Profiling Report

Dataset statistics

Number of variables	15
Number of observations	36408
Missing cells	94148
Missing cells (%)	17.2%
Duplicate rows	3451
Duplicate rows (%)	9.5%
Total size in memory	5.5 MiB
Average record size in memory	157.0 B

Variable types

Categorical	15

Alerts

Dataset has 3451 (9.5%) duplicate rows	Duplicates
`have_other_ventelation_holes` is highly overall correlated with `main_material_used_for_the_floor_of_the_room` and 2 other fields	High correlation
`main_material_used_for_the_floor_of_the_room` is highly overall correlated with `have_other_ventelation_holes`	High correlation
`main_material_used_for_the_roof_of_the_room` is highly overall correlated with `have_other_ventelation_holes`	High correlation
`type_of_ceiling_of_the_room` is highly overall correlated with `have_other_ventelation_holes`	High correlation
`storey_which_the_room_located` is highly imbalanced (75.8%)	Imbalance
`main_material_used_for_the_floor_of_the_room` is highly imbalanced (51.5%)	Imbalance
`no_of_doors_opened_to_external_environment` is highly imbalanced (69.6%)	Imbalance
`main_material_used_for_window_panes` is highly imbalanced (61.2%)	Imbalance
`no_of_bulbs_in_the_room` is highly imbalanced (56.0%)	Imbalance
`no_of_bulbs_used_during_last_week` is highly imbalanced (67.0%)	Imbalance
`no_of_fans_in_the_room` is highly imbalanced (66.7%)	Imbalance
`no_of_ACs_in_the_room` is highly imbalanced (90.6%)	Imbalance
`storey_which_the_room_located` has 3017 (8.3%) missing values	Missing
`main_material_used_for_the_roof_of_the_room` has 3009 (8.3%) missing values	Missing
`type_of_ceiling_of_the_room` has 3017 (8.3%) missing values	Missing
`main_material_used_for_the_floor_of_the_room` has 3017 (8.3%) missing values	Missing
`no_of_doors_opened_to_external_environment` has 3017 (8.3%) missing values	Missing
`no_of_windows` has 3017 (8.3%) missing values	Missing
`main_material_used_for_window_panes` has 22084 (60.7%) missing values	Missing
`have_curtains_or_blinds_for_windows` has 15296 (42.0%) missing values	Missing
`have_other_ventelation_holes` has 3017 (8.3%) missing values	Missing
`no_of_bulbs_in_the_room` has 3017 (8.3%) missing values	Missing
`no_of_bulbs_used_during_last_week` has 26603 (73.1%) missing values	Missing
`no_of_fans_in_the_room` has 3017 (8.3%) missing values	Missing
`no_of_ACs_in_the_room` has 3017 (8.3%) missing values	Missing

Reproduction

Analysis started	2024-11-18 08:39:54.036415
Analysis finished	2024-11-18 08:40:00.045072
Duration	6.01 seconds
Software version	ydata-profiling vv4.11.0
Download configuration	config.json

room_ID
Categorical

Distinct	32
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

I_1	4063
I_2	4060
I_3	4044
I_4	3967
I_5	3711
Other values (27)	16563

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	327672
Distinct characters	16
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 (%)	< 0.1%

Sample

1st row	I_1
2nd row	I_2
3rd row	I_3
4th row	I_4
5th row	I_5

Common Values

Value	Count	Frequency (%)
I_1	4063	11.2%
I_2	4060	11.2%
I_3	4044	11.1%
I_4	3967	10.9%
I_5	3711	10.2%
I_6	3243	8.9%
I_7	2724	7.5%
I_8	2488	6.8%
I_9	2382	6.5%
I_10	2343	6.4%
Other values (22)	3383	9.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
i_1	4063	11.2%
i_2	4060	11.2%
i_3	4044	11.1%
i_4	3967	10.9%
i_5	3711	10.2%
i_6	3243	8.9%
i_7	2724	7.5%
i_8	2488	6.8%
i_9	2382	6.5%
i_10	2343	6.4%
Other values (22)	3383	9.3%

Most occurring characters

Value	Count	Frequency (%)
	211201	64.5%
_	36914	11.3%
I	36408	11.1%
1	10389	3.2%
2	4735	1.4%
3	4492	1.4%
4	4307	1.3%
5	3970	1.2%
6	3432	1.0%
7	2868	0.9%
Other values (6)	8956	2.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	327672	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	211201	64.5%
_	36914	11.3%
I	36408	11.1%
1	10389	3.2%
2	4735	1.4%
3	4492	1.4%
4	4307	1.3%
5	3970	1.2%
6	3432	1.0%
7	2868	0.9%
Other values (6)	8956	2.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	327672	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	211201	64.5%
_	36914	11.3%
I	36408	11.1%
1	10389	3.2%
2	4735	1.4%
3	4492	1.4%
4	4307	1.3%
5	3970	1.2%
6	3432	1.0%
7	2868	0.9%
Other values (6)	8956	2.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	327672	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	211201	64.5%
_	36914	11.3%
I	36408	11.1%
1	10389	3.2%
2	4735	1.4%
3	4492	1.4%
4	4307	1.3%
5	3970	1.2%
6	3432	1.0%
7	2868	0.9%
Other values (6)	8956	2.7%

main_purpose_of_the_room
Categorical

Distinct	18
Distinct (%)	< 0.1%
Missing	3
Missing (%)	< 0.1%
Memory size	1.6 MiB

2	10380
4	5767
3	5159
1	4431
6	3776
Other values (13)	6892

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	327645
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	1
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	10380	28.5%
4	5767	15.8%
3	5159	14.2%
1	4431	12.2%
6	3776	10.4%
10	3405	9.4%
9	1825	5.0%
7	736	2.0%
5	609	1.7%
18	81	0.2%
Other values (8)	236	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2	10380	28.5%
4	5767	15.8%
3	5159	14.2%
1	4431	12.2%
6	3776	10.4%
10	3405	9.4%
9	1825	5.0%
7	736	2.0%
5	609	1.7%
18	81	0.2%
Other values (8)	236	0.6%

Most occurring characters

Value	Count	Frequency (%)
	287562	87.8%
2	10432	3.2%
1	8137	2.5%
4	5769	1.8%
3	5174	1.6%
6	3800	1.2%
0	3405	1.0%
9	1825	0.6%
7	745	0.2%
5	671	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	327645	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	287562	87.8%
2	10432	3.2%
1	8137	2.5%
4	5769	1.8%
3	5174	1.6%
6	3800	1.2%
0	3405	1.0%
9	1825	0.6%
7	745	0.2%
5	671	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	327645	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	287562	87.8%
2	10432	3.2%
1	8137	2.5%
4	5769	1.8%
3	5174	1.6%
6	3800	1.2%
0	3405	1.0%
9	1825	0.6%
7	745	0.2%
5	671	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	327645	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	287562	87.8%
2	10432	3.2%
1	8137	2.5%
4	5769	1.8%
3	5174	1.6%
6	3800	1.2%
0	3405	1.0%
9	1825	0.6%
7	745	0.2%
5	671	0.2%

storey_which_the_room_located
Categorical

Imbalance Missing

Distinct	14
Distinct (%)	< 0.1%
Missing	3017
Missing (%)	8.3%
Memory size	1.6 MiB

0	26381
1	5985
2	702
3	152
8	33
Other values (9)	138

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	300519
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	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	26381	72.5%
1	5985	16.4%
2	702	1.9%
3	152	0.4%
8	33	0.1%
4	30	0.1%
7	29	0.1%
5	24	0.1%
6	20	0.1%
10	12	< 0.1%
Other values (4)	23	0.1%
(Missing)	3017	8.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	26381	79.0%
1	5985	17.9%
2	702	2.1%
3	152	0.5%
8	33	0.1%
4	30	0.1%
7	29	0.1%
5	24	0.1%
6	20	0.1%
10	12	< 0.1%
Other values (4)	23	0.1%

Most occurring characters

Value	Count	Frequency (%)
	267104	88.9%
0	26393	8.8%
1	6017	2.0%
2	705	0.2%
3	152	0.1%
8	34	< 0.1%
4	30	< 0.1%
7	29	< 0.1%
5	24	< 0.1%
6	20	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	267104	88.9%
0	26393	8.8%
1	6017	2.0%
2	705	0.2%
3	152	0.1%
8	34	< 0.1%
4	30	< 0.1%
7	29	< 0.1%
5	24	< 0.1%
6	20	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	267104	88.9%
0	26393	8.8%
1	6017	2.0%
2	705	0.2%
3	152	0.1%
8	34	< 0.1%
4	30	< 0.1%
7	29	< 0.1%
5	24	< 0.1%
6	20	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	267104	88.9%
0	26393	8.8%
1	6017	2.0%
2	705	0.2%
3	152	0.1%
8	34	< 0.1%
4	30	< 0.1%
7	29	< 0.1%
5	24	< 0.1%
6	20	< 0.1%

main_material_used_for_the_roof_of_the_room
Categorical

High correlation Missing

Distinct	10
Distinct (%)	< 0.1%
Missing	3009
Missing (%)	8.3%
Memory size	1.6 MiB

2	14980
3	11566
1	4329
10	1739
5	287
Other values (5)	498

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	367389
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
2	14980	41.1%
3	11566	31.8%
1	4329	11.9%
10	1739	4.8%
5	287	0.8%
4	226	0.6%
9	211	0.6%
8	59	0.2%
7	1	< 0.1%
6	1	< 0.1%
(Missing)	3009	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	14980	44.9%
3	11566	34.6%
1	4329	13.0%
10	1739	5.2%
5	287	0.9%
4	226	0.7%
9	211	0.6%
8	59	0.2%
7	1	< 0.1%
6	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	332251	90.4%
2	14980	4.1%
3	11566	3.1%
1	6068	1.7%
0	1739	0.5%
5	287	0.1%
4	226	0.1%
9	211	0.1%
8	59	< 0.1%
7	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	367389	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	332251	90.4%
2	14980	4.1%
3	11566	3.1%
1	6068	1.7%
0	1739	0.5%
5	287	0.1%
4	226	0.1%
9	211	0.1%
8	59	< 0.1%
7	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	367389	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	332251	90.4%
2	14980	4.1%
3	11566	3.1%
1	6068	1.7%
0	1739	0.5%
5	287	0.1%
4	226	0.1%
9	211	0.1%
8	59	< 0.1%
7	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	367389	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	332251	90.4%
2	14980	4.1%
3	11566	3.1%
1	6068	1.7%
0	1739	0.5%
5	287	0.1%
4	226	0.1%
9	211	0.1%
8	59	< 0.1%
7	1	< 0.1%

type_of_ceiling_of_the_room
Categorical

High correlation Missing

Distinct	9
Distinct (%)	< 0.1%
Missing	3017
Missing (%)	8.3%
Memory size	1.6 MiB

6	10521
1	9847
2	5960
7	1847
9	1843
Other values (4)	3373

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	367301
Distinct characters	10
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
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
6	10521	28.9%
1	9847	27.0%
2	5960	16.4%
7	1847	5.1%
9	1843	5.1%
4	1320	3.6%
3	1281	3.5%
8	682	1.9%
5	90	0.2%
(Missing)	3017	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
6	10521	31.5%
1	9847	29.5%
2	5960	17.8%
7	1847	5.5%
9	1843	5.5%
4	1320	4.0%
3	1281	3.8%
8	682	2.0%
5	90	0.3%

Most occurring characters

Value	Count	Frequency (%)
	333910	90.9%
6	10521	2.9%
1	9847	2.7%
2	5960	1.6%
7	1847	0.5%
9	1843	0.5%
4	1320	0.4%
3	1281	0.3%
8	682	0.2%
5	90	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	367301	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	333910	90.9%
6	10521	2.9%
1	9847	2.7%
2	5960	1.6%
7	1847	0.5%
9	1843	0.5%
4	1320	0.4%
3	1281	0.3%
8	682	0.2%
5	90	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	367301	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	333910	90.9%
6	10521	2.9%
1	9847	2.7%
2	5960	1.6%
7	1847	0.5%
9	1843	0.5%
4	1320	0.4%
3	1281	0.3%
8	682	0.2%
5	90	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	367301	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	333910	90.9%
6	10521	2.9%
1	9847	2.7%
2	5960	1.6%
7	1847	0.5%
9	1843	0.5%
4	1320	0.4%
3	1281	0.3%
8	682	0.2%
5	90	< 0.1%

main_material_used_for_the_floor_of_the_room
Categorical

High correlation Imbalance Missing

Distinct	11
Distinct (%)	< 0.1%
Missing	3017
Missing (%)	8.3%
Memory size	1.6 MiB

3	16272
1	12961
11	1806
9	1263
2	398
Other values (6)	691

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	300519
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	3
2nd row	3
3rd row	3
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
3	16272	44.7%
1	12961	35.6%
11	1806	5.0%
9	1263	3.5%
2	398	1.1%
10	306	0.8%
7	137	0.4%
4	73	0.2%
8	72	0.2%
6	69	0.2%
(Missing)	3017	8.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
3	16272	48.7%
1	12961	38.8%
11	1806	5.4%
9	1263	3.8%
2	398	1.2%
10	306	0.9%
7	137	0.4%
4	73	0.2%
8	72	0.2%
6	69	0.2%

Most occurring characters

Value	Count	Frequency (%)
	265016	88.2%
1	16879	5.6%
3	16272	5.4%
9	1263	0.4%
2	398	0.1%
0	306	0.1%
7	137	< 0.1%
4	73	< 0.1%
8	72	< 0.1%
6	69	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	265016	88.2%
1	16879	5.6%
3	16272	5.4%
9	1263	0.4%
2	398	0.1%
0	306	0.1%
7	137	< 0.1%
4	73	< 0.1%
8	72	< 0.1%
6	69	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	265016	88.2%
1	16879	5.6%
3	16272	5.4%
9	1263	0.4%
2	398	0.1%
0	306	0.1%
7	137	< 0.1%
4	73	< 0.1%
8	72	< 0.1%
6	69	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	265016	88.2%
1	16879	5.6%
3	16272	5.4%
9	1263	0.4%
2	398	0.1%
0	306	0.1%
7	137	< 0.1%
4	73	< 0.1%
8	72	< 0.1%
6	69	< 0.1%

no_of_doors_opened_to_external_environment
Categorical

Imbalance Missing

Distinct	18
Distinct (%)	0.1%
Missing	3017
Missing (%)	8.3%
Memory size	1.6 MiB

0	19548
1	12298
2	972
3	280
4	174
Other values (13)	119

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	300519
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	5 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	19548	53.7%
1	12298	33.8%
2	972	2.7%
3	280	0.8%
4	174	0.5%
5	33	0.1%
6	33	0.1%
8	20	0.1%
7	16	< 0.1%
12	4	< 0.1%
Other values (8)	13	< 0.1%
(Missing)	3017	8.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	19548	58.5%
1	12298	36.8%
2	972	2.9%
3	280	0.8%
4	174	0.5%
5	33	0.1%
6	33	0.1%
8	20	0.1%
7	16	< 0.1%
12	4	< 0.1%
Other values (8)	13	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	267114	88.9%
0	19551	6.5%
1	12314	4.1%
2	977	0.3%
3	281	0.1%
4	175	0.1%
5	34	< 0.1%
6	33	< 0.1%
8	20	< 0.1%
7	16	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	267114	88.9%
0	19551	6.5%
1	12314	4.1%
2	977	0.3%
3	281	0.1%
4	175	0.1%
5	34	< 0.1%
6	33	< 0.1%
8	20	< 0.1%
7	16	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	267114	88.9%
0	19551	6.5%
1	12314	4.1%
2	977	0.3%
3	281	0.1%
4	175	0.1%
5	34	< 0.1%
6	33	< 0.1%
8	20	< 0.1%
7	16	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	267114	88.9%
0	19551	6.5%
1	12314	4.1%
2	977	0.3%
3	281	0.1%
4	175	0.1%
5	34	< 0.1%
6	33	< 0.1%
8	20	< 0.1%
7	16	< 0.1%

no_of_windows
Categorical

Missing

Distinct	24
Distinct (%)	0.1%
Missing	3017
Missing (%)	8.3%
Memory size	1.6 MiB

0	12279
1	6797
2	6039
3	4770
4	1498
Other values (19)	2008

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	300519
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	3 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	12279	33.7%
1	6797	18.7%
2	6039	16.6%
3	4770	13.1%
4	1498	4.1%
6	643	1.8%
5	466	1.3%
8	282	0.8%
7	279	0.8%
9	137	0.4%
Other values (14)	201	0.6%
(Missing)	3017	8.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	12279	36.8%
1	6797	20.4%
2	6039	18.1%
3	4770	14.3%
4	1498	4.5%
6	643	1.9%
5	466	1.4%
8	282	0.8%
7	279	0.8%
9	137	0.4%
Other values (14)	201	0.6%

Most occurring characters

Value	Count	Frequency (%)
	266927	88.8%
0	12345	4.1%
1	7028	2.3%
2	6104	2.0%
3	4779	1.6%
4	1507	0.5%
6	651	0.2%
5	473	0.2%
8	285	0.1%
7	283	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	266927	88.8%
0	12345	4.1%
1	7028	2.3%
2	6104	2.0%
3	4779	1.6%
4	1507	0.5%
6	651	0.2%
5	473	0.2%
8	285	0.1%
7	283	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	266927	88.8%
0	12345	4.1%
1	7028	2.3%
2	6104	2.0%
3	4779	1.6%
4	1507	0.5%
6	651	0.2%
5	473	0.2%
8	285	0.1%
7	283	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	266927	88.8%
0	12345	4.1%
1	7028	2.3%
2	6104	2.0%
3	4779	1.6%
4	1507	0.5%
6	651	0.2%
5	473	0.2%
8	285	0.1%
7	283	0.1%

main_material_used_for_window_panes
Categorical

Imbalance Missing

Distinct	6
Distinct (%)	< 0.1%
Missing	22084
Missing (%)	60.7%
Memory size	1.6 MiB

3	10942
2	2839
5	203
1	185
4	142

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	128916
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	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	10942	30.1%
2	2839	7.8%
5	203	0.6%
1	185	0.5%
4	142	0.4%
6	13	< 0.1%
(Missing)	22084	60.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	10942	76.4%
2	2839	19.8%
5	203	1.4%
1	185	1.3%
4	142	1.0%
6	13	0.1%

Most occurring characters

Value	Count	Frequency (%)
	114592	88.9%
3	10942	8.5%
2	2839	2.2%
5	203	0.2%
1	185	0.1%
4	142	0.1%
6	13	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	128916	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	114592	88.9%
3	10942	8.5%
2	2839	2.2%
5	203	0.2%
1	185	0.1%
4	142	0.1%
6	13	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	128916	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	114592	88.9%
3	10942	8.5%
2	2839	2.2%
5	203	0.2%
1	185	0.1%
4	142	0.1%
6	13	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	128916	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	114592	88.9%
3	10942	8.5%
2	2839	2.2%
5	203	0.2%
1	185	0.1%
4	142	0.1%
6	13	< 0.1%

have_curtains_or_blinds_for_windows
Categorical

Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	15296
Missing (%)	42.0%
Memory size	1.6 MiB

1	13235
0	7839
3	38

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	190008
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
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	13235	36.4%
0	7839	21.5%
3	38	0.1%
(Missing)	15296	42.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	13235	62.7%
0	7839	37.1%
3	38	0.2%

Most occurring characters

Value	Count	Frequency (%)
	168896	88.9%
1	13235	7.0%
0	7839	4.1%
3	38	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	190008	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	168896	88.9%
1	13235	7.0%
0	7839	4.1%
3	38	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	190008	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	168896	88.9%
1	13235	7.0%
0	7839	4.1%
3	38	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	190008	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	168896	88.9%
1	13235	7.0%
0	7839	4.1%
3	38	< 0.1%

have_other_ventelation_holes
Categorical

High correlation Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	3017
Missing (%)	8.3%
Memory size	1.6 MiB

1	17714
0	13370
3	2307

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	300519
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	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	17714	48.7%
0	13370	36.7%
3	2307	6.3%
(Missing)	3017	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	17714	53.1%
0	13370	40.0%
3	2307	6.9%

Most occurring characters

Value	Count	Frequency (%)
	267128	88.9%
1	17714	5.9%
0	13370	4.4%
3	2307	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	267128	88.9%
1	17714	5.9%
0	13370	4.4%
3	2307	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	267128	88.9%
1	17714	5.9%
0	13370	4.4%
3	2307	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	267128	88.9%
1	17714	5.9%
0	13370	4.4%
3	2307	0.8%

no_of_bulbs_in_the_room
Categorical

Imbalance Missing

Distinct	21
Distinct (%)	0.1%
Missing	3017
Missing (%)	8.3%
Memory size	1.6 MiB

1	20781
2	5581
0	2257
3	1558
4	1157
Other values (16)	2057

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	300519
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	4
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	20781	57.1%
2	5581	15.3%
0	2257	6.2%
3	1558	4.3%
4	1157	3.2%
5	557	1.5%
6	452	1.2%
7	220	0.6%
8	197	0.5%
10	166	0.5%
Other values (11)	465	1.3%
(Missing)	3017	8.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	20781	62.2%
2	5581	16.7%
0	2257	6.8%
3	1558	4.7%
4	1157	3.5%
5	557	1.7%
6	452	1.4%
7	220	0.7%
8	197	0.6%
10	166	0.5%
Other values (11)	465	1.4%

Most occurring characters

Value	Count	Frequency (%)
	266595	88.7%
1	21301	7.1%
2	5699	1.9%
0	2477	0.8%
3	1581	0.5%
4	1189	0.4%
5	659	0.2%
6	468	0.2%
7	223	0.1%
8	220	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	266595	88.7%
1	21301	7.1%
2	5699	1.9%
0	2477	0.8%
3	1581	0.5%
4	1189	0.4%
5	659	0.2%
6	468	0.2%
7	223	0.1%
8	220	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	266595	88.7%
1	21301	7.1%
2	5699	1.9%
0	2477	0.8%
3	1581	0.5%
4	1189	0.4%
5	659	0.2%
6	468	0.2%
7	223	0.1%
8	220	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	266595	88.7%
1	21301	7.1%
2	5699	1.9%
0	2477	0.8%
3	1581	0.5%
4	1189	0.4%
5	659	0.2%
6	468	0.2%
7	223	0.1%
8	220	0.1%

no_of_bulbs_used_during_last_week
Categorical

Imbalance Missing

Distinct	12
Distinct (%)	0.1%
Missing	26603
Missing (%)	73.1%
Memory size	1.6 MiB

1	7458
0	1291
2	726
3	200
4	83
Other values (7)	47

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	107855
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	3 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
1	7458	20.5%
0	1291	3.5%
2	726	2.0%
3	200	0.5%
4	83	0.2%
6	19	0.1%
5	16	< 0.1%
7	6	< 0.1%
8	3	< 0.1%
11	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	26603	73.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	7458	76.1%
0	1291	13.2%
2	726	7.4%
3	200	2.0%
4	83	0.8%
6	19	0.2%
5	16	0.2%
7	6	0.1%
8	3	< 0.1%
11	1	< 0.1%
Other values (2)	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	98048	90.9%
1	7461	6.9%
0	1292	1.2%
2	726	0.7%
3	200	0.2%
4	83	0.1%
6	19	< 0.1%
5	16	< 0.1%
7	6	< 0.1%
8	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	107855	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	98048	90.9%
1	7461	6.9%
0	1292	1.2%
2	726	0.7%
3	200	0.2%
4	83	0.1%
6	19	< 0.1%
5	16	< 0.1%
7	6	< 0.1%
8	3	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	107855	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	98048	90.9%
1	7461	6.9%
0	1292	1.2%
2	726	0.7%
3	200	0.2%
4	83	0.1%
6	19	< 0.1%
5	16	< 0.1%
7	6	< 0.1%
8	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	107855	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	98048	90.9%
1	7461	6.9%
0	1292	1.2%
2	726	0.7%
3	200	0.2%
4	83	0.1%
6	19	< 0.1%
5	16	< 0.1%
7	6	< 0.1%
8	3	< 0.1%

no_of_fans_in_the_room
Categorical

Imbalance Missing

Distinct	11
Distinct (%)	< 0.1%
Missing	3017
Missing (%)	8.3%
Memory size	1.6 MiB

0	21657
1	10512
2	873
3	200
4	101
Other values (6)	48

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	300519
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	4 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	21657	59.5%
1	10512	28.9%
2	873	2.4%
3	200	0.5%
4	101	0.3%
5	41	0.1%
9	3	< 0.1%
8	1	< 0.1%
6	1	< 0.1%
10	1	< 0.1%
(Missing)	3017	8.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	21657	64.9%
1	10512	31.5%
2	873	2.6%
3	200	0.6%
4	101	0.3%
5	41	0.1%
9	3	< 0.1%
8	1	< 0.1%
6	1	< 0.1%
10	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	267127	88.9%
0	21658	7.2%
1	10513	3.5%
2	873	0.3%
3	200	0.1%
4	101	< 0.1%
5	41	< 0.1%
9	3	< 0.1%
8	1	< 0.1%
6	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	267127	88.9%
0	21658	7.2%
1	10513	3.5%
2	873	0.3%
3	200	0.1%
4	101	< 0.1%
5	41	< 0.1%
9	3	< 0.1%
8	1	< 0.1%
6	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	267127	88.9%
0	21658	7.2%
1	10513	3.5%
2	873	0.3%
3	200	0.1%
4	101	< 0.1%
5	41	< 0.1%
9	3	< 0.1%
8	1	< 0.1%
6	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	300519	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	267127	88.9%
0	21658	7.2%
1	10513	3.5%
2	873	0.3%
3	200	0.1%
4	101	< 0.1%
5	41	< 0.1%
9	3	< 0.1%
8	1	< 0.1%
6	1	< 0.1%

no_of_ACs_in_the_room
Categorical

Imbalance Missing

Distinct	5
Distinct (%)	< 0.1%
Missing	3017
Missing (%)	8.3%
Memory size	1.6 MiB

0	32305
1	1029
2	30
3	26
4	1

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	267128
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 (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	32305	88.7%
1	1029	2.8%
2	30	0.1%
3	26	0.1%
4	1	< 0.1%
(Missing)	3017	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	32305	96.7%
1	1029	3.1%
2	30	0.1%
3	26	0.1%
4	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	233737	87.5%
0	32305	12.1%
1	1029	0.4%
2	30	< 0.1%
3	26	< 0.1%
4	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	267128	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	233737	87.5%
0	32305	12.1%
1	1029	0.4%
2	30	< 0.1%
3	26	< 0.1%
4	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	267128	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	233737	87.5%
0	32305	12.1%
1	1029	0.4%
2	30	< 0.1%
3	26	< 0.1%
4	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	267128	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	233737	87.5%
0	32305	12.1%
1	1029	0.4%
2	30	< 0.1%
3	26	< 0.1%
4	1	< 0.1%

	have_curtains_or_blinds_for_windows	have_other_ventelation_holes	main_material_used_for_the_floor_of_the_room	main_material_used_for_the_roof_of_the_room	main_material_used_for_window_panes	main_purpose_of_the_room	no_of_ACs_in_the_room	no_of_bulbs_in_the_room	no_of_bulbs_used_during_last_week	no_of_doors_opened_to_external_environment	no_of_fans_in_the_room	no_of_windows	room_ID	storey_which_the_room_located	type_of_ceiling_of_the_room
have_curtains_or_blinds_for_windows	1.000	0.363	0.179	0.210	0.295	0.327	0.101	0.151	0.100	0.087	0.310	0.252	0.259	0.011	0.151
have_other_ventelation_holes	0.363	1.000	0.558	0.543	0.296	0.462	0.039	0.239	0.115	0.162	0.203	0.352	0.277	0.074	0.549
main_material_used_for_the_floor_of_the_room	0.179	0.558	1.000	0.357	0.178	0.223	0.082	0.149	0.060	0.067	0.073	0.117	0.126	0.065	0.372
main_material_used_for_the_roof_of_the_room	0.210	0.543	0.357	1.000	0.179	0.235	0.027	0.132	0.051	0.063	0.070	0.118	0.118	0.065	0.455
main_material_used_for_window_panes	0.295	0.296	0.178	0.179	1.000	0.136	0.015	0.058	0.000	0.018	0.051	0.062	0.030	0.022	0.127
main_purpose_of_the_room	0.327	0.462	0.223	0.235	0.136	1.000	0.093	0.127	0.123	0.089	0.202	0.187	0.443	0.056	0.258
no_of_ACs_in_the_room	0.101	0.039	0.082	0.027	0.015	0.093	1.000	0.474	0.194	0.242	0.226	0.107	0.070	0.067	0.069
no_of_bulbs_in_the_room	0.151	0.239	0.149	0.132	0.058	0.127	0.474	1.000	0.330	0.240	0.260	0.135	0.102	0.041	0.163
no_of_bulbs_used_during_last_week	0.100	0.115	0.060	0.051	0.000	0.123	0.194	0.330	1.000	0.124	0.218	0.119	0.121	0.035	0.082
no_of_doors_opened_to_external_environment	0.087	0.162	0.067	0.063	0.018	0.089	0.242	0.240	0.124	1.000	0.230	0.108	0.077	0.000	0.083
no_of_fans_in_the_room	0.310	0.203	0.073	0.070	0.051	0.202	0.226	0.260	0.218	0.230	1.000	0.189	0.180	0.027	0.093
no_of_windows	0.252	0.352	0.117	0.118	0.062	0.187	0.107	0.135	0.119	0.108	0.189	1.000	0.134	0.026	0.133
room_ID	0.259	0.277	0.126	0.118	0.030	0.443	0.070	0.102	0.121	0.077	0.180	0.134	1.000	0.048	0.134
storey_which_the_room_located	0.011	0.074	0.065	0.065	0.022	0.056	0.067	0.041	0.035	0.000	0.027	0.026	0.048	1.000	0.080
type_of_ceiling_of_the_room	0.151	0.549	0.372	0.455	0.127	0.258	0.069	0.163	0.082	0.083	0.093	0.133	0.134	0.080	1.000

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.

	room_ID	main_purpose_of_the_room	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	main_material_used_for_window_panes	have_curtains_or_blinds_for_windows	have_other_ventelation_holes	no_of_bulbs_in_the_room	no_of_bulbs_used_during_last_week	no_of_fans_in_the_room	no_of_ACs_in_the_room
household_ID
ID0001	I_1	1	0	2	3	3	1	2	3	1	0	4	None	1	0
ID0001	I_2	2	0	2	3	3	1	1	3	1	0	1	None	1	0
ID0001	I_3	2	0	2	3	3	1	1	3	1	0	1	None	1	0
ID0001	I_4	2	1	2	3	1	1	1	3	1	0	1	None	1	0
ID0001	I_5	2	1	2	3	1	1	1	3	1	0	1	None	1	0
ID0001	I_6	3	1	2	3	3	1	1	3	1	1	1	None	0	0
ID0001	I_7	4	0	2	3	3	1	0	None	None	1	1	None	0	0
ID0001	I_8	6	0	2	6	9	0	0	None	None	0	0	None	0	0
ID0001	I_9	7	0	10	9	11	0	0	None	None	3	0	None	0	0
ID0001	I_10	9	0	10	9	11	0	0	None	None	3	0	None	0	0

	room_ID	main_purpose_of_the_room	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	main_material_used_for_window_panes	have_curtains_or_blinds_for_windows	have_other_ventelation_holes	no_of_bulbs_in_the_room	no_of_bulbs_used_during_last_week	no_of_fans_in_the_room	no_of_ACs_in_the_room
household_ID
ID4063	I_1	1	0	3	6	9	1	6	None	1	0	2	1	1	0
ID4063	I_2	1	0	3	6	9	1	3	None	1	0	1	1	1	0
ID4063	I_3	2	0	3	6	9	1	3	None	1	0	1	1	1	0
ID4063	I_4	2	1	2	1	9	1	2	None	0	0	0	None	0	0
ID4063	I_5	2	1	2	1	9	1	2	None	0	0	0	None	0	0
ID4063	I_6	2	1	2	1	9	2	4	None	0	0	1	0	0	0
ID4063	I_7	3	0	3	6	9	1	3	None	1	0	1	1	0	0
ID4063	I_8	9	0	3	6	9	1	3	None	0	0	1	1	0	0
ID4063	I_9	10	None	None	None	None	None	None	None	None	None	None	None	None	None
ID4063	I_10	10	None	None	None	None	None	None	None	None	None	None	None	None	None

Most frequently occurring

	room_ID	main_purpose_of_the_room	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	main_material_used_for_window_panes	have_curtains_or_blinds_for_windows	have_other_ventelation_holes	no_of_bulbs_in_the_room	no_of_bulbs_used_during_last_week	no_of_fans_in_the_room	no_of_ACs_in_the_room	# duplicates
403	I_10	10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1321
3414	I_9	10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	985
3290	I_8	10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	537
3100	I_7	10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	162
3270	I_8	9	0	10	9	11	0	0	NaN	NaN	3	0	NaN	0	0	73
391	I_10	9	0	10	9	11	0	0	NaN	NaN	3	0	NaN	0	0	60
3085	I_7	9	0	10	9	11	0	0	NaN	NaN	3	0	NaN	0	0	51
2846	I_6	9	0	10	9	11	0	0	NaN	NaN	3	0	NaN	0	0	50
3397	I_9	9	0	10	9	11	0	0	NaN	NaN	3	0	NaN	0	0	48
1893	I_4	3	0	2	1	1	1	0	NaN	NaN	0	1	NaN	0	0	42

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories