# Overview

Brought to you by YData

Dataset statistics

Number of variables | 16
Number of observations | 16,270
Missing cells | 45,187
Missing cells (%) | 17.4%
Duplicate rows | 0
Duplicate rows (%) | 0.0%
Total size in memory | 2.0 MiB
Average record size in memory | 128.0 B

Variable types

Text | 1
Categorical | 12
Numeric | 2
Boolean | 1

Alerts

`employment_status_of_the_main_occupation` is highly overall correlated with `main_activity_engaged_in` | High correlation
`ethnicity` is highly overall correlated with `religion` | High correlation
`gender` is highly overall correlated with `relationship_to_the_head_of_household` | High correlation
`main_activity_engaged_in` is highly overall correlated with `employment_status_of_the_main_occupation` | High correlation
`relationship_to_the_head_of_household` is highly overall correlated with `gender` | High correlation
`religion` is highly overall correlated with `ethnicity` | High correlation
`ethnicity` is highly imbalanced (69.9%) | Imbalance
`current_attendance_in_any_education_instituition` is highly imbalanced (56.1%) | Imbalance
`current_attendance_in_any_education_instituition` has 418 (2.6%) missing values | Missing
`highest_level_of_education` has 775 (4.8%) missing values | Missing
`main_activity_engaged_in` has 2133 (13.1%) missing values | Missing
`main_occupation` has 9902 (60.9%) missing values | Missing
`daily_wage_owner_or_not` has 10090 (62.0%) missing values | Missing
`employment_status_of_the_main_occupation` has 9902 (60.9%) missing values | Missing
`member_went_out_for_work_or_not_during_last_week` has 11967 (73.6%) missing values | Missing
`no_of_hours_stayed_at_home_during_last_week` has 699 (4.3%) zeros | Zeros

Reproduction

Analysis started | 2024-12-06 05:54:26.223750
Analysis finished | 2024-12-06 05:54:28.327003
Duration | 2.1 seconds
Software version | ydata-profiling vv4.11.0
Download configuration | config.json

# Variables

household_ID
Text

Distinct | 4063
Distinct (%) | 25.0%
Missing | 0
Missing (%) | 0.0%
Memory size | 127.2 KiB

Length

Max length | 6
Median length | 6
Mean length | 6
Min length | 6

Characters and Unicode

Total characters | 97,620
Distinct characters | 12
Distinct categories | 2 ?
Distinct scripts | 2 ?
Distinct blocks | 1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique | 186 ?
Unique (%) | 1.1%

Sample

1st row | ID0001
2nd row | ID0001
3rd row | ID0001
4th row | ID0001
5th row | ID0002

Value | Count | Frequency (%)
id0349 | 13 | 0.1%
id3438 | 13 | 0.1%
id0849 | 12 | 0.1%
id1781 | 12 | 0.1%
id2880 | 12 | 0.1%
id0939 | 12 | 0.1%
id3013 | 11 | 0.1%
id0699 | 11 | 0.1%
id2896 | 11 | 0.1%
id2341 | 11 | 0.1%
Other values (4053) | 16152 | 99.3%

#### Most occurring characters

Value | Count | Frequency (%)
I | 16270 | 16.7%
D | 16270 | 16.7%
0 | 9274 | 9.5%
1 | 8926 | 9.1%
2 | 8804 | 9.0%
3 | 8734 | 8.9%
4 | 5068 | 5.2%
8 | 5009 | 5.1%
6 | 4859 | 5.0%
5 | 4827 | 4.9%
Other values (2) | 9579 | 9.8%

#### Most occurring categories

Value | Count | Frequency (%)
Decimal Number | 65080 | 66.7%
Uppercase Letter | 32540 | 33.3%

#### Most frequent character per category

##### Decimal Number

Value | Count | Frequency (%)
0 | 9274 | 14.3%
1 | 8926 | 13.7%
2 | 8804 | 13.5%
3 | 8734 | 13.4%
4 | 5068 | 7.8%
8 | 5009 | 7.7%
6 | 4859 | 7.5%
5 | 4827 | 7.4%
7 | 4802 | 7.4%
9 | 4777 | 7.3%

##### Uppercase Letter

Value | Count | Frequency (%)
I | 16270 | 50.0%
D | 16270 | 50.0%

#### Most occurring scripts

Value | Count | Frequency (%)
Common | 65080 | 66.7%
Latin | 32540 | 33.3%

#### Most frequent character per script

##### Common

Value | Count | Frequency (%)
0 | 9274 | 14.3%
1 | 8926 | 13.7%
2 | 8804 | 13.5%
3 | 8734 | 13.4%
4 | 5068 | 7.8%
8 | 5009 | 7.7%
6 | 4859 | 7.5%
5 | 4827 | 7.4%
7 | 4802 | 7.4%
9 | 4777 | 7.3%

##### Latin

Value | Count | Frequency (%)
I | 16270 | 50.0%
D | 16270 | 50.0%

#### Most occurring blocks

Value | Count | Frequency (%)
ASCII | 97620 | 100.0%

#### Most frequent character per block

##### ASCII

Value | Count | Frequency (%)
I | 16270 | 16.7%
D | 16270 | 16.7%
0 | 9274 | 9.5%
1 | 8926 | 9.1%
2 | 8804 | 9.0%
3 | 8734 | 8.9%
4 | 5068 | 5.2%
8 | 5009 | 5.1%
6 | 4859 | 5.0%
5 | 4827 | 4.9%
Other values (2) | 9579 | 9.8%

member_ID
Categorical

Distinct | 13
Distinct (%) | 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 127.2 KiB

I1 | 4063
I2 | 3877
I3 | 3275
I4 | 2457
I5 | 1443
Other values (8) | 1155

Length

Max length | 3
Median length | 2
Mean length | 2.0027658
Min length | 2

Characters and Unicode

Total characters | 32,585
Distinct characters | 11
Distinct categories | 2 ?
Distinct scripts | 2 ?
Distinct blocks | 1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique | 0 ?
Unique (%) | 0.0%

Sample

1st row | I1
2nd row | I2
3rd row | I3
4th row | I4
5th row | I1

#### Common Values

Value | Count | Frequency (%)
I1 | 4063 | 25.0%
I2 | 3877 | 23.8%
I3 | 3275 | 20.1%
I4 | 2457 | 15.1%
I5 | 1443 | 8.9%
I6 | 671 | 4.1%
I7 | 264 | 1.6%
I8 | 120 | 0.7%
I9 | 55 | 0.3%
I10 | 26 | 0.2%
Other values (3) | 19 | 0.1%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
i1 | 4063 | 25.0%
i2 | 3877 | 23.8%
i3 | 3275 | 20.1%
i4 | 2457 | 15.1%
i5 | 1443 | 8.9%
i6 | 671 | 4.1%
i7 | 264 | 1.6%
i8 | 120 | 0.7%
i9 | 55 | 0.3%
i10 | 26 | 0.2%
Other values (3) | 19 | 0.1%

#### Most occurring characters

Value | Count | Frequency (%)
I | 16270 | 49.9%
1 | 4119 | 12.6%
2 | 3883 | 11.9%
3 | 3277 | 10.1%
4 | 2457 | 7.5%
5 | 1443 | 4.4%
6 | 671 | 2.1%
7 | 264 | 0.8%
8 | 120 | 0.4%
9 | 55 | 0.2%

#### Most occurring categories

Value | Count | Frequency (%)
Decimal Number | 16315 | 50.1%
Uppercase Letter | 16270 | 49.9%

#### Most frequent character per category

##### Decimal Number

Value | Count | Frequency (%)
1 | 4119 | 25.2%
2 | 3883 | 23.8%
3 | 3277 | 20.1%
4 | 2457 | 15.1%
5 | 1443 | 8.8%
6 | 671 | 4.1%
7 | 264 | 1.6%
8 | 120 | 0.7%
9 | 55 | 0.3%
0 | 26 | 0.2%

##### Uppercase Letter

Value | Count | Frequency (%)
I | 16270 | 100.0%

#### Most occurring scripts

Value | Count | Frequency (%)
Common | 16315 | 50.1%
Latin | 16270 | 49.9%

#### Most frequent character per script

##### Common

Value | Count | Frequency (%)
1 | 4119 | 25.2%
2 | 3883 | 23.8%
3 | 3277 | 20.1%
4 | 2457 | 15.1%
5 | 1443 | 8.8%
6 | 671 | 4.1%
7 | 264 | 1.6%
8 | 120 | 0.7%
9 | 55 | 0.3%
0 | 26 | 0.2%

##### Latin

Value | Count | Frequency (%)
I | 16270 | 100.0%

#### Most occurring blocks

Value | Count | Frequency (%)
ASCII | 32585 | 100.0%

#### Most frequent character per block

##### ASCII

Value | Count | Frequency (%)
I | 16270 | 49.9%
1 | 4119 | 12.6%
2 | 3883 | 11.9%
3 | 3277 | 10.1%
4 | 2457 | 7.5%
5 | 1443 | 4.4%
6 | 671 | 2.1%
7 | 264 | 0.8%
8 | 120 | 0.4%
9 | 55 | 0.2%

age
Real number (ℝ)

Distinct | 97
Distinct (%) | 0.6%
Missing | 0
Missing (%) | 0.0%
Infinite | 0
Infinite (%) | 0.0%
Mean | 38.39287

Minimum | 0
Maximum | 98
Zeros | 149
Zeros (%) | 0.9%
Negative | 0
Negative (%) | 0.0%
Memory size | 127.2 KiB

Quantile statistics

Minimum | 0
5-th percentile | 5
Q1 | 19
median | 38
Q3 | 56
95-th percentile | 75
Maximum | 98
Range | 98
Interquartile range (IQR) | 37

Descriptive statistics

Standard deviation | 22.075172
Coefficient of variation (CV) | 0.57498103
Kurtosis | -0.99725102
Mean | 38.39287
Median Absolute Deviation (MAD) | 18
Skewness | 0.14195376
Sum | 624652
Variance | 487.31322
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=50)

Value | Count | Frequency (%)
19 | 282 | 1.7%
17 | 278 | 1.7%
23 | 276 | 1.7%
15 | 267 | 1.6%
18 | 266 | 1.6%
20 | 263 | 1.6%
16 | 256 | 1.6%
42 | 252 | 1.5%
22 | 251 | 1.5%
45 | 245 | 1.5%
Other values (87) | 13634 | 83.8%

Value | Count | Frequency (%)
0 | 149 | 0.9%
1 | 131 | 0.8%
2 | 138 | 0.8%
3 | 186 | 1.1%
4 | 171 | 1.1%
5 | 177 | 1.1%
6 | 163 | 1.0%
7 | 164 | 1.0%
8 | 196 | 1.2%
9 | 198 | 1.2%

Value | Count | Frequency (%)
98 | 1 | < 0.1%
96 | 1 | < 0.1%
95 | 3 | < 0.1%
93 | 8 | < 0.1%
92 | 5 | < 0.1%
91 | 7 | < 0.1%
90 | 17 | 0.1%
89 | 20 | 0.1%
88 | 16 | 0.1%
87 | 14 | 0.1%

relationship_to_the_head_of_household
Categorical

High correlation

Distinct | 12
Distinct (%) | 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 127.2 KiB

Son/daughter | 5654
Head of the household | 4012
Wife/Husband | 3226
Parents of the head of the Household/ spouse | 1198
Other relative | 685
Other values (7) | 1495

Length

Max length | 44
Median length | 12
Mean length | 17.506884
Min length | 5

Characters and Unicode

Total characters | 284,837
Distinct characters | 34
Distinct categories | 5 ?
Distinct scripts | 2 ?
Distinct blocks | 1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique | 0 ?
Unique (%) | 0.0%

Sample

1st row | Head of the household
2nd row | Wife/Husband
3rd row | Son/daughter
4th row | Son-in-law/Daughter in law
5th row | Head of the household

#### Common Values

Value | Count | Frequency (%)
Son/daughter | 5654 | 34.8%
Head of the household | 4012 | 24.7%
Wife/Husband | 3226 | 19.8%
Parents of the head of the Household/ spouse | 1198 | 7.4%
Other relative | 685 | 4.2%
Grandson/ Granddaughter | 666 | 4.1%
Son-in-law/Daughter in law | 434 | 2.7%
Boarder | 237 | 1.5%
Domestic servant/driver/watcher | 101 | 0.6%
Other | 52 | 0.3%
Other values (2) | 5 | < 0.1%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
of | 6408 | 16.4%
the | 6408 | 16.4%
son/daughter | 5654 | 14.5%
head | 5210 | 13.4%
household | 5210 | 13.4%
wife/husband | 3226 | 8.3%
parents | 1198 | 3.1%
spouse | 1198 | 3.1%
other | 737 | 1.9%
relative | 685 | 1.8%
Other values (13) | 3086 | 7.9%

#### Most occurring characters

Value | Count | Frequency (%)
e | 31961 | 11.2%
o | 25125 | 8.8%
h | 24420 | 8.6%
| 22750 | 8.0%
d | 21639 | 7.6%
a | 19715 | 6.9%
u | 16391 | 5.8%
t | 16090 | 5.6%
n | 13486 | 4.7%
s | 12904 | 4.5%
Other values (24) | 80356 | 28.2%

#### Most occurring categories

Value | Count | Frequency (%)
Lowercase Letter | 228043 | 80.1%
Space Separator | 22750 | 8.0%
Uppercase Letter | 21794 | 7.7%
Other Punctuation | 11382 | 4.0%
Dash Punctuation | 868 | 0.3%

#### Most frequent character per category

##### Lowercase Letter

Value | Count | Frequency (%)
e | 31961 | 14.0%
o | 25125 | 11.0%
h | 24420 | 10.7%
d | 21639 | 9.5%
a | 19715 | 8.6%
u | 16391 | 7.2%
t | 16090 | 7.1%
n | 13486 | 5.9%
s | 12904 | 5.7%
r | 11587 | 5.1%
Other values (11) | 34725 | 15.2%

##### Uppercase Letter

Value | Count | Frequency (%)
H | 8436 | 38.7%
S | 6088 | 27.9%
W | 3226 | 14.8%
G | 1332 | 6.1%
P | 1198 | 5.5%
O | 737 | 3.4%
D | 537 | 2.5%
B | 237 | 1.1%
R | 3 | < 0.1%

##### Other Punctuation

Value | Count | Frequency (%)
/ | 11380 | > 99.9%
' | 2 | < 0.1%

##### Space Separator

Value | Count | Frequency (%)
| 22750 | 100.0%

##### Dash Punctuation

Value | Count | Frequency (%)
- | 868 | 100.0%

#### Most occurring scripts

Value | Count | Frequency (%)
Latin | 249837 | 87.7%
Common | 35000 | 12.3%

#### Most frequent character per script

##### Latin

Value | Count | Frequency (%)
e | 31961 | 12.8%
o | 25125 | 10.1%
h | 24420 | 9.8%
d | 21639 | 8.7%
a | 19715 | 7.9%
u | 16391 | 6.6%
t | 16090 | 6.4%
n | 13486 | 5.4%
s | 12904 | 5.2%
r | 11587 | 4.6%
Other values (20) | 56519 | 22.6%

##### Common

Value | Count | Frequency (%)
| 22750 | 65.0%
/ | 11380 | 32.5%
- | 868 | 2.5%
' | 2 | < 0.1%

#### Most occurring blocks

Value | Count | Frequency (%)
ASCII | 284837 | 100.0%

#### Most frequent character per block

##### ASCII

Value | Count | Frequency (%)
e | 31961 | 11.2%
o | 25125 | 8.8%
h | 24420 | 8.6%
| 22750 | 8.0%
d | 21639 | 7.6%
a | 19715 | 6.9%
u | 16391 | 5.8%
t | 16090 | 5.6%
n | 13486 | 4.7%
s | 12904 | 4.5%
Other values (24) | 80356 | 28.2%

gender
Categorical

High correlation

Distinct | 2
Distinct (%) | < 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 127.2 KiB

Female | 8386
Male | 7884

Length

Max length | 6
Median length | 6
Mean length | 5.0308543
Min length | 4

Characters and Unicode

Total characters | 81,852
Distinct characters | 6
Distinct categories | 2 ?
Distinct scripts | 1 ?
Distinct blocks | 1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique | 0 ?
Unique (%) | 0.0%

Sample

1st row | Male
2nd row | Female
3rd row | Male
4th row | Female
5th row | Male

#### Common Values

Value | Count | Frequency (%)
Female | 8386 | 51.5%
Male | 7884 | 48.5%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
female | 8386 | 51.5%
male | 7884 | 48.5%

#### Most occurring characters

Value | Count | Frequency (%)
e | 24656 | 30.1%
a | 16270 | 19.9%
l | 16270 | 19.9%
F | 8386 | 10.2%
m | 8386 | 10.2%
M | 7884 | 9.6%

#### Most occurring categories

Value | Count | Frequency (%)
Lowercase Letter | 65582 | 80.1%
Uppercase Letter | 16270 | 19.9%

#### Most frequent character per category

##### Lowercase Letter

Value | Count | Frequency (%)
e | 24656 | 37.6%
a | 16270 | 24.8%
l | 16270 | 24.8%
m | 8386 | 12.8%

##### Uppercase Letter

Value | Count | Frequency (%)
F | 8386 | 51.5%
M | 7884 | 48.5%

#### Most occurring scripts

Value | Count | Frequency (%)
Latin | 81852 | 100.0%

#### Most frequent character per script

##### Latin

Value | Count | Frequency (%)
e | 24656 | 30.1%
a | 16270 | 19.9%
l | 16270 | 19.9%
F | 8386 | 10.2%
m | 8386 | 10.2%
M | 7884 | 9.6%

#### Most occurring blocks

Value | Count | Frequency (%)
ASCII | 81852 | 100.0%

#### Most frequent character per block

##### ASCII

Value | Count | Frequency (%)
e | 24656 | 30.1%
a | 16270 | 19.9%
l | 16270 | 19.9%
F | 8386 | 10.2%
m | 8386 | 10.2%
M | 7884 | 9.6%

ethnicity
Categorical

High correlation Imbalance

Distinct | 7
Distinct (%) | < 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 127.2 KiB

Sinhala | 13560
Sri Lankan Moor/Muslim | 1968
Sri Lankan Tamil | 572
Indian Tamil | 82
Malay | 42
Other values (2) | 46

Length

Max length | 22
Median length | 7
Mean length | 9.1491088
Min length | 5

Characters and Unicode

Total characters | 148,856
Distinct characters | 25
Distinct categories | 4 ?
Distinct scripts | 2 ?
Distinct blocks | 1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique | 0 ?
Unique (%) | 0.0%

Sample

1st row | Sinhala
2nd row | Sinhala
3rd row | Sinhala
4th row | Sinhala
5th row | Sinhala

#### Common Values

Value | Count | Frequency (%)
Sinhala | 13560 | 83.3%
Sri Lankan Moor/Muslim | 1968 | 12.1%
Sri Lankan Tamil | 572 | 3.5%
Indian Tamil | 82 | 0.5%
Malay | 42 | 0.3%
Burgher | 32 | 0.2%
Other | 14 | 0.1%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
sinhala | 13560 | 63.3%
sri | 2540 | 11.9%
lankan | 2540 | 11.9%
moor/muslim | 1968 | 9.2%
tamil | 654 | 3.1%
indian | 82 | 0.4%
malay | 42 | 0.2%
burgher | 32 | 0.1%
other | 14 | 0.1%

#### Most occurring characters

Value | Count | Frequency (%)
a | 33020 | 22.2%
n | 18804 | 12.6%
i | 18804 | 12.6%
l | 16224 | 10.9%
S | 16100 | 10.8%
h | 13606 | 9.1%
| 5162 | 3.5%
r | 4586 | 3.1%
M | 3978 | 2.7%
o | 3936 | 2.6%
Other values (15) | 14636 | 9.8%

#### Most occurring categories

Value | Count | Frequency (%)
Lowercase Letter | 118326 | 79.5%
Uppercase Letter | 23400 | 15.7%
Space Separator | 5162 | 3.5%
Other Punctuation | 1968 | 1.3%

#### Most frequent character per category

##### Lowercase Letter

Value | Count | Frequency (%)
a | 33020 | 27.9%
n | 18804 | 15.9%
i | 18804 | 15.9%
l | 16224 | 13.7%
h | 13606 | 11.5%
r | 4586 | 3.9%
o | 3936 | 3.3%
m | 2622 | 2.2%
k | 2540 | 2.1%
u | 2000 | 1.7%
Other values (6) | 2184 | 1.8%

##### Uppercase Letter

Value | Count | Frequency (%)
S | 16100 | 68.8%
M | 3978 | 17.0%
L | 2540 | 10.9%
T | 654 | 2.8%
I | 82 | 0.4%
B | 32 | 0.1%
O | 14 | 0.1%

##### Space Separator

Value | Count | Frequency (%)
| 5162 | 100.0%

##### Other Punctuation

Value | Count | Frequency (%)
/ | 1968 | 100.0%

#### Most occurring scripts

Value | Count | Frequency (%)
Latin | 141726 | 95.2%
Common | 7130 | 4.8%

#### Most frequent character per script

##### Latin

Value | Count | Frequency (%)
a | 33020 | 23.3%
n | 18804 | 13.3%
i | 18804 | 13.3%
l | 16224 | 11.4%
S | 16100 | 11.4%
h | 13606 | 9.6%
r | 4586 | 3.2%
M | 3978 | 2.8%
o | 3936 | 2.8%
m | 2622 | 1.9%
Other values (13) | 10046 | 7.1%

##### Common

Value | Count | Frequency (%)
| 5162 | 72.4%
/ | 1968 | 27.6%

#### Most occurring blocks

Value | Count | Frequency (%)
ASCII | 148856 | 100.0%

#### Most frequent character per block

##### ASCII

Value | Count | Frequency (%)
a | 33020 | 22.2%
n | 18804 | 12.6%
i | 18804 | 12.6%
l | 16224 | 10.9%
S | 16100 | 10.8%
h | 13606 | 9.1%
| 5162 | 3.5%
r | 4586 | 3.1%
M | 3978 | 2.7%
o | 3936 | 2.6%
Other values (15) | 14636 | 9.8%

religion
Categorical

High correlation

Distinct | 7
Distinct (%) | < 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 127.2 KiB

Buddhism | 10807
Roman Catholicism | 2442
Islam | 2053
Other Christian denominations | 547
Hinduism | 407
Other values (2) | 14

Length

Max length | 29
Median length | 8
Mean length | 9.6779348
Min length | 5

Characters and Unicode

Total characters | 157,460
Distinct characters | 23
Distinct categories | 3 ?
Distinct scripts | 2 ?
Distinct blocks | 1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique | 0 ?
Unique (%) | 0.0%

Sample

1st row | Buddhism
2nd row | Buddhism
3rd row | Buddhism
4th row | Buddhism
5th row | Buddhism

#### Common Values

Value | Count | Frequency (%)
Buddhism | 10807 | 66.4%
Roman Catholicism | 2442 | 15.0%
Islam | 2053 | 12.6%
Other Christian denominations | 547 | 3.4%
Hinduism | 407 | 2.5%
Other | 8 | < 0.1%
No religion | 6 | < 0.1%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
buddhism | 10807 | 54.5%
roman | 2442 | 12.3%
catholicism | 2442 | 12.3%
islam | 2053 | 10.4%
other | 555 | 2.8%
christian | 547 | 2.8%
denominations | 547 | 2.8%
hinduism | 407 | 2.1%
no | 6 | < 0.1%
religion | 6 | < 0.1%

#### Most occurring characters

Value | Count | Frequency (%)
d | 22568 | 14.3%
i | 18705 | 11.9%
m | 18698 | 11.9%
s | 16803 | 10.7%
h | 14351 | 9.1%
u | 11214 | 7.1%
B | 10807 | 6.9%
a | 8031 | 5.1%
o | 5990 | 3.8%
n | 5043 | 3.2%
Other values (13) | 25250 | 16.0%

#### Most occurring categories

Value | Count | Frequency (%)
Lowercase Letter | 134659 | 85.5%
Uppercase Letter | 19259 | 12.2%
Space Separator | 3542 | 2.2%

#### Most frequent character per category

##### Lowercase Letter

Value | Count | Frequency (%)
d | 22568 | 16.8%
i | 18705 | 13.9%
m | 18698 | 13.9%
s | 16803 | 12.5%
h | 14351 | 10.7%
u | 11214 | 8.3%
a | 8031 | 6.0%
o | 5990 | 4.4%
n | 5043 | 3.7%
l | 4501 | 3.3%
Other values (5) | 8755 | 6.5%

##### Uppercase Letter

Value | Count | Frequency (%)
B | 10807 | 56.1%
C | 2989 | 15.5%
R | 2442 | 12.7%
I | 2053 | 10.7%
O | 555 | 2.9%
H | 407 | 2.1%
N | 6 | < 0.1%

##### Space Separator

Value | Count | Frequency (%)
| 3542 | 100.0%

#### Most occurring scripts

Value | Count | Frequency (%)
Latin | 153918 | 97.8%
Common | 3542 | 2.2%

#### Most frequent character per script

##### Latin

Value | Count | Frequency (%)
d | 22568 | 14.7%
i | 18705 | 12.2%
m | 18698 | 12.1%
s | 16803 | 10.9%
h | 14351 | 9.3%
u | 11214 | 7.3%
B | 10807 | 7.0%
a | 8031 | 5.2%
o | 5990 | 3.9%
n | 5043 | 3.3%
Other values (12) | 21708 | 14.1%

##### Common

Value | Count | Frequency (%)
| 3542 | 100.0%

#### Most occurring blocks

Value | Count | Frequency (%)
ASCII | 157460 | 100.0%

#### Most frequent character per block

##### ASCII

Value | Count | Frequency (%)
d | 22568 | 14.3%
i | 18705 | 11.9%
m | 18698 | 11.9%
s | 16803 | 10.7%
h | 14351 | 9.1%
u | 11214 | 7.1%
B | 10807 | 6.9%
a | 8031 | 5.1%
o | 5990 | 3.8%
n | 5043 | 3.2%
Other values (13) | 25250 | 16.0%

marital_status
Categorical

Distinct | 9
Distinct (%) | 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 127.2 KiB

Currently married (registered) | 7417
Never married | 6330
Currently married (customary) | 1311
Widowed | 893
Other | 138
Other values (4) | 181

Length

Max length | 33
Median length | 30
Mean length | 21.736755
Min length | 5

Characters and Unicode

Total characters | 353,657
Distinct characters | 31
Distinct categories | 5 ?
Distinct scripts | 2 ?
Distinct blocks | 1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique | 0 ?
Unique (%) | 0.0%

Sample

1st row | Currently married (registered)
2nd row | Currently married (registered)
3rd row | Currently married (registered)
4th row | Currently married (registered)
5th row | Currently married (registered)

#### Common Values

Value | Count | Frequency (%)
Currently married (registered) | 7417 | 45.6%
Never married | 6330 | 38.9%
Currently married (customary) | 1311 | 8.1%
Widowed | 893 | 5.5%
Other | 138 | 0.8%
Separated (not legally) | 64 | 0.4%
Not married but lives as a Family | 52 | 0.3%
Divorced | 44 | 0.3%
Legally separated | 21 | 0.1%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
married | 15110 | 37.3%
currently | 8728 | 21.5%
registered | 7417 | 18.3%
never | 6330 | 15.6%
customary | 1311 | 3.2%
widowed | 893 | 2.2%
other | 138 | 0.3%
not | 116 | 0.3%
separated | 85 | 0.2%
legally | 85 | 0.2%
Other values (6) | 304 | 0.8%

#### Most occurring characters

Value | Count | Frequency (%)
r | 70418 | 19.9%
e | 60131 | 17.0%
d | 24442 | 6.9%
| 24247 | 6.9%
i | 23568 | 6.7%
t | 17847 | 5.0%
a | 16832 | 4.8%
m | 16473 | 4.7%
y | 10176 | 2.9%
u | 10091 | 2.9%
Other values (21) | 79432 | 22.5%

#### Most occurring categories

Value | Count | Frequency (%)
Lowercase Letter | 295504 | 83.6%
Space Separator | 24247 | 6.9%
Uppercase Letter | 16322 | 4.6%
Open Punctuation | 8792 | 2.5%
Close Punctuation | 8792 | 2.5%

#### Most frequent character per category

##### Lowercase Letter

Value | Count | Frequency (%)
r | 70418 | 23.8%
e | 60131 | 20.3%
d | 24442 | 8.3%
i | 23568 | 8.0%
t | 17847 | 6.0%
a | 16832 | 5.7%
m | 16473 | 5.6%
y | 10176 | 3.4%
u | 10091 | 3.4%
l | 9066 | 3.1%
Other values (10) | 36460 | 12.3%

##### Uppercase Letter

Value | Count | Frequency (%)
C | 8728 | 53.5%
N | 6382 | 39.1%
W | 893 | 5.5%
O | 138 | 0.8%
S | 64 | 0.4%
F | 52 | 0.3%
D | 44 | 0.3%
L | 21 | 0.1%

##### Space Separator

Value | Count | Frequency (%)
| 24247 | 100.0%

##### Open Punctuation

Value | Count | Frequency (%)
( | 8792 | 100.0%

##### Close Punctuation

Value | Count | Frequency (%)
) | 8792 | 100.0%

#### Most occurring scripts

Value | Count | Frequency (%)
Latin | 311826 | 88.2%
Common | 41831 | 11.8%

#### Most frequent character per script

##### Latin

Value | Count | Frequency (%)
r | 70418 | 22.6%
e | 60131 | 19.3%
d | 24442 | 7.8%
i | 23568 | 7.6%
t | 17847 | 5.7%
a | 16832 | 5.4%
m | 16473 | 5.3%
y | 10176 | 3.3%
u | 10091 | 3.2%
l | 9066 | 2.9%
Other values (18) | 52782 | 16.9%

##### Common

Value | Count | Frequency (%)
| 24247 | 58.0%
( | 8792 | 21.0%
) | 8792 | 21.0%

#### Most occurring blocks

Value | Count | Frequency (%)
ASCII | 353657 | 100.0%

#### Most frequent character per block

##### ASCII

Value | Count | Frequency (%)
r | 70418 | 19.9%
e | 60131 | 17.0%
d | 24442 | 6.9%
| 24247 | 6.9%
i | 23568 | 6.7%
t | 17847 | 5.0%
a | 16832 | 4.8%
m | 16473 | 4.7%
y | 10176 | 2.9%
u | 10091 | 2.9%
Other values (21) | 79432 | 22.5%

current_attendance_in_any_education_instituition
Categorical

Imbalance Missing

Distinct | 8
Distinct (%) | 0.1%
Missing | 418
Missing (%) | 2.6%
Memory size | 127.2 KiB

Does not attend | 11435
School | 2964
University | 560
Preschool | 298
Other educational institution | 233
Other values (3) | 362

Length

Max length | 34
Median length | 15
Mean length | 13.564219
Min length | 6

Characters and Unicode

Total characters | 215,020
Distinct characters | 34
Distinct categories | 6 ?
Distinct scripts | 2 ?
Distinct blocks | 1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique | 0 ?
Unique (%) | 0.0%

Sample

1st row | Does not attend
2nd row | Does not attend
3rd row | Does not attend
4th row | Does not attend
5th row | Does not attend

#### Common Values

Value | Count | Frequency (%)
Does not attend | 11435 | 70.3%
School | 2964 | 18.2%
University | 560 | 3.4%
Preschool | 298 | 1.8%
Other educational institution | 233 | 1.4%
Vocational/Technical Institution | 191 | 1.2%
Pending results G.C.E. (O.L / A.L) | 105 | 0.6%
Still a toddler | 66 | 0.4%
(Missing) | 418 | 2.6%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
does | 11435 | 28.6%
not | 11435 | 28.6%
attend | 11435 | 28.6%
school | 2964 | 7.4%
university | 560 | 1.4%
institution | 424 | 1.1%
preschool | 298 | 0.7%
other | 233 | 0.6%
educational | 233 | 0.6%
vocational/technical | 191 | 0.5%
Other values (9) | 828 | 2.1%

#### Most occurring characters

Value | Count | Frequency (%)
t | 37031 | 17.2%
o | 30499 | 14.2%
n | 25103 | 11.7%
e | 24661 | 11.5%
| 24184 | 11.2%
s | 12927 | 6.0%
a | 12540 | 5.8%
d | 11905 | 5.5%
D | 11435 | 5.3%
l | 4180 | 1.9%
Other values (24) | 20555 | 9.6%

#### Most occurring categories

Value | Count | Frequency (%)
Lowercase Letter | 172836 | 80.4%
Space Separator | 24184 | 11.2%
Uppercase Letter | 16969 | 7.9%
Other Punctuation | 821 | 0.4%
Open Punctuation | 105 | < 0.1%
Close Punctuation | 105 | < 0.1%

#### Most frequent character per category

##### Lowercase Letter

Value | Count | Frequency (%)
t | 37031 | 21.4%
o | 30499 | 17.6%
n | 25103 | 14.5%
e | 24661 | 14.3%
s | 12927 | 7.5%
a | 12540 | 7.3%
d | 11905 | 6.9%
l | 4180 | 2.4%
c | 4068 | 2.4%
h | 3686 | 2.1%
Other values (6) | 6236 | 3.6%

##### Uppercase Letter

Value | Count | Frequency (%)
D | 11435 | 67.4%
S | 3030 | 17.9%
U | 560 | 3.3%
P | 403 | 2.4%
O | 338 | 2.0%
L | 210 | 1.2%
V | 191 | 1.1%
T | 191 | 1.1%
I | 191 | 1.1%
C | 105 | 0.6%
Other values (3) | 315 | 1.9%

##### Other Punctuation

Value | Count | Frequency (%)
. | 525 | 63.9%
/ | 296 | 36.1%

##### Space Separator

Value | Count | Frequency (%)
| 24184 | 100.0%

##### Open Punctuation

Value | Count | Frequency (%)
( | 105 | 100.0%

##### Close Punctuation

Value | Count | Frequency (%)
) | 105 | 100.0%

#### Most occurring scripts

Value | Count | Frequency (%)
Latin | 189805 | 88.3%
Common | 25215 | 11.7%

#### Most frequent character per script

##### Latin

Value | Count | Frequency (%)
t | 37031 | 19.5%
o | 30499 | 16.1%
n | 25103 | 13.2%
e | 24661 | 13.0%
s | 12927 | 6.8%
a | 12540 | 6.6%
d | 11905 | 6.3%
D | 11435 | 6.0%
l | 4180 | 2.2%
c | 4068 | 2.1%
Other values (19) | 15456 | 8.1%

##### Common

Value | Count | Frequency (%)
| 24184 | 95.9%
. | 525 | 2.1%
/ | 296 | 1.2%
( | 105 | 0.4%
) | 105 | 0.4%

#### Most occurring blocks

Value | Count | Frequency (%)
ASCII | 215020 | 100.0%

#### Most frequent character per block

##### ASCII

Value | Count | Frequency (%)
t | 37031 | 17.2%
o | 30499 | 14.2%
n | 25103 | 11.7%
e | 24661 | 11.5%
| 24184 | 11.2%
s | 12927 | 6.0%
a | 12540 | 5.8%
d | 11905 | 5.5%
D | 11435 | 5.3%
l | 4180 | 1.9%
Other values (24) | 20555 | 9.6%

highest_level_of_education
Categorical

Missing

Distinct | 20
Distinct (%) | 0.1%
Missing | 775
Missing (%) | 4.8%
Memory size | 127.2 KiB

Passed G.C.E.(A/L) or equivalent | 2989
Passed G.C.E.(O/L) | 2697
Passed Grade 10 | 2484
Passed Degree / Diploma | 1333
Passed Grade 12 | 1219
Other values (15) | 4773

Length

Max length | 104
Median length | 35
Mean length | 20.53314
Min length | 3

Characters and Unicode

Total characters | 318,161
Distinct characters | 47
Distinct categories | 7 ?
Distinct scripts | 2 ?
Distinct blocks | 1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique | 0 ?
Unique (%) | 0.0%

Sample

1st row | Passed G.C.E.(A/L) or equivalent
2nd row | Passed G.C.E.(A/L) or equivalent
3rd row | Passed post Graduate Degree / Diploma
4th row | Passed post Graduate Degree / Diploma
5th row | Passed Grade 6

#### Common Values

Value | Count | Frequency (%)
Passed G.C.E.(A/L) or equivalent | 2989 | 18.4%
Passed G.C.E.(O/L) | 2697 | 16.6%
Passed Grade 10 | 2484 | 15.3%
Passed Degree / Diploma | 1333 | 8.2%
Passed Grade 12 | 1219 | 7.5%
Passed Grade 8 | 772 | 4.7%
Passed Grade 9 | 638 | 3.9%
Passed Grade 5 | 567 | 3.5%
Passed Grade 7 | 509 | 3.1%
Passed Grade 6 | 407 | 2.5%
Other values (10) | 1880 | 11.6%
(Missing) | 775 | 4.8%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
passed | 15010 | 30.1%
grade | 7737 | 15.5%
g.c.e.(a/l | 2989 | 6.0%
or | 2989 | 6.0%
equivalent | 2989 | 6.0%
g.c.e.(o/l | 2697 | 5.4%
10 | 2484 | 5.0%
| 1610 | 3.2%
degree | 1568 | 3.1%
diploma | 1568 | 3.1%
Other values (28) | 8170 | 16.4%

#### Most occurring characters

Value | Count | Frequency (%)
e | 35229 | 11.1%
| 34316 | 10.8%
s | 30417 | 9.6%
a | 29400 | 9.2%
d | 23453 | 7.4%
. | 17058 | 5.4%
P | 15094 | 4.7%
G | 14306 | 4.5%
r | 13261 | 4.2%
/ | 7601 | 2.4%
Other values (37) | 98026 | 30.8%

#### Most occurring categories

Value | Count | Frequency (%)
Lowercase Letter | 177616 | 55.8%
Uppercase Letter | 57786 | 18.2%
Space Separator | 34316 | 10.8%
Other Punctuation | 24659 | 7.8%
Decimal Number | 11440 | 3.6%
Close Punctuation | 6172 | 1.9%
Open Punctuation | 6172 | 1.9%

#### Most frequent character per category

##### Lowercase Letter

Value | Count | Frequency (%)
e | 35229 | 19.8%
s | 30417 | 17.1%
a | 29400 | 16.6%
d | 23453 | 13.2%
r | 13261 | 7.5%
i | 6643 | 3.7%
o | 5806 | 3.3%
l | 5709 | 3.2%
n | 5136 | 2.9%
t | 4477 | 2.5%
Other values (11) | 18085 | 10.2%

##### Uppercase Letter

Value | Count | Frequency (%)
P | 15094 | 26.1%
G | 14306 | 24.8%
E | 6052 | 10.5%
C | 5686 | 9.8%
L | 5686 | 9.8%
A | 3313 | 5.7%
D | 3220 | 5.6%
O | 2697 | 4.7%
S | 868 | 1.5%
Q | 648 | 1.1%

##### Decimal Number

Value | Count | Frequency (%)
1 | 4007 | 35.0%
0 | 2484 | 21.7%
2 | 1452 | 12.7%
8 | 772 | 6.7%
9 | 638 | 5.6%
5 | 567 | 5.0%
7 | 509 | 4.4%
6 | 407 | 3.6%
4 | 327 | 2.9%
3 | 277 | 2.4%

##### Other Punctuation

Value | Count | Frequency (%)
. | 17058 | 69.2%
/ | 7601 | 30.8%

##### Space Separator

Value | Count | Frequency (%)
| 34316 | 100.0%

##### Close Punctuation

Value | Count | Frequency (%)
) | 6172 | 100.0%

##### Open Punctuation

Value | Count | Frequency (%)
( | 6172 | 100.0%

#### Most occurring scripts

Value | Count | Frequency (%)
Latin | 235402 | 74.0%
Common | 82759 | 26.0%

#### Most frequent character per script

##### Latin

Value | Count | Frequency (%)
e | 35229 | 15.0%
s | 30417 | 12.9%
a | 29400 | 12.5%
d | 23453 | 10.0%
P | 15094 | 6.4%
G | 14306 | 6.1%
r | 13261 | 5.6%
i | 6643 | 2.8%
E | 6052 | 2.6%
o | 5806 | 2.5%
Other values (22) | 55741 | 23.7%

##### Common

Value | Count | Frequency (%)
| 34316 | 41.5%
. | 17058 | 20.6%
/ | 7601 | 9.2%
) | 6172 | 7.5%
( | 6172 | 7.5%
1 | 4007 | 4.8%
0 | 2484 | 3.0%
2 | 1452 | 1.8%
8 | 772 | 0.9%
9 | 638 | 0.8%
Other values (5) | 2087 | 2.5%

#### Most occurring blocks

Value | Count | Frequency (%)
ASCII | 318161 | 100.0%

#### Most frequent character per block

##### ASCII

Value | Count | Frequency (%)
e | 35229 | 11.1%
| 34316 | 10.8%
s | 30417 | 9.6%
a | 29400 | 9.2%
d | 23453 | 7.4%
. | 17058 | 5.4%
P | 15094 | 4.7%
G | 14306 | 4.5%
r | 13261 | 4.2%
/ | 7601 | 2.4%
Other values (37) | 98026 | 30.8%

main_activity_engaged_in
Categorical

High correlation Missing

Distinct | 10
Distinct (%) | 0.1%
Missing | 2133
Missing (%) | 13.1%
Memory size | 127.2 KiB

Engaged in economic activity/ currently employed/ engaged in own business | 5473
Household activities | 3465
Student | 2513
Too old / Disable/ unable to work | 859
Retired and obtaining government/semi-government pension payment and is currently engaged in economic activity (employed elsewhere other than the place where he/she is receiving the pension from / engaged in own business) | 707
Other values (5) | 1120

Length

Max length | 221
Median length | 169
Mean length | 54.345052
Min length | 5

Characters and Unicode

Total characters | 768,276
Distinct characters | 34
Distinct categories | 7 ?
Distinct scripts | 2 ?
Distinct blocks | 1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique | 0 ?
Unique (%) | 0.0%

Sample

1st row | Retired and obtaining government/semi-government pension payment and is currently engaged in economic activity (employed elsewhere other than the place where he/she is receiving the pension from / engaged in own business)
2nd row | Household activities
3rd row | Engaged in economic activity/ currently employed/ engaged in own business
4th row | Engaged in economic activity/ currently employed/ engaged in own business
5th row | Retired - Obtaining government/semi-government pension payment and currently not engaged in economic activity (not employed elsewhere or not engaged in any own business)

#### Common Values

Value | Count | Frequency (%)
Engaged in economic activity/ currently employed/ engaged in own business | 5473 | 33.6%
Household activities | 3465 | 21.3%
Student | 2513 | 15.4%
Too old / Disable/ unable to work | 859 | 5.3%
Retired and obtaining government/semi-government pension payment and is currently engaged in economic activity (employed elsewhere other than the place where he/she is receiving the pension from / engaged in own business) | 707 | 4.3%
Retired - Obtaining government/semi-government pension payment and currently not engaged in economic activity (not employed elsewhere or not engaged in any own business) | 364 | 2.2%
Retired from the private/semi-government sector and does not obtain any pension payment | 266 | 1.6%
Seeking for and available to work | 215 | 1.3%
Received other pension payments | 159 | 1.0%
Other | 116 | 0.7%
(Missing) | 2133 | 13.1%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
engaged | 13088 | 12.4%
in | 13088 | 12.4%
economic | 6544 | 6.2%
activity | 6544 | 6.2%
currently | 6544 | 6.2%
employed | 6544 | 6.2%
own | 6544 | 6.2%
business | 6544 | 6.2%
household | 3465 | 3.3%
activities | 3465 | 3.3%
Other values (36) | 33339 | 31.5%

#### Most occurring characters

Value | Count | Frequency (%)
| 91572 | 11.9%
e | 90925 | 11.8%
n | 74726 | 9.7%
i | 61486 | 8.0%
o | 47723 | 6.2%
t | 44499 | 5.8%
s | 34844 | 4.5%
a | 32862 | 4.3%
c | 31480 | 4.1%
g | 30577 | 4.0%
Other values (24) | 227582 | 29.6%

#### Most occurring categories

Value | Count | Frequency (%)
Lowercase Letter | 642086 | 83.6%
Space Separator | 91572 | 11.9%
Other Punctuation | 15415 | 2.0%
Uppercase Letter | 15360 | 2.0%
Dash Punctuation | 1701 | 0.2%
Close Punctuation | 1071 | 0.1%
Open Punctuation | 1071 | 0.1%

#### Most frequent character per category

##### Lowercase Letter

Value | Count | Frequency (%)
e | 90925 | 14.2%
n | 74726 | 11.6%
i | 61486 | 9.6%
o | 47723 | 7.4%
t | 44499 | 6.9%
s | 34844 | 5.4%
a | 32862 | 5.1%
c | 31480 | 4.9%
g | 30577 | 4.8%
d | 30490 | 4.7%
Other values (12) | 162474 | 25.3%

##### Uppercase Letter

Value | Count | Frequency (%)
E | 5473 | 35.6%
H | 3465 | 22.6%
S | 2728 | 17.8%
R | 1496 | 9.7%
T | 859 | 5.6%
D | 859 | 5.6%
O | 480 | 3.1%

##### Space Separator

Value | Count | Frequency (%)
| 91572 | 100.0%

##### Other Punctuation

Value | Count | Frequency (%)
/ | 15415 | 100.0%

##### Dash Punctuation

Value | Count | Frequency (%)
- | 1701 | 100.0%

##### Close Punctuation

Value | Count | Frequency (%)
) | 1071 | 100.0%

##### Open Punctuation

Value | Count | Frequency (%)
( | 1071 | 100.0%

#### Most occurring scripts

Value | Count | Frequency (%)
Latin | 657446 | 85.6%
Common | 110830 | 14.4%

#### Most frequent character per script

##### Latin

Value | Count | Frequency (%)
e | 90925 | 13.8%
n | 74726 | 11.4%
i | 61486 | 9.4%
o | 47723 | 7.3%
t | 44499 | 6.8%
s | 34844 | 5.3%
a | 32862 | 5.0%
c | 31480 | 4.8%
g | 30577 | 4.7%
d | 30490 | 4.6%
Other values (19) | 177834 | 27.0%

##### Common

Value | Count | Frequency (%)
| 91572 | 82.6%
/ | 15415 | 13.9%
- | 1701 | 1.5%
) | 1071 | 1.0%
( | 1071 | 1.0%

#### Most occurring blocks

Value | Count | Frequency (%)
ASCII | 768276 | 100.0%

#### Most frequent character per block

##### ASCII

Value | Count | Frequency (%)
| 91572 | 11.9%
e | 90925 | 11.8%
n | 74726 | 9.7%
i | 61486 | 8.0%
o | 47723 | 6.2%
t | 44499 | 5.8%
s | 34844 | 4.5%
a | 32862 | 4.3%
c | 31480 | 4.1%
g | 30577 | 4.0%
Other values (24) | 227582 | 29.6%

main_occupation
Categorical

Missing

Distinct | 11
Distinct (%) | 0.2%
Missing | 9902
Missing (%) | 60.9%
Memory size | 127.2 KiB

Service worker and shop and market sales worker | 1777
Professional | 1272
Elementary occupation | 605
Clerk | 527
Technician and associate professional | 501
Other values (6) | 1686

Length

Max length | 47
Median length | 39
Mean length | 29.174466
Min length | 5

Characters and Unicode

Total characters | 185,783
Distinct characters | 32
Distinct categories | 4 ?
Distinct scripts | 2 ?
Distinct blocks | 1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique | 0 ?
Unique (%) | 0.0%

Sample

1st row | Related to forces
2nd row | Professional
3rd row | Professional
4th row | Craft and related worker
5th row | Clerk

#### Common Values

Value | Count | Frequency (%)
Service worker and shop and market sales worker | 1777 | 10.9%
Professional | 1272 | 7.8%
Elementary occupation | 605 | 3.7%
Clerk | 527 | 3.2%
Technician and associate professional | 501 | 3.1%
Legislator, senior official, and manager | 469 | 2.9%
Skilled agricultural and fishery worker | 333 | 2.0%
No occupation | 296 | 1.8%
Craft and related worker | 271 | 1.7%
Plant and machine operator and assembler | 245 | 1.5%
(Missing) | 9902 | 60.9%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
and | 5618 | 21.1%
worker | 4158 | 15.6%
service | 1777 | 6.7%
shop | 1777 | 6.7%
market | 1777 | 6.7%
sales | 1777 | 6.7%
professional | 1773 | 6.7%
occupation | 901 | 3.4%
elementary | 605 | 2.3%
clerk | 527 | 2.0%
Other values (18) | 5911 | 22.2%

#### Most occurring characters

Value | Count | Frequency (%)
| 20233 | 10.9%
e | 19589 | 10.5%
r | 18530 | 10.0%
a | 18090 | 9.7%
o | 14121 | 7.6%
s | 11712 | 6.3%
n | 11327 | 6.1%
i | 9074 | 4.9%
l | 7785 | 4.2%
k | 6795 | 3.7%
Other values (22) | 48527 | 26.1%

#### Most occurring categories

Value | Count | Frequency (%)
Lowercase Letter | 158244 | 85.2%
Space Separator | 20233 | 10.9%
Uppercase Letter | 6368 | 3.4%
Other Punctuation | 938 | 0.5%

#### Most frequent character per category

##### Lowercase Letter

Value | Count | Frequency (%)
e | 19589 | 12.4%
r | 18530 | 11.7%
a | 18090 | 11.4%
o | 14121 | 8.9%
s | 11712 | 7.4%
n | 11327 | 7.2%
i | 9074 | 5.7%
l | 7785 | 4.9%
k | 6795 | 4.3%
d | 6294 | 4.0%
Other values (12) | 34927 | 22.1%

##### Uppercase Letter

Value | Count | Frequency (%)
S | 2110 | 33.1%
P | 1517 | 23.8%
C | 798 | 12.5%
E | 605 | 9.5%
T | 501 | 7.9%
L | 469 | 7.4%
N | 296 | 4.6%
R | 72 | 1.1%

##### Space Separator

Value | Count | Frequency (%)
| 20233 | 100.0%

##### Other Punctuation

Value | Count | Frequency (%)
, | 938 | 100.0%

#### Most occurring scripts

Value | Count | Frequency (%)
Latin | 164612 | 88.6%
Common | 21171 | 11.4%

#### Most frequent character per script

##### Latin

Value | Count | Frequency (%)
e | 19589 | 11.9%
r | 18530 | 11.3%
a | 18090 | 11.0%
o | 14121 | 8.6%
s | 11712 | 7.1%
n | 11327 | 6.9%
i | 9074 | 5.5%
l | 7785 | 4.7%
k | 6795 | 4.1%
d | 6294 | 3.8%
Other values (20) | 41295 | 25.1%

##### Common

Value | Count | Frequency (%)
| 20233 | 95.6%
, | 938 | 4.4%

#### Most occurring blocks

Value | Count | Frequency (%)
ASCII | 185783 | 100.0%

#### Most frequent character per block

##### ASCII

Value | Count | Frequency (%)
| 20233 | 10.9%
e | 19589 | 10.5%
r | 18530 | 10.0%
a | 18090 | 9.7%
o | 14121 | 7.6%
s | 11712 | 6.3%
n | 11327 | 6.1%
i | 9074 | 4.9%
l | 7785 | 4.2%
k | 6795 | 3.7%
Other values (22) | 48527 | 26.1%

daily_wage_owner_or_not
Boolean

Missing

Distinct | 2
Distinct (%) | < 0.1%
Missing | 10090
Missing (%) | 62.0%
Memory size | 31.9 KiB

False | 4064
True | 2116
(Missing) | 10090

Value | Count | Frequency (%)
False | 4064 | 25.0%
True | 2116 | 13.0%
(Missing) | 10090 | 62.0%

employment_status_of_the_main_occupation
Categorical

High correlation Missing

Distinct | 6
Distinct (%) | 0.1%
Missing | 9902
Missing (%) | 60.9%
Memory size | 127.2 KiB

Private sector employee | 3698
Own account worker | 1084
Government employee | 859
Employer | 415
Semi government employee | 159

Length

Max length | 26
Median length | 23
Mean length | 20.7288
Min length | 8

Characters and Unicode

Total characters | 132,001
Distinct characters | 27
Distinct categories | 3 ?
Distinct scripts | 2 ?
Distinct blocks | 1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique | 0 ?
Unique (%) | 0.0%

Sample

1st row | Government employee
2nd row | Government employee
3rd row | Government employee
4th row | Private sector employee
5th row | Government employee

#### Common Values

Value | Count | Frequency (%)
Private sector employee | 3698 | 22.7%
Own account worker | 1084 | 6.7%
Government employee | 859 | 5.3%
Employer | 415 | 2.6%
Semi government employee | 159 | 1.0%
Contributing family worker | 153 | 0.9%
(Missing) | 9902 | 60.9%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
employee | 4716 | 27.1%
private | 3698 | 21.2%
sector | 3698 | 21.2%
worker | 1237 | 7.1%
own | 1084 | 6.2%
account | 1084 | 6.2%
government | 1018 | 5.8%
employer | 415 | 2.4%
semi | 159 | 0.9%
contributing | 153 | 0.9%

#### Most occurring characters

Value | Count | Frequency (%)
e | 25391 | 19.2%
o | 12321 | 9.3%
r | 11456 | 8.7%
| 11047 | 8.4%
t | 9804 | 7.4%
m | 6461 | 4.9%
c | 5866 | 4.4%
l | 5284 | 4.0%
y | 5284 | 4.0%
p | 5131 | 3.9%
Other values (17) | 33956 | 25.7%

#### Most occurring categories

Value | Count | Frequency (%)
Lowercase Letter | 114586 | 86.8%
Space Separator | 11047 | 8.4%
Uppercase Letter | 6368 | 4.8%

#### Most frequent character per category

##### Lowercase Letter

Value | Count | Frequency (%)
e | 25391 | 22.2%
o | 12321 | 10.8%
r | 11456 | 10.0%
t | 9804 | 8.6%
m | 6461 | 5.6%
c | 5866 | 5.1%
l | 5284 | 4.6%
y | 5284 | 4.6%
p | 5131 | 4.5%
a | 4935 | 4.3%
Other values (10) | 22653 | 19.8%

##### Uppercase Letter

Value | Count | Frequency (%)
P | 3698 | 58.1%
O | 1084 | 17.0%
G | 859 | 13.5%
E | 415 | 6.5%
S | 159 | 2.5%
C | 153 | 2.4%

##### Space Separator

Value | Count | Frequency (%)
| 11047 | 100.0%

#### Most occurring scripts

Value | Count | Frequency (%)
Latin | 120954 | 91.6%
Common | 11047 | 8.4%

#### Most frequent character per script

##### Latin

Value | Count | Frequency (%)
e | 25391 | 21.0%
o | 12321 | 10.2%
r | 11456 | 9.5%
t | 9804 | 8.1%
m | 6461 | 5.3%
c | 5866 | 4.8%
l | 5284 | 4.4%
y | 5284 | 4.4%
p | 5131 | 4.2%
a | 4935 | 4.1%
Other values (16) | 29021 | 24.0%

##### Common

Value | Count | Frequency (%)
| 11047 | 100.0%

#### Most occurring blocks

Value | Count | Frequency (%)
ASCII | 132001 | 100.0%

#### Most frequent character per block

##### ASCII

Value | Count | Frequency (%)
e | 25391 | 19.2%
o | 12321 | 9.3%
r | 11456 | 8.7%
| 11047 | 8.4%
t | 9804 | 7.4%
m | 6461 | 4.9%
c | 5866 | 4.4%
l | 5284 | 4.0%
y | 5284 | 4.0%
p | 5131 | 3.9%
Other values (17) | 33956 | 25.7%

no_of_hours_stayed_at_home_during_last_week
Real number (ℝ)

Zeros

Distinct | 326
Distinct (%) | 2.0%
Missing | 0
Missing (%) | 0.0%
Infinite | 0
Infinite (%) | 0.0%
Mean | 124.84774

Minimum | 0
Maximum | 168
Zeros | 699
Zeros (%) | 4.3%
Negative | 0
Negative (%) | 0.0%
Memory size | 127.2 KiB

Quantile statistics

Minimum | 0
5-th percentile | 10
Q1 | 96
median | 140
Q3 | 168
95-th percentile | 168
Maximum | 168
Range | 168
Interquartile range (IQR) | 72

Descriptive statistics

Standard deviation | 47.768165
Coefficient of variation (CV) | 0.38261138
Kurtosis | 0.29131003
Mean | 124.84774
Median Absolute Deviation (MAD) | 28
Skewness | -1.0383694
Sum | 2031272.7
Variance | 2281.7976
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=50)

Value | Count | Frequency (%)
168 | 5380 | 33.1%
84 | 761 | 4.7%
0 | 699 | 4.3%
160 | 449 | 2.8%
150 | 439 | 2.7%
120 | 422 | 2.6%
140 | 360 | 2.2%
100 | 333 | 2.0%
108 | 301 | 1.9%
96 | 282 | 1.7%
Other values (316) | 6844 | 42.1%

Value | Count | Frequency (%)
0 | 699 | 4.3%
0.142 | 1 | < 0.1%
0.147 | 1 | < 0.1%
0.159 | 1 | < 0.1%
0.168 | 1 | < 0.1%
0.25 | 1 | < 0.1%
0.3 | 1 | < 0.1%
1 | 13 | 0.1%
2 | 13 | 0.1%
2.3 | 2 | < 0.1%

Value | Count | Frequency (%)
168 | 5380 | 33.1%
167.5 | 1 | < 0.1%
167.3 | 1 | < 0.1%
167.25 | 1 | < 0.1%
167 | 36 | 0.2%
166.5 | 1 | < 0.1%
166 | 87 | 0.5%
165.9 | 1 | < 0.1%
165.75 | 1 | < 0.1%
165.7 | 1 | < 0.1%

member_went_out_for_work_or_not_during_last_week
Categorical

Missing

Distinct | 3
Distinct (%) | 0.1%
Missing | 11967
Missing (%) | 73.6%
Memory size | 127.2 KiB

Yes, went daily during working days | 2764
No, worked from home | 857
Yes, went on most of the days | 682

Length

Max length | 35
Median length | 35
Mean length | 31.061585
Min length | 20

Characters and Unicode

Total characters | 133,658
Distinct characters | 22
Distinct categories | 4 ?
Distinct scripts | 2 ?
Distinct blocks | 1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique | 0 ?
Unique (%) | 0.0%

Sample

1st row | No, worked from home
2nd row | Yes, went daily during working days
3rd row | Yes, went daily during working days
4th row | Yes, went on most of the days
5th row | No, worked from home

#### Common Values

Value | Count | Frequency (%)
Yes, went daily during working days | 2764 | 17.0%
No, worked from home | 857 | 5.3%
Yes, went on most of the days | 682 | 4.2%
(Missing) | 11967 | 73.6%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
yes | 3446 | 13.9%
went | 3446 | 13.9%
days | 3446 | 13.9%
daily | 2764 | 11.2%
during | 2764 | 11.2%
working | 2764 | 11.2%
no | 857 | 3.5%
worked | 857 | 3.5%
from | 857 | 3.5%
home | 857 | 3.5%
Other values (4) | 2728 | 11.0%

#### Most occurring characters

Value | Count | Frequency (%)
| 20483 | 15.3%
d | 9831 | 7.4%
n | 9656 | 7.2%
e | 9288 | 6.9%
i | 8292 | 6.2%
o | 8238 | 6.2%
s | 7574 | 5.7%
r | 7242 | 5.4%
w | 7067 | 5.3%
a | 6210 | 4.6%
Other values (12) | 39777 | 29.8%

#### Most occurring categories

Value | Count | Frequency (%)
Lowercase Letter | 104569 | 78.2%
Space Separator | 20483 | 15.3%
Other Punctuation | 4303 | 3.2%
Uppercase Letter | 4303 | 3.2%

#### Most frequent character per category

##### Lowercase Letter

Value | Count | Frequency (%)
d | 9831 | 9.4%
n | 9656 | 9.2%
e | 9288 | 8.9%
i | 8292 | 7.9%
o | 8238 | 7.9%
s | 7574 | 7.2%
r | 7242 | 6.9%
w | 7067 | 6.8%
a | 6210 | 5.9%
y | 6210 | 5.9%
Other values (8) | 24961 | 23.9%

##### Uppercase Letter

Value | Count | Frequency (%)
Y | 3446 | 80.1%
N | 857 | 19.9%

##### Space Separator

Value | Count | Frequency (%)
| 20483 | 100.0%

##### Other Punctuation

Value | Count | Frequency (%)
, | 4303 | 100.0%

#### Most occurring scripts

Value | Count | Frequency (%)
Latin | 108872 | 81.5%
Common | 24786 | 18.5%

#### Most frequent character per script

##### Latin

Value | Count | Frequency (%)
d | 9831 | 9.0%
n | 9656 | 8.9%
e | 9288 | 8.5%
i | 8292 | 7.6%
o | 8238 | 7.6%
s | 7574 | 7.0%
r | 7242 | 6.7%
w | 7067 | 6.5%
a | 6210 | 5.7%
y | 6210 | 5.7%
Other values (10) | 29264 | 26.9%

##### Common

Value | Count | Frequency (%)
| 20483 | 82.6%
, | 4303 | 17.4%

#### Most occurring blocks

Value | Count | Frequency (%)
ASCII | 133658 | 100.0%

#### Most frequent character per block

##### ASCII

Value | Count | Frequency (%)
| 20483 | 15.3%
d | 9831 | 7.4%
n | 9656 | 7.2%
e | 9288 | 6.9%
i | 8292 | 6.2%
o | 8238 | 6.2%
s | 7574 | 5.7%
r | 7242 | 5.4%
w | 7067 | 5.3%
a | 6210 | 4.6%
Other values (12) | 39777 | 29.8%

# Interactions

# Correlations

| age | current_attendance_in_any_education_instituition | daily_wage_owner_or_not | employment_status_of_the_main_occupation | ethnicity | gender | highest_level_of_education | main_activity_engaged_in | main_occupation | marital_status | member_ID | member_went_out_for_work_or_not_during_last_week | no_of_hours_stayed_at_home_during_last_week | relationship_to_the_head_of_household | religion
--- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | ---
age | 1.000 | 0.398 | 0.125 | 0.156 | 0.051 | 0.059 | 0.302 | 0.357 | 0.087 | 0.319 | 0.253 | 0.159 | 0.142 | 0.346 | 0.045
current_attendance_in_any_education_instituition | 0.398 | 1.000 | 0.077 | 0.049 | 0.033 | 0.037 | 0.257 | 0.327 | 0.059 | 0.276 | 0.222 | 0.038 | 0.096 | 0.280 | 0.030
daily_wage_owner_or_not | 0.125 | 0.077 | 1.000 | 0.428 | 0.107 | 0.135 | 0.331 | 0.123 | 0.285 | 0.087 | 0.107 | 0.118 | 0.125 | 0.113 | 0.112
employment_status_of_the_main_occupation | 0.156 | 0.049 | 0.428 | 1.000 | 0.060 | 0.147 | 0.156 | 0.527 | 0.339 | 0.113 | 0.122 | 0.217 | 0.112 | 0.145 | 0.075
ethnicity | 0.051 | 0.033 | 0.107 | 0.060 | 1.000 | 0.000 | 0.064 | 0.051 | 0.047 | 0.036 | 0.055 | 0.000 | 0.020 | 0.063 | 0.512
gender | 0.059 | 0.037 | 0.135 | 0.147 | 0.000 | 1.000 | 0.042 | 0.473 | 0.209 | 0.162 | 0.479 | 0.124 | 0.283 | 0.526 | 0.000
highest_level_of_education | 0.302 | 0.257 | 0.331 | 0.156 | 0.064 | 0.042 | 1.000 | 0.143 | 0.210 | 0.115 | 0.097 | 0.106 | 0.066 | 0.123 | 0.065
main_activity_engaged_in | 0.357 | 0.327 | 0.123 | 0.527 | 0.051 | 0.473 | 0.143 | 1.000 | 0.454 | 0.259 | 0.226 | 0.177 | 0.199 | 0.307 | 0.053
main_occupation | 0.087 | 0.059 | 0.285 | 0.339 | 0.047 | 0.209 | 0.210 | 0.454 | 1.000 | 0.074 | 0.062 | 0.182 | 0.067 | 0.088 | 0.054
marital_status | 0.319 | 0.276 | 0.087 | 0.113 | 0.036 | 0.162 | 0.115 | 0.259 | 0.074 | 1.000 | 0.240 | 0.073 | 0.070 | 0.331 | 0.033
member_ID | 0.253 | 0.222 | 0.107 | 0.122 | 0.055 | 0.479 | 0.097 | 0.226 | 0.062 | 0.240 | 1.000 | 0.017 | 0.083 | 0.401 | 0.049
member_went_out_for_work_or_not_during_last_week | 0.159 | 0.038 | 0.118 | 0.217 | 0.000 | 0.124 | 0.106 | 0.177 | 0.182 | 0.073 | 0.017 | 1.000 | 0.420 | 0.121 | 0.047
no_of_hours_stayed_at_home_during_last_week | 0.142 | 0.096 | 0.125 | 0.112 | 0.020 | 0.283 | 0.066 | 0.199 | 0.067 | 0.070 | 0.083 | 0.420 | 1.000 | 0.125 | 0.033
relationship_to_the_head_of_household | 0.346 | 0.280 | 0.113 | 0.145 | 0.063 | 0.526 | 0.123 | 0.307 | 0.088 | 0.331 | 0.401 | 0.121 | 0.125 | 1.000 | 0.071
religion | 0.045 | 0.030 | 0.112 | 0.075 | 0.512 | 0.000 | 0.065 | 0.053 | 0.054 | 0.033 | 0.049 | 0.047 | 0.033 | 0.071 | 1.000

# Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

# Sample

| household_ID | member_ID | age | relationship_to_the_head_of_household | gender | ethnicity | religion | marital_status | current_attendance_in_any_education_instituition | highest_level_of_education | main_activity_engaged_in | main_occupation | daily_wage_owner_or_not | employment_status_of_the_main_occupation | no_of_hours_stayed_at_home_during_last_week | member_went_out_for_work_or_not_during_last_week
--- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | ---
0 | ID0001 | I1 | 71 | Head of the household | Male | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(A/L) or equivalent | Retired and obtaining government/semi-government pension payment and is currently engaged in economic activity (employed elsewhere other than the place where he/she is receiving the pension from / engaged in own business) | Related to forces | No | Government employee | 168.0 | No, worked from home
1 | ID0001 | I2 | 66 | Wife/Husband | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(A/L) or equivalent | Household activities | NaN | NaN | NaN | 168.0 | NaN
2 | ID0001 | I3 | 32 | Son/daughter | Male | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed post Graduate Degree / Diploma | Engaged in economic activity/ currently employed/ engaged in own business | Professional | No | Government employee | 70.0 | Yes, went daily during working days
3 | ID0001 | I4 | 30 | Son-in-law/Daughter in law | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed post Graduate Degree / Diploma | Engaged in economic activity/ currently employed/ engaged in own business | Professional | No | Government employee | 150.0 | Yes, went daily during working days
4 | ID0002 | I1 | 85 | Head of the household | Male | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed Grade 6 | Retired - Obtaining government/semi-government pension payment and currently not engaged in economic activity (not employed elsewhere or not engaged in any own business) | NaN | NaN | NaN | 168.0 | NaN
5 | ID0002 | I2 | 66 | Parents of the head of the Household/ spouse | Male | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(A/L) or equivalent | Retired and obtaining government/semi-government pension payment and is currently engaged in economic activity (employed elsewhere other than the place where he/she is receiving the pension from / engaged in own business) | Craft and related worker | No | Private sector employee | 0.0 | Yes, went on most of the days
6 | ID0002 | I3 | 59 | Son/daughter | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(A/L) or equivalent | Retired and obtaining government/semi-government pension payment and is currently engaged in economic activity (employed elsewhere other than the place where he/she is receiving the pension from / engaged in own business) | Clerk | No | Government employee | 168.0 | No, worked from home
7 | ID0003 | I1 | 44 | Head of the household | Male | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed Degree / Diploma | Retired and obtaining government/semi-government pension payment and is currently engaged in economic activity (employed elsewhere other than the place where he/she is receiving the pension from / engaged in own business) | Professional | No | Government employee | 100.0 | Yes, went daily during working days
8 | ID0003 | I2 | 41 | Wife/Husband | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed post Graduate Degree / Diploma | Retired and obtaining government/semi-government pension payment and is currently engaged in economic activity (employed elsewhere other than the place where he/she is receiving the pension from / engaged in own business) | Professional | No | Government employee | 100.0 | Yes, went daily during working days
9 | ID0003 | I3 | 74 | Parents of the head of the Household/ spouse | Female | Sinhala | Buddhism | Widowed | Does not attend | Passed Degree / Diploma | Retired - Obtaining government/semi-government pension payment and currently not engaged in economic activity (not employed elsewhere or not engaged in any own business) | NaN | NaN | NaN | 168.0 | NaN

| household_ID | member_ID | age | relationship_to_the_head_of_household | gender | ethnicity | religion | marital_status | current_attendance_in_any_education_instituition | highest_level_of_education | main_activity_engaged_in | main_occupation | daily_wage_owner_or_not | employment_status_of_the_main_occupation | no_of_hours_stayed_at_home_during_last_week | member_went_out_for_work_or_not_during_last_week
--- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | ---
16260 | ID4060 | I1 | 78 | Head of the household | Female | Sinhala | Buddhism | Never married | Does not attend | Passed Grade 10 | Household activities | NaN | NaN | NaN | 130.0 | NaN
16261 | ID4061 | I1 | 82 | Head of the household | Female | Sinhala | Buddhism | Widowed | Does not attend | Passed G.C.E.(O/L) | Household activities | NaN | NaN | NaN | 168.0 | NaN
16262 | ID4061 | I2 | 53 | Son/daughter | Male | Sinhala | Buddhism | Never married | Does not attend | Passed G.C.E.(O/L) | Engaged in economic activity/ currently employed/ engaged in own business | Elementary occupation | Yes | Private sector employee | 70.0 | NaN
16263 | ID4062 | I1 | 73 | Head of the household | Male | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(O/L) | Engaged in economic activity/ currently employed/ engaged in own business | Service worker and shop and market sales worker | Yes | Own account worker | 168.0 | NaN
16264 | ID4062 | I2 | 66 | Wife/Husband | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(O/L) | Household activities | NaN | NaN | NaN | 168.0 | NaN
16265 | ID4063 | I1 | 62 | Head of the household | Female | Sinhala | Buddhism | Widowed | Does not attend | Passed Grade 10 | Household activities | NaN | NaN | NaN | 48.0 | NaN
16266 | ID4063 | I2 | 49 | Son-in-law/Daughter in law | Male | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed Grade 10 | Engaged in economic activity/ currently employed/ engaged in own business | Service worker and shop and market sales worker | Yes | Private sector employee | 120.0 | NaN
16267 | ID4063 | I3 | 42 | Son/daughter | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(A/L) or equivalent | Household activities | NaN | NaN | NaN | 48.0 | NaN
16268 | ID4063 | I4 | 37 | Son/daughter | Male | Sinhala | Buddhism | Never married | Does not attend | Passed Grade 10 | Household activities | NaN | NaN | NaN | 168.0 | NaN
16269 | ID4063 | I5 | 36 | Son/daughter | Male | Sinhala | Buddhism | Never married | Does not attend | Passed Grade 10 | Engaged in economic activity/ currently employed/ engaged in own business | Technician and associate professional | No | Private sector employee | 0.0 | NaN