Редактиране

Споделяне чрез

US Labor Force Statistics

  • Статия

Labor Force Statistics labor force, labor force participation rates, and the civilian noninstitutional population by age, gender, race, and ethnic groups. in the United States.

This dataset is sourced from Current Employment Statistics - CES (National) data published by US Bureau of Labor Statistics (BLS). Review Linking and Copyright Information and Important Web Site Notices for the terms and conditions related to the use this dataset.

Note

Microsoft provides Azure Open Datasets on an “as is” basis. Microsoft makes no warranties, express or implied, guarantees or conditions with respect to your use of the datasets. To the extent permitted under your local law, Microsoft disclaims all liability for any damages or losses, including direct, consequential, special, indirect, incidental or punitive, resulting from your use of the datasets.

This dataset is provided under the original terms that Microsoft received source data. The dataset may include data sourced from Microsoft.

Storage location

This dataset is stored in the East US Azure region. Allocating compute resources in East US is recommended for affinity.

Columns

Name Data type Unique Values (sample)
absn_code int 4 3 4
activity_code int 7 8 3
ages_code int 35 10 17
born_code int 3 1 2
cert_code int 5 4 3
chld_code int 6 2 5
class_code int 14 2 1
disa_code int 3 2 1
duration_code int 11 18 6
education_code int 9 40 19
entr_code int 3 1 2
expr_code int 3 1 2
footnote_codes string 7 nan 4.0
hheader_code int 2 1
hour_code int 13 1 16
indy_code int 323 368 169
jdes_code int 3 1 2
lfst_code int 33 20 30
look_code int 7 1 6
mari_code int 5 2 1
mjhs_code int 6 1 5
occupation_code int 566 8999 4999
orig_code int 14 1 2
pcts_code int 23 5 8
period string 18 M07 M06
periodicity_code string 3 M Q
race_code int 14 1 3
rjnw_code int 9 1 3
rnlf_code int 11 63 64
rwns_code int 17 10 1
seasonal string 2 U S
seek_code int 2 1
series_id string 45,478 LNU01300000 LNU02034560
series_title string 34,264 (Unadj) Employment Level - Agriculture and Related Industries (Unadj) Civilian Labor Force Level
sexs_code int 3 1 2
tdat_code int 6 1 4
value float 121,742 3.0 4.0
vets_code int 8 25 1
wkst_code int 7 1 4
year int 80 2018 2017

Preview

series_id year period value footnote_codes lfst_code periodicity_code series_title absn_code activity_code ages_code cert_code class_code duration_code education_code entr_code expr_code hheader_code hour_code indy_code jdes_code look_code mari_code mjhs_code occupation_code orig_code pcts_code race_code rjnw_code rnlf_code rwns_code seek_code sexs_code tdat_code vets_code wkst_code born_code chld_code disa_code seasonal
LNS11000031Q 1972 Q01 4300 nan 10 Q (Seas) Civilian Labor Force Level - 20 yrs. & over, Black or African American Men 0 0 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 0 S
LNS11000031Q 1972 Q02 4370 nan 10 Q (Seas) Civilian Labor Force Level - 20 yrs. & over, Black or African American Men 0 0 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 0 S
LNS11000031Q 1972 Q03 4397 nan 10 Q (Seas) Civilian Labor Force Level - 20 yrs. & over, Black or African American Men 0 0 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 0 S
LNS11000031Q 1972 Q04 4381 nan 10 Q (Seas) Civilian Labor Force Level - 20 yrs. & over, Black or African American Men 0 0 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 0 S
LNS11000031Q 1973 Q01 4408 nan 10 Q (Seas) Civilian Labor Force Level - 20 yrs. & over, Black or African American Men 0 0 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 0 S
LNS11000031Q 1973 Q02 4445 nan 10 Q (Seas) Civilian Labor Force Level - 20 yrs. & over, Black or African American Men 0 0 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 0 S
LNS11000031Q 1973 Q03 4477 nan 10 Q (Seas) Civilian Labor Force Level - 20 yrs. & over, Black or African American Men 0 0 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 0 S
LNS11000031Q 1973 Q04 4523 nan 10 Q (Seas) Civilian Labor Force Level - 20 yrs. & over, Black or African American Men 0 0 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 0 S
LNS11000031Q 1974 Q01 4574 nan 10 Q (Seas) Civilian Labor Force Level - 20 yrs. & over, Black or African American Men 0 0 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 0 S
LNS11000031Q 1974 Q02 4538 nan 10 Q (Seas) Civilian Labor Force Level - 20 yrs. & over, Black or African American Men 0 0 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 0 S

Data access

Azure Notebooks

# This is a package in preview.
from azureml.opendatasets import UsLaborLFS

labor = UsLaborLFS()
labor_df = labor.to_pandas_dataframe()

labor_df.info()

Azure Databricks

# This is a package in preview.
from azureml.opendatasets import UsLaborLFS

labor = UsLaborLFS()
labor_df = labor.to_spark_dataframe()

display(labor_df.limit(5))

Azure Synapse

Sample not available for this platform/package combination.

Next steps

View the rest of the datasets in the Open Datasets catalog.