# Overview

Brought to you by YData

Dataset statistics

Number of variables | 16
Number of observations | 449
Missing cells | 896
Missing cells (%) | 12.5%
Duplicate rows | 0
Duplicate rows (%) | 0.0%
Total size in memory | 56.2 KiB
Average record size in memory | 128.3 B

Variable types

Text | 1
Categorical | 11
Numeric | 3
Boolean | 1

Alerts

`age` is highly overall correlated with `year_of_birth` | High correlation
`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
`main_activity_engaged_in` is highly overall correlated with `employment_status_of_the_main_occupation` and 1 other fields | High correlation
`main_occupation` is highly overall correlated with `main_activity_engaged_in` | High correlation
`religion` is highly overall correlated with `ethnicity` | High correlation
`year_of_birth` is highly overall correlated with `age` | High correlation
`ethnicity` is highly imbalanced (63.5%) | Imbalance
`current_attendance_in_any_education_instituition` is highly imbalanced (66.9%) | Imbalance
`current_attendance_in_any_education_instituition` has 28 (6.2%) missing values | Missing
`highest_level_of_education` has 32 (7.1%) missing values | Missing
`main_activity_engaged_in` has 48 (10.7%) missing values | Missing
`main_occupation` has 261 (58.1%) missing values | Missing
`daily_wage_owner_or_not` has 266 (59.2%) missing values | Missing
`employment_status_of_the_main_occupation` has 261 (58.1%) missing values | Missing
`age` has 21 (4.7%) zeros | Zeros
`no_of_hours_stayed_at_home_during_last_week` has 13 (2.9%) zeros | Zeros

Reproduction

Analysis started | 2025-02-27 04:59:17.736458
Analysis finished | 2025-02-27 04:59:19.510961
Duration | 1.77 second
Software version | ydata-profiling vv4.11.0
Download configuration | config.json

# Variables

household_ID
Text

Distinct | 258
Distinct (%) | 57.5%
Missing | 0
Missing (%) | 0.0%
Memory size | 3.6 KiB

Length

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

Characters and Unicode

Total characters | 2694
Distinct characters | 12
Distinct categories | 1 ?
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 | 158 ?
Unique (%) | 35.2%

Sample

1st row | ID0757
2nd row | ID0757
3rd row | ID0757
4th row | ID0757
5th row | ID2003

Value | Count | Frequency (%)
id2988 | 8 | 1.8%
id0465 | 7 | 1.6%
id0317 | 7 | 1.6%
id3450 | 6 | 1.3%
id2084 | 6 | 1.3%
id0646 | 6 | 1.3%
id0817 | 5 | 1.1%
id0883 | 5 | 1.1%
id0943 | 5 | 1.1%
id1116 | 5 | 1.1%
Other values (248) | 389 | 86.6%

#### Most occurring characters

Value | Count | Frequency (%)
I | 449 | 16.7%
D | 449 | 16.7%
0 | 313 | 11.6%
2 | 264 | 9.8%
3 | 236 | 8.8%
1 | 222 | 8.2%
8 | 154 | 5.7%
6 | 130 | 4.8%
4 | 126 | 4.7%
5 | 121 | 4.5%
Other values (2) | 230 | 8.5%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 2694 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
I | 449 | 16.7%
D | 449 | 16.7%
0 | 313 | 11.6%
2 | 264 | 9.8%
3 | 236 | 8.8%
1 | 222 | 8.2%
8 | 154 | 5.7%
6 | 130 | 4.8%
4 | 126 | 4.7%
5 | 121 | 4.5%
Other values (2) | 230 | 8.5%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 2694 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
I | 449 | 16.7%
D | 449 | 16.7%
0 | 313 | 11.6%
2 | 264 | 9.8%
3 | 236 | 8.8%
1 | 222 | 8.2%
8 | 154 | 5.7%
6 | 130 | 4.8%
4 | 126 | 4.7%
5 | 121 | 4.5%
Other values (2) | 230 | 8.5%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 2694 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
I | 449 | 16.7%
D | 449 | 16.7%
0 | 313 | 11.6%
2 | 264 | 9.8%
3 | 236 | 8.8%
1 | 222 | 8.2%
8 | 154 | 5.7%
6 | 130 | 4.8%
4 | 126 | 4.7%
5 | 121 | 4.5%
Other values (2) | 230 | 8.5%

MEMBER_ID
Categorical

Distinct | 13
Distinct (%) | 2.9%
Missing | 0
Missing (%) | 0.0%
Memory size | 3.6 KiB

I5 | 103
I4 | 85
I6 | 75
I3 | 61
I7 | 42
Other values (8) | 83

Length

Max length | 3
Median length | 2
Mean length | 2.0334076
Min length | 2

Characters and Unicode

Total characters | 913
Distinct characters | 11
Distinct categories | 1 ?
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 | 2 ?
Unique (%) | 0.4%

Sample

1st row | I2
2nd row | I3
3rd row | I4
4th row | I5
5th row | I3

#### Common Values

Value | Count | Frequency (%)
I5 | 103 | 22.9%
I4 | 85 | 18.9%
I6 | 75 | 16.7%
I3 | 61 | 13.6%
I7 | 42 | 9.4%
I2 | 28 | 6.2%
I8 | 28 | 6.2%
I9 | 12 | 2.7%
I10 | 9 | 2.0%
I11 | 2 | 0.4%
Other values (3) | 4 | 0.9%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
i5 | 103 | 22.9%
i4 | 85 | 18.9%
i6 | 75 | 16.7%
i3 | 61 | 13.6%
i7 | 42 | 9.4%
i2 | 28 | 6.2%
i8 | 28 | 6.2%
i9 | 12 | 2.7%
i10 | 9 | 2.0%
i11 | 2 | 0.4%
Other values (3) | 4 | 0.9%

#### Most occurring characters

Value | Count | Frequency (%)
I | 449 | 49.2%
5 | 103 | 11.3%
4 | 86 | 9.4%
6 | 75 | 8.2%
3 | 62 | 6.8%
7 | 42 | 4.6%
2 | 30 | 3.3%
8 | 28 | 3.1%
1 | 17 | 1.9%
9 | 12 | 1.3%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 913 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
I | 449 | 49.2%
5 | 103 | 11.3%
4 | 86 | 9.4%
6 | 75 | 8.2%
3 | 62 | 6.8%
7 | 42 | 4.6%
2 | 30 | 3.3%
8 | 28 | 3.1%
1 | 17 | 1.9%
9 | 12 | 1.3%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 913 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
I | 449 | 49.2%
5 | 103 | 11.3%
4 | 86 | 9.4%
6 | 75 | 8.2%
3 | 62 | 6.8%
7 | 42 | 4.6%
2 | 30 | 3.3%
8 | 28 | 3.1%
1 | 17 | 1.9%
9 | 12 | 1.3%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 913 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
I | 449 | 49.2%
5 | 103 | 11.3%
4 | 86 | 9.4%
6 | 75 | 8.2%
3 | 62 | 6.8%
7 | 42 | 4.6%
2 | 30 | 3.3%
8 | 28 | 3.1%
1 | 17 | 1.9%
9 | 12 | 1.3%

year_of_birth
Real number (ℝ)

High correlation

Distinct | 87
Distinct (%) | 19.4%
Missing | 0
Missing (%) | 0.0%
Infinite | 0
Infinite (%) | 0.0%
Mean | 1983.3474

Minimum | 1928
Maximum | 2024
Zeros | 0
Zeros (%) | 0.0%
Negative | 0
Negative (%) | 0.0%
Memory size | 3.6 KiB

Quantile statistics

Minimum | 1928
5-th percentile | 1948
Q1 | 1964
median | 1985
Q3 | 2000
95-th percentile | 2023
Maximum | 2024
Range | 96
Interquartile range (IQR) | 36

Descriptive statistics

Standard deviation | 22.61754
Coefficient of variation (CV) | 0.011403721
Kurtosis | -0.91069294
Mean | 1983.3474
Median Absolute Deviation (MAD) | 18
Skewness | -0.0061547714
Sum | 890523
Variance | 511.55312
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=50)

Value | Count | Frequency (%)
2024 | 21 | 4.7%
1997 | 13 | 2.9%
1968 | 13 | 2.9%
2002 | 11 | 2.4%
1955 | 11 | 2.4%
2000 | 11 | 2.4%
1963 | 10 | 2.2%
1999 | 10 | 2.2%
1989 | 10 | 2.2%
1964 | 9 | 2.0%
Other values (77) | 330 | 73.5%

Value | Count | Frequency (%)
1928 | 1 | 0.2%
1932 | 1 | 0.2%
1933 | 2 | 0.4%
1938 | 1 | 0.2%
1940 | 2 | 0.4%
1942 | 1 | 0.2%
1943 | 2 | 0.4%
1944 | 3 | 0.7%
1945 | 2 | 0.4%
1946 | 2 | 0.4%

Value | Count | Frequency (%)
2024 | 21 | 4.7%
2023 | 5 | 1.1%
2022 | 2 | 0.4%
2021 | 3 | 0.7%
2020 | 1 | 0.2%
2018 | 5 | 1.1%
2017 | 1 | 0.2%
2016 | 2 | 0.4%
2015 | 1 | 0.2%
2014 | 5 | 1.1%

age
Real number (ℝ)

High correlation Zeros

Distinct | 87
Distinct (%) | 19.4%
Missing | 0
Missing (%) | 0.0%
Infinite | 0
Infinite (%) | 0.0%
Mean | 40.652561

Minimum | 0
Maximum | 96
Zeros | 21
Zeros (%) | 4.7%
Negative | 0
Negative (%) | 0.0%
Memory size | 3.6 KiB

Quantile statistics

Minimum | 0
5-th percentile | 1
Q1 | 24
median | 39
Q3 | 60
95-th percentile | 76
Maximum | 96
Range | 96
Interquartile range (IQR) | 36

Descriptive statistics

Standard deviation | 22.61754
Coefficient of variation (CV) | 0.556362
Kurtosis | -0.91069294
Mean | 40.652561
Median Absolute Deviation (MAD) | 18
Skewness | 0.0061547714
Sum | 18253
Variance | 511.55312
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=50)

Value | Count | Frequency (%)
0 | 21 | 4.7%
27 | 13 | 2.9%
56 | 13 | 2.9%
22 | 11 | 2.4%
69 | 11 | 2.4%
24 | 11 | 2.4%
61 | 10 | 2.2%
25 | 10 | 2.2%
35 | 10 | 2.2%
60 | 9 | 2.0%
Other values (77) | 330 | 73.5%

Value | Count | Frequency (%)
0 | 21 | 4.7%
1 | 5 | 1.1%
2 | 2 | 0.4%
3 | 3 | 0.7%
4 | 1 | 0.2%
6 | 5 | 1.1%
7 | 1 | 0.2%
8 | 2 | 0.4%
9 | 1 | 0.2%
10 | 5 | 1.1%

Value | Count | Frequency (%)
96 | 1 | 0.2%
92 | 1 | 0.2%
91 | 2 | 0.4%
86 | 1 | 0.2%
84 | 2 | 0.4%
82 | 1 | 0.2%
81 | 2 | 0.4%
80 | 3 | 0.7%
79 | 2 | 0.4%
78 | 2 | 0.4%

relationship_to_the_head_of_household
Categorical

Distinct | 11
Distinct (%) | 2.4%
Missing | 0
Missing (%) | 0.0%
Memory size | 3.6 KiB

Son/daughter | 116
Head of the household | 105
Wife/Husband | 55
Parents of head of the household/spouse | 50
Other relative | 37
Other values (6) | 86

Length

Max length | 39
Median length | 31
Mean length | 18.786192
Min length | 5

Characters and Unicode

Total characters | 8435
Distinct characters | 32
Distinct categories | 1 ?
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 | 1 ?
Unique (%) | 0.2%

Sample

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

#### Common Values

Value | Count | Frequency (%)
Son/daughter | 116 | 25.8%
Head of the household | 105 | 23.4%
Wife/Husband | 55 | 12.2%
Parents of head of the household/spouse | 50 | 11.1%
Other relative | 37 | 8.2%
Grand son/Grand daughter | 28 | 6.2%
Son in law/Daughter in law | 21 | 4.7%
Boarder | 21 | 4.7%
Domestic servant/driver/watcher | 10 | 2.2%
Other | 5 | 1.1%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
of | 205 | 17.1%
head | 155 | 12.9%
the | 155 | 12.9%
son/daughter | 116 | 9.7%
household | 105 | 8.7%
wife/husband | 55 | 4.6%
parents | 50 | 4.2%
household/spouse | 50 | 4.2%
other | 42 | 3.5%
in | 42 | 3.5%
Other values (12) | 227 | 18.9%

#### Most occurring characters

Value | Count | Frequency (%)
e | 962 | 11.4%
o | 763 | 9.0%
| 753 | 8.9%
h | 732 | 8.7%
a | 601 | 7.1%
d | 596 | 7.1%
t | 480 | 5.7%
r | 432 | 5.1%
u | 425 | 5.0%
s | 408 | 4.8%
Other values (22) | 2283 | 27.1%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 8435 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
e | 962 | 11.4%
o | 763 | 9.0%
| 753 | 8.9%
h | 732 | 8.7%
a | 601 | 7.1%
d | 596 | 7.1%
t | 480 | 5.7%
r | 432 | 5.1%
u | 425 | 5.0%
s | 408 | 4.8%
Other values (22) | 2283 | 27.1%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 8435 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
e | 962 | 11.4%
o | 763 | 9.0%
| 753 | 8.9%
h | 732 | 8.7%
a | 601 | 7.1%
d | 596 | 7.1%
t | 480 | 5.7%
r | 432 | 5.1%
u | 425 | 5.0%
s | 408 | 4.8%
Other values (22) | 2283 | 27.1%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 8435 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
e | 962 | 11.4%
o | 763 | 9.0%
| 753 | 8.9%
h | 732 | 8.7%
a | 601 | 7.1%
d | 596 | 7.1%
t | 480 | 5.7%
r | 432 | 5.1%
u | 425 | 5.0%
s | 408 | 4.8%
Other values (22) | 2283 | 27.1%

gender
Categorical

Distinct | 2
Distinct (%) | 0.4%
Missing | 0
Missing (%) | 0.0%
Memory size | 3.6 KiB

Female | 229
Male | 220

Length

Max length | 6
Median length | 6
Mean length | 5.0200445
Min length | 4

Characters and Unicode

Total characters | 2254
Distinct characters | 6
Distinct categories | 1 ?
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 | Female
4th row | Female
5th row | Female

#### Common Values

Value | Count | Frequency (%)
Female | 229 | 51.0%
Male | 220 | 49.0%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
female | 229 | 51.0%
male | 220 | 49.0%

#### Most occurring characters

Value | Count | Frequency (%)
e | 678 | 30.1%
a | 449 | 19.9%
l | 449 | 19.9%
F | 229 | 10.2%
m | 229 | 10.2%
M | 220 | 9.8%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 2254 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
e | 678 | 30.1%
a | 449 | 19.9%
l | 449 | 19.9%
F | 229 | 10.2%
m | 229 | 10.2%
M | 220 | 9.8%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 2254 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
e | 678 | 30.1%
a | 449 | 19.9%
l | 449 | 19.9%
F | 229 | 10.2%
m | 229 | 10.2%
M | 220 | 9.8%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 2254 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
e | 678 | 30.1%
a | 449 | 19.9%
l | 449 | 19.9%
F | 229 | 10.2%
m | 229 | 10.2%
M | 220 | 9.8%

ethnicity
Categorical

High correlation Imbalance

Distinct | 6
Distinct (%) | 1.3%
Missing | 0
Missing (%) | 0.0%
Memory size | 3.6 KiB

Sinhala | 360
Sri Lankan Moor/Muslim | 62
Sri Lankan Tamil | 23
Indian Tamil | 2
Other | 1

Length

Max length | 22
Median length | 7
Mean length | 9.545657
Min length | 5

Characters and Unicode

Total characters | 4286
Distinct characters | 23
Distinct categories | 1 ?
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 | 2 ?
Unique (%) | 0.4%

Sample

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

#### Common Values

Value | Count | Frequency (%)
Sinhala | 360 | 80.2%
Sri Lankan Moor/Muslim | 62 | 13.8%
Sri Lankan Tamil | 23 | 5.1%
Indian Tamil | 2 | 0.4%
Other | 1 | 0.2%
Malay | 1 | 0.2%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
sinhala | 360 | 58.0%
sri | 85 | 13.7%
lankan | 85 | 13.7%
moor/muslim | 62 | 10.0%
tamil | 25 | 4.0%
indian | 2 | 0.3%
other | 1 | 0.2%
malay | 1 | 0.2%

#### Most occurring characters

Value | Count | Frequency (%)
a | 919 | 21.4%
n | 534 | 12.5%
i | 534 | 12.5%
l | 448 | 10.5%
S | 445 | 10.4%
h | 361 | 8.4%
| 172 | 4.0%
r | 148 | 3.5%
M | 125 | 2.9%
o | 124 | 2.9%
Other values (13) | 476 | 11.1%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 4286 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
a | 919 | 21.4%
n | 534 | 12.5%
i | 534 | 12.5%
l | 448 | 10.5%
S | 445 | 10.4%
h | 361 | 8.4%
| 172 | 4.0%
r | 148 | 3.5%
M | 125 | 2.9%
o | 124 | 2.9%
Other values (13) | 476 | 11.1%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 4286 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
a | 919 | 21.4%
n | 534 | 12.5%
i | 534 | 12.5%
l | 448 | 10.5%
S | 445 | 10.4%
h | 361 | 8.4%
| 172 | 4.0%
r | 148 | 3.5%
M | 125 | 2.9%
o | 124 | 2.9%
Other values (13) | 476 | 11.1%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 4286 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
a | 919 | 21.4%
n | 534 | 12.5%
i | 534 | 12.5%
l | 448 | 10.5%
S | 445 | 10.4%
h | 361 | 8.4%
| 172 | 4.0%
r | 148 | 3.5%
M | 125 | 2.9%
o | 124 | 2.9%
Other values (13) | 476 | 11.1%

religion
Categorical

High correlation

Distinct | 5
Distinct (%) | 1.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 3.6 KiB

Buddhism | 291
Islam | 64
Roman Catholicism | 60
Hinduism | 19
Other Christian denomination | 15

Length

Max length | 28
Median length | 8
Mean length | 9.4432071
Min length | 5

Characters and Unicode

Total characters | 4240
Distinct characters | 21
Distinct categories | 1 ?
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 | Buddhism
2nd row | Buddhism
3rd row | Buddhism
4th row | Buddhism
5th row | Buddhism

#### Common Values

Value | Count | Frequency (%)
Buddhism | 291 | 64.8%
Islam | 64 | 14.3%
Roman Catholicism | 60 | 13.4%
Hinduism | 19 | 4.2%
Other Christian denomination | 15 | 3.3%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
buddhism | 291 | 54.0%
islam | 64 | 11.9%
roman | 60 | 11.1%
catholicism | 60 | 11.1%
hinduism | 19 | 3.5%
other | 15 | 2.8%
christian | 15 | 2.8%
denomination | 15 | 2.8%

#### Most occurring characters

Value | Count | Frequency (%)
d | 616 | 14.5%
i | 509 | 12.0%
m | 509 | 12.0%
s | 449 | 10.6%
h | 381 | 9.0%
u | 310 | 7.3%
B | 291 | 6.9%
a | 214 | 5.0%
o | 150 | 3.5%
n | 139 | 3.3%
Other values (11) | 672 | 15.8%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 4240 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
d | 616 | 14.5%
i | 509 | 12.0%
m | 509 | 12.0%
s | 449 | 10.6%
h | 381 | 9.0%
u | 310 | 7.3%
B | 291 | 6.9%
a | 214 | 5.0%
o | 150 | 3.5%
n | 139 | 3.3%
Other values (11) | 672 | 15.8%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 4240 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
d | 616 | 14.5%
i | 509 | 12.0%
m | 509 | 12.0%
s | 449 | 10.6%
h | 381 | 9.0%
u | 310 | 7.3%
B | 291 | 6.9%
a | 214 | 5.0%
o | 150 | 3.5%
n | 139 | 3.3%
Other values (11) | 672 | 15.8%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 4240 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
d | 616 | 14.5%
i | 509 | 12.0%
m | 509 | 12.0%
s | 449 | 10.6%
h | 381 | 9.0%
u | 310 | 7.3%
B | 291 | 6.9%
a | 214 | 5.0%
o | 150 | 3.5%
n | 139 | 3.3%
Other values (11) | 672 | 15.8%

marital_status
Categorical

Distinct | 6
Distinct (%) | 1.3%
Missing | 0
Missing (%) | 0.0%
Memory size | 3.6 KiB

Currently married (registered) | 242
Never married | 153
Widowed | 32
Currently married (customary) | 19
Separated (not legally) | 2

Length

Max length | 30
Median length | 30
Mean length | 22.445434
Min length | 7

Characters and Unicode

Total characters | 10078
Distinct characters | 26
Distinct categories | 1 ?
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 | 1 ?
Unique (%) | 0.2%

Sample

1st row | Currently married (registered)
2nd row | Currently married (registered)
3rd row | Never married
4th row | Never married
5th row | Widowed

#### Common Values

Value | Count | Frequency (%)
Currently married (registered) | 242 | 53.9%
Never married | 153 | 34.1%
Widowed | 32 | 7.1%
Currently married (customary) | 19 | 4.2%
Separated (not legally) | 2 | 0.4%
Divorced | 1 | 0.2%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
married | 414 | 36.7%
currently | 261 | 23.1%
registered | 242 | 21.5%
never | 153 | 13.6%
widowed | 32 | 2.8%
customary | 19 | 1.7%
separated | 2 | 0.2%
not | 2 | 0.2%
legally | 2 | 0.2%
divorced | 1 | 0.1%

#### Most occurring characters

Value | Count | Frequency (%)
r | 2009 | 19.9%
e | 1746 | 17.3%
d | 723 | 7.2%
i | 689 | 6.8%
| 679 | 6.7%
t | 526 | 5.2%
a | 439 | 4.4%
m | 433 | 4.3%
y | 282 | 2.8%
u | 280 | 2.8%
Other values (16) | 2272 | 22.5%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 10078 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
r | 2009 | 19.9%
e | 1746 | 17.3%
d | 723 | 7.2%
i | 689 | 6.8%
| 679 | 6.7%
t | 526 | 5.2%
a | 439 | 4.4%
m | 433 | 4.3%
y | 282 | 2.8%
u | 280 | 2.8%
Other values (16) | 2272 | 22.5%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 10078 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
r | 2009 | 19.9%
e | 1746 | 17.3%
d | 723 | 7.2%
i | 689 | 6.8%
| 679 | 6.7%
t | 526 | 5.2%
a | 439 | 4.4%
m | 433 | 4.3%
y | 282 | 2.8%
u | 280 | 2.8%
Other values (16) | 2272 | 22.5%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 10078 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
r | 2009 | 19.9%
e | 1746 | 17.3%
d | 723 | 7.2%
i | 689 | 6.8%
| 679 | 6.7%
t | 526 | 5.2%
a | 439 | 4.4%
m | 433 | 4.3%
y | 282 | 2.8%
u | 280 | 2.8%
Other values (16) | 2272 | 22.5%

current_attendance_in_any_education_instituition
Categorical

Imbalance Missing

Distinct | 7
Distinct (%) | 1.7%
Missing | 28
Missing (%) | 6.2%
Memory size | 3.6 KiB

Does not attend | 352
School | 42
University | 11
Vocational/Technical institution | 8
Pending results G.C.E. (O.L / A.L) | 4
Other values (2) | 4

Length

Max length | 34
Median length | 15
Mean length | 14.56057
Min length | 6

Characters and Unicode

Total characters | 6130
Distinct characters | 33
Distinct categories | 1 ?
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 | 1 ?
Unique (%) | 0.2%

Sample

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

#### Common Values

Value | Count | Frequency (%)
Does not attend | 352 | 78.4%
School | 42 | 9.4%
University | 11 | 2.4%
Vocational/Technical institution | 8 | 1.8%
Pending results G.C.E. (O.L / A.L) | 4 | 0.9%
Other educational institution | 3 | 0.7%
Preschool | 1 | 0.2%
(Missing) | 28 | 6.2%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
does | 352 | 30.4%
not | 352 | 30.4%
attend | 352 | 30.4%
school | 42 | 3.6%
university | 11 | 0.9%
institution | 11 | 0.9%
vocational/technical | 8 | 0.7%
pending | 4 | 0.3%
results | 4 | 0.3%
g.c.e | 4 | 0.3%
Other values (6) | 19 | 1.6%

#### Most occurring characters

Value | Count | Frequency (%)
t | 1118 | 18.2%
o | 820 | 13.4%
n | 764 | 12.5%
| 738 | 12.0%
e | 738 | 12.0%
s | 383 | 6.2%
a | 382 | 6.2%
d | 359 | 5.9%
D | 352 | 5.7%
i | 78 | 1.3%
Other values (23) | 398 | 6.5%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 6130 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
t | 1118 | 18.2%
o | 820 | 13.4%
n | 764 | 12.5%
| 738 | 12.0%
e | 738 | 12.0%
s | 383 | 6.2%
a | 382 | 6.2%
d | 359 | 5.9%
D | 352 | 5.7%
i | 78 | 1.3%
Other values (23) | 398 | 6.5%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 6130 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
t | 1118 | 18.2%
o | 820 | 13.4%
n | 764 | 12.5%
| 738 | 12.0%
e | 738 | 12.0%
s | 383 | 6.2%
a | 382 | 6.2%
d | 359 | 5.9%
D | 352 | 5.7%
i | 78 | 1.3%
Other values (23) | 398 | 6.5%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 6130 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
t | 1118 | 18.2%
o | 820 | 13.4%
n | 764 | 12.5%
| 738 | 12.0%
e | 738 | 12.0%
s | 383 | 6.2%
a | 382 | 6.2%
d | 359 | 5.9%
D | 352 | 5.7%
i | 78 | 1.3%
Other values (23) | 398 | 6.5%

highest_level_of_education
Categorical

Missing

Distinct | 20
Distinct (%) | 4.8%
Missing | 32
Missing (%) | 7.1%
Memory size | 3.6 KiB

Passed GAQ/GSQ | 84
Passed Grade 12 | 76
Passed G.C.E.(O/L) | 71
Passed post Graduate Degree | 36
Passed G.C.E.(A/L) or equivalent | 29
Other values (15) | 121

Length

Max length | 35
Median length | 32
Mean length | 17.42446
Min length | 3

Characters and Unicode

Total characters | 7266
Distinct characters | 45
Distinct categories | 1 ?
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 | 2 ?
Unique (%) | 0.5%

Sample

1st row | Passed G.C.E.(A/L) or equivalent
2nd row | Passed G.C.E.(O/L)
3rd row | Passed Grade 10
4th row | Passed Grade 10
5th row | Passed Grade 3

#### Common Values

Value | Count | Frequency (%)
Passed GAQ/GSQ | 84 | 18.7%
Passed Grade 12 | 76 | 16.9%
Passed G.C.E.(O/L) | 71 | 15.8%
Passed post Graduate Degree | 36 | 8.0%
Passed G.C.E.(A/L) or equivalent | 29 | 6.5%
Passed Grade 10 | 25 | 5.6%
Passed Grade 9 | 24 | 5.3%
Passed Grade 8 | 13 | 2.9%
Passed Grade 7 | 11 | 2.4%
Passed Grade 6 | 11 | 2.4%
Other values (10) | 37 | 8.2%
(Missing) | 32 | 7.1%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
passed | 411 | 35.4%
grade | 189 | 16.3%
gaq/gsq | 84 | 7.2%
12 | 76 | 6.5%
g.c.e.(o/l | 71 | 6.1%
degree | 40 | 3.4%
post | 36 | 3.1%
graduate | 36 | 3.1%
g.c.e.(a/l | 29 | 2.5%
or | 29 | 2.5%
Other values (21) | 161 | 13.9%

#### Most occurring characters

Value | Count | Frequency (%)
s | 858 | 11.8%
e | 819 | 11.3%
| 745 | 10.3%
a | 709 | 9.8%
d | 643 | 8.8%
G | 493 | 6.8%
P | 413 | 5.7%
. | 300 | 4.1%
r | 296 | 4.1%
/ | 191 | 2.6%
Other values (35) | 1799 | 24.8%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 7266 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
s | 858 | 11.8%
e | 819 | 11.3%
| 745 | 10.3%
a | 709 | 9.8%
d | 643 | 8.8%
G | 493 | 6.8%
P | 413 | 5.7%
. | 300 | 4.1%
r | 296 | 4.1%
/ | 191 | 2.6%
Other values (35) | 1799 | 24.8%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 7266 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
s | 858 | 11.8%
e | 819 | 11.3%
| 745 | 10.3%
a | 709 | 9.8%
d | 643 | 8.8%
G | 493 | 6.8%
P | 413 | 5.7%
. | 300 | 4.1%
r | 296 | 4.1%
/ | 191 | 2.6%
Other values (35) | 1799 | 24.8%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 7266 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
s | 858 | 11.8%
e | 819 | 11.3%
| 745 | 10.3%
a | 709 | 9.8%
d | 643 | 8.8%
G | 493 | 6.8%
P | 413 | 5.7%
. | 300 | 4.1%
r | 296 | 4.1%
/ | 191 | 2.6%
Other values (35) | 1799 | 24.8%

main_activity_engaged_in
Categorical

High correlation Missing

Distinct | 10
Distinct (%) | 2.5%
Missing | 48
Missing (%) | 10.7%
Memory size | 3.6 KiB

1.Engaged in economic activity/ currently employed/ engaged in own business | 161
7.Household activities | 105
8.Student | 51
9.Too old / Disable/ unable to work. | 36
2.Retired and obtaining government/semi-government pension payment and is currently engaged in economic activity (employ | 22
Other values (5) | 26

Length

Max length | 120
Median length | 90
Mean length | 50.970075
Min length | 8

Characters and Unicode

Total characters | 20439
Distinct characters | 44
Distinct categories | 1 ?
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 | 1 ?
Unique (%) | 0.2%

Sample

1st row | 1.Engaged in economic activity/ currently employed/ engaged in own business
2nd row | 7.Household activities
3rd row | 8.Student
4th row | 8.Student
5th row | 1.Engaged in economic activity/ currently employed/ engaged in own business

#### Common Values

Value | Count | Frequency (%)
1.Engaged in economic activity/ currently employed/ engaged in own business | 161 | 35.9%
7.Household activities | 105 | 23.4%
8.Student | 51 | 11.4%
9.Too old / Disable/ unable to work. | 36 | 8.0%
2.Retired and obtaining government/semi-government pension payment and is currently engaged in economic activity (employ | 22 | 4.9%
6.Received other pension payments. | 9 | 2.0%
4.Retired - Obtaining government/semi-government pension payment and currently not engaged in economic activity (not emp | 6 | 1.3%
5.Retired from the private/semi-government sector and does not obtain any pension payment. | 5 | 1.1%
3.Seeking for and available to work | 5 | 1.1%
10.Other | 1 | 0.2%
(Missing) | 48 | 10.7%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
in | 350 | 13.2%
activity | 189 | 7.1%
economic | 189 | 7.1%
currently | 189 | 7.1%
engaged | 189 | 7.1%
1.engaged | 161 | 6.1%
employed | 161 | 6.1%
own | 161 | 6.1%
business | 161 | 6.1%
7.household | 105 | 4.0%
Other values (35) | 793 | 29.9%

#### Most occurring characters

Value | Count | Frequency (%)
| 2247 | 11.0%
e | 2138 | 10.5%
n | 1883 | 9.2%
i | 1644 | 8.0%
o | 1298 | 6.4%
t | 1131 | 5.5%
a | 876 | 4.3%
c | 875 | 4.3%
s | 845 | 4.1%
d | 810 | 4.0%
Other values (34) | 6692 | 32.7%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 20439 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
| 2247 | 11.0%
e | 2138 | 10.5%
n | 1883 | 9.2%
i | 1644 | 8.0%
o | 1298 | 6.4%
t | 1131 | 5.5%
a | 876 | 4.3%
c | 875 | 4.3%
s | 845 | 4.1%
d | 810 | 4.0%
Other values (34) | 6692 | 32.7%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 20439 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
| 2247 | 11.0%
e | 2138 | 10.5%
n | 1883 | 9.2%
i | 1644 | 8.0%
o | 1298 | 6.4%
t | 1131 | 5.5%
a | 876 | 4.3%
c | 875 | 4.3%
s | 845 | 4.1%
d | 810 | 4.0%
Other values (34) | 6692 | 32.7%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 20439 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
| 2247 | 11.0%
e | 2138 | 10.5%
n | 1883 | 9.2%
i | 1644 | 8.0%
o | 1298 | 6.4%
t | 1131 | 5.5%
a | 876 | 4.3%
c | 875 | 4.3%
s | 845 | 4.1%
d | 810 | 4.0%
Other values (34) | 6692 | 32.7%

main_occupation
Categorical

High correlation Missing

Distinct | 11
Distinct (%) | 5.9%
Missing | 261
Missing (%) | 58.1%
Memory size | 3.6 KiB

02 Professional | 43
05 Service worker and shop and market sales worker | 37
09 Elementary occupation | 34
03 Technician and associate professional | 14
04 Clerk | 13
Other values (6) | 47

Length

Max length | 50
Median length | 42
Mean length | 29.5
Min length | 8

Characters and Unicode

Total characters | 5546
Distinct characters | 43
Distinct categories | 1 ?
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 | 02 Professional
2nd row | 09 Elementary occupation
3rd row | 09 Elementary occupation
4th row | 09 Elementary occupation
5th row | 09 Elementary occupation

#### Common Values

Value | Count | Frequency (%)
02 Professional | 43 | 9.6%
05 Service worker and shop and market sales worker | 37 | 8.2%
09 Elementary occupation | 34 | 7.6%
03 Technician and associate professional | 14 | 3.1%
04 Clerk | 13 | 2.9%
06 Skilled agricultural and fishery worker | 13 | 2.9%
07 Craft and related worker | 10 | 2.2%
08 Plant and machine operator and assembler | 7 | 1.6%
11 No Occupation | 6 | 1.3%
01 Legislator, senior official, and manager | 6 | 1.3%
(Missing) | 261 | 58.1%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
and | 131 | 15.1%
worker | 97 | 11.2%
professional | 57 | 6.6%
02 | 43 | 5.0%
occupation | 40 | 4.6%
service | 37 | 4.3%
05 | 37 | 4.3%
shop | 37 | 4.3%
market | 37 | 4.3%
sales | 37 | 4.3%
Other values (29) | 315 | 36.3%

#### Most occurring characters

Value | Count | Frequency (%)
| 680 | 12.3%
e | 518 | 9.3%
a | 481 | 8.7%
r | 475 | 8.6%
o | 384 | 6.9%
n | 316 | 5.7%
s | 297 | 5.4%
i | 246 | 4.4%
l | 234 | 4.2%
c | 190 | 3.4%
Other values (33) | 1725 | 31.1%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 5546 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
| 680 | 12.3%
e | 518 | 9.3%
a | 481 | 8.7%
r | 475 | 8.6%
o | 384 | 6.9%
n | 316 | 5.7%
s | 297 | 5.4%
i | 246 | 4.4%
l | 234 | 4.2%
c | 190 | 3.4%
Other values (33) | 1725 | 31.1%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 5546 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
| 680 | 12.3%
e | 518 | 9.3%
a | 481 | 8.7%
r | 475 | 8.6%
o | 384 | 6.9%
n | 316 | 5.7%
s | 297 | 5.4%
i | 246 | 4.4%
l | 234 | 4.2%
c | 190 | 3.4%
Other values (33) | 1725 | 31.1%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 5546 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
| 680 | 12.3%
e | 518 | 9.3%
a | 481 | 8.7%
r | 475 | 8.6%
o | 384 | 6.9%
n | 316 | 5.7%
s | 297 | 5.4%
i | 246 | 4.4%
l | 234 | 4.2%
c | 190 | 3.4%
Other values (33) | 1725 | 31.1%

daily_wage_owner_or_not
Boolean

Missing

Distinct | 2
Distinct (%) | 1.1%
Missing | 266
Missing (%) | 59.2%
Memory size | 1.0 KiB

False | 137
True | 46
(Missing) | 266

Value | Count | Frequency (%)
False | 137 | 30.5%
True | 46 | 10.2%
(Missing) | 266 | 59.2%

employment_status_of_the_main_occupation
Categorical

High correlation Missing

Distinct | 6
Distinct (%) | 3.2%
Missing | 261
Missing (%) | 58.1%
Memory size | 3.6 KiB

3 Private sector employee | 119
5 Own account worker | 33
1 Government employee | 15
4 Employer | 12
6 Contributing family worker | 6

Length

Max length | 28
Median length | 25
Mean length | 22.957447
Min length | 10

Characters and Unicode

Total characters | 4316
Distinct characters | 33
Distinct categories | 1 ?
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 | 4 Employer
2nd row | 3 Private sector employee
3rd row | 3 Private sector employee
4th row | 3 Private sector employee
5th row | 3 Private sector employee

#### Common Values

Value | Count | Frequency (%)
3 Private sector employee | 119 | 26.5%
5 Own account worker | 33 | 7.3%
1 Government employee | 15 | 3.3%
4 Employer | 12 | 2.7%
6 Contributing family worker | 6 | 1.3%
2 Semi government employee | 3 | 0.7%
(Missing) | 261 | 58.1%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
employee | 137 | 19.2%
3 | 119 | 16.7%
private | 119 | 16.7%
sector | 119 | 16.7%
worker | 39 | 5.5%
5 | 33 | 4.6%
own | 33 | 4.6%
account | 33 | 4.6%
government | 18 | 2.5%
1 | 15 | 2.1%
Other values (7) | 48 | 6.7%

#### Most occurring characters

Value | Count | Frequency (%)
e | 739 | 17.1%
| 525 | 12.2%
o | 364 | 8.4%
r | 352 | 8.2%
t | 301 | 7.0%
c | 185 | 4.3%
m | 176 | 4.1%
a | 158 | 3.7%
y | 155 | 3.6%
l | 155 | 3.6%
Other values (23) | 1206 | 27.9%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 4316 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
e | 739 | 17.1%
| 525 | 12.2%
o | 364 | 8.4%
r | 352 | 8.2%
t | 301 | 7.0%
c | 185 | 4.3%
m | 176 | 4.1%
a | 158 | 3.7%
y | 155 | 3.6%
l | 155 | 3.6%
Other values (23) | 1206 | 27.9%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 4316 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
e | 739 | 17.1%
| 525 | 12.2%
o | 364 | 8.4%
r | 352 | 8.2%
t | 301 | 7.0%
c | 185 | 4.3%
m | 176 | 4.1%
a | 158 | 3.7%
y | 155 | 3.6%
l | 155 | 3.6%
Other values (23) | 1206 | 27.9%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 4316 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
e | 739 | 17.1%
| 525 | 12.2%
o | 364 | 8.4%
r | 352 | 8.2%
t | 301 | 7.0%
c | 185 | 4.3%
m | 176 | 4.1%
a | 158 | 3.7%
y | 155 | 3.6%
l | 155 | 3.6%
Other values (23) | 1206 | 27.9%

no_of_hours_stayed_at_home_during_last_week
Real number (ℝ)

Zeros

Distinct | 95
Distinct (%) | 21.2%
Missing | 0
Missing (%) | 0.0%
Infinite | 0
Infinite (%) | 0.0%
Mean | 128.33668

Minimum | 0
Maximum | 168
Zeros | 13
Zeros (%) | 2.9%
Negative | 0
Negative (%) | 0.0%
Memory size | 3.6 KiB

Quantile statistics

Minimum | 0
5-th percentile | 31.2
Q1 | 99
median | 150
Q3 | 168
95-th percentile | 168
Maximum | 168
Range | 168
Interquartile range (IQR) | 69

Descriptive statistics

Standard deviation | 46.681722
Coefficient of variation (CV) | 0.36374419
Kurtosis | 0.27528653
Mean | 128.33668
Median Absolute Deviation (MAD) | 18
Skewness | -1.0459198
Sum | 57623.17
Variance | 2179.1832
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=50)

Value | Count | Frequency (%)
168 | 186 | 41.4%
150 | 16 | 3.6%
0 | 13 | 2.9%
120 | 11 | 2.4%
84 | 11 | 2.4%
108 | 9 | 2.0%
110 | 8 | 1.8%
96 | 8 | 1.8%
70 | 7 | 1.6%
98 | 7 | 1.6%
Other values (85) | 173 | 38.5%

Value | Count | Frequency (%)
0 | 13 | 2.9%
2 | 1 | 0.2%
10 | 1 | 0.2%
12 | 1 | 0.2%
13 | 1 | 0.2%
15 | 1 | 0.2%
16 | 1 | 0.2%
21 | 1 | 0.2%
24 | 2 | 0.4%
28 | 1 | 0.2%

Value | Count | Frequency (%)
168 | 186 | 41.4%
167.67 | 1 | 0.2%
167 | 1 | 0.2%
166 | 1 | 0.2%
165 | 4 | 0.9%
164.5 | 1 | 0.2%
164 | 1 | 0.2%
163 | 2 | 0.4%
162 | 2 | 0.4%
161 | 2 | 0.4%

# Interactions

# Correlations

| MEMBER_ID | 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 | no_of_hours_stayed_at_home_during_last_week | relationship_to_the_head_of_household | religion | year_of_birth
--- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | ---
MEMBER_ID | 1.000 | 0.000 | 0.000 | 0.151 | 0.080 | 0.000 | 0.091 | 0.121 | 0.000 | 0.000 | 0.319 | 0.039 | 0.094 | 0.080 | 0.000
age | 0.000 | 1.000 | 0.373 | 0.124 | 0.158 | 0.000 | 0.071 | 0.268 | 0.362 | 0.053 | 0.351 | 0.042 | 0.365 | 0.092 | -1.000
current_attendance_in_any_education_instituition | 0.000 | 0.373 | 1.000 | 0.000 | 0.000 | 0.000 | 0.071 | 0.157 | 0.368 | 0.112 | 0.280 | 0.077 | 0.213 | 0.045 | 0.373
daily_wage_owner_or_not | 0.151 | 0.124 | 0.000 | 1.000 | 0.340 | 0.314 | 0.101 | 0.263 | 0.000 | 0.163 | 0.000 | 0.091 | 0.192 | 0.332 | 0.108
employment_status_of_the_main_occupation | 0.080 | 0.158 | 0.000 | 0.340 | 1.000 | 0.109 | 0.048 | 0.000 | 0.646 | 0.390 | 0.145 | 0.000 | 0.013 | 0.098 | 0.136
ethnicity | 0.000 | 0.000 | 0.000 | 0.314 | 0.109 | 1.000 | 0.054 | 0.306 | 0.000 | 0.128 | 0.000 | 0.000 | 0.109 | 0.656 | 0.000
gender | 0.091 | 0.071 | 0.071 | 0.101 | 0.048 | 0.054 | 1.000 | 0.000 | 0.453 | 0.211 | 0.154 | 0.247 | 0.421 | 0.051 | 0.074
highest_level_of_education | 0.121 | 0.268 | 0.157 | 0.263 | 0.000 | 0.306 | 0.000 | 1.000 | 0.035 | 0.195 | 0.059 | 0.067 | 0.119 | 0.124 | 0.269
main_activity_engaged_in | 0.000 | 0.362 | 0.368 | 0.000 | 0.646 | 0.000 | 0.453 | 0.035 | 1.000 | 0.701 | 0.303 | 0.197 | 0.276 | 0.069 | 0.362
main_occupation | 0.000 | 0.053 | 0.112 | 0.163 | 0.390 | 0.128 | 0.211 | 0.195 | 0.701 | 1.000 | 0.132 | 0.000 | 0.106 | 0.173 | 0.046
marital_status | 0.319 | 0.351 | 0.280 | 0.000 | 0.145 | 0.000 | 0.154 | 0.059 | 0.303 | 0.132 | 1.000 | 0.123 | 0.339 | 0.070 | 0.351
no_of_hours_stayed_at_home_during_last_week | 0.039 | 0.042 | 0.077 | 0.091 | 0.000 | 0.000 | 0.247 | 0.067 | 0.197 | 0.000 | 0.123 | 1.000 | 0.132 | 0.125 | -0.042
relationship_to_the_head_of_household | 0.094 | 0.365 | 0.213 | 0.192 | 0.013 | 0.109 | 0.421 | 0.119 | 0.276 | 0.106 | 0.339 | 0.132 | 1.000 | 0.139 | 0.365
religion | 0.080 | 0.092 | 0.045 | 0.332 | 0.098 | 0.656 | 0.051 | 0.124 | 0.069 | 0.173 | 0.070 | 0.125 | 0.139 | 1.000 | 0.093
year_of_birth | 0.000 | -1.000 | 0.373 | 0.108 | 0.136 | 0.000 | 0.074 | 0.269 | 0.362 | 0.046 | 0.351 | -0.042 | 0.365 | 0.093 | 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.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

# Sample

| household_ID | MEMBER_ID | year_of_birth | 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
--- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | ---
0 | ID0757 | I2 | 1975.0 | 49.0 | Head of the household | Male | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(A/L) or equivalent | 1.Engaged in economic activity/ currently employed/ engaged in own business | 02 Professional | Yes | 4 Employer | 168.0
1 | ID0757 | I3 | 1981.0 | 43.0 | Wife/Husband | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(O/L) | 7.Household activities | NaN | NaN | NaN | 168.0
2 | ID0757 | I4 | 2008.0 | 16.0 | Son/daughter | Female | Sinhala | Buddhism | Never married | School | Passed Grade 10 | 8.Student | NaN | NaN | NaN | 168.0
3 | ID0757 | I5 | 2008.0 | 16.0 | Son/daughter | Female | Sinhala | Buddhism | Never married | School | Passed Grade 10 | 8.Student | NaN | NaN | NaN | 168.0
4 | ID2003 | I3 | 1969.0 | 55.0 | Son/daughter | Female | Sinhala | Buddhism | Widowed | Does not attend | Passed Grade 3 | 1.Engaged in economic activity/ currently employed/ engaged in own business | 09 Elementary occupation | Yes | 3 Private sector employee | 44.0
5 | ID2002 | I2 | 1981.0 | 43.0 | Head of the household | Male | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed Grade 6 | 1.Engaged in economic activity/ currently employed/ engaged in own business | 09 Elementary occupation | Yes | 3 Private sector employee | 120.0
6 | ID2002 | I3 | 1979.0 | 45.0 | Wife/Husband | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed Grade 6 | 7.Household activities | NaN | NaN | NaN | 160.0
7 | ID2002 | I4 | 2001.0 | 23.0 | Son/daughter | Male | Sinhala | Buddhism | Never married | Does not attend | Passed Grade 9 | 1.Engaged in economic activity/ currently employed/ engaged in own business | 09 Elementary occupation | Yes | 3 Private sector employee | 120.0
8 | ID2002 | I5 | 2005.0 | 19.0 | Son/daughter | Male | Sinhala | Buddhism | Never married | Does not attend | Passed G.C.E.(O/L) | 1.Engaged in economic activity/ currently employed/ engaged in own business | 09 Elementary occupation | Yes | 3 Private sector employee | 110.0
9 | ID2002 | I6 | 2009.0 | 15.0 | Son/daughter | Female | Sinhala | Buddhism | Never married | School | Passed Grade 10 | 8.Student | NaN | NaN | NaN | 130.0

| household_ID | MEMBER_ID | year_of_birth | 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
--- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | ---
439 | ID2153 | I4 | 2003.0 | 21.0 | Son in law/Daughter in law | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed post Graduate Degree | 1.Engaged in economic activity/ currently employed/ engaged in own business | 02 Professional | No | 3 Private sector employee | 84.0
440 | ID2078 | I4 | 1992.0 | 32.0 | Head of the household | Male | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed post Graduate Degree | 1.Engaged in economic activity/ currently employed/ engaged in own business | 09 Elementary occupation | No | 3 Private sector employee | 128.0
441 | ID2078 | I5 | 1994.0 | 30.0 | Wife/Husband | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed post Graduate Degree | 1.Engaged in economic activity/ currently employed/ engaged in own business | 04 Clerk | No | 3 Private sector employee | 168.0
442 | ID2496 | I7 | 1975.0 | 49.0 | Head of the household | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(O/L) | 2.Retired and obtaining government/semi-government pension payment and is currently engaged in economic activity (employ | 06 Skilled agricultural and fishery worker | No | 3 Private sector employee | 99.0
443 | ID2496 | I8 | 2006.0 | 18.0 | Son/daughter | Male | Sinhala | Buddhism | Never married | School | Passed G.C.E.(O/L) | 8.Student | NaN | NaN | NaN | 152.0
444 | ID0963 | I6 | 1971.0 | 53.0 | Head of the household | Male | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(O/L) | 9.Too old / Disable/ unable to work. | NaN | NaN | NaN | 168.0
445 | ID0963 | I7 | 1975.0 | 49.0 | Wife/Husband | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(A/L) or equivalent | 1.Engaged in economic activity/ currently employed/ engaged in own business | 09 Elementary occupation | No | 5 Own account worker | 105.0
446 | ID0963 | I8 | 2002.0 | 22.0 | Son/daughter | Female | Sinhala | Buddhism | Never married | University | Passed GAQ/GSQ | 8.Student | NaN | NaN | NaN | 150.0
447 | ID0963 | I9 | 2003.0 | 21.0 | Son/daughter | Male | Sinhala | Buddhism | Never married | Other educational institution | Passed GAQ/GSQ | 8.Student | NaN | NaN | NaN | 72.0
448 | ID0963 | I10 | 2007.0 | 17.0 | Son/daughter | Male | Sinhala | Buddhism | Never married | School | Passed G.C.E.(O/L) | 8.Student | NaN | NaN | NaN | 100.0