gimi9 Pandas Profiling

Dataset statistics

Number of variables	28
Number of observations	35
Missing cells	205
Missing cells (%)	20.9%
Duplicate rows	1
Duplicate rows (%)	2.9%
Total size in memory	7.8 KiB
Average record size in memory	228.8 B

Variable types

Unsupported	1
Text	24
DateTime	1
Categorical	2

Dataset

Description	2022-07-08
Author	주민등록인구통계
URL	https://bigdata.gwangju.go.kr/usr/dataSet/getDataDetailView.rd?dataSetUncd=DS000201924

Alerts

`Unnamed: 12` has constant value ""	Constant
Dataset has 1 (2.9%) duplicate rows	Duplicates
`Unnamed: 0` has 35 (100.0%) missing values	Missing
`인구이동보고서(1호)` has 19 (54.3%) missing values	Missing
`Unnamed: 2` has 24 (68.6%) missing values	Missing
`Unnamed: 3` has 23 (65.7%) missing values	Missing
`Unnamed: 4` has 31 (88.6%) missing values	Missing
`Unnamed: 5` has 2 (5.7%) missing values	Missing
`Unnamed: 6` has 2 (5.7%) missing values	Missing
`Unnamed: 7` has 2 (5.7%) missing values	Missing
`Unnamed: 8` has 2 (5.7%) missing values	Missing
`Unnamed: 9` has 2 (5.7%) missing values	Missing
`Unnamed: 10` has 1 (2.9%) missing values	Missing
`Unnamed: 11` has 2 (5.7%) missing values	Missing
`Unnamed: 12` has 34 (97.1%) missing values	Missing
`Unnamed: 13` has 2 (5.7%) missing values	Missing
`Unnamed: 14` has 2 (5.7%) missing values	Missing
`Unnamed: 15` has 2 (5.7%) missing values	Missing
`Unnamed: 16` has 2 (5.7%) missing values	Missing
`Unnamed: 17` has 2 (5.7%) missing values	Missing
`Unnamed: 18` has 2 (5.7%) missing values	Missing
`Unnamed: 19` has 2 (5.7%) missing values	Missing
`Unnamed: 20` has 2 (5.7%) missing values	Missing
`Unnamed: 21` has 2 (5.7%) missing values	Missing
`Unnamed: 22` has 2 (5.7%) missing values	Missing
`Unnamed: 24` has 2 (5.7%) missing values	Missing
`Unnamed: 25` has 2 (5.7%) missing values	Missing
`Unnamed: 27` has 2 (5.7%) missing values	Missing
`Unnamed: 0` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2024-02-10 06:50:26.702493
Analysis finished	2024-02-10 06:50:28.148926
Duration	1.45 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

Unnamed: 0
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	35
Missing (%)	100.0%
Memory size	447.0 B

인구이동보고서(1호)
Text

MISSING

Distinct	16
Distinct (%)	100.0%
Missing	19
Missing (%)	54.3%
Memory size	412.0 B

Length

Max length	12
Median length	10.5
Mean length	7.875
Min length	5

Characters and Unicode

Total characters	126
Distinct characters	43
Distinct categories	6 ?
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	16 ?
Unique (%)	100.0%

Sample

1st row	행정기관 :
2nd row	작성기준 :
3rd row	시, 군, 구(읍면동)
4th row	전월말세대수
5th row	전월말인구수

Value	Count	Frequency (%)
요	2	7.7%
인	2	7.7%
	2	7.7%
금월말거주불명자수	1	3.8%
금월말인구수	1	3.8%
금월말세대수	1	3.8%
거주불명자수증감	1	3.8%
인구수증감	1	3.8%
세대수증감	1	3.8%
소	1	3.8%
Other values (13)	13	50.0%

Most occurring characters

Value	Count	Frequency (%)
	12	9.5%
수	11	8.7%
말	8	6.3%
월	8	6.3%
인	5	4.0%
자	5	4.0%
전	4	3.2%
감	4	3.2%
증	4	3.2%
금	4	3.2%
Other values (33)	61	48.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	104	82.5%
Control	12	9.5%
Space Separator	4	3.2%
Other Punctuation	4	3.2%
Open Punctuation	1	0.8%
Close Punctuation	1	0.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
수	11	10.6%
말	8	7.7%
월	8	7.7%
인	5	4.8%
자	5	4.8%
전	4	3.8%
감	4	3.8%
증	4	3.8%
금	4	3.8%
구	4	3.8%
Other values (27)	47	45.2%

Other Punctuation

Value	Count	Frequency (%)
,	2	50.0%
:	2	50.0%

Control

Value	Count	Frequency (%)
	12	100.0%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	104	82.5%
Common	22	17.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
수	11	10.6%
말	8	7.7%
월	8	7.7%
인	5	4.8%
자	5	4.8%
전	4	3.8%
감	4	3.8%
증	4	3.8%
금	4	3.8%
구	4	3.8%
Other values (27)	47	45.2%

Common

Value	Count	Frequency (%)
	12	54.5%
	4	18.2%
,	2	9.1%
:	2	9.1%
(	1	4.5%
)	1	4.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	104	82.5%
ASCII	22	17.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	12	54.5%
	4	18.2%
,	2	9.1%
:	2	9.1%
(	1	4.5%
)	1	4.5%

Hangul

Value	Count	Frequency (%)
수	11	10.6%
말	8	7.7%
월	8	7.7%
인	5	4.8%
자	5	4.8%
전	4	3.8%
감	4	3.8%
증	4	3.8%
금	4	3.8%
구	4	3.8%
Other values (27)	47	45.2%

Unnamed: 2
Text

MISSING

Distinct	9
Distinct (%)	81.8%
Missing	24
Missing (%)	68.6%
Memory size	412.0 B

Length

Max length	4
Median length	2
Mean length	2.3636364
Min length	2

Characters and Unicode

Total characters	26
Distinct characters	17
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	7 ?
Unique (%)	63.6%

Sample

1st row	전 입
2nd row	복귀
3rd row	출생
4th row	등록
5th row	국외

Value	Count	Frequency (%)
국외	2	15.4%
기타	2	15.4%
전	2	15.4%
입	1	7.7%
복귀	1	7.7%
출생	1	7.7%
등록	1	7.7%
출	1	7.7%
사망	1	7.7%
말소	1	7.7%

Most occurring characters

Value	Count	Frequency (%)
	4	15.4%
국	2	7.7%
기	2	7.7%
타	2	7.7%
전	2	7.7%
외	2	7.7%
출	2	7.7%
록	1	3.8%
말	1	3.8%
망	1	3.8%
Other values (7)	7	26.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22	84.6%
Control	4	15.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
국	2	9.1%
기	2	9.1%
타	2	9.1%
전	2	9.1%
외	2	9.1%
출	2	9.1%
록	1	4.5%
말	1	4.5%
망	1	4.5%
사	1	4.5%
Other values (6)	6	27.3%

Control

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	22	84.6%
Common	4	15.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
국	2	9.1%
기	2	9.1%
타	2	9.1%
전	2	9.1%
외	2	9.1%
출	2	9.1%
록	1	4.5%
말	1	4.5%
망	1	4.5%
사	1	4.5%
Other values (6)	6	27.3%

Common

Value	Count	Frequency (%)
	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	22	84.6%
ASCII	4	15.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4	100.0%

Hangul

Value	Count	Frequency (%)
국	2	9.1%
기	2	9.1%
타	2	9.1%
전	2	9.1%
외	2	9.1%
출	2	9.1%
록	1	4.5%
말	1	4.5%
망	1	4.5%
사	1	4.5%
Other values (6)	6	27.3%

Unnamed: 3
Text

MISSING

Distinct	7
Distinct (%)	58.3%
Missing	23
Missing (%)	65.7%
Memory size	412.0 B

Length

Max length	10
Median length	3
Mean length	3.5
Min length	1

Characters and Unicode

Total characters	42
Distinct characters	20
Distinct categories	4 ?
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 (%)	16.7%

Sample

1st row	광주광역시 광산구
2nd row	2022.06 현재
3rd row	계
4th row	남자
5th row	여자

Value	Count	Frequency (%)
계	2	14.3%
남자	2	14.3%
여자	2	14.3%
시도내	2	14.3%
시도간	2	14.3%
광주광역시	1	7.1%
광산구	1	7.1%
2022.06	1	7.1%
현재	1	7.1%

Most occurring characters

Value	Count	Frequency (%)
시	5	11.9%
자	4	9.5%
도	4	9.5%
광	3	7.1%
	3	7.1%
2	3	7.1%
계	2	4.8%
0	2	4.8%
여	2	4.8%
내	2	4.8%
Other values (10)	12	28.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	32	76.2%
Decimal Number	6	14.3%
Space Separator	3	7.1%
Other Punctuation	1	2.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	5	15.6%
자	4	12.5%
도	4	12.5%
광	3	9.4%
계	2	6.2%
여	2	6.2%
내	2	6.2%
간	2	6.2%
남	2	6.2%
현	1	3.1%
Other values (5)	5	15.6%

Decimal Number

Value	Count	Frequency (%)
2	3	50.0%
0	2	33.3%
6	1	16.7%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	32	76.2%
Common	10	23.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	5	15.6%
자	4	12.5%
도	4	12.5%
광	3	9.4%
계	2	6.2%
여	2	6.2%
내	2	6.2%
간	2	6.2%
남	2	6.2%
현	1	3.1%
Other values (5)	5	15.6%

Common

Value	Count	Frequency (%)
	3	30.0%
2	3	30.0%
0	2	20.0%
6	1	10.0%
.	1	10.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	32	76.2%
ASCII	10	23.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
시	5	15.6%
자	4	12.5%
도	4	12.5%
광	3	9.4%
계	2	6.2%
여	2	6.2%
내	2	6.2%
간	2	6.2%
남	2	6.2%
현	1	3.1%
Other values (5)	5	15.6%

ASCII

Value	Count	Frequency (%)
	3	30.0%
2	3	30.0%
0	2	20.0%
6	1	10.0%
.	1	10.0%

Unnamed: 4
Text

MISSING

Distinct	2
Distinct (%)	50.0%
Missing	31
Missing (%)	88.6%
Memory size	412.0 B

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	16
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	0 ?
Unique (%)	0.0%

Sample

1st row	시군구내
2nd row	시군구간
3rd row	시군구내
4th row	시군구간

Value	Count	Frequency (%)
시군구내	2	50.0%
시군구간	2	50.0%

Most occurring characters

Value	Count	Frequency (%)
시	4	25.0%
군	4	25.0%
구	4	25.0%
내	2	12.5%
간	2	12.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	4	25.0%
군	4	25.0%
구	4	25.0%
내	2	12.5%
간	2	12.5%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	16	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	4	25.0%
군	4	25.0%
구	4	25.0%
내	2	12.5%
간	2	12.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	16	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
시	4	25.0%
군	4	25.0%
구	4	25.0%
내	2	12.5%
간	2	12.5%

Unnamed: 5
Text

MISSING

Distinct	29
Distinct (%)	87.9%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	7
Median length	5
Mean length	3.8484848
Min length	1

Characters and Unicode

Total characters	127
Distinct characters	15
Distinct categories	5 ?
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	27 ?
Unique (%)	81.8%

Sample

1st row	합 계
2nd row	170,151
3rd row	402,793
4th row	970
5th row	133

Value	Count	Frequency (%)
0	4	11.8%
1,739	2	5.9%
2,175	1	2.9%
957	1	2.9%
402,698	1	2.9%
170,329	1	2.9%
13	1	2.9%
95	1	2.9%
178	1	2.9%
1	1	2.9%
Other values (20)	20	58.8%

Most occurring characters

Value	Count	Frequency (%)
1	27	21.3%
7	17	13.4%
,	16	12.6%
0	15	11.8%
3	11	8.7%
9	8	6.3%
2	8	6.3%
4	6	4.7%
8	6	4.7%
5	4	3.1%
Other values (5)	9	7.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	105	82.7%
Other Punctuation	16	12.6%
Space Separator	2	1.6%
Dash Punctuation	2	1.6%
Other Letter	2	1.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	27	25.7%
7	17	16.2%
0	15	14.3%
3	11	10.5%
9	8	7.6%
2	8	7.6%
4	6	5.7%
8	6	5.7%
5	4	3.8%
6	3	2.9%

Other Letter

Value	Count	Frequency (%)
합	1	50.0%
계	1	50.0%

Other Punctuation

Value	Count	Frequency (%)
,	16	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	125	98.4%
Hangul	2	1.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	27	21.6%
7	17	13.6%
,	16	12.8%
0	15	12.0%
3	11	8.8%
9	8	6.4%
2	8	6.4%
4	6	4.8%
8	6	4.8%
5	4	3.2%
Other values (3)	7	5.6%

Hangul

Value	Count	Frequency (%)
합	1	50.0%
계	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	125	98.4%
Hangul	2	1.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	27	21.6%
7	17	13.6%
,	16	12.8%
0	15	12.0%
3	11	8.8%
9	8	6.4%
2	8	6.4%
4	6	4.8%
8	6	4.8%
5	4	3.2%
Other values (3)	7	5.6%

Hangul

Value	Count	Frequency (%)
합	1	50.0%
계	1	50.0%

Unnamed: 6
Text

MISSING

Distinct	25
Distinct (%)	75.8%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	6
Median length	5
Mean length	2.2121212
Min length	1

Characters and Unicode

Total characters	73
Distinct characters	15
Distinct categories	4 ?
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	22 ?
Unique (%)	66.7%

Sample

1st row	송정1동
2nd row	4,891
3rd row	10,838
4th row	80
5th row	1

Value	Count	Frequency (%)
0	6	18.2%
1	4	12.1%
64	2	6.1%
60	1	3.0%
54	1	3.0%
10,781	1	3.0%
4,869	1	3.0%
57	1	3.0%
22	1	3.0%
6	1	3.0%
Other values (14)	14	42.4%

Most occurring characters

Value	Count	Frequency (%)
1	12	16.4%
0	10	13.7%
8	8	11.0%
2	7	9.6%
6	6	8.2%
4	5	6.8%
3	5	6.8%
,	4	5.5%
9	4	5.5%
7	4	5.5%
Other values (5)	8	11.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	63	86.3%
Other Punctuation	4	5.5%
Dash Punctuation	3	4.1%
Other Letter	3	4.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	12	19.0%
0	10	15.9%
8	8	12.7%
2	7	11.1%
6	6	9.5%
4	5	7.9%
3	5	7.9%
9	4	6.3%
7	4	6.3%
5	2	3.2%

Other Letter

Value	Count	Frequency (%)
송	1	33.3%
정	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	70	95.9%
Hangul	3	4.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	12	17.1%
0	10	14.3%
8	8	11.4%
2	7	10.0%
6	6	8.6%
4	5	7.1%
3	5	7.1%
,	4	5.7%
9	4	5.7%
7	4	5.7%
Other values (2)	5	7.1%

Hangul

Value	Count	Frequency (%)
송	1	33.3%
정	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70	95.9%
Hangul	3	4.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	12	17.1%
0	10	14.3%
8	8	11.4%
2	7	10.0%
6	6	8.6%
4	5	7.1%
3	5	7.1%
,	4	5.7%
9	4	5.7%
7	4	5.7%
Other values (2)	5	7.1%

Hangul

Value	Count	Frequency (%)
송	1	33.3%
정	1	33.3%
동	1	33.3%

Unnamed: 7
Text

MISSING

Distinct	26
Distinct (%)	78.8%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	5
Median length	4
Mean length	2.1515152
Min length	1

Characters and Unicode

Total characters	71
Distinct characters	15
Distinct categories	4 ?
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	24 ?
Unique (%)	72.7%

Sample

1st row	송정2동
2nd row	3,496
3rd row	6,500
4th row	130
5th row	6

Value	Count	Frequency (%)
0	7	21.2%
1	2	6.1%
17	2	6.1%
6	2	6.1%
43	1	3.0%
40	1	3.0%
6,483	1	3.0%
3,497	1	3.0%
4	1	3.0%
29	1	3.0%
Other values (14)	14	42.4%

Most occurring characters

Value	Count	Frequency (%)
3	12	16.9%
0	11	15.5%
1	8	11.3%
6	7	9.9%
4	7	9.9%
2	5	7.0%
,	4	5.6%
9	4	5.6%
7	4	5.6%
8	2	2.8%
Other values (5)	7	9.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	62	87.3%
Other Punctuation	4	5.6%
Other Letter	3	4.2%
Dash Punctuation	2	2.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	12	19.4%
0	11	17.7%
1	8	12.9%
6	7	11.3%
4	7	11.3%
2	5	8.1%
9	4	6.5%
7	4	6.5%
8	2	3.2%
5	2	3.2%

Other Letter

Value	Count	Frequency (%)
송	1	33.3%
정	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	68	95.8%
Hangul	3	4.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	12	17.6%
0	11	16.2%
1	8	11.8%
6	7	10.3%
4	7	10.3%
2	5	7.4%
,	4	5.9%
9	4	5.9%
7	4	5.9%
8	2	2.9%
Other values (2)	4	5.9%

Hangul

Value	Count	Frequency (%)
송	1	33.3%
정	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68	95.8%
Hangul	3	4.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	12	17.6%
0	11	16.2%
1	8	11.8%
6	7	10.3%
4	7	10.3%
2	5	7.4%
,	4	5.9%
9	4	5.9%
7	4	5.9%
8	2	2.9%
Other values (2)	4	5.9%

Hangul

Value	Count	Frequency (%)
송	1	33.3%
정	1	33.3%
동	1	33.3%

Unnamed: 8
Text

MISSING

Distinct	25
Distinct (%)	75.8%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	6
Median length	5
Mean length	2.2424242
Min length	1

Characters and Unicode

Total characters	74
Distinct characters	15
Distinct categories	4 ?
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	22 ?
Unique (%)	66.7%

Sample

1st row	도산동
2nd row	6,686
3rd row	15,137
4th row	36
5th row	4

Value	Count	Frequency (%)
0	7	21.2%
4	2	6.1%
36	2	6.1%
10	1	3.0%
142	1	3.0%
6,680	1	3.0%
17	1	3.0%
6	1	3.0%
11	1	3.0%
49	1	3.0%
Other values (15)	15	45.5%

Most occurring characters

Value	Count	Frequency (%)
6	14	18.9%
1	12	16.2%
0	11	14.9%
4	7	9.5%
3	6	8.1%
,	4	5.4%
5	4	5.4%
2	4	5.4%
8	3	4.1%
7	3	4.1%
Other values (5)	6	8.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	65	87.8%
Other Punctuation	4	5.4%
Other Letter	3	4.1%
Dash Punctuation	2	2.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	14	21.5%
1	12	18.5%
0	11	16.9%
4	7	10.8%
3	6	9.2%
5	4	6.2%
2	4	6.2%
8	3	4.6%
7	3	4.6%
9	1	1.5%

Other Letter

Value	Count	Frequency (%)
도	1	33.3%
산	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	71	95.9%
Hangul	3	4.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	14	19.7%
1	12	16.9%
0	11	15.5%
4	7	9.9%
3	6	8.5%
,	4	5.6%
5	4	5.6%
2	4	5.6%
8	3	4.2%
7	3	4.2%
Other values (2)	3	4.2%

Hangul

Value	Count	Frequency (%)
도	1	33.3%
산	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	71	95.9%
Hangul	3	4.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	14	19.7%
1	12	16.9%
0	11	15.5%
4	7	9.9%
3	6	8.5%
,	4	5.6%
5	4	5.6%
2	4	5.6%
8	3	4.2%
7	3	4.2%
Other values (2)	3	4.2%

Hangul

Value	Count	Frequency (%)
도	1	33.3%
산	1	33.3%
동	1	33.3%

Unnamed: 9
Text

MISSING

Distinct	19
Distinct (%)	57.6%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	5
Median length	3
Mean length	1.969697
Min length	1

Characters and Unicode

Total characters	65
Distinct characters	15
Distinct categories	4 ?
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	11 ?
Unique (%)	33.3%

Sample

1st row	신흥동
2nd row	2,037
3rd row	4,515
4th row	16
5th row	3

Value	Count	Frequency (%)
0	7	21.2%
3	3	9.1%
2,037	2	6.1%
16	2	6.1%
19	2	6.1%
12	2	6.1%
17	2	6.1%
1	2	6.1%
5	1	3.0%
23	1	3.0%
Other values (9)	9	27.3%

Most occurring characters

Value	Count	Frequency (%)
1	14	21.5%
0	11	16.9%
3	7	10.8%
2	7	10.8%
5	5	7.7%
,	4	6.2%
7	4	6.2%
4	3	4.6%
6	2	3.1%
9	2	3.1%
Other values (5)	6	9.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	57	87.7%
Other Punctuation	4	6.2%
Other Letter	3	4.6%
Dash Punctuation	1	1.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	14	24.6%
0	11	19.3%
3	7	12.3%
2	7	12.3%
5	5	8.8%
7	4	7.0%
4	3	5.3%
6	2	3.5%
9	2	3.5%
8	2	3.5%

Other Letter

Value	Count	Frequency (%)
신	1	33.3%
흥	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	62	95.4%
Hangul	3	4.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	14	22.6%
0	11	17.7%
3	7	11.3%
2	7	11.3%
5	5	8.1%
,	4	6.5%
7	4	6.5%
4	3	4.8%
6	2	3.2%
9	2	3.2%
Other values (2)	3	4.8%

Hangul

Value	Count	Frequency (%)
신	1	33.3%
흥	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62	95.4%
Hangul	3	4.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	14	22.6%
0	11	17.7%
3	7	11.3%
2	7	11.3%
5	5	8.1%
,	4	6.5%
7	4	6.5%
4	3	4.8%
6	2	3.2%
9	2	3.2%
Other values (2)	3	4.8%

Hangul

Value	Count	Frequency (%)
신	1	33.3%
흥	1	33.3%
동	1	33.3%

Unnamed: 10
Text

MISSING

Distinct	28
Distinct (%)	82.4%
Missing	1
Missing (%)	2.9%
Memory size	412.0 B

Length

Max length	6
Median length	3
Mean length	2.6764706
Min length	1

Characters and Unicode

Total characters	91
Distinct characters	21
Distinct categories	5 ?
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	26 ?
Unique (%)	76.5%

Sample

1st row	출력일자 :
2nd row	어룡동
3rd row	14,009
4th row	32,778
5th row	68

Value	Count	Frequency (%)
0	6	17.1%
5	2	5.7%
10	2	5.7%
	1	2.9%
출력일자	1	2.9%
321	1	2.9%
32,735	1	2.9%
13,999	1	2.9%
1	1	2.9%
43	1	2.9%
Other values (18)	18	51.4%

Most occurring characters

Value	Count	Frequency (%)
1	18	19.8%
0	11	12.1%
2	8	8.8%
3	8	8.8%
9	7	7.7%
7	7	7.7%
4	5	5.5%
8	4	4.4%
,	4	4.4%
6	4	4.4%
Other values (11)	15	16.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	75	82.4%
Other Letter	7	7.7%
Other Punctuation	5	5.5%
Dash Punctuation	3	3.3%
Space Separator	1	1.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	18	24.0%
0	11	14.7%
2	8	10.7%
3	8	10.7%
9	7	9.3%
7	7	9.3%
4	5	6.7%
8	4	5.3%
6	4	5.3%
5	3	4.0%

Other Letter

Value	Count	Frequency (%)
력	1	14.3%
자	1	14.3%
일	1	14.3%
어	1	14.3%
출	1	14.3%
룡	1	14.3%
동	1	14.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	80.0%
:	1	20.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	84	92.3%
Hangul	7	7.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	18	21.4%
0	11	13.1%
2	8	9.5%
3	8	9.5%
9	7	8.3%
7	7	8.3%
4	5	6.0%
8	4	4.8%
,	4	4.8%
6	4	4.8%
Other values (4)	8	9.5%

Hangul

Value	Count	Frequency (%)
력	1	14.3%
자	1	14.3%
일	1	14.3%
어	1	14.3%
출	1	14.3%
룡	1	14.3%
동	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	84	92.3%
Hangul	7	7.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	18	21.4%
0	11	13.1%
2	8	9.5%
3	8	9.5%
9	7	8.3%
7	7	8.3%
4	5	6.0%
8	4	4.8%
,	4	4.8%
6	4	4.8%
Other values (4)	8	9.5%

Hangul

Value	Count	Frequency (%)
력	1	14.3%
자	1	14.3%
일	1	14.3%
어	1	14.3%
출	1	14.3%
룡	1	14.3%
동	1	14.3%

Unnamed: 11
Text

MISSING

Distinct	25
Distinct (%)	75.8%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	6
Median length	3
Mean length	2.5454545
Min length	1

Characters and Unicode

Total characters	84
Distinct characters	15
Distinct categories	4 ?
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	20 ?
Unique (%)	60.6%

Sample

1st row	우산동
2nd row	15,083
3rd row	29,692
4th row	78
5th row	6

Value	Count	Frequency (%)
0	5	15.2%
8	2	6.1%
81	2	6.1%
1	2	6.1%
6	2	6.1%
24	1	3.0%
341	1	3.0%
29,684	1	3.0%
15,075	1	3.0%
2	1	3.0%
Other values (15)	15	45.5%

Most occurring characters

Value	Count	Frequency (%)
1	17	20.2%
0	10	11.9%
8	9	10.7%
6	8	9.5%
2	7	8.3%
7	6	7.1%
3	5	6.0%
9	5	6.0%
5	4	4.8%
,	4	4.8%
Other values (5)	9	10.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74	88.1%
Other Punctuation	4	4.8%
Dash Punctuation	3	3.6%
Other Letter	3	3.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	17	23.0%
0	10	13.5%
8	9	12.2%
6	8	10.8%
2	7	9.5%
7	6	8.1%
3	5	6.8%
9	5	6.8%
5	4	5.4%
4	3	4.1%

Other Letter

Value	Count	Frequency (%)
우	1	33.3%
산	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	81	96.4%
Hangul	3	3.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	17	21.0%
0	10	12.3%
8	9	11.1%
6	8	9.9%
2	7	8.6%
7	6	7.4%
3	5	6.2%
9	5	6.2%
5	4	4.9%
,	4	4.9%
Other values (2)	6	7.4%

Hangul

Value	Count	Frequency (%)
우	1	33.3%
산	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	81	96.4%
Hangul	3	3.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	17	21.0%
0	10	12.3%
8	9	11.1%
6	8	9.9%
2	7	8.6%
7	6	7.4%
3	5	6.2%
9	5	6.2%
5	4	4.9%
,	4	4.9%
Other values (2)	6	7.4%

Hangul

Value	Count	Frequency (%)
우	1	33.3%
산	1	33.3%
동	1	33.3%

Unnamed: 12
Date

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	34
Missing (%)	97.1%
Memory size	412.0 B

Minimum	2022-07-01 00:00:00
Maximum	2022-07-01 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Unnamed: 13
Text

MISSING

Distinct	23
Distinct (%)	69.7%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	6
Median length	5
Mean length	2.2121212
Min length	1

Characters and Unicode

Total characters	73
Distinct characters	15
Distinct categories	4 ?
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	19 ?
Unique (%)	57.6%

Sample

1st row	월곡1동
2nd row	4,897
3rd row	10,675
4th row	45
5th row	5

Value	Count	Frequency (%)
0	7	21.2%
45	3	9.1%
5	2	6.1%
6	2	6.1%
104	1	3.0%
10,675	1	3.0%
78	1	3.0%
4,889	1	3.0%
69	1	3.0%
8	1	3.0%
Other values (13)	13	39.4%

Most occurring characters

Value	Count	Frequency (%)
0	11	15.1%
1	9	12.3%
4	8	11.0%
5	7	9.6%
6	7	9.6%
8	6	8.2%
9	5	6.8%
7	5	6.8%
2	4	5.5%
,	4	5.5%
Other values (5)	7	9.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	64	87.7%
Other Punctuation	4	5.5%
Other Letter	3	4.1%
Dash Punctuation	2	2.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	11	17.2%
1	9	14.1%
4	8	12.5%
5	7	10.9%
6	7	10.9%
8	6	9.4%
9	5	7.8%
7	5	7.8%
2	4	6.2%
3	2	3.1%

Other Letter

Value	Count	Frequency (%)
월	1	33.3%
곡	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	70	95.9%
Hangul	3	4.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	11	15.7%
1	9	12.9%
4	8	11.4%
5	7	10.0%
6	7	10.0%
8	6	8.6%
9	5	7.1%
7	5	7.1%
2	4	5.7%
,	4	5.7%
Other values (2)	4	5.7%

Hangul

Value	Count	Frequency (%)
월	1	33.3%
곡	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70	95.9%
Hangul	3	4.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	11	15.7%
1	9	12.9%
4	8	11.4%
5	7	10.0%
6	7	10.0%
8	6	8.6%
9	5	7.1%
7	5	7.1%
2	4	5.7%
,	4	5.7%
Other values (2)	4	5.7%

Hangul

Value	Count	Frequency (%)
월	1	33.3%
곡	1	33.3%
동	1	33.3%

Unnamed: 14
Text

MISSING

Distinct	28
Distinct (%)	84.8%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	6
Median length	5
Mean length	2.3030303
Min length	1

Characters and Unicode

Total characters	76
Distinct characters	14
Distinct categories	4 ?
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	26 ?
Unique (%)	78.8%

Sample

1st row	월곡2동
2nd row	6,585
3rd row	15,378
4th row	37
5th row	7

Value	Count	Frequency (%)
0	5	15.2%
1	2	6.1%
7	2	6.1%
86	1	3.0%
87	1	3.0%
15,313	1	3.0%
6,558	1	3.0%
65	1	3.0%
27	1	3.0%
2	1	3.0%
Other values (17)	17	51.5%

Most occurring characters

Value	Count	Frequency (%)
5	11	14.5%
0	9	11.8%
1	8	10.5%
3	8	10.5%
6	8	10.5%
7	7	9.2%
8	6	7.9%
2	6	7.9%
,	4	5.3%
4	3	3.9%
Other values (4)	6	7.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	66	86.8%
Other Punctuation	4	5.3%
Dash Punctuation	3	3.9%
Other Letter	3	3.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	11	16.7%
0	9	13.6%
1	8	12.1%
3	8	12.1%
6	8	12.1%
7	7	10.6%
8	6	9.1%
2	6	9.1%
4	3	4.5%

Other Letter

Value	Count	Frequency (%)
월	1	33.3%
곡	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	73	96.1%
Hangul	3	3.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	11	15.1%
0	9	12.3%
1	8	11.0%
3	8	11.0%
6	8	11.0%
7	7	9.6%
8	6	8.2%
2	6	8.2%
,	4	5.5%
4	3	4.1%

Hangul

Value	Count	Frequency (%)
월	1	33.3%
곡	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73	96.1%
Hangul	3	3.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	11	15.1%
0	9	12.3%
1	8	11.0%
3	8	11.0%
6	8	11.0%
7	7	9.6%
8	6	8.2%
2	6	8.2%
,	4	5.5%
4	3	4.1%

Hangul

Value	Count	Frequency (%)
월	1	33.3%
곡	1	33.3%
동	1	33.3%

Unnamed: 15
Text

MISSING

Distinct	24
Distinct (%)	72.7%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	5
Median length	3
Mean length	2.0909091
Min length	1

Characters and Unicode

Total characters	69
Distinct characters	14
Distinct categories	4 ?
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	21 ?
Unique (%)	63.6%

Sample

1st row	비아동
2nd row	3,541
3rd row	7,600
4th row	27
5th row	5

Value	Count	Frequency (%)
0	8	24.2%
27	2	6.1%
6	2	6.1%
5	2	6.1%
52	1	3.0%
7,600	1	3.0%
67	1	3.0%
3,535	1	3.0%
3	1	3.0%
36	1	3.0%
Other values (13)	13	39.4%

Most occurring characters

Value	Count	Frequency (%)
0	11	15.9%
3	11	15.9%
5	10	14.5%
7	7	10.1%
6	7	10.1%
2	6	8.7%
1	5	7.2%
,	4	5.8%
4	2	2.9%
-	2	2.9%
Other values (4)	4	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	60	87.0%
Other Punctuation	4	5.8%
Other Letter	3	4.3%
Dash Punctuation	2	2.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	11	18.3%
3	11	18.3%
5	10	16.7%
7	7	11.7%
6	7	11.7%
2	6	10.0%
1	5	8.3%
4	2	3.3%
9	1	1.7%

Other Letter

Value	Count	Frequency (%)
비	1	33.3%
아	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	66	95.7%
Hangul	3	4.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	11	16.7%
3	11	16.7%
5	10	15.2%
7	7	10.6%
6	7	10.6%
2	6	9.1%
1	5	7.6%
,	4	6.1%
4	2	3.0%
-	2	3.0%

Hangul

Value	Count	Frequency (%)
비	1	33.3%
아	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	66	95.7%
Hangul	3	4.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	11	16.7%
3	11	16.7%
5	10	15.2%
7	7	10.6%
6	7	10.6%
2	6	9.1%
1	5	7.6%
,	4	6.1%
4	2	3.0%
-	2	3.0%

Hangul

Value	Count	Frequency (%)
비	1	33.3%
아	1	33.3%
동	1	33.3%

Unnamed: 16
Text

MISSING

Distinct	26
Distinct (%)	78.8%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	6
Median length	4
Mean length	2.5151515
Min length	1

Characters and Unicode

Total characters	83
Distinct characters	15
Distinct categories	4 ?
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	23 ?
Unique (%)	69.7%

Sample

1st row	첨단1동
2nd row	10,563
3rd row	27,369
4th row	27
5th row	13

Value	Count	Frequency (%)
0	6	18.2%
143	2	6.1%
1	2	6.1%
13	2	6.1%
82	1	3.0%
286	1	3.0%
27,310	1	3.0%
10,561	1	3.0%
59	1	3.0%
2	1	3.0%
Other values (15)	15	45.5%

Most occurring characters

Value	Count	Frequency (%)
1	17	20.5%
0	9	10.8%
3	8	9.6%
6	8	9.6%
2	8	9.6%
7	7	8.4%
8	5	6.0%
,	4	4.8%
5	4	4.8%
9	4	4.8%
Other values (5)	9	10.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	73	88.0%
Other Punctuation	4	4.8%
Dash Punctuation	3	3.6%
Other Letter	3	3.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	17	23.3%
0	9	12.3%
3	8	11.0%
6	8	11.0%
2	8	11.0%
7	7	9.6%
8	5	6.8%
5	4	5.5%
9	4	5.5%
4	3	4.1%

Other Letter

Value	Count	Frequency (%)
첨	1	33.3%
단	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	80	96.4%
Hangul	3	3.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	17	21.2%
0	9	11.2%
3	8	10.0%
6	8	10.0%
2	8	10.0%
7	7	8.8%
8	5	6.2%
,	4	5.0%
5	4	5.0%
9	4	5.0%
Other values (2)	6	7.5%

Hangul

Value	Count	Frequency (%)
첨	1	33.3%
단	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	80	96.4%
Hangul	3	3.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	17	21.2%
0	9	11.2%
3	8	10.0%
6	8	10.0%
2	8	10.0%
7	7	8.8%
8	5	6.2%
,	4	5.0%
5	4	5.0%
9	4	5.0%
Other values (2)	6	7.5%

Hangul

Value	Count	Frequency (%)
첨	1	33.3%
단	1	33.3%
동	1	33.3%

Unnamed: 17
Text

MISSING

Distinct	27
Distinct (%)	81.8%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	6
Median length	4
Mean length	2.6666667
Min length	1

Characters and Unicode

Total characters	88
Distinct characters	15
Distinct categories	4 ?
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	25 ?
Unique (%)	75.8%

Sample

1st row	첨단2동
2nd row	18,665
3rd row	43,126
4th row	80
5th row	24

Value	Count	Frequency (%)
0	6	18.2%
80	2	6.1%
24	2	6.1%
260	1	3.0%
476	1	3.0%
43,046	1	3.0%
18,670	1	3.0%
4	1	3.0%
5	1	3.0%
8	1	3.0%
Other values (16)	16	48.5%

Most occurring characters

Value	Count	Frequency (%)
1	15	17.0%
0	14	15.9%
6	11	12.5%
2	9	10.2%
4	9	10.2%
8	8	9.1%
,	4	4.5%
5	4	4.5%
3	4	4.5%
7	4	4.5%
Other values (5)	6	6.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79	89.8%
Other Punctuation	4	4.5%
Other Letter	3	3.4%
Dash Punctuation	2	2.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	15	19.0%
0	14	17.7%
6	11	13.9%
2	9	11.4%
4	9	11.4%
8	8	10.1%
5	4	5.1%
3	4	5.1%
7	4	5.1%
9	1	1.3%

Other Letter

Value	Count	Frequency (%)
첨	1	33.3%
단	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	85	96.6%
Hangul	3	3.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	15	17.6%
0	14	16.5%
6	11	12.9%
2	9	10.6%
4	9	10.6%
8	8	9.4%
,	4	4.7%
5	4	4.7%
3	4	4.7%
7	4	4.7%
Other values (2)	3	3.5%

Hangul

Value	Count	Frequency (%)
첨	1	33.3%
단	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	85	96.6%
Hangul	3	3.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	15	17.6%
0	14	16.5%
6	11	12.9%
2	9	10.6%
4	9	10.6%
8	8	9.4%
,	4	4.7%
5	4	4.7%
3	4	4.7%
7	4	4.7%
Other values (2)	3	3.5%

Hangul

Value	Count	Frequency (%)
첨	1	33.3%
단	1	33.3%
동	1	33.3%

Unnamed: 18
Text

MISSING

Distinct	26
Distinct (%)	78.8%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	6
Median length	5
Mean length	2.3636364
Min length	1

Characters and Unicode

Total characters	78
Distinct characters	15
Distinct categories	4 ?
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	24 ?
Unique (%)	72.7%

Sample

1st row	신가동
2nd row	7,138
3rd row	18,693
4th row	42
5th row	6

Value	Count	Frequency (%)
0	6	18.2%
6	3	9.1%
2	2	6.1%
95	1	3.0%
89	1	3.0%
19,182	1	3.0%
7,316	1	3.0%
489	1	3.0%
178	1	3.0%
65	1	3.0%
Other values (15)	15	45.5%

Most occurring characters

Value	Count	Frequency (%)
6	10	12.8%
1	10	12.8%
8	9	11.5%
0	7	9.0%
3	7	9.0%
2	7	9.0%
9	6	7.7%
7	5	6.4%
5	5	6.4%
4	4	5.1%
Other values (5)	8	10.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	70	89.7%
Other Punctuation	4	5.1%
Other Letter	3	3.8%
Dash Punctuation	1	1.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	10	14.3%
1	10	14.3%
8	9	12.9%
0	7	10.0%
3	7	10.0%
2	7	10.0%
9	6	8.6%
7	5	7.1%
5	5	7.1%
4	4	5.7%

Other Letter

Value	Count	Frequency (%)
신	1	33.3%
가	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	75	96.2%
Hangul	3	3.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	10	13.3%
1	10	13.3%
8	9	12.0%
0	7	9.3%
3	7	9.3%
2	7	9.3%
9	6	8.0%
7	5	6.7%
5	5	6.7%
4	4	5.3%
Other values (2)	5	6.7%

Hangul

Value	Count	Frequency (%)
신	1	33.3%
가	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	75	96.2%
Hangul	3	3.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	10	13.3%
1	10	13.3%
8	9	12.0%
0	7	9.3%
3	7	9.3%
2	7	9.3%
9	6	8.0%
7	5	6.7%
5	5	6.7%
4	4	5.3%
Other values (2)	5	6.7%

Hangul

Value	Count	Frequency (%)
신	1	33.3%
가	1	33.3%
동	1	33.3%

Unnamed: 19
Text

MISSING

Distinct	24
Distinct (%)	72.7%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	6
Median length	4
Mean length	2.4848485
Min length	1

Characters and Unicode

Total characters	82
Distinct characters	15
Distinct categories	4 ?
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	21 ?
Unique (%)	63.6%

Sample

1st row	운남동
2nd row	12,306
3rd row	30,548
4th row	31
5th row	10

Value	Count	Frequency (%)
0	7	21.2%
10	3	9.1%
31	2	6.1%
135	1	3.0%
30,548	1	3.0%
146	1	3.0%
12,298	1	3.0%
114	1	3.0%
8	1	3.0%
1	1	3.0%
Other values (14)	14	42.4%

Most occurring characters

Value	Count	Frequency (%)
1	16	19.5%
0	14	17.1%
3	10	12.2%
8	7	8.5%
9	6	7.3%
4	6	7.3%
2	5	6.1%
5	4	4.9%
,	4	4.9%
6	3	3.7%
Other values (5)	7	8.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	73	89.0%
Other Punctuation	4	4.9%
Other Letter	3	3.7%
Dash Punctuation	2	2.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	16	21.9%
0	14	19.2%
3	10	13.7%
8	7	9.6%
9	6	8.2%
4	6	8.2%
2	5	6.8%
5	4	5.5%
6	3	4.1%
7	2	2.7%

Other Letter

Value	Count	Frequency (%)
운	1	33.3%
남	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	79	96.3%
Hangul	3	3.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	16	20.3%
0	14	17.7%
3	10	12.7%
8	7	8.9%
9	6	7.6%
4	6	7.6%
2	5	6.3%
5	4	5.1%
,	4	5.1%
6	3	3.8%
Other values (2)	4	5.1%

Hangul

Value	Count	Frequency (%)
운	1	33.3%
남	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	79	96.3%
Hangul	3	3.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	16	20.3%
0	14	17.7%
3	10	12.7%
8	7	8.9%
9	6	7.6%
4	6	7.6%
2	5	6.3%
5	4	5.1%
,	4	5.1%
6	3	3.8%
Other values (2)	4	5.1%

Hangul

Value	Count	Frequency (%)
운	1	33.3%
남	1	33.3%
동	1	33.3%

Unnamed: 20
Text

MISSING

Distinct	27
Distinct (%)	81.8%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	6
Median length	4
Mean length	2.6969697
Min length	1

Characters and Unicode

Total characters	89
Distinct characters	15
Distinct categories	4 ?
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	24 ?
Unique (%)	72.7%

Sample

1st row	수완동
2nd row	28,312
3rd row	76,755
4th row	78
5th row	15

Value	Count	Frequency (%)
0	5	15.2%
15	2	6.1%
78	2	6.1%
2	1	3.0%
336	1	3.0%
28,280	1	3.0%
189	1	3.0%
32	1	3.0%
1	1	3.0%
3	1	3.0%
Other values (17)	17	51.5%

Most occurring characters

Value	Count	Frequency (%)
2	15	16.9%
6	11	12.4%
1	10	11.2%
7	9	10.1%
0	8	9.0%
8	8	9.0%
3	7	7.9%
5	6	6.7%
,	4	4.5%
4	4	4.5%
Other values (5)	7	7.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	80	89.9%
Other Punctuation	4	4.5%
Other Letter	3	3.4%
Dash Punctuation	2	2.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	15	18.8%
6	11	13.8%
1	10	12.5%
7	9	11.2%
0	8	10.0%
8	8	10.0%
3	7	8.8%
5	6	7.5%
4	4	5.0%
9	2	2.5%

Other Letter

Value	Count	Frequency (%)
수	1	33.3%
완	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	86	96.6%
Hangul	3	3.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	15	17.4%
6	11	12.8%
1	10	11.6%
7	9	10.5%
0	8	9.3%
8	8	9.3%
3	7	8.1%
5	6	7.0%
,	4	4.7%
4	4	4.7%
Other values (2)	4	4.7%

Hangul

Value	Count	Frequency (%)
수	1	33.3%
완	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	86	96.6%
Hangul	3	3.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	15	17.4%
6	11	12.8%
1	10	11.6%
7	9	10.5%
0	8	9.3%
8	8	9.3%
3	7	8.1%
5	6	7.0%
,	4	4.7%
4	4	4.7%
Other values (2)	4	4.7%

Hangul

Value	Count	Frequency (%)
수	1	33.3%
완	1	33.3%
동	1	33.3%

Unnamed: 21
Text

MISSING

Distinct	26
Distinct (%)	78.8%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	6
Median length	3
Mean length	2.4848485
Min length	1

Characters and Unicode

Total characters	82
Distinct characters	15
Distinct categories	4 ?
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	23 ?
Unique (%)	69.7%

Sample

1st row	하남동
2nd row	10,659
3rd row	26,316
4th row	39
5th row	7

Value	Count	Frequency (%)
0	6	18.2%
160	2	6.1%
7	2	6.1%
2	2	6.1%
147	1	3.0%
291	1	3.0%
26,328	1	3.0%
10,682	1	3.0%
12	1	3.0%
23	1	3.0%
Other values (15)	15	45.5%

Most occurring characters

Value	Count	Frequency (%)
1	15	18.3%
6	13	15.9%
0	11	13.4%
2	11	13.4%
3	7	8.5%
8	5	6.1%
7	4	4.9%
,	4	4.9%
9	4	4.9%
4	3	3.7%
Other values (5)	5	6.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74	90.2%
Other Punctuation	4	4.9%
Other Letter	3	3.7%
Dash Punctuation	1	1.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	15	20.3%
6	13	17.6%
0	11	14.9%
2	11	14.9%
3	7	9.5%
8	5	6.8%
7	4	5.4%
9	4	5.4%
4	3	4.1%
5	1	1.4%

Other Letter

Value	Count	Frequency (%)
하	1	33.3%
남	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	79	96.3%
Hangul	3	3.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	15	19.0%
6	13	16.5%
0	11	13.9%
2	11	13.9%
3	7	8.9%
8	5	6.3%
7	4	5.1%
,	4	5.1%
9	4	5.1%
4	3	3.8%
Other values (2)	2	2.5%

Hangul

Value	Count	Frequency (%)
하	1	33.3%
남	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	79	96.3%
Hangul	3	3.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	15	19.0%
6	13	16.5%
0	11	13.9%
2	11	13.9%
3	7	8.9%
8	5	6.3%
7	4	5.1%
,	4	5.1%
9	4	5.1%
4	3	3.8%
Other values (2)	2	2.5%

Hangul

Value	Count	Frequency (%)
하	1	33.3%
남	1	33.3%
동	1	33.3%

Unnamed: 22
Text

MISSING

Distinct	18
Distinct (%)	54.5%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	5
Median length	1
Mean length	1.8787879
Min length	1

Characters and Unicode

Total characters	62
Distinct characters	14
Distinct categories	4 ?
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	11 ?
Unique (%)	33.3%

Sample

1st row	임곡동
2nd row	1,271
3rd row	2,107
4th row	35
5th row	1

Value	Count	Frequency (%)
0	9	27.3%
1	4	12.1%
10	3	9.1%
5	2	6.1%
4	2	6.1%
35	2	6.1%
11	1	3.0%
21	1	3.0%
임곡동	1	3.0%
7	1	3.0%
Other values (7)	7	21.2%

Most occurring characters

Value	Count	Frequency (%)
1	17	27.4%
0	15	24.2%
2	5	8.1%
5	4	6.5%
,	4	6.5%
7	4	6.5%
4	3	4.8%
3	3	4.8%
-	2	3.2%
9	1	1.6%
Other values (4)	4	6.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	53	85.5%
Other Punctuation	4	6.5%
Other Letter	3	4.8%
Dash Punctuation	2	3.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	17	32.1%
0	15	28.3%
2	5	9.4%
5	4	7.5%
7	4	7.5%
4	3	5.7%
3	3	5.7%
9	1	1.9%
6	1	1.9%

Other Letter

Value	Count	Frequency (%)
임	1	33.3%
곡	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	59	95.2%
Hangul	3	4.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	17	28.8%
0	15	25.4%
2	5	8.5%
5	4	6.8%
,	4	6.8%
7	4	6.8%
4	3	5.1%
3	3	5.1%
-	2	3.4%
9	1	1.7%

Hangul

Value	Count	Frequency (%)
임	1	33.3%
곡	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	59	95.2%
Hangul	3	4.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	17	28.8%
0	15	25.4%
2	5	8.5%
5	4	6.8%
,	4	6.8%
7	4	6.8%
4	3	5.1%
3	3	5.1%
-	2	3.4%
9	1	1.7%

Hangul

Value	Count	Frequency (%)
임	1	33.3%
곡	1	33.3%
동	1	33.3%

Unnamed: 23
Categorical

Distinct	17
Distinct (%)	48.6%
Missing	0
Missing (%)	0.0%
Memory size	412.0 B

0	8
4	4
1	4
3	2
6	2
Other values (12)	15

Length

Max length	5
Median length	1
Mean length	1.8
Min length	1

Unique

Unique	9 ?
Unique (%)	25.7%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	동곡동
4th row	1,047
5th row	1,841

Common Values

Value	Count	Frequency (%)
0	8	22.9%
4	4	11.4%
1	4	11.4%
3	2	5.7%
6	2	5.7%
2	2	5.7%
<NA>	2	5.7%
20	2	5.7%
1,047	1	2.9%
1,046	1	2.9%
Other values (7)	7	20.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	8	22.9%
1	5	14.3%
4	4	11.4%
2	3	8.6%
3	2	5.7%
6	2	5.7%
na	2	5.7%
20	2	5.7%
1,047	1	2.9%
1,046	1	2.9%
Other values (5)	5	14.3%

Unnamed: 24
Text

MISSING

Distinct	20
Distinct (%)	60.6%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	5
Median length	3
Mean length	2.1212121
Min length	1

Characters and Unicode

Total characters	70
Distinct characters	13
Distinct categories	3 ?
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	16 ?
Unique (%)	48.5%

Sample

1st row	평동
2nd row	2,569
3rd row	4,124
4th row	13
5th row	2

Value	Count	Frequency (%)
0	9	27.3%
13	4	12.1%
2	2	6.1%
12	2	6.1%
34	1	3.0%
2,662	1	3.0%
195	1	3.0%
93	1	3.0%
4	1	3.0%
26	1	3.0%
Other values (10)	10	30.3%

Most occurring characters

Value	Count	Frequency (%)
1	13	18.6%
2	12	17.1%
0	9	12.9%
3	9	12.9%
4	6	8.6%
6	5	7.1%
9	5	7.1%
,	4	5.7%
5	2	2.9%
8	2	2.9%
Other values (3)	3	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	64	91.4%
Other Punctuation	4	5.7%
Other Letter	2	2.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	13	20.3%
2	12	18.8%
0	9	14.1%
3	9	14.1%
4	6	9.4%
6	5	7.8%
9	5	7.8%
5	2	3.1%
8	2	3.1%
7	1	1.6%

Other Letter

Value	Count	Frequency (%)
평	1	50.0%
동	1	50.0%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	68	97.1%
Hangul	2	2.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	13	19.1%
2	12	17.6%
0	9	13.2%
3	9	13.2%
4	6	8.8%
6	5	7.4%
9	5	7.4%
,	4	5.9%
5	2	2.9%
8	2	2.9%

Hangul

Value	Count	Frequency (%)
평	1	50.0%
동	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68	97.1%
Hangul	2	2.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	13	19.1%
2	12	17.6%
0	9	13.2%
3	9	13.2%
4	6	8.8%
6	5	7.4%
9	5	7.4%
,	4	5.9%
5	2	2.9%
8	2	2.9%

Hangul

Value	Count	Frequency (%)
평	1	50.0%
동	1	50.0%

Unnamed: 25
Text

MISSING

Distinct	19
Distinct (%)	57.6%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	5
Median length	1
Mean length	1.8181818
Min length	1

Characters and Unicode

Total characters	60
Distinct characters	15
Distinct categories	4 ?
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	13 ?
Unique (%)	39.4%

Sample

1st row	삼도동
2nd row	1,325
3rd row	2,191
4th row	9
5th row	0

Value	Count	Frequency (%)
0	9	27.3%
4	3	9.1%
8	2	6.1%
11	2	6.1%
10	2	6.1%
9	2	6.1%
1	2	6.1%
삼도동	1	3.0%
31	1	3.0%
19	1	3.0%
Other values (8)	8	24.2%

Most occurring characters

Value	Count	Frequency (%)
1	16	26.7%
0	12	20.0%
2	7	11.7%
9	5	8.3%
,	4	6.7%
4	3	5.0%
3	3	5.0%
8	2	3.3%
5	2	3.3%
7	1	1.7%
Other values (5)	5	8.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	52	86.7%
Other Punctuation	4	6.7%
Other Letter	3	5.0%
Dash Punctuation	1	1.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	16	30.8%
0	12	23.1%
2	7	13.5%
9	5	9.6%
4	3	5.8%
3	3	5.8%
8	2	3.8%
5	2	3.8%
7	1	1.9%
6	1	1.9%

Other Letter

Value	Count	Frequency (%)
삼	1	33.3%
도	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	57	95.0%
Hangul	3	5.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	16	28.1%
0	12	21.1%
2	7	12.3%
9	5	8.8%
,	4	7.0%
4	3	5.3%
3	3	5.3%
8	2	3.5%
5	2	3.5%
7	1	1.8%
Other values (2)	2	3.5%

Hangul

Value	Count	Frequency (%)
삼	1	33.3%
도	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	57	95.0%
Hangul	3	5.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	16	28.1%
0	12	21.1%
2	7	12.3%
9	5	8.8%
,	4	7.0%
4	3	5.3%
3	3	5.3%
8	2	3.5%
5	2	3.5%
7	1	1.8%
Other values (2)	2	3.5%

Hangul

Value	Count	Frequency (%)
삼	1	33.3%
도	1	33.3%
동	1	33.3%

Unnamed: 26
Categorical

Distinct	17
Distinct (%)	48.6%
Missing	0
Missing (%)	0.0%
Memory size	412.0 B

0	11
4	5
5	4
<NA>	2
9	1
Other values (12)	12

Length

Max length	5
Median length	1
Mean length	1.8
Min length	1

Unique

Unique	13 ?
Unique (%)	37.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	본량동
4th row	1,211
5th row	1,980

Common Values

Value	Count	Frequency (%)
0	11	31.4%
4	5	14.3%
5	4	11.4%
<NA>	2	5.7%
9	1	2.9%
1,210	1	2.9%
-5	1	2.9%
-1	1	2.9%
3	1	2.9%
6	1	2.9%
Other values (7)	7	20.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	11	31.4%
4	5	14.3%
5	5	14.3%
na	2	5.7%
9	1	2.9%
1,210	1	2.9%
1	1	2.9%
3	1	2.9%
6	1	2.9%
본량동	1	2.9%
Other values (6)	6	17.1%

Unnamed: 27
Text

MISSING

Distinct	25
Distinct (%)	75.8%
Missing	2
Missing (%)	5.7%
Memory size	412.0 B

Length

Max length	6
Median length	3
Mean length	2.4848485
Min length	1

Characters and Unicode

Total characters	82
Distinct characters	15
Distinct categories	4 ?
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	22 ?
Unique (%)	66.7%

Sample

1st row	신창동
2nd row	13,860
3rd row	34,630
4th row	74
5th row	9

Value	Count	Frequency (%)
0	7	21.2%
6	2	6.1%
9	2	6.1%
19	1	3.0%
390	1	3.0%
34,562	1	3.0%
13,866	1	3.0%
2	1	3.0%
68	1	3.0%
113	1	3.0%
Other values (15)	15	45.5%

Most occurring characters

Value	Count	Frequency (%)
1	14	17.1%
0	11	13.4%
6	11	13.4%
9	9	11.0%
3	8	9.8%
4	6	7.3%
8	5	6.1%
,	4	4.9%
2	4	4.9%
7	3	3.7%
Other values (5)	7	8.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74	90.2%
Other Punctuation	4	4.9%
Other Letter	3	3.7%
Dash Punctuation	1	1.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	14	18.9%
0	11	14.9%
6	11	14.9%
9	9	12.2%
3	8	10.8%
4	6	8.1%
8	5	6.8%
2	4	5.4%
7	3	4.1%
5	3	4.1%

Other Letter

Value	Count	Frequency (%)
신	1	33.3%
창	1	33.3%
동	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	79	96.3%
Hangul	3	3.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	14	17.7%
0	11	13.9%
6	11	13.9%
9	9	11.4%
3	8	10.1%
4	6	7.6%
8	5	6.3%
,	4	5.1%
2	4	5.1%
7	3	3.8%
Other values (2)	4	5.1%

Hangul

Value	Count	Frequency (%)
신	1	33.3%
창	1	33.3%
동	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	79	96.3%
Hangul	3	3.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	14	17.7%
0	11	13.9%
6	11	13.9%
9	9	11.4%
3	8	10.1%
4	6	7.6%
8	5	6.3%
,	4	5.1%
2	4	5.1%
7	3	3.8%
Other values (2)	4	5.1%

Hangul

Value	Count	Frequency (%)
신	1	33.3%
창	1	33.3%
동	1	33.3%

First rows
Last rows

	Unnamed: 0	인구이동보고서(1호)	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	Unnamed: 20	Unnamed: 21	Unnamed: 22	Unnamed: 23	Unnamed: 24	Unnamed: 25	Unnamed: 26	Unnamed: 27
0	<NA>	행정기관 :	<NA>	광주광역시 광산구	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	출력일자 :	<NA>	2022.07.01	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	<NA>	작성기준 :	<NA>	2022.06 현재	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	<NA>	시, 군, 구(읍면동)	<NA>	<NA>	<NA>	합 계	송정1동	송정2동	도산동	신흥동	어룡동	우산동	<NA>	월곡1동	월곡2동	비아동	첨단1동	첨단2동	신가동	운남동	수완동	하남동	임곡동	동곡동	평동	삼도동	본량동	신창동
3	<NA>	전월말세대수	<NA>	<NA>	<NA>	170,151	4,891	3,496	6,686	2,037	14,009	15,083	<NA>	4,897	6,585	3,541	10,563	18,665	7,138	12,306	28,312	10,659	1,271	1,047	2,569	1,325	1,211	13,860
4	<NA>	전월말인구수	<NA>	<NA>	<NA>	402,793	10,838	6,500	15,137	4,515	32,778	29,692	<NA>	10,675	15,378	7,600	27,369	43,126	18,693	30,548	76,755	26,316	2,107	1,841	4,124	2,191	1,980	34,630
5	<NA>	전월말거주불명자수	<NA>	<NA>	<NA>	970	80	130	36	16	68	78	<NA>	45	37	27	27	80	42	31	78	39	35	20	13	9	5	74
6	<NA>	전월말재외국민등록자수	<NA>	<NA>	<NA>	133	1	6	4	3	5	6	<NA>	5	7	5	13	24	6	10	15	7	1	4	2	0	0	9
7	<NA>	증 가 요 인	전 입	계	<NA>	4,037	64	67	125	35	268	328	<NA>	79	106	124	219	385	668	189	467	296	21	7	237	31	12	309
8	<NA>	<NA>	<NA>	남자	<NA>	2,167	38	32	62	19	146	168	<NA>	45	60	73	131	201	356	86	245	160	10	4	141	19	7	164
9	<NA>	<NA>	<NA>	여자	<NA>	1,870	26	35	63	16	122	160	<NA>	34	46	51	88	184	312	103	222	136	11	3	96	12	5	145

	Unnamed: 0	인구이동보고서(1호)	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	Unnamed: 20	Unnamed: 21	Unnamed: 22	Unnamed: 23	Unnamed: 24	Unnamed: 25	Unnamed: 26	Unnamed: 27
25	<NA>	<NA>	말소	<NA>	<NA>	7	0	0	0	0	0	1	<NA>	0	2	0	0	0	0	1	3	0	0	0	0	0	0	0
26	<NA>	<NA>	국외	<NA>	<NA>	0	0	0	0	0	0	0	<NA>	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
27	<NA>	<NA>	기타	<NA>	<NA>	1	0	0	0	0	0	0	<NA>	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
28	<NA>	세대수증감	<NA>	<NA>	<NA>	178	-22	1	-6	0	-10	-8	<NA>	-8	-27	-6	-2	5	178	-8	-32	23	-1	-1	93	4	-1	6
29	<NA>	인구수증감	<NA>	<NA>	<NA>	-95	-57	-17	-17	-5	-43	-8	<NA>	-69	-65	-3	-59	-80	489	-114	-189	12	-1	-2	195	11	-5	-68
30	<NA>	거주불명자수증감	<NA>	<NA>	<NA>	-13	-1	-1	0	1	-1	-2	<NA>	0	-1	0	-1	-4	-2	0	0	-2	0	0	0	-1	0	2
31	<NA>	금월말세대수	<NA>	<NA>	<NA>	170,329	4,869	3,497	6,680	2,037	13,999	15,075	<NA>	4,889	6,558	3,535	10,561	18,670	7,316	12,298	28,280	10,682	1,270	1,046	2,662	1,329	1,210	13,866
32	<NA>	금월말인구수	<NA>	<NA>	<NA>	402,698	10,781	6,483	15,120	4,510	32,735	29,684	<NA>	10,606	15,313	7,597	27,310	43,046	19,182	30,434	76,566	26,328	2,106	1,839	4,319	2,202	1,975	34,562
33	<NA>	금월말거주불명자수	<NA>	<NA>	<NA>	957	79	129	36	17	67	76	<NA>	45	36	27	26	76	40	31	78	37	35	20	13	8	5	76
34	<NA>	금월말재외국민등록자수	<NA>	<NA>	<NA>	134	1	6	4	3	5	6	<NA>	6	7	5	13	24	6	10	15	7	1	4	2	0	0	9

Most frequently occurring

	인구이동보고서(1호)	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	Unnamed: 20	Unnamed: 21	Unnamed: 22	Unnamed: 23	Unnamed: 24	Unnamed: 25	Unnamed: 26	Unnamed: 27	# duplicates
0	<NA>	국외	<NA>	<NA>	0	0	0	0	0	0	0	<NA>	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Punctuation

Control

Space Separator

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Control

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Most occurring scripts

Most frequent character per script

Hangul

Most occurring blocks

Most frequent character per block

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

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

Other Punctuation

Dash Punctuation