# Overview

Brought to you by YData

Dataset statistics

Number of variables | 16
Number of observations | 27984
Missing cells | 223596
Missing cells (%) | 49.9%
Duplicate rows | 0
Duplicate rows (%) | 0.0%
Total size in memory | 3.4 MiB
Average record size in memory | 128.0 B

Variable types

Text | 1
Categorical | 12
Numeric | 3

Alerts

`have_curtains_or_blinds_for_windows` is highly overall correlated with `main_material_used_for_the_floor_of_the_room` and 2 other fields | High correlation
`have_other_ventelation_openings` is highly overall correlated with `no_of_ACs_in_the_room` | High correlation
`main_material_used_for_the_floor_of_the_room` is highly overall correlated with `have_curtains_or_blinds_for_windows` and 3 other fields | High correlation
`main_material_used_for_the_roof_of_the_room` is highly overall correlated with `have_curtains_or_blinds_for_windows` and 1 other fields | High correlation
`no_of_ACs_in_the_room` is highly overall correlated with `have_curtains_or_blinds_for_windows` and 7 other fields | High correlation
`no_of_bulbs_in_the_room` is highly overall correlated with `main_material_used_for_the_floor_of_the_room` and 1 other fields | High correlation
`no_of_bulbs_used_last_week` is highly overall correlated with `main_material_used_for_the_floor_of_the_room` and 1 other fields | High correlation
`no_of_doors_opened_to_external_environment` is highly overall correlated with `no_of_ACs_in_the_room` and 1 other fields | High correlation
`no_of_fans_in_the_room` is highly overall correlated with `no_of_windows` and 1 other fields | High correlation
`no_of_windows` is highly overall correlated with `no_of_ACs_in_the_room` and 1 other fields | High correlation
`storey_which_the_room_located` is highly overall correlated with `no_of_ACs_in_the_room` and 1 other fields | High correlation
`type_of_ceiling_of_the_room` is highly overall correlated with `no_of_ACs_in_the_room` and 3 other fields | High correlation
`was_this_available_during_w2_and_was_there_any_changes_done_in_this_part` is highly imbalanced (99.2%) | Imbalance
`no_of_ACs_in_the_room` is highly imbalanced (91.5%) | Imbalance
`storey_which_the_room_located` has 27946 (99.9%) missing values | Missing
`main_material_used_for_the_roof_of_the_room` has 27946 (99.9%) missing values | Missing
`type_of_ceiling_of_the_room` has 27946 (99.9%) missing values | Missing
`main_material_used_for_the_floor_of_the_room` has 27946 (99.9%) missing values | Missing
`no_of_doors_opened_to_external_environment` has 27946 (99.9%) missing values | Missing
`no_of_windows` has 27946 (99.9%) missing values | Missing
`have_curtains_or_blinds_for_windows` has 27967 (99.9%) missing values | Missing
`have_other_ventelation_openings` has 27946 (99.9%) missing values | Missing
`no_of_bulbs_in_the_room` has 2126 (7.6%) zeros | Zeros
`no_of_bulbs_used_last_week` has 5093 (18.2%) zeros | Zeros
`no_of_fans_in_the_room` has 18600 (66.5%) zeros | Zeros

Reproduction

Analysis started | 2025-02-27 04:59:28.351959
Analysis finished | 2025-02-27 04:59:31.096605
Duration | 2.74 seconds
Software version | ydata-profiling vv4.11.0
Download configuration | config.json

# Variables

household_ID
Text

Distinct | 3390
Distinct (%) | 12.1%
Missing | 6
Missing (%) | < 0.1%
Memory size | 218.8 KiB

Length

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

Characters and Unicode

Total characters | 167868
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 | 1 ?
Unique (%) | < 0.1%

Sample

1st row | ID0726
2nd row | ID0726
3rd row | ID0726
4th row | ID0726
5th row | ID0726

Value | Count | Frequency (%)
id1165 | 30 | 0.1%
id0018 | 25 | 0.1%
id3596 | 24 | 0.1%
id1142 | 23 | 0.1%
id2810 | 22 | 0.1%
id2660 | 22 | 0.1%
id0198 | 21 | 0.1%
id3203 | 20 | 0.1%
id2632 | 20 | 0.1%
id0779 | 20 | 0.1%
Other values (3380) | 27751 | 99.2%

#### Most occurring characters

Value | Count | Frequency (%)
I | 27978 | 16.7%
D | 27978 | 16.7%
0 | 15711 | 9.4%
3 | 15518 | 9.2%
2 | 15164 | 9.0%
1 | 15073 | 9.0%
4 | 8783 | 5.2%
6 | 8663 | 5.2%
5 | 8396 | 5.0%
8 | 8316 | 5.0%
Other values (2) | 16288 | 9.7%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 167868 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
I | 27978 | 16.7%
D | 27978 | 16.7%
0 | 15711 | 9.4%
3 | 15518 | 9.2%
2 | 15164 | 9.0%
1 | 15073 | 9.0%
4 | 8783 | 5.2%
6 | 8663 | 5.2%
5 | 8396 | 5.0%
8 | 8316 | 5.0%
Other values (2) | 16288 | 9.7%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 167868 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
I | 27978 | 16.7%
D | 27978 | 16.7%
0 | 15711 | 9.4%
3 | 15518 | 9.2%
2 | 15164 | 9.0%
1 | 15073 | 9.0%
4 | 8783 | 5.2%
6 | 8663 | 5.2%
5 | 8396 | 5.0%
8 | 8316 | 5.0%
Other values (2) | 16288 | 9.7%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 167868 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
I | 27978 | 16.7%
D | 27978 | 16.7%
0 | 15711 | 9.4%
3 | 15518 | 9.2%
2 | 15164 | 9.0%
1 | 15073 | 9.0%
4 | 8783 | 5.2%
6 | 8663 | 5.2%
5 | 8396 | 5.0%
8 | 8316 | 5.0%
Other values (2) | 16288 | 9.7%

ROOM_ID
Categorical

Distinct | 34
Distinct (%) | 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 218.8 KiB

I1 | 3391
I2 | 3390
I3 | 3374
I4 | 3309
I5 | 3105
Other values (29) | 11415

Length

Max length | 6
Median length | 2
Mean length | 2.129574
Min length | 2

Characters and Unicode

Total characters | 59594
Distinct characters | 14
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 | 5 ?
Unique (%) | < 0.1%

Sample

1st row | I1
2nd row | I2
3rd row | I3
4th row | I4
5th row | I5

#### Common Values

Value | Count | Frequency (%)
I1 | 3391 | 12.1%
I2 | 3390 | 12.1%
I3 | 3374 | 12.1%
I4 | 3309 | 11.8%
I5 | 3105 | 11.1%
I6 | 2690 | 9.6%
I7 | 2177 | 7.8%
I8 | 1756 | 6.3%
I9 | 1469 | 5.2%
I10 | 1283 | 4.6%
Other values (24) | 2040 | 7.3%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
i1 | 3391 | 12.1%
i2 | 3390 | 12.1%
i3 | 3374 | 12.1%
i4 | 3309 | 11.8%
i5 | 3105 | 11.1%
i6 | 2690 | 9.6%
i7 | 2177 | 7.8%
i8 | 1756 | 6.3%
i9 | 1469 | 5.2%
i10 | 1283 | 4.6%
Other values (24) | 2040 | 7.3%

#### Most occurring characters

Value | Count | Frequency (%)
I | 27984 | 47.0%
1 | 7204 | 12.1%
2 | 3829 | 6.4%
3 | 3668 | 6.2%
4 | 3520 | 5.9%
5 | 3261 | 5.5%
6 | 2802 | 4.7%
7 | 2254 | 3.8%
8 | 1811 | 3.0%
9 | 1505 | 2.5%
Other values (4) | 1756 | 2.9%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 59594 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
I | 27984 | 47.0%
1 | 7204 | 12.1%
2 | 3829 | 6.4%
3 | 3668 | 6.2%
4 | 3520 | 5.9%
5 | 3261 | 5.5%
6 | 2802 | 4.7%
7 | 2254 | 3.8%
8 | 1811 | 3.0%
9 | 1505 | 2.5%
Other values (4) | 1756 | 2.9%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 59594 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
I | 27984 | 47.0%
1 | 7204 | 12.1%
2 | 3829 | 6.4%
3 | 3668 | 6.2%
4 | 3520 | 5.9%
5 | 3261 | 5.5%
6 | 2802 | 4.7%
7 | 2254 | 3.8%
8 | 1811 | 3.0%
9 | 1505 | 2.5%
Other values (4) | 1756 | 2.9%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 59594 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
I | 27984 | 47.0%
1 | 7204 | 12.1%
2 | 3829 | 6.4%
3 | 3668 | 6.2%
4 | 3520 | 5.9%
5 | 3261 | 5.5%
6 | 2802 | 4.7%
7 | 2254 | 3.8%
8 | 1811 | 3.0%
9 | 1505 | 2.5%
Other values (4) | 1756 | 2.9%

room_type
Categorical

Distinct | 19
Distinct (%) | 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 218.8 KiB

Bedrooms | 8544
Bathroom and / or toilets | 4628
Kitchen and/ or pantry/dining room | 4318
Living room | 3657
Gaming room | 3238
Other values (14) | 3599

Length

Max length | 37
Median length | 34
Mean length | 15.679924
Min length | 5

Characters and Unicode

Total characters | 438787
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 (%) | < 0.1%

Sample

1st row | Living room
2nd row | Bedrooms
3rd row | Bedrooms
4th row | Kitchen and/ or pantry/dining room
5th row | Bathroom and / or toilets

#### Common Values

Value | Count | Frequency (%)
Bedrooms | 8544 | 30.5%
Bathroom and / or toilets | 4628 | 16.5%
Kitchen and/ or pantry/dining room | 4318 | 15.4%
Living room | 3657 | 13.1%
Gaming room | 3238 | 11.6%
Passage | 1409 | 5.0%
Veranda | 896 | 3.2%
Servant’s Room | 505 | 1.8%
Storage room | 361 | 1.3%
Garden | 152 | 0.5%
Other values (9) | 276 | 1.0%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
room | 12132 | 16.9%
or | 8954 | 12.5%
and | 8954 | 12.5%
bedrooms | 8544 | 11.9%
| 4636 | 6.5%
bathroom | 4628 | 6.4%
toilets | 4628 | 6.4%
kitchen | 4326 | 6.0%
pantry/dining | 4318 | 6.0%
living | 3657 | 5.1%
Other values (20) | 7055 | 9.8%

#### Most occurring characters

Value | Count | Frequency (%)
o | 64845 | 14.8%
| 43856 | 10.0%
r | 40264 | 9.2%
n | 34752 | 7.9%
m | 28594 | 6.5%
i | 28343 | 6.5%
a | 27018 | 6.2%
t | 23679 | 5.4%
d | 22926 | 5.2%
e | 21159 | 4.8%
Other values (22) | 103351 | 23.6%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 438787 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
o | 64845 | 14.8%
| 43856 | 10.0%
r | 40264 | 9.2%
n | 34752 | 7.9%
m | 28594 | 6.5%
i | 28343 | 6.5%
a | 27018 | 6.2%
t | 23679 | 5.4%
d | 22926 | 5.2%
e | 21159 | 4.8%
Other values (22) | 103351 | 23.6%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 438787 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
o | 64845 | 14.8%
| 43856 | 10.0%
r | 40264 | 9.2%
n | 34752 | 7.9%
m | 28594 | 6.5%
i | 28343 | 6.5%
a | 27018 | 6.2%
t | 23679 | 5.4%
d | 22926 | 5.2%
e | 21159 | 4.8%
Other values (22) | 103351 | 23.6%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 438787 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
o | 64845 | 14.8%
| 43856 | 10.0%
r | 40264 | 9.2%
n | 34752 | 7.9%
m | 28594 | 6.5%
i | 28343 | 6.5%
a | 27018 | 6.2%
t | 23679 | 5.4%
d | 22926 | 5.2%
e | 21159 | 4.8%
Other values (22) | 103351 | 23.6%

was_this_available_during_w2_and_was_there_any_changes_done_in_this_part
Categorical

Imbalance

Distinct | 4
Distinct (%) | < 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 218.8 KiB

Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | 27946
No, this section was built after the second interview | 21
Yes, this was a part of the house when the second interview was done, but there were some changes done to this section o | 14
No, this section was built after the 2nd interview | 3

Length

Max length | 120
Median length | 120
Mean length | 119.94222
Min length | 50

Characters and Unicode

Total characters | 3356463
Distinct characters | 25
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 | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho
2nd row | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho
3rd row | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho
4th row | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho
5th row | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho

#### Common Values

Value | Count | Frequency (%)
Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | 27946 | 99.9%
No, this section was built after the second interview | 21 | 0.1%
Yes, this was a part of the house when the second interview was done, but there were some changes done to this section o | 14 | 0.1%
No, this section was built after the 2nd interview | 3 | < 0.1%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
the | 83890 | 12.0%
this | 55944 | 8.0%
was | 55944 | 8.0%
done | 55920 | 8.0%
of | 55906 | 8.0%
interview | 27984 | 4.0%
section | 27984 | 4.0%
second | 27981 | 4.0%
no | 27970 | 4.0%
yes | 27960 | 4.0%
Other values (16) | 251719 | 36.0%

#### Most occurring characters

Value | Count | Frequency (%)
| 671218 | 20.0%
e | 419569 | 12.5%
o | 279655 | 8.3%
t | 251798 | 7.5%
s | 251747 | 7.5%
n | 251684 | 7.5%
h | 251674 | 7.5%
a | 167794 | 5.0%
i | 139920 | 4.2%
w | 139848 | 4.2%
Other values (15) | 531556 | 15.8%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 3356463 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
| 671218 | 20.0%
e | 419569 | 12.5%
o | 279655 | 8.3%
t | 251798 | 7.5%
s | 251747 | 7.5%
n | 251684 | 7.5%
h | 251674 | 7.5%
a | 167794 | 5.0%
i | 139920 | 4.2%
w | 139848 | 4.2%
Other values (15) | 531556 | 15.8%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 3356463 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
| 671218 | 20.0%
e | 419569 | 12.5%
o | 279655 | 8.3%
t | 251798 | 7.5%
s | 251747 | 7.5%
n | 251684 | 7.5%
h | 251674 | 7.5%
a | 167794 | 5.0%
i | 139920 | 4.2%
w | 139848 | 4.2%
Other values (15) | 531556 | 15.8%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 3356463 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
| 671218 | 20.0%
e | 419569 | 12.5%
o | 279655 | 8.3%
t | 251798 | 7.5%
s | 251747 | 7.5%
n | 251684 | 7.5%
h | 251674 | 7.5%
a | 167794 | 5.0%
i | 139920 | 4.2%
w | 139848 | 4.2%
Other values (15) | 531556 | 15.8%

storey_which_the_room_located
Categorical

High correlation Missing

Distinct | 2
Distinct (%) | 5.3%
Missing | 27946
Missing (%) | 99.9%
Memory size | 218.8 KiB

0.0 | 31
1.0 | 7

Length

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

Characters and Unicode

Total characters | 114
Distinct characters | 3
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 | 0.0
2nd row | 0.0
3rd row | 0.0
4th row | 0.0
5th row | 0.0

#### Common Values

Value | Count | Frequency (%)
0.0 | 31 | 0.1%
1.0 | 7 | < 0.1%
(Missing) | 27946 | 99.9%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
0.0 | 31 | 81.6%
1.0 | 7 | 18.4%

#### Most occurring characters

Value | Count | Frequency (%)
0 | 69 | 60.5%
. | 38 | 33.3%
1 | 7 | 6.1%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 114 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
0 | 69 | 60.5%
. | 38 | 33.3%
1 | 7 | 6.1%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 114 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
0 | 69 | 60.5%
. | 38 | 33.3%
1 | 7 | 6.1%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 114 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
0 | 69 | 60.5%
. | 38 | 33.3%
1 | 7 | 6.1%

main_material_used_for_the_roof_of_the_room
Categorical

High correlation Missing

Distinct | 7
Distinct (%) | 18.4%
Missing | 27946
Missing (%) | 99.9%
Memory size | 218.8 KiB

Asbestos | 28
Garden – Not relevant | 3
Concrete | 2
Takaran | 2
Other | 1
Other values (2) | 2

Length

Max length | 21
Median length | 8
Mean length | 9.1315789
Min length | 5

Characters and Unicode

Total characters | 347
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 | 3 ?
Unique (%) | 7.9%

Sample

1st row | Asbestos
2nd row | Asbestos
3rd row | Asbestos
4th row | Asbestos
5th row | Other

#### Common Values

Value | Count | Frequency (%)
Asbestos | 28 | 0.1%
Garden – Not relevant | 3 | < 0.1%
Concrete | 2 | < 0.1%
Takaran | 2 | < 0.1%
Other | 1 | < 0.1%
Metal Sheet | 1 | < 0.1%
Plastic sheets | 1 | < 0.1%
(Missing) | 27946 | 99.9%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
asbestos | 28 | 57.1%
garden | 3 | 6.1%
– | 3 | 6.1%
not | 3 | 6.1%
relevant | 3 | 6.1%
concrete | 2 | 4.1%
takaran | 2 | 4.1%
other | 1 | 2.0%
metal | 1 | 2.0%
sheet | 1 | 2.0%
Other values (2) | 2 | 4.1%

#### Most occurring characters

Value | Count | Frequency (%)
s | 87 | 25.1%
e | 47 | 13.5%
t | 41 | 11.8%
o | 33 | 9.5%
A | 28 | 8.1%
b | 28 | 8.1%
a | 14 | 4.0%
r | 11 | 3.2%
| 11 | 3.2%
n | 10 | 2.9%
Other values (16) | 37 | 10.7%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 347 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
s | 87 | 25.1%
e | 47 | 13.5%
t | 41 | 11.8%
o | 33 | 9.5%
A | 28 | 8.1%
b | 28 | 8.1%
a | 14 | 4.0%
r | 11 | 3.2%
| 11 | 3.2%
n | 10 | 2.9%
Other values (16) | 37 | 10.7%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 347 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
s | 87 | 25.1%
e | 47 | 13.5%
t | 41 | 11.8%
o | 33 | 9.5%
A | 28 | 8.1%
b | 28 | 8.1%
a | 14 | 4.0%
r | 11 | 3.2%
| 11 | 3.2%
n | 10 | 2.9%
Other values (16) | 37 | 10.7%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 347 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
s | 87 | 25.1%
e | 47 | 13.5%
t | 41 | 11.8%
o | 33 | 9.5%
A | 28 | 8.1%
b | 28 | 8.1%
a | 14 | 4.0%
r | 11 | 3.2%
| 11 | 3.2%
n | 10 | 2.9%
Other values (16) | 37 | 10.7%

type_of_ceiling_of_the_room
Categorical

High correlation Missing

Distinct | 6
Distinct (%) | 15.8%
Missing | 27946
Missing (%) | 99.9%
Memory size | 218.8 KiB

No ceiling just the roof above | 19
A conventional ceiling | 9
Other | 3
Garden – Not relevant | 3
No ceiling, the concrete slab | 2

Length

Max length | 30
Median length | 29.5
Mean length | 24.473684
Min length | 5

Characters and Unicode

Total characters | 930
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 | No ceiling just the roof above
2nd row | No ceiling just the roof above
3rd row | A conventional ceiling
4th row | Wooden celing
5th row | No ceiling just the roof above

#### Common Values

Value | Count | Frequency (%)
No ceiling just the roof above | 19 | 0.1%
A conventional ceiling | 9 | < 0.1%
Other | 3 | < 0.1%
Garden – Not relevant | 3 | < 0.1%
No ceiling, the concrete slab | 2 | < 0.1%
Wooden celing | 2 | < 0.1%
(Missing) | 27946 | 99.9%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
ceiling | 30 | 17.6%
no | 21 | 12.4%
the | 21 | 12.4%
just | 19 | 11.2%
roof | 19 | 11.2%
above | 19 | 11.2%
a | 9 | 5.3%
conventional | 9 | 5.3%
other | 3 | 1.8%
garden | 3 | 1.8%
Other values (7) | 17 | 10.0%

#### Most occurring characters

Value | Count | Frequency (%)
| 132 | 14.2%
o | 105 | 11.3%
e | 99 | 10.6%
i | 71 | 7.6%
n | 69 | 7.4%
t | 60 | 6.5%
l | 46 | 4.9%
c | 45 | 4.8%
a | 36 | 3.9%
g | 32 | 3.4%
Other values (16) | 235 | 25.3%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 930 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
| 132 | 14.2%
o | 105 | 11.3%
e | 99 | 10.6%
i | 71 | 7.6%
n | 69 | 7.4%
t | 60 | 6.5%
l | 46 | 4.9%
c | 45 | 4.8%
a | 36 | 3.9%
g | 32 | 3.4%
Other values (16) | 235 | 25.3%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 930 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
| 132 | 14.2%
o | 105 | 11.3%
e | 99 | 10.6%
i | 71 | 7.6%
n | 69 | 7.4%
t | 60 | 6.5%
l | 46 | 4.9%
c | 45 | 4.8%
a | 36 | 3.9%
g | 32 | 3.4%
Other values (16) | 235 | 25.3%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 930 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
| 132 | 14.2%
o | 105 | 11.3%
e | 99 | 10.6%
i | 71 | 7.6%
n | 69 | 7.4%
t | 60 | 6.5%
l | 46 | 4.9%
c | 45 | 4.8%
a | 36 | 3.9%
g | 32 | 3.4%
Other values (16) | 235 | 25.3%

main_material_used_for_the_floor_of_the_room
Categorical

High correlation Missing

Distinct | 7
Distinct (%) | 18.4%
Missing | 27946
Missing (%) | 99.9%
Memory size | 218.8 KiB

Cement | 17
Tile | 6
Mud | 5
Concrete | 5
Garden – Not relevant | 3
Other values (2) | 2

Length

Max length | 21
Median length | 8
Mean length | 6.6842105
Min length | 3

Characters and Unicode

Total characters | 254
Distinct characters | 22
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 (%) | 5.3%

Sample

1st row | Sand
2nd row | Cement
3rd row | Tile
4th row | Tile
5th row | Cement

#### Common Values

Value | Count | Frequency (%)
Cement | 17 | 0.1%
Tile | 6 | < 0.1%
Mud | 5 | < 0.1%
Concrete | 5 | < 0.1%
Garden – Not relevant | 3 | < 0.1%
Sand | 1 | < 0.1%
Teraso | 1 | < 0.1%
(Missing) | 27946 | 99.9%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
cement | 17 | 36.2%
tile | 6 | 12.8%
mud | 5 | 10.6%
concrete | 5 | 10.6%
garden | 3 | 6.4%
– | 3 | 6.4%
not | 3 | 6.4%
relevant | 3 | 6.4%
sand | 1 | 2.1%
teraso | 1 | 2.1%

#### Most occurring characters

Value | Count | Frequency (%)
e | 60 | 23.6%
n | 29 | 11.4%
t | 28 | 11.0%
C | 22 | 8.7%
m | 17 | 6.7%
r | 12 | 4.7%
| 9 | 3.5%
l | 9 | 3.5%
d | 9 | 3.5%
o | 9 | 3.5%
Other values (12) | 50 | 19.7%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 254 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
e | 60 | 23.6%
n | 29 | 11.4%
t | 28 | 11.0%
C | 22 | 8.7%
m | 17 | 6.7%
r | 12 | 4.7%
| 9 | 3.5%
l | 9 | 3.5%
d | 9 | 3.5%
o | 9 | 3.5%
Other values (12) | 50 | 19.7%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 254 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
e | 60 | 23.6%
n | 29 | 11.4%
t | 28 | 11.0%
C | 22 | 8.7%
m | 17 | 6.7%
r | 12 | 4.7%
| 9 | 3.5%
l | 9 | 3.5%
d | 9 | 3.5%
o | 9 | 3.5%
Other values (12) | 50 | 19.7%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 254 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
e | 60 | 23.6%
n | 29 | 11.4%
t | 28 | 11.0%
C | 22 | 8.7%
m | 17 | 6.7%
r | 12 | 4.7%
| 9 | 3.5%
l | 9 | 3.5%
d | 9 | 3.5%
o | 9 | 3.5%
Other values (12) | 50 | 19.7%

no_of_doors_opened_to_external_environment
Categorical

High correlation Missing

Distinct | 3
Distinct (%) | 7.9%
Missing | 27946
Missing (%) | 99.9%
Memory size | 218.8 KiB

0.0 | 21
1.0 | 16
3.0 | 1

Length

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

Characters and Unicode

Total characters | 114
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 | 1 ?
Unique (%) | 2.6%

Sample

1st row | 1.0
2nd row | 1.0
3rd row | 1.0
4th row | 3.0
5th row | 0.0

#### Common Values

Value | Count | Frequency (%)
0.0 | 21 | 0.1%
1.0 | 16 | 0.1%
3.0 | 1 | < 0.1%
(Missing) | 27946 | 99.9%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
0.0 | 21 | 55.3%
1.0 | 16 | 42.1%
3.0 | 1 | 2.6%

#### Most occurring characters

Value | Count | Frequency (%)
0 | 59 | 51.8%
. | 38 | 33.3%
1 | 16 | 14.0%
3 | 1 | 0.9%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 114 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
0 | 59 | 51.8%
. | 38 | 33.3%
1 | 16 | 14.0%
3 | 1 | 0.9%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 114 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
0 | 59 | 51.8%
. | 38 | 33.3%
1 | 16 | 14.0%
3 | 1 | 0.9%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 114 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
0 | 59 | 51.8%
. | 38 | 33.3%
1 | 16 | 14.0%
3 | 1 | 0.9%

no_of_windows
Categorical

High correlation Missing

Distinct | 5
Distinct (%) | 13.2%
Missing | 27946
Missing (%) | 99.9%
Memory size | 218.8 KiB

0.0 | 21
1.0 | 9
2.0 | 4
3.0 | 3
7.0 | 1

Length

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

Characters and Unicode

Total characters | 114
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 | 1 ?
Unique (%) | 2.6%

Sample

1st row | 0.0
2nd row | 3.0
3rd row | 1.0
4th row | 1.0
5th row | 0.0

#### Common Values

Value | Count | Frequency (%)
0.0 | 21 | 0.1%
1.0 | 9 | < 0.1%
2.0 | 4 | < 0.1%
3.0 | 3 | < 0.1%
7.0 | 1 | < 0.1%
(Missing) | 27946 | 99.9%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
0.0 | 21 | 55.3%
1.0 | 9 | 23.7%
2.0 | 4 | 10.5%
3.0 | 3 | 7.9%
7.0 | 1 | 2.6%

#### Most occurring characters

Value | Count | Frequency (%)
0 | 59 | 51.8%
. | 38 | 33.3%
1 | 9 | 7.9%
2 | 4 | 3.5%
3 | 3 | 2.6%
7 | 1 | 0.9%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 114 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
0 | 59 | 51.8%
. | 38 | 33.3%
1 | 9 | 7.9%
2 | 4 | 3.5%
3 | 3 | 2.6%
7 | 1 | 0.9%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 114 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
0 | 59 | 51.8%
. | 38 | 33.3%
1 | 9 | 7.9%
2 | 4 | 3.5%
3 | 3 | 2.6%
7 | 1 | 0.9%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 114 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
0 | 59 | 51.8%
. | 38 | 33.3%
1 | 9 | 7.9%
2 | 4 | 3.5%
3 | 3 | 2.6%
7 | 1 | 0.9%

have_curtains_or_blinds_for_windows
Categorical

High correlation Missing

Distinct | 3
Distinct (%) | 17.6%
Missing | 27967
Missing (%) | 99.9%
Memory size | 218.8 KiB

No | 12
Yes | 4
Garden – Not relevant | 1

Length

Max length | 21
Median length | 2
Mean length | 3.3529412
Min length | 2

Characters and Unicode

Total characters | 57
Distinct characters | 15
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 (%) | 5.9%

Sample

1st row | Yes
2nd row | No
3rd row | Yes
4th row | No
5th row | No

#### Common Values

Value | Count | Frequency (%)
No | 12 | < 0.1%
Yes | 4 | < 0.1%
Garden – Not relevant | 1 | < 0.1%
(Missing) | 27967 | 99.9%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
no | 12 | 60.0%
yes | 4 | 20.0%
garden | 1 | 5.0%
– | 1 | 5.0%
not | 1 | 5.0%
relevant | 1 | 5.0%

#### Most occurring characters

Value | Count | Frequency (%)
N | 13 | 22.8%
o | 13 | 22.8%
e | 7 | 12.3%
Y | 4 | 7.0%
s | 4 | 7.0%
| 3 | 5.3%
a | 2 | 3.5%
n | 2 | 3.5%
r | 2 | 3.5%
t | 2 | 3.5%
Other values (5) | 5 | 8.8%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 57 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
N | 13 | 22.8%
o | 13 | 22.8%
e | 7 | 12.3%
Y | 4 | 7.0%
s | 4 | 7.0%
| 3 | 5.3%
a | 2 | 3.5%
n | 2 | 3.5%
r | 2 | 3.5%
t | 2 | 3.5%
Other values (5) | 5 | 8.8%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 57 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
N | 13 | 22.8%
o | 13 | 22.8%
e | 7 | 12.3%
Y | 4 | 7.0%
s | 4 | 7.0%
| 3 | 5.3%
a | 2 | 3.5%
n | 2 | 3.5%
r | 2 | 3.5%
t | 2 | 3.5%
Other values (5) | 5 | 8.8%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 57 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
N | 13 | 22.8%
o | 13 | 22.8%
e | 7 | 12.3%
Y | 4 | 7.0%
s | 4 | 7.0%
| 3 | 5.3%
a | 2 | 3.5%
n | 2 | 3.5%
r | 2 | 3.5%
t | 2 | 3.5%
Other values (5) | 5 | 8.8%

have_other_ventelation_openings
Categorical

High correlation Missing

Distinct | 3
Distinct (%) | 7.9%
Missing | 27946
Missing (%) | 99.9%
Memory size | 218.8 KiB

Yes | 19
No | 16
Garden – Not relevant | 3

Length

Max length | 21
Median length | 12
Mean length | 4
Min length | 2

Characters and Unicode

Total characters | 152
Distinct characters | 15
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 | No
2nd row | Yes
3rd row | No
4th row | Yes
5th row | No

#### Common Values

Value | Count | Frequency (%)
Yes | 19 | 0.1%
No | 16 | 0.1%
Garden – Not relevant | 3 | < 0.1%
(Missing) | 27946 | 99.9%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
yes | 19 | 40.4%
no | 16 | 34.0%
garden | 3 | 6.4%
– | 3 | 6.4%
not | 3 | 6.4%
relevant | 3 | 6.4%

#### Most occurring characters

Value | Count | Frequency (%)
e | 28 | 18.4%
Y | 19 | 12.5%
s | 19 | 12.5%
N | 19 | 12.5%
o | 19 | 12.5%
| 9 | 5.9%
a | 6 | 3.9%
n | 6 | 3.9%
r | 6 | 3.9%
t | 6 | 3.9%
Other values (5) | 15 | 9.9%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 152 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
e | 28 | 18.4%
Y | 19 | 12.5%
s | 19 | 12.5%
N | 19 | 12.5%
o | 19 | 12.5%
| 9 | 5.9%
a | 6 | 3.9%
n | 6 | 3.9%
r | 6 | 3.9%
t | 6 | 3.9%
Other values (5) | 15 | 9.9%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 152 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
e | 28 | 18.4%
Y | 19 | 12.5%
s | 19 | 12.5%
N | 19 | 12.5%
o | 19 | 12.5%
| 9 | 5.9%
a | 6 | 3.9%
n | 6 | 3.9%
r | 6 | 3.9%
t | 6 | 3.9%
Other values (5) | 15 | 9.9%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 152 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
e | 28 | 18.4%
Y | 19 | 12.5%
s | 19 | 12.5%
N | 19 | 12.5%
o | 19 | 12.5%
| 9 | 5.9%
a | 6 | 3.9%
n | 6 | 3.9%
r | 6 | 3.9%
t | 6 | 3.9%
Other values (5) | 15 | 9.9%

no_of_bulbs_in_the_room
Real number (ℝ)

High correlation Zeros

Distinct | 20
Distinct (%) | 0.1%
Missing | 0
Missing (%) | 0.0%
Infinite | 0
Infinite (%) | 0.0%
Mean | 1.6478345

Minimum | 0
Maximum | 20
Zeros | 2126
Zeros (%) | 7.6%
Negative | 0
Negative (%) | 0.0%
Memory size | 218.8 KiB

Quantile statistics

Minimum | 0
5-th percentile | 0
Q1 | 1
median | 1
Q3 | 2
95-th percentile | 5
Maximum | 20
Range | 20
Interquartile range (IQR) | 1

Descriptive statistics

Standard deviation | 1.860734
Coefficient of variation (CV) | 1.1291996
Kurtosis | 22.613948
Mean | 1.6478345
Median Absolute Deviation (MAD) | 0
Skewness | 4.0956336
Sum | 46113
Variance | 3.462331
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=20)

Value | Count | Frequency (%)
1 | 17879 | 63.9%
2 | 4249 | 15.2%
0 | 2126 | 7.6%
3 | 1176 | 4.2%
4 | 937 | 3.3%
5 | 456 | 1.6%
6 | 370 | 1.3%
8 | 191 | 0.7%
7 | 166 | 0.6%
10 | 85 | 0.3%
Other values (10) | 349 | 1.2%

Value | Count | Frequency (%)
0 | 2126 | 7.6%
1 | 17879 | 63.9%
2 | 4249 | 15.2%
3 | 1176 | 4.2%
4 | 937 | 3.3%
5 | 456 | 1.6%
6 | 370 | 1.3%
7 | 166 | 0.6%
8 | 191 | 0.7%
9 | 78 | 0.3%

Value | Count | Frequency (%)
20 | 14 | 0.1%
18 | 2 | < 0.1%
17 | 14 | 0.1%
16 | 15 | 0.1%
15 | 74 | 0.3%
14 | 5 | < 0.1%
13 | 27 | 0.1%
12 | 73 | 0.3%
11 | 47 | 0.2%
10 | 85 | 0.3%

no_of_bulbs_used_last_week
Real number (ℝ)

High correlation Zeros

Distinct | 13
Distinct (%) | < 0.1%
Missing | 0
Missing (%) | 0.0%
Infinite | 0
Infinite (%) | 0.0%
Mean | 0.9487207

Minimum | 0
Maximum | 15
Zeros | 5093
Zeros (%) | 18.2%
Negative | 0
Negative (%) | 0.0%
Memory size | 218.8 KiB

Quantile statistics

Minimum | 0
5-th percentile | 0
Q1 | 1
median | 1
Q3 | 1
95-th percentile | 2
Maximum | 15
Range | 15
Interquartile range (IQR) | 0

Descriptive statistics

Standard deviation | 0.73753115
Coefficient of variation (CV) | 0.77739544
Kurtosis | 43.420475
Mean | 0.9487207
Median Absolute Deviation (MAD) | 0
Skewness | 4.2988335
Sum | 26549
Variance | 0.54395219
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=13)

Value | Count | Frequency (%)
1 | 20619 | 73.7%
0 | 5093 | 18.2%
2 | 1637 | 5.8%
3 | 353 | 1.3%
4 | 90 | 0.3%
5 | 70 | 0.3%
6 | 59 | 0.2%
7 | 25 | 0.1%
8 | 24 | 0.1%
12 | 11 | < 0.1%
Other values (3) | 3 | < 0.1%

Value | Count | Frequency (%)
0 | 5093 | 18.2%
1 | 20619 | 73.7%
2 | 1637 | 5.8%
3 | 353 | 1.3%
4 | 90 | 0.3%
5 | 70 | 0.3%
6 | 59 | 0.2%
7 | 25 | 0.1%
8 | 24 | 0.1%
9 | 1 | < 0.1%

Value | Count | Frequency (%)
15 | 1 | < 0.1%
12 | 11 | < 0.1%
10 | 1 | < 0.1%
9 | 1 | < 0.1%
8 | 24 | 0.1%
7 | 25 | 0.1%
6 | 59 | 0.2%
5 | 70 | 0.3%
4 | 90 | 0.3%
3 | 353 | 1.3%

no_of_fans_in_the_room
Real number (ℝ)

High correlation Zeros

Distinct | 6
Distinct (%) | < 0.1%
Missing | 1
Missing (%) | < 0.1%
Infinite | 0
Infinite (%) | 0.0%
Mean | 0.37061788

Minimum | 0
Maximum | 5
Zeros | 18600
Zeros (%) | 66.5%
Negative | 0
Negative (%) | 0.0%
Memory size | 218.8 KiB

Quantile statistics

Minimum | 0
5-th percentile | 0
Q1 | 0
median | 0
Q3 | 1
95-th percentile | 1
Maximum | 5
Range | 5
Interquartile range (IQR) | 1

Descriptive statistics

Standard deviation | 0.56198013
Coefficient of variation (CV) | 1.5163331
Kurtosis | 2.2196699
Mean | 0.37061788
Median Absolute Deviation (MAD) | 0
Skewness | 1.4262167
Sum | 10371
Variance | 0.31582167
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=6)

Value | Count | Frequency (%)
0 | 18600 | 66.5%
1 | 8558 | 30.6%
2 | 665 | 2.4%
3 | 158 | 0.6%
4 | 1 | < 0.1%
5 | 1 | < 0.1%
(Missing) | 1 | < 0.1%

Value | Count | Frequency (%)
0 | 18600 | 66.5%
1 | 8558 | 30.6%
2 | 665 | 2.4%
3 | 158 | 0.6%
4 | 1 | < 0.1%
5 | 1 | < 0.1%

Value | Count | Frequency (%)
5 | 1 | < 0.1%
4 | 1 | < 0.1%
3 | 158 | 0.6%
2 | 665 | 2.4%
1 | 8558 | 30.6%
0 | 18600 | 66.5%

no_of_ACs_in_the_room
Categorical

High correlation Imbalance

Distinct | 4
Distinct (%) | < 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 218.8 KiB

0.0 | 27294
1.0 | 681
2.0 | 8
3.0 | 1

Length

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

Characters and Unicode

Total characters | 83952
Distinct characters | 5
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 | 0.0
2nd row | 0.0
3rd row | 0.0
4th row | 0.0
5th row | 0.0

#### Common Values

Value | Count | Frequency (%)
0.0 | 27294 | 97.5%
1.0 | 681 | 2.4%
2.0 | 8 | < 0.1%
3.0 | 1 | < 0.1%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
0.0 | 27294 | 97.5%
1.0 | 681 | 2.4%
2.0 | 8 | < 0.1%
3.0 | 1 | < 0.1%

#### Most occurring characters

Value | Count | Frequency (%)
0 | 55278 | 65.8%
. | 27984 | 33.3%
1 | 681 | 0.8%
2 | 8 | < 0.1%
3 | 1 | < 0.1%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 83952 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
0 | 55278 | 65.8%
. | 27984 | 33.3%
1 | 681 | 0.8%
2 | 8 | < 0.1%
3 | 1 | < 0.1%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 83952 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
0 | 55278 | 65.8%
. | 27984 | 33.3%
1 | 681 | 0.8%
2 | 8 | < 0.1%
3 | 1 | < 0.1%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 83952 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
0 | 55278 | 65.8%
. | 27984 | 33.3%
1 | 681 | 0.8%
2 | 8 | < 0.1%
3 | 1 | < 0.1%

# Interactions

# Correlations

| ROOM_ID | have_curtains_or_blinds_for_windows | have_other_ventelation_openings | main_material_used_for_the_floor_of_the_room | main_material_used_for_the_roof_of_the_room | no_of_ACs_in_the_room | no_of_bulbs_in_the_room | no_of_bulbs_used_last_week | no_of_doors_opened_to_external_environment | no_of_fans_in_the_room | no_of_windows | room_type | storey_which_the_room_located | type_of_ceiling_of_the_room | was_this_available_during_w2_and_was_there_any_changes_done_in_this_part
--- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | ---
ROOM_ID | 1.000 | 0.000 | 0.000 | 0.220 | 0.000 | 0.059 | 0.120 | 0.218 | 0.000 | 0.260 | 0.000 | 0.341 | 0.394 | 0.000 | 0.096
have_curtains_or_blinds_for_windows | 0.000 | 1.000 | 0.363 | 0.678 | 0.633 | 1.000 | 0.325 | 0.000 | 0.384 | 0.277 | 0.469 | 0.000 | 0.228 | 0.480 | 0.000
have_other_ventelation_openings | 0.000 | 0.363 | 1.000 | 0.422 | 0.354 | 1.000 | 0.256 | 0.294 | 0.089 | 0.000 | 0.000 | 0.256 | 0.254 | 0.412 | 0.029
main_material_used_for_the_floor_of_the_room | 0.220 | 0.678 | 0.422 | 1.000 | 0.285 | 1.000 | 0.611 | 0.675 | 0.155 | 0.380 | 0.000 | 0.309 | 0.346 | 0.408 | 0.455
main_material_used_for_the_roof_of_the_room | 0.000 | 0.633 | 0.354 | 0.285 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.478 | 0.000 | 0.454 | 0.000
no_of_ACs_in_the_room | 0.059 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.177 | 0.297 | 1.000 | 0.119 | 1.000 | 0.118 | 1.000 | 1.000 | 0.000
no_of_bulbs_in_the_room | 0.120 | 0.325 | 0.256 | 0.611 | 0.000 | 0.177 | 1.000 | 0.513 | 0.196 | 0.308 | 0.446 | 0.139 | 0.165 | 0.401 | 0.033
no_of_bulbs_used_last_week | 0.218 | 0.000 | 0.294 | 0.675 | 0.000 | 0.297 | 0.513 | 1.000 | 0.145 | 0.293 | 0.307 | 0.082 | 0.106 | 0.296 | 0.064
no_of_doors_opened_to_external_environment | 0.000 | 0.384 | 0.089 | 0.155 | 0.000 | 1.000 | 0.196 | 0.145 | 1.000 | 0.428 | 0.447 | 0.000 | 0.000 | 0.501 | 0.192
no_of_fans_in_the_room | 0.260 | 0.277 | 0.000 | 0.380 | 0.000 | 0.119 | 0.308 | 0.293 | 0.428 | 1.000 | 0.593 | 0.317 | 0.000 | 0.517 | 0.022
no_of_windows | 0.000 | 0.469 | 0.000 | 0.000 | 0.000 | 1.000 | 0.446 | 0.307 | 0.447 | 0.593 | 1.000 | 0.000 | 0.310 | 0.428 | 0.000
room_type | 0.341 | 0.000 | 0.256 | 0.309 | 0.478 | 0.118 | 0.139 | 0.082 | 0.000 | 0.317 | 0.000 | 1.000 | 0.000 | 0.000 | 0.095
storey_which_the_room_located | 0.394 | 0.228 | 0.254 | 0.346 | 0.000 | 1.000 | 0.165 | 0.106 | 0.000 | 0.000 | 0.310 | 0.000 | 1.000 | 0.599 | 0.000
type_of_ceiling_of_the_room | 0.000 | 0.480 | 0.412 | 0.408 | 0.454 | 1.000 | 0.401 | 0.296 | 0.501 | 0.517 | 0.428 | 0.000 | 0.599 | 1.000 | 0.134
was_this_available_during_w2_and_was_there_any_changes_done_in_this_part | 0.096 | 0.000 | 0.029 | 0.455 | 0.000 | 0.000 | 0.033 | 0.064 | 0.192 | 0.022 | 0.000 | 0.095 | 0.000 | 0.134 | 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 | ROOM_ID | room_type | was_this_available_during_w2_and_was_there_any_changes_done_in_this_part | storey_which_the_room_located | main_material_used_for_the_roof_of_the_room | type_of_ceiling_of_the_room | main_material_used_for_the_floor_of_the_room | no_of_doors_opened_to_external_environment | no_of_windows | have_curtains_or_blinds_for_windows | have_other_ventelation_openings | no_of_bulbs_in_the_room | no_of_bulbs_used_last_week | no_of_fans_in_the_room | no_of_ACs_in_the_room
--- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | ---
0 | ID0726 | I1 | Living room | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.0 | 2.0 | 1.0 | 0.0
1 | ID0726 | I2 | Bedrooms | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 1.0 | 0.0
2 | ID0726 | I3 | Bedrooms | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 1.0 | 0.0
3 | ID0726 | I4 | Kitchen and/ or pantry/dining room | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | 0.0
4 | ID0726 | I5 | Bathroom and / or toilets | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | 0.0
5 | ID0726 | I6 | Gaming room | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | 0.0
6 | ID0734 | I1 | Living room | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.0 | 1.0 | 1.0 | 0.0
7 | ID0734 | I2 | Bedrooms | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 1.0 | 0.0
8 | ID0734 | I3 | Bedrooms | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 1.0 | 0.0
9 | ID0734 | I4 | Kitchen and/ or pantry/dining room | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | 0.0

| household_ID | ROOM_ID | room_type | was_this_available_during_w2_and_was_there_any_changes_done_in_this_part | storey_which_the_room_located | main_material_used_for_the_roof_of_the_room | type_of_ceiling_of_the_room | main_material_used_for_the_floor_of_the_room | no_of_doors_opened_to_external_environment | no_of_windows | have_curtains_or_blinds_for_windows | have_other_ventelation_openings | no_of_bulbs_in_the_room | no_of_bulbs_used_last_week | no_of_fans_in_the_room | no_of_ACs_in_the_room
--- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | ---
27974 | ID2440 | I10 | Other | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0
27975 | ID1050 | I1 | Living room | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3.0 | 1.0 | 0.0 | 0.0
27976 | ID1050 | I2 | Bedrooms | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 1.0 | 0.0
27977 | ID1050 | I3 | Bedrooms | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 1.0 | 0.0
27978 | ID1050 | I4 | Kitchen and/ or pantry/dining room | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | 0.0
27979 | ID1050 | I5 | Bathroom and / or toilets | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | 0.0
27980 | ID1050 | I6 | Bathroom and / or toilets | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | 0.0
27981 | ID1050 | I7 | Kitchen and/ or pantry/dining room | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | 0.0
27982 | ID1050 | I8 | Passage | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | 0.0
27983 | ID1050 | I9 | Other rooms outside the house | Yes, this was a part of the house when the second interview was done, and no changes were done to this section of the ho | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0