gimi9 Pandas Profiling

Dataset statistics

Number of variables	39
Number of observations	1935
Missing cells	21640
Missing cells (%)	28.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	636.9 KiB
Average record size in memory	337.1 B

Variable types

Categorical	17
Text	7
Unsupported	1
DateTime	1
Numeric	11
Boolean	2

Dataset

Description	목욕장업(공동탕업) 현황
Author	행정안전부
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=K1WV04EI1HVTEA6993ZH14333731&infSeq=1

Alerts

`영업상태구분코드` is highly imbalanced (63.3%)	Imbalance
`업태구분명정보` is highly imbalanced (72.4%)	Imbalance
`위생업태명` is highly imbalanced (63.3%)	Imbalance
`사용시작지하층수` is highly imbalanced (70.2%)	Imbalance
`사용끝지하층수` is highly imbalanced (74.3%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.4%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.4%)	Imbalance
`여성종사자수` is highly imbalanced (80.3%)	Imbalance
`남성종사자수` is highly imbalanced (78.5%)	Imbalance
`다중이용업소여부` is highly imbalanced (57.5%)	Imbalance
`인허가취소일자` has 1935 (100.0%) missing values	Missing
`폐업일자` has 654 (33.8%) missing values	Missing
`소재지시설전화번호` has 1751 (90.5%) missing values	Missing
`소재지면적정보` has 1719 (88.8%) missing values	Missing
`도로명우편번호` has 1727 (89.3%) missing values	Missing
`소재지도로명주소` has 258 (13.3%) missing values	Missing
`WGS84위도` has 102 (5.3%) missing values	Missing
`WGS84경도` has 102 (5.3%) missing values	Missing
`X좌표값` has 1727 (89.3%) missing values	Missing
`Y좌표값` has 1727 (89.3%) missing values	Missing
`건물지상층수` has 1721 (88.9%) missing values	Missing
`건물지하층수` has 1721 (88.9%) missing values	Missing
`사용시작지상층수` has 1723 (89.0%) missing values	Missing
`사용끝지상층수` has 1723 (89.0%) missing values	Missing
`욕실수(개)` has 777 (40.2%) missing values	Missing
`발한실여부` has 177 (9.1%) missing values	Missing
`조건부허가신고사유` has 1933 (99.9%) missing values	Missing
`다중이용업소여부` has 155 (8.0%) missing values	Missing
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건물지상층수` has 134 (6.9%) zeros	Zeros
`건물지하층수` has 159 (8.2%) zeros	Zeros
`사용시작지상층수` has 129 (6.7%) zeros	Zeros
`사용끝지상층수` has 136 (7.0%) zeros	Zeros
`욕실수(개)` has 483 (25.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 22:24:54.836157
Analysis finished	2023-12-10 22:24:55.799141
Duration	0.96 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시군명
Categorical

Distinct	31
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

수원시	194
부천시	187
고양시	154
성남시	135
안양시	127
Other values (26)	1138

Length

Max length	4
Median length	3
Mean length	3.0873385
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
수원시	194	10.0%
부천시	187	9.7%
고양시	154	8.0%
성남시	135	7.0%
안양시	127	6.6%
안산시	127	6.6%
의정부시	91	4.7%
시흥시	86	4.4%
평택시	78	4.0%
파주시	64	3.3%
Other values (21)	692	35.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
수원시	194	10.0%
부천시	187	9.7%
고양시	154	8.0%
성남시	135	7.0%
안양시	127	6.6%
안산시	127	6.6%
의정부시	91	4.7%
시흥시	86	4.4%
평택시	78	4.0%
파주시	64	3.3%
Other values (21)	692	35.8%

사업장명
Text

Distinct	1540
Distinct (%)	79.6%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

Length

Max length	21
Median length	20
Mean length	5.8981912
Min length	2

Characters and Unicode

Total characters	11413
Distinct characters	452
Distinct categories	8 ?
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	1287 ?
Unique (%)	66.5%

Sample

1st row	청평목욕탕
2nd row	뉴새마을사우나
3rd row	준수대중목욕탕
4th row	보송목욕탕
5th row	제일목욕탕

Value	Count	Frequency (%)
사우나	43	2.1%
현대목욕탕	11	0.5%
목욕탕	10	0.5%
제일목욕탕	10	0.5%
중앙목욕탕	9	0.4%
수정목욕탕	9	0.4%
청수탕	9	0.4%
대성목욕탕	7	0.3%
금성목욕탕	6	0.3%
청수목욕탕	6	0.3%
Other values (1575)	1946	94.2%

Most occurring characters

Value	Count	Frequency (%)
탕	1166	10.2%
목	878	7.7%
욕	865	7.6%
우	562	4.9%
나	521	4.6%
사	515	4.5%
대	347	3.0%
중	254	2.2%
수	199	1.7%
성	186	1.6%
Other values (442)	5920	51.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11065	97.0%
Space Separator	131	1.1%
Decimal Number	85	0.7%
Close Punctuation	46	0.4%
Open Punctuation	44	0.4%
Uppercase Letter	27	0.2%
Other Punctuation	8	0.1%
Lowercase Letter	7	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
탕	1166	10.5%
목	878	7.9%
욕	865	7.8%
우	562	5.1%
나	521	4.7%
사	515	4.7%
대	347	3.1%
중	254	2.3%
수	199	1.8%
성	186	1.7%
Other values (410)	5572	50.4%

Uppercase Letter

Value	Count	Frequency (%)
G	6	22.2%
D	3	11.1%
M	3	11.1%
K	2	7.4%
C	2	7.4%
E	2	7.4%
T	2	7.4%
L	2	7.4%
W	1	3.7%
S	1	3.7%
Other values (3)	3	11.1%

Decimal Number

Value	Count	Frequency (%)
2	40	47.1%
4	37	43.5%
1	3	3.5%
5	2	2.4%
8	2	2.4%
6	1	1.2%

Lowercase Letter

Value	Count	Frequency (%)
a	2	28.6%
n	1	14.3%
u	1	14.3%
s	1	14.3%
e	1	14.3%
h	1	14.3%

Other Punctuation

Value	Count	Frequency (%)
.	4	50.0%
&	2	25.0%
/	1	12.5%
,	1	12.5%

Space Separator

Value	Count	Frequency (%)
	131	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	46	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	44	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11065	97.0%
Common	314	2.8%
Latin	34	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	1166	10.5%
목	878	7.9%
욕	865	7.8%
우	562	5.1%
나	521	4.7%
사	515	4.7%
대	347	3.1%
중	254	2.3%
수	199	1.8%
성	186	1.7%
Other values (410)	5572	50.4%

Latin

Value	Count	Frequency (%)
G	6	17.6%
D	3	8.8%
M	3	8.8%
K	2	5.9%
a	2	5.9%
C	2	5.9%
E	2	5.9%
T	2	5.9%
L	2	5.9%
W	1	2.9%
Other values (9)	9	26.5%

Common

Value	Count	Frequency (%)
	131	41.7%
)	46	14.6%
(	44	14.0%
2	40	12.7%
4	37	11.8%
.	4	1.3%
1	3	1.0%
&	2	0.6%
5	2	0.6%
8	2	0.6%
Other values (3)	3	1.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11065	97.0%
ASCII	348	3.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	1166	10.5%
목	878	7.9%
욕	865	7.8%
우	562	5.1%
나	521	4.7%
사	515	4.7%
대	347	3.1%
중	254	2.3%
수	199	1.8%
성	186	1.7%
Other values (410)	5572	50.4%

ASCII

Value	Count	Frequency (%)
	131	37.6%
)	46	13.2%
(	44	12.6%
2	40	11.5%
4	37	10.6%
G	6	1.7%
.	4	1.1%
D	3	0.9%
1	3	0.9%
M	3	0.9%
Other values (22)	31	8.9%

인허가일자
Text

Distinct	1616
Distinct (%)	83.5%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

Length

Max length	10
Median length	8
Mean length	8.2232558
Min length	8

Characters and Unicode

Total characters	15912
Distinct characters	11
Distinct categories	2 ?
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	1416 ?
Unique (%)	73.2%

Sample

1st row	19900108
2nd row	20140114
3rd row	19970317
4th row	19911118
5th row	19851205

Value	Count	Frequency (%)
20030424	27	1.4%
20030227	19	1.0%
20030327	16	0.8%
20030528	15	0.8%
2003-03-27	7	0.4%
19980421	7	0.4%
20030410	7	0.4%
20030422	5	0.3%
20031230	5	0.3%
19991115	4	0.2%
Other values (1606)	1823	94.2%

Most occurring characters

Value	Count	Frequency (%)
0	4059	25.5%
1	3179	20.0%
2	2434	15.3%
9	2109	13.3%
8	869	5.5%
3	792	5.0%
4	579	3.6%
7	512	3.2%
6	496	3.1%
5	451	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15480	97.3%
Dash Punctuation	432	2.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4059	26.2%
1	3179	20.5%
2	2434	15.7%
9	2109	13.6%
8	869	5.6%
3	792	5.1%
4	579	3.7%
7	512	3.3%
6	496	3.2%
5	451	2.9%

Dash Punctuation

Value	Count	Frequency (%)
-	432	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	15912	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4059	25.5%
1	3179	20.0%
2	2434	15.3%
9	2109	13.3%
8	869	5.5%
3	792	5.0%
4	579	3.6%
7	512	3.2%
6	496	3.1%
5	451	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15912	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4059	25.5%
1	3179	20.0%
2	2434	15.3%
9	2109	13.3%
8	869	5.5%
3	792	5.0%
4	579	3.6%
7	512	3.2%
6	496	3.1%
5	451	2.8%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1935
Missing (%)	100.0%
Memory size	17.1 KiB

영업상태구분코드
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1719
1	176
2	40

Length

Max length	4
Median length	4
Mean length	3.6651163
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1719	88.8%
1	176	9.1%
2	40	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1719	88.8%
1	176	9.1%
2	40	2.1%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

폐업 등	1241
운영중	478
영업	176
폐업	40

Length

Max length	4
Median length	4
Mean length	3.5297158
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업 등	1241	64.1%
운영중	478	24.7%
영업	176	9.1%
폐업	40	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1281	40.3%
등	1241	39.1%
운영중	478	15.1%
영업	176	5.5%

폐업일자
Date

MISSING

Distinct	980
Distinct (%)	76.5%
Missing	654
Missing (%)	33.8%
Memory size	15.2 KiB

Minimum	1987-08-26 00:00:00
Maximum	2023-12-05 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

소재지시설전화번호
Text

MISSING

Distinct	182
Distinct (%)	98.9%
Missing	1751
Missing (%)	90.5%
Memory size	15.2 KiB

Length

Max length	12
Median length	11
Mean length	11.211957
Min length	7

Characters and Unicode

Total characters	2063
Distinct characters	11
Distinct categories	2 ?
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	180 ?
Unique (%)	97.8%

Sample

1st row	031 582 7763
2nd row	031 51734500
3rd row	031 9760045
4th row	031 905 6008
5th row	031 8130001

Value	Count	Frequency (%)
031	148	34.7%
032	8	1.9%
02	6	1.4%
16615510	2	0.5%
376	2	0.5%
5188	2	0.5%
966	2	0.5%
842	2	0.5%
848	2	0.5%
941	2	0.5%
Other values (249)	250	58.7%

Most occurring characters

Value	Count	Frequency (%)
0	328	15.9%
3	291	14.1%
1	264	12.8%
	249	12.1%
6	172	8.3%
8	145	7.0%
5	140	6.8%
7	130	6.3%
2	130	6.3%
9	115	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1814	87.9%
Space Separator	249	12.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	328	18.1%
3	291	16.0%
1	264	14.6%
6	172	9.5%
8	145	8.0%
5	140	7.7%
7	130	7.2%
2	130	7.2%
9	115	6.3%
4	99	5.5%

Space Separator

Value	Count	Frequency (%)
	249	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2063	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	328	15.9%
3	291	14.1%
1	264	12.8%
	249	12.1%
6	172	8.3%
8	145	7.0%
5	140	6.8%
7	130	6.3%
2	130	6.3%
9	115	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2063	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	328	15.9%
3	291	14.1%
1	264	12.8%
	249	12.1%
6	172	8.3%
8	145	7.0%
5	140	6.8%
7	130	6.3%
2	130	6.3%
9	115	5.6%

소재지면적정보
Real number (ℝ)

MISSING

Distinct	210
Distinct (%)	97.2%
Missing	1719
Missing (%)	88.8%
Infinite	0
Infinite (%)	0.0%
Mean	1166.1741

Minimum	0
Maximum	7065.02
Zeros	6
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	17.1 KiB

Quantile statistics

Minimum	0
5-th percentile	86.225
Q1	382.655
median	737.54
Q3	1537.6275
95-th percentile	3310.26
Maximum	7065.02
Range	7065.02
Interquartile range (IQR)	1154.9725

Descriptive statistics

Standard deviation	1189.7936
Coefficient of variation (CV)	1.0202538
Kurtosis	5.2863939
Mean	1166.1741
Median Absolute Deviation (MAD)	498.365
Skewness	2.0430128
Sum	251893.6
Variance	1415608.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	6	0.3%
155.81	2	0.1%
983.99	1	0.1%
2370.56	1	0.1%
1153.77	1	0.1%
891.23	1	0.1%
497.86	1	0.1%
1557.0	1	0.1%
790.0	1	0.1%
3960.0	1	0.1%
Other values (200)	200	10.3%
(Missing)	1719	88.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	6	0.3%
23.2	1	0.1%
38.26	1	0.1%
59.16	1	0.1%
63.75	1	0.1%
74.0	1	0.1%
90.3	1	0.1%
98.94	1	0.1%
108.06	1	0.1%
109.51	1	0.1%

Value	Count	Frequency (%)
7065.02	1	0.1%
6042.69	1	0.1%
6021.97	1	0.1%
5258.19	1	0.1%
5074.0	1	0.1%
4795.0	1	0.1%
4161.04	1	0.1%
3960.0	1	0.1%
3783.0	1	0.1%
3596.8	1	0.1%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	189
Distinct (%)	90.9%
Missing	1727
Missing (%)	89.3%
Infinite	0
Infinite (%)	0.0%
Mean	13779.361

Minimum	10017
Maximum	18511
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.1 KiB

Quantile statistics

Minimum	10017
5-th percentile	10282.75
Q1	11401.25
median	13541
Q3	16263.5
95-th percentile	18378.6
Maximum	18511
Range	8494
Interquartile range (IQR)	4862.25

Descriptive statistics

Standard deviation	2738.6715
Coefficient of variation (CV)	0.19875171
Kurtosis	-1.3041947
Mean	13779.361
Median Absolute Deviation (MAD)	2378
Skewness	0.29125759
Sum	2866107
Variance	7500321.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11152	3	0.2%
18453	3	0.2%
17548	2	0.1%
11520	2	0.1%
11687	2	0.1%
17854	2	0.1%
10896	2	0.1%
10495	2	0.1%
10274	2	0.1%
17562	2	0.1%
Other values (179)	186	9.6%
(Missing)	1727	89.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10017	1	0.1%
10057	1	0.1%
10083	1	0.1%
10125	1	0.1%
10130	1	0.1%
10228	1	0.1%
10252	1	0.1%
10274	2	0.1%
10275	1	0.1%
10281	1	0.1%

Value	Count	Frequency (%)
18511	2	0.1%
18490	1	0.1%
18478	1	0.1%
18455	2	0.1%
18453	3	0.2%
18412	1	0.1%
18401	1	0.1%
18337	1	0.1%
18244	1	0.1%
18119	1	0.1%

소재지도로명주소
Text

MISSING

Distinct	1505
Distinct (%)	89.7%
Missing	258
Missing (%)	13.3%
Memory size	15.2 KiB

Length

Max length	65
Median length	53
Mean length	24.379249
Min length	13

Characters and Unicode

Total characters	40884
Distinct characters	424
Distinct categories	10 ?
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	1348 ?
Unique (%)	80.4%

Sample

1st row	경기도 가평군 청평면 잠곡로 17
2nd row	경기도 가평군 가평읍 문화로 154
3rd row	경기도 가평군 가평읍 석봉로 209
4th row	경기도 가평군 조종면 현창로56번길 27
5th row	경기도 가평군 조종면 현창로 53 (.4)

Value	Count	Frequency (%)
경기도	1677	18.6%
수원시	172	1.9%
부천시	160	1.8%
고양시	140	1.6%
성남시	123	1.4%
안산시	110	1.2%
안양시	107	1.2%
덕양구	81	0.9%
의정부시	78	0.9%
시흥시	78	0.9%
Other values (2435)	6281	69.7%

Most occurring characters

Value	Count	Frequency (%)
	7340	18.0%
경	1760	4.3%
시	1755	4.3%
도	1721	4.2%
기	1704	4.2%
1	1584	3.9%
로	1557	3.8%
2	943	2.3%
동	923	2.3%
길	776	1.9%
Other values (414)	20821	50.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24214	59.2%
Space Separator	7340	18.0%
Decimal Number	6894	16.9%
Open Punctuation	738	1.8%
Close Punctuation	737	1.8%
Other Punctuation	565	1.4%
Dash Punctuation	300	0.7%
Uppercase Letter	74	0.2%
Math Symbol	16	< 0.1%
Lowercase Letter	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
경	1760	7.3%
시	1755	7.2%
도	1721	7.1%
기	1704	7.0%
로	1557	6.4%
동	923	3.8%
길	776	3.2%
구	756	3.1%
번	621	2.6%
양	530	2.2%
Other values (372)	12111	50.0%

Uppercase Letter

Value	Count	Frequency (%)
B	41	55.4%
A	9	12.2%
C	3	4.1%
M	3	4.1%
D	3	4.1%
I	3	4.1%
P	2	2.7%
K	2	2.7%
Y	2	2.7%
E	2	2.7%
Other values (3)	4	5.4%

Decimal Number

Value	Count	Frequency (%)
1	1584	23.0%
2	943	13.7%
3	732	10.6%
4	634	9.2%
5	583	8.5%
0	557	8.1%
7	519	7.5%
6	496	7.2%
8	433	6.3%
9	413	6.0%

Lowercase Letter

Value	Count	Frequency (%)
t	1	16.7%
s	1	16.7%
h	1	16.7%
e	1	16.7%
i	1	16.7%
r	1	16.7%

Other Punctuation

Value	Count	Frequency (%)
,	551	97.5%
.	12	2.1%
&	1	0.2%
/	1	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	735	99.6%
{	2	0.3%
[	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	734	99.6%
}	2	0.3%
]	1	0.1%

Space Separator

Value	Count	Frequency (%)
	7340	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	300	100.0%

Math Symbol

Value	Count	Frequency (%)
~	16	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24214	59.2%
Common	16590	40.6%
Latin	80	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
경	1760	7.3%
시	1755	7.2%
도	1721	7.1%
기	1704	7.0%
로	1557	6.4%
동	923	3.8%
길	776	3.2%
구	756	3.1%
번	621	2.6%
양	530	2.2%
Other values (372)	12111	50.0%

Common

Value	Count	Frequency (%)
	7340	44.2%
1	1584	9.5%
2	943	5.7%
(	735	4.4%
)	734	4.4%
3	732	4.4%
4	634	3.8%
5	583	3.5%
0	557	3.4%
,	551	3.3%
Other values (13)	2197	13.2%

Latin

Value	Count	Frequency (%)
B	41	51.2%
A	9	11.2%
C	3	3.8%
M	3	3.8%
D	3	3.8%
I	3	3.8%
P	2	2.5%
K	2	2.5%
Y	2	2.5%
E	2	2.5%
Other values (9)	10	12.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24214	59.2%
ASCII	16670	40.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	7340	44.0%
1	1584	9.5%
2	943	5.7%
(	735	4.4%
)	734	4.4%
3	732	4.4%
4	634	3.8%
5	583	3.5%
0	557	3.3%
,	551	3.3%
Other values (32)	2277	13.7%

Hangul

Value	Count	Frequency (%)
경	1760	7.3%
시	1755	7.2%
도	1721	7.1%
기	1704	7.0%
로	1557	6.4%
동	923	3.8%
길	776	3.2%
구	756	3.1%
번	621	2.6%
양	530	2.2%
Other values (372)	12111	50.0%

소재지지번주소
Text

Distinct	1834
Distinct (%)	94.8%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

Length

Max length	59
Median length	50
Mean length	24.535401
Min length	14

Characters and Unicode

Total characters	47476
Distinct characters	394
Distinct categories	10 ?
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	1741 ?
Unique (%)	90.0%

Sample

1st row	경기도 가평군 청평면 청평리 397-6번지
2nd row	경기도 가평군 가평읍 대곡리 318-4번지
3rd row	경기도 가평군 가평읍 읍내리 637-6번지
4th row	경기도 가평군 조종면 현리 261-8번지
5th row	경기도 가평군 조종면 현리 268-3번지 .4

Value	Count	Frequency (%)
경기도	1935	19.3%
수원시	194	1.9%
부천시	187	1.9%
고양시	154	1.5%
성남시	135	1.3%
안양시	128	1.3%
안산시	127	1.3%
덕양구	91	0.9%
의정부시	91	0.9%
시흥시	86	0.9%
Other values (2858)	6898	68.8%

Most occurring characters

Value	Count	Frequency (%)
	8298	17.5%
지	2136	4.5%
1	2048	4.3%
시	1987	4.2%
도	1975	4.2%
기	1964	4.1%
경	1948	4.1%
동	1847	3.9%
번	1750	3.7%
-	1556	3.3%
Other values (384)	21967	46.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	27638	58.2%
Decimal Number	9379	19.8%
Space Separator	8298	17.5%
Dash Punctuation	1556	3.3%
Other Punctuation	326	0.7%
Uppercase Letter	92	0.2%
Open Punctuation	82	0.2%
Close Punctuation	81	0.2%
Math Symbol	18	< 0.1%
Lowercase Letter	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
지	2136	7.7%
시	1987	7.2%
도	1975	7.1%
기	1964	7.1%
경	1948	7.0%
동	1847	6.7%
번	1750	6.3%
구	845	3.1%
양	597	2.2%
안	562	2.0%
Other values (339)	12027	43.5%

Uppercase Letter

Value	Count	Frequency (%)
B	55	59.8%
A	10	10.9%
C	4	4.3%
E	3	3.3%
M	3	3.3%
D	3	3.3%
T	2	2.2%
P	2	2.2%
Y	2	2.2%
S	2	2.2%
Other values (5)	6	6.5%

Decimal Number

Value	Count	Frequency (%)
1	2048	21.8%
2	1217	13.0%
3	973	10.4%
4	850	9.1%
5	816	8.7%
0	764	8.1%
7	751	8.0%
6	724	7.7%
8	630	6.7%
9	606	6.5%

Lowercase Letter

Value	Count	Frequency (%)
i	1	16.7%
s	1	16.7%
r	1	16.7%
e	1	16.7%
h	1	16.7%
t	1	16.7%

Other Punctuation

Value	Count	Frequency (%)
,	286	87.7%
.	37	11.3%
&	1	0.3%
/	1	0.3%
@	1	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	79	96.3%
{	2	2.4%
[	1	1.2%

Close Punctuation

Value	Count	Frequency (%)
)	78	96.3%
}	2	2.5%
]	1	1.2%

Space Separator

Value	Count	Frequency (%)
	8298	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1556	100.0%

Math Symbol

Value	Count	Frequency (%)
~	18	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	27638	58.2%
Common	19740	41.6%
Latin	98	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
지	2136	7.7%
시	1987	7.2%
도	1975	7.1%
기	1964	7.1%
경	1948	7.0%
동	1847	6.7%
번	1750	6.3%
구	845	3.1%
양	597	2.2%
안	562	2.0%
Other values (339)	12027	43.5%

Common

Value	Count	Frequency (%)
	8298	42.0%
1	2048	10.4%
-	1556	7.9%
2	1217	6.2%
3	973	4.9%
4	850	4.3%
5	816	4.1%
0	764	3.9%
7	751	3.8%
6	724	3.7%
Other values (14)	1743	8.8%

Latin

Value	Count	Frequency (%)
B	55	56.1%
A	10	10.2%
C	4	4.1%
E	3	3.1%
M	3	3.1%
D	3	3.1%
T	2	2.0%
P	2	2.0%
Y	2	2.0%
S	2	2.0%
Other values (11)	12	12.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	27638	58.2%
ASCII	19838	41.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8298	41.8%
1	2048	10.3%
-	1556	7.8%
2	1217	6.1%
3	973	4.9%
4	850	4.3%
5	816	4.1%
0	764	3.9%
7	751	3.8%
6	724	3.6%
Other values (35)	1841	9.3%

Hangul

Value	Count	Frequency (%)
지	2136	7.7%
시	1987	7.2%
도	1975	7.1%
기	1964	7.1%
경	1948	7.0%
동	1847	6.7%
번	1750	6.3%
구	845	3.1%
양	597	2.2%
안	562	2.0%
Other values (339)	12027	43.5%

소재지우편번호
Text

Distinct	1145
Distinct (%)	59.4%
Missing	8
Missing (%)	0.4%
Memory size	15.2 KiB

Length

Max length	7
Median length	6
Mean length	5.9750908
Min length	5

Characters and Unicode

Total characters	11514
Distinct characters	11
Distinct categories	2 ?
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	704 ?
Unique (%)	36.5%

Sample

1st row	477813
2nd row	477804
3rd row	477801
4th row	12437
5th row	12437

Value	Count	Frequency (%)
425868	15	0.8%
483030	10	0.5%
459120	9	0.5%
480867	8	0.4%
480840	8	0.4%
442819	7	0.4%
459110	7	0.4%
411827	6	0.3%
429862	6	0.3%
447802	6	0.3%
Other values (1135)	1845	95.7%

Most occurring characters

Value	Count	Frequency (%)
4	2670	23.2%
8	1696	14.7%
1	1337	11.6%
0	1141	9.9%
2	1114	9.7%
3	885	7.7%
6	778	6.8%
5	710	6.2%
7	565	4.9%
9	426	3.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11322	98.3%
Dash Punctuation	192	1.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	2670	23.6%
8	1696	15.0%
1	1337	11.8%
0	1141	10.1%
2	1114	9.8%
3	885	7.8%
6	778	6.9%
5	710	6.3%
7	565	5.0%
9	426	3.8%

Dash Punctuation

Value	Count	Frequency (%)
-	192	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11514	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	2670	23.2%
8	1696	14.7%
1	1337	11.6%
0	1141	9.9%
2	1114	9.7%
3	885	7.7%
6	778	6.8%
5	710	6.2%
7	565	4.9%
9	426	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11514	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	2670	23.2%
8	1696	14.7%
1	1337	11.6%
0	1141	9.9%
2	1114	9.7%
3	885	7.7%
6	778	6.8%
5	710	6.2%
7	565	4.9%
9	426	3.7%

WGS84위도
Real number (ℝ)

MISSING

Distinct	1526
Distinct (%)	83.3%
Missing	102
Missing (%)	5.3%
Infinite	0
Infinite (%)	0.0%
Mean	37.449227

Minimum	36.916271
Maximum	38.195385
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.1 KiB

Quantile statistics

Minimum	36.916271
5-th percentile	37.076994
Q1	37.295526
median	37.415493
Q3	37.622458
95-th percentile	37.84022
Maximum	38.195385
Range	1.2791139
Interquartile range (IQR)	0.32693235

Descriptive statistics

Standard deviation	0.22365462
Coefficient of variation (CV)	0.0059722093
Kurtosis	-0.019404243
Mean	37.449227
Median Absolute Deviation (MAD)	0.13466081
Skewness	0.32094903
Sum	68644.433
Variance	0.05002139
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.3852378798	5	0.3%
37.0737621131	4	0.2%
37.3173704199	4	0.2%
37.2884869029	4	0.2%
37.5204009633	4	0.2%
37.5229209923	4	0.2%
37.6227528209	4	0.2%
37.3484414041	3	0.2%
37.4823804994	3	0.2%
37.6559842555	3	0.2%
Other values (1516)	1795	92.8%
(Missing)	102	5.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.9162708577	1	0.1%
36.9541890474	1	0.1%
36.9598955481	1	0.1%
36.9610833576	1	0.1%
36.9615940422	1	0.1%
36.9628197157	1	0.1%
36.9630731148	1	0.1%
36.9635947812	1	0.1%
36.9806819927	1	0.1%
36.9836342686	1	0.1%

Value	Count	Frequency (%)
38.1953848011	1	0.1%
38.1862048375	2	0.1%
38.1205826615	1	0.1%
38.099682319	1	0.1%
38.0925148864	1	0.1%
38.0920020502	1	0.1%
38.0911886465	2	0.1%
38.0910958227	1	0.1%
38.0841100318	1	0.1%
38.0428270203	1	0.1%

WGS84경도
Real number (ℝ)

MISSING

Distinct	1526
Distinct (%)	83.3%
Missing	102
Missing (%)	5.3%
Infinite	0
Infinite (%)	0.0%
Mean	126.99687

Minimum	126.55724
Maximum	127.75065
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.1 KiB

Quantile statistics

Minimum	126.55724
5-th percentile	126.75372
Q1	126.83073
median	126.99205
Q3	127.11453
95-th percentile	127.42116
Maximum	127.75065
Range	1.1934033
Interquartile range (IQR)	0.28380339

Descriptive statistics

Standard deviation	0.19982509
Coefficient of variation (CV)	0.0015734647
Kurtosis	0.90600094
Mean	126.99687
Median Absolute Deviation (MAD)	0.1453598
Skewness	0.85980205
Sum	232785.26
Variance	0.039930067
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126.8592818605	5	0.3%
127.0495608065	4	0.2%
126.8423088804	4	0.2%
126.8631379166	4	0.2%
126.7876495515	4	0.2%
126.8051778322	4	0.2%
126.8348230329	4	0.2%
127.1677263134	3	0.2%
126.7844026011	3	0.2%
126.8363179091	3	0.2%
Other values (1516)	1795	92.8%
(Missing)	102	5.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.5572444891	1	0.1%
126.5655170392	1	0.1%
126.5829559918	2	0.1%
126.5855641997	1	0.1%
126.5976057487	1	0.1%
126.6000799574	1	0.1%
126.6006492591	1	0.1%
126.6055271509	1	0.1%
126.6108770808	2	0.1%
126.6234900982	1	0.1%

Value	Count	Frequency (%)
127.7506477669	1	0.1%
127.7288275602	1	0.1%
127.7275117909	2	0.1%
127.699168526	1	0.1%
127.6745199482	1	0.1%
127.6616845117	1	0.1%
127.6610453985	2	0.1%
127.6507833872	1	0.1%
127.6444894892	3	0.2%
127.6394215896	1	0.1%

업태구분명정보
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1719
공동탕업	100
공동탕업+찜질시설서비스영업	58
찜질시설서비스영업	31
목욕장업 기타	23

Length

Max length	14
Median length	4
Mean length	4.4155039
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1719	88.8%
공동탕업	100	5.2%
공동탕업+찜질시설서비스영업	58	3.0%
찜질시설서비스영업	31	1.6%
목욕장업 기타	23	1.2%
한증막업	4	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1719	87.8%
공동탕업	100	5.1%
공동탕업+찜질시설서비스영업	58	3.0%
찜질시설서비스영업	31	1.6%
목욕장업	23	1.2%
기타	23	1.2%
한증막업	4	0.2%

X좌표값
Real number (ℝ)

MISSING

Distinct	202
Distinct (%)	97.1%
Missing	1727
Missing (%)	89.3%
Infinite	0
Infinite (%)	0.0%
Mean	201056.77

Minimum	165639.15
Maximum	266374.55
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.1 KiB

Quantile statistics

Minimum	165639.15
5-th percentile	177413.01
Q1	185303.51
median	202124.12
Q3	211730.94
95-th percentile	238676.35
Maximum	266374.55
Range	100735.4
Interquartile range (IQR)	26427.436

Descriptive statistics

Standard deviation	18544.655
Coefficient of variation (CV)	0.092235917
Kurtosis	0.71821426
Mean	201056.77
Median Absolute Deviation (MAD)	13350.369
Skewness	0.73265961
Sum	41819808
Variance	3.4390425 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
206471.194103481	3	0.2%
210652.858662964	2	0.1%
178951.22540722	2	0.1%
206962.889471431	2	0.1%
239710.683350335	2	0.1%
205706.990927239	1	0.1%
205683.725259652	1	0.1%
196392.985187818	1	0.1%
197864.213593629	1	0.1%
195688.461806568	1	0.1%
Other values (192)	192	9.9%
(Missing)	1727	89.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
165639.149530017	1	0.1%
166959.614317371	1	0.1%
170608.880032241	1	0.1%
174999.893224902	1	0.1%
175664.38434522	1	0.1%
175941.924905526	1	0.1%
176050.349785259	1	0.1%
176313.285156484	1	0.1%
176445.884436837	1	0.1%
176955.625319079	1	0.1%

Value	Count	Frequency (%)
266374.549446121	1	0.1%
264532.546815963	1	0.1%
258476.005943628	1	0.1%
244698.347651322	1	0.1%
243486.988795276	1	0.1%
242173.405064909	1	0.1%
239936.874017955	1	0.1%
239710.683350335	2	0.1%
239553.261443143	1	0.1%
238752.709300856	1	0.1%

Y좌표값
Real number (ℝ)

MISSING

Distinct	202
Distinct (%)	97.1%
Missing	1727
Missing (%)	89.3%
Infinite	0
Infinite (%)	0.0%
Mean	441917.9

Minimum	387559.39
Maximum	520364.12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.1 KiB

Quantile statistics

Minimum	387559.39
5-th percentile	389661.87
Q1	422839.03
median	441564.74
Q3	465021.75
95-th percentile	481770.16
Maximum	520364.12
Range	132804.73
Interquartile range (IQR)	42182.724

Descriptive statistics

Standard deviation	27606.652
Coefficient of variation (CV)	0.062470092
Kurtosis	-0.63289594
Mean	441917.9
Median Absolute Deviation (MAD)	21119.68
Skewness	-0.20900039
Sum	91918922
Variance	7.6212722 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
411723.937975842	3	0.2%
459434.426215342	2	0.1%
469510.566913954	2	0.1%
408114.363030603	2	0.1%
420445.055803857	2	0.1%
481346.665149204	1	0.1%
481998.194839239	1	0.1%
471366.511969349	1	0.1%
470387.112430508	1	0.1%
469518.815342144	1	0.1%
Other values (192)	192	9.9%
(Missing)	1727	89.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
387559.389577978	1	0.1%
387661.780102072	1	0.1%
388093.036705258	1	0.1%
388198.517072238	1	0.1%
388446.455743245	1	0.1%
388526.797535673	1	0.1%
388645.341311963	1	0.1%
388925.793714913	1	0.1%
389323.024936923	1	0.1%
389412.560526882	1	0.1%

Value	Count	Frequency (%)
520364.124479398	1	0.1%
489570.351594913	1	0.1%
489433.058429201	1	0.1%
488322.116635734	1	0.1%
488008.343928707	1	0.1%
487373.659052862	1	0.1%
487353.217662945	1	0.1%
487308.589341288	1	0.1%
483236.824840494	1	0.1%
483034.854971294	1	0.1%

위생업태명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

공동탕업	1616
<NA>	155
목욕장업 기타	71
공동탕업+찜질시설서비스영업	58
찜질시설서비스영업	31

Length

Max length	14
Median length	4
Mean length	4.4899225
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공동탕업	1616	83.5%
<NA>	155	8.0%
목욕장업 기타	71	3.7%
공동탕업+찜질시설서비스영업	58	3.0%
찜질시설서비스영업	31	1.6%
한증막업	4	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	1616	80.6%
na	155	7.7%
목욕장업	71	3.5%
기타	71	3.5%
공동탕업+찜질시설서비스영업	58	2.9%
찜질시설서비스영업	31	1.5%
한증막업	4	0.2%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	7.9%
Missing	1721
Missing (%)	88.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.9579439

Minimum	0
Maximum	23
Zeros	134
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	17.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	9
Maximum	23
Range	23
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.6273747
Coefficient of variation (CV)	1.8526448
Kurtosis	9.9298947
Mean	1.9579439
Median Absolute Deviation (MAD)	0
Skewness	2.783061
Sum	419
Variance	13.157847
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	134	6.9%
4	13	0.7%
2	11	0.6%
3	11	0.6%
1	10	0.5%
5	7	0.4%
7	6	0.3%
6	6	0.3%
9	5	0.3%
8	3	0.2%
Other values (7)	8	0.4%
(Missing)	1721	88.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	134	6.9%
1	10	0.5%
2	11	0.6%
3	11	0.6%
4	13	0.7%
5	7	0.4%
6	6	0.3%
7	6	0.3%
8	3	0.2%
9	5	0.3%

Value	Count	Frequency (%)
23	1	0.1%
20	1	0.1%
19	1	0.1%
15	1	0.1%
12	1	0.1%
11	1	0.1%
10	2	0.1%
9	5	0.3%
8	3	0.2%
7	6	0.3%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	2.8%
Missing	1721
Missing (%)	88.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.43457944

Minimum	0
Maximum	5
Zeros	159
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	17.1 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.87903092
Coefficient of variation (CV)	2.0227163
Kurtosis	6.0347099
Mean	0.43457944
Median Absolute Deviation (MAD)	0
Skewness	2.3782843
Sum	93
Variance	0.77269536
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	159	8.2%
1	30	1.6%
2	16	0.8%
3	6	0.3%
4	2	0.1%
5	1	0.1%
(Missing)	1721	88.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	159	8.2%
1	30	1.6%
2	16	0.8%
3	6	0.3%
4	2	0.1%
5	1	0.1%

Value	Count	Frequency (%)
5	1	0.1%
4	2	0.1%
3	6	0.3%
2	16	0.8%
1	30	1.6%
0	159	8.2%

사용시작지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	11
Distinct (%)	5.2%
Missing	1723
Missing (%)	89.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2924528

Minimum	0
Maximum	11
Zeros	129
Zeros (%)	6.7%
Negative	0
Negative (%)	0.0%
Memory size	17.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	6.45
Maximum	11
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.2768856
Coefficient of variation (CV)	1.7616779
Kurtosis	3.3883009
Mean	1.2924528
Median Absolute Deviation (MAD)	0
Skewness	2.0027365
Sum	274
Variance	5.1842082
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	129	6.7%
1	33	1.7%
2	10	0.5%
5	9	0.5%
4	8	0.4%
3	6	0.3%
8	6	0.3%
6	6	0.3%
7	3	0.2%
10	1	0.1%
(Missing)	1723	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	129	6.7%
1	33	1.7%
2	10	0.5%
3	6	0.3%
4	8	0.4%
5	9	0.5%
6	6	0.3%
7	3	0.2%
8	6	0.3%
10	1	0.1%

Value	Count	Frequency (%)
11	1	0.1%
10	1	0.1%
8	6	0.3%
7	3	0.2%
6	6	0.3%
5	9	0.5%
4	8	0.4%
3	6	0.3%
2	10	0.5%
1	33	1.7%

사용끝지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	5.7%
Missing	1723
Missing (%)	89.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4481132

Minimum	0
Maximum	12
Zeros	136
Zeros (%)	7.0%
Negative	0
Negative (%)	0.0%
Memory size	17.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	8
Maximum	12
Range	12
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.5485143
Coefficient of variation (CV)	1.7598861
Kurtosis	3.0234036
Mean	1.4481132
Median Absolute Deviation (MAD)	0
Skewness	1.9347849
Sum	307
Variance	6.4949253
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	136	7.0%
2	17	0.9%
3	13	0.7%
1	13	0.7%
6	8	0.4%
4	6	0.3%
9	6	0.3%
5	4	0.2%
8	4	0.2%
7	3	0.2%
Other values (2)	2	0.1%
(Missing)	1723	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	136	7.0%
1	13	0.7%
2	17	0.9%
3	13	0.7%
4	6	0.3%
5	4	0.2%
6	8	0.4%
7	3	0.2%
8	4	0.2%
9	6	0.3%

Value	Count	Frequency (%)
12	1	0.1%
10	1	0.1%
9	6	0.3%
8	4	0.2%
7	3	0.2%
6	8	0.4%
5	4	0.2%
4	6	0.3%
3	13	0.7%
2	17	0.9%

사용시작지하층수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1723
0	166
1	39
2	7

Length

Max length	4
Median length	4
Mean length	3.6713178
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1723	89.0%
0	166	8.6%
1	39	2.0%
2	7	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1723	89.0%
0	166	8.6%
1	39	2.0%
2	7	0.4%

사용끝지하층수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1724
0	168
1	32
2	10
3	1

Length

Max length	4
Median length	4
Mean length	3.6728682
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1724	89.1%
0	168	8.7%
1	32	1.7%
2	10	0.5%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1724	89.1%
0	168	8.7%
1	32	1.7%
2	10	0.5%
3	1	0.1%

한실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1722
0	213

Length

Max length	4
Median length	4
Mean length	3.6697674
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1722	89.0%
0	213	11.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1722	89.0%
0	213	11.0%

양실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1722
0	213

Length

Max length	4
Median length	4
Mean length	3.6697674
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1722	89.0%
0	213	11.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1722	89.0%
0	213	11.0%

욕실수(개)
Real number (ℝ)

MISSING ZEROS

Distinct	28
Distinct (%)	2.4%
Missing	777
Missing (%)	40.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.1493955

Minimum	0
Maximum	74
Zeros	483
Zeros (%)	25.0%
Negative	0
Negative (%)	0.0%
Memory size	17.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	2
95-th percentile	6
Maximum	74
Range	74
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	5.1529044
Coefficient of variation (CV)	2.3973738
Kurtosis	76.918037
Mean	2.1493955
Median Absolute Deviation (MAD)	2
Skewness	7.8150235
Sum	2489
Variance	26.552424
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0	483	25.0%
2	459	23.7%
1	47	2.4%
6	47	2.4%
4	46	2.4%
3	18	0.9%
8	12	0.6%
7	7	0.4%
10	6	0.3%
9	6	0.3%
Other values (18)	27	1.4%
(Missing)	777	40.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	483	25.0%
1	47	2.4%
2	459	23.7%
3	18	0.9%
4	46	2.4%
5	4	0.2%
6	47	2.4%
7	7	0.4%
8	12	0.6%
9	6	0.3%

Value	Count	Frequency (%)
74	1	0.1%
58	1	0.1%
55	1	0.1%
54	1	0.1%
43	1	0.1%
41	1	0.1%
39	1	0.1%
37	1	0.1%
36	1	0.1%
33	2	0.1%

발한실여부
Boolean

MISSING

Distinct	2
Distinct (%)	0.1%
Missing	177
Missing (%)	9.1%
Memory size	3.9 KiB

False	1144
True	614
(Missing)	177

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1144	59.1%
True	614	31.7%
(Missing)	177	9.1%

의자수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1722
0	213

Length

Max length	4
Median length	4
Mean length	3.6697674
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1722	89.0%
0	213	11.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1722	89.0%
0	213	11.0%

조건부허가신고사유
Text

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	1933
Missing (%)	99.9%
Memory size	15.2 KiB

Length

Max length	9
Median length	8.5
Mean length	8.5
Min length	8

Characters and Unicode

Total characters	17
Distinct characters	16
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 (%)	100.0%

Sample

1st row	위탁계약기간 영업
2nd row	황준성(운영자)

Value	Count	Frequency (%)
위탁계약기간	1	33.3%
영업	1	33.3%
황준성(운영자	1	33.3%

Most occurring characters

Value	Count	Frequency (%)
영	2	11.8%
위	1	5.9%
탁	1	5.9%
계	1	5.9%
약	1	5.9%
기	1	5.9%
간	1	5.9%
	1	5.9%
업	1	5.9%
황	1	5.9%
Other values (6)	6	35.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	14	82.4%
Space Separator	1	5.9%
Open Punctuation	1	5.9%
Close Punctuation	1	5.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
영	2	14.3%
위	1	7.1%
탁	1	7.1%
계	1	7.1%
약	1	7.1%
기	1	7.1%
간	1	7.1%
업	1	7.1%
황	1	7.1%
준	1	7.1%
Other values (3)	3	21.4%

Space Separator

Value	Count	Frequency (%)
	1	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	14	82.4%
Common	3	17.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
영	2	14.3%
위	1	7.1%
탁	1	7.1%
계	1	7.1%
약	1	7.1%
기	1	7.1%
간	1	7.1%
업	1	7.1%
황	1	7.1%
준	1	7.1%
Other values (3)	3	21.4%

Common

Value	Count	Frequency (%)
	1	33.3%
(	1	33.3%
)	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	14	82.4%
ASCII	3	17.6%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
영	2	14.3%
위	1	7.1%
탁	1	7.1%
계	1	7.1%
약	1	7.1%
기	1	7.1%
간	1	7.1%
업	1	7.1%
황	1	7.1%
준	1	7.1%
Other values (3)	3	21.4%

ASCII

Value	Count	Frequency (%)
	1	33.3%
(	1	33.3%
)	1	33.3%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1934
20141127	1

Length

Max length	8
Median length	4
Mean length	4.0020672
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1934	99.9%
20141127	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1934	99.9%
20141127	1	0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1934
20151130	1

Length

Max length	8
Median length	4
Mean length	4.0020672
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1934	99.9%
20151130	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1934	99.9%
20151130	1	0.1%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1722
0	213

Length

Max length	4
Median length	4
Mean length	3.6697674
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1722	89.0%
0	213	11.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1722	89.0%
0	213	11.0%

여성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1731
0	199
1	2
3	1
7	1

Length

Max length	4
Median length	4
Mean length	3.6842377
Min length	1

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1731	89.5%
0	199	10.3%
1	2	0.1%
3	1	0.1%
7	1	0.1%
50	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1731	89.5%
0	199	10.3%
1	2	0.1%
3	1	0.1%
7	1	0.1%
50	1	0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1731
0	201
4	1
2	1
17	1

Length

Max length	4
Median length	4
Mean length	3.6842377
Min length	1

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1731	89.5%
0	201	10.4%
4	1	0.1%
2	1	0.1%
17	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1731	89.5%
0	201	10.4%
4	1	0.1%
2	1	0.1%
17	1	0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1722
0	213

Length

Max length	4
Median length	4
Mean length	3.6697674
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1722	89.0%
0	213	11.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1722	89.0%
0	213	11.0%

침대수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

<NA>	1722
0	213

Length

Max length	4
Median length	4
Mean length	3.6697674
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1722	89.0%
0	213	11.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1722	89.0%
0	213	11.0%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	155
Missing (%)	8.0%
Memory size	3.9 KiB

False	1626
True	154
(Missing)	155

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1626	84.0%
True	154	8.0%
(Missing)	155	8.0%

First rows
Last rows

	시군명	사업장명	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	폐업일자	소재지시설전화번호	소재지면적정보	도로명우편번호	소재지도로명주소	소재지지번주소	소재지우편번호	WGS84위도	WGS84경도	업태구분명정보	X좌표값	Y좌표값	위생업태명	건물지상층수	건물지하층수	사용시작지상층수	사용끝지상층수	사용시작지하층수	사용끝지하층수	한실수	양실수	욕실수(개)	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
0	가평군	청평목욕탕	19900108	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 가평군 청평면 잠곡로 17	경기도 가평군 청평면 청평리 397-6번지	477813	37.737169	127.420713	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	가평군	뉴새마을사우나	20140114	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 가평군 가평읍 문화로 154	경기도 가평군 가평읍 대곡리 318-4번지	477804	37.826814	127.508511	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2	Y	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y
2	가평군	준수대중목욕탕	19970317	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 가평군 가평읍 석봉로 209	경기도 가평군 가평읍 읍내리 637-6번지	477801	37.833817	127.509273	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	가평군	보송목욕탕	19911118	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 가평군 조종면 현창로56번길 27	경기도 가평군 조종면 현리 261-8번지	12437	37.819734	127.350179	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	가평군	제일목욕탕	19851205	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 가평군 조종면 현창로 53 (.4)	경기도 가평군 조종면 현리 268-3번지 .4	12437	37.819424	127.347623	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	가평군	(주)DFD인터내셔날 더스테이힐링파크	20170524	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 가평군 설악면 한서로268번길 157, 1층	경기도 가평군 설악면 위곡리 303-3번지	477855	37.661806	127.524331	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2	Y	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y
6	가평군	설악면종합복지회관	20150623	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 가평군 설악면 한서로 18-16, 1층	경기도 가평군 설악면 신천리 156-5번지	477853	37.675373	127.494965	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	가평군	숲속의노천탕	20160304	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 가평군 설악면 유명로 1007-90	경기도 가평군 설악면 방일리 715번지 외 19필지	477851	37.62413	127.480101	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	4	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	가평군	동영사우나	19881220	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 가평군 가평읍 가화로 54	경기도 가평군 가평읍 대곡리 167-2번지	477804	37.824731	127.515817	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	가평군	청평백암천	19991204	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 가평군 청평면 경춘로 699	경기도 가평군 청평면 청평리 650-5번지	477813	37.731311	127.408587	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y

	시군명	사업장명	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	폐업일자	소재지시설전화번호	소재지면적정보	도로명우편번호	소재지도로명주소	소재지지번주소	소재지우편번호	WGS84위도	WGS84경도	업태구분명정보	X좌표값	Y좌표값	위생업태명	건물지상층수	건물지하층수	사용시작지상층수	사용끝지상층수	사용시작지하층수	사용끝지하층수	한실수	양실수	욕실수(개)	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
1925	화성시	불로장생	19991122	<NA>	<NA>	폐업 등	20060220	<NA>	<NA>	<NA>	<NA>	경기도 화성시 송산동 158-17번지	445370	<NA>	<NA>	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1926	화성시	신라목욕탕	19891111	<NA>	<NA>	폐업 등	20180813	<NA>	<NA>	<NA>	경기도 화성시 향남읍 3.1만세로 1103	경기도 화성시 향남읍 평리 109-3번지	445939	37.132463	126.908063	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1927	화성시	태양목욕탕	19900115	<NA>	<NA>	폐업 등	20110318	<NA>	<NA>	<NA>	경기도 화성시 송산면 사강시장길 67	경기도 화성시 송산면 사강리 647-1번지	445874	37.213784	126.7372	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1928	화성시	보성목욕탕	19910108	<NA>	<NA>	폐업 등	20120116	<NA>	<NA>	<NA>	<NA>	경기도 화성시 봉담읍 수영리 648-3번지	445896	37.221161	126.949285	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1929	화성시	장수목욕탕	19961126	<NA>	<NA>	폐업 등	20070313	<NA>	<NA>	<NA>	경기도 화성시 봉담읍 와우로15번길 59	경기도 화성시 봉담읍 와우리 79-5번지 6통	445897	37.21634	126.975326	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1930	화성시	워터월드	20010604	<NA>	<NA>	폐업 등	20031030	<NA>	<NA>	<NA>	경기도 화성시 팔탄면 온천로165번길 31-62	경기도 화성시 팔탄면 덕우리 15-5번지	445918	37.137774	126.856545	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1931	화성시	수촌식염목욕탕	20011123	<NA>	<NA>	폐업 등	20180330	<NA>	<NA>	<NA>	경기도 화성시 장안면 황골길 60	경기도 화성시 장안면 수촌리 22번지	445944	37.093877	126.866886	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1932	화성시	남양대중사우나	19991203	<NA>	<NA>	폐업 등	20040413	<NA>	<NA>	<NA>	경기도 화성시 효행로 1366	경기도 화성시 반월동 347-42번지	445330	37.229306	127.065419	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1933	화성시	김해목욕탕	19840314	<NA>	<NA>	폐업 등	20120724	<NA>	<NA>	<NA>	경기도 화성시 향남읍 3.1만세로 1108	경기도 화성시 향남읍 평리 110-5번지	445939	37.132411	126.908491	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1934	화성시	화성스파빌호텔	20011020	<NA>	<NA>	폐업 등	20170124	<NA>	<NA>	<NA>	경기도 화성시 팔탄면 온천로 29	경기도 화성시 팔탄면 덕우리 233-1번지	445918	37.128289	126.859417	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

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

Decimal Number