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1 | Category | Trend (bold = suprising to me) (blue = new since last week) | Direction | 5-Year Magnitude (decreasing written as 1/x for comparison) | Doubling Time | Plain Text + Context | Source | Confirmation Source | Possible Causes | Possible Effects | |||||||||||||||||||||
2 | Social Issues | Cost of cybercrime | Increasing | 7x | 2 years | Monetary damage from cybercrime reported to IC3 (Internet Crime Complaint Center) was 10.3 billion in 2022, up from 1.4 billion in 2017 | Statista | ||||||||||||||||||||||||
3 | Top colleges' admissions rate | Decreasing | 1.4x | 10 years | Stanford admissions from 4.81% to 3.9% in last 5 years. Harvard from 5.9% to 4%. | Business Insider | Wikipedia | ||||||||||||||||||||||||
4 | Not unfavorable views of the opposing political party | Decreasing | 2x | 5 years | Unfavorable views of the opposing party increased from 80% to 90% | The Economist | |||||||||||||||||||||||||
5 | Global temperature | Increasing | 1.03x | 26 years | Rising consistently since 1950 | Steph Tweet Thread | NASA | More floods | |||||||||||||||||||||||
6 | Number of coral bleaching events | Increasing | 9x | 1 year | Bleaching occurs when stressful conditions cause corals to expel their algal symbionts. It happened 54 times in 2016 (last year with data), up from 6 times in 2012. | Our World in Data | |||||||||||||||||||||||||
7 | Drug overdose deaths | Increasing | 3x | 2 years | Doubled from 5 deaths per 100,000 to 10 between 2019 and 2021 | CDC | |||||||||||||||||||||||||
8 | School shootings | Increasing | 3x | 4 years | 2022 had 153 school shootings, compared to average before 2016 was under ~30 | Center for Homeland Defense and Security | |||||||||||||||||||||||||
9 | Teenagers not having sex | Increasing | 2x | 9 years | Rose from 11% to 21% of teens that do not have sex in the past year | Steph Tweet Thread | Sexual Behavior Journal | More screen time | |||||||||||||||||||||||
10 | Youth mortality rate | Decreasing | 1.05x | 31 years | 0.77% of U.S. kids die before age 15 in 2020, compared to 0.81% in 2016 and 1.4% in 1989 | Our World in Data | Investment in neonatal research | ||||||||||||||||||||||||
11 | Job satisfaction | Increasing | 1.2x | NA | 62% of workers are satisfied with their jobs, compared to 51% 5 years ago | WSJ | Low unemployment, higher rates of changing jobs | ||||||||||||||||||||||||
12 | Demographics | Daily hours US adults spend on digital media | Increasing | 1.3x | 8 years | From 4.8 hours daily to 6.2 hours daily between 2013 and 2018 | Our World in Data | ||||||||||||||||||||||||
13 | Immigrant population | Increasing | 1.05x | 30 years | As of 2020 there are 50.63 million immigrants in the US | Our World in Data | |||||||||||||||||||||||||
14 | Members of congress aged 60+ | Increasing | 1.1x | 40 years | From 45% to 51% in last 5 years. In 1980, they made up 25% of congress | The Economist | |||||||||||||||||||||||||
15 | People with no religious affiliation | Increasing | 1.3x | 25 years | 29% of Americans are religiously unaffiliated | The Economist | |||||||||||||||||||||||||
16 | Median age | Increasing | 1.03x | NA | Increased from 36.7 to 37.7 since 2016 | Our World in Data | |||||||||||||||||||||||||
17 | Sex ratio of people aged 90+ (men:women) | Increasing | 1.2x | 28 years | In 2016 there were 53 men per 100 women among people aged 90+, now there are 63 men to women. In 1994, there were 34 men to women. | Our World in Data | |||||||||||||||||||||||||
18 | People's Interests | Sports betting revenue | Increasing | NA | <1 year | Legalized in 2018, US sports betting now brings in $4.3 billion in revenue | Statista | ||||||||||||||||||||||||
19 | Young people buying counterfeit products | Increasing | 2x | 3 years | "Last year, 37% of 15- to 24-year-olds surveyed by the EU Intellectual Property Office said they bought at least one fake product. That’s up more than double from 2019." | Snacks newsletter | |||||||||||||||||||||||||
20 | Popularity of French bulldogs | Increasing | 2x | 5 years | They are now the #1 registered breed of America's Kennel Club (registry of purebreed dogs), overtaking Laborador Retriever | The Economist | |||||||||||||||||||||||||
21 | Esports viewership | Increasing | 2x | 5 years | Esports, aka people watching other people play video games, doubled from 270 million viewers to almost 500 million viewers between 2016 and 2020. | Steph Tweet Thread | Syracuse | Less sports viewership | Note: https://www.nytimes.com/2023/05/20/technology/e-sports-revenue-video-gaming.html | ||||||||||||||||||||||
22 | Interest in ChatGPT | Increasing | NA | <1 year | Interest measured by Google trends' index | Google trends | |||||||||||||||||||||||||
23 | Interest in Facebook marketplace | Increasing | 10x | 3 years | Interest measured by Google trends' index | Google trends | |||||||||||||||||||||||||
24 | Energy | Big oil profits | Increasing | 3x | 1 year | Big oil (Exxon, Shell, Chevron, Total, BP, Equinor) profits totaled $220 billion last year, more than double what they made in 2021 and triple 5 years ago | Visual Capitalist | BBC | |||||||||||||||||||||||
25 | World production of lithium | Increasing | 3x | 3 years | About 35k tons to over 100k tons annually | DataIsBeautiful subreddit | Demand for electronics | ||||||||||||||||||||||||
26 | Share of energy from renewables | Increasing | 1.3x | 13 years | 10.6% of energy today comes from renewables | Our World in Data | |||||||||||||||||||||||||
27 | Wind electricity costs | Decreasing | 1.2x | NA | Cost per kw dropped from $1800 in 2017 to $1500 in 2021 | Our World in Data | |||||||||||||||||||||||||
28 | Profitability of wind turbine producers | Decreasing | 1.2x | 10 years | The top wind turbine producer, Goldwind, saw profit margin drop from 20% to 13% since 2008. | DOE report | |||||||||||||||||||||||||
29 | Solar panel costs | Decreasing | 1.2x | 9 years | Residential photovoltaic system cost $6.71 per watt in 2011, and now costs $2.71 per watt. | Steph Tweet Thread | NREL | More use of renewables, less use of gas | |||||||||||||||||||||||
30 | Lithium battery costs | Decreasing | 1.5x | 4 years | Dropped from $271 to $181 between 2015 to 2018 | Steph Tweet Thread | Our World in Data | ||||||||||||||||||||||||
31 | Technology | Copper prices | Increasing | 1.4x | 15 years | $2.50 to $3.50 per pound in 5 years | Wikipedia | ||||||||||||||||||||||||
32 | Cost of launching stuff into space | Decreasing | 3x | 2 years | The Falcon Heavy cost 1500 ish per kg and the Angora cost 5000 ish per kg | Steph Tweet Thread | Visual capitalist | More efficient fuel | |||||||||||||||||||||||
33 | Cost of sequencing genome | Decreasing | 2.5x | 5 years | Went from $1333 to $525 between 2017 and 2022 according to latest NIH data. However, the huge drop was from 2001 to 2010 when it went from $100 million to $100 thousand | Steph Tweet Thread | NIH | ||||||||||||||||||||||||
34 | Number of transistors per microprocessor | Increasing | 3x | 2 years | 39.5 billion to 58.2 billion transistors per microprocessor between 2019 and 2021 -- approximately following Moore's law of doubling every 2 years | Our World in Data | |||||||||||||||||||||||||
35 | Annual number of objects launched into space | Increasing | 4x | 2 years | Last year the world launched 2163 objects into space. 1796 of those were from the US. | Our World in Data | |||||||||||||||||||||||||
36 | Number of objects in space | Increasing | 1.8x | 5 years | There are 11.6k objects in space now, almost twice as much as in 2017. | Our World in Data | |||||||||||||||||||||||||
37 | Computational capacity of fastest supercomputers | Increasing | 10x | <1 year | GigaFLOPs per second from 93 million to 1.1 billion in last 5 years | Our World in Data | |||||||||||||||||||||||||
38 | Cost of computer memory | Decreasing | 1.3x | 11 years | Cost per terabyte from $5100 to $2100 since 2011 | Our World in Data | |||||||||||||||||||||||||
39 | Landline phone subscriptions per person | Decreasing | 1.3x | 19 years | In 2004, there were 61 landlines per 100 people, now 31 | Our World in Data | |||||||||||||||||||||||||
40 | Mobile phone subscriptions per person | Decreasing | 1.1x | NA | It was increasing for a long time, but actually decreasing in the last 5 years (maybe because people don't use separate work phones anymore?). There are now 106.2 mobile phones per 100 people. | Our World in Data | |||||||||||||||||||||||||
41 | Quantum bits in a quantum processor | Increasing | 10x | <1year | From 49 quantum bits per processor in 2017 to 433 now | Our World in Data | |||||||||||||||||||||||||
42 | AI | Investment in AI | Increasing | 8x | 2 years | In 2021, annual global corporate investment in AI was $176 billion | Our World in Data | ||||||||||||||||||||||||
43 | AI conference attendance | Increasing | 4x | 3 years | Total AI conference attendance (includes 16 major conferences, including virtual ones during Covid) was 88k in 2021 | Our World in Data | |||||||||||||||||||||||||
44 | S&P 500 earnings statements that mention "AI" | Increasing | NA | NA | 47 S&P 500 earning statements in April 2023 mentioned AI | Equi Market Call May 2023 | |||||||||||||||||||||||||
45 | AWS revenue | Increasing | 3x | 4 years | AWS revenue was 83 billion in the last 12 months, up from 25 billion in 2018 | Equi Market Call May 2023 | |||||||||||||||||||||||||
46 | Computation used to train top AI systems | Increasing | 1000000x | NA | GPT (2018) used 17000 petaFLOP, GPT-4 used 21 billion petaFLOP (2023) | Our World in Data | computation costs | ||||||||||||||||||||||||
47 | Image classification accuracy | Increasing | 1.1x | NA | Coatnet-7 had 91% top-1 accuracy in 2021. Resnext-101 had 82% top-1 accuracy in 2016. Top-1 accuracy measures how often a system's single most probable label (out of 1000 possible labels) matches the target label. | Our World in Data | |||||||||||||||||||||||||
48 | Protein folding accuracy | Increasing | 3x | 4 years | Median accuracy for the best team in the CASP competition rose from 30 to 87 (scores range from 0-100) between 2014 and 2020 | Our World in Data | |||||||||||||||||||||||||
49 | Economics | Global central banks purchasing gold | Increasing | 3x | 1 year | Central banks bought a record 1136 tons of gold in 2022. Russia has bought the most gold over the past 20 years. | Visual Capitalist | ||||||||||||||||||||||||
50 | US exchange market cap as percent of global exchange market cap | Increasing | 1.1x | NA | NYSE and NASDAQ comprise 42% of global equities ($39 trillion), compared to 30% in 2010 | Visual Capitalist | |||||||||||||||||||||||||
51 | Price of gold | Increasing | 1.5x | 13 years | Currently at $1977/oz, up from $1300/oz in 2018 | ||||||||||||||||||||||||||
52 | Price of bitcoin | Increasing | 3.5x | 3 years | Price of bitcoin is volatile, but overall has gone up. $64k at peak, $27k now, $7.6k in 2018 | ||||||||||||||||||||||||||
53 | Price of ethereum | Increasing | 3x | 3 years | Also volatile. $4600 at peak, $1800 now, $600 in 2018 | ||||||||||||||||||||||||||
54 | Total US reserve assets | Increasing | 2x | 5 years | Currently at $8.45 trillion, | FRED | |||||||||||||||||||||||||
55 | US debt ceiling | Increasing | 1.6x | 10 years | Both administrations keep raising the debt ceiling. It's currently at $31.4 trillion, up from $16.3 trillion in 2012. | ||||||||||||||||||||||||||
56 | Options trading | Increasing | 2.5x | 2 years | Options contracts traded per day is now above 8 million, up from around 3 million in 2018 | The Economist | Wealth inequality -- people wanting to get rich quick | ||||||||||||||||||||||||
57 | Number of crypto users | Increasing | 30x | 1 year | ~10 million to ~300 million total crypto users in last 5 years. 3x in 2021. | Steph Tweet Thread | Crypto.com report | Mistrust of banks | Rising value of crypto | ||||||||||||||||||||||
58 | Money supply growth (largest decceleration in history) | Increasing/ Decreasing | 1.5x | 10 years | Although the M2 money supply rose from 13.9 billion to 20.8 billion over the past 5 years, the last 9 months have seen the largest decceleration of money supply in history, a ~1 billion (4%) drop. | Equi Market Call May 2023 | FRED | Fed interest rate | |||||||||||||||||||||||
59 | US bond CDS value (currently at max in history) | Increasing | 17x | 2 months | CDS is a financial derivative that offsets risk of the bond -- in this case, insurance against US gov default. Rose from $16 to $149 since Jan 1 this year. | Equi Blog | Investing.com | ||||||||||||||||||||||||
60 | Child care cost as a % of average wage | Decreasing | 1.5x | NA | 35% of average wage to 23% of average wage. | The Economist | |||||||||||||||||||||||||
61 | Healthcare | Astorvatatin (aka Lipitor) perscriptions | Increasing | 1.7x | 5 years | This drug is used to lower cholesterol. Rose from 65 million to 112 milllion perscriptions in the US between 2013-2018. | Wikimedia | ||||||||||||||||||||||||
62 | Cost of insulin | Increasing | 1.8x | 5 years | Increased from an average of about $0.15/ml to $0.27/ml | American Action Forum | GoodRx | ||||||||||||||||||||||||
63 | Healthcare spending per capita | Increasing | 1.2x | 17 years | Healthcare spending per capita increased from $10,000 to above $12,000 in only 5 years. | My previous report (NHE stats) | |||||||||||||||||||||||||
64 | Total spending on hospital care | Increasing | 1.3x | 12 years | Total spending on hospital care increased from $1 trillion to 1.3 trillion in last 5 years. | My previous report (NHE stats) | |||||||||||||||||||||||||
65 | Total spending on professional health services | Increasing | 1.3x | 12 years | Total spending on professional health services increased from $1 trillion to 1.3 trillion in last 5 years. | My previous report (NHE stats) | |||||||||||||||||||||||||
66 | Cost of knee replacement | Increasing | 1.2x | 13+ years | Rose from $28k to 35k from 2011 to 2016 -- a 17% increase, and inflation was only 8% during that period. | Health System Tracker | |||||||||||||||||||||||||
67 | Cost of hospital stay for patients with private insurance | Increasing | 1.2x | 20+ years | Rose from $17k to 20k from 2010 to 2015. The increase is most significant for patients with private insurance. | Health System Tracker | |||||||||||||||||||||||||
68 | Cost of outpatient visit | Increasing | 1.15x | 13+ years | Rose from | Health System Tracker | |||||||||||||||||||||||||
69 | Cost of laproscopic appendectomy | Increasing | 1.4x | 9 years | Rose from $14.5k to 20k from 2011 to 2016 | Health System Tracker | |||||||||||||||||||||||||
70 | Venture Capital | Capital demand-to-supply ratio for late-stage companies | Increasing | 3.2x | 1 year | This basically means that a lot more late-stage companies want to be invested in than there are VCs available now. | Pitchbook | ||||||||||||||||||||||||
71 | Median seed pre-money valuations | Increasing | 2.2x | 5 years | From $6 million to $13 million in last 5 years | Pitchbook | |||||||||||||||||||||||||
72 | Value of total VC investments | Increasing | 2.7x | 5 years | From $90 billion to $241 billion between 2017-2022 (Note: It has dropped off since 2021) | Statista | |||||||||||||||||||||||||
73 | Dual-class voting structures | Increasing | 1.1x | 8 years | 50% of tech IPOs in 2022 had dual-class voting structure, below 20% did before 2014. In a dual-class share structure, one class is offered to the public and another is reserved for founders and executives. Many argue that this weakens accountability, as executives can simply overrule the wishes of outside investors. | Visual Capitalist | |||||||||||||||||||||||||
74 | Food | Global aquaculture production | Increasing | 1.4x | 20 years | Farming of seafood has more than doubled in the past 20 years from 50 million tons to over 100 million tons annually | Our World in Data | ||||||||||||||||||||||||
75 | Food prices | Increasing | 1.6x | 17 years | Global food price index (according to United Nations) rose from 95 to 155 in last 5 years | Wikipedia | |||||||||||||||||||||||||
76 | Fertilizer prices | Increasing | 2x | 5 years | The price of DAP (one of the most common fertilizers) rose from $360/ton to $800/ton in the last 5 years | Wikipedia | |||||||||||||||||||||||||
77 | Soybean prices | Increasing | 1.4x | 17 years | $10 to $14 per bushel in 5 years | Wikipedia | |||||||||||||||||||||||||
78 | Wheat prices | Increasing | 2x | 5 years | $4 to $9 per bushel in 5 years | Wikipedia | |||||||||||||||||||||||||
79 | Corn prices | Increasing | 2x | 5 years | $3.50 to $7 per bushel in 5 years | Wikipedia | |||||||||||||||||||||||||
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