Whether it’s analyzing a database of 50 million chess moves made during actual tournament gameplay, or developing a deep learning AI that sifts through billions of sensor inputs to learn how to drive a car with full autonomy – we can power nearly any analysis or algorithm with mountains of data. Like the above examples, today’s infographic from Echelon Insights uses massive amounts of data to paint a picture of the news that wasn’t possible 10 or 20 years ago. By analyzing the words in over 2.8 billion tweets, the end result is a convincing set of visualizations that showcase the most talked about topics over the course of 2017.

The Talk of 2017

Not surprisingly, the conversation in 2017 on Twitter revolved mainly around one person – and you may have heard of him.

— Donald J. Trump (@realDonaldTrump) November 10, 2012 According to Echelon Insights, Trump was mentioned 901.8 million times on Twitter in the United States over the duration of the year. Here’s how that compares to some other notable politicians: Trump was mentioned about 30x more often than his VP, and 7x more often than his one-time election opponent, Hillary Clinton. And incredibly, Trump was the number one topic of daily conversation for 95% of the year, above every other issue and topic: – Echelon Insights, The Year in News 2017 But putting Trump aside, here are the specific narratives that received the most attention by users in the U.S. Twitterverse. The Russia story dominated headlines on an ongoing basis. The alleged collusion was a constant in the news cycle from February until August, and then it picked up again in November. It was also the top story for two of the major groups that Echelon Insights tracks, the “Liberal Base”, as well as the “Conservative Base”. However, Russia was only the second most important story for the group “Beltway Elites”, falling behind the much-discussed topic of healthcare. on Even while political regimes across these countries have changed over time, they’ve largely followed a few different types of governance. Today, every country can ultimately be classified into just nine broad forms of government systems. This map by Truman Du uses information from Wikipedia to map the government systems that rule the world today.

Countries By Type of Government

It’s important to note that this map charts government systems according to each country’s legal framework. Many countries have constitutions stating their de jure or legally recognized system of government, but their de facto or realized form of governance may be quite different. Here is a list of the stated government system of UN member states and observers as of January 2023: Let’s take a closer look at some of these systems.

Monarchies

Brought back into the spotlight after the death of Queen Elizabeth II of England in September 2022, this form of government has a single ruler. They carry titles from king and queen to sultan or emperor, and their government systems can be further divided into three modern types: constitutional, semi-constitutional, and absolute. A constitutional monarchy sees the monarch act as head of state within the parameters of a constitution, giving them little to no real power. For example, King Charles III is the head of 15 Commonwealth nations including Canada and Australia. However, each has their own head of government. On the other hand, a semi-constitutional monarchy lets the monarch or ruling royal family retain substantial political powers, as is the case in Jordan and Morocco. However, their monarchs still rule the country according to a democratic constitution and in concert with other institutions. Finally, an absolute monarchy is most like the monarchies of old, where the ruler has full power over governance, with modern examples including Saudi Arabia and Vatican City.

Republics

Unlike monarchies, the people hold the power in a republic government system, directly electing representatives to form government. Again, there are multiple types of modern republic governments: presidential, semi-presidential, and parliamentary. The presidential republic could be considered a direct progression from monarchies. This system has a strong and independent chief executive with extensive powers when it comes to domestic affairs and foreign policy. An example of this is the United States, where the President is both the head of state and the head of government. In a semi-presidential republic, the president is the head of state and has some executive powers that are independent of the legislature. However, the prime minister (or chancellor or equivalent title) is the head of government, responsible to the legislature along with the cabinet. Russia is a classic example of this type of government. The last type of republic system is parliamentary. In this system, the president is a figurehead, while the head of government holds real power and is validated by and accountable to the parliament. This type of system can be seen in Germany, Italy, and India and is akin to constitutional monarchies. It’s also important to point out that some parliamentary republic systems operate slightly differently. For example in South Africa, the president is both the head of state and government, but is elected directly by the legislature. This leaves them (and their ministries) potentially subject to parliamentary confidence.

One-Party State

Many of the systems above involve multiple political parties vying to rule and govern their respective countries. In a one-party state, also called a single-party state or single-party system, only one political party has the right to form government. All other political parties are either outlawed or only allowed limited participation in elections. In this system, a country’s head of state and head of government can be executive or ceremonial but political power is constitutionally linked to a single political movement. China is the most well-known example of this government system, with the General Secretary of the Communist Party of China ruling as the de facto leader since 1989.

Provisional

The final form of government is a provisional government formed as an interim or transitional government. In this system, an emergency governmental body is created to manage political transitions after the collapse of a government, or when a new state is formed. Often these evolve into fully constitutionalized systems, but sometimes they hold power for longer than expected. Some examples of countries that are considered provisional include Libya, Burkina Faso, and Chad.

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