Variables • WorkInData

Sample

Survey

Initials of the source survey.

ID: survey

Type: string

Missing: 0

Value Summary:

Level	Count
BHPS	238,996
CASEN	2,771,639
CFPS	135,421
CPS-IPUMS	9,427,892
ECAM	46,090
ECE	630,239
ECH	1,678,605
ECVMA	47,796
EH	447,300
EHCVM	219,390
EICV	66,938
EMICOV	17,043
ENAHO	1,453,907
ENEMDU	2,774,243
ENES	106,936
ENOE	24,303,173
ENPE	3,705,280
EULFS	45,144,526
GEIH	9,860,126
GLSS	212,703
HILDA	341,170
HLFS	8,706,630
IBEP	58,953
IHS	40,608
ILCS	230,050
ILFS	171,391
IPUMS	38,616,177
KCHSP	240,183
KLIPS	269,397
LFCLS	79,653
LFS	61,280,991
LMD	3,088,974
LSMS	512,019
NBHS	48,845
NLFS	471,306
NSS	4,259,890
PLFS	5,392,638
PNAD	2,202,843
PSLM	2,139,291
RLMS	244,223
SILC	139,907

Year

Year in which the survey was conducted.

ID: year

Type: int32

Missing: 0

Value Summary:

Level	Count
1960	576,517
1962	90,236
1963	256,171
1967	150,835
1968	151,766
1969	145,002
1970	1,886,237
1971	140,345
1972	369,805
1973	1,153,530
1974	130,066
1975	135,351
1976	441,969
1977	155,706
1978	154,593
1979	181,488
1980	1,282,509
1981	609,276
1982	1,676,512
1983	573,263
1984	161,362
1985	1,347,311
1986	640,281
1987	3,013,418
1988	2,010,712
1989	1,294,643
1990	4,676,875
1991	2,802,570
1992	2,233,854
1993	1,990,889
1994	2,290,725
1995	2,525,712
1996	3,284,742
1997	2,147,462
1998	2,671,661
1999	2,658,202
2000	5,218,593
2001	4,793,426
2002	4,550,018
2003	3,318,114
2004	3,910,772
2005	10,343,371
2006	10,740,706
2007	10,668,990
2008	11,174,840
2009	12,244,479
2010	12,848,149
2011	11,500,483
2012	10,961,928
2013	12,144,568
2014	12,339,645
2015	10,126,184
2016	8,670,506
2017	10,218,122
2018	7,114,535
2019	6,746,365
2020	2,577,033
2021	1,461,891
2022	1,375,523
2023	763,545

Survey Year

Survey year for panel construction.

ID: survey_year

Type: int16

Missing: 136,322,743

Value Summary:

Level	Count
1968	150,835
1969	151,766
1970	145,002
1971	146,783
1972	140,345
1973	136,136
1974	133,209
1975	130,066
1976	135,351
1977	160,799
1978	155,706
1979	154,593
1980	181,488
1981	181,358
1982	162,703
1983	162,635
1984	161,167
1985	161,362
1986	157,661
1987	155,468
1988	155,980
1989	144,687
1990	158,079
1991	168,741
1992	190,791
1993	174,859
1994	170,243
1995	169,231
1996	157,386
1997	163,477
1998	171,053
1999	174,880
2000	219,114
2001	502,822
2002	456,990
2003	625,547
2004	719,282
2005	6,378,108
2006	5,234,255
2007	5,443,730
2008	5,197,719
2009	5,230,766
2010	6,499,040
2011	5,834,099
2012	6,144,634
2013	6,053,614
2014	5,744,170
2015	5,589,349
2016	5,927,241
2017	6,062,195
2018	3,847,499
2019	3,753,395
2020	1,329,156
2021	1,352,274
2022	1,382,122
2023	909,678

Sampling Weight

Weight provided in the source survey; either cross-sectional or panel.

ID: wgt

Type: float

Missing: 1,167,729

Value Summary:

Feature	Value
min	0.0000
mean	15,994,508,415,701.9316
sd	92,481,825,178,190.9062
median	117.5943
max	999,997,973,725,184.0000

Location

Country

Country in which the survey was conducted.

ID: country

Type: string

Missing: 0

Value Summary:

Level	Count
AGO	58,953
ALB	168,445
ARM	390,823
AUS	341,170
AUT	2,579,766
BEL	1,391,159
BEN	59,386
BFA	709,273
BGR	932,793
BLR	242,985
BOL	447,300
BRA	4,418,755
BTN	108,414
BWA	503,051
CAN	41,346,995
CHE	964,321
CHL	3,707,868
CHN	135,421
CIV	61,116
CMR	46,090
COL	10,843,296
CRI	986,580
CYP	576,925
CZE	2,014,124
DNK	1,626,609
DOM	652,357
ECU	3,511,779
EGY	5,111,878
ESP	2,623,202
EST	313,396
ETH	471,306
FIN	852,910
FJI	170,695
FRA	6,281,409
GBR	238,996
GEO	373,626
GHA	212,703
GIN	1,126,924
GNB	42,839
GRC	3,846,481
HRV	557,434
HUN	3,907,224
IDN	2,509,418
IND	9,652,528
IRL	3,088,807
IRN	747,286
IRQ	735,497
ISL	171,834
ISR	615,123
JAM	661,472
JOR	2,584,948
KEN	240,183
KGZ	885,871
KHM	88,787
KOR	269,397
LAO	560,480
LBR	348,057
LKA	542,400
LSO	180,208
LTU	817,087
LUX	476,069
LVA	484,579
MAR	2,084,035
MEX	26,047,416
MLI	1,931,506
MLT	228,059
MNG	676,262
MWI	1,074,638
MYS	1,141,790
NAM	196,818
NER	47,796
NGA	113,152
NLD	1,917,341
NOR	411,954
NPL	985,728
PAK	2,591,309
PAN	1,008,409
PER	1,453,907
PHL	11,050,526
PNG	499,203
POL	4,281,030
PRT	2,358,287
PRY	1,493,920
PSE	1,873,527
ROU	3,314,669
RUS	244,223
RWA	353,474
SDN	48,845
SEN	1,607,213
SLE	40,608
SRB	139,907
SSD	542,765
SVK	1,457,404
SVN	916,118
SWE	3,034,944
TGO	510,737
TUN	3,705,280
TUR	1,235,380
TZA	615,045
UGA	525,306
URY	2,480,858
USA	9,427,892
VEN	1,188,303
VNM	384,782
YEM	85,850
ZAF	4,133,284
ZMB	1,667,421
ZWE	79,653

Rural

Whether the respondent’s location is classified as rural.

ID: rural

Type: bool

Missing: 56,809,414

Value Summary:

Level	Count
FALSE	110,114,956
TRUE	64,899,012

Individual

Individual ID

Individual identifier.

ID: id_ind

Type: string

Missing: 0

Value Summary:

Feature	Value
first	0000000001_1
last	ffec87c6ae87498f956723afe69266b9_4
unique	97.1% in first 10,000,000

Age

Respondents age.

ID: age

Type: int32

Missing: 633,014

Value Summary:

Feature	Value
min	0.0000
mean	34.5252
sd	21.6816
median	32.4648
max	810.0000

Sex

Whether the respondent reported being female.

ID: sex

Type: bool

Missing: 576,976

Value Summary:

Level	Count
FALSE	112,954,987
TRUE	118,291,419

Marital Status

Marital status of the respondent.

ID: marital_status

Type: string

Missing: 14,610,030

Value Summary:

Level	Count
Divorced / Separated / Widowed	21,988,539
Married / In-Union / Co-Habiting	104,376,373
Never Married	90,848,440

Education

Highest level of education completed.

ID: education

Type: string

Missing: 22,716,696

Value Summary:

Level	Count
Graduate	4,504,573
High School	42,443,572
None	43,850,306
Primary	34,351,823
Secondary	39,854,967
Undergraduate	18,472,073
Vocational	25,629,372

Household

Children Under 5

Number of children under 5 within the household.

ID: n_child_5

Type: int16

Missing: 59,692,991

Value Summary:

Feature	Value
min	0.0000
mean	0.3828
sd	0.7620
median	0.0000
max	28.0000

Work

Working

Whether the respondent worked in the reference period.

ID: work

Type: bool

Missing: 35,831,632

Value Summary:

Level	Count
FALSE	98,574,744
TRUE	97,417,006

Looking for Work

Whether the respondent is looking for work, given that they are not currently working.

ID: work_search

Type: bool

Missing: 142,967,339

Value Summary:

Level	Count
FALSE	80,147,853
TRUE	8,708,190

Job

Industry Classification

Industry classification (International Standard Industrial Classification; ISIC).

ID: main_job_ind

Type: string

Missing: 127,973,177

Value Summary:

Feature	Value
first	30_A
last	40_group_990
unique	1813

Job Activity Category

If working, the industry sector of the job; otherwise, either unemployed or out of workforce.

ID: main_activity

Type: string

Missing: 37,232,854

Value Summary:

Level	Count
Agriculture	16,157,299
Industry	20,837,385
Out of Workforce	89,866,554
Services	59,021,100
Unemployed	8,708,190