Unemployment insurance claims data from the Department of Labor (national and state-level) and numerous individual state agencies (county-level).
econ_tracker_unemp_city_data()
econ_tracker_unemp_county_data()
econ_tracker_unemp_state_data()
econ_tracker_unemp_national_data()All datasets contain the following columns in addition to the location details. Dates specify the last day of the week ending for the reported data.
initclaims_rate_regular: Number of initial claims per 100 people in the 2019 labor force, Regular UI only
initclaims_count_regular: Count of initial claims, Regular UI only
initclaims_rate_pua: Number of initial claims per 100 people in the 2019 labor force, PUA (Pandemic Unemployment Assistance) only
initclaims_count_pua: Count of initial claims, PUA (Pandemic Unemployment Assistance) only
initclaims_rate_combined: Number of initial claims per 100 people in the 2019 labor force, combining Regular and PUA claims
initclaims_count_combined: Count of initial claims, combining Regular and PUA claims
contclaims_rate_regular: Number of continued claims per 100 people in the 2019 labor force, Regular UI only
contclaims_count_regular: Count of continued claims, Regular UI only
contclaims_rate_pua: Number of continued claims per 100 people in the 2019 labor force, PUA (Pandemic Unemployment Assistance) only
contclaims_count_pua: Count of continued claims, PUA (Pandemic Unemployment Assistance) only
contclaims_rate_peuc: Number of continued claims per 100 people in the 2019 labor force, PEUC (Pandemic Emergency Unemployment Compensation) only
contclaims_count_peuc: Count of continued claims, PEUC (Pandemic Emergency Unemployment Compensation) only
contclaims_rate_combined: Number of continued claims per 100 people in the 2019 labor force, combining Regular, PUA and PEUC claims
contclaims_count_combined: Count of continued claims, combining Regular, PUA and PEUC claims
Other data-import:
acaps_government_measures_data(),
acaps_secondary_impact_data(),
apple_mobility_data(),
beoutbreakprepared_data(),
cci_us_vaccine_data(),
cdc_aggregated_projections(),
cdc_excess_deaths(),
cdc_social_vulnerability_index(),
coronadatascraper_data(),
coronanet_government_response_data(),
cov_glue_lineage_data(),
cov_glue_newick_data(),
cov_glue_snp_lineage(),
covidtracker_data(),
descartes_mobility_data(),
ecdc_data(),
econ_tracker_consumer_spending,
econ_tracker_employment,
economist_excess_deaths(),
financial_times_excess_deaths(),
google_mobility_data(),
government_policy_timeline(),
jhu_data(),
jhu_us_data(),
kff_icu_beds(),
nytimes_county_data(),
oecd_unemployment_data(),
owid_data(),
param_estimates_published(),
test_and_trace_data(),
us_county_geo_details(),
us_county_health_rankings(),
us_healthcare_capacity(),
us_hospital_details(),
us_state_distancing_policy(),
usa_facts_data(),
who_cases()
Other economics:
acaps_secondary_impact_data(),
econ_tracker_consumer_spending,
econ_tracker_employment,
us_county_health_rankings()
# City Level data
res = econ_tracker_unemp_city_data()
head(res)
#> cityid initclaims_count_regular initclaims_rate_regular date
#> 1: 8 1827 0.1610 2020-01-04
#> 2: 15 607 0.0870 2020-01-04
#> 3: 18 453 0.0919 2020-01-04
#> 4: 37 545 0.1500 2020-01-04
#> 5: 46 845 0.1380 2020-01-04
#> 6: 49 402 0.1580 2020-01-04
# County Level data
res = econ_tracker_unemp_county_data()
head(res)
#> countyfips initclaims_count_regular initclaims_rate_regular date
#> 1: 01001 21 0.0802 2020-03-14
#> 2: 01001 99 0.3780 2020-03-21
#> 3: 01001 843 3.2200 2020-03-28
#> 4: 01001 1088 4.1600 2020-04-04
#> 5: 01001 812 3.1000 2020-04-11
#> 6: 01001 675 2.5800 2020-04-18
#> countyname cityid cityname cz czname statename statefips stateabbrev
#> 1: Autauga NA 11101 Montgomery Alabama 00001 AL
#> 2: Autauga NA 11101 Montgomery Alabama 00001 AL
#> 3: Autauga NA 11101 Montgomery Alabama 00001 AL
#> 4: Autauga NA 11101 Montgomery Alabama 00001 AL
#> 5: Autauga NA 11101 Montgomery Alabama 00001 AL
#> 6: Autauga NA 11101 Montgomery Alabama 00001 AL
#> county_pop2019
#> 1: 55869
#> 2: 55869
#> 3: 55869
#> 4: 55869
#> 5: 55869
#> 6: 55869
# State Level data
res = econ_tracker_unemp_state_data()
head(res)
#> statefips initclaims_count_regular contclaims_count_regular
#> 1: 00001 4578 18523
#> 2: 00001 3629 21143
#> 3: 00001 2483 17402
#> 4: 00001 2129 18390
#> 5: 00001 2170 17284
#> 6: 00001 2176 16745
#> initclaims_count_pua contclaims_count_peuc contclaims_count_pua
#> 1: 0 0 0
#> 2: 0 0 0
#> 3: 0 0 0
#> 4: 0 0 0
#> 5: 0 0 0
#> 6: 0 0 0
#> initclaims_count_combined contclaims_count_combined initclaims_rate_regular
#> 1: 4578 18523 0.2040
#> 2: 3629 21143 0.1620
#> 3: 2483 17402 0.1110
#> 4: 2129 18390 0.0950
#> 5: 2170 17284 0.0968
#> 6: 2176 16745 0.0971
#> contclaims_rate_regular initclaims_rate_pua contclaims_rate_peuc
#> 1: 0.826 0 0
#> 2: 0.943 0 0
#> 3: 0.776 0 0
#> 4: 0.820 0 0
#> 5: 0.771 0 0
#> 6: 0.747 0 0
#> contclaims_rate_pua initclaims_rate_combined contclaims_rate_combined
#> 1: 0 0.2040 0.826
#> 2: 0 0.1620 0.943
#> 3: 0 0.1110 0.776
#> 4: 0 0.0950 0.820
#> 5: 0 0.0968 0.771
#> 6: 0 0.0971 0.747
#> date statename stateabbrev state_pop2019
#> 1: 2020-01-04 Alabama AL 4903185
#> 2: 2020-01-11 Alabama AL 4903185
#> 3: 2020-01-18 Alabama AL 4903185
#> 4: 2020-01-25 Alabama AL 4903185
#> 5: 2020-02-01 Alabama AL 4903185
#> 6: 2020-02-08 Alabama AL 4903185
# National Level data
res = econ_tracker_unemp_national_data()
head(res)
#> initclaims_count_regular contclaims_count_regular initclaims_count_pua
#> 1: 334431 2128086 0
#> 2: 337023 2235006 0
#> 3: 278482 2119858 0
#> 4: 226064 2059139 0
#> 5: 222528 2130493 0
#> 6: 217644 2065014 0
#> contclaims_count_peuc contclaims_count_pua initclaims_count_combined
#> 1: 0 0 334431
#> 2: 0 0 337023
#> 3: 0 0 278482
#> 4: 0 0 226064
#> 5: 0 0 222528
#> 6: 0 0 217644
#> contclaims_count_combined initclaims_rate_regular contclaims_rate_regular
#> 1: 2128086 0.205 1.30
#> 2: 2235006 0.207 1.37
#> 3: 2119858 0.171 1.30
#> 4: 2059139 0.139 1.26
#> 5: 2130493 0.136 1.31
#> 6: 2065014 0.133 1.27
#> initclaims_rate_pua contclaims_rate_peuc contclaims_rate_pua
#> 1: 0 0 0
#> 2: 0 0 0
#> 3: 0 0 0
#> 4: 0 0 0
#> 5: 0 0 0
#> 6: 0 0 0
#> initclaims_rate_combined contclaims_rate_combined date
#> 1: 0.205 1.30 2020-01-04
#> 2: 0.207 1.37 2020-01-11
#> 3: 0.171 1.30 2020-01-18
#> 4: 0.139 1.26 2020-01-25
#> 5: 0.136 1.31 2020-02-01
#> 6: 0.133 1.27 2020-02-08