gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	9419
Missing cells	9431
Missing cells (%)	5.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.4 MiB
Average record size in memory	160.0 B

Variable types

Unsupported	1
Text	14
Categorical	5

Dataset

Description	파일 다운로드
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-21705/F/1/datasetView.do

Alerts

`Unnamed: 2` is highly overall correlated with `Unnamed: 3` and 3 other fields	High correlation
`Unnamed: 3` is highly overall correlated with `Unnamed: 2` and 3 other fields	High correlation
`Unnamed: 18` is highly overall correlated with `Unnamed: 2` and 3 other fields	High correlation
`Unnamed: 19` is highly overall correlated with `Unnamed: 2` and 3 other fields	High correlation
`Unnamed: 17` is highly overall correlated with `Unnamed: 2` and 3 other fields	High correlation
`Unnamed: 3` is highly imbalanced (56.7%)	Imbalance
`Unnamed: 17` is highly imbalanced (99.8%)	Imbalance
`Unnamed: 18` is highly imbalanced (56.7%)	Imbalance
`Unnamed: 19` is highly imbalanced (56.7%)	Imbalance
`Unnamed: 16` has 9417 (> 99.9%) missing values	Missing
`유동인구_관찰조사_2009` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2023-12-11 09:16:32.498377
Analysis finished	2023-12-11 09:16:35.101051
Duration	2.6 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

유동인구_관찰조사_2009
Unsupported

REJECTED UNSUPPORTED

Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Unnamed: 1
Text

Distinct	1187
Distinct (%)	12.6%
Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Length

Max length	14
Median length	6
Mean length	6.4376725
Min length	6

Characters and Unicode

Total characters	60630
Distinct characters	30
Distinct categories	5 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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	조사지점코드
2nd row	EXAMIN_SPOT_CD
3rd row	01-033
4th row	01-033
5th row	01-033

Value	Count	Frequency (%)
01-3009	16	0.2%
01-208	16	0.2%
22-3021	16	0.2%
11-3045	16	0.2%
11-3014	16	0.2%
23-376	16	0.2%
06-070	16	0.2%
05-031	16	0.2%
02-1172	16	0.2%
17-047	16	0.2%
Other values (1177)	9258	98.3%

Most occurring characters

Value	Count	Frequency (%)
0	10742	17.7%
1	9954	16.4%
-	9416	15.5%
2	8744	14.4%
3	5372	8.9%
4	3518	5.8%
5	3094	5.1%
7	2526	4.2%
6	2518	4.2%
9	2422	4.0%
Other values (20)	2324	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51194	84.4%
Dash Punctuation	9416	15.5%
Uppercase Letter	12	< 0.1%
Other Letter	6	< 0.1%
Connector Punctuation	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	1	8.3%
C	1	8.3%
T	1	8.3%
O	1	8.3%
P	1	8.3%
S	1	8.3%
N	1	8.3%
I	1	8.3%
A	1	8.3%
X	1	8.3%
Other values (2)	2	16.7%

Decimal Number

Value	Count	Frequency (%)
0	10742	21.0%
1	9954	19.4%
2	8744	17.1%
3	5372	10.5%
4	3518	6.9%
5	3094	6.0%
7	2526	4.9%
6	2518	4.9%
9	2422	4.7%
8	2304	4.5%

Other Letter

Value	Count	Frequency (%)
코	1	16.7%
드	1	16.7%
점	1	16.7%
지	1	16.7%
사	1	16.7%
조	1	16.7%

Dash Punctuation

Value	Count	Frequency (%)
-	9416	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60612	> 99.9%
Latin	12	< 0.1%
Hangul	6	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10742	17.7%
1	9954	16.4%
-	9416	15.5%
2	8744	14.4%
3	5372	8.9%
4	3518	5.8%
5	3094	5.1%
7	2526	4.2%
6	2518	4.2%
9	2422	4.0%
Other values (2)	2306	3.8%

Latin

Value	Count	Frequency (%)
M	1	8.3%
C	1	8.3%
T	1	8.3%
O	1	8.3%
P	1	8.3%
S	1	8.3%
N	1	8.3%
I	1	8.3%
A	1	8.3%
X	1	8.3%
Other values (2)	2	16.7%

Hangul

Value	Count	Frequency (%)
코	1	16.7%
드	1	16.7%
점	1	16.7%
지	1	16.7%
사	1	16.7%
조	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60624	> 99.9%
Hangul	6	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10742	17.7%
1	9954	16.4%
-	9416	15.5%
2	8744	14.4%
3	5372	8.9%
4	3518	5.8%
5	3094	5.1%
7	2526	4.2%
6	2518	4.2%
9	2422	4.0%
Other values (14)	2318	3.8%

Hangul

Value	Count	Frequency (%)
코	1	16.7%
드	1	16.7%
점	1	16.7%
지	1	16.7%
사	1	16.7%
조	1	16.7%

Unnamed: 2
Categorical

HIGH CORRELATION

Distinct	27
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	73.7 KiB

0907	402
0926	400
1102	400
1107	400
1026	400
Other values (22)	7417

Length

Max length	10
Median length	4
Mean length	4.000637
Min length	4

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	조사일자
3rd row	EXAMIN_DAY
4th row	1102
5th row	1102

Common Values

Value	Count	Frequency (%)
0907	402	4.3%
0926	400	4.2%
1102	400	4.2%
1107	400	4.2%
1026	400	4.2%
1031	400	4.2%
1123	400	4.2%
1128	400	4.2%
1116	400	4.2%
0905	400	4.2%
Other values (17)	5417	57.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0907	402	4.3%
1121	400	4.2%
1017	400	4.2%
0921	400	4.2%
0928	400	4.2%
0914	400	4.2%
1010	400	4.2%
1005	400	4.2%
0912	400	4.2%
0926	400	4.2%
Other values (17)	5417	57.5%

Unnamed: 3
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.7 KiB

월	4710
토	4706
<NA>	1
조사요일	1
EXAMIN_DATE	1

Length

Max length	11
Median length	1
Mean length	1.0016987
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	조사요일
3rd row	EXAMIN_DATE
4th row	월
5th row	월

Common Values

Value	Count	Frequency (%)
월	4710	50.0%
토	4706	50.0%
<NA>	1	< 0.1%
조사요일	1	< 0.1%
EXAMIN_DATE	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
월	4710	50.0%
토	4706	50.0%
na	1	< 0.1%
조사요일	1	< 0.1%
examin_date	1	< 0.1%

Unnamed: 4
Text

Distinct	324
Distinct (%)	3.4%
Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Length

Max length	15
Median length	4
Mean length	4.0013803
Min length	4

Characters and Unicode

Total characters	37685
Distinct characters	25
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	143 ?
Unique (%)	1.5%

Sample

1st row	조사시작시간
2nd row	EXAMIN_START_TM
3rd row	0850
4th row	1230
5th row	1830

Value	Count	Frequency (%)
0800	489	5.2%
1900	487	5.2%
1300	483	5.1%
1230	405	4.3%
1700	362	3.8%
0900	325	3.5%
1500	325	3.5%
1100	279	3.0%
1400	250	2.7%
1000	250	2.7%
Other values (314)	5763	61.2%

Most occurring characters

Value	Count	Frequency (%)
0	13621	36.1%
1	8893	23.6%
5	3917	10.4%
3	2914	7.7%
9	1904	5.1%
2	1800	4.8%
4	1611	4.3%
8	1484	3.9%
6	797	2.1%
7	723	1.9%
Other values (15)	21	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	37664	99.9%
Uppercase Letter	13	< 0.1%
Other Letter	6	< 0.1%
Connector Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	13621	36.2%
1	8893	23.6%
5	3917	10.4%
3	2914	7.7%
9	1904	5.1%
2	1800	4.8%
4	1611	4.3%
8	1484	3.9%
6	797	2.1%
7	723	1.9%

Uppercase Letter

Value	Count	Frequency (%)
T	3	23.1%
A	2	15.4%
M	2	15.4%
E	1	7.7%
X	1	7.7%
I	1	7.7%
N	1	7.7%
S	1	7.7%
R	1	7.7%

Other Letter

Value	Count	Frequency (%)
시	2	33.3%
간	1	16.7%
작	1	16.7%
사	1	16.7%
조	1	16.7%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	37666	99.9%
Latin	13	< 0.1%
Hangul	6	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	13621	36.2%
1	8893	23.6%
5	3917	10.4%
3	2914	7.7%
9	1904	5.1%
2	1800	4.8%
4	1611	4.3%
8	1484	3.9%
6	797	2.1%
7	723	1.9%

Latin

Value	Count	Frequency (%)
T	3	23.1%
A	2	15.4%
M	2	15.4%
E	1	7.7%
X	1	7.7%
I	1	7.7%
N	1	7.7%
S	1	7.7%
R	1	7.7%

Hangul

Value	Count	Frequency (%)
시	2	33.3%
간	1	16.7%
작	1	16.7%
사	1	16.7%
조	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37679	> 99.9%
Hangul	6	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	13621	36.2%
1	8893	23.6%
5	3917	10.4%
3	2914	7.7%
9	1904	5.1%
2	1800	4.8%
4	1611	4.3%
8	1484	3.9%
6	797	2.1%
7	723	1.9%
Other values (10)	15	< 0.1%

Hangul

Value	Count	Frequency (%)
시	2	33.3%
간	1	16.7%
작	1	16.7%
사	1	16.7%
조	1	16.7%

Unnamed: 5
Text

Distinct	324
Distinct (%)	3.4%
Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Length

Max length	13
Median length	4
Mean length	4.001168
Min length	4

Characters and Unicode

Total characters	37683
Distinct characters	25
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	144 ?
Unique (%)	1.5%

Sample

1st row	조사완료시간
2nd row	EXAMIN_END_TM
3rd row	0915
4th row	1255
5th row	1855

Value	Count	Frequency (%)
0825	489	5.2%
1925	487	5.2%
1325	483	5.1%
1255	405	4.3%
1725	363	3.9%
0925	325	3.5%
1525	325	3.5%
1125	279	3.0%
1025	250	2.7%
1425	250	2.7%
Other values (314)	5762	61.2%

Most occurring characters

Value	Count	Frequency (%)
5	9527	25.3%
1	8897	23.6%
0	5806	15.4%
2	4627	12.3%
3	2365	6.3%
9	1961	5.2%
4	1618	4.3%
8	1220	3.2%
7	886	2.4%
6	757	2.0%
Other values (15)	19	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	37664	99.9%
Uppercase Letter	11	< 0.1%
Other Letter	6	< 0.1%
Connector Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	9527	25.3%
1	8897	23.6%
0	5806	15.4%
2	4627	12.3%
3	2365	6.3%
9	1961	5.2%
4	1618	4.3%
8	1220	3.2%
7	886	2.4%
6	757	2.0%

Uppercase Letter

Value	Count	Frequency (%)
E	2	18.2%
M	2	18.2%
N	2	18.2%
A	1	9.1%
T	1	9.1%
D	1	9.1%
I	1	9.1%
X	1	9.1%

Other Letter

Value	Count	Frequency (%)
시	1	16.7%
조	1	16.7%
료	1	16.7%
완	1	16.7%
사	1	16.7%
간	1	16.7%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	37666	> 99.9%
Latin	11	< 0.1%
Hangul	6	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	9527	25.3%
1	8897	23.6%
0	5806	15.4%
2	4627	12.3%
3	2365	6.3%
9	1961	5.2%
4	1618	4.3%
8	1220	3.2%
7	886	2.4%
6	757	2.0%

Latin

Value	Count	Frequency (%)
E	2	18.2%
M	2	18.2%
N	2	18.2%
A	1	9.1%
T	1	9.1%
D	1	9.1%
I	1	9.1%
X	1	9.1%

Hangul

Value	Count	Frequency (%)
시	1	16.7%
조	1	16.7%
료	1	16.7%
완	1	16.7%
사	1	16.7%
간	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37677	> 99.9%
Hangul	6	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	9527	25.3%
1	8897	23.6%
0	5806	15.4%
2	4627	12.3%
3	2365	6.3%
9	1961	5.2%
4	1618	4.3%
8	1220	3.2%
7	886	2.4%
6	757	2.0%
Other values (9)	13	< 0.1%

Hangul

Value	Count	Frequency (%)
시	1	16.7%
조	1	16.7%
료	1	16.7%
완	1	16.7%
사	1	16.7%
간	1	16.7%

Unnamed: 6
Text

Distinct	145
Distinct (%)	1.5%
Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Length

Max length	7
Median length	1
Mean length	1.4246124
Min length	1

Characters and Unicode

Total characters	13417
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	35 ?
Unique (%)	0.4%

Sample

1st row	남자유동인구수
2nd row	MALE
3rd row	15
4th row	28
5th row	16

Value	Count	Frequency (%)
3	745	7.9%
2	727	7.7%
4	677	7.2%
5	599	6.4%
6	539	5.7%
1	535	5.7%
7	470	5.0%
8	453	4.8%
9	406	4.3%
10	388	4.1%
Other values (135)	3879	41.2%

Most occurring characters

Value	Count	Frequency (%)
1	3340	24.9%
2	2041	15.2%
3	1562	11.6%
4	1218	9.1%
5	1135	8.5%
0	1045	7.8%
6	888	6.6%
7	799	6.0%
8	754	5.6%
9	624	4.7%
Other values (11)	11	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	13406	99.9%
Other Letter	7	0.1%
Uppercase Letter	4	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3340	24.9%
2	2041	15.2%
3	1562	11.7%
4	1218	9.1%
5	1135	8.5%
0	1045	7.8%
6	888	6.6%
7	799	6.0%
8	754	5.6%
9	624	4.7%

Other Letter

Value	Count	Frequency (%)
구	1	14.3%
수	1	14.3%
남	1	14.3%
인	1	14.3%
동	1	14.3%
유	1	14.3%
자	1	14.3%

Uppercase Letter

Value	Count	Frequency (%)
L	1	25.0%
A	1	25.0%
M	1	25.0%
E	1	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13406	99.9%
Hangul	7	0.1%
Latin	4	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3340	24.9%
2	2041	15.2%
3	1562	11.7%
4	1218	9.1%
5	1135	8.5%
0	1045	7.8%
6	888	6.6%
7	799	6.0%
8	754	5.6%
9	624	4.7%

Hangul

Value	Count	Frequency (%)
구	1	14.3%
수	1	14.3%
남	1	14.3%
인	1	14.3%
동	1	14.3%
유	1	14.3%
자	1	14.3%

Latin

Value	Count	Frequency (%)
L	1	25.0%
A	1	25.0%
M	1	25.0%
E	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13410	99.9%
Hangul	7	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3340	24.9%
2	2041	15.2%
3	1562	11.6%
4	1218	9.1%
5	1135	8.5%
0	1045	7.8%
6	888	6.6%
7	799	6.0%
8	754	5.6%
9	624	4.7%
Other values (4)	4	< 0.1%

Hangul

Value	Count	Frequency (%)
구	1	14.3%
수	1	14.3%
남	1	14.3%
인	1	14.3%
동	1	14.3%
유	1	14.3%
자	1	14.3%

Unnamed: 7
Text

Distinct	169
Distinct (%)	1.8%
Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Length

Max length	7
Median length	1
Mean length	1.4344872
Min length	1

Characters and Unicode

Total characters	13510
Distinct characters	22
Distinct categories	3 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	53 ?
Unique (%)	0.6%

Sample

1st row	여성유동인구수
2nd row	FEMALE
3rd row	13
4th row	24
5th row	23

Value	Count	Frequency (%)
2	707	7.5%
3	682	7.2%
1	622	6.6%
4	601	6.4%
5	537	5.7%
6	515	5.5%
8	489	5.2%
7	475	5.0%
0	456	4.8%
9	347	3.7%
Other values (159)	3987	42.3%

Most occurring characters

Value	Count	Frequency (%)
1	3442	25.5%
2	2076	15.4%
3	1445	10.7%
4	1175	8.7%
0	1101	8.1%
5	1058	7.8%
6	964	7.1%
7	832	6.2%
8	808	6.0%
9	596	4.4%
Other values (12)	13	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	13497	99.9%
Other Letter	7	0.1%
Uppercase Letter	6	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3442	25.5%
2	2076	15.4%
3	1445	10.7%
4	1175	8.7%
0	1101	8.2%
5	1058	7.8%
6	964	7.1%
7	832	6.2%
8	808	6.0%
9	596	4.4%

Other Letter

Value	Count	Frequency (%)
수	1	14.3%
성	1	14.3%
구	1	14.3%
인	1	14.3%
동	1	14.3%
유	1	14.3%
여	1	14.3%

Uppercase Letter

Value	Count	Frequency (%)
E	2	33.3%
A	1	16.7%
M	1	16.7%
F	1	16.7%
L	1	16.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	13497	99.9%
Hangul	7	0.1%
Latin	6	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3442	25.5%
2	2076	15.4%
3	1445	10.7%
4	1175	8.7%
0	1101	8.2%
5	1058	7.8%
6	964	7.1%
7	832	6.2%
8	808	6.0%
9	596	4.4%

Hangul

Value	Count	Frequency (%)
수	1	14.3%
성	1	14.3%
구	1	14.3%
인	1	14.3%
동	1	14.3%
유	1	14.3%
여	1	14.3%

Latin

Value	Count	Frequency (%)
E	2	33.3%
A	1	16.7%
M	1	16.7%
F	1	16.7%
L	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13503	99.9%
Hangul	7	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3442	25.5%
2	2076	15.4%
3	1445	10.7%
4	1175	8.7%
0	1101	8.2%
5	1058	7.8%
6	964	7.1%
7	832	6.2%
8	808	6.0%
9	596	4.4%
Other values (5)	6	< 0.1%

Hangul

Value	Count	Frequency (%)
수	1	14.3%
성	1	14.3%
구	1	14.3%
인	1	14.3%
동	1	14.3%
유	1	14.3%
여	1	14.3%

Unnamed: 8
Text

Distinct	83
Distinct (%)	0.9%
Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Length

Max length	10
Median length	1
Mean length	1.0938628
Min length	1

Characters and Unicode

Total characters	10302
Distinct characters	26
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	31 ?
Unique (%)	0.3%

Sample

1st row	20세미만유동인구수
2nd row	TWYO_BELO
3rd row	0
4th row	1
5th row	0

Value	Count	Frequency (%)
0	3669	39.0%
1	1309	13.9%
2	1096	11.6%
3	820	8.7%
4	487	5.2%
5	367	3.9%
6	307	3.3%
7	213	2.3%
8	174	1.8%
9	118	1.3%
Other values (73)	858	9.1%

Most occurring characters

Value	Count	Frequency (%)
0	3831	37.2%
1	2065	20.0%
2	1368	13.3%
3	946	9.2%
4	579	5.6%
5	476	4.6%
6	370	3.6%
7	271	2.6%
8	231	2.2%
9	148	1.4%
Other values (16)	17	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10285	99.8%
Uppercase Letter	8	0.1%
Other Letter	8	0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3831	37.2%
1	2065	20.1%
2	1368	13.3%
3	946	9.2%
4	579	5.6%
5	476	4.6%
6	370	3.6%
7	271	2.6%
8	231	2.2%
9	148	1.4%

Other Letter

Value	Count	Frequency (%)
유	1	12.5%
수	1	12.5%
구	1	12.5%
인	1	12.5%
동	1	12.5%
만	1	12.5%
미	1	12.5%
세	1	12.5%

Uppercase Letter

Value	Count	Frequency (%)
O	2	25.0%
E	1	12.5%
B	1	12.5%
T	1	12.5%
Y	1	12.5%
W	1	12.5%
L	1	12.5%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10286	99.8%
Latin	8	0.1%
Hangul	8	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3831	37.2%
1	2065	20.1%
2	1368	13.3%
3	946	9.2%
4	579	5.6%
5	476	4.6%
6	370	3.6%
7	271	2.6%
8	231	2.2%
9	148	1.4%

Hangul

Value	Count	Frequency (%)
유	1	12.5%
수	1	12.5%
구	1	12.5%
인	1	12.5%
동	1	12.5%
만	1	12.5%
미	1	12.5%
세	1	12.5%

Latin

Value	Count	Frequency (%)
O	2	25.0%
E	1	12.5%
B	1	12.5%
T	1	12.5%
Y	1	12.5%
W	1	12.5%
L	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10294	99.9%
Hangul	8	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3831	37.2%
1	2065	20.1%
2	1368	13.3%
3	946	9.2%
4	579	5.6%
5	476	4.6%
6	370	3.6%
7	271	2.6%
8	231	2.2%
9	148	1.4%
Other values (8)	9	0.1%

Hangul

Value	Count	Frequency (%)
유	1	12.5%
수	1	12.5%
구	1	12.5%
인	1	12.5%
동	1	12.5%
만	1	12.5%
미	1	12.5%
세	1	12.5%

Unnamed: 9
Text

Distinct	172
Distinct (%)	1.8%
Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Length

Max length	11
Median length	1
Mean length	1.3346783
Min length	1

Characters and Unicode

Total characters	12570
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	53 ?
Unique (%)	0.6%

Sample

1st row	20대30대유동인구수
2nd row	TWNT_THRTS
3rd row	20
4th row	35
5th row	55

Value	Count	Frequency (%)
2	946	10.0%
1	910	9.7%
3	885	9.4%
0	771	8.2%
4	736	7.8%
5	603	6.4%
6	479	5.1%
7	417	4.4%
8	370	3.9%
10	297	3.2%
Other values (162)	3004	31.9%

Most occurring characters

Value	Count	Frequency (%)
1	3050	24.3%
2	1932	15.4%
3	1529	12.2%
0	1334	10.6%
4	1155	9.2%
5	1009	8.0%
6	783	6.2%
7	686	5.5%
8	614	4.9%
9	461	3.7%
Other values (13)	17	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12553	99.9%
Uppercase Letter	9	0.1%
Other Letter	7	0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3050	24.3%
2	1932	15.4%
3	1529	12.2%
0	1334	10.6%
4	1155	9.2%
5	1009	8.0%
6	783	6.2%
7	686	5.5%
8	614	4.9%
9	461	3.7%

Uppercase Letter

Value	Count	Frequency (%)
T	4	44.4%
W	1	11.1%
R	1	11.1%
H	1	11.1%
N	1	11.1%
S	1	11.1%

Other Letter

Value	Count	Frequency (%)
대	2	28.6%
유	1	14.3%
수	1	14.3%
구	1	14.3%
인	1	14.3%
동	1	14.3%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12554	99.9%
Latin	9	0.1%
Hangul	7	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3050	24.3%
2	1932	15.4%
3	1529	12.2%
0	1334	10.6%
4	1155	9.2%
5	1009	8.0%
6	783	6.2%
7	686	5.5%
8	614	4.9%
9	461	3.7%

Latin

Value	Count	Frequency (%)
T	4	44.4%
W	1	11.1%
R	1	11.1%
H	1	11.1%
N	1	11.1%
S	1	11.1%

Hangul

Value	Count	Frequency (%)
대	2	28.6%
유	1	14.3%
수	1	14.3%
구	1	14.3%
인	1	14.3%
동	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12563	99.9%
Hangul	7	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3050	24.3%
2	1932	15.4%
3	1529	12.2%
0	1334	10.6%
4	1155	9.2%
5	1009	8.0%
6	783	6.2%
7	686	5.5%
8	614	4.9%
9	461	3.7%
Other values (7)	10	0.1%

Hangul

Value	Count	Frequency (%)
대	2	28.6%
유	1	14.3%
수	1	14.3%
구	1	14.3%
인	1	14.3%
동	1	14.3%

Unnamed: 10
Text

Distinct	93
Distinct (%)	1.0%
Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Length

Max length	11
Median length	1
Mean length	1.2532385
Min length	1

Characters and Unicode

Total characters	11803
Distinct characters	21
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	23 ?
Unique (%)	0.2%

Sample

1st row	40대50대유동인구수
2nd row	FRTS_FFTS
3rd row	7
4th row	14
5th row	16

Value	Count	Frequency (%)
2	1142	12.1%
3	1000	10.6%
1	967	10.3%
4	844	9.0%
5	700	7.4%
0	663	7.0%
6	555	5.9%
7	468	5.0%
8	413	4.4%
10	350	3.7%
Other values (83)	2316	24.6%

Most occurring characters

Value	Count	Frequency (%)
1	2857	24.2%
2	1903	16.1%
3	1459	12.4%
0	1174	9.9%
4	1075	9.1%
5	975	8.3%
6	745	6.3%
7	622	5.3%
8	563	4.8%
9	414	3.5%
Other values (11)	16	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11787	99.9%
Uppercase Letter	8	0.1%
Other Letter	7	0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2857	24.2%
2	1903	16.1%
3	1459	12.4%
0	1174	10.0%
4	1075	9.1%
5	975	8.3%
6	745	6.3%
7	622	5.3%
8	563	4.8%
9	414	3.5%

Other Letter

Value	Count	Frequency (%)
대	2	28.6%
구	1	14.3%
수	1	14.3%
인	1	14.3%
동	1	14.3%
유	1	14.3%

Uppercase Letter

Value	Count	Frequency (%)
F	3	37.5%
S	2	25.0%
T	2	25.0%
R	1	12.5%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11788	99.9%
Latin	8	0.1%
Hangul	7	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2857	24.2%
2	1903	16.1%
3	1459	12.4%
0	1174	10.0%
4	1075	9.1%
5	975	8.3%
6	745	6.3%
7	622	5.3%
8	563	4.8%
9	414	3.5%

Hangul

Value	Count	Frequency (%)
대	2	28.6%
구	1	14.3%
수	1	14.3%
인	1	14.3%
동	1	14.3%
유	1	14.3%

Latin

Value	Count	Frequency (%)
F	3	37.5%
S	2	25.0%
T	2	25.0%
R	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11796	99.9%
Hangul	7	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2857	24.2%
2	1903	16.1%
3	1459	12.4%
0	1174	10.0%
4	1075	9.1%
5	975	8.3%
6	745	6.3%
7	622	5.3%
8	563	4.8%
9	414	3.5%
Other values (5)	9	0.1%

Hangul

Value	Count	Frequency (%)
대	2	28.6%
구	1	14.3%
수	1	14.3%
인	1	14.3%
동	1	14.3%
유	1	14.3%

Unnamed: 11
Text

Distinct	56
Distinct (%)	0.6%
Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Length

Max length	10
Median length	1
Mean length	1.0659376
Min length	1

Characters and Unicode

Total characters	10039
Distinct characters	27
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	17 ?
Unique (%)	0.2%

Sample

1st row	60대이상유동인구수
2nd row	SXTS_ABOVE
3rd row	0
4th row	3
5th row	4

Value	Count	Frequency (%)
0	2763	29.3%
1	1857	19.7%
2	1440	15.3%
3	938	10.0%
4	606	6.4%
5	376	4.0%
6	310	3.3%
7	222	2.4%
8	178	1.9%
9	126	1.3%
Other values (46)	602	6.4%

Most occurring characters

Value	Count	Frequency (%)
0	2892	28.8%
1	2422	24.1%
2	1615	16.1%
3	1047	10.4%
4	653	6.5%
5	428	4.3%
6	354	3.5%
7	256	2.6%
8	207	2.1%
9	147	1.5%
Other values (17)	18	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10021	99.8%
Uppercase Letter	9	0.1%
Other Letter	8	0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2892	28.9%
1	2422	24.2%
2	1615	16.1%
3	1047	10.4%
4	653	6.5%
5	428	4.3%
6	354	3.5%
7	256	2.6%
8	207	2.1%
9	147	1.5%

Uppercase Letter

Value	Count	Frequency (%)
S	2	22.2%
E	1	11.1%
V	1	11.1%
O	1	11.1%
B	1	11.1%
A	1	11.1%
T	1	11.1%
X	1	11.1%

Other Letter

Value	Count	Frequency (%)
구	1	12.5%
인	1	12.5%
대	1	12.5%
동	1	12.5%
유	1	12.5%
상	1	12.5%
이	1	12.5%
수	1	12.5%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10022	99.8%
Latin	9	0.1%
Hangul	8	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2892	28.9%
1	2422	24.2%
2	1615	16.1%
3	1047	10.4%
4	653	6.5%
5	428	4.3%
6	354	3.5%
7	256	2.6%
8	207	2.1%
9	147	1.5%

Latin

Value	Count	Frequency (%)
S	2	22.2%
E	1	11.1%
V	1	11.1%
O	1	11.1%
B	1	11.1%
A	1	11.1%
T	1	11.1%
X	1	11.1%

Hangul

Value	Count	Frequency (%)
구	1	12.5%
인	1	12.5%
대	1	12.5%
동	1	12.5%
유	1	12.5%
상	1	12.5%
이	1	12.5%
수	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10031	99.9%
Hangul	8	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2892	28.8%
1	2422	24.1%
2	1615	16.1%
3	1047	10.4%
4	653	6.5%
5	428	4.3%
6	354	3.5%
7	256	2.6%
8	207	2.1%
9	147	1.5%
Other values (9)	10	0.1%

Hangul

Value	Count	Frequency (%)
구	1	12.5%
인	1	12.5%
대	1	12.5%
동	1	12.5%
유	1	12.5%
상	1	12.5%
이	1	12.5%
수	1	12.5%

Unnamed: 12
Text

Distinct	106
Distinct (%)	1.1%
Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Length

Max length	9
Median length	1
Mean length	1.1930346
Min length	1

Characters and Unicode

Total characters	11236
Distinct characters	28
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	29 ?
Unique (%)	0.3%

Sample

1st row	정장착용유동인구수
2nd row	SUIT_WEAR
3rd row	6
4th row	28
5th row	4

Value	Count	Frequency (%)
0	2233	23.7%
1	1299	13.8%
2	1166	12.4%
3	832	8.8%
4	599	6.4%
5	416	4.4%
6	367	3.9%
7	274	2.9%
8	242	2.6%
9	204	2.2%
Other values (96)	1786	19.0%

Most occurring characters

Value	Count	Frequency (%)
1	2652	23.6%
0	2520	22.4%
2	1778	15.8%
3	1226	10.9%
4	823	7.3%
5	612	5.4%
6	514	4.6%
7	422	3.8%
8	375	3.3%
9	296	2.6%
Other values (18)	18	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11218	99.8%
Other Letter	9	0.1%
Uppercase Letter	8	0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2652	23.6%
0	2520	22.5%
2	1778	15.8%
3	1226	10.9%
4	823	7.3%
5	612	5.5%
6	514	4.6%
7	422	3.8%
8	375	3.3%
9	296	2.6%

Other Letter

Value	Count	Frequency (%)
유	1	11.1%
수	1	11.1%
구	1	11.1%
인	1	11.1%
동	1	11.1%
용	1	11.1%
착	1	11.1%
장	1	11.1%
정	1	11.1%

Uppercase Letter

Value	Count	Frequency (%)
A	1	12.5%
E	1	12.5%
W	1	12.5%
S	1	12.5%
T	1	12.5%
I	1	12.5%
U	1	12.5%
R	1	12.5%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11219	99.8%
Hangul	9	0.1%
Latin	8	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2652	23.6%
0	2520	22.5%
2	1778	15.8%
3	1226	10.9%
4	823	7.3%
5	612	5.5%
6	514	4.6%
7	422	3.8%
8	375	3.3%
9	296	2.6%

Hangul

Value	Count	Frequency (%)
유	1	11.1%
수	1	11.1%
구	1	11.1%
인	1	11.1%
동	1	11.1%
용	1	11.1%
착	1	11.1%
장	1	11.1%
정	1	11.1%

Latin

Value	Count	Frequency (%)
A	1	12.5%
E	1	12.5%
W	1	12.5%
S	1	12.5%
T	1	12.5%
I	1	12.5%
U	1	12.5%
R	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11227	99.9%
Hangul	9	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2652	23.6%
0	2520	22.4%
2	1778	15.8%
3	1226	10.9%
4	823	7.3%
5	612	5.5%
6	514	4.6%
7	422	3.8%
8	375	3.3%
9	296	2.6%
Other values (9)	9	0.1%

Hangul

Value	Count	Frequency (%)
유	1	11.1%
수	1	11.1%
구	1	11.1%
인	1	11.1%
동	1	11.1%
용	1	11.1%
착	1	11.1%
장	1	11.1%
정	1	11.1%

Unnamed: 13
Text

Distinct	209
Distinct (%)	2.2%
Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Length

Max length	10
Median length	2
Mean length	1.5820769
Min length	1

Characters and Unicode

Total characters	14900
Distinct characters	28
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	68 ?
Unique (%)	0.7%

Sample

1st row	캐주얼착용유동인구수
2nd row	CSL_WEAR
3rd row	9
4th row	27
5th row	29

Value	Count	Frequency (%)
4	532	5.6%
3	505	5.4%
2	484	5.1%
5	480	5.1%
6	457	4.9%
7	456	4.8%
8	408	4.3%
9	375	4.0%
10	341	3.6%
11	306	3.2%
Other values (199)	5074	53.9%

Most occurring characters

Value	Count	Frequency (%)
1	3586	24.1%
2	2306	15.5%
3	1669	11.2%
4	1327	8.9%
5	1226	8.2%
6	1077	7.2%
7	1008	6.8%
0	980	6.6%
8	922	6.2%
9	781	5.2%
Other values (18)	18	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14882	99.9%
Other Letter	10	0.1%
Uppercase Letter	7	< 0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3586	24.1%
2	2306	15.5%
3	1669	11.2%
4	1327	8.9%
5	1226	8.2%
6	1077	7.2%
7	1008	6.8%
0	980	6.6%
8	922	6.2%
9	781	5.2%

Other Letter

Value	Count	Frequency (%)
주	1	10.0%
구	1	10.0%
인	1	10.0%
동	1	10.0%
유	1	10.0%
용	1	10.0%
착	1	10.0%
얼	1	10.0%
캐	1	10.0%
수	1	10.0%

Uppercase Letter

Value	Count	Frequency (%)
W	1	14.3%
R	1	14.3%
A	1	14.3%
E	1	14.3%
L	1	14.3%
S	1	14.3%
C	1	14.3%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	14883	99.9%
Hangul	10	0.1%
Latin	7	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3586	24.1%
2	2306	15.5%
3	1669	11.2%
4	1327	8.9%
5	1226	8.2%
6	1077	7.2%
7	1008	6.8%
0	980	6.6%
8	922	6.2%
9	781	5.2%

Hangul

Value	Count	Frequency (%)
주	1	10.0%
구	1	10.0%
인	1	10.0%
동	1	10.0%
유	1	10.0%
용	1	10.0%
착	1	10.0%
얼	1	10.0%
캐	1	10.0%
수	1	10.0%

Latin

Value	Count	Frequency (%)
W	1	14.3%
R	1	14.3%
A	1	14.3%
E	1	14.3%
L	1	14.3%
S	1	14.3%
C	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14890	99.9%
Hangul	10	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3586	24.1%
2	2306	15.5%
3	1669	11.2%
4	1327	8.9%
5	1226	8.2%
6	1077	7.2%
7	1008	6.8%
0	980	6.6%
8	922	6.2%
9	781	5.2%
Other values (8)	8	0.1%

Hangul

Value	Count	Frequency (%)
주	1	10.0%
구	1	10.0%
인	1	10.0%
동	1	10.0%
유	1	10.0%
용	1	10.0%
착	1	10.0%
얼	1	10.0%
캐	1	10.0%
수	1	10.0%

Unnamed: 14
Text

Distinct	109
Distinct (%)	1.2%
Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Length

Max length	12
Median length	1
Mean length	1.1667021
Min length	1

Characters and Unicode

Total characters	10988
Distinct characters	29
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	36 ?
Unique (%)	0.4%

Sample

1st row	물건소지유동인구수
2nd row	THING_POSSES
3rd row	3
4th row	16
5th row	1

Value	Count	Frequency (%)
0	1776	18.9%
1	1441	15.3%
2	1312	13.9%
3	929	9.9%
4	713	7.6%
5	501	5.3%
6	422	4.5%
7	344	3.7%
8	270	2.9%
9	183	1.9%
Other values (99)	1527	16.2%

Most occurring characters

Value	Count	Frequency (%)
1	2684	24.4%
0	2033	18.5%
2	1795	16.3%
3	1228	11.2%
4	891	8.1%
5	681	6.2%
6	527	4.8%
7	465	4.2%
8	392	3.6%
9	271	2.5%
Other values (19)	21	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10967	99.8%
Uppercase Letter	11	0.1%
Other Letter	9	0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2684	24.5%
0	2033	18.5%
2	1795	16.4%
3	1228	11.2%
4	891	8.1%
5	681	6.2%
6	527	4.8%
7	465	4.2%
8	392	3.6%
9	271	2.5%

Uppercase Letter

Value	Count	Frequency (%)
S	3	27.3%
O	1	9.1%
P	1	9.1%
T	1	9.1%
G	1	9.1%
N	1	9.1%
I	1	9.1%
H	1	9.1%
E	1	9.1%

Other Letter

Value	Count	Frequency (%)
유	1	11.1%
수	1	11.1%
구	1	11.1%
인	1	11.1%
동	1	11.1%
지	1	11.1%
소	1	11.1%
건	1	11.1%
물	1	11.1%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10968	99.8%
Latin	11	0.1%
Hangul	9	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2684	24.5%
0	2033	18.5%
2	1795	16.4%
3	1228	11.2%
4	891	8.1%
5	681	6.2%
6	527	4.8%
7	465	4.2%
8	392	3.6%
9	271	2.5%

Latin

Value	Count	Frequency (%)
S	3	27.3%
O	1	9.1%
P	1	9.1%
T	1	9.1%
G	1	9.1%
N	1	9.1%
I	1	9.1%
H	1	9.1%
E	1	9.1%

Hangul

Value	Count	Frequency (%)
유	1	11.1%
수	1	11.1%
구	1	11.1%
인	1	11.1%
동	1	11.1%
지	1	11.1%
소	1	11.1%
건	1	11.1%
물	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10979	99.9%
Hangul	9	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2684	24.4%
0	2033	18.5%
2	1795	16.3%
3	1228	11.2%
4	891	8.1%
5	681	6.2%
6	527	4.8%
7	465	4.2%
8	392	3.6%
9	271	2.5%
Other values (10)	12	0.1%

Hangul

Value	Count	Frequency (%)
유	1	11.1%
수	1	11.1%
구	1	11.1%
인	1	11.1%
동	1	11.1%
지	1	11.1%
소	1	11.1%
건	1	11.1%
물	1	11.1%

Unnamed: 15
Text

Distinct	210
Distinct (%)	2.2%
Missing	1
Missing (%)	< 0.1%
Memory size	73.7 KiB

Length

Max length	11
Median length	2
Mean length	1.5871735
Min length	1

Characters and Unicode

Total characters	14948
Distinct characters	30
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	73 ?
Unique (%)	0.8%

Sample

1st row	빈손통행유동인구수
2nd row	EMTHD_PASNG
3rd row	14
4th row	53
5th row	55

Value	Count	Frequency (%)
5	495	5.3%
2	495	5.3%
4	478	5.1%
3	475	5.0%
6	428	4.5%
7	414	4.4%
8	384	4.1%
9	356	3.8%
10	345	3.7%
1	333	3.5%
Other values (200)	5215	55.4%

Most occurring characters

Value	Count	Frequency (%)
1	3640	24.4%
2	2322	15.5%
3	1675	11.2%
4	1301	8.7%
5	1276	8.5%
0	1068	7.1%
6	1065	7.1%
7	943	6.3%
8	850	5.7%
9	788	5.3%
Other values (20)	20	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14928	99.9%
Uppercase Letter	10	0.1%
Other Letter	9	0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3640	24.4%
2	2322	15.6%
3	1675	11.2%
4	1301	8.7%
5	1276	8.5%
0	1068	7.2%
6	1065	7.1%
7	943	6.3%
8	850	5.7%
9	788	5.3%

Uppercase Letter

Value	Count	Frequency (%)
M	1	10.0%
N	1	10.0%
S	1	10.0%
A	1	10.0%
P	1	10.0%
D	1	10.0%
H	1	10.0%
T	1	10.0%
E	1	10.0%
G	1	10.0%

Other Letter

Value	Count	Frequency (%)
동	1	11.1%
수	1	11.1%
구	1	11.1%
인	1	11.1%
유	1	11.1%
행	1	11.1%
통	1	11.1%
손	1	11.1%
빈	1	11.1%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	14929	99.9%
Latin	10	0.1%
Hangul	9	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3640	24.4%
2	2322	15.6%
3	1675	11.2%
4	1301	8.7%
5	1276	8.5%
0	1068	7.2%
6	1065	7.1%
7	943	6.3%
8	850	5.7%
9	788	5.3%

Latin

Value	Count	Frequency (%)
M	1	10.0%
N	1	10.0%
S	1	10.0%
A	1	10.0%
P	1	10.0%
D	1	10.0%
H	1	10.0%
T	1	10.0%
E	1	10.0%
G	1	10.0%

Hangul

Value	Count	Frequency (%)
동	1	11.1%
수	1	11.1%
구	1	11.1%
인	1	11.1%
유	1	11.1%
행	1	11.1%
통	1	11.1%
손	1	11.1%
빈	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14939	99.9%
Hangul	9	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3640	24.4%
2	2322	15.5%
3	1675	11.2%
4	1301	8.7%
5	1276	8.5%
0	1068	7.1%
6	1065	7.1%
7	943	6.3%
8	850	5.7%
9	788	5.3%
Other values (11)	11	0.1%

Hangul

Value	Count	Frequency (%)
동	1	11.1%
수	1	11.1%
구	1	11.1%
인	1	11.1%
유	1	11.1%
행	1	11.1%
통	1	11.1%
손	1	11.1%
빈	1	11.1%

Unnamed: 16
Text

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	9417
Missing (%)	> 99.9%
Memory size	73.7 KiB

Length

Max length	6
Median length	4.5
Mean length	4.5
Min length	3

Characters and Unicode

Total characters	9
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	2 ?
Unique (%)	100.0%

Sample

1st row	기타특이사항
2nd row	ETC

Value	Count	Frequency (%)
기타특이사항	1	50.0%
etc	1	50.0%

Most occurring characters

Value	Count	Frequency (%)
기	1	11.1%
타	1	11.1%
특	1	11.1%
이	1	11.1%
사	1	11.1%
항	1	11.1%
E	1	11.1%
T	1	11.1%
C	1	11.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6	66.7%
Uppercase Letter	3	33.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	1	16.7%
타	1	16.7%
특	1	16.7%
이	1	16.7%
사	1	16.7%
항	1	16.7%

Uppercase Letter

Value	Count	Frequency (%)
E	1	33.3%
T	1	33.3%
C	1	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6	66.7%
Latin	3	33.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	1	16.7%
타	1	16.7%
특	1	16.7%
이	1	16.7%
사	1	16.7%
항	1	16.7%

Latin

Value	Count	Frequency (%)
E	1	33.3%
T	1	33.3%
C	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6	66.7%
ASCII	3	33.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
기	1	16.7%
타	1	16.7%
특	1	16.7%
이	1	16.7%
사	1	16.7%
항	1	16.7%

ASCII

Value	Count	Frequency (%)
E	1	33.3%
T	1	33.3%
C	1	33.3%

Unnamed: 17
Categorical

HIGH CORRELATION IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.7 KiB

2009	9416
<NA>	1
년도	1
YEAR	1

Length

Max length	4
Median length	4
Mean length	3.9997877
Min length	2

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	년도
3rd row	YEAR
4th row	2009
5th row	2009

Common Values

Value	Count	Frequency (%)
2009	9416	> 99.9%
<NA>	1	< 0.1%
년도	1	< 0.1%
YEAR	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2009	9416	> 99.9%
na	1	< 0.1%
년도	1	< 0.1%
year	1	< 0.1%

Unnamed: 18
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.7 KiB

주중	4710
주말	4706
<NA>	1
주중주말구분	1
EXAMIN_WDAY_WEND	1

Length

Max length	16
Median length	2
Mean length	2.0021234
Min length	2

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	주중주말구분
3rd row	EXAMIN_WDAY_WEND
4th row	주중
5th row	주중

Common Values

Value	Count	Frequency (%)
주중	4710	50.0%
주말	4706	50.0%
<NA>	1	< 0.1%
주중주말구분	1	< 0.1%
EXAMIN_WDAY_WEND	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
주중	4710	50.0%
주말	4706	50.0%
na	1	< 0.1%
주중주말구분	1	< 0.1%
examin_wday_wend	1	< 0.1%

Unnamed: 19
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.7 KiB

오전	4710
오후	4706
<NA>	1
오전오후구분	1
EXAMIN_AM_PM	1

Length

Max length	12
Median length	2
Mean length	2.0016987
Min length	2

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	오전오후구분
3rd row	EXAMIN_AM_PM
4th row	오전
5th row	오전

Common Values

Value	Count	Frequency (%)
오전	4710	50.0%
오후	4706	50.0%
<NA>	1	< 0.1%
오전오후구분	1	< 0.1%
EXAMIN_AM_PM	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
오전	4710	50.0%
오후	4706	50.0%
na	1	< 0.1%
오전오후구분	1	< 0.1%
examin_am_pm	1	< 0.1%

Heatmap
Table

	Unnamed: 2	Unnamed: 3	Unnamed: 8	Unnamed: 10	Unnamed: 11	Unnamed: 16	Unnamed: 17	Unnamed: 18	Unnamed: 19
Unnamed: 2	1.000	1.000	0.811	0.813	0.800	0.000	1.000	1.000	0.946
Unnamed: 3	1.000	1.000	0.962	0.963	0.971	0.000	1.000	1.000	0.982
Unnamed: 8	0.811	0.962	1.000	0.950	0.913	0.000	1.000	0.962	0.964
Unnamed: 10	0.813	0.963	0.950	1.000	0.968	0.000	1.000	0.963	0.963
Unnamed: 11	0.800	0.971	0.913	0.968	1.000	0.000	1.000	0.971	0.971
Unnamed: 16	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000
Unnamed: 17	1.000	1.000	1.000	1.000	1.000	0.000	1.000	1.000	1.000
Unnamed: 18	1.000	1.000	0.962	0.963	0.971	0.000	1.000	1.000	0.982
Unnamed: 19	0.946	0.982	0.964	0.963	0.971	0.000	1.000	0.982	1.000

Heatmap
Table

	Unnamed: 2	Unnamed: 3	Unnamed: 18	Unnamed: 19	Unnamed: 17
Unnamed: 2	1.000	0.999	0.999	0.815	0.999
Unnamed: 3	0.999	1.000	1.000	0.816	1.000
Unnamed: 18	0.999	1.000	1.000	0.816	1.000
Unnamed: 19	0.815	0.816	0.816	1.000	1.000
Unnamed: 17	0.999	1.000	1.000	1.000	1.000

Heatmap
Table

	Unnamed: 2	Unnamed: 3	Unnamed: 17	Unnamed: 18	Unnamed: 19
Unnamed: 2	1.000	0.999	0.999	0.999	0.815
Unnamed: 3	0.999	1.000	1.000	1.000	0.816
Unnamed: 17	0.999	1.000	1.000	1.000	1.000
Unnamed: 18	0.999	1.000	1.000	1.000	0.816
Unnamed: 19	0.815	0.816	1.000	0.816	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.

First rows
Last rows

	유동인구_관찰조사_2009	Unnamed: 1	Unnamed: 2	Unnamed: 3	Unnamed: 4	Unnamed: 5	Unnamed: 6	Unnamed: 7	Unnamed: 8	Unnamed: 9	Unnamed: 10	Unnamed: 11	Unnamed: 12	Unnamed: 13	Unnamed: 14	Unnamed: 15	Unnamed: 16	Unnamed: 17	Unnamed: 18	Unnamed: 19
0	NaN	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	ID관찰조사	조사지점코드	조사일자	조사요일	조사시작시간	조사완료시간	남자유동인구수	여성유동인구수	20세미만유동인구수	20대30대유동인구수	40대50대유동인구수	60대이상유동인구수	정장착용유동인구수	캐주얼착용유동인구수	물건소지유동인구수	빈손통행유동인구수	기타특이사항	년도	주중주말구분	오전오후구분
2	ID_OBSERV_EXAMIN	EXAMIN_SPOT_CD	EXAMIN_DAY	EXAMIN_DATE	EXAMIN_START_TM	EXAMIN_END_TM	MALE	FEMALE	TWYO_BELO	TWNT_THRTS	FRTS_FFTS	SXTS_ABOVE	SUIT_WEAR	CSL_WEAR	THING_POSSES	EMTHD_PASNG	ETC	YEAR	EXAMIN_WDAY_WEND	EXAMIN_AM_PM
3	1432	01-033	1102	월	0850	0915	15	13	0	20	7	0	6	9	3	14	<NA>	2009	주중	오전
4	1432	01-033	1102	월	1230	1255	28	24	1	35	14	3	28	27	16	53	<NA>	2009	주중	오전
5	1434	01-033	1102	월	1830	1855	16	23	0	55	16	4	4	29	1	55	<NA>	2009	주중	오후
6	1434	01-033	1102	월	1900	1925	26	27	0	35	28	0	13	42	0	78	<NA>	2009	주중	오후
7	1436	01-033	1107	토	1045	1110	11	7	0	9	4	2	4	16	3	12	<NA>	2009	주말	오전
8	1436	01-033	1107	토	1230	1255	15	19	0	29	6	2	15	27	11	47	<NA>	2009	주말	오전
9	1438	01-033	1107	토	1720	1745	41	18	3	45	55	4	6	172	2	240	<NA>	2009	주말	오후

	유동인구_관찰조사_2009	Unnamed: 1	Unnamed: 2	Unnamed: 3	Unnamed: 4	Unnamed: 5	Unnamed: 6	Unnamed: 7	Unnamed: 8	Unnamed: 9	Unnamed: 10	Unnamed: 11	Unnamed: 12	Unnamed: 13	Unnamed: 14	Unnamed: 15	Unnamed: 16	Unnamed: 17	Unnamed: 18	Unnamed: 19
9409	316	25-820	0926	토	1402	1427	1	2	0	5	3	2	0	23	0	4	<NA>	2009	주말	오후
9410	316	25-820	0926	토	1702	1727	2	12	0	3	9	1	0	17	2	18	<NA>	2009	주말	오후
9411	318	25-822	0921	월	1040	1105	2	3	0	1	3	0	3	7	1	5	<NA>	2009	주중	오전
9412	318	25-822	0921	월	1310	1335	9	10	2	12	4	2	9	5	2	13	<NA>	2009	주중	오전
9413	1565	25-822	0921	월	1515	1540	2	8	0	7	8	0	5	18	1	14	<NA>	2009	주중	오후
9414	1565	25-822	0921	월	1935	2000	8	9	2	6	4	0	9	5	10	12	<NA>	2009	주중	오후
9415	322	25-822	0926	토	1020	1045	2	4	2	1	3	1	0	7	0	4	<NA>	2009	주말	오전
9416	322	25-822	0926	토	1300	1325	2	3	2	3	1	2	1	6	0	10	<NA>	2009	주말	오전
9417	324	25-822	0926	토	1405	1430	6	11	11	9	9	1	31	7	4	12	<NA>	2009	주말	오후
9418	324	25-822	0926	토	1900	1925	5	4	0	4	9	0	2	21	2	16	<NA>	2009	주말	오후

Overview

Variables

Most occurring characters

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Connector Punctuation

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Most frequent character per script

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Latin

Hangul

Most occurring blocks

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ASCII

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Common Values

Length

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Other Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Other Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Hangul

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common