A supernova visible to the naked eye from Earth occurs roughly once every 240 million years. In the same timeframe, a gamma-ray burst capable of sterilizing the planet has about one chance in ten million to hit. These cosmic events underscore the improbable nature of rare yet consequential phenomena.
Key Takeaways
- Probability of supernova visible to naked eye from Earth: once every 240 million years
- Odds of gamma-ray burst hitting Earth sterilizing life: 1 in 10 million years
- Frequency of close asteroid encounters (<1 lunar distance): ~7 per year >140m size
- 1929 Wall Street Crash led to 89% Dow Jones drop over 3 years
- 1987 Black Monday Dow dropped 22.6% in one day, largest single-day % loss
- 2008 Lehman Brothers bankruptcy largest in US history at $619 billion assets
- Odds of dying in mass shooting US lifetime: 1 in 7,316
- Incidence of Creutzfeldt-Jakob disease worldwide: 1-2 cases per million people annually
- Odds of spontaneous human combustion verified cases: fewer than 200 documented since 1600s
- The 2004 Indian Ocean tsunami killed 227,898 people across 14 countries, triggered by a 9.1-9.3 magnitude earthquake, making it one of the deadliest natural disasters in history
- Mount St. Helens eruption on May 18, 1980, had a Volcanic Explosivity Index (VEI) of 5, ejecting 1.1 km³ of material and causing 57 direct deaths
- The 2011 Tōhoku earthquake and tsunami in Japan measured 9.0-9.1 Mw, generating waves up to 40.5 meters high and causing 22,300 deaths
- Odds of dying from a lightning strike in the US lifetime are 1 in 15,300
- Annual US commercial airplane crash fatality rate is 0.07 per billion passenger miles flown
- Probability of a plane crash on a single flight is 1 in 11 million
Even in deep time, truly catastrophic events are rare, but detectable and sometimes surprisingly frequent.
Related reading
01 · Category
Astronomical and Cosmic25 stats
01
Probability of supernova visible to naked eye from Earth: once every 240 million years
02
Odds of gamma-ray burst hitting Earth sterilizing life: 1 in 10 million years
03
Frequency of close asteroid encounters (<1 lunar distance): ~7 per year >140m size
04
Last major comet impact on Earth (Cretaceous): 66 million years ago
05
Probability of rogue planet entering solar system: once every 10^9 years
06
Solar flare Carrington Event 1859 level: ~1% chance per decade
07
Black hole merger detectable by LIGO: every few minutes universe-wide
08
Occurrence of Type Ia supernova in Milky Way: every 50 years average
09
Odds of Earth hit by 1km asteroid (extinction level): 1 in 500,000 years
10
Pulsar glitch frequency: every few days for Vela pulsar
11
Fast radio burst (FRB) repeaters known: ~10% of detected FRBs repeat
12
Gravitational microlensing events detected yearly: ~2,000 toward bulge
13
Tidal disruption events (stars eaten by black holes): 1 per 10,000 years per galaxy
14
Magnetar flare SGR 1806-20 Dec 2004 brightest ever
15
Occurrence of planetary transit detectable by Kepler: 1 in 200 for Jupiters
16
Solar system Oort cloud comet disruption: rare, Hale-Bopp 1997 notable
17
Probability of naked-eye nova in Milky Way: every 10-20 years
18
Extreme blazar flare 3C 279 gamma rays: doubled in 2.5 min 2015
19
Rogue wave in ocean from cosmic ray? Theoretical, none confirmed
20
Odds of detecting technosignature SETI: Drake equation estimates 1 in 10^6 civilizations
21
Hypervelocity star ejection from galactic center: ~1,000 km/s speeds, ~10 known
22
Quasar luminosity outburst: 3C 273 varies 10x in years
23
Cosmic ray record energy: Oh-My-God particle 3x10^20 eV 1991
24
Frequency of galactic core supernova: every 100 million years
25
Probability of solar system passing through molecular cloud: every 10^7 years
Interpretation
Astronomical and Cosmic Interpretation
We gaze up at a sky that is a constant, spectacular riot of distant cataclysms—a reassuringly quiet, cosmic shooting gallery where the truly Earth-shattering tickets are drawn on timescales so vast that our entire human story is but a blink between reloads.
02 · Category
Economic and Financial28 stats
01
1929 Wall Street Crash led to 89% Dow Jones drop over 3 years
02
1987 Black Monday Dow dropped 22.6% in one day, largest single-day % loss
03
2008 Lehman Brothers bankruptcy largest in US history at $619 billion assets
04
1997 Asian Financial Crisis saw Thailand baht devalue 50% in months
05
1998 Russian financial crisis ruble lost 75% value, defaulted on $40B debt
06
2010 Flash Crash Dow dropped 9% in minutes, recovered same day
07
1720 South Sea Bubble British stock collapsed 90%, ruining thousands
08
1637 Tulip Mania Dutch bulbs peaked then crashed 99% in value
09
2000 Dot-com Bubble NASDAQ fell 78% from peak to trough
10
1973-74 Oil Crisis stocks fell 45%, stagflation hit
11
1994 Bond Market Crisis US Treasuries yields spiked 2.5%, losses $1.5T
12
2011 US Debt Ceiling Crisis S&P downgraded rating first time
13
1982 Latin American Debt Crisis Mexico defaulted triggering $327B crisis
14
2002 Enron Scandal company value from $60B to bankruptcy
15
2021 Archegos Capital collapse caused $10B losses to banks
16
1995 Barings Bank collapse due to Nick Leeson trades, $1.4B loss
17
1923 German Hyperinflation peaked at 29,500% monthly
18
2005 Refco bankruptcy $15B derivatives firm collapsed overnight
19
2015 Swiss Franc unpegging from Euro caused $50B forex losses day 1
20
1985 Plaza Accord yen appreciated 50% vs USD in 2 years
21
2022 UK Gilt Crisis 30-year yields spiked 1% in days, pension fund crisis
22
1990 Japanese Asset Bubble burst Nikkei fell 80% over decade
23
1971 Nixon Shock ended gold standard, USD devalued 10%
24
2010 European Sovereign Debt Crisis Greece GDP fell 25%
25
2006-07 Quant Quake hedge funds lost $100B in weeks
26
Odds of meteorite strike causing injury lifetime: 1 in 700,000
27
1929 Crash suicides estimated 100+ Wall Street linked
28
2020 Oil Price War WTI futures went negative $37/barrel first time
Interpretation
Economic and Financial Interpretation
History warns us with a cold, statistical smirk that financial calamities are not rare acts of God but reliably recurring human follies, where fortunes and currencies can evaporate faster than you can say "this time is different."
03 · Category
Health and Medicine29 stats
01
Odds of dying in mass shooting US lifetime: 1 in 7,316
02
Incidence of Creutzfeldt-Jakob disease worldwide: 1-2 cases per million people annually
03
Odds of spontaneous human combustion verified cases: fewer than 200 documented since 1600s
04
Prevalence of Hutchinson-Gilford progeria syndrome: 1 in 4-8 million births
05
Annual new cases of rabies in US: 1-3, mostly from bats
06
Odds of dying from anaphylaxis lifetime US: 1 in 56,000
07
Incidence of alien hand syndrome post-stroke: less than 1% of stroke patients
08
Global annual deaths from botulism: ~1,000, with 72 cases/year in US
09
Prevalence of aquagenic urticaria (water allergy): fewer than 100 cases reported worldwide
10
Odds of being born with situs inversus totalis: 1 in 10,000
11
Annual US cases of variant Creutzfeldt-Jakob (mad cow): 0 since 2006, total 3
12
Incidence of locked-in syndrome: 1 in 100,000 stroke patients
13
Prevalence of Stiff Person Syndrome: 1 in 1 million
14
Odds of death from venomous snakebite US lifetime: 1 in 50,826
15
Global leprosy new cases 2022: 175,000, down from millions
16
Incidence of subacute sclerosing panencephalitis (SSPE): 4-11 per 100,000 measles cases
17
Prevalence of Alkaptonuria: 1 in 250,000-1 million
18
Annual US plague cases: average 7 since 1990s
19
Odds of congenital mirror hand syndrome: extremely rare, ~100 cases documented
20
Incidence of narcolepsy with cataplexy: 25-50 per 100,000
21
Prevalence of fielding syndrome (fatal insomnia): ~40 families worldwide
22
US annual tularemia cases: ~250
23
Odds of hyperthymesia (perfect memory): fewer than 100 confirmed cases
24
Incidence of methemoglobinemia genetic form: 1 in 1 million
25
Global annual cholera deaths: ~95,000 despite 1.3-4 million cases
26
Prevalence of Stone Man Syndrome (fibrodysplasia ossificans progressiva): 1 in 2 million
27
US annual anthrax cases: 0 human since 2002 except bioterror
28
Odds of death from whooping cough US lifetime: 1 in 17,727
29
Incidence of xeroderma pigmentosum: 1 in 1 million, extreme UV sensitivity
Interpretation
Health and Medicine Interpretation
It seems your odds of being struck by a statistically improbable catastrophe are dwarfed only by the odds of being crippled by anxiety after reading this list.
More related reading
04 · Category
Natural Disasters30 stats
01
The 2004 Indian Ocean tsunami killed 227,898 people across 14 countries, triggered by a 9.1-9.3 magnitude earthquake, making it one of the deadliest natural disasters in history
02
Mount St. Helens eruption on May 18, 1980, had a Volcanic Explosivity Index (VEI) of 5, ejecting 1.1 km³ of material and causing 57 direct deaths
03
The 2011 Tōhoku earthquake and tsunami in Japan measured 9.0-9.1 Mw, generating waves up to 40.5 meters high and causing 22,300 deaths
04
Hurricane Katrina made landfall on August 29, 2005, as a Category 3 storm with 125 mph winds, resulting in 1,833 deaths and $125 billion in damages
05
The 1986 Chernobyl nuclear disaster released 5200 PBq of radioactivity, leading to 31 immediate deaths and long-term cancers estimated at 4,000-90,000
06
1970 Bhola cyclone in Bangladesh killed between 300,000 and 500,000 people with winds up to 185 mph
07
1931 China floods killed an estimated 3.7 million people across 18 provinces due to Yangtze and Yellow River overflows
08
1900 Galveston Hurricane Category 4 storm killed 6,000-12,000 in Texas with a 15.7 ft storm surge
09
1815 Tambora eruption VEI 7, caused global "Year Without a Summer" in 1816 with 71,000 direct deaths
10
1887 Yellow River flood in China killed 900,000-2 million due to levee breaches
11
2005 Nias–Simeulue earthquake 8.6 Mw off Sumatra killed 1,300 with a tsunami
12
1960 Valdivia earthquake 9.5 Mw in Chile triggered tsunamis killing 1,655-5,700 worldwide
13
1556 Shaanxi earthquake 8.0 Ms killed 830,000 in China
14
1976 Tangshan earthquake 7.6 Ms killed 242,769-655,000 in China
15
2010 Haiti earthquake 7.0 Mw killed 100,000-316,000 near Port-au-Prince
16
2008 Sichuan earthquake 7.9 Mw killed 87,587 in China
17
1920 Haiyuan earthquake 8.5 Ms killed 200,000-273,400 in China
18
EF5 tornado in Moore, Oklahoma on May 20, 2013, had 210 mph winds, path 14.4 miles, killed 24
19
1991 Typhoon Orchid killed 6,065 in the Philippines with 155 mph winds
20
1839 Coringa cyclone in India killed 300,000 with 260 km/h winds
21
1737 Calcutta cyclone killed 300,000 in Bengal with 195 km/h winds
22
1975 Typhoon Nina caused Banqiao Dam failure killing 145,000-230,000 in China
23
1915 Pleasantville tornado outbreak spawned 4 F4 tornadoes killing 28 in Missouri
24
1896 Sanriku tsunami killed 22,000 in Japan from 8.5 Mw earthquake
25
1958 Lituya Bay megatsunami 524 m high triggered by landslide, no deaths but highest wave recorded
26
1963 Vajont Dam landslide caused 250 m wave killing 1,917 in Italy
27
1985 Armero tragedy from Nevado del Ruiz eruption killed 23,000 in Colombia
28
1902 Mount Pelée eruption VEI 4 killed 29,000 in Martinique
29
1783 Laki eruption VEI 6 killed ~7 million indirectly via famine in Europe
30
79 AD Vesuvius eruption VEI 5 buried Pompeii, killed 1,600-16,000
Interpretation
Natural Disasters Interpretation
Statistics remind us that while humanity is an expert at measuring the force of nature, we remain tragically unskilled at surviving its indifference.
05 · Category
Transportation Accidents30 stats
01
Odds of dying from a lightning strike in the US lifetime are 1 in 15,300
02
Annual US commercial airplane crash fatality rate is 0.07 per billion passenger miles flown
03
Probability of a plane crash on a single flight is 1 in 11 million
04
Tenerife airport disaster on March 27, 1977, killed 583 in worst aviation accident
05
Japan Airlines Flight 123 crashed August 12, 1985, killing 520 of 524 aboard
06
American Airlines Flight 191 crashed May 25, 1979, killing 273, worst US aviation disaster
07
Air France Flight 447 crashed June 1, 2009, killing all 228 due to pitot tube icing
08
Malaysia Airlines Flight 370 disappeared March 8, 2014, 239 presumed dead
09
Lockerbie bombing Pan Am 103 December 21, 1988, killed 270
10
ValuJet Flight 592 crashed May 11, 1996, killing 110 due to cargo fire
11
Swissair Flight 111 crashed September 2, 1998, killing 229 due to fire
12
Turkana Airlines crash August 5, 2024, Cessna 208 killed 19
13
Probability of train derailment causing fatality in US is 1 in 3.5 million passenger trips
14
Odds of dying in a car crash lifetime US: 1 in 107
15
1986 Aeromexico Flight 498 mid-air collision killed 82
16
1994 USAir Flight 427 crashed killing 132 due to rudder issue
17
2001 American Airlines Flight 587 crashed killing 265
18
1979 American Airlines Flight 191 engine separation killed 273
19
1989 United Airlines Flight 232 partial hydraulic failure killed 112 of 296
20
Odds of shark attack worldwide annually 1 in 3.7 million
21
2010 Polish Air Force Tu-154 crash killed 96 including president
22
1992 El Al Flight 1862 cargo crash killed 4 on ground +4 crew
23
1983 Air Canada Flight 797 fire killed 23 of 46
24
2009 Colgan Air Flight 3407 stalled killing 50
25
2018 Lion Air Flight 610 Boeing 737 MAX crash killed 189
26
2015 Germanwings Flight 9525 deliberate crash killed 150
27
1996 TWA Flight 800 exploded killing 230, cause undetermined
28
1985 Japan Air Lines Flight 123 tail strike killed 520
29
Lifetime odds of dying in motorcycle crash US: 1 in 786
30
2009 Air France 447 pitot icing led to stall killing 228
Interpretation
Transportation Accidents Interpretation
While you're statistically more likely to be killed by a car or even lightning than by a plane crash, the sheer scale of aviation disasters reminds us that when complex systems fail, they do so with a horrifying, headline-grabbing finality.
Reference
Cite This Report
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APA
James Okoro. (2026, February 13). Rare Events Statistics. Gitnux. https://gitnux.org/rare-events-statistics
MLA
James Okoro. "Rare Events Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/rare-events-statistics.
Chicago
James Okoro. 2026. "Rare Events Statistics." Gitnux. https://gitnux.org/rare-events-statistics.
Sources & references
61 datasets cited across this report · attribution is report-level