# Overview

Brought to you by YData

Dataset statistics

Number of variables | 16
Number of observations | 708
Missing cells | 1589
Missing cells (%) | 14.0%
Duplicate rows | 0
Duplicate rows (%) | 0.0%
Total size in memory | 88.6 KiB
Average record size in memory | 128.2 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 (62.0%) | Imbalance
`current_attendance_in_any_education_instituition` is highly imbalanced (50.1%) | Imbalance
`current_attendance_in_any_education_instituition` has 68 (9.6%) missing values | Missing
`highest_level_of_education` has 85 (12.0%) missing values | Missing
`main_activity_engaged_in` has 146 (20.6%) missing values | Missing
`main_occupation` has 426 (60.2%) missing values | Missing
`daily_wage_owner_or_not` has 438 (61.9%) missing values | Missing
`employment_status_of_the_main_occupation` has 426 (60.2%) missing values | Missing
`age` has 37 (5.2%) zeros | Zeros
`no_of_hours_stayed_at_home_during_last_week` has 19 (2.7%) zeros | Zeros

Reproduction

Analysis started | 2025-02-27 04:40:41.181843
Analysis finished | 2025-02-27 04:40:43.080364
Duration | 1.9 second
Software version | ydata-profiling vv4.11.0
Download configuration | config.json

# Variables

household_ID
Text

Distinct | 363
Distinct (%) | 51.3%
Missing | 0
Missing (%) | 0.0%
Memory size | 5.7 KiB

Length

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

Characters and Unicode

Total characters | 4248
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 | 192 ?
Unique (%) | 27.1%

Sample

1st row | ID0072
2nd row | ID2755
3rd row | ID2755
4th row | ID0103
5th row | ID1544

Value | Count | Frequency (%)
id2379 | 12 | 1.7%
id1162 | 7 | 1.0%
id2427 | 7 | 1.0%
id0096 | 7 | 1.0%
id2051 | 7 | 1.0%
id2202 | 6 | 0.8%
id3437 | 6 | 0.8%
id0400 | 6 | 0.8%
id0553 | 6 | 0.8%
id0202 | 5 | 0.7%
Other values (353) | 639 | 90.3%

#### Most occurring characters

Value | Count | Frequency (%)
I | 708 | 16.7%
D | 708 | 16.7%
0 | 437 | 10.3%
2 | 423 | 10.0%
1 | 390 | 9.2%
3 | 303 | 7.1%
5 | 246 | 5.8%
6 | 242 | 5.7%
7 | 214 | 5.0%
9 | 208 | 4.9%
Other values (2) | 369 | 8.7%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 4248 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
I | 708 | 16.7%
D | 708 | 16.7%
0 | 437 | 10.3%
2 | 423 | 10.0%
1 | 390 | 9.2%
3 | 303 | 7.1%
5 | 246 | 5.8%
6 | 242 | 5.7%
7 | 214 | 5.0%
9 | 208 | 4.9%
Other values (2) | 369 | 8.7%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 4248 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
I | 708 | 16.7%
D | 708 | 16.7%
0 | 437 | 10.3%
2 | 423 | 10.0%
1 | 390 | 9.2%
3 | 303 | 7.1%
5 | 246 | 5.8%
6 | 242 | 5.7%
7 | 214 | 5.0%
9 | 208 | 4.9%
Other values (2) | 369 | 8.7%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 4248 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
I | 708 | 16.7%
D | 708 | 16.7%
0 | 437 | 10.3%
2 | 423 | 10.0%
1 | 390 | 9.2%
3 | 303 | 7.1%
5 | 246 | 5.8%
6 | 242 | 5.7%
7 | 214 | 5.0%
9 | 208 | 4.9%
Other values (2) | 369 | 8.7%

MEMBER_ID
Categorical

Distinct | 14
Distinct (%) | 2.0%
Missing | 0
Missing (%) | 0.0%
Memory size | 5.7 KiB

I5 | 148
I4 | 119
I6 | 104
I7 | 85
I3 | 77
Other values (9) | 175

Length

Max length | 3
Median length | 2
Mean length | 2.0762712
Min length | 2

Characters and Unicode

Total characters | 1470
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 | 0 ?
Unique (%) | 0.0%

Sample

1st row | I8
2nd row | I4
3rd row | I5
4th row | I3
5th row | I4

#### Common Values

Value | Count | Frequency (%)
I5 | 148 | 20.9%
I4 | 119 | 16.8%
I6 | 104 | 14.7%
I7 | 85 | 12.0%
I3 | 77 | 10.9%
I8 | 59 | 8.3%
I9 | 36 | 5.1%
I2 | 26 | 3.7%
I10 | 19 | 2.7%
I11 | 16 | 2.3%
Other values (4) | 19 | 2.7%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
i5 | 148 | 20.9%
i4 | 119 | 16.8%
i6 | 104 | 14.7%
i7 | 85 | 12.0%
i3 | 77 | 10.9%
i8 | 59 | 8.3%
i9 | 36 | 5.1%
i2 | 26 | 3.7%
i10 | 19 | 2.7%
i11 | 16 | 2.3%
Other values (4) | 19 | 2.7%

#### Most occurring characters

Value | Count | Frequency (%)
I | 708 | 48.2%
5 | 150 | 10.2%
4 | 121 | 8.2%
6 | 104 | 7.1%
7 | 85 | 5.8%
3 | 82 | 5.6%
1 | 70 | 4.8%
8 | 59 | 4.0%
9 | 36 | 2.4%
2 | 36 | 2.4%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 1470 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
I | 708 | 48.2%
5 | 150 | 10.2%
4 | 121 | 8.2%
6 | 104 | 7.1%
7 | 85 | 5.8%
3 | 82 | 5.6%
1 | 70 | 4.8%
8 | 59 | 4.0%
9 | 36 | 2.4%
2 | 36 | 2.4%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 1470 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
I | 708 | 48.2%
5 | 150 | 10.2%
4 | 121 | 8.2%
6 | 104 | 7.1%
7 | 85 | 5.8%
3 | 82 | 5.6%
1 | 70 | 4.8%
8 | 59 | 4.0%
9 | 36 | 2.4%
2 | 36 | 2.4%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 1470 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
I | 708 | 48.2%
5 | 150 | 10.2%
4 | 121 | 8.2%
6 | 104 | 7.1%
7 | 85 | 5.8%
3 | 82 | 5.6%
1 | 70 | 4.8%
8 | 59 | 4.0%
9 | 36 | 2.4%
2 | 36 | 2.4%

year_of_birth
Real number (ℝ)

High correlation

Distinct | 86
Distinct (%) | 12.1%
Missing | 0
Missing (%) | 0.0%
Infinite | 0
Infinite (%) | 0.0%
Mean | 1990.2627

Minimum | 1932
Maximum | 2024
Zeros | 0
Zeros (%) | 0.0%
Negative | 0
Negative (%) | 0.0%
Memory size | 5.7 KiB

Quantile statistics

Minimum | 1932
5-th percentile | 1950
Q1 | 1972
median | 1995
Q3 | 2007.25
95-th percentile | 2024
Maximum | 2024
Range | 92
Interquartile range (IQR) | 35.25

Descriptive statistics

Standard deviation | 23.071292
Coefficient of variation (CV) | 0.011592083
Kurtosis | -0.90571653
Mean | 1990.2627
Median Absolute Deviation (MAD) | 18
Skewness | -0.3369605
Sum | 1409106
Variance | 532.28449
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=50)

Value | Count | Frequency (%)
2024 | 37 | 5.2%
2002 | 24 | 3.4%
2023 | 20 | 2.8%
1999 | 20 | 2.8%
2001 | 18 | 2.5%
1998 | 18 | 2.5%
2003 | 17 | 2.4%
1984 | 16 | 2.3%
1997 | 15 | 2.1%
2000 | 14 | 2.0%
Other values (76) | 509 | 71.9%

Value | Count | Frequency (%)
1932 | 1 | 0.1%
1936 | 1 | 0.1%
1938 | 1 | 0.1%
1942 | 3 | 0.4%
1943 | 4 | 0.6%
1944 | 4 | 0.6%
1945 | 4 | 0.6%
1946 | 1 | 0.1%
1947 | 4 | 0.6%
1948 | 6 | 0.8%

Value | Count | Frequency (%)
2024 | 37 | 5.2%
2023 | 20 | 2.8%
2022 | 11 | 1.6%
2021 | 10 | 1.4%
2020 | 7 | 1.0%
2019 | 12 | 1.7%
2018 | 14 | 2.0%
2017 | 4 | 0.6%
2016 | 6 | 0.8%
2015 | 6 | 0.8%

age
Real number (ℝ)

High correlation Zeros

Distinct | 86
Distinct (%) | 12.1%
Missing | 0
Missing (%) | 0.0%
Infinite | 0
Infinite (%) | 0.0%
Mean | 33.737288

Minimum | 0
Maximum | 92
Zeros | 37
Zeros (%) | 5.2%
Negative | 0
Negative (%) | 0.0%
Memory size | 5.7 KiB

Quantile statistics

Minimum | 0
5-th percentile | 0
Q1 | 16.75
median | 29
Q3 | 52
95-th percentile | 74
Maximum | 92
Range | 92
Interquartile range (IQR) | 35.25

Descriptive statistics

Standard deviation | 23.071292
Coefficient of variation (CV) | 0.68385139
Kurtosis | -0.90571653
Mean | 33.737288
Median Absolute Deviation (MAD) | 18
Skewness | 0.3369605
Sum | 23886
Variance | 532.28449
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=50)

Value | Count | Frequency (%)
0 | 37 | 5.2%
22 | 24 | 3.4%
1 | 20 | 2.8%
25 | 20 | 2.8%
23 | 18 | 2.5%
26 | 18 | 2.5%
21 | 17 | 2.4%
40 | 16 | 2.3%
27 | 15 | 2.1%
24 | 14 | 2.0%
Other values (76) | 509 | 71.9%

Value | Count | Frequency (%)
0 | 37 | 5.2%
1 | 20 | 2.8%
2 | 11 | 1.6%
3 | 10 | 1.4%
4 | 7 | 1.0%
5 | 12 | 1.7%
6 | 14 | 2.0%
7 | 4 | 0.6%
8 | 6 | 0.8%
9 | 6 | 0.8%

Value | Count | Frequency (%)
92 | 1 | 0.1%
88 | 1 | 0.1%
86 | 1 | 0.1%
82 | 3 | 0.4%
81 | 4 | 0.6%
80 | 4 | 0.6%
79 | 4 | 0.6%
78 | 1 | 0.1%
77 | 4 | 0.6%
76 | 6 | 0.8%

relationship_to_the_head_of_household
Categorical

Distinct | 10
Distinct (%) | 1.4%
Missing | 0
Missing (%) | 0.0%
Memory size | 5.7 KiB

Son/daughter | 197
Head of the household | 96
Grand son/Grand daughter | 75
Wife/Husband | 74
Other relative | 72
Other values (5) | 194

Length

Max length | 39
Median length | 31
Mean length | 17.84322
Min length | 5

Characters and Unicode

Total characters | 12633
Distinct characters | 30
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 | Son/daughter
2nd row | Head of the household
3rd row | Wife/Husband
4th row | Son/daughter
5th row | Other relative

#### Common Values

Value | Count | Frequency (%)
Son/daughter | 197 | 27.8%
Head of the household | 96 | 13.6%
Grand son/Grand daughter | 75 | 10.6%
Wife/Husband | 74 | 10.5%
Other relative | 72 | 10.2%
Boarder | 67 | 9.5%
Parents of head of the household/spouse | 64 | 9.0%
Son in law/Daughter in law | 41 | 5.8%
Domestic servant/driver/watcher | 16 | 2.3%
Other | 6 | 0.8%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
of | 224 | 13.0%
son/daughter | 197 | 11.5%
head | 160 | 9.3%
the | 160 | 9.3%
household | 96 | 5.6%
in | 82 | 4.8%
other | 78 | 4.5%
son/grand | 75 | 4.4%
daughter | 75 | 4.4%
grand | 75 | 4.4%
Other values (10) | 496 | 28.9%

#### Most occurring characters

Value | Count | Frequency (%)
e | 1348 | 10.7%
a | 1014 | 8.0%
| 1010 | 8.0%
o | 1004 | 7.9%
h | 951 | 7.5%
d | 899 | 7.1%
r | 875 | 6.9%
t | 735 | 5.8%
n | 699 | 5.5%
u | 611 | 4.8%
Other values (20) | 3487 | 27.6%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 12633 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
e | 1348 | 10.7%
a | 1014 | 8.0%
| 1010 | 8.0%
o | 1004 | 7.9%
h | 951 | 7.5%
d | 899 | 7.1%
r | 875 | 6.9%
t | 735 | 5.8%
n | 699 | 5.5%
u | 611 | 4.8%
Other values (20) | 3487 | 27.6%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 12633 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
e | 1348 | 10.7%
a | 1014 | 8.0%
| 1010 | 8.0%
o | 1004 | 7.9%
h | 951 | 7.5%
d | 899 | 7.1%
r | 875 | 6.9%
t | 735 | 5.8%
n | 699 | 5.5%
u | 611 | 4.8%
Other values (20) | 3487 | 27.6%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 12633 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
e | 1348 | 10.7%
a | 1014 | 8.0%
| 1010 | 8.0%
o | 1004 | 7.9%
h | 951 | 7.5%
d | 899 | 7.1%
r | 875 | 6.9%
t | 735 | 5.8%
n | 699 | 5.5%
u | 611 | 4.8%
Other values (20) | 3487 | 27.6%

gender
Categorical

Distinct | 2
Distinct (%) | 0.3%
Missing | 0
Missing (%) | 0.0%
Memory size | 5.7 KiB

Female | 368
Male | 340

Length

Max length | 6
Median length | 6
Mean length | 5.039548
Min length | 4

Characters and Unicode

Total characters | 3568
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 | Male
3rd row | Female
4th row | Female
5th row | Female

#### Common Values

Value | Count | Frequency (%)
Female | 368 | 52.0%
Male | 340 | 48.0%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
female | 368 | 52.0%
male | 340 | 48.0%

#### Most occurring characters

Value | Count | Frequency (%)
e | 1076 | 30.2%
a | 708 | 19.8%
l | 708 | 19.8%
F | 368 | 10.3%
m | 368 | 10.3%
M | 340 | 9.5%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 3568 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
e | 1076 | 30.2%
a | 708 | 19.8%
l | 708 | 19.8%
F | 368 | 10.3%
m | 368 | 10.3%
M | 340 | 9.5%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 3568 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
e | 1076 | 30.2%
a | 708 | 19.8%
l | 708 | 19.8%
F | 368 | 10.3%
m | 368 | 10.3%
M | 340 | 9.5%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 3568 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
e | 1076 | 30.2%
a | 708 | 19.8%
l | 708 | 19.8%
F | 368 | 10.3%
m | 368 | 10.3%
M | 340 | 9.5%

ethnicity
Categorical

High correlation Imbalance

Distinct | 6
Distinct (%) | 0.8%
Missing | 0
Missing (%) | 0.0%
Memory size | 5.7 KiB

Sinhala | 572
Sri Lankan Moor/Muslim | 89
Sri Lankan Tamil | 30
Indian Tamil | 9
Malay | 5

Length

Max length | 22
Median length | 7
Mean length | 9.3163842
Min length | 5

Characters and Unicode

Total characters | 6596
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 | 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 | 572 | 80.8%
Sri Lankan Moor/Muslim | 89 | 12.6%
Sri Lankan Tamil | 30 | 4.2%
Indian Tamil | 9 | 1.3%
Malay | 5 | 0.7%
Burgher | 3 | 0.4%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
sinhala | 572 | 59.9%
sri | 119 | 12.5%
lankan | 119 | 12.5%
moor/muslim | 89 | 9.3%
tamil | 39 | 4.1%
indian | 9 | 0.9%
malay | 5 | 0.5%
burgher | 3 | 0.3%

#### Most occurring characters

Value | Count | Frequency (%)
a | 1440 | 21.8%
n | 828 | 12.6%
i | 828 | 12.6%
l | 705 | 10.7%
S | 691 | 10.5%
h | 575 | 8.7%
| 247 | 3.7%
r | 214 | 3.2%
M | 183 | 2.8%
o | 178 | 2.7%
Other values (13) | 707 | 10.7%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 6596 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
a | 1440 | 21.8%
n | 828 | 12.6%
i | 828 | 12.6%
l | 705 | 10.7%
S | 691 | 10.5%
h | 575 | 8.7%
| 247 | 3.7%
r | 214 | 3.2%
M | 183 | 2.8%
o | 178 | 2.7%
Other values (13) | 707 | 10.7%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 6596 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
a | 1440 | 21.8%
n | 828 | 12.6%
i | 828 | 12.6%
l | 705 | 10.7%
S | 691 | 10.5%
h | 575 | 8.7%
| 247 | 3.7%
r | 214 | 3.2%
M | 183 | 2.8%
o | 178 | 2.7%
Other values (13) | 707 | 10.7%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 6596 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
a | 1440 | 21.8%
n | 828 | 12.6%
i | 828 | 12.6%
l | 705 | 10.7%
S | 691 | 10.5%
h | 575 | 8.7%
| 247 | 3.7%
r | 214 | 3.2%
M | 183 | 2.8%
o | 178 | 2.7%
Other values (13) | 707 | 10.7%

religion
Categorical

High correlation

Distinct | 6
Distinct (%) | 0.8%
Missing | 0
Missing (%) | 0.0%
Memory size | 5.7 KiB

Buddhism | 495
Islam | 94
Roman Catholicism | 73
Hinduism | 29
Other Christian denomination | 16

Length

Max length | 28
Median length | 8
Mean length | 8.9774011
Min length | 5

Characters and Unicode

Total characters | 6356
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 | 1 ?
Unique (%) | 0.1%

Sample

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

#### Common Values

Value | Count | Frequency (%)
Buddhism | 495 | 69.9%
Islam | 94 | 13.3%
Roman Catholicism | 73 | 10.3%
Hinduism | 29 | 4.1%
Other Christian denomination | 16 | 2.3%
Other | 1 | 0.1%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
buddhism | 495 | 60.9%
islam | 94 | 11.6%
roman | 73 | 9.0%
catholicism | 73 | 9.0%
hinduism | 29 | 3.6%
other | 17 | 2.1%
christian | 16 | 2.0%
denomination | 16 | 2.0%

#### Most occurring characters

Value | Count | Frequency (%)
d | 1035 | 16.3%
m | 780 | 12.3%
i | 763 | 12.0%
s | 707 | 11.1%
h | 601 | 9.5%
u | 524 | 8.2%
B | 495 | 7.8%
a | 272 | 4.3%
o | 178 | 2.8%
l | 167 | 2.6%
Other values (11) | 834 | 13.1%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 6356 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
d | 1035 | 16.3%
m | 780 | 12.3%
i | 763 | 12.0%
s | 707 | 11.1%
h | 601 | 9.5%
u | 524 | 8.2%
B | 495 | 7.8%
a | 272 | 4.3%
o | 178 | 2.8%
l | 167 | 2.6%
Other values (11) | 834 | 13.1%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 6356 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
d | 1035 | 16.3%
m | 780 | 12.3%
i | 763 | 12.0%
s | 707 | 11.1%
h | 601 | 9.5%
u | 524 | 8.2%
B | 495 | 7.8%
a | 272 | 4.3%
o | 178 | 2.8%
l | 167 | 2.6%
Other values (11) | 834 | 13.1%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 6356 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
d | 1035 | 16.3%
m | 780 | 12.3%
i | 763 | 12.0%
s | 707 | 11.1%
h | 601 | 9.5%
u | 524 | 8.2%
B | 495 | 7.8%
a | 272 | 4.3%
o | 178 | 2.8%
l | 167 | 2.6%
Other values (11) | 834 | 13.1%

marital_status
Categorical

Distinct | 6
Distinct (%) | 0.8%
Missing | 0
Missing (%) | 0.0%
Memory size | 5.7 KiB

Never married | 329
Currently married (registered) | 296
Widowed | 46
Currently married (customary) | 30
Separated (not legally) | 4

Length

Max length | 30
Median length | 29
Mean length | 20.430791
Min length | 7

Characters and Unicode

Total characters | 14465
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 | 0 ?
Unique (%) | 0.0%

Sample

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

#### Common Values

Value | Count | Frequency (%)
Never married | 329 | 46.5%
Currently married (registered) | 296 | 41.8%
Widowed | 46 | 6.5%
Currently married (customary) | 30 | 4.2%
Separated (not legally) | 4 | 0.6%
Divorced | 3 | 0.4%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
married | 655 | 38.6%
never | 329 | 19.4%
currently | 326 | 19.2%
registered | 296 | 17.4%
widowed | 46 | 2.7%
customary | 30 | 1.8%
separated | 4 | 0.2%
not | 4 | 0.2%
legally | 4 | 0.2%
divorced | 3 | 0.2%

#### Most occurring characters

Value | Count | Frequency (%)
r | 2920 | 20.2%
e | 2588 | 17.9%
d | 1050 | 7.3%
i | 1000 | 6.9%
| 989 | 6.8%
a | 697 | 4.8%
m | 685 | 4.7%
t | 660 | 4.6%
y | 360 | 2.5%
u | 356 | 2.5%
Other values (16) | 3160 | 21.8%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 14465 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
r | 2920 | 20.2%
e | 2588 | 17.9%
d | 1050 | 7.3%
i | 1000 | 6.9%
| 989 | 6.8%
a | 697 | 4.8%
m | 685 | 4.7%
t | 660 | 4.6%
y | 360 | 2.5%
u | 356 | 2.5%
Other values (16) | 3160 | 21.8%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 14465 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
r | 2920 | 20.2%
e | 2588 | 17.9%
d | 1050 | 7.3%
i | 1000 | 6.9%
| 989 | 6.8%
a | 697 | 4.8%
m | 685 | 4.7%
t | 660 | 4.6%
y | 360 | 2.5%
u | 356 | 2.5%
Other values (16) | 3160 | 21.8%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 14465 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
r | 2920 | 20.2%
e | 2588 | 17.9%
d | 1050 | 7.3%
i | 1000 | 6.9%
| 989 | 6.8%
a | 697 | 4.8%
m | 685 | 4.7%
t | 660 | 4.6%
y | 360 | 2.5%
u | 356 | 2.5%
Other values (16) | 3160 | 21.8%

current_attendance_in_any_education_instituition
Categorical

Imbalance Missing

Distinct | 7
Distinct (%) | 1.1%
Missing | 68
Missing (%) | 9.6%
Memory size | 5.7 KiB

Does not attend | 459
School | 94
University | 40
Preschool | 25
Other educational institution | 10
Other values (2) | 12

Length

Max length | 32
Median length | 15
Mean length | 13.589063
Min length | 6

Characters and Unicode

Total characters | 8697
Distinct characters | 24
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 | 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 | 459 | 64.8%
School | 94 | 13.3%
University | 40 | 5.6%
Preschool | 25 | 3.5%
Other educational institution | 10 | 1.4%
Vocational/Technical institution | 9 | 1.3%
Still a Toddler | 3 | 0.4%
(Missing) | 68 | 9.6%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
does | 459 | 28.8%
not | 459 | 28.8%
attend | 459 | 28.8%
school | 94 | 5.9%
university | 40 | 2.5%
preschool | 25 | 1.6%
institution | 19 | 1.2%
other | 10 | 0.6%
educational | 10 | 0.6%
vocational/technical | 9 | 0.6%
Other values (3) | 9 | 0.6%

#### Most occurring characters

Value | Count | Frequency (%)
t | 1506 | 17.3%
o | 1206 | 13.9%
n | 1024 | 11.8%
e | 1015 | 11.7%
| 953 | 11.0%
s | 543 | 6.2%
a | 509 | 5.9%
d | 475 | 5.5%
D | 459 | 5.3%
i | 168 | 1.9%
Other values (14) | 839 | 9.6%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 8697 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
t | 1506 | 17.3%
o | 1206 | 13.9%
n | 1024 | 11.8%
e | 1015 | 11.7%
| 953 | 11.0%
s | 543 | 6.2%
a | 509 | 5.9%
d | 475 | 5.5%
D | 459 | 5.3%
i | 168 | 1.9%
Other values (14) | 839 | 9.6%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 8697 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
t | 1506 | 17.3%
o | 1206 | 13.9%
n | 1024 | 11.8%
e | 1015 | 11.7%
| 953 | 11.0%
s | 543 | 6.2%
a | 509 | 5.9%
d | 475 | 5.5%
D | 459 | 5.3%
i | 168 | 1.9%
Other values (14) | 839 | 9.6%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 8697 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
t | 1506 | 17.3%
o | 1206 | 13.9%
n | 1024 | 11.8%
e | 1015 | 11.7%
| 953 | 11.0%
s | 543 | 6.2%
a | 509 | 5.9%
d | 475 | 5.5%
D | 459 | 5.3%
i | 168 | 1.9%
Other values (14) | 839 | 9.6%

highest_level_of_education
Categorical

Missing

Distinct | 19
Distinct (%) | 3.0%
Missing | 85
Missing (%) | 12.0%
Memory size | 5.7 KiB

Passed GAQ/GSQ | 109
Passed G.C.E.(O/L) | 91
Passed Grade 12 | 91
Passed post Graduate Degree | 63
Passed G.C.E.(A/L) or equivalent | 45
Other values (14) | 224

Length

Max length | 32
Median length | 27
Mean length | 17.775281
Min length | 3

Characters and Unicode

Total characters | 11074
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 | 0 ?
Unique (%) | 0.0%

Sample

1st row | Passed G.C.E.(A/L) or equivalent
2nd row | Passed G.C.E.(O/L)
3rd row | Passed Grade 5
4th row | Passed Grade 10
5th row | Passed Grade 12

#### Common Values

Value | Count | Frequency (%)
Passed GAQ/GSQ | 109 | 15.4%
Passed G.C.E.(O/L) | 91 | 12.9%
Passed Grade 12 | 91 | 12.9%
Passed post Graduate Degree | 63 | 8.9%
Passed G.C.E.(A/L) or equivalent | 45 | 6.4%
Passed Grade 10 | 32 | 4.5%
Passed Grade 9 | 30 | 4.2%
Passed Grade 6 | 23 | 3.2%
Studying/Studied Grade 1 | 22 | 3.1%
Passed Grade 8 | 22 | 3.1%
Other values (9) | 95 | 13.4%
(Missing) | 85 | 12.0%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
passed | 591 | 33.4%
grade | 294 | 16.6%
gaq/gsq | 109 | 6.2%
g.c.e.(o/l | 91 | 5.1%
12 | 91 | 5.1%
degree | 74 | 4.2%
post | 63 | 3.6%
graduate | 63 | 3.6%
g.c.e.(a/l | 45 | 2.5%
or | 45 | 2.5%
Other values (17) | 305 | 17.2%

#### Most occurring characters

Value | Count | Frequency (%)
e | 1282 | 11.6%
s | 1245 | 11.2%
| 1148 | 10.4%
a | 1067 | 9.6%
d | 1014 | 9.2%
G | 711 | 6.4%
P | 598 | 5.4%
r | 476 | 4.3%
. | 408 | 3.7%
/ | 278 | 2.5%
Other values (35) | 2847 | 25.7%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 11074 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
e | 1282 | 11.6%
s | 1245 | 11.2%
| 1148 | 10.4%
a | 1067 | 9.6%
d | 1014 | 9.2%
G | 711 | 6.4%
P | 598 | 5.4%
r | 476 | 4.3%
. | 408 | 3.7%
/ | 278 | 2.5%
Other values (35) | 2847 | 25.7%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 11074 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
e | 1282 | 11.6%
s | 1245 | 11.2%
| 1148 | 10.4%
a | 1067 | 9.6%
d | 1014 | 9.2%
G | 711 | 6.4%
P | 598 | 5.4%
r | 476 | 4.3%
. | 408 | 3.7%
/ | 278 | 2.5%
Other values (35) | 2847 | 25.7%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 11074 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
e | 1282 | 11.6%
s | 1245 | 11.2%
| 1148 | 10.4%
a | 1067 | 9.6%
d | 1014 | 9.2%
G | 711 | 6.4%
P | 598 | 5.4%
r | 476 | 4.3%
. | 408 | 3.7%
/ | 278 | 2.5%
Other values (35) | 2847 | 25.7%

main_activity_engaged_in
Categorical

High correlation Missing

Distinct | 10
Distinct (%) | 1.8%
Missing | 146
Missing (%) | 20.6%
Memory size | 5.7 KiB

1.Engaged in economic activity/ currently employed/ engaged in own business | 248
7.Household activities | 134
8.Student | 86
9.Too old / Disable/ unable to work. | 41
2.Retired and obtaining government/semi-government pension payment and is currently engaged in economic activity (employ | 22
Other values (5) | 31

Length

Max length | 120
Median length | 90
Mean length | 50.217082
Min length | 8

Characters and Unicode

Total characters | 28222
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 | 0 ?
Unique (%) | 0.0%

Sample

1st row | 3.Seeking for and available to work
2nd row | 1.Engaged in economic activity/ currently employed/ engaged in own business
3rd row | 7.Household activities
4th row | 9.Too old / Disable/ unable to work.
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 | 248 | 35.0%
7.Household activities | 134 | 18.9%
8.Student | 86 | 12.1%
9.Too old / Disable/ unable to work. | 41 | 5.8%
2.Retired and obtaining government/semi-government pension payment and is currently engaged in economic activity (employ | 22 | 3.1%
3.Seeking for and available to work | 12 | 1.7%
4.Retired - Obtaining government/semi-government pension payment and currently not engaged in economic activity (not emp | 6 | 0.8%
5.Retired from the private/semi-government sector and does not obtain any pension payment. | 5 | 0.7%
6.Received other pension payments. | 5 | 0.7%
10.Other | 3 | 0.4%
(Missing) | 146 | 20.6%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
in | 524 | 14.3%
activity | 276 | 7.5%
economic | 276 | 7.5%
currently | 276 | 7.5%
engaged | 276 | 7.5%
1.engaged | 248 | 6.8%
employed | 248 | 6.8%
own | 248 | 6.8%
business | 248 | 6.8%
7.household | 134 | 3.6%
Other values (35) | 920 | 25.0%

#### Most occurring characters

Value | Count | Frequency (%)
| 3112 | 11.0%
e | 2936 | 10.4%
n | 2621 | 9.3%
i | 2264 | 8.0%
o | 1742 | 6.2%
t | 1526 | 5.4%
c | 1248 | 4.4%
a | 1200 | 4.3%
s | 1161 | 4.1%
g | 1149 | 4.1%
Other values (34) | 9263 | 32.8%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 28222 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
| 3112 | 11.0%
e | 2936 | 10.4%
n | 2621 | 9.3%
i | 2264 | 8.0%
o | 1742 | 6.2%
t | 1526 | 5.4%
c | 1248 | 4.4%
a | 1200 | 4.3%
s | 1161 | 4.1%
g | 1149 | 4.1%
Other values (34) | 9263 | 32.8%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 28222 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
| 3112 | 11.0%
e | 2936 | 10.4%
n | 2621 | 9.3%
i | 2264 | 8.0%
o | 1742 | 6.2%
t | 1526 | 5.4%
c | 1248 | 4.4%
a | 1200 | 4.3%
s | 1161 | 4.1%
g | 1149 | 4.1%
Other values (34) | 9263 | 32.8%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 28222 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
| 3112 | 11.0%
e | 2936 | 10.4%
n | 2621 | 9.3%
i | 2264 | 8.0%
o | 1742 | 6.2%
t | 1526 | 5.4%
c | 1248 | 4.4%
a | 1200 | 4.3%
s | 1161 | 4.1%
g | 1149 | 4.1%
Other values (34) | 9263 | 32.8%

main_occupation
Categorical

High correlation Missing

Distinct | 11
Distinct (%) | 3.9%
Missing | 426
Missing (%) | 60.2%
Memory size | 5.7 KiB

05 Service worker and shop and market sales worker | 75
02 Professional | 45
09 Elementary occupation | 33
04 Clerk | 30
03 Technician and associate professional | 28
Other values (6) | 71

Length

Max length | 50
Median length | 42
Mean length | 31.72695
Min length | 8

Characters and Unicode

Total characters | 8947
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 | 11 No Occupation
2nd row | 06 Skilled agricultural and fishery worker
3rd row | 05 Service worker and shop and market sales worker
4th row | 07 Craft and related worker
5th row | 03 Technician and associate professional

#### Common Values

Value | Count | Frequency (%)
05 Service worker and shop and market sales worker | 75 | 10.6%
02 Professional | 45 | 6.4%
09 Elementary occupation | 33 | 4.7%
04 Clerk | 30 | 4.2%
03 Technician and associate professional | 28 | 4.0%
01 Legislator, senior official, and manager | 20 | 2.8%
06 Skilled agricultural and fishery worker | 13 | 1.8%
07 Craft and related worker | 13 | 1.8%
11 No Occupation | 12 | 1.7%
08 Plant and machine operator and assembler | 7 | 1.0%
(Missing) | 426 | 60.2%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
and | 238 | 16.6%
worker | 176 | 12.3%
05 | 75 | 5.2%
service | 75 | 5.2%
shop | 75 | 5.2%
market | 75 | 5.2%
sales | 75 | 5.2%
professional | 73 | 5.1%
02 | 45 | 3.1%
occupation | 45 | 3.1%
Other values (29) | 484 | 33.7%

#### Most occurring characters

Value | Count | Frequency (%)
| 1154 | 12.9%
e | 859 | 9.6%
r | 790 | 8.8%
a | 789 | 8.8%
o | 601 | 6.7%
s | 500 | 5.6%
n | 499 | 5.6%
i | 403 | 4.5%
l | 336 | 3.8%
c | 295 | 3.3%
Other values (33) | 2721 | 30.4%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 8947 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
| 1154 | 12.9%
e | 859 | 9.6%
r | 790 | 8.8%
a | 789 | 8.8%
o | 601 | 6.7%
s | 500 | 5.6%
n | 499 | 5.6%
i | 403 | 4.5%
l | 336 | 3.8%
c | 295 | 3.3%
Other values (33) | 2721 | 30.4%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 8947 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
| 1154 | 12.9%
e | 859 | 9.6%
r | 790 | 8.8%
a | 789 | 8.8%
o | 601 | 6.7%
s | 500 | 5.6%
n | 499 | 5.6%
i | 403 | 4.5%
l | 336 | 3.8%
c | 295 | 3.3%
Other values (33) | 2721 | 30.4%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 8947 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
| 1154 | 12.9%
e | 859 | 9.6%
r | 790 | 8.8%
a | 789 | 8.8%
o | 601 | 6.7%
s | 500 | 5.6%
n | 499 | 5.6%
i | 403 | 4.5%
l | 336 | 3.8%
c | 295 | 3.3%
Other values (33) | 2721 | 30.4%

daily_wage_owner_or_not
Boolean

Missing

Distinct | 2
Distinct (%) | 0.7%
Missing | 438
Missing (%) | 61.9%
Memory size | 1.5 KiB

False | 193
True | 77
(Missing) | 438

Value | Count | Frequency (%)
False | 193 | 27.3%
True | 77 | 10.9%
(Missing) | 438 | 61.9%

employment_status_of_the_main_occupation
Categorical

High correlation Missing

Distinct | 6
Distinct (%) | 2.1%
Missing | 426
Missing (%) | 60.2%
Memory size | 5.7 KiB

3 Private sector employee | 199
5 Own account worker | 29
1 Government employee | 23
4 Employer | 18
6 Contributing family worker | 9

Length

Max length | 28
Median length | 25
Mean length | 23.312057
Min length | 10

Characters and Unicode

Total characters | 6574
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 | 6 Contributing family worker
2nd row | 5 Own account worker
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 | 199 | 28.1%
5 Own account worker | 29 | 4.1%
1 Government employee | 23 | 3.2%
4 Employer | 18 | 2.5%
6 Contributing family worker | 9 | 1.3%
2 Semi government employee | 4 | 0.6%
(Missing) | 426 | 60.2%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
employee | 226 | 21.1%
3 | 199 | 18.6%
private | 199 | 18.6%
sector | 199 | 18.6%
worker | 38 | 3.6%
5 | 29 | 2.7%
own | 29 | 2.7%
account | 29 | 2.7%
government | 27 | 2.5%
1 | 23 | 2.2%
Other values (7) | 71 | 6.6%

#### Most occurring characters

Value | Count | Frequency (%)
e | 1190 | 18.1%
| 787 | 12.0%
o | 546 | 8.3%
r | 528 | 8.0%
t | 472 | 7.2%
m | 284 | 4.3%
c | 257 | 3.9%
y | 253 | 3.8%
l | 253 | 3.8%
p | 244 | 3.7%
Other values (23) | 1760 | 26.8%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 6574 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
e | 1190 | 18.1%
| 787 | 12.0%
o | 546 | 8.3%
r | 528 | 8.0%
t | 472 | 7.2%
m | 284 | 4.3%
c | 257 | 3.9%
y | 253 | 3.8%
l | 253 | 3.8%
p | 244 | 3.7%
Other values (23) | 1760 | 26.8%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 6574 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
e | 1190 | 18.1%
| 787 | 12.0%
o | 546 | 8.3%
r | 528 | 8.0%
t | 472 | 7.2%
m | 284 | 4.3%
c | 257 | 3.9%
y | 253 | 3.8%
l | 253 | 3.8%
p | 244 | 3.7%
Other values (23) | 1760 | 26.8%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 6574 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
e | 1190 | 18.1%
| 787 | 12.0%
o | 546 | 8.3%
r | 528 | 8.0%
t | 472 | 7.2%
m | 284 | 4.3%
c | 257 | 3.9%
y | 253 | 3.8%
l | 253 | 3.8%
p | 244 | 3.7%
Other values (23) | 1760 | 26.8%

no_of_hours_stayed_at_home_during_last_week
Real number (ℝ)

Zeros

Distinct | 117
Distinct (%) | 16.5%
Missing | 0
Missing (%) | 0.0%
Infinite | 0
Infinite (%) | 0.0%
Mean | 125.35487

Minimum | 0
Maximum | 168
Zeros | 19
Zeros (%) | 2.7%
Negative | 0
Negative (%) | 0.0%
Memory size | 5.7 KiB

Quantile statistics

Minimum | 0
5-th percentile | 24
Q1 | 96
median | 139
Q3 | 168
95-th percentile | 168
Maximum | 168
Range | 168
Interquartile range (IQR) | 72

Descriptive statistics

Standard deviation | 47.132129
Coefficient of variation (CV) | 0.37598961
Kurtosis | -0.011418174
Mean | 125.35487
Median Absolute Deviation (MAD) | 29
Skewness | -0.93008288
Sum | 88751.25
Variance | 2221.4376
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=50)

Value | Count | Frequency (%)
168 | 270 | 38.1%
120 | 22 | 3.1%
0 | 19 | 2.7%
108 | 18 | 2.5%
84 | 18 | 2.5%
96 | 17 | 2.4%
110 | 15 | 2.1%
160 | 15 | 2.1%
70 | 13 | 1.8%
100 | 13 | 1.8%
Other values (107) | 288 | 40.7%

Value | Count | Frequency (%)
0 | 19 | 2.7%
5 | 1 | 0.1%
8 | 1 | 0.1%
10 | 1 | 0.1%
10.25 | 1 | 0.1%
11 | 1 | 0.1%
16 | 2 | 0.3%
19 | 1 | 0.1%
20 | 4 | 0.6%
24 | 6 | 0.8%

Value | Count | Frequency (%)
168 | 270 | 38.1%
167 | 1 | 0.1%
166 | 3 | 0.4%
165 | 4 | 0.6%
164 | 2 | 0.3%
163 | 2 | 0.3%
162 | 2 | 0.3%
161 | 1 | 0.1%
160 | 15 | 2.1%
159 | 1 | 0.1%

# 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 | 0.042 | 0.116 | 0.000 | 0.000 | 0.143 | 0.000 | 0.057 | 0.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.150 | 0.043
age | 0.042 | 1.000 | 0.475 | 0.256 | 0.176 | 0.145 | 0.104 | 0.330 | 0.351 | 0.129 | 0.383 | 0.025 | 0.367 | 0.068 | -1.000
current_attendance_in_any_education_instituition | 0.116 | 0.475 | 1.000 | 0.109 | 0.109 | 0.032 | 0.120 | 0.348 | 0.392 | 0.098 | 0.295 | 0.178 | 0.309 | 0.017 | 0.475
daily_wage_owner_or_not | 0.000 | 0.256 | 0.109 | 1.000 | 0.479 | 0.140 | 0.110 | 0.329 | 0.000 | 0.402 | 0.124 | 0.190 | 0.193 | 0.171 | 0.253
employment_status_of_the_main_occupation | 0.000 | 0.176 | 0.109 | 0.479 | 1.000 | 0.000 | 0.157 | 0.000 | 0.538 | 0.382 | 0.083 | 0.174 | 0.185 | 0.090 | 0.172
ethnicity | 0.143 | 0.145 | 0.032 | 0.140 | 0.000 | 1.000 | 0.000 | 0.152 | 0.128 | 0.150 | 0.106 | 0.052 | 0.049 | 0.628 | 0.146
gender | 0.000 | 0.104 | 0.120 | 0.110 | 0.157 | 0.000 | 1.000 | 0.168 | 0.452 | 0.296 | 0.205 | 0.252 | 0.375 | 0.000 | 0.108
highest_level_of_education | 0.057 | 0.330 | 0.348 | 0.329 | 0.000 | 0.152 | 0.168 | 1.000 | 0.108 | 0.198 | 0.163 | 0.097 | 0.206 | 0.049 | 0.332
main_activity_engaged_in | 0.000 | 0.351 | 0.392 | 0.000 | 0.538 | 0.128 | 0.452 | 0.108 | 1.000 | 0.594 | 0.283 | 0.229 | 0.241 | 0.000 | 0.350
main_occupation | 0.000 | 0.129 | 0.098 | 0.402 | 0.382 | 0.150 | 0.296 | 0.198 | 0.594 | 1.000 | 0.134 | 0.146 | 0.155 | 0.000 | 0.133
marital_status | 0.000 | 0.383 | 0.295 | 0.124 | 0.083 | 0.106 | 0.205 | 0.163 | 0.283 | 0.134 | 1.000 | 0.086 | 0.364 | 0.052 | 0.384
no_of_hours_stayed_at_home_during_last_week | 0.000 | 0.025 | 0.178 | 0.190 | 0.174 | 0.052 | 0.252 | 0.097 | 0.229 | 0.146 | 0.086 | 1.000 | 0.173 | 0.062 | -0.025
relationship_to_the_head_of_household | 0.040 | 0.367 | 0.309 | 0.193 | 0.185 | 0.049 | 0.375 | 0.206 | 0.241 | 0.155 | 0.364 | 0.173 | 1.000 | 0.074 | 0.368
religion | 0.150 | 0.068 | 0.017 | 0.171 | 0.090 | 0.628 | 0.000 | 0.049 | 0.000 | 0.000 | 0.052 | 0.062 | 0.074 | 1.000 | 0.068
year_of_birth | 0.043 | -1.000 | 0.475 | 0.253 | 0.172 | 0.146 | 0.108 | 0.332 | 0.350 | 0.133 | 0.384 | -0.025 | 0.368 | 0.068 | 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 | ID0072 | I8 | 1992.0 | 32.0 | Son/daughter | Male | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(A/L) or equivalent | 3.Seeking for and available to work | 11 No Occupation | NaN | 6 Contributing family worker | 134.0
1 | ID2755 | I4 | 1959.0 | 65.0 | Head of the household | Male | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed G.C.E.(O/L) | 1.Engaged in economic activity/ currently employed/ engaged in own business | 06 Skilled agricultural and fishery worker | Yes | 5 Own account worker | 100.0
2 | ID2755 | I5 | 1965.0 | 59.0 | Wife/Husband | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed Grade 5 | 7.Household activities | NaN | NaN | NaN | 168.0
3 | ID0103 | I3 | 2023.0 | 1.0 | Son/daughter | Female | Sinhala | Buddhism | Never married | NaN | NaN | NaN | NaN | NaN | NaN | 96.0
4 | ID1544 | I4 | 1964.0 | 60.0 | Other relative | Female | Sinhala | Buddhism | Never married | Does not attend | Passed Grade 10 | 9.Too old / Disable/ unable to work. | NaN | NaN | NaN | 0.0
5 | ID1502 | I5 | 1982.0 | 42.0 | Wife/Husband | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Passed Grade 12 | 1.Engaged in economic activity/ currently employed/ engaged in own business | 05 Service worker and shop and market sales worker | No | 3 Private sector employee | 96.0
6 | ID2595 | I3 | 2006.0 | 18.0 | Son in law/Daughter in law | Female | Sinhala | Buddhism | Currently married (registered) | School | Passed Grade 12 | 7.Household activities | NaN | NaN | NaN | 168.0
7 | ID0693 | I6 | 1999.0 | 25.0 | Wife/Husband | Male | Sri Lankan Tamil | Hinduism | Currently married (registered) | Does not attend | Passed Grade 6 | 1.Engaged in economic activity/ currently employed/ engaged in own business | 07 Craft and related worker | No | 3 Private sector employee | 120.0
8 | ID0693 | I7 | 2001.0 | 23.0 | Head of the household | Female | Sri Lankan Tamil | Hinduism | Currently married (registered) | Does not attend | Passed Grade 9 | 7.Household activities | NaN | NaN | NaN | 162.0
9 | ID2061 | I5 | 1993.0 | 31.0 | Son in law/Daughter in law | Male | Sinhala | Roman Catholicism | Currently married (registered) | Does not attend | Passed post Graduate Degree | 1.Engaged in economic activity/ currently employed/ engaged in own business | 03 Technician and associate professional | No | 3 Private sector employee | 168.0

| 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
--- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | ---
698 | ID0202 | I6 | 2021.0 | 3.0 | Son/daughter | Female | Sinhala | Buddhism | Never married | Preschool | NaN | NaN | NaN | NaN | NaN | 168.0
699 | ID0202 | I7 | 1956.0 | 68.0 | Domestic servant/driver/watcher | Female | Sinhala | Buddhism | Currently married (registered) | Does not attend | Studying/Studied Grade 1 | 7.Household activities | NaN | NaN | NaN | 168.0
700 | ID3142 | I2 | 1993.0 | 31.0 | Boarder | Male | Sinhala | Buddhism | Never married | University | Passed post Graduate Degree | 1.Engaged in economic activity/ currently employed/ engaged in own business | 05 Service worker and shop and market sales worker | No | 3 Private sector employee | 156.0
701 | ID3142 | I3 | 1993.0 | 31.0 | Boarder | Male | Sinhala | Buddhism | Never married | University | Passed Degree / Diploma | 1.Engaged in economic activity/ currently employed/ engaged in own business | 05 Service worker and shop and market sales worker | No | 3 Private sector employee | 156.0
702 | ID1084 | I4 | 2001.0 | 23.0 | Other | Female | Sinhala | Roman Catholicism | Never married | Does not attend | Passed Grade 12 | 3.Seeking for and available to work | 11 No Occupation | NaN | 6 Contributing family worker | 91.0
703 | ID0589 | I10 | 1981.0 | 43.0 | Head of the household | Female | Sri Lankan Tamil | Roman Catholicism | Widowed | Does not attend | Passed Grade 6 | 1.Engaged in economic activity/ currently employed/ engaged in own business | 09 Elementary occupation | No | 3 Private sector employee | 110.0
704 | ID0589 | I11 | 1999.0 | 25.0 | Son/daughter | Male | Sinhala | Roman Catholicism | Currently married (registered) | Does not attend | Passed Grade 10 | 1.Engaged in economic activity/ currently employed/ engaged in own business | 07 Craft and related worker | Yes | 3 Private sector employee | 0.0
705 | ID0589 | I12 | 2003.0 | 21.0 | Son/daughter | Male | Sinhala | Roman Catholicism | Never married | Does not attend | Passed G.C.E.(O/L) | 1.Engaged in economic activity/ currently employed/ engaged in own business | 07 Craft and related worker | Yes | 3 Private sector employee | 166.0
706 | ID0426 | I5 | 1948.0 | 76.0 | Head of the household | Female | Sinhala | Buddhism | Widowed | Does not attend | Passed Grade 4 | 7.Household activities | NaN | NaN | NaN | 168.0
707 | ID0426 | I6 | 1979.0 | 45.0 | 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 | 07 Craft and related worker | Yes | 5 Own account worker | 84.0