The Game of Life: Visualizing China's Social Credit System
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The Game of Life: Visualizing China’s Social Credit System

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China's Social Credit System

The Game of Life: Visualizing China’s Social Credit System

In an attempt to imbue trust, China has announced a plan to implement a national ranking system for its citizens and companies. Currently in pilot mode, the new system will be rolled out in 2020, and go through numerous iterations before becoming official.

While the system may be a useful tool for China to manage its growing 1.4 billion population, it has triggered global concerns around the ethics of big data, and whether the system is a breach of fundamental human rights.

Today’s infographic looks at how China’s proposed social credit system could work, and what the implications might be.

The Government is Always Watching

Currently, the pilot system varies from place to place, whereas the new system is envisioned as a unified system. Although the pilot program may be more of an experiment than a precursor, it gives a good indication of what to expect.

In the pilot system, each citizen is assigned 1,000 points and is consistently monitored and rated on how they behave. Points are earned through good deeds, and lost for bad behavior. Users increase points by donating blood or money, praising the government on social media, and helping the poor. Rewards for such behavior can range from getting a promotion at work fast-tracked, to receiving priority status for children’s school admissions.

In contrast, not visiting one’s aging parents regularly, spreading rumors on the internet, and cheating in online games are considered antisocial behaviors. Punishments include public shaming, exclusion from booking flights or train tickets, and restricted access to public services.

Big Data Goes Right to the Source

The perpetual surveillance that comes with the new system is expected to draw on huge amounts of data from a variety of traditional and digital sources.

Police officers have used AI-powered smart glasses and drones to effectively monitor citizens. Footage from these devices showing antisocial behavior can be broadcast to the public to shame the offenders, and deter others from behaving similarly.

For more serious offenders, some cities in China force people to repay debts by switching the person’s ringtone without their permission. The ringtone begins with the sound of a police siren, followed by a message such as:

“The person you are calling has been listed as a discredited person by the local court. Please urge this person to fulfill his or her legal obligations.”

Two of the largest companies in China, Tencent and Alibaba, were enlisted by the People’s Bank of China to play an important role in the credit system, raising the issue of third-party data security. WeChat—China’s largest social media platform, owned by Tencent—tracked behavior and ranked users accordingly, while displaying their location in real-time.

Following data concerns, these tech companies—and six others—were not awarded any licenses by the government. However, social media giants are still involved in orchestrating the public shaming of citizens who misbehave.

The Digital Dang’an

The social credit system may not be an entirely new initiative in China. The dang’an (English: record) is a paper file containing an individual’s school reports, information on physical characteristics, employment records, and photographs.

These dossiers, which were first used in the Maoist years, helped the government in maintaining control of its citizens. This gathering of citizen’s data for China’s social credit system may in fact be seen as a revival of the principle of dang’an in the digital era, with the system providing a powerful tool to monitor citizens whose data is more difficult to capture.

Is the System Working?

In 2018, people with a low score were prohibited from buying plane tickets almost 18 million times, while high-speed train ticket transactions were blocked 5.5 million times. A further 128 people were prohibited from leaving China, due to unpaid taxes.

The system could have major implications for foreign business practices—as preference could be given to companies already ranked in the system. Companies with higher scores will be rewarded with incentives which include lower tax rates and better credit conditions, with their behavior being judged in areas such as:

  • Paid taxes
  • Customs regulation
  • Environmental protection

Despite the complexities of gathering vast amounts of data, the system is certainly making an impact. While there are benefits to having a standardized scoring system, and encouraging positive behavior—will it be worth the social cost of gamifying human life?

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Mapped: The Fastest (and Slowest) Internet Speeds in the World

Internet speeds vary depending on your location. Here’s a look at the countries with the fastest—and slowest—internet speeds worldwide.

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Internet Speeds

Mapped: The World’s Fastest (and Slowest) Internet Speeds

How quickly did this page load for you?

The answer depends on the device you’re using, and where in the world you’re located. Average internet speeds vary wildly from country to country.

Which countries have the fastest internet connection? Using data from the Speedtest Global Index™, this map ranks the fastest (and slowest) internet speeds worldwide, comparing both fixed broadband and mobile.

What Factors Affect Internet Speed?

Before diving in, it’s important to understand the key factors that impact a country’s internet speed. Generally speaking, internet speed depends on:

  1. Infrastructure or the type of cabling (copper or fiber-optic) that a country’s utilizing to support their internet service. Typically, the newer the infrastructure, the faster the connection.
  2. Proximity/connection to submarine cables is important, as these massive undersea fiber-optic cables transmit about 97% of the world’s communication data.
  3. The size of a country, since landmass affects how much it costs to upgrade infrastructure. The smaller the country, the cheaper it is to upgrade cabling.
  4. Investment makes a difference, or how much a country’s government prioritizes internet accessibility.

Of course, other factors may influence a country’s internet speed too, such as government regulation and intentional bandwidth throttling, which is the case in countries like Turkmenistan.

Ranked: Fixed Broadband Internet Speeds

The Speedtest Global Index uses data from hundreds of millions of people, in more than 190 countries, to measure both fixed broadband and mobile connections.

When it comes to the fastest fixed broadband, Singapore comes in first place, with a download speed of 262.2 mbps—more than double the global average.

#CountryGlobal Speed (Mbps)
1🇸🇬 Singapore262.2
2🇭🇰 Hong Kong254.4
3🇲🇨 Monaco242.9
4🇨🇭 Switzerland222.0
5🇹🇭 Thailand221.0
6🇷🇴 Romania217.9
7🇰🇷 South Korea216.7
8🇩🇰 Denmark216.13
9🇨🇱 Chile209.8
10🇫🇷 France201.6
11🇭🇺 Hungary201.55
12🇺🇸 United States199
13🇦🇪 United Arab Emirates195.11
14🇱🇮 Liechtenstein194.77
15🇨🇳 China193.15
16🇪🇸 Spain187.36
17🇯🇵 Japan180.35
18🇨🇦 Canada176.46
19🇱🇺 Luxembourg173.16
20🇲🇴 Macau (SAR)170.84
21🇸🇪 Sweden167.29
22🇮🇱 Israel164.24
23🇳🇿 New Zealand164.16
24🇳🇱 Netherlands161.85
25🇳🇴 Norway161.61
26🇹🇼 Taiwan152
27🇵🇱 Poland147.45
28🇵🇹 Portugal145.96
29🇦🇩 Andorra145.18
30🇲🇹 Malta142.07
31🇰🇼 Kuwait141.42
32🇲🇩 Moldova139.61
33🇱🇹 Lithuania135.65
34🇱🇻 Latvia133.91
35🇵🇦 Panama131.35
36🇫🇮 Finland131.02
37🇩🇪 Germany130.76
38🇧🇪 Belgium121.81
39🇮🇪 Ireland117.4
40🇸🇲 San Marino114.24
41🇸🇮 Slovenia111.74
42🇧🇧 Barbados110.25
43🇶🇦 Qatar109.57
44🇧🇷 Brazil108.88
45🇸🇰 Slovakia106.12
46🇲🇾 Malaysia103.28
47🇬🇧 United Kingdom95.79
48🇮🇹 Italy94.3
49🇦🇹 Austria93.77
50🇷🇺 Russia93.37
51🇸🇦 Saudi Arabia91.65
52🇹🇹 Trinidad and Tobago87.42
53🇨🇿 Czechia86.29
54🇦🇺 Australia85.57
55🇪🇪 Estonia82.82
56🇯🇴 Jordan82.44
57🇷🇸 Serbia80.59
58🇧🇬 Bulgaria79.19
59🇻🇳 Vietnam75.3
60🇧🇭 Bahrain74.21
61🇺🇦 Ukraine73.89
62🇵🇾 Paraguay72.94
63🇵🇭 Philippines72.56
64🇧🇾 Belarus68.84
65🇨🇴 Colombia68.44
66🇴🇲 Oman65.3
67🇬🇾 Guyana63.2
68🇮🇳 India62.45
69🇺🇾 Uruguay61.23
70🇰🇿 Kazakhstan61.05
71🇽🇰 Kosovo60.86
72🇵🇪 Peru57.97
73🇦🇷 Argentina57.49
74🇨🇷 Costa Rica57.27
75🇬🇩 Grenada56.44
76🇧🇸 The Bahamas55.89
77🇭🇷 Croatia55.36
78🇿🇦 South Africa53.6
79🇲🇽 Mexico53.04
80🇻🇨 Saint Vincent and the Grenadines50.8
81🇲🇳 Mongolia50.52
82🇨🇾 Cyprus50.45
83🇬🇭 Ghana49.55
84🇱🇨 Saint Lucia49.5
85🇰🇬 Kyrgyzstan47.91
86🇲🇪 Montenegro47.39
87🇱🇦 Laos47.01
88🇲🇬 Madagascar45.98
89🇪🇬 Egypt44.09
90🇧🇦 Bosnia and Herzegovina43.1
91🇲🇭 Marshall Islands42.6
92🇦🇱 Albania41.47
93🇧🇿 Belize41.45
94🇺🇿 Uzbekistan40.64
95🇹🇷 Turkey40.58
96🇯🇲 Jamaica40
97🇧🇩 Bangladesh38.98
98🇲🇰 North Macedonia38.84
99🇪🇨 Ecuador37.53
100🇦🇲 Armenia37.21
101🇨🇮 Côte d'Ivoire35.41
102🇬🇷 Greece35.03
103🇸🇳 Senegal34.68
104🇩🇲 Dominica34.42
105🇧🇳 Brunei33.94
106🇹🇯 Tajikistan33.85
107🇸🇨 Seychelles33.27
108🇮🇶 Iraq33.13
109🇰🇳 Saint Kitts and Nevis32.78
110🇩🇴 Dominican Republic31.85
111🇳🇵 Nepal30.49
112🇳🇮 Nicaragua30.26
113🇧🇴 Bolivia27.06
114🇮🇩 Indonesia26.95
115🇬🇪 Georgia26.73
116🇸🇻 El Salvador26.41
117🇲🇦 Morocco26.4
118🇭🇳 Honduras26.17
119🇱🇰 Sri Lanka26.05
120🇰🇭 Cambodia25.82
121🇱🇷 Liberia25.65
122🇱🇸 Lesotho25.59
123🇧🇫 Burkina Faso25.52
124🇦🇿 Azerbaijan25.36
125🇵🇸 Palestine25.02
126🇨🇬 Congo (Brazzaville)24.12
127🇲🇺 Mauritius23.87
128🇪🇭 Western Sahara23.84
129🇬🇹 Guatemala23.82
130🇨🇻 Cape Verde23.78
131🇲🇻 Maldives23.72
132🇻🇪 Venezuela22.33
133🇧🇹 Bhutan21.79
134🇮🇷 Iran21.35
135🇫🇯 Fiji21.28
136🇬🇦 Gabon20.62
137🇹🇬 Togo20.61
138🇲🇱 Mali19.99
139🇲🇲 Republic of the Union of Myanmar19.78
140🇷🇼 Rwanda18.45
141🇳🇦 Namibia18.16
142🇳🇬 Nigeria18.15
143🇹🇿 Tanzania17.93
144🇩🇯 Djibouti17.75
145🇰🇪 Kenya17.41
146🇦🇬 Antigua and Barbuda17.11
147🇱🇧 Lebanon16.9
148🇧🇯 Benin16.81
149🇨🇲 Cameroon16.6
150🇫🇲 Micronesia16.56
151🇱🇾 Libya16.53
152🇵🇬 Papua New Guinea16.4
153🇻🇺 Vanuatu15.44
154🇦🇴 Angola15.04
155🇭🇹 Haiti14.93
156🇸🇷 Suriname14.93
157🇿🇼 Zimbabwe14.86
158🇸🇴 Somalia14.66
159🇺🇬 Uganda14.62
160🇪🇹 Ethiopia14.44
161🇲🇼 Malawi13.72
162🇵🇰 Pakistan13.5
163🇬🇶 Equatorial Guinea12.17
164🇸🇱 Sierra Leone12.13
165🇨🇩 DR Congo11.46
166🇲🇷 Mauritania11.08
167🇸🇾 Syria10.73
168🇿🇲 Zambia10.69
169🇸🇿 Swaziland (Eswatini)10.62
170🇧🇼 Botswana10.35
171🇹🇳 Tunisia10.3
172🇬🇲 The Gambia10.09
173🇩🇿 Algeria9.95
174🇧🇮 Burundi9.72
175🇦🇫 Afghanistan9.23
176🇸🇩 Sudan9.02
177🇲🇿 Mozambique8.84
178🇾🇪 Yemen5.95
179🇹🇲 Turkmenistan4.49
180🇨🇺 Cuba3.46

Size could be a factor in Singapore’s speedy internet, as it’s one of the smallest
and also densest countries in the world. With a landmass of just 280 square miles, it’s around the same size as Austin, Texas.

The country’s government has also prioritized investment in digital infrastructure, especially in recent years. In 2020, the Singaporean government promised to invest $2.52 billion towards digital innovation, with a portion dedicated to upgrading the country’s telecom infrastructure.

At the opposite end of the spectrum, Cuba has the slowest fixed broadband, with a speed of 3.46 mbps. Along with poor government funding, Cuba also has limited access to submarine cables. While most countries are connected to several, Cuba is only connected to one.

Ranked: Mobile Internet Speeds

Mobile internet uses cell towers to wirelessly transmit internet to your phone. Because of this extra element, the ranking for mobile internet speeds varies from fixed broadband.

#CountryGlobal Speed (Mbps)
1🇦🇪 United Arab Emirates195.52
2🇰🇷 South Korea192.16
3🇳🇴 Norway173.54
4🇶🇦 Qatar169.17
5🇨🇳 China163.45
6🇸🇦 Saudi Arabia149.95
7🇰🇼 Kuwait141.46
8🇨🇾 Cyprus136.18
9🇦🇺 Australia126.97
10🇧🇬 Bulgaria126.21
11🇨🇭 Switzerland115.83
12🇱🇺 Luxembourg110.67
13🇩🇰 Denmark103.35
14🇳🇱 Netherlands100.48
15🇴🇲 Oman97.81
16🇸🇪 Sweden97.06
17🇺🇸 United States96.31
18🇸🇬 Singapore91.75
19🇨🇦 Canada87.65
20🇫🇮 Finland83.01
21🇧🇭 Bahrain81.54
22🇹🇼 Taiwan81.32
23🇬🇧 United Kingdom80.82
24🇭🇷 Croatia78.91
25🇭🇰 Hong Kong78.75
26🇩🇪 Germany75.67
27🇳🇿 New Zealand73.17
28🇫🇷 France72.47
29🇬🇷 Greece70.71
30🇪🇪 Estonia70.44
31🇧🇪 Belgium70.24
32🇦🇹 Austria66.38
33🇱🇹 Lithuania63.03
34🇲🇴 Macau (SAR)62.43
35🇲🇹 Malta62.1
36🇧🇳 Brunei61.85
37🇯🇵 Japan61.32
38🇭🇺 Hungary58.9
39🇨🇿 Czechia58.46
40🇲🇻 Maldives58.3
41🇸🇮 Slovenia57.52
42🇲🇰 North Macedonia57.37
43🇷🇴 Romania55.93
44🇮🇪 Ireland55.39
45🇵🇱 Poland52.28
46🇸🇰 Slovakia51.49
47🇿🇦 South Africa50.44
48🇷🇸 Serbia50.34
49🇦🇱 Albania49.82
50🇹🇭 Thailand49.37
51🇪🇸 Spain48.14
52🇮🇹 Italy47.51
53🇹🇷 Turkey47.43
54🇮🇱 Israel46.02
55🇱🇻 Latvia45.29
56🇵🇹 Portugal43.41
57🇻🇳 Vietnam41.16
58🇲🇩 Moldova40.64
59🇹🇬 Togo40.32
60🇮🇶 Iraq40.21
61🇸🇷 Suriname39.54
62🇦🇿 Azerbaijan39.25
63🇺🇾 Uruguay39.04
64🇲🇱 Mali38.84
65🇲🇦 Morocco37.63
66🇹🇹 Trinidad and Tobago37.54
67🇯🇲 Jamaica36.77
68🇬🇪 Georgia36.53
69🇧🇼 Botswana35.38
70🇧🇦 Bosnia and Herzegovina34.97
71🇲🇽 Mexico34.49
72🇨🇷 Costa Rica34.39
73🇵🇭 Philippines33.77
74🇦🇲 Armenia33.71
75🇧🇷 Brazil33.47
76🇲🇺 Mauritius33.32
77🇹🇳 Tunisia33.01
78🇧🇸 The Bahamas32.63
79🇨🇲 Cameroon32.46
80🇮🇷 Iran32.3
81🇱🇧 Lebanon32.06
82🇱🇦 Laos32.04
83🇰🇿 Kazakhstan31.81
84🇺🇦 Ukraine31.2
85🇩🇴 Dominican Republic31.07
86🇬🇹 Guatemala30
87🇦🇷 Argentina29.6
88🇲🇪 Montenegro29.14
89🇲🇾 Malaysia29.14
90🇭🇳 Honduras28.69
91🇽🇰 Kosovo28.5
92🇷🇺 Russia28.16
93🇲🇲 Republic of the Union of Myanmar27.94
94🇯🇴 Jordan26.51
95🇫🇯 Fiji26.45
96🇳🇮 Nicaragua26
97🇵🇪 Peru25.46
98🇨🇺 Cuba25.21
99🇸🇻 El Salvador25.17
100🇪🇨 Ecuador24.98
101🇰🇬 Kyrgyzstan24.95
102🇪🇬 Egypt24.48
103🇦🇴 Angola23.98
104🇰🇭 Cambodia23.71
105🇳🇬 Nigeria23.59
106🇪🇹 Ethiopia23.19
107🇧🇴 Bolivia23.17
108🇲🇳 Mongolia23.11
109🇭🇹 Haiti22.52
110🇸🇳 Senegal22.48
111🇰🇪 Kenya22.22
112🇮🇩 Indonesia21.96
113🇨🇱 Chile21.28
114🇳🇵 Nepal20.9
115🇵🇾 Paraguay20.8
116🇳🇦 Namibia20.74
117🇲🇿 Mozambique20.55
118🇵🇦 Panama20.44
119🇸🇾 Syria20.09
120🇵🇰 Pakistan19.79
121🇺🇬 Uganda18.97
122🇺🇿 Uzbekistan18.92
123🇨🇴 Colombia18.67
124🇧🇾 Belarus18.66
125🇨🇮 Côte d'Ivoire18.37
126🇮🇳 India17.96
127🇩🇿 Algeria17.31
128🇱🇾 Libya17.22
129🇿🇲 Zambia16.05
130🇱🇰 Sri Lanka16.02
131🇹🇯 Tajikistan15.7
132🇸🇩 Sudan15.66
133🇹🇿 Tanzania14.48
134🇸🇴 Somalia14.23
135🇿🇼 Zimbabwe13.71
136🇬🇭 Ghana13.17
137🇧🇩 Bangladesh12.92
138🇵🇸 Palestine8.11
139🇻🇪 Venezuela7.41
140🇦🇫 Afghanistan7.07

The United Arab Emirates (UAE) is first on the list, with a download speed of 195.5 mbps. Not only is mobile data fast in the UAE, it’s also relatively cheap, compared to other countries on the ranking. The average cost of 1 GB of data in the UAE is around $3.78, while in South Korea (#2 on the list) it’s $10.94.

The Future is 5G

Innovation and new technologies are changing the digital landscape, and things like 5G networks are becoming more mainstream across the globe.

Because of the rapidly changing nature of this industry, the data behind this ranking is updated monthly to provide the latest look at internet speeds across the globe.

This means the bar is gradually raising when it comes to internet speed, as faster, stronger internet connections become the norm. And countries that aren’t equipped to handle these souped-up networks will lag behind even further.

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Ranked: Big Tech CEO Insider Trading During the First Half of 2021

Big Tech is worth trillions, but what are insiders doing with their stock? We breakdown Big Tech CEO insider trading during the first half of 2021.

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Big Tech CEO Insider Trading During The First Half of 2021

When CEOs of major companies are selling their shares, investors can’t help but notice.

After all, these decisions have a direct effect on the personal wealth of these insiders, which can say plenty about their convictions with respect to the future direction of the companies they run.

Considering that Big Tech stocks are some of the most popular holdings in today’s portfolios, and are backed by a collective $5.3 trillion in institutional investment, how do the CEOs of these organizations rank by their insider selling?

CEOStockShares Sold H1 2021Value of Shares ($M)
Jeff BezosAmazon (AMZN)2.0 million$6,600
Mark ZuckerbergFacebook (FB)7.1 million$2,200
Satya NadellaMicrosoft (MSFT)278,694
$65
Sundar PichaiGoogle (GOOGL)27,000$62
Tim CookApple (AAPL)0$0

Breaking Down Insider Trading, by CEO

Let’s dive into the insider trading activity of each Big Tech CEO:

Jeff Bezos

During the first half of 2021, Jeff Bezos sold 2 million shares of Amazon worth $6.6 billion.

This activity was spread across 15 different transactions, representing an average of $440 million per transaction. Altogether, this ranks him first by CEO insider selling, by total dollar proceeds. Bezos’s time as CEO of Amazon came to an end shortly after the half way mark for the year.

Mark Zuckerberg

In second place is Mark Zuckerberg, who has been significantly busier selling than the rest.

In the first half of 2021, he unloaded 7.1 million shares of Facebook onto the open market, worth $2.2 billion. What makes these transactions interesting is the sheer quantity of them, as he sold on 136 out of 180 days. On average, that’s $12 million worth of stock sold every day.

Zuckerberg’s record year of selling in 2018 resulted in over $5 billion worth of stock sold, but over 90% of his net worth still remains in the company.

Satya Nadella

Next is Satya Nadella, who sold 278,694 shares of Microsoft, worth $234 million. Despite this, the Microsoft CEO still holds an estimated 1.6 million shares, which is the largest of any insider.

Microsoft’s stock has been on a tear for a number of years now, and belongs to an elite trillion dollar club, which consists of only six public companies.

Sundar Pichai

Fourth on the list is Sundar Pichai who has been at the helm at Google for six years now. Since the start of 2021, he’s sold 27,000 shares through nine separate transactions, worth $62.5 million. However, Pichai still has an estimated 6,407 Class A and 114,861 Class C shares.

Google is closing in on a $2 trillion valuation and is the best performing Big Tech stock, with shares rising 60% year-to-date. Their market share growth from U.S. ad revenues is a large contributing factor.

Tim Cook

Last, is Tim Cook, who just surpassed a decade as Apple CEO.

During this time, shares have rallied over 1,000% and annual sales have gone from $100 billion to $347 billion. That said, Cook has sold 0 shares of Apple during the first half of 2021. That doesn’t mean he hasn’t sold shares elsewhere, though. Cook also sits on the board of directors for Nike, and has sold $6.9 million worth of shares this year.

Measuring Insider Selling

All things equal, it’s desirable for management to have skin in the game, and be invested alongside shareholders. It can also be seen as aligning long-term interests.

A good measure of insider selling activity is in relation to the existing stake in the company. For example, selling $6.6 billion worth of shares may sound like a lot, but when there are 51.7 million Amazon shares remaining for Jeff Bezos, it actually represents a small portion and is probably not cause for panic.

If, however, executives are disclosing large transactions relative to their total stakes, it might be worth digging deeper.

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