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Datasets

• CDC Mortality Stats Dataserver: https://wonder.cdc.gov/controller/datarequest/D158
  • Raw Datasets: https://www.cdc.gov/nchs/data_access/VitalStatsOnline.htm#Mortality_Multiple

Links

• Race, Violence, and Equating Suicide and Homicide to Make A Study Sound Profound:
  • https://old.reddit.com/r/science/comments/1avmovg/people_of_color_are_not_only_dying_more_often/
• World Mortality: https://github.com/akarlinsky/world_mortality
• US Mortality Delta: https://old.reddit.com/r/dataisbeautiful/comments/16torx0/oc_how_have_the_top_causes_of_death_in_the_us/
• US Suicide 2022: https://old.reddit.com/r/news/comments/15nsu5v/nearly_50000_americans_died_by_suicide_in_2022_a/
  • 48,183 suicide in 2021 (all causes): https://www.cdc.gov/suicide/facts/index.html
  • 2022 Again: https://old.reddit.com/r/news/comments/186sky1/number_of_suicides_in_the_us_in_2022_reaches/
  • Men & Emotional Isolation: https://old.reddit.com/r/JustGuysBeingDudes/comments/18ic5cq/who_can_relate_to_this/
    • https://youtu.be/edv_bNEaYTQ?si=XCBiJ6Ve2zdGqs4N
• Overwork Mortality: https://old.reddit.com/r/worldnews/comments/186i7vo/working_more_than_55_hours_a_week_kills_750000/
• Gun Homicide
  • Overall: 5.87 per 100k (329mm)
  • Category of Males: 47 per 100k (22.7mm)
  • All Others: 2.8 per 100k (306mm)
  • All Males: 4.1 per 100k (139mm)
  • Category of Males 20 - 34: 109 per 100k (5.53mm)
  • Not previous: 4.1 per 100k (324mm)
  • Homicide In General: https://old.reddit.com/r/MapPorn/comments/16lx9bh/cities_with_the_highest_homicide_rates_in_the/
  • Violence Falling: https://old.reddit.com/r/UpliftingNews/comments/1ddgjr2/violent_crime_is_down_and_the_us_murder_rate_is/
    • https://old.reddit.com/r/news/comments/1dd2eel/violent_crime_is_down_and_the_us_murder_rate_is/
  • US Surgeon General Gun Violence: https://old.reddit.com/r/news/comments/1do4cfy/us_surgeon_general_declares_gun_violence_a_public/
    • https://www.cbsnews.com/news/surgeon-general-declares-gun-violence-public-health-crisis/
• LEO Mortality: https://old.reddit.com/r/dataisbeautiful/comments/18gxkv4/most_dangerous_states_for_law_enforcement/
• Irregular Resistance Works
  • https://old.reddit.com/r/CombatFootage/comments/164v42r/ukrainian_mass_drone_attack_on_russian_military/
    • https://old.reddit.com/r/pics/comments/163gqdx/ukraine_destroyed_several_russian_fighter_jets/
    • https://old.reddit.com/r/RCPlanes/comments/163y89j/ukraine_destroyed_several_russian_fighter_jets/
    • https://old.reddit.com/r/NonCredibleDefense/comments/11gukcc/australias_new_cardboard_drones_being_sent_to/
  • Afghan Women, Suicide, Guns: https://old.reddit.com/r/worldnews/comments/1648z9b/report_disturbing_surge_in_afghan_female_suicides/jy74tr7/
• Cars
  • 282,366,290 registered vehicles: https://www.statista.com/statistics/183505/number-of-vehicles-in-the-united-states-since-1990/
  • 91.55% of households have access to at least one vehicle: https://www.valuepenguin.com/auto-insurance/car-ownership-statistics
    • 35% in DC, 29% in NY, households without a vehicle
  • 124,010,992 households in the US: https://www.census.gov/quickfacts/fact/table/US/HSD410221
    • 2.60 persons per household
  • 2021: 16 year high at 42,915 traffic crash fatalities: https://www.nhtsa.gov/press-releases/early-estimate-2021-traffic-fatalities
  • 232.8mm drivers (18.43 deaths per 100k drivers)
  • US Population 335mm (12.8 deaths per 100k people)
  • Un-Walkable Cities: https://old.reddit.com/r/Damnthatsinteresting/comments/1dpg5r0/example_of_how_american_suburbs_are_designed_to/
  • "Our society has developed to require cars and I've accepted that."
  • "The 2022 data show that seat belt use is at 91.6%, and unrestrained occupant deaths currently account for 49.8% of deaths."
    • https://injuryfacts.nsc.org/motor-vehicle/occupant-protection/seat-belts/
    • https://old.reddit.com/r/todayilearned/comments/1dsiiue/til_in_2022_seat_belt_use_in_the_us_was_916_of/
• vegan / pro-life, anti-gun / anti-car, religious freedom / lgbtq freedom
• Pigs
  • Pig Puzzle: https://old.reddit.com/r/aww/comments/8f1r62/pig_puzzle/
  • Pig Friend: https://old.reddit.com/r/aww/comments/ciazd7/so_my_dad_surprised_my_sister_with_a_baby_pig_and/
  • Pig Lassie: https://old.reddit.com/r/aww/comments/cot0oi/my_pet_pig_used_to_explore_the_backyard_as_i/
  • Pig Family: https://old.reddit.com/r/aww/comments/q5gvg7/a_whole_family_of_pigs_going_on_an_adventure/
  • Pig Cat Play: https://old.reddit.com/r/aww/comments/13dn2b2/pig_playing_with_the_cats/
  • Pig Search: https://old.reddit.com/r/aww/search?q=pig&restrict_sr=on
  • Pig Splash: https://old.reddit.com/r/aww/comments/pgvspr/ridiculously_happy_pigs_running_in_and_out_of_the/
  • Pig Vacuum: https://old.reddit.com/r/aww/comments/nn7bu1/pig_annoyed_by_vacuum_keeps_unplugging_it/
  • Big Pig: https://old.reddit.com/r/wholesomememes/comments/16g33w8/consolation_prize/
• Obesity (143 / 100k)
  • Twinkie Commercial: https://www.youtube.com/watch?v=9crUKp682eE
  • 500,000 excess deaths: https://www.thelancet.com/journals/eclinm/article/PIIS2589-5370(22)00159-6/fulltext

IPH

• "Risk Factors for Male Perpetration and Female Victimization of Intimate Partner Homicide: A Meta-Analysis": https://legislature.vermont.gov/Documents/2022/WorkGroups/House%20Judiciary/Bills/H.133/Witness%20Documents/H.133~Sarah%20Robinson~Risk%20Factors%20for%20Male%20Perpretration%20and%20Femal%20Victimization%20of%20Intimate%20Partner%20Homicide-%20A%20Meta-Analysis~2-23-2021.pdf
  • 11x as likely with access to a gun
• IPH Stats: https://www.ojp.gov/pdffiles1/jr000250.pdf
• 10mm victims experience domestic violence annually: https://zontausa.org/us-national-statistic-on-domestic-violence-2020/
• 2,237 cases of IPH annually (2017): https://www.nytimes.com/2019/04/12/us/domestic-violence-victims.html

So, extremely roughly:

• 2,000 cases with access to a gun, 200 cases without.
• 20 per 100k with access to a gun.
• 2 per 100k without access to a gun.
• worst case 18 per 100k due to access to a gun. (could also be killers are more likely to have access to a gun - so maybe 10 - 15 per 100k is the realistic case)
• 10mm abusers annually
• 44% of households have guns
• 4mm abusers with guns kill 2,000 people (with roughly 1500 being avoidable)
• Each abuser has a 1:2000 chance of being a killer if they have a gun.

homicide:

• annual homicides: 26,031 or 7.8 per 100k
• annual gun homicides: 20,958 (81%)
• Population 350mm
• Each random person has at most a 1:13,461 chance of being a killer.
• domestic abuser without a gun is 1:20,000 to kill partner
• domestic abuser with a gun is 1:2,000 to kill partner
• domestic abuser with a gun is 1:1,346 to kill anyone (extremely rough)
• Which recapitulates the earlier stat: 10x as likely to kill. I think that's just how I mathed it, not an actual statistic.

Life Expectancy

• https://old.reddit.com/r/dataisbeautiful/comments/16lymi6/oc_life_expectancy_vs_health_expenditure/
• https://pbs.twimg.com/media/FsjYUjhWcAEatMo?format=jpg&name=medium

Politics

• Political Contemporary History Data
  • Age Distribution Over Time
  • Example Wikipedia Entry: https://en.wikipedia.org/wiki/Dan_Kildee
  • Crime Over Time: https://en.wikipedia.org/wiki/List_of_American_federal_politicians_convicted_of_crimes
  • Scandals Over Time
    • Political: https://en.wikipedia.org/wiki/List_of_federal_political_scandals_in_the_United_States
    • Sex: https://en.wikipedia.org/wiki/List_of_federal_political_sex_scandals_in_the_United_States
• Crowd Source Data
  • Users tag data with classification tags, based on snippets from Wikipedia.