provinces. Of these, only Gwangju, in the southwest, conforms fully to the “Argentine model”.

Paris too may be included in this list; Paris is not itself a province, but it is surrounded on all sides by Ile de France, one of France’s 13 regions. (Prior to the beginning of this year Ile de France was one of France’s 22 regions, but these have since been reordered and reduced).


The American Model 


Capitals which are their own unique administrative districts but lack their own single encircling province include Washington D.C. (which is surrounded by both Virginia and Maryland), Tokyo, London, Delhi; Mexico City, Bangkok, Tehran; Hanoi, Abuja (though Nigeria’s largest city by far, Lagos, which was the capital until 1991, is an example of  the Argentine model), Baghdad (which is surrounded by four other provinces), Manila, Jakarta, Madrid, Islamabad, Brasilia (though just barely …and the capital of Brazil prior to 1960 was Rio de Janeiro), Kinshasa, and Bogota (though in a relatively weird way; see map below, Bogota is the sliver between the departments of Cundinamarca – which Bogota is also the capital of – and Meta).



One feature that a number of these have in common is that, while the capital city’s administrative district often borders two other provinces, it is usually surrounded much more by the less populous of the two other provinces. Notable examples of this include Washington D.C., which is surrounded much more by Maryland (population 5.9 million) than by Virginia (population 8.3 million); Delhi, which is surrounded much more by Haryana (25 million) than by Uttar Pradesh (205 million); and Brasilia, which is surrounded much more by Goias (6.5 million) than by Minas Gerais 21 million.


Capitals which do not fit this pattern, however, are Mexico City, where the federal capital district is surrounded much more by  the state of Mexico (population 16 million) than by the state of Morelos (population 1.9 million); and Islamabad, which is surrounded much more by Punjab (population 91 million) than by Khyber Pakhtunkhwa (population 27 million).




A number of non-capital cities, meanwhile, such as Hamburg, which is the most populous city in Germany apart from Berlin, fit into this category as well.


The Saudi Model 


A capital city which is not its own unique province, but rather is part of an important province named after itself. Examples may include Riyadh, Stockholm, Dhaka, Santiago, and Ankara. Bern also could probably be on this list, but Bern is only the de facto capital of Switzerland; Switzerland has no de jure capital city.



The Canadian Model 

Examples of countries in which the capital city is not its own unique independent unit may include Ottawa, Amsterdam, Rome, and Warsaw.

According to Wikipedia “two national capitals in federal countries are neither federal units [like provinces, states, etc.], special capital districts, nor capitals of federal units: Ottawa, the capital of Canada [because Toronto is the capital of Ontario, the province in which Ottawa is located], and Palikir, the capital of the Federated States of Micronesia“. Ottawa is situated entirely within the province of Ontario, but also directly borders French-speaking Quebec.






Please let me know if I’ve made a mistake on any of these; administrative divisions can be a bit complicated – and I can be a bit lazy.