# Overview

Brought to you by YData

Dataset statistics

Number of variables | 3
Number of observations | 5
Missing cells | 0
Missing cells (%) | 0.0%
Duplicate rows | 0
Duplicate rows (%) | 0.0%
Total size in memory | 248.0 B
Average record size in memory | 49.6 B

Variable types

Text | 2
Categorical | 1

Reproduction

Analysis started | 2025-02-27 04:59:26.781220
Analysis finished | 2025-02-27 04:59:26.976679
Duration | 0.2 seconds
Software version | ydata-profiling vv4.11.0
Download configuration | config.json

# Variables

household_ID
Text

Distinct | 3
Distinct (%) | 60.0%
Missing | 0
Missing (%) | 0.0%
Memory size | 168.0 B

Length

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

Characters and Unicode

Total characters | 30
Distinct characters | 7
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 (%) | 40.0%

Sample

1st row | ID0121
2nd row | ID2282
3rd row | ID2721
4th row | ID2721
5th row | ID2721

Value | Count | Frequency (%)
id2721 | 3 | 60.0%
id0121 | 1 | 20.0%
id2282 | 1 | 20.0%

#### Most occurring characters

Value | Count | Frequency (%)
2 | 10 | 33.3%
I | 5 | 16.7%
D | 5 | 16.7%
1 | 5 | 16.7%
7 | 3 | 10.0%
0 | 1 | 3.3%
8 | 1 | 3.3%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 30 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
2 | 10 | 33.3%
I | 5 | 16.7%
D | 5 | 16.7%
1 | 5 | 16.7%
7 | 3 | 10.0%
0 | 1 | 3.3%
8 | 1 | 3.3%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 30 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
2 | 10 | 33.3%
I | 5 | 16.7%
D | 5 | 16.7%
1 | 5 | 16.7%
7 | 3 | 10.0%
0 | 1 | 3.3%
8 | 1 | 3.3%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 30 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
2 | 10 | 33.3%
I | 5 | 16.7%
D | 5 | 16.7%
1 | 5 | 16.7%
7 | 3 | 10.0%
0 | 1 | 3.3%
8 | 1 | 3.3%

Room_Type
Text

Distinct | 4
Distinct (%) | 80.0%
Missing | 0
Missing (%) | 0.0%
Memory size | 168.0 B

Length

Max length | 89
Median length | 35
Mean length | 30.8
Min length | 8

Characters and Unicode

Total characters | 154
Distinct characters | 27
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 | 3 ?
Unique (%) | 60.0%

Sample

1st row | Living room
2nd row | Kitchen and/or pantry / dining room
3rd row | Living room
4th row | Bedrooms
5th row | Other rooms / parts in the house including passages, verandas, balconies, staircase, etc.

Value | Count | Frequency (%)
room | 3 | 12.5%
living | 2 | 8.3%
| 2 | 8.3%
kitchen | 1 | 4.2%
and/or | 1 | 4.2%
pantry | 1 | 4.2%
dining | 1 | 4.2%
bedrooms | 1 | 4.2%
other | 1 | 4.2%
rooms | 1 | 4.2%
Other values (10) | 10 | 41.7%

#### Most occurring characters

Value | Count | Frequency (%)
| 19 | 12.3%
o | 13 | 8.4%
i | 12 | 7.8%
n | 12 | 7.8%
r | 11 | 7.1%
s | 11 | 7.1%
a | 10 | 6.5%
e | 10 | 6.5%
t | 7 | 4.5%
m | 5 | 3.2%
Other values (17) | 44 | 28.6%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 154 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
| 19 | 12.3%
o | 13 | 8.4%
i | 12 | 7.8%
n | 12 | 7.8%
r | 11 | 7.1%
s | 11 | 7.1%
a | 10 | 6.5%
e | 10 | 6.5%
t | 7 | 4.5%
m | 5 | 3.2%
Other values (17) | 44 | 28.6%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 154 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
| 19 | 12.3%
o | 13 | 8.4%
i | 12 | 7.8%
n | 12 | 7.8%
r | 11 | 7.1%
s | 11 | 7.1%
a | 10 | 6.5%
e | 10 | 6.5%
t | 7 | 4.5%
m | 5 | 3.2%
Other values (17) | 44 | 28.6%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 154 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
| 19 | 12.3%
o | 13 | 8.4%
i | 12 | 7.8%
n | 12 | 7.8%
r | 11 | 7.1%
s | 11 | 7.1%
a | 10 | 6.5%
e | 10 | 6.5%
t | 7 | 4.5%
m | 5 | 3.2%
Other values (17) | 44 | 28.6%

no_of_rooms
Categorical

Distinct | 2
Distinct (%) | 40.0%
Missing | 0
Missing (%) | 0.0%
Memory size | 168.0 B

1.0 | 3
2.0 | 2

Length

Max length | 3
Median length | 3
Mean length | 3
Min length | 3

Characters and Unicode

Total characters | 15
Distinct characters | 4
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 | 1.0
2nd row | 1.0
3rd row | 1.0
4th row | 2.0
5th row | 2.0

#### Common Values

Value | Count | Frequency (%)
1.0 | 3 | 60.0%
2.0 | 2 | 40.0%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
1.0 | 3 | 60.0%
2.0 | 2 | 40.0%

#### Most occurring characters

Value | Count | Frequency (%)
. | 5 | 33.3%
0 | 5 | 33.3%
1 | 3 | 20.0%
2 | 2 | 13.3%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 15 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
. | 5 | 33.3%
0 | 5 | 33.3%
1 | 3 | 20.0%
2 | 2 | 13.3%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 15 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
. | 5 | 33.3%
0 | 5 | 33.3%
1 | 3 | 20.0%
2 | 2 | 13.3%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 15 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
. | 5 | 33.3%
0 | 5 | 33.3%
1 | 3 | 20.0%
2 | 2 | 13.3%

# Missing values

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

# Sample

| household_ID | Room_Type | no_of_rooms
--- | --- | --- | ---
0 | ID0121 | Living room | 1.0
1 | ID2282 | Kitchen and/or pantry / dining room | 1.0
2 | ID2721 | Living room | 1.0
3 | ID2721 | Bedrooms | 2.0
4 | ID2721 | Other rooms / parts in the house including passages, verandas, balconies, staircase, etc. | 2.0

| household_ID | Room_Type | no_of_rooms
--- | --- | --- | ---
0 | ID0121 | Living room | 1.0
1 | ID2282 | Kitchen and/or pantry / dining room | 1.0
2 | ID2721 | Living room | 1.0
3 | ID2721 | Bedrooms | 2.0
4 | ID2721 | Other rooms / parts in the house including passages, verandas, balconies, staircase, etc. | 2.0