gimi9 Pandas Profiling

Dataset statistics

Number of variables	37
Number of observations	9853
Missing cells	21988
Missing cells (%)	6.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.8 MiB
Average record size in memory	296.0 B

Variable types

Text	11
Categorical	26

Dataset

Description	파일 다운로드
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-21707/F/1/datasetView.do

Alerts

`Unnamed: 9` is highly imbalanced (84.1%)	Imbalance
`Unnamed: 10` is highly imbalanced (56.8%)	Imbalance
`Unnamed: 11` is highly imbalanced (83.0%)	Imbalance
`Unnamed: 13` is highly imbalanced (52.3%)	Imbalance
`Unnamed: 14` is highly imbalanced (64.8%)	Imbalance
`Unnamed: 16` is highly imbalanced (73.2%)	Imbalance
`Unnamed: 17` is highly imbalanced (66.2%)	Imbalance
`Unnamed: 19` is highly imbalanced (84.1%)	Imbalance
`Unnamed: 20` is highly imbalanced (56.9%)	Imbalance
`Unnamed: 22` is highly imbalanced (91.4%)	Imbalance
`Unnamed: 23` is highly imbalanced (84.6%)	Imbalance
`Unnamed: 24` is highly imbalanced (81.3%)	Imbalance
`Unnamed: 25` is highly imbalanced (84.4%)	Imbalance
`Unnamed: 26` is highly imbalanced (69.6%)	Imbalance
`Unnamed: 27` is highly imbalanced (76.3%)	Imbalance
`Unnamed: 28` is highly imbalanced (62.2%)	Imbalance
`Unnamed: 30` is highly imbalanced (55.7%)	Imbalance
`Unnamed: 31` is highly imbalanced (60.7%)	Imbalance
`Unnamed: 35` is highly imbalanced (99.8%)	Imbalance
`Unnamed: 36` is highly imbalanced (99.8%)	Imbalance
`Unnamed: 6` has 2154 (21.9%) missing values	Missing
`Unnamed: 15` has 9851 (> 99.9%) missing values	Missing
`Unnamed: 18` has 9851 (> 99.9%) missing values	Missing

Reproduction

Analysis started	2023-12-11 06:16:28.051521
Analysis finished	2023-12-11 06:16:31.119027
Duration	3.07 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

유동인구_조사지점정보_2009
Text

Distinct	9852
Distinct (%)	100.0%
Missing	1
Missing (%)	< 0.1%
Memory size	77.1 KiB

Length

Max length	14
Median length	6
Mean length	6.3819529
Min length	6

Characters and Unicode

Total characters	62875
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	9852 ?
Unique (%)	100.0%

Sample

1st row	조사지점코드
2nd row	EXAMIN_SPOT_CD
3rd row	01-001
4th row	01-002
5th row	01-003

Value	Count	Frequency (%)
01-006	1	< 0.1%
19-084	1	< 0.1%
19-096	1	< 0.1%
19-069	1	< 0.1%
19-076	1	< 0.1%
19-077	1	< 0.1%
19-078	1	< 0.1%
19-079	1	< 0.1%
19-080	1	< 0.1%
19-087	1	< 0.1%
Other values (9842)	9842	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	10964	17.4%
-	9850	15.7%
1	9838	15.6%
2	9578	15.2%
3	5509	8.8%
4	3924	6.2%
5	2981	4.7%
8	2703	4.3%
6	2602	4.1%
9	2462	3.9%
Other values (20)	2464	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	53005	84.3%
Dash Punctuation	9850	15.7%
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 (%)
T	1	8.3%
D	1	8.3%
C	1	8.3%
O	1	8.3%
P	1	8.3%
S	1	8.3%
N	1	8.3%
I	1	8.3%
M	1	8.3%
A	1	8.3%
Other values (2)	2	16.7%

Decimal Number

Value	Count	Frequency (%)
0	10964	20.7%
1	9838	18.6%
2	9578	18.1%
3	5509	10.4%
4	3924	7.4%
5	2981	5.6%
8	2703	5.1%
6	2602	4.9%
9	2462	4.6%
7	2444	4.6%

Other Letter

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

Dash Punctuation

Value	Count	Frequency (%)
-	9850	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	62857	> 99.9%
Latin	12	< 0.1%
Hangul	6	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10964	17.4%
-	9850	15.7%
1	9838	15.7%
2	9578	15.2%
3	5509	8.8%
4	3924	6.2%
5	2981	4.7%
8	2703	4.3%
6	2602	4.1%
9	2462	3.9%
Other values (2)	2446	3.9%

Latin

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

Hangul

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

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62869	> 99.9%
Hangul	6	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10964	17.4%
-	9850	15.7%
1	9838	15.6%
2	9578	15.2%
3	5509	8.8%
4	3924	6.2%
5	2981	4.7%
8	2703	4.3%
6	2602	4.1%
9	2462	3.9%
Other values (14)	2458	3.9%

Hangul

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

Unnamed: 1
Text

Distinct	9518
Distinct (%)	96.6%
Missing	1
Missing (%)	< 0.1%
Memory size	77.1 KiB

Length

Max length	47
Median length	31
Mean length	10.689809
Min length	2

Characters and Unicode

Total characters	105316
Distinct characters	974
Distinct categories	16 ?
Distinct scripts	4 ?
Distinct blocks	7 ?

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

Unique

Unique	9304 ?
Unique (%)	94.4%

Sample

1st row	조사지점명
2nd row	EXAMIN_SPOT_NM
3rd row	평창치안센터(파출소)
4th row	말리브
5th row	신흥모피명품전문크리닝 주변

Value	Count	Frequency (%)
주변	8851	33.6%
앞	467	1.8%
주택	292	1.1%
입구	137	0.5%
맞은편	131	0.5%
옆	114	0.4%
아파트	105	0.4%
주차장	105	0.4%
빌라	99	0.4%
건너편	94	0.4%
Other values (10860)	15912	60.5%

Most occurring characters

Value	Count	Frequency (%)
	16455	15.6%
주	9965	9.5%
변	8878	8.4%
동	1915	1.8%
빌	1403	1.3%
1	1151	1.1%
아	952	0.9%
트	931	0.9%
대	878	0.8%
딩	820	0.8%
Other values (964)	61968	58.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	77991	74.1%
Space Separator	16457	15.6%
Decimal Number	5116	4.9%
Uppercase Letter	2371	2.3%
Lowercase Letter	1682	1.6%
Dash Punctuation	590	0.6%
Close Punctuation	474	0.5%
Open Punctuation	473	0.4%
Other Punctuation	132	0.1%
Modifier Symbol	11	< 0.1%
Other values (6)	19	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	9965	12.8%
변	8878	11.4%
동	1915	2.5%
빌	1403	1.8%
아	952	1.2%
트	931	1.2%
대	878	1.1%
딩	820	1.1%
지	812	1.0%
원	768	1.0%
Other values (875)	50669	65.0%

Uppercase Letter

Value	Count	Frequency (%)
S	250	10.5%
T	189	8.0%
A	175	7.4%
K	164	6.9%
C	158	6.7%
O	131	5.5%
G	131	5.5%
E	125	5.3%
I	111	4.7%
B	109	4.6%
Other values (16)	828	34.9%

Lowercase Letter

Value	Count	Frequency (%)
e	191	11.4%
a	153	9.1%
o	150	8.9%
i	121	7.2%
t	115	6.8%
l	114	6.8%
r	113	6.7%
n	98	5.8%
s	90	5.4%
m	83	4.9%
Other values (16)	454	27.0%

Decimal Number

Value	Count	Frequency (%)
1	1151	22.5%
2	789	15.4%
3	641	12.5%
0	590	11.5%
5	434	8.5%
4	388	7.6%
6	332	6.5%
7	297	5.8%
9	252	4.9%
8	242	4.7%

Other Punctuation

Value	Count	Frequency (%)
,	69	52.3%
&	39	29.5%
/	10	7.6%
@	5	3.8%
?	4	3.0%
"	2	1.5%
*	1	0.8%
·	1	0.8%
:	1	0.8%

Math Symbol

Value	Count	Frequency (%)
\|	2	40.0%
+	1	20.0%
=	1	20.0%
~	1	20.0%

Letter Number

Value	Count	Frequency (%)
Ⅲ	2	40.0%
Ⅱ	2	40.0%
Ⅵ	1	20.0%

Space Separator

Value	Count	Frequency (%)
	16455	> 99.9%
	2	< 0.1%

Modifier Symbol

Value	Count	Frequency (%)
`	7	63.6%
^	4	36.4%

Dash Punctuation

Value	Count	Frequency (%)
-	590	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	474	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	473	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	2	100.0%

Initial Punctuation

Value	Count	Frequency (%)
“	2	100.0%

Final Punctuation

Value	Count	Frequency (%)
”	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	77954	74.0%
Common	23265	22.1%
Latin	4058	3.9%
Han	39	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	9965	12.8%
변	8878	11.4%
동	1915	2.5%
빌	1403	1.8%
아	952	1.2%
트	931	1.2%
대	878	1.1%
딩	820	1.1%
지	812	1.0%
원	768	1.0%
Other values (840)	50632	65.0%

Latin

Value	Count	Frequency (%)
S	250	6.2%
e	191	4.7%
T	189	4.7%
A	175	4.3%
K	164	4.0%
C	158	3.9%
a	153	3.8%
o	150	3.7%
O	131	3.2%
G	131	3.2%
Other values (45)	2366	58.3%

Han

Value	Count	Frequency (%)
前	3	7.7%
家	2	5.1%
礎	1	2.6%
文	1	2.6%
定	1	2.6%
宇	1	2.6%
原	1	2.6%
林	1	2.6%
味	1	2.6%
江	1	2.6%
Other values (26)	26	66.7%

Common

Value	Count	Frequency (%)
	16455	70.7%
1	1151	4.9%
2	789	3.4%
3	641	2.8%
-	590	2.5%
0	590	2.5%
)	474	2.0%
(	473	2.0%
5	434	1.9%
4	388	1.7%
Other values (23)	1280	5.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	77952	74.0%
ASCII	27311	25.9%
CJK	38	< 0.1%
None	5	< 0.1%
Number Forms	5	< 0.1%
Punctuation	4	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	16455	60.3%
1	1151	4.2%
2	789	2.9%
3	641	2.3%
-	590	2.2%
0	590	2.2%
)	474	1.7%
(	473	1.7%
5	434	1.6%
4	388	1.4%
Other values (71)	5326	19.5%

Hangul

Value	Count	Frequency (%)
주	9965	12.8%
변	8878	11.4%
동	1915	2.5%
빌	1403	1.8%
아	952	1.2%
트	931	1.2%
대	878	1.1%
딩	820	1.1%
지	812	1.0%
원	768	1.0%
Other values (839)	50630	65.0%

CJK

Value	Count	Frequency (%)
前	3	7.9%
家	2	5.3%
礎	1	2.6%
文	1	2.6%
定	1	2.6%
宇	1	2.6%
原	1	2.6%
林	1	2.6%
味	1	2.6%
江	1	2.6%
Other values (25)	25	65.8%

None

Value	Count	Frequency (%)
㈜	2	40.0%
	2	40.0%
·	1	20.0%

Number Forms

Value	Count	Frequency (%)
Ⅲ	2	40.0%
Ⅱ	2	40.0%
Ⅵ	1	20.0%

Punctuation

Value	Count	Frequency (%)
“	2	50.0%
”	2	50.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
李	1	100.0%

Unnamed: 2
Categorical

Distinct	28
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

11230	665
11220	621
11110	607
11190	583
11240	554
Other values (23)	6823

Length

Max length	5
Median length	5
Mean length	4.9924896
Min length	3

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	구코드
3rd row	GU_CD
4th row	11010
5th row	11010

Common Values

Value	Count	Frequency (%)
11230	665	6.7%
11220	621	6.3%
11110	607	6.2%
11190	583	5.9%
11240	554	5.6%
11010	507	5.1%
11020	452	4.6%
11140	451	4.6%
11150	401	4.1%
11170	399	4.0%
Other values (18)	4613	46.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
11230	665	6.7%
11220	621	6.3%
11110	607	6.2%
11190	583	5.9%
11240	554	5.6%
11010	507	5.1%
11020	452	4.6%
11140	451	4.6%
11150	401	4.1%
11170	399	4.0%
Other values (18)	4613	46.8%

Unnamed: 3
Text

Distinct	413
Distinct (%)	4.2%
Missing	72
Missing (%)	0.7%
Memory size	77.1 KiB

Length

Max length	7
Median length	7
Mean length	6.999591
Min length	3

Characters and Unicode

Total characters	68463
Distinct characters	19
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	14 ?
Unique (%)	0.1%

Sample

1st row	동코드
2nd row	DONG_CD
3rd row	1101056
4th row	1101056
5th row	1101055

Value	Count	Frequency (%)
1101061	173	1.8%
1106081	120	1.2%
1119054	118	1.2%
1123064	117	1.2%
1111079	116	1.2%
1115072	99	1.0%
1102055	96	1.0%
1122055	88	0.9%
1102052	88	0.9%
1122053	87	0.9%
Other values (403)	8679	88.7%

Most occurring characters

Value	Count	Frequency (%)
1	26085	38.1%
0	14178	20.7%
5	5554	8.1%
2	5465	8.0%
6	4729	6.9%
7	4098	6.0%
4	2479	3.6%
3	2431	3.6%
8	1751	2.6%
9	1683	2.5%
Other values (9)	10	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68453	> 99.9%
Uppercase Letter	6	< 0.1%
Other Letter	3	< 0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	26085	38.1%
0	14178	20.7%
5	5554	8.1%
2	5465	8.0%
6	4729	6.9%
7	4098	6.0%
4	2479	3.6%
3	2431	3.6%
8	1751	2.6%
9	1683	2.5%

Uppercase Letter

Value	Count	Frequency (%)
D	2	33.3%
O	1	16.7%
N	1	16.7%
G	1	16.7%
C	1	16.7%

Other Letter

Value	Count	Frequency (%)
동	1	33.3%
코	1	33.3%
드	1	33.3%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	68454	> 99.9%
Latin	6	< 0.1%
Hangul	3	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	26085	38.1%
0	14178	20.7%
5	5554	8.1%
2	5465	8.0%
6	4729	6.9%
7	4098	6.0%
4	2479	3.6%
3	2431	3.6%
8	1751	2.6%
9	1683	2.5%

Latin

Value	Count	Frequency (%)
D	2	33.3%
O	1	16.7%
N	1	16.7%
G	1	16.7%
C	1	16.7%

Hangul

Value	Count	Frequency (%)
동	1	33.3%
코	1	33.3%
드	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68460	> 99.9%
Hangul	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	26085	38.1%
0	14178	20.7%
5	5554	8.1%
2	5465	8.0%
6	4729	6.9%
7	4098	6.0%
4	2479	3.6%
3	2431	3.6%
8	1751	2.6%
9	1683	2.5%
Other values (6)	7	< 0.1%

Hangul

Value	Count	Frequency (%)
동	1	33.3%
코	1	33.3%
드	1	33.3%

Unnamed: 4
Text

Distinct	1565
Distinct (%)	16.0%
Missing	54
Missing (%)	0.5%
Memory size	77.1 KiB

Length

Max length	15
Median length	3
Mean length	2.7793652
Min length	1

Characters and Unicode

Total characters	27235
Distinct characters	91
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	509 ?
Unique (%)	5.2%

Sample

1st row	주번지
2nd row	BUNJI
3rd row	229
4th row	110
5th row	127

Value	Count	Frequency (%)
1	110	1.1%
0	55	0.6%
5	53	0.5%
50	50	0.5%
없음	49	0.5%
35	49	0.5%
45	47	0.5%
10	46	0.5%
17	45	0.5%
18	43	0.4%
Other values (1560)	9258	94.4%

Most occurring characters

Value	Count	Frequency (%)
1	4588	16.8%
2	3093	11.4%
3	2965	10.9%
4	2651	9.7%
5	2610	9.6%
6	2458	9.0%
7	2272	8.3%
0	2196	8.1%
9	2031	7.5%
8	1973	7.2%
Other values (81)	398	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26837	98.5%
Other Letter	219	0.8%
Dash Punctuation	162	0.6%
Space Separator	8	< 0.1%
Uppercase Letter	7	< 0.1%
Lowercase Letter	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
음	49	22.4%
없	49	22.4%
산	20	9.1%
공	5	2.3%
지	5	2.3%
옆	3	1.4%
주	3	1.4%
스	3	1.4%
동	3	1.4%
트	3	1.4%
Other values (59)	76	34.7%

Decimal Number

Value	Count	Frequency (%)
1	4588	17.1%
2	3093	11.5%
3	2965	11.0%
4	2651	9.9%
5	2610	9.7%
6	2458	9.2%
7	2272	8.5%
0	2196	8.2%
9	2031	7.6%
8	1973	7.4%

Uppercase Letter

Value	Count	Frequency (%)
X	1	14.3%
K	1	14.3%
B	1	14.3%
U	1	14.3%
N	1	14.3%
J	1	14.3%
I	1	14.3%

Space Separator

Value	Count	Frequency (%)
	7	87.5%
	1	12.5%

Lowercase Letter

Value	Count	Frequency (%)
m	1	50.0%
o	1	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	162	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27007	99.2%
Hangul	219	0.8%
Latin	9	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
음	49	22.4%
없	49	22.4%
산	20	9.1%
공	5	2.3%
지	5	2.3%
옆	3	1.4%
주	3	1.4%
스	3	1.4%
동	3	1.4%
트	3	1.4%
Other values (59)	76	34.7%

Common

Value	Count	Frequency (%)
1	4588	17.0%
2	3093	11.5%
3	2965	11.0%
4	2651	9.8%
5	2610	9.7%
6	2458	9.1%
7	2272	8.4%
0	2196	8.1%
9	2031	7.5%
8	1973	7.3%
Other values (3)	170	0.6%

Latin

Value	Count	Frequency (%)
X	1	11.1%
m	1	11.1%
K	1	11.1%
o	1	11.1%
B	1	11.1%
U	1	11.1%
N	1	11.1%
J	1	11.1%
I	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27015	99.2%
Hangul	218	0.8%
None	1	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4588	17.0%
2	3093	11.4%
3	2965	11.0%
4	2651	9.8%
5	2610	9.7%
6	2458	9.1%
7	2272	8.4%
0	2196	8.1%
9	2031	7.5%
8	1973	7.3%
Other values (11)	178	0.7%

Hangul

Value	Count	Frequency (%)
음	49	22.5%
없	49	22.5%
산	20	9.2%
공	5	2.3%
지	5	2.3%
옆	3	1.4%
주	3	1.4%
스	3	1.4%
동	3	1.4%
트	3	1.4%
Other values (58)	75	34.4%

None

Value	Count	Frequency (%)
	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅁ	1	100.0%

Unnamed: 5
Text

Distinct	362
Distinct (%)	3.7%
Missing	1
Missing (%)	< 0.1%
Memory size	77.1 KiB

Length

Max length	8
Median length	1
Mean length	1.4812221
Min length	1

Characters and Unicode

Total characters	14593
Distinct characters	50
Distinct categories	7 ?
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	부번지
2nd row	BUBUN
3rd row	4
4th row	12
5th row	11

Value	Count	Frequency (%)
0	2211	22.4%
1	930	9.4%
2	495	5.0%
3	394	4.0%
4	372	3.8%
5	346	3.5%
7	268	2.7%
6	263	2.7%
8	217	2.2%
10	209	2.1%
Other values (353)	4148	42.1%

Most occurring characters

Value	Count	Frequency (%)
1	3253	22.3%
0	2851	19.5%
2	1882	12.9%
3	1377	9.4%
4	1170	8.0%
5	1041	7.1%
6	820	5.6%
7	780	5.3%
8	723	5.0%
9	636	4.4%
Other values (40)	60	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14533	99.6%
Other Letter	42	0.3%
Other Punctuation	6	< 0.1%
Uppercase Letter	6	< 0.1%
Dash Punctuation	3	< 0.1%
Math Symbol	2	< 0.1%
Space Separator	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
없	5	11.9%
음	5	11.9%
교	2	4.8%
학	2	4.8%
산	2	4.8%
대	2	4.8%
리	1	2.4%
현	1	2.4%
앞	1	2.4%
우	1	2.4%
Other values (20)	20	47.6%

Decimal Number

Value	Count	Frequency (%)
1	3253	22.4%
0	2851	19.6%
2	1882	12.9%
3	1377	9.5%
4	1170	8.1%
5	1041	7.2%
6	820	5.6%
7	780	5.4%
8	723	5.0%
9	636	4.4%

Uppercase Letter

Value	Count	Frequency (%)
U	2	33.3%
B	2	33.3%
N	1	16.7%
G	1	16.7%

Other Punctuation

Value	Count	Frequency (%)
,	4	66.7%
.	1	16.7%
/	1	16.7%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	14545	99.7%
Hangul	42	0.3%
Latin	6	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
없	5	11.9%
음	5	11.9%
교	2	4.8%
학	2	4.8%
산	2	4.8%
대	2	4.8%
리	1	2.4%
현	1	2.4%
앞	1	2.4%
우	1	2.4%
Other values (20)	20	47.6%

Common

Value	Count	Frequency (%)
1	3253	22.4%
0	2851	19.6%
2	1882	12.9%
3	1377	9.5%
4	1170	8.0%
5	1041	7.2%
6	820	5.6%
7	780	5.4%
8	723	5.0%
9	636	4.4%
Other values (6)	12	0.1%

Latin

Value	Count	Frequency (%)
U	2	33.3%
B	2	33.3%
N	1	16.7%
G	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14551	99.7%
Hangul	42	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3253	22.4%
0	2851	19.6%
2	1882	12.9%
3	1377	9.5%
4	1170	8.0%
5	1041	7.2%
6	820	5.6%
7	780	5.4%
8	723	5.0%
9	636	4.4%
Other values (10)	18	0.1%

Hangul

Value	Count	Frequency (%)
없	5	11.9%
음	5	11.9%
교	2	4.8%
학	2	4.8%
산	2	4.8%
대	2	4.8%
리	1	2.4%
현	1	2.4%
앞	1	2.4%
우	1	2.4%
Other values (20)	20	47.6%

Unnamed: 6
Text

MISSING

Distinct	2369
Distinct (%)	30.8%
Missing	2154
Missing (%)	21.9%
Memory size	77.1 KiB

Length

Max length	22
Median length	21
Mean length	3.9831147
Min length	1

Characters and Unicode

Total characters	30666
Distinct characters	482
Distinct categories	10 ?
Distinct scripts	4 ?
Distinct blocks	4 ?

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

Unique

Unique	1293 ?
Unique (%)	16.8%

Sample

1st row	도로명
2nd row	ROAD_NM
3rd row	세검정길
4th row	세검정길
5th row	세검정길

Value	Count	Frequency (%)
없음	896	10.7%
조사표	66	0.8%
구로동길	54	0.6%
남부순환로	54	0.6%
한천로	52	0.6%
동1로	43	0.5%
조사표에	43	0.5%
망우로	41	0.5%
미기재	40	0.5%
강남대로	38	0.5%
Other values (2390)	7062	84.2%

Most occurring characters

Value	Count	Frequency (%)
길	4483	14.6%
로	2312	7.5%
없	943	3.1%
음	932	3.0%
동	858	2.8%
	691	2.3%
1	555	1.8%
대	402	1.3%
산	353	1.2%
사	332	1.1%
Other values (472)	18805	61.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	28151	91.8%
Decimal Number	1735	5.7%
Space Separator	691	2.3%
Other Punctuation	28	0.1%
Dash Punctuation	17	0.1%
Open Punctuation	16	0.1%
Close Punctuation	16	0.1%
Uppercase Letter	9	< 0.1%
Math Symbol	2	< 0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
길	4483	15.9%
로	2312	8.2%
없	943	3.3%
음	932	3.3%
동	858	3.0%
대	402	1.4%
산	353	1.3%
사	332	1.2%
서	305	1.1%
천	293	1.0%
Other values (443)	16938	60.2%

Decimal Number

Value	Count	Frequency (%)
1	555	32.0%
2	324	18.7%
3	253	14.6%
4	173	10.0%
5	160	9.2%
6	105	6.1%
7	61	3.5%
9	46	2.7%
8	37	2.1%
0	21	1.2%

Uppercase Letter

Value	Count	Frequency (%)
K	1	11.1%
T	1	11.1%
G	1	11.1%
A	1	11.1%
O	1	11.1%
R	1	11.1%
D	1	11.1%
N	1	11.1%
M	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
.	21	75.0%
,	6	21.4%
&	1	3.6%

Math Symbol

Value	Count	Frequency (%)
+	1	50.0%
~	1	50.0%

Space Separator

Value	Count	Frequency (%)
	691	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	17	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	16	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	16	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	28149	91.8%
Common	2506	8.2%
Latin	9	< 0.1%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
길	4483	15.9%
로	2312	8.2%
없	943	3.4%
음	932	3.3%
동	858	3.0%
대	402	1.4%
산	353	1.3%
사	332	1.2%
서	305	1.1%
천	293	1.0%
Other values (442)	16936	60.2%

Common

Value	Count	Frequency (%)
	691	27.6%
1	555	22.1%
2	324	12.9%
3	253	10.1%
4	173	6.9%
5	160	6.4%
6	105	4.2%
7	61	2.4%
9	46	1.8%
8	37	1.5%
Other values (10)	101	4.0%

Latin

Value	Count	Frequency (%)
K	1	11.1%
T	1	11.1%
G	1	11.1%
A	1	11.1%
O	1	11.1%
R	1	11.1%
D	1	11.1%
N	1	11.1%
M	1	11.1%

Han

Value	Count	Frequency (%)
無	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	28146	91.8%
ASCII	2515	8.2%
Compat Jamo	3	< 0.1%
CJK	2	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
길	4483	15.9%
로	2312	8.2%
없	943	3.4%
음	932	3.3%
동	858	3.0%
대	402	1.4%
산	353	1.3%
사	332	1.2%
서	305	1.1%
천	293	1.0%
Other values (440)	16933	60.2%

ASCII

Value	Count	Frequency (%)
	691	27.5%
1	555	22.1%
2	324	12.9%
3	253	10.1%
4	173	6.9%
5	160	6.4%
6	105	4.2%
7	61	2.4%
9	46	1.8%
8	37	1.5%
Other values (19)	110	4.4%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	2	66.7%
ㅁ	1	33.3%

CJK

Value	Count	Frequency (%)
無	2	100.0%

Unnamed: 7
Categorical

Distinct	25
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

3	2264
2	1921
4	1844
5	1318
6	846
Other values (20)	1660

Length

Max length	8
Median length	1
Mean length	1.0229372
Min length	1

Unique

Unique	5 ?
Unique (%)	0.1%

Sample

1st row	<NA>
2nd row	보도너비
3rd row	FTPTH_BT
4th row	3
5th row	4

Common Values

Value	Count	Frequency (%)
3	2264	23.0%
2	1921	19.5%
4	1844	18.7%
5	1318	13.4%
6	846	8.6%
7	514	5.2%
1	505	5.1%
8	313	3.2%
10	113	1.1%
9	112	1.1%
Other values (15)	103	1.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
3	2264	23.0%
2	1921	19.5%
4	1844	18.7%
5	1318	13.4%
6	846	8.6%
7	514	5.2%
1	505	5.1%
8	313	3.2%
10	113	1.1%
9	112	1.1%
Other values (15)	103	1.0%

Unnamed: 8
Categorical

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

1	4490
2	1604
4	1431
6	924
8	417
Other values (13)	987

Length

Max length	6
Median length	1
Mean length	1.01837
Min length	1

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	차선수
3rd row	TFCLNE
4th row	5
5th row	6

Common Values

Value	Count	Frequency (%)
1	4490	45.6%
2	1604	16.3%
4	1431	14.5%
6	924	9.4%
8	417	4.2%
5	287	2.9%
3	250	2.5%
7	219	2.2%
10	114	1.2%
9	57	0.6%
Other values (8)	60	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	4490	45.6%
2	1604	16.3%
4	1431	14.5%
6	924	9.4%
8	417	4.2%
5	287	2.9%
3	250	2.5%
7	219	2.2%
10	114	1.2%
9	57	0.6%
Other values (8)	60	0.6%

Unnamed: 9
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

무	9164
유	686
<NA>	1
버스차로유무	1
BUS_CARTRK_ENNC_SE	1

Length

Max length	18
Median length	1
Mean length	1.0025373
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	버스차로유무
3rd row	BUS_CARTRK_ENNC_SE
4th row	무
5th row	무

Common Values

Value	Count	Frequency (%)
무	9164	93.0%
유	686	7.0%
<NA>	1	< 0.1%
버스차로유무	1	< 0.1%
BUS_CARTRK_ENNC_SE	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
무	9164	93.0%
유	686	7.0%
na	1	< 0.1%
버스차로유무	1	< 0.1%
bus_cartrk_ennc_se	1	< 0.1%

Unnamed: 10
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

유	5153
무	4697
<NA>	1
중앙선여부	1
CTLN_AT_SE	1

Length

Max length	10
Median length	1
Mean length	1.0016239
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	중앙선여부
3rd row	CTLN_AT_SE
4th row	유
5th row	유

Common Values

Value	Count	Frequency (%)
유	5153	52.3%
무	4697	47.7%
<NA>	1	< 0.1%
중앙선여부	1	< 0.1%
CTLN_AT_SE	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
유	5153	52.3%
무	4697	47.7%
na	1	< 0.1%
중앙선여부	1	< 0.1%
ctln_at_se	1	< 0.1%

Unnamed: 11
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

유	9092
무	758
<NA>	1
장애물유무	1
OBSTC_ENNC_SE	1

Length

Max length	13
Median length	1
Mean length	1.0019283
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	장애물유무
3rd row	OBSTC_ENNC_SE
4th row	유
5th row	유

Common Values

Value	Count	Frequency (%)
유	9092	92.3%
무	758	7.7%
<NA>	1	< 0.1%
장애물유무	1	< 0.1%
OBSTC_ENNC_SE	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
유	9092	92.3%
무	758	7.7%
na	1	< 0.1%
장애물유무	1	< 0.1%
obstc_ennc_se	1	< 0.1%

Unnamed: 12
Categorical

Distinct	20
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

기타	2689
가로수	2563
가로등기둥	1658
상가고정장애물 등	874
<NA>	759
Other values (15)	1310

Length

Max length	12
Median length	9
Mean length	3.754491
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	장애물종류
3rd row	OBSTC_KND_CL
4th row	가로등 보호대
5th row	가로수

Common Values

Value	Count	Frequency (%)
기타	2689	27.3%
가로수	2563	26.0%
가로등기둥	1658	16.8%
상가고정장애물 등	874	8.9%
<NA>	759	7.7%
기둥	535	5.4%
신호제어기	158	1.6%
쓰레기통	104	1.1%
가로등 보호대	103	1.0%
도로표지판	97	1.0%
Other values (10)	313	3.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
기타	2689	24.8%
가로수	2563	23.7%
가로등기둥	1658	15.3%
상가고정장애물	874	8.1%
등	874	8.1%
na	759	7.0%
기둥	535	4.9%
신호제어기	158	1.5%
쓰레기통	104	1.0%
가로등	103	1.0%
Other values (12)	513	4.7%

Unnamed: 13
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

보도전용	5396
보도차도겸용	3929
자전거겸용	525
<NA>	1
보행도로구분	1

Length

Max length	12
Median length	4
Mean length	4.8518218
Min length	4

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	보행도로구분
3rd row	WALK_ROAD_SE
4th row	보도전용
5th row	보도전용

Common Values

Value	Count	Frequency (%)
보도전용	5396	54.8%
보도차도겸용	3929	39.9%
자전거겸용	525	5.3%
<NA>	1	< 0.1%
보행도로구분	1	< 0.1%
WALK_ROAD_SE	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
보도전용	5396	54.8%
보도차도겸용	3929	39.9%
자전거겸용	525	5.3%
na	1	< 0.1%
보행도로구분	1	< 0.1%
walk_road_se	1	< 0.1%

Unnamed: 14
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

무	7370
유	2480
<NA>	1
점자블록유무	1
BRLL_BLCK_ENNC_SE	1

Length

Max length	17
Median length	1
Mean length	1.0024358
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	점자블록유무
3rd row	BRLL_BLCK_ENNC_SE
4th row	무
5th row	무

Common Values

Value	Count	Frequency (%)
무	7370	74.8%
유	2480	25.2%
<NA>	1	< 0.1%
점자블록유무	1	< 0.1%
BRLL_BLCK_ENNC_SE	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
무	7370	74.8%
유	2480	25.2%
na	1	< 0.1%
점자블록유무	1	< 0.1%
brll_blck_ennc_se	1	< 0.1%

Unnamed: 15
Text

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	9851
Missing (%)	> 99.9%
Memory size	77.1 KiB

Length

Max length	13
Median length	9
Mean length	9
Min length	5

Characters and Unicode

Total characters	18
Distinct characters	13
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	2 ?
Unique (%)	100.0%

Sample

1st row	경사로유무
2nd row	SLPW__ENNC_SE

Value	Count	Frequency (%)
경사로유무	1	50.0%
slpw__ennc_se	1	50.0%

Most occurring characters

Value	Count	Frequency (%)
_	3	16.7%
S	2	11.1%
E	2	11.1%
N	2	11.1%
경	1	5.6%
사	1	5.6%
로	1	5.6%
유	1	5.6%
무	1	5.6%
L	1	5.6%
Other values (3)	3	16.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	10	55.6%
Other Letter	5	27.8%
Connector Punctuation	3	16.7%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	2	20.0%
E	2	20.0%
N	2	20.0%
L	1	10.0%
P	1	10.0%
W	1	10.0%
C	1	10.0%

Other Letter

Value	Count	Frequency (%)
경	1	20.0%
사	1	20.0%
로	1	20.0%
유	1	20.0%
무	1	20.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10	55.6%
Hangul	5	27.8%
Common	3	16.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	2	20.0%
E	2	20.0%
N	2	20.0%
L	1	10.0%
P	1	10.0%
W	1	10.0%
C	1	10.0%

Hangul

Value	Count	Frequency (%)
경	1	20.0%
사	1	20.0%
로	1	20.0%
유	1	20.0%
무	1	20.0%

Common

Value	Count	Frequency (%)
_	3	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13	72.2%
Hangul	5	27.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
_	3	23.1%
S	2	15.4%
E	2	15.4%
N	2	15.4%
L	1	7.7%
P	1	7.7%
W	1	7.7%
C	1	7.7%

Hangul

Value	Count	Frequency (%)
경	1	20.0%
사	1	20.0%
로	1	20.0%
유	1	20.0%
무	1	20.0%

Unnamed: 16
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

무	8337
유	1513
<NA>	1
펜스유무	1
FENC_ENNC_SE	1

Length

Max length	12
Median length	1
Mean length	1.0017254
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	펜스유무
3rd row	FENC_ENNC_SE
4th row	무
5th row	무

Common Values

Value	Count	Frequency (%)
무	8337	84.6%
유	1513	15.4%
<NA>	1	< 0.1%
펜스유무	1	< 0.1%
FENC_ENNC_SE	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
무	8337	84.6%
유	1513	15.4%
na	1	< 0.1%
펜스유무	1	< 0.1%
fenc_ennc_se	1	< 0.1%

Unnamed: 17
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

무	7566
유	2284
<NA>	1
버스정류장유무	1
BUS_STOPG_IPLA_ENNC_SE	1

Length

Max length	22
Median length	1
Mean length	1.0030448
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	버스정류장유무
3rd row	BUS_STOPG_IPLA_ENNC_SE
4th row	유
5th row	무

Common Values

Value	Count	Frequency (%)
무	7566	76.8%
유	2284	23.2%
<NA>	1	< 0.1%
버스정류장유무	1	< 0.1%
BUS_STOPG_IPLA_ENNC_SE	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
무	7566	76.8%
유	2284	23.2%
na	1	< 0.1%
버스정류장유무	1	< 0.1%
bus_stopg_ipla_ennc_se	1	< 0.1%

Unnamed: 18
Text

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	9851
Missing (%)	> 99.9%
Memory size	77.1 KiB

Length

Max length	17
Median length	11.5
Mean length	11.5
Min length	6

Characters and Unicode

Total characters	23
Distinct characters	15
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	2 ?
Unique (%)	100.0%

Sample

1st row	기타시설유무
2nd row	ETC_FCLTY_ENNC_SE

Value	Count	Frequency (%)
기타시설유무	1	50.0%
etc_fclty_ennc_se	1	50.0%

Most occurring characters

Value	Count	Frequency (%)
E	3	13.0%
C	3	13.0%
_	3	13.0%
T	2	8.7%
N	2	8.7%
기	1	4.3%
타	1	4.3%
시	1	4.3%
설	1	4.3%
유	1	4.3%
Other values (5)	5	21.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	14	60.9%
Other Letter	6	26.1%
Connector Punctuation	3	13.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	3	21.4%
C	3	21.4%
T	2	14.3%
N	2	14.3%
F	1	7.1%
L	1	7.1%
Y	1	7.1%
S	1	7.1%

Other Letter

Value	Count	Frequency (%)
기	1	16.7%
타	1	16.7%
시	1	16.7%
설	1	16.7%
유	1	16.7%
무	1	16.7%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	14	60.9%
Hangul	6	26.1%
Common	3	13.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	3	21.4%
C	3	21.4%
T	2	14.3%
N	2	14.3%
F	1	7.1%
L	1	7.1%
Y	1	7.1%
S	1	7.1%

Hangul

Value	Count	Frequency (%)
기	1	16.7%
타	1	16.7%
시	1	16.7%
설	1	16.7%
유	1	16.7%
무	1	16.7%

Common

Value	Count	Frequency (%)
_	3	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17	73.9%
Hangul	6	26.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	3	17.6%
C	3	17.6%
_	3	17.6%
T	2	11.8%
N	2	11.8%
F	1	5.9%
L	1	5.9%
Y	1	5.9%
S	1	5.9%

Hangul

Value	Count	Frequency (%)
기	1	16.7%
타	1	16.7%
시	1	16.7%
설	1	16.7%
유	1	16.7%
무	1	16.7%

Unnamed: 19
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

무	9164
유	686
<NA>	1
지하철유무	1
SUBWAY_ENNC_SE	1

Length

Max length	14
Median length	1
Mean length	1.0020298
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	지하철유무
3rd row	SUBWAY_ENNC_SE
4th row	무
5th row	무

Common Values

Value	Count	Frequency (%)
무	9164	93.0%
유	686	7.0%
<NA>	1	< 0.1%
지하철유무	1	< 0.1%
SUBWAY_ENNC_SE	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
무	9164	93.0%
유	686	7.0%
na	1	< 0.1%
지하철유무	1	< 0.1%
subway_ennc_se	1	< 0.1%

Unnamed: 20
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

무	5291
유	4559
<NA>	1
횡단보도유무	1
CRSLK_ENNC_SE	1

Length

Max length	13
Median length	1
Mean length	1.0020298
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	횡단보도유무
3rd row	CRSLK_ENNC_SE
4th row	유
5th row	유

Common Values

Value	Count	Frequency (%)
무	5291	53.7%
유	4559	46.3%
<NA>	1	< 0.1%
횡단보도유무	1	< 0.1%
CRSLK_ENNC_SE	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
무	5291	53.7%
유	4559	46.3%
na	1	< 0.1%
횡단보도유무	1	< 0.1%
crslk_ennc_se	1	< 0.1%

Unnamed: 21
Categorical

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

유형3	3459
유형7	2758
유형2	2644
유형4	274
유형9	186
Other values (7)	532

Length

Max length	13
Median length	3
Mean length	3.0012179
Min length	3

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	보도형태
3rd row	FTPTH_STLE_CN
4th row	유형2
5th row	유형2

Common Values

Value	Count	Frequency (%)
유형3	3459	35.1%
유형7	2758	28.0%
유형2	2644	26.8%
유형4	274	2.8%
유형9	186	1.9%
유형1	158	1.6%
유형6	152	1.5%
유형5	123	1.2%
유형8	96	1.0%
<NA>	1	< 0.1%
Other values (2)	2	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
유형3	3459	35.1%
유형7	2758	28.0%
유형2	2644	26.8%
유형4	274	2.8%
유형9	186	1.9%
유형1	158	1.6%
유형6	152	1.5%
유형5	123	1.2%
유형8	96	1.0%
na	1	< 0.1%
Other values (2)	2	< 0.1%

Unnamed: 22
Categorical

IMBALANCE

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

<NA>	9494
역삼1동	104
동대문	47
시청인근	40
이태원	33
Other values (11)	135

Length

Max length	17
Median length	4
Mean length	3.9875165
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	글로벌존지역명
3rd row	GLOBAL_ZN_AREA_NM
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	9494	96.4%
역삼1동	104	1.1%
동대문	47	0.5%
시청인근	40	0.4%
이태원	33	0.3%
서래마을	31	0.3%
명동	21	0.2%
남대문	19	0.2%
이촌	16	0.2%
강남테헤란로	16	0.2%
Other values (6)	32	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9494	96.4%
역삼1동	104	1.1%
동대문	47	0.5%
시청인근	40	0.4%
이태원	33	0.3%
서래마을	31	0.3%
명동	21	0.2%
남대문	19	0.2%
이촌	16	0.2%
강남테헤란로	16	0.2%
Other values (6)	32	0.3%

Unnamed: 23
Categorical

IMBALANCE

Distinct	28
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

<NA>	9080
관악구	76
노원구	72
동대문구	62
구로구	58
Other values (23)	505

Length

Max length	14
Median length	4
Mean length	3.9336243
Min length	3

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	주거지역명
3rd row	RESIDE_AREA_NM
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	9080	92.2%
관악구	76	0.8%
노원구	72	0.7%
동대문구	62	0.6%
구로구	58	0.6%
강북구	57	0.6%
성북구	46	0.5%
송파구	33	0.3%
서대문구	29	0.3%
광진구	29	0.3%
Other values (18)	311	3.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9080	92.2%
관악구	76	0.8%
노원구	72	0.7%
동대문구	62	0.6%
구로구	58	0.6%
강북구	57	0.6%
성북구	46	0.5%
송파구	33	0.3%
서대문구	29	0.3%
광진구	29	0.3%
Other values (18)	311	3.2%

Unnamed: 24
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

<NA>	9119
동북권	264
서북권	233
동남권	155
서남권	80
Other values (2)	2

Length

Max length	14
Median length	4
Mean length	3.9268243
Min length	3

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	지역중심명
3rd row	AREA_CENTER_NM
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	9119	92.6%
동북권	264	2.7%
서북권	233	2.4%
동남권	155	1.6%
서남권	80	0.8%
지역중심명	1	< 0.1%
AREA_CENTER_NM	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9119	92.6%
동북권	264	2.7%
서북권	233	2.4%
동남권	155	1.6%
서남권	80	0.8%
지역중심명	1	< 0.1%
area_center_nm	1	< 0.1%

Unnamed: 25
Categorical

IMBALANCE

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

<NA>	9119
중화역	71
신촌역	63
미아삼거리역	60
길동역	53
Other values (16)	487

Length

Max length	21
Median length	4
Mean length	3.94966
Min length	3

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	지역중심상세명
3rd row	AREA_CENTER_DETAIL_NM
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	9119	92.6%
중화역	71	0.7%
신촌역	63	0.6%
미아삼거리역	60	0.6%
길동역	53	0.5%
마포역	50	0.5%
목동역	49	0.5%
공덕역	47	0.5%
노원역	45	0.5%
사당역	45	0.5%
Other values (11)	251	2.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9119	92.6%
중화역	71	0.7%
신촌역	63	0.6%
미아삼거리역	60	0.6%
길동역	53	0.5%
마포역	50	0.5%
목동역	49	0.5%
공덕역	47	0.5%
노원역	45	0.5%
사당역	45	0.5%
Other values (11)	251	2.5%

Unnamed: 26
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

<NA>	8472
동북권	536
서남권	383
동남권	273
서북권	187
Other values (2)	2

Length

Max length	15
Median length	4
Mean length	3.8612605
Min length	3

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	지구중심명
3rd row	DSTRC_CENTER_NM
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	8472	86.0%
동북권	536	5.4%
서남권	383	3.9%
동남권	273	2.8%
서북권	187	1.9%
지구중심명	1	< 0.1%
DSTRC_CENTER_NM	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8472	86.0%
동북권	536	5.4%
서남권	383	3.9%
동남권	273	2.8%
서북권	187	1.9%
지구중심명	1	< 0.1%
dstrc_center_nm	1	< 0.1%

Unnamed: 27
Categorical

IMBALANCE

Distinct	48
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

<NA>	8472
군자역	61
수유역	59
가락시장역, 문정역	58
건대입구역	58
Other values (43)	1145

Length

Max length	19
Median length	4
Mean length	3.9783822
Min length	3

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	지구중심상세내용
3rd row	DSTRC_CENTER_DETAIL
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	8472	86.0%
군자역	61	0.6%
수유역	59	0.6%
가락시장역, 문정역	58	0.6%
건대입구역	58	0.6%
쌍문역	57	0.6%
돌곶이역	52	0.5%
금호역	44	0.4%
불광역	43	0.4%
응암역	43	0.4%
Other values (38)	906	9.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	8472	85.5%
문정역	87	0.9%
군자역	61	0.6%
수유역	59	0.6%
가락시장역	58	0.6%
건대입구역	58	0.6%
쌍문역	57	0.6%
돌곶이역	52	0.5%
금호역	44	0.4%
불광역	43	0.4%
Other values (38)	920	9.3%

Unnamed: 28
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

<NA>	8036
영동부도심	714
도심	701
용산부도심	400
도심부도심지역명	1

Length

Max length	21
Median length	4
Mean length	3.9729017
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	도심부도심지역명
3rd row	CDCT_SUB_CDCT_AREA_NM
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	8036	81.6%
영동부도심	714	7.2%
도심	701	7.1%
용산부도심	400	4.1%
도심부도심지역명	1	< 0.1%
CDCT_SUB_CDCT_AREA_NM	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8036	81.6%
영동부도심	714	7.2%
도심	701	7.1%
용산부도심	400	4.1%
도심부도심지역명	1	< 0.1%
cdct_sub_cdct_area_nm	1	< 0.1%

Unnamed: 29
Categorical

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

2종주거	3640
3종주거	2722
일반상업	1407
1종주거	714
준공업	532
Other values (8)	838

Length

Max length	8
Median length	4
Mean length	3.8397442
Min length	2

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	용도구분
3rd row	PRPOS_NM
4th row	2종주거
5th row	2종주거

Common Values

Value	Count	Frequency (%)
2종주거	3640	36.9%
3종주거	2722	27.6%
일반상업	1407	14.3%
1종주거	714	7.2%
준공업	532	5.4%
준주거	493	5.0%
녹지	279	2.8%
근린상업	34	0.3%
중심상업	25	0.3%
유통상업	4	< 0.1%
Other values (3)	3	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2종주거	3640	36.9%
3종주거	2722	27.6%
일반상업	1407	14.3%
1종주거	714	7.2%
준공업	532	5.4%
준주거	493	5.0%
녹지	279	2.8%
근린상업	34	0.3%
중심상업	25	0.3%
유통상업	4	< 0.1%
Other values (3)	3	< 0.1%

Unnamed: 30
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

<NA>	7299
다세대다가구	1648
다세대+소규모아파트단지	683
아파트단지밀집	221
거주유형구분	1

Length

Max length	12
Median length	4
Mean length	4.9573734
Min length	4

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	거주유형구분
3rd row	RESIDE_TY_SE
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	7299	74.1%
다세대다가구	1648	16.7%
다세대+소규모아파트단지	683	6.9%
아파트단지밀집	221	2.2%
거주유형구분	1	< 0.1%
RESIDE_TY_SE	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7299	74.1%
다세대다가구	1648	16.7%
다세대+소규모아파트단지	683	6.9%
아파트단지밀집	221	2.2%
거주유형구분	1	< 0.1%
reside_ty_se	1	< 0.1%

Unnamed: 31
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

<NA>	7299
역세권-용도혼합	1947
비역세권-용도순화	408
비역세권-용도혼합	152
역세권-용도순화	45
Other values (2)	2

Length

Max length	9
Median length	4
Mean length	5.0934741
Min length	4

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	입지유형명
3rd row	LCT_TY_NM
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	7299	74.1%
역세권-용도혼합	1947	19.8%
비역세권-용도순화	408	4.1%
비역세권-용도혼합	152	1.5%
역세권-용도순화	45	0.5%
입지유형명	1	< 0.1%
LCT_TY_NM	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7299	74.1%
역세권-용도혼합	1947	19.8%
비역세권-용도순화	408	4.1%
비역세권-용도혼합	152	1.5%
역세권-용도순화	45	0.5%
입지유형명	1	< 0.1%
lct_ty_nm	1	< 0.1%

Unnamed: 32
Text

Distinct	9850
Distinct (%)	> 99.9%
Missing	1
Missing (%)	< 0.1%
Memory size	77.1 KiB

Length

Max length	12
Median length	12
Mean length	11.889464
Min length	3

Characters and Unicode

Total characters	117135
Distinct characters	19
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	9848 ?
Unique (%)	> 99.9%

Sample

1st row	X좌표
2nd row	XCRD_LC
3rd row	197049.74567
4th row	196222.46838
5th row	196423.97707

Value	Count	Frequency (%)
193903.8765	2	< 0.1%
193396.32944	2	< 0.1%
200024.37781	1	< 0.1%
191798.50159	1	< 0.1%
190374.64255	1	< 0.1%
191616.94487	1	< 0.1%
190692.98599	1	< 0.1%
190724.05827	1	< 0.1%
194291.82629	1	< 0.1%
194066.32319	1	< 0.1%
Other values (9840)	9840	99.9%

Most occurring characters

Value	Count	Frequency (%)
2	14307	12.2%
1	14254	12.2%
0	12429	10.6%
9	12037	10.3%
8	9887	8.4%
.	9850	8.4%
6	9183	7.8%
3	9128	7.8%
5	8761	7.5%
7	8754	7.5%
Other values (9)	8545	7.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	107275	91.6%
Other Punctuation	9850	8.4%
Uppercase Letter	7	< 0.1%
Other Letter	2	< 0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	14307	13.3%
1	14254	13.3%
0	12429	11.6%
9	12037	11.2%
8	9887	9.2%
6	9183	8.6%
3	9128	8.5%
5	8761	8.2%
7	8754	8.2%
4	8535	8.0%

Uppercase Letter

Value	Count	Frequency (%)
X	2	28.6%
C	2	28.6%
R	1	14.3%
D	1	14.3%
L	1	14.3%

Other Letter

Value	Count	Frequency (%)
좌	1	50.0%
표	1	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	9850	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	117126	> 99.9%
Latin	7	< 0.1%
Hangul	2	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	14307	12.2%
1	14254	12.2%
0	12429	10.6%
9	12037	10.3%
8	9887	8.4%
.	9850	8.4%
6	9183	7.8%
3	9128	7.8%
5	8761	7.5%
7	8754	7.5%
Other values (2)	8536	7.3%

Latin

Value	Count	Frequency (%)
X	2	28.6%
C	2	28.6%
R	1	14.3%
D	1	14.3%
L	1	14.3%

Hangul

Value	Count	Frequency (%)
좌	1	50.0%
표	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	117133	> 99.9%
Hangul	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	14307	12.2%
1	14254	12.2%
0	12429	10.6%
9	12037	10.3%
8	9887	8.4%
.	9850	8.4%
6	9183	7.8%
3	9128	7.8%
5	8761	7.5%
7	8754	7.5%
Other values (7)	8543	7.3%

Hangul

Value	Count	Frequency (%)
좌	1	50.0%
표	1	50.0%

Unnamed: 33
Text

Distinct	9850
Distinct (%)	> 99.9%
Missing	1
Missing (%)	< 0.1%
Memory size	77.1 KiB

Length

Max length	12
Median length	12
Mean length	11.885911
Min length	3

Characters and Unicode

Total characters	117100
Distinct characters	19
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	9848 ?
Unique (%)	> 99.9%

Sample

1st row	Y좌표
2nd row	YCRD_LC
3rd row	456193.22472
4th row	456497.4274
5th row	455511.52968

Value	Count	Frequency (%)
450719.50641	2	< 0.1%
450393.09452	2	< 0.1%
444208.27941	1	< 0.1%
445574.93212	1	< 0.1%
447438.85806	1	< 0.1%
443367.92828	1	< 0.1%
449100.29542	1	< 0.1%
444860.49084	1	< 0.1%
447246.49575	1	< 0.1%
447481.10762	1	< 0.1%
Other values (9840)	9840	99.9%

Most occurring characters

Value	Count	Frequency (%)
4	23901	20.4%
5	13009	11.1%
.	9850	8.4%
6	9309	7.9%
2	9180	7.8%
3	9162	7.8%
1	8946	7.6%
8	8813	7.5%
7	8736	7.5%
9	8663	7.4%
Other values (9)	7531	6.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	107240	91.6%
Other Punctuation	9850	8.4%
Uppercase Letter	7	< 0.1%
Other Letter	2	< 0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	23901	22.3%
5	13009	12.1%
6	9309	8.7%
2	9180	8.6%
3	9162	8.5%
1	8946	8.3%
8	8813	8.2%
7	8736	8.1%
9	8663	8.1%
0	7521	7.0%

Uppercase Letter

Value	Count	Frequency (%)
Y	2	28.6%
C	2	28.6%
R	1	14.3%
D	1	14.3%
L	1	14.3%

Other Letter

Value	Count	Frequency (%)
좌	1	50.0%
표	1	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	9850	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	117091	> 99.9%
Latin	7	< 0.1%
Hangul	2	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	23901	20.4%
5	13009	11.1%
.	9850	8.4%
6	9309	8.0%
2	9180	7.8%
3	9162	7.8%
1	8946	7.6%
8	8813	7.5%
7	8736	7.5%
9	8663	7.4%
Other values (2)	7522	6.4%

Latin

Value	Count	Frequency (%)
Y	2	28.6%
C	2	28.6%
R	1	14.3%
D	1	14.3%
L	1	14.3%

Hangul

Value	Count	Frequency (%)
좌	1	50.0%
표	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	117098	> 99.9%
Hangul	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	23901	20.4%
5	13009	11.1%
.	9850	8.4%
6	9309	7.9%
2	9180	7.8%
3	9162	7.8%
1	8946	7.6%
8	8813	7.5%
7	8736	7.5%
9	8663	7.4%
Other values (7)	7529	6.4%

Hangul

Value	Count	Frequency (%)
좌	1	50.0%
표	1	50.0%

Unnamed: 34
Text

Distinct	4196
Distinct (%)	42.6%
Missing	1
Missing (%)	< 0.1%
Memory size	77.1 KiB

Length

Max length	13
Median length	13
Mean length	12.99868
Min length	5

Characters and Unicode

Total characters	128063
Distinct characters	22
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	2297 ?
Unique (%)	23.3%

Sample

1st row	집계구코드
2nd row	SM_GU_CD
3rd row	1101056030004
4th row	1101056040001
5th row	1101055010007

Value	Count	Frequency (%)
1102055060001	79	0.8%
1101061040001	75	0.8%
1102052020001	60	0.6%
1101061020001	41	0.4%
1102059080001	37	0.4%
1102054070001	35	0.4%
1101061030002	29	0.3%
1102052010001	28	0.3%
1101063040001	27	0.3%
1101053030003	25	0.3%
Other values (4186)	9416	95.6%

Most occurring characters

Value	Count	Frequency (%)
0	51825	40.5%
1	33875	26.5%
2	10386	8.1%
5	6828	5.3%
6	5729	4.5%
3	5364	4.2%
7	4934	3.9%
4	4494	3.5%
8	2456	1.9%
9	2159	1.7%
Other values (12)	13	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	128050	> 99.9%
Uppercase Letter	6	< 0.1%
Other Letter	5	< 0.1%
Connector Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	51825	40.5%
1	33875	26.5%
2	10386	8.1%
5	6828	5.3%
6	5729	4.5%
3	5364	4.2%
7	4934	3.9%
4	4494	3.5%
8	2456	1.9%
9	2159	1.7%

Uppercase Letter

Value	Count	Frequency (%)
M	1	16.7%
C	1	16.7%
U	1	16.7%
G	1	16.7%
S	1	16.7%
D	1	16.7%

Other Letter

Value	Count	Frequency (%)
계	1	20.0%
드	1	20.0%
코	1	20.0%
구	1	20.0%
집	1	20.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	128052	> 99.9%
Latin	6	< 0.1%
Hangul	5	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	51825	40.5%
1	33875	26.5%
2	10386	8.1%
5	6828	5.3%
6	5729	4.5%
3	5364	4.2%
7	4934	3.9%
4	4494	3.5%
8	2456	1.9%
9	2159	1.7%

Latin

Value	Count	Frequency (%)
M	1	16.7%
C	1	16.7%
U	1	16.7%
G	1	16.7%
S	1	16.7%
D	1	16.7%

Hangul

Value	Count	Frequency (%)
계	1	20.0%
드	1	20.0%
코	1	20.0%
구	1	20.0%
집	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	128058	> 99.9%
Hangul	5	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	51825	40.5%
1	33875	26.5%
2	10386	8.1%
5	6828	5.3%
6	5729	4.5%
3	5364	4.2%
7	4934	3.9%
4	4494	3.5%
8	2456	1.9%
9	2159	1.7%
Other values (7)	8	< 0.1%

Hangul

Value	Count	Frequency (%)
계	1	20.0%
드	1	20.0%
코	1	20.0%
구	1	20.0%
집	1	20.0%

Unnamed: 35
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

2009	9850
<NA>	1
년도	1
YEAR	1

Length

Max length	4
Median length	4
Mean length	3.999797
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	9850	> 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	9850	> 99.9%
na	1	< 0.1%
년도	1	< 0.1%
year	1	< 0.1%

Unnamed: 36
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

본조사	9850
<NA>	1
조사구분	1
EXAMIN_CLS	1

Length

Max length	10
Median length	3
Mean length	3.0009134
Min length	3

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	조사구분
3rd row	EXAMIN_CLS
4th row	본조사
5th row	본조사

Common Values

Value	Count	Frequency (%)
본조사	9850	> 99.9%
<NA>	1	< 0.1%
조사구분	1	< 0.1%
EXAMIN_CLS	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
본조사	9850	> 99.9%
na	1	< 0.1%
조사구분	1	< 0.1%
examin_cls	1	< 0.1%

First rows
Last rows

	유동인구_조사지점정보_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	Unnamed: 20	Unnamed: 21	Unnamed: 22	Unnamed: 23	Unnamed: 24	Unnamed: 25	Unnamed: 26	Unnamed: 27	Unnamed: 28	Unnamed: 29	Unnamed: 30	Unnamed: 31	Unnamed: 32	Unnamed: 33	Unnamed: 34	Unnamed: 35	Unnamed: 36
0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	조사지점코드	조사지점명	구코드	동코드	주번지	부번지	도로명	보도너비	차선수	버스차로유무	중앙선여부	장애물유무	장애물종류	보행도로구분	점자블록유무	경사로유무	펜스유무	버스정류장유무	기타시설유무	지하철유무	횡단보도유무	보도형태	글로벌존지역명	주거지역명	지역중심명	지역중심상세명	지구중심명	지구중심상세내용	도심부도심지역명	용도구분	거주유형구분	입지유형명	X좌표	Y좌표	집계구코드	년도	조사구분
2	EXAMIN_SPOT_CD	EXAMIN_SPOT_NM	GU_CD	DONG_CD	BUNJI	BUBUN	ROAD_NM	FTPTH_BT	TFCLNE	BUS_CARTRK_ENNC_SE	CTLN_AT_SE	OBSTC_ENNC_SE	OBSTC_KND_CL	WALK_ROAD_SE	BRLL_BLCK_ENNC_SE	SLPW__ENNC_SE	FENC_ENNC_SE	BUS_STOPG_IPLA_ENNC_SE	ETC_FCLTY_ENNC_SE	SUBWAY_ENNC_SE	CRSLK_ENNC_SE	FTPTH_STLE_CN	GLOBAL_ZN_AREA_NM	RESIDE_AREA_NM	AREA_CENTER_NM	AREA_CENTER_DETAIL_NM	DSTRC_CENTER_NM	DSTRC_CENTER_DETAIL	CDCT_SUB_CDCT_AREA_NM	PRPOS_NM	RESIDE_TY_SE	LCT_TY_NM	XCRD_LC	YCRD_LC	SM_GU_CD	YEAR	EXAMIN_CLS
3	01-001	평창치안센터(파출소)	11010	1101056	229	4	<NA>	3	5	무	유	유	가로등 보호대	보도전용	무	<NA>	무	유	<NA>	무	유	유형2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2종주거	<NA>	<NA>	197049.74567	456193.22472	1101056030004	2009	본조사
4	01-002	말리브	11010	1101056	110	12	<NA>	4	6	무	유	유	가로수	보도전용	무	<NA>	무	무	<NA>	무	유	유형2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2종주거	<NA>	<NA>	196222.46838	456497.4274	1101056040001	2009	본조사
5	01-003	신흥모피명품전문크리닝 주변	11010	1101055	127	11	<NA>	3	8	무	유	유	가로수	보도전용	무	<NA>	무	유	<NA>	무	유	유형2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2종주거	<NA>	<NA>	196423.97707	455511.52968	1101055010007	2009	본조사
6	01-004	GS25	11010	1101055	94	2	<NA>	3	7	무	유	유	가로수	자전거겸용	유	<NA>	무	유	<NA>	무	유	유형2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2종주거	<NA>	<NA>	196315.80243	455621.38262	1101055020005	2009	본조사
7	01-005	세검정정류장 주변	11010	1101055	92	0	세검정길	4	5	무	유	유	가로수	보도전용	무	<NA>	유	유	<NA>	무	유	유형2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1종주거	<NA>	<NA>	196357.17125	455680.8258	1101055010002	2009	본조사
8	01-006	부흥문구사 입구 주변	11010	1101056	330	1	세검정길	3	5	무	유	유	가로수	보도전용	유	<NA>	무	유	<NA>	무	유	유형2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2종주거	<NA>	<NA>	197050.37285	456228.23301	1101056020011	2009	본조사
9	01-007	국민대학교 삼림과학대학 실습장	11010	1101056	<NA>	0	세검정길	3	4	무	유	유	가로수	보도전용	유	<NA>	무	유	<NA>	무	유	유형2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2종주거	<NA>	<NA>	197662.28452	456614.76839	1101056020008	2009	본조사

	유동인구_조사지점정보_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	Unnamed: 20	Unnamed: 21	Unnamed: 22	Unnamed: 23	Unnamed: 24	Unnamed: 25	Unnamed: 26	Unnamed: 27	Unnamed: 28	Unnamed: 29	Unnamed: 30	Unnamed: 31	Unnamed: 32	Unnamed: 33	Unnamed: 34	Unnamed: 35	Unnamed: 36
9843	25-834	굳웰잉크전문점 주변	11250	1125065	553	14	없음	5	1	무	무	유	상가고정장애물 등	보도전용	무	<NA>	무	무	<NA>	무	유	유형3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3종주거	<NA>	<NA>	210747.04449	447879.47278	1125065020001	2009	본조사
9844	25-840	보광당 주변	11250	1125055	643	4	샘터길	3	3	무	유	유	가로수	보도전용	유	<NA>	무	유	<NA>	무	유	유형7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2종주거	<NA>	<NA>	213626.92082	451109.35479	1125055030012	2009	본조사
9845	25-841	묘곡초등학교 주변	11250	1125055	498	0	샘터길	3	2	무	유	유	가로수	보도전용	유	<NA>	유	무	<NA>	무	유	유형7	<NA>	<NA>	<NA>	<NA>	동남권	고덕역	<NA>	2종주거	아파트단지밀집	역세권-용도혼합	213481.3297	451069.80267	1125055030007	2009	본조사
9846	25-843	고덕 IPARK 주변	11250	1125055	108	15	<NA>	4	3	무	유	유	가로등 보호대	자전거겸용	무	<NA>	유	무	<NA>	무	유	유형7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2종주거	<NA>	<NA>	213691.18468	451179.04418	1125055030002	2009	본조사
9847	25-844	성내1동 농협중앙회 주변	11250	1125065	451	0	성내중앙길	9	2	무	유	유	상가고정장애물 등	보도차도겸용	무	<NA>	무	무	<NA>	무	유	유형7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3종주거	<NA>	<NA>	210668.19575	447770.62629	1125065020001	2009	본조사
9848	25-845	성내1동 IBK 기업은행 주변	11250	1125065	551	1	구청앞길	5	4	무	유	유	가로수	보도전용	유	<NA>	유	무	<NA>	무	유	유형7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2종주거	<NA>	<NA>	210851.42279	447750.57274	1125065020001	2009	본조사
9849	25-846	geo (지오) 주변	11250	1125065	555	13	성내중앙길	9	2	무	유	유	상가고정장애물 등	보도차도겸용	무	<NA>	무	무	<NA>	무	유	유형3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3종주거	<NA>	<NA>	210749.70303	447723.48927	1125065020001	2009	본조사
9850	25-847	대명 복 전문점 주변	11250	1125065	454	9	구청앞길	2	4	무	유	유	가로등기둥	보도전용	유	<NA>	유	무	<NA>	무	유	유형3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2종주거	<NA>	<NA>	210797.80696	447619.99286	1125065030005	2009	본조사
9851	25-848	장원삼계탕 주변	11250	1125065	558	5	성내중앙길	9	2	무	유	유	가로등기둥	보도차도겸용	무	<NA>	무	무	<NA>	무	유	유형3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2종주거	<NA>	<NA>	210921.63224	447637.31058	1125065030001	2009	본조사
9852	25-849	먹골사철탕 주변	11250	1125065	320	19	없음	3	2	무	유	유	가로등기둥	보도전용	무	<NA>	무	무	<NA>	무	무	유형7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3종주거	<NA>	<NA>	210748.02372	447975.49044	1125065010006	2009	본조사

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Other Letter

Dash Punctuation

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

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Math Symbol

Letter Number

Space Separator

Modifier Symbol

Dash Punctuation

Close Punctuation

Open Punctuation

Connector Punctuation

Other Symbol

Initial Punctuation

Final Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Han

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

CJK

None

Number Forms

Punctuation

CJK Compat Ideographs

Common Values

Length

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

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Lowercase Letter

Dash Punctuation