Baselight

2015 Traffic Fatalities

National Highway Traffic Safety Administration

@kaggle.nhtsa_2015_traffic_fatalities

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About this Dataset

2015 Traffic Fatalities

Quick Start

For a quick introduction to this Dataset, take a look at the Kernel Traffic Fatalities Getting Started.

See the Fatality Analysis Reporting
System FARS User’s Manual
for understanding the column abbreviations and possible values.

Also, see the following reference

Original source of this data containing all files can be obtained here

Below are the files released by the (NHTSA) National Highway Traffic Safety Administration, in their original format. Additional files can be found in the extra folder. Reference Traffic Fatalities Getting Started. for how to access this extra folder with contents.

Data Compared to 2014

A few interesting notes about this data compared to 2014

  • Pedalcyclist fatalities increased by 89 (12.2 percent)
  • Motorcyclist fatalities increased by 382 (8.3-percent
    increase)
  • Alcohol-impaired driving fatalities increased by 3.2 percent,
    from 9,943 in 2014 to 10,265 in 2015
  • Vehicle miles traveled (VMT) increased by 3.5 percent
    from 2014 to 2015, the largest increase since 1992, nearly 25
    years ago.

See TRAFFIC SAFETY FACTS for more detail on the above findings.

Tables

Accident

@kaggle.nhtsa_2015_traffic_fatalities.accident
  • 1.7 MB
  • 32166 rows
  • 52 columns
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CREATE TABLE accident (
  "state" BIGINT,
  "st_case" BIGINT,
  "ve_total" BIGINT,
  "ve_forms" BIGINT,
  "pvh_invl" BIGINT,
  "peds" BIGINT,
  "pernotmvit" BIGINT,
  "permvit" BIGINT,
  "persons" BIGINT,
  "county" BIGINT,
  "city" BIGINT,
  "day" BIGINT,
  "month" BIGINT,
  "year" BIGINT,
  "day_week" BIGINT,
  "hour" BIGINT,
  "minute" BIGINT,
  "nhs" BIGINT,
  "rur_urb" BIGINT,
  "func_sys" BIGINT,
  "rd_owner" BIGINT,
  "route" BIGINT,
  "tway_id" VARCHAR,
  "tway_id2" VARCHAR,
  "milept" BIGINT,
  "latitude" DOUBLE,
  "longitud" DOUBLE,
  "sp_jur" BIGINT,
  "harm_ev" BIGINT,
  "man_coll" BIGINT,
  "reljct1" BIGINT,
  "reljct2" BIGINT,
  "typ_int" BIGINT,
  "wrk_zone" BIGINT,
  "rel_road" BIGINT,
  "lgt_cond" BIGINT,
  "weather1" BIGINT,
  "weather2" BIGINT,
  "weather" BIGINT,
  "sch_bus" BIGINT,
  "rail" VARCHAR,
  "not_hour" BIGINT,
  "not_min" BIGINT,
  "arr_hour" BIGINT,
  "arr_min" BIGINT,
  "hosp_hr" BIGINT,
  "hosp_mn" BIGINT,
  "cf1" BIGINT,
  "cf2" BIGINT,
  "cf3" BIGINT,
  "fatals" BIGINT,
  "drunk_dr" BIGINT
);

Cevent

@kaggle.nhtsa_2015_traffic_fatalities.cevent
  • 584.37 KB
  • 97343 rows
  • 8 columns
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CREATE TABLE cevent (
  "state" BIGINT,
  "st_case" BIGINT,
  "eventnum" BIGINT,
  "vnumber1" BIGINT,
  "aoi1" BIGINT,
  "soe" BIGINT,
  "vnumber2" BIGINT,
  "aoi2" BIGINT
);

Damage

@kaggle.nhtsa_2015_traffic_fatalities.damage
  • 405.5 KB
  • 192730 rows
  • 4 columns
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CREATE TABLE damage (
  "state" BIGINT,
  "st_case" BIGINT,
  "veh_no" BIGINT,
  "mdareas" BIGINT
);

Distract

@kaggle.nhtsa_2015_traffic_fatalities.distract
  • 253.42 KB
  • 48962 rows
  • 4 columns
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CREATE TABLE distract (
  "state" BIGINT,
  "st_case" BIGINT,
  "veh_no" BIGINT,
  "mdrdstrd" BIGINT
);

Drimpair

@kaggle.nhtsa_2015_traffic_fatalities.drimpair
  • 253.59 KB
  • 49088 rows
  • 4 columns
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CREATE TABLE drimpair (
  "state" BIGINT,
  "st_case" BIGINT,
  "veh_no" BIGINT,
  "drimpair" BIGINT
);

Factor

@kaggle.nhtsa_2015_traffic_fatalities.factor
  • 243.27 KB
  • 48985 rows
  • 4 columns
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CREATE TABLE factor (
  "state" BIGINT,
  "st_case" BIGINT,
  "veh_no" BIGINT,
  "mfactor" BIGINT
);

Maneuver

@kaggle.nhtsa_2015_traffic_fatalities.maneuver
  • 251.12 KB
  • 48935 rows
  • 4 columns
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CREATE TABLE maneuver (
  "state" BIGINT,
  "st_case" BIGINT,
  "veh_no" BIGINT,
  "mdrmanav" BIGINT
);

Miper

@kaggle.nhtsa_2015_traffic_fatalities.miper
  • 576.73 KB
  • 55502 rows
  • 13 columns
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CREATE TABLE miper (
  "st_case" BIGINT,
  "veh_no" BIGINT,
  "per_no" BIGINT,
  "p1" BIGINT,
  "p2" BIGINT,
  "p3" BIGINT,
  "p4" BIGINT,
  "p5" BIGINT,
  "p6" BIGINT,
  "p7" BIGINT,
  "p8" BIGINT,
  "p9" BIGINT,
  "p10" BIGINT
);

Nmimpair

@kaggle.nhtsa_2015_traffic_fatalities.nmimpair
  • 44.18 KB
  • 6933 rows
  • 5 columns
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CREATE TABLE nmimpair (
  "state" BIGINT,
  "st_case" BIGINT,
  "veh_no" BIGINT,
  "per_no" BIGINT,
  "nmimpair" BIGINT
);

Nmprior

@kaggle.nhtsa_2015_traffic_fatalities.nmprior
  • 45.44 KB
  • 7153 rows
  • 5 columns
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CREATE TABLE nmprior (
  "state" BIGINT,
  "st_case" BIGINT,
  "veh_no" BIGINT,
  "per_no" BIGINT,
  "mpr_act" BIGINT
);

Parkwork

@kaggle.nhtsa_2015_traffic_fatalities.parkwork
  • 88.48 KB
  • 1133 rows
  • 57 columns
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CREATE TABLE parkwork (
  "state" BIGINT,
  "st_case" BIGINT,
  "veh_no" BIGINT,
  "pve_forms" BIGINT,
  "pnumoccs" BIGINT,
  "pday" BIGINT,
  "pmonth" BIGINT,
  "phour" BIGINT,
  "pminute" BIGINT,
  "pharm_ev" BIGINT,
  "pman_coll" BIGINT,
  "ptype" BIGINT,
  "phit_run" BIGINT,
  "preg_stat" BIGINT,
  "powner" BIGINT,
  "pmake" BIGINT,
  "pmodel" BIGINT,
  "pmak_mod" BIGINT,
  "pbodytyp" BIGINT,
  "pmodyear" BIGINT,
  "pvin" VARCHAR,
  "pvin_1" VARCHAR,
  "pvin_2" VARCHAR,
  "pvin_3" VARCHAR,
  "pvin_4" VARCHAR,
  "pvin_5" VARCHAR,
  "pvin_6" VARCHAR,
  "pvin_7" VARCHAR,
  "pvin_8" VARCHAR,
  "pvin_9" VARCHAR,
  "pvin_10" VARCHAR,
  "pvin_11" VARCHAR,
  "pvin_12" VARCHAR,
  "ptrailer" BIGINT,
  "pmcarr_i1" BIGINT,
  "pmcarr_i2" VARCHAR,
  "pmcarr_id" VARCHAR,
  "pgvwr" BIGINT,
  "pv_config" BIGINT,
  "pcargtyp" BIGINT,
  "phaz_inv" BIGINT,
  "phazplac" BIGINT,
  "phaz_id" BIGINT,
  "phaz_cno" BIGINT,
  "phaz_rel" BIGINT,
  "pbus_use" BIGINT,
  "psp_use" BIGINT,
  "pem_use" BIGINT,
  "punderide" BIGINT,
  "pimpact1" BIGINT,
  "pveh_sev" BIGINT,
  "ptowed" BIGINT,
  "pm_harm" BIGINT,
  "pveh_sc1" BIGINT,
  "pveh_sc2" BIGINT,
  "pfire" BIGINT,
  "pdeaths" BIGINT
);

Pbtype

@kaggle.nhtsa_2015_traffic_fatalities.pbtype
  • 104.08 KB
  • 6814 rows
  • 24 columns
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CREATE TABLE pbtype (
  "state" BIGINT,
  "st_case" BIGINT,
  "veh_no" BIGINT,
  "per_no" BIGINT,
  "pbptype" BIGINT,
  "pbage" BIGINT,
  "pbsex" BIGINT,
  "pbcwalk" BIGINT,
  "pbswalk" BIGINT,
  "pbszone" BIGINT,
  "pedctype" BIGINT,
  "bikectype" BIGINT,
  "pedloc" BIGINT,
  "bikeloc" BIGINT,
  "pedpos" BIGINT,
  "bikepos" BIGINT,
  "peddir" BIGINT,
  "bikedir" BIGINT,
  "motdir" BIGINT,
  "motman" BIGINT,
  "pedleg" BIGINT,
  "pedsnr" VARCHAR,
  "pedcgp" BIGINT,
  "bikecgp" BIGINT
);

Person

@kaggle.nhtsa_2015_traffic_fatalities.person
  • 2.34 MB
  • 80587 rows
  • 68 columns
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CREATE TABLE person (
  "state" BIGINT,
  "st_case" BIGINT,
  "ve_forms" BIGINT,
  "veh_no" BIGINT,
  "per_no" BIGINT,
  "str_veh" BIGINT,
  "county" BIGINT,
  "day" BIGINT,
  "month" BIGINT,
  "hour" BIGINT,
  "minute" BIGINT,
  "rur_urb" BIGINT,
  "func_sys" BIGINT,
  "harm_ev" BIGINT,
  "man_coll" BIGINT,
  "sch_bus" BIGINT,
  "make" DOUBLE,
  "mak_mod" DOUBLE,
  "body_typ" DOUBLE,
  "mod_year" DOUBLE,
  "tow_veh" DOUBLE,
  "spec_use" DOUBLE,
  "emer_use" DOUBLE,
  "rollover" DOUBLE,
  "impact1" DOUBLE,
  "fire_exp" DOUBLE,
  "age" BIGINT,
  "sex" BIGINT,
  "per_typ" BIGINT,
  "inj_sev" BIGINT,
  "seat_pos" BIGINT,
  "rest_use" BIGINT,
  "rest_mis" BIGINT,
  "air_bag" BIGINT,
  "ejection" BIGINT,
  "ej_path" BIGINT,
  "extricat" BIGINT,
  "drinking" BIGINT,
  "alc_det" BIGINT,
  "alc_status" BIGINT,
  "atst_typ" BIGINT,
  "alc_res" BIGINT,
  "drugs" BIGINT,
  "drug_det" BIGINT,
  "dstatus" BIGINT,
  "drugtst1" BIGINT,
  "drugtst2" BIGINT,
  "drugtst3" BIGINT,
  "drugres1" BIGINT,
  "drugres2" BIGINT,
  "drugres3" BIGINT,
  "hospital" BIGINT,
  "doa" BIGINT,
  "death_da" BIGINT,
  "death_mo" BIGINT,
  "death_yr" BIGINT,
  "death_hr" BIGINT,
  "death_mn" BIGINT,
  "death_tm" BIGINT,
  "lag_hrs" BIGINT,
  "lag_mins" BIGINT,
  "p_sf1" BIGINT,
  "p_sf2" BIGINT,
  "p_sf3" BIGINT,
  "work_inj" BIGINT,
  "hispanic" BIGINT,
  "race" BIGINT,
  "location" BIGINT
);

Vevent

@kaggle.nhtsa_2015_traffic_fatalities.vevent
  • 742.44 KB
  • 115275 rows
  • 10 columns
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CREATE TABLE vevent (
  "state" BIGINT,
  "st_case" BIGINT,
  "eventnum" BIGINT,
  "veh_no" BIGINT,
  "veventnum" BIGINT,
  "vnumber1" BIGINT,
  "aoi1" BIGINT,
  "soe" BIGINT,
  "vnumber2" BIGINT,
  "aoi2" BIGINT
);

Vindecode

@kaggle.nhtsa_2015_traffic_fatalities.vindecode
  • 2.75 MB
  • 50056 rows
  • 103 columns
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CREATE TABLE vindecode (
  "state" BIGINT,
  "st_case" BIGINT,
  "veh_no" BIGINT,
  "ncicmake" VARCHAR,
  "vinyear" DOUBLE,
  "vehtype" VARCHAR,
  "vehtype_t" VARCHAR,
  "vinmake_t" VARCHAR,
  "vinmodel_t" VARCHAR,
  "vintrim_t" VARCHAR,
  "vintrim1_t" VARCHAR,
  "vintrim2_t" VARCHAR,
  "vintrim3_t" VARCHAR,
  "vintrim4_t" VARCHAR,
  "bodystyl" VARCHAR,
  "bodystyl_t" VARCHAR,
  "doors" DOUBLE,
  "wheels" DOUBLE,
  "drivwhls" DOUBLE,
  "mfg" VARCHAR,
  "mfg_t" VARCHAR,
  "displci" DOUBLE,
  "displcc" DOUBLE,
  "cylndrs" VARCHAR,
  "cycles" DOUBLE,
  "fuel" VARCHAR,
  "fuel_t" VARCHAR,
  "fuelinj" VARCHAR,
  "fuelinj_t" VARCHAR,
  "carbtype" VARCHAR,
  "carbtype_t" VARCHAR,
  "carbbrls" DOUBLE,
  "gvwrange" DOUBLE,
  "gvwrange_t" VARCHAR,
  "whlbsh" DOUBLE,
  "whlblg" DOUBLE,
  "tiredesc_f" VARCHAR,
  "psi_f" DOUBLE,
  "tiresz_f" VARCHAR,
  "tiresz_f_t" VARCHAR,
  "tiredesc_r" VARCHAR,
  "psi_r" DOUBLE,
  "rearsize" DOUBLE,
  "rearsize_t" VARCHAR,
  "tonrating" VARCHAR,
  "shipweight" DOUBLE,
  "msrp" DOUBLE,
  "drivetyp" VARCHAR,
  "drivetyp_t" VARCHAR,
  "salectry" VARCHAR,
  "salectry_t" VARCHAR,
  "abs" VARCHAR,
  "abs_t" VARCHAR,
  "security" VARCHAR,
  "security_t" VARCHAR,
  "drl" VARCHAR,
  "drl_t" VARCHAR,
  "rstrnt" VARCHAR,
  "rstrnt_t" VARCHAR,
  "tkcab" VARCHAR,
  "tkcab_t" VARCHAR,
  "tkaxlef" VARCHAR,
  "tkaxlef_t" VARCHAR,
  "tkaxler" VARCHAR,
  "tkaxler_t" VARCHAR,
  "tkbrak" VARCHAR,
  "tkbrak_t" VARCHAR,
  "engmfg" VARCHAR,
  "engmfg_t" VARCHAR,
  "engmodel" VARCHAR,
  "tkduty" VARCHAR,
  "tkduty_t" VARCHAR,
  "tkbedl" VARCHAR,
  "tkbedl_t" VARCHAR,
  "segmnt" VARCHAR,
  "segmnt_t" VARCHAR,
  "plant" VARCHAR,
  "plntctry_t" VARCHAR,
  "plntcity" VARCHAR,
  "plntctry" VARCHAR,
  "plntstat" VARCHAR,
  "plntstat_t" VARCHAR,
  "origin" VARCHAR,
  "origin_t" VARCHAR,
  "dispclmt" DOUBLE,
  "blocktype" VARCHAR,
  "enghead" VARCHAR,
  "enghead_t" VARCHAR,
  "vlvclndr" DOUBLE,
  "vlvtotal" DOUBLE,
  "engvincd" VARCHAR,
  "incomplt" VARCHAR,
  "battyp" VARCHAR,
  "battyp_t" VARCHAR,
  "batkwrtg" VARCHAR,
  "batvolt" DOUBLE,
  "supchrgr" VARCHAR,
  "supchrgr_t" VARCHAR,
  "turbo" VARCHAR,
  "turbo_t" VARCHAR
);

Vision

@kaggle.nhtsa_2015_traffic_fatalities.vision
  • 242.81 KB
  • 48959 rows
  • 4 columns
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CREATE TABLE vision (
  "state" BIGINT,
  "st_case" BIGINT,
  "veh_no" BIGINT,
  "mvisobsc" BIGINT
);

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