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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.
  • Browser widget lets people jump to the next needed classification tag.
  • "Needed" is defined by people putting money into refinement of the data.
  • "Provided" is defined by ... users putting cash in to vote on data quality and an ML algorithm allocating the correctness value of each classification based on other submissions and data quality votes.
  • Taggers get paid based on a function of "Needed" and "Provided"