gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	1816
Missing cells	1613
Missing cells (%)	1.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	677.6 KiB
Average record size in memory	382.1 B

Variable types

Numeric	6
Text	8
Categorical	29
DateTime	2
Boolean	2

Dataset

Description	2021-04-01
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901051101224000

Alerts

`opnsvcid` has constant value ""	Constant
`last_load_dttm` has constant value ""	Constant
`clgstdt` is highly imbalanced (89.9%)	Imbalance
`clgenddt` is highly imbalanced (89.9%)	Imbalance
`ropnymd` is highly imbalanced (89.9%)	Imbalance
`uptaenm` is highly imbalanced (63.1%)	Imbalance
`maneipcnt` is highly imbalanced (89.4%)	Imbalance
`multusnupsoyn` is highly imbalanced (86.6%)	Imbalance
`useunderendflr` is highly imbalanced (57.5%)	Imbalance
`useunderstflr` is highly imbalanced (50.3%)	Imbalance
`wmeipcnt` is highly imbalanced (90.2%)	Imbalance
`yoksilcnt` is highly imbalanced (52.9%)	Imbalance
`sntuptaenm` is highly imbalanced (63.1%)	Imbalance
`cndpermstymd` is highly imbalanced (93.2%)	Imbalance
`cndpermntwhy` is highly imbalanced (93.2%)	Imbalance
`cndpermendymd` is highly imbalanced (93.2%)	Imbalance
`rdnwhladdr` has 618 (34.0%) missing values	Missing
`dcbymd` has 829 (45.6%) missing values	Missing
`x` has 75 (4.1%) missing values	Missing
`y` has 75 (4.1%) missing values	Missing
`skey` has unique values	Unique

Reproduction

Analysis started	2024-04-16 08:11:08.666788
Analysis finished	2024-04-16 08:11:09.721711
Duration	1.05 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Real number (ℝ)

UNIQUE

Distinct	1816
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	913.76817

Minimum	3
Maximum	2216
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	3
5-th percentile	93.75
Q1	456.75
median	910.5
Q3	1364.25
95-th percentile	1727.25
Maximum	2216
Range	2213
Interquartile range (IQR)	907.5

Descriptive statistics

Standard deviation	530.74429
Coefficient of variation (CV)	0.58083035
Kurtosis	-1.1019979
Mean	913.76817
Median Absolute Deviation (MAD)	454
Skewness	0.051591554
Sum	1659403
Variance	281689.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	1	0.1%
1195	1	0.1%
1221	1	0.1%
1220	1	0.1%
1219	1	0.1%
1218	1	0.1%
1217	1	0.1%
1216	1	0.1%
1215	1	0.1%
1214	1	0.1%
Other values (1806)	1806	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%
10	1	0.1%
11	1	0.1%
12	1	0.1%

Value	Count	Frequency (%)
2216	1	0.1%
2150	1	0.1%
2143	1	0.1%
2136	1	0.1%
2131	1	0.1%
2104	1	0.1%
2102	1	0.1%
2101	1	0.1%
2100	1	0.1%
2097	1	0.1%

opnsfteamcode
Real number (ℝ)

Distinct	16
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3322984.6

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3260000
Q1	3290000
median	3320000
Q3	3350000
95-th percentile	3390000
Maximum	3400000
Range	150000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	39907.769
Coefficient of variation (CV)	0.012009616
Kurtosis	-0.91104909
Mean	3322984.6
Median Absolute Deviation (MAD)	30000
Skewness	0.13525679
Sum	6.03454 × 10⁹
Variance	1.5926301 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	222	12.2%
3340000	171	9.4%
3300000	164	9.0%
3330000	159	8.8%
3310000	148	8.1%
3370000	131	7.2%
3320000	123	6.8%
3350000	116	6.4%
3380000	112	6.2%
3270000	93	5.1%
Other values (6)	377	20.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	62	3.4%
3260000	72	4.0%
3270000	93	5.1%
3280000	74	4.1%
3290000	222	12.2%
3300000	164	9.0%
3310000	148	8.1%
3320000	123	6.8%
3330000	159	8.8%
3340000	171	9.4%

Value	Count	Frequency (%)
3400000	45	2.5%
3390000	93	5.1%
3380000	112	6.2%
3370000	131	7.2%
3360000	31	1.7%
3350000	116	6.4%
3340000	171	9.4%
3330000	159	8.8%
3320000	123	6.8%
3310000	148	8.1%

mgtno
Text

Distinct	1807
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	39952
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	1802 ?
Unique (%)	99.2%

Sample

1st row	3250000-202-2002-00001
2nd row	3250000-202-1985-00156
3rd row	3250000-202-2001-00013
4th row	3250000-202-2007-00001
5th row	3250000-202-1988-00159

Value	Count	Frequency (%)
3350000-202-2019-00001	3	0.2%
3310000-202-2020-00001	3	0.2%
3280000-202-2020-00001	3	0.2%
3360000-202-2019-00003	3	0.2%
3370000-202-2018-00003	2	0.1%
3340000-202-2001-00002	1	0.1%
3340000-202-2005-00006	1	0.1%
3340000-202-1989-01027	1	0.1%
3340000-202-1990-00795	1	0.1%
3340000-202-1991-01023	1	0.1%
Other values (1797)	1797	99.0%

Most occurring characters

Value	Count	Frequency (%)
0	15401	38.5%
2	5652	14.1%
-	5448	13.6%
3	3941	9.9%
1	2748	6.9%
9	2542	6.4%
8	1144	2.9%
4	944	2.4%
7	837	2.1%
5	695	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34504	86.4%
Dash Punctuation	5448	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15401	44.6%
2	5652	16.4%
3	3941	11.4%
1	2748	8.0%
9	2542	7.4%
8	1144	3.3%
4	944	2.7%
7	837	2.4%
5	695	2.0%
6	600	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	5448	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	39952	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15401	38.5%
2	5652	14.1%
-	5448	13.6%
3	3941	9.9%
1	2748	6.9%
9	2542	6.4%
8	1144	2.9%
4	944	2.4%
7	837	2.1%
5	695	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39952	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15401	38.5%
2	5652	14.1%
-	5448	13.6%
3	3941	9.9%
1	2748	6.9%
9	2542	6.4%
8	1144	2.9%
4	944	2.4%
7	837	2.1%
5	695	1.7%

opnsvcid
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

11_44_01_P	1816

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	11_44_01_P
2nd row	11_44_01_P
3rd row	11_44_01_P
4th row	11_44_01_P
5th row	11_44_01_P

Common Values

Value	Count	Frequency (%)
11_44_01_P	1816	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11_44_01_p	1816	100.0%

updategbn
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

I	1516
U	300

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	1516	83.5%
U	300	16.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1516	83.5%
u	300	16.5%

updatedt
Date

Distinct	188
Distinct (%)	10.4%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-03-31 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1509
목욕장업	307

Length

Max length	4
Median length	4
Mean length	4
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>	1509	83.1%
목욕장업	307	16.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1509	83.1%
목욕장업	307	16.9%

bplcnm
Text

Distinct	1135
Distinct (%)	62.5%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	28
Median length	3
Mean length	4.1349119
Min length	2

Characters and Unicode

Total characters	7509
Distinct characters	384
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	888 ?
Unique (%)	48.9%

Sample

1st row	옥샘탕
2nd row	금수탕
3rd row	백록담
4th row	유나목욕탕
5th row	녹수탕

Value	Count	Frequency (%)
사우나	23	1.2%
청수탕	21	1.1%
현대탕	21	1.1%
옥천탕	19	1.0%
산수탕	15	0.8%
천수탕	15	0.8%
목욕탕	15	0.8%
장수탕	14	0.7%
정수탕	13	0.7%
평화탕	13	0.7%
Other values (1190)	1799	91.4%

Most occurring characters

Value	Count	Frequency (%)
탕	1368	18.2%
수	301	4.0%
천	226	3.0%
대	181	2.4%
우	177	2.4%
사	165	2.2%
나	155	2.1%
	153	2.0%
동	122	1.6%
성	117	1.6%
Other values (374)	4544	60.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7230	96.3%
Space Separator	153	2.0%
Close Punctuation	39	0.5%
Open Punctuation	36	0.5%
Decimal Number	20	0.3%
Uppercase Letter	20	0.3%
Lowercase Letter	7	0.1%
Dash Punctuation	2	< 0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
탕	1368	18.9%
수	301	4.2%
천	226	3.1%
대	181	2.5%
우	177	2.4%
사	165	2.3%
나	155	2.1%
동	122	1.7%
성	117	1.6%
호	111	1.5%
Other values (350)	4307	59.6%

Uppercase Letter

Value	Count	Frequency (%)
G	5	25.0%
L	4	20.0%
O	2	10.0%
M	2	10.0%
B	1	5.0%
Y	1	5.0%
A	1	5.0%
W	1	5.0%
F	1	5.0%
S	1	5.0%

Lowercase Letter

Value	Count	Frequency (%)
o	2	28.6%
n	2	28.6%
d	1	14.3%
u	1	14.3%
r	1	14.3%

Decimal Number

Value	Count	Frequency (%)
2	11	55.0%
4	9	45.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	50.0%
.	1	50.0%

Space Separator

Value	Count	Frequency (%)
	153	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	39	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	36	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7229	96.3%
Common	252	3.4%
Latin	27	0.4%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	1368	18.9%
수	301	4.2%
천	226	3.1%
대	181	2.5%
우	177	2.4%
사	165	2.3%
나	155	2.1%
동	122	1.7%
성	117	1.6%
호	111	1.5%
Other values (349)	4306	59.6%

Latin

Value	Count	Frequency (%)
G	5	18.5%
L	4	14.8%
o	2	7.4%
O	2	7.4%
n	2	7.4%
M	2	7.4%
B	1	3.7%
Y	1	3.7%
A	1	3.7%
W	1	3.7%
Other values (6)	6	22.2%

Common

Value	Count	Frequency (%)
	153	60.7%
)	39	15.5%
(	36	14.3%
2	11	4.4%
4	9	3.6%
-	2	0.8%
,	1	0.4%
.	1	0.4%

Han

Value	Count	Frequency (%)
愛	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7229	96.3%
ASCII	279	3.7%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	1368	18.9%
수	301	4.2%
천	226	3.1%
대	181	2.5%
우	177	2.4%
사	165	2.3%
나	155	2.1%
동	122	1.7%
성	117	1.6%
호	111	1.5%
Other values (349)	4306	59.6%

ASCII

Value	Count	Frequency (%)
	153	54.8%
)	39	14.0%
(	36	12.9%
2	11	3.9%
4	9	3.2%
G	5	1.8%
L	4	1.4%
o	2	0.7%
O	2	0.7%
n	2	0.7%
Other values (14)	16	5.7%

CJK

Value	Count	Frequency (%)
愛	1	100.0%

sitepostno
Real number (ℝ)

Distinct	629
Distinct (%)	34.7%
Missing	5
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	610435.01

Minimum	600011
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	600011
5-th percentile	601811
Q1	606813
median	611800
Q3	614820.5
95-th percentile	617834
Maximum	619953
Range	19942
Interquartile range (IQR)	8007.5

Descriptive statistics

Standard deviation	5156.9346
Coefficient of variation (CV)	0.0084479667
Kurtosis	-0.91027746
Mean	610435.01
Median Absolute Deviation (MAD)	3961
Skewness	-0.20817228
Sum	1.1054978 × 10⁹
Variance	26593975
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
604851	15	0.8%
612846	12	0.7%
612847	12	0.7%
607833	10	0.6%
608828	10	0.6%
608808	10	0.6%
614822	10	0.6%
613805	9	0.5%
607826	9	0.5%
607832	9	0.5%
Other values (619)	1705	93.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	1	0.1%
600012	1	0.1%
600017	1	0.1%
600021	1	0.1%
600022	4	0.2%
600023	1	0.1%
600025	1	0.1%
600032	1	0.1%
600042	1	0.1%
600044	1	0.1%

Value	Count	Frequency (%)
619953	2	0.1%
619952	3	0.2%
619951	4	0.2%
619913	1	0.1%
619912	2	0.1%
619911	2	0.1%
619906	3	0.2%
619905	5	0.3%
619904	3	0.2%
619903	7	0.4%

sitewhladdr
Text

Distinct	1726
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	55
Median length	48
Mean length	24.601322
Min length	17

Characters and Unicode

Total characters	44676
Distinct characters	274
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	1652 ?
Unique (%)	91.0%

Sample

1st row	부산광역시 중구 창선동1가 9-9번지
2nd row	부산광역시 중구 중앙동4가 78-2번지
3rd row	부산광역시 중구 대청동1가 34-1번지
4th row	부산광역시 중구 신창동1가 5-1번지 (5~8층)
5th row	부산광역시 중구 신창동2가 21-2번지

Value	Count	Frequency (%)
부산광역시	1816	22.4%
t통b반	335	4.1%
부산진구	222	2.7%
사하구	171	2.1%
동래구	164	2.0%
해운대구	159	2.0%
남구	148	1.8%
연제구	131	1.6%
북구	123	1.5%
금정구	116	1.4%
Other values (2148)	4707	58.2%

Most occurring characters

Value	Count	Frequency (%)
	8064	18.0%
산	2167	4.9%
부	2161	4.8%
동	2113	4.7%
1	1909	4.3%
광	1886	4.2%
구	1837	4.1%
시	1829	4.1%
역	1818	4.1%
지	1728	3.9%
Other values (264)	19164	42.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	25188	56.4%
Decimal Number	8809	19.7%
Space Separator	8064	18.0%
Dash Punctuation	1688	3.8%
Uppercase Letter	683	1.5%
Other Punctuation	114	0.3%
Open Punctuation	61	0.1%
Close Punctuation	61	0.1%
Math Symbol	7	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	2167	8.6%
부	2161	8.6%
동	2113	8.4%
광	1886	7.5%
구	1837	7.3%
시	1829	7.3%
역	1818	7.2%
지	1728	6.9%
번	1658	6.6%
반	386	1.5%
Other values (238)	7605	30.2%

Decimal Number

Value	Count	Frequency (%)
1	1909	21.7%
2	1140	12.9%
3	993	11.3%
4	890	10.1%
5	785	8.9%
6	684	7.8%
7	649	7.4%
8	610	6.9%
0	608	6.9%
9	541	6.1%

Uppercase Letter

Value	Count	Frequency (%)
B	342	50.1%
T	335	49.0%
A	2	0.3%
G	1	0.1%
I	1	0.1%
L	1	0.1%
W	1	0.1%

Other Punctuation

Value	Count	Frequency (%)
,	112	98.2%
@	1	0.9%
.	1	0.9%

Space Separator

Value	Count	Frequency (%)
	8064	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1688	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	61	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	61	100.0%

Math Symbol

Value	Count	Frequency (%)
~	7	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	25188	56.4%
Common	18804	42.1%
Latin	684	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2167	8.6%
부	2161	8.6%
동	2113	8.4%
광	1886	7.5%
구	1837	7.3%
시	1829	7.3%
역	1818	7.2%
지	1728	6.9%
번	1658	6.6%
반	386	1.5%
Other values (238)	7605	30.2%

Common

Value	Count	Frequency (%)
	8064	42.9%
1	1909	10.2%
-	1688	9.0%
2	1140	6.1%
3	993	5.3%
4	890	4.7%
5	785	4.2%
6	684	3.6%
7	649	3.5%
8	610	3.2%
Other values (8)	1392	7.4%

Latin

Value	Count	Frequency (%)
B	342	50.0%
T	335	49.0%
A	2	0.3%
G	1	0.1%
I	1	0.1%
L	1	0.1%
Ⅱ	1	0.1%
W	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	25188	56.4%
ASCII	19487	43.6%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8064	41.4%
1	1909	9.8%
-	1688	8.7%
2	1140	5.9%
3	993	5.1%
4	890	4.6%
5	785	4.0%
6	684	3.5%
7	649	3.3%
8	610	3.1%
Other values (15)	2075	10.6%

Hangul

Value	Count	Frequency (%)
산	2167	8.6%
부	2161	8.6%
동	2113	8.4%
광	1886	7.5%
구	1837	7.3%
시	1829	7.3%
역	1818	7.2%
지	1728	6.9%
번	1658	6.6%
반	386	1.5%
Other values (238)	7605	30.2%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

rdnpostno
Real number (ℝ)

Distinct	877
Distinct (%)	48.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48267.277

Minimum	46002
Maximum	49523
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	46002
5-th percentile	46317.75
Q1	47566.5
median	48814
Q3	48947
95-th percentile	49323.25
Maximum	49523
Range	3521
Interquartile range (IQR)	1380.5

Descriptive statistics

Standard deviation	935.9393
Coefficient of variation (CV)	0.019390762
Kurtosis	-0.55181229
Mean	48267.277
Median Absolute Deviation (MAD)	394
Skewness	-0.84026849
Sum	87653375
Variance	875982.38
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48947	670	36.9%
48099	8	0.4%
47709	8	0.4%
47248	6	0.3%
46327	5	0.3%
48531	4	0.2%
47142	4	0.2%
46308	4	0.2%
47712	4	0.2%
46275	4	0.2%
Other values (867)	1099	60.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46002	1	0.1%
46008	1	0.1%
46015	1	0.1%
46017	1	0.1%
46020	1	0.1%
46032	1	0.1%
46033	1	0.1%
46036	2	0.1%
46037	2	0.1%
46040	1	0.1%

Value	Count	Frequency (%)
49523	1	0.1%
49522	1	0.1%
49521	1	0.1%
49518	2	0.1%
49515	2	0.1%
49511	2	0.1%
49506	1	0.1%
49505	1	0.1%
49504	1	0.1%
49503	2	0.1%

rdnwhladdr
Text

MISSING

Distinct	1175
Distinct (%)	98.1%
Missing	618
Missing (%)	34.0%
Memory size	14.3 KiB

Length

Max length	59
Median length	50
Mean length	27.48414
Min length	20

Characters and Unicode

Total characters	32926
Distinct characters	334
Distinct categories	10 ?
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	1158 ?
Unique (%)	96.7%

Sample

1st row	부산광역시 중구 광복로55번길 14-2 (창선동1가)
2nd row	부산광역시 중구 광복중앙로 25 (신창동1가)
3rd row	부산광역시 중구 광복로43번길 12 (신창동2가)
4th row	부산광역시 중구 흑교로31번길 3-1 (부평동3가, 외 2필지)
5th row	부산광역시 중구 비프광장로 20, 10층 (남포동6가)

Value	Count	Frequency (%)
부산광역시	1198	19.1%
부산진구	154	2.5%
남구	104	1.7%
해운대구	103	1.6%
사하구	100	1.6%
동래구	99	1.6%
연제구	85	1.4%
금정구	77	1.2%
북구	75	1.2%
사상구	71	1.1%
Other values (1712)	4211	67.1%

Most occurring characters

Value	Count	Frequency (%)
	5080	15.4%
동	1521	4.6%
부	1454	4.4%
산	1452	4.4%
광	1265	3.8%
시	1257	3.8%
구	1227	3.7%
역	1201	3.6%
)	1184	3.6%
(	1184	3.6%
Other values (324)	16101	48.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19833	60.2%
Space Separator	5080	15.4%
Decimal Number	5070	15.4%
Close Punctuation	1187	3.6%
Open Punctuation	1187	3.6%
Other Punctuation	345	1.0%
Dash Punctuation	199	0.6%
Math Symbol	12	< 0.1%
Uppercase Letter	12	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1521	7.7%
부	1454	7.3%
산	1452	7.3%
광	1265	6.4%
시	1257	6.3%
구	1227	6.2%
역	1201	6.1%
로	1142	5.8%
길	709	3.6%
번	667	3.4%
Other values (296)	7938	40.0%

Decimal Number

Value	Count	Frequency (%)
1	1147	22.6%
2	723	14.3%
3	626	12.3%
5	442	8.7%
4	434	8.6%
6	394	7.8%
0	380	7.5%
7	353	7.0%
9	287	5.7%
8	284	5.6%

Uppercase Letter

Value	Count	Frequency (%)
B	5	41.7%
A	4	33.3%
W	1	8.3%
I	1	8.3%
G	1	8.3%

Other Punctuation

Value	Count	Frequency (%)
,	339	98.3%
*	3	0.9%
.	2	0.6%
@	1	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	1184	99.7%
]	3	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	1184	99.7%
[	3	0.3%

Math Symbol

Value	Count	Frequency (%)
~	11	91.7%
～	1	8.3%

Space Separator

Value	Count	Frequency (%)
	5080	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	199	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19833	60.2%
Common	13080	39.7%
Latin	13	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1521	7.7%
부	1454	7.3%
산	1452	7.3%
광	1265	6.4%
시	1257	6.3%
구	1227	6.2%
역	1201	6.1%
로	1142	5.8%
길	709	3.6%
번	667	3.4%
Other values (296)	7938	40.0%

Common

Value	Count	Frequency (%)
	5080	38.8%
)	1184	9.1%
(	1184	9.1%
1	1147	8.8%
2	723	5.5%
3	626	4.8%
5	442	3.4%
4	434	3.3%
6	394	3.0%
0	380	2.9%
Other values (12)	1486	11.4%

Latin

Value	Count	Frequency (%)
B	5	38.5%
A	4	30.8%
W	1	7.7%
I	1	7.7%
G	1	7.7%
Ⅱ	1	7.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19833	60.2%
ASCII	13091	39.8%
None	1	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5080	38.8%
)	1184	9.0%
(	1184	9.0%
1	1147	8.8%
2	723	5.5%
3	626	4.8%
5	442	3.4%
4	434	3.3%
6	394	3.0%
0	380	2.9%
Other values (16)	1497	11.4%

Hangul

Value	Count	Frequency (%)
동	1521	7.7%
부	1454	7.3%
산	1452	7.3%
광	1265	6.4%
시	1257	6.3%
구	1227	6.2%
역	1201	6.1%
로	1142	5.8%
길	709	3.6%
번	667	3.4%
Other values (296)	7938	40.0%

None

Value	Count	Frequency (%)
～	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

apvpermymd
Real number (ℝ)

Distinct	1522
Distinct (%)	83.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19910285

Minimum	19540131
Maximum	20210316
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	19540131
5-th percentile	19700487
Q1	19830522
median	19901204
Q3	20010344
95-th percentile	20110110
Maximum	20210316
Range	670185
Interquartile range (IQR)	179822

Descriptive statistics

Standard deviation	123469.51
Coefficient of variation (CV)	0.0062012928
Kurtosis	-0.35331655
Mean	19910285
Median Absolute Deviation (MAD)	80902
Skewness	-0.049082429
Sum	3.6157078 × 10¹⁰
Variance	1.524472 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19630110	15	0.8%
20001130	9	0.5%
19921202	8	0.4%
19971227	6	0.3%
19960710	6	0.3%
20000420	5	0.3%
19830304	5	0.3%
19820928	5	0.3%
20030115	5	0.3%
19630610	4	0.2%
Other values (1512)	1748	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19540131	1	0.1%
19601210	3	0.2%
19630108	1	0.1%
19630109	3	0.2%
19630110	15	0.8%
19630610	4	0.2%
19631001	1	0.1%
19640211	1	0.1%
19640915	1	0.1%
19641015	1	0.1%

Value	Count	Frequency (%)
20210316	1	0.1%
20201013	1	0.1%
20200924	1	0.1%
20200908	1	0.1%
20200827	1	0.1%
20200708	1	0.1%
20200703	3	0.2%
20200624	1	0.1%
20200619	3	0.2%
20200514	1	0.1%

dcbymd
Text

MISSING

Distinct	811
Distinct (%)	82.2%
Missing	829
Missing (%)	45.6%
Memory size	14.3 KiB

Length

Max length	8
Median length	8
Mean length	7.9189463
Min length	4

Characters and Unicode

Total characters	7816
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	698 ?
Unique (%)	70.7%

Sample

1st row	20070612
2nd row	20120221
3rd row	20140401
4th row	20131227
5th row	20030703

Value	Count	Frequency (%)
폐업일자	20	2.0%
20050121	12	1.2%
20051017	7	0.7%
20001130	7	0.7%
20170310	5	0.5%
20030401	5	0.5%
20141030	4	0.4%
20030122	4	0.4%
20120621	4	0.4%
20180102	3	0.3%
Other values (801)	916	92.8%

Most occurring characters

Value	Count	Frequency (%)
0	2611	33.4%
2	1605	20.5%
1	1400	17.9%
9	356	4.6%
3	350	4.5%
7	299	3.8%
5	294	3.8%
6	280	3.6%
8	277	3.5%
4	264	3.4%
Other values (4)	80	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7736	99.0%
Other Letter	80	1.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2611	33.8%
2	1605	20.7%
1	1400	18.1%
9	356	4.6%
3	350	4.5%
7	299	3.9%
5	294	3.8%
6	280	3.6%
8	277	3.6%
4	264	3.4%

Other Letter

Value	Count	Frequency (%)
폐	20	25.0%
업	20	25.0%
일	20	25.0%
자	20	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7736	99.0%
Hangul	80	1.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2611	33.8%
2	1605	20.7%
1	1400	18.1%
9	356	4.6%
3	350	4.5%
7	299	3.9%
5	294	3.8%
6	280	3.6%
8	277	3.6%
4	264	3.4%

Hangul

Value	Count	Frequency (%)
폐	20	25.0%
업	20	25.0%
일	20	25.0%
자	20	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7736	99.0%
Hangul	80	1.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2611	33.8%
2	1605	20.7%
1	1400	18.1%
9	356	4.6%
3	350	4.5%
7	299	3.9%
5	294	3.8%
6	280	3.6%
8	277	3.6%
4	264	3.4%

Hangul

Value	Count	Frequency (%)
폐	20	25.0%
업	20	25.0%
일	20	25.0%
자	20	25.0%

clgstdt
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1792
휴업시작일자	24

Length

Max length	6
Median length	4
Mean length	4.0264317
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>	1792	98.7%
휴업시작일자	24	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1792	98.7%
휴업시작일자	24	1.3%

clgenddt
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1792
휴업종료일자	24

Length

Max length	6
Median length	4
Mean length	4.0264317
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>	1792	98.7%
휴업종료일자	24	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1792	98.7%
휴업종료일자	24	1.3%

ropnymd
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1792
재개업일자	24

Length

Max length	5
Median length	4
Mean length	4.0132159
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>	1792	98.7%
재개업일자	24	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1792	98.7%
재개업일자	24	1.3%

trdstatenm
Categorical

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

02	925
01	584
영업/정상	263
폐업	42
<NA>	2

Length

Max length	5
Median length	2
Mean length	2.436674
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	01
2nd row	02
3rd row	02
4th row	02
5th row	01

Common Values

Value	Count	Frequency (%)
02	925	50.9%
01	584	32.2%
영업/정상	263	14.5%
폐업	42	2.3%
<NA>	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
02	925	50.9%
01	584	32.2%
영업/정상	263	14.5%
폐업	42	2.3%
na	2	0.1%

dtlstatenm
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

폐업	967
영업	849

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	967	53.2%
영업	849	46.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	967	53.2%
영업	849	46.8%

x
Text

MISSING

Distinct	1670
Distinct (%)	95.9%
Missing	75
Missing (%)	4.1%
Memory size	14.3 KiB

Length

Max length	20
Median length	20
Mean length	19.992533
Min length	7

Characters and Unicode

Total characters	34807
Distinct characters	19
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	1612 ?
Unique (%)	92.6%

Sample

1st row	385089.38491100000
2nd row	385793.29931
3rd row	385208.257554
4th row	385157.86566400000
5th row	385086.62014400000

Value	Count	Frequency (%)
387810.283167969	4	0.2%
389727.58350700000	4	0.2%
389394.976154	4	0.2%
390974.056399381	4	0.2%
391906.711100	3	0.2%
386099.535234	3	0.2%
370674.351397752	3	0.2%
386501.470234	3	0.2%
390237.659277726	3	0.2%
379480.101157	2	0.1%
Other values (1660)	1708	98.1%

Most occurring characters

Value	Count	Frequency (%)
	6801	19.5%
0	6261	18.0%
3	3533	10.2%
8	2869	8.2%
9	2522	7.2%
7	1947	5.6%
2	1873	5.4%
4	1830	5.3%
5	1814	5.2%
1	1809	5.2%
Other values (9)	3548	10.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26259	75.4%
Space Separator	6801	19.5%
Other Punctuation	1740	5.0%
Other Letter	4	< 0.1%
Open Punctuation	1	< 0.1%
Uppercase Letter	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6261	23.8%
3	3533	13.5%
8	2869	10.9%
9	2522	9.6%
7	1947	7.4%
2	1873	7.1%
4	1830	7.0%
5	1814	6.9%
1	1809	6.9%
6	1801	6.9%

Other Letter

Value	Count	Frequency (%)
좌	1	25.0%
표	1	25.0%
정	1	25.0%
보	1	25.0%

Space Separator

Value	Count	Frequency (%)
	6801	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1740	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Uppercase Letter

Value	Count	Frequency (%)
X	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	34802	> 99.9%
Hangul	4	< 0.1%
Latin	1	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	6801	19.5%
0	6261	18.0%
3	3533	10.2%
8	2869	8.2%
9	2522	7.2%
7	1947	5.6%
2	1873	5.4%
4	1830	5.3%
5	1814	5.2%
1	1809	5.2%
Other values (4)	3543	10.2%

Hangul

Value	Count	Frequency (%)
좌	1	25.0%
표	1	25.0%
정	1	25.0%
보	1	25.0%

Latin

Value	Count	Frequency (%)
X	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34803	> 99.9%
Hangul	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6801	19.5%
0	6261	18.0%
3	3533	10.2%
8	2869	8.2%
9	2522	7.2%
7	1947	5.6%
2	1873	5.4%
4	1830	5.3%
5	1814	5.2%
1	1809	5.2%
Other values (5)	3544	10.2%

Hangul

Value	Count	Frequency (%)
좌	1	25.0%
표	1	25.0%
정	1	25.0%
보	1	25.0%

y
Text

MISSING

Distinct	1670
Distinct (%)	95.9%
Missing	75
Missing (%)	4.1%
Memory size	14.3 KiB

Length

Max length	20
Median length	20
Mean length	19.992533
Min length	7

Characters and Unicode

Total characters	34807
Distinct characters	19
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	1612 ?
Unique (%)	92.6%

Sample

1st row	180062.56761800000
2nd row	180910.386636
3rd row	180108.034984
4th row	180248.21457300000
5th row	180119.33406400000

Value	Count	Frequency (%)
179178.742589729	4	0.2%
191654.34294400000	4	0.2%
193519.152183	4	0.2%
182797.894969615	4	0.2%
189495.497384	3	0.2%
181890.404844	3	0.2%
184448.198703368	3	0.2%
189887.738381	3	0.2%
195579.465881184	3	0.2%
177881.672180	2	0.1%
Other values (1660)	1708	98.1%

Most occurring characters

Value	Count	Frequency (%)
	6788	19.5%
0	6228	17.9%
1	3550	10.2%
8	2769	8.0%
9	2408	6.9%
7	2239	6.4%
6	1880	5.4%
4	1843	5.3%
3	1840	5.3%
2	1768	5.1%
Other values (9)	3494	10.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26272	75.5%
Space Separator	6788	19.5%
Other Punctuation	1740	5.0%
Other Letter	4	< 0.1%
Open Punctuation	1	< 0.1%
Uppercase Letter	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6228	23.7%
1	3550	13.5%
8	2769	10.5%
9	2408	9.2%
7	2239	8.5%
6	1880	7.2%
4	1843	7.0%
3	1840	7.0%
2	1768	6.7%
5	1747	6.6%

Other Letter

Value	Count	Frequency (%)
좌	1	25.0%
표	1	25.0%
정	1	25.0%
보	1	25.0%

Space Separator

Value	Count	Frequency (%)
	6788	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1740	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Uppercase Letter

Value	Count	Frequency (%)
Y	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	34802	> 99.9%
Hangul	4	< 0.1%
Latin	1	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	6788	19.5%
0	6228	17.9%
1	3550	10.2%
8	2769	8.0%
9	2408	6.9%
7	2239	6.4%
6	1880	5.4%
4	1843	5.3%
3	1840	5.3%
2	1768	5.1%
Other values (4)	3489	10.0%

Hangul

Value	Count	Frequency (%)
좌	1	25.0%
표	1	25.0%
정	1	25.0%
보	1	25.0%

Latin

Value	Count	Frequency (%)
Y	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34803	> 99.9%
Hangul	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6788	19.5%
0	6228	17.9%
1	3550	10.2%
8	2769	8.0%
9	2408	6.9%
7	2239	6.4%
6	1880	5.4%
4	1843	5.3%
3	1840	5.3%
2	1768	5.1%
Other values (5)	3490	10.0%

Hangul

Value	Count	Frequency (%)
좌	1	25.0%
표	1	25.0%
정	1	25.0%
보	1	25.0%

lastmodts
Real number (ℝ)

Distinct	1485
Distinct (%)	81.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0113855 × 10¹³

Minimum	1.999021 × 10¹³
Maximum	2.0210329 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	1.999021 × 10¹³
5-th percentile	2.0020422 × 10¹³
Q1	2.0041208 × 10¹³
median	2.0121018 × 10¹³
Q3	2.0170731 × 10¹³
95-th percentile	2.0201047 × 10¹³
Maximum	2.0210329 × 10¹³
Range	2.2011911 × 10¹¹
Interquartile range (IQR)	1.2952313 × 10¹¹

Descriptive statistics

Standard deviation	6.4478505 × 10¹⁰
Coefficient of variation (CV)	0.0032056762
Kurtosis	-1.3153059
Mean	2.0113855 × 10¹³
Median Absolute Deviation (MAD)	5.9694993 × 10¹⁰
Skewness	-0.19456287
Sum	3.6526761 × 10¹⁶
Variance	4.1574777 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030409000000	29	1.6%
20020418000000	27	1.5%
20040318000000	15	0.8%
20050415000000	14	0.8%
20031217000000	12	0.7%
20030303000000	12	0.7%
20040324000000	11	0.6%
20020422000000	10	0.6%
20041208000000	9	0.5%
20030722000000	8	0.4%
Other values (1475)	1669	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990210000000	2	0.1%
19990212000000	1	0.1%
19990302000000	7	0.4%
19990310000000	6	0.3%
19990315000000	1	0.1%
19990325000000	2	0.1%
19990420000000	2	0.1%
19990421000000	7	0.4%
19990422000000	1	0.1%
19990427000000	1	0.1%

Value	Count	Frequency (%)
20210329113559	1	0.1%
20210326155252	1	0.1%
20210326153452	1	0.1%
20210326140305	1	0.1%
20210325153422	1	0.1%
20210325134216	1	0.1%
20210324100549	1	0.1%
20210323162348	1	0.1%
20210323140801	1	0.1%
20210323131238	1	0.1%

uptaenm
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

공동탕업	1537
목욕장업 기타	155
공동탕업+찜질시설서비스영업	78
한증막업	35
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.715859
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	공동탕업+찜질시설서비스영업
2nd row	한증막업
3rd row	공동탕업+찜질시설서비스영업
4th row	공동탕업+찜질시설서비스영업
5th row	공동탕업

Common Values

Value	Count	Frequency (%)
공동탕업	1537	84.6%
목욕장업 기타	155	8.5%
공동탕업+찜질시설서비스영업	78	4.3%
한증막업	35	1.9%
찜질시설서비스영업	11	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	1537	78.0%
목욕장업	155	7.9%
기타	155	7.9%
공동탕업+찜질시설서비스영업	78	4.0%
한증막업	35	1.8%
찜질시설서비스영업	11	0.6%

sitetel
Text

Distinct	99
Distinct (%)	5.5%
Missing	9
Missing (%)	0.5%
Memory size	14.3 KiB

Length

Max length	12
Median length	12
Mean length	11.963475
Min length	4

Characters and Unicode

Total characters	21618
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	96 ?
Unique (%)	5.3%

Sample

1st row	051-123-1234
2nd row	051-123-1234
3rd row	051-123-1234
4th row	051-123-1234
5th row	051-123-1234

Value	Count	Frequency (%)
051-123-1234	1706	87.6%
051	95	4.9%
962	3	0.2%
4011	3	0.2%
204	2	0.1%
7667	2	0.1%
667	2	0.1%
271	2	0.1%
5437413	1	0.1%
8900	1	0.1%
Other values (130)	130	6.7%

Most occurring characters

Value	Count	Frequency (%)
1	5298	24.5%
3	3483	16.1%
2	3479	16.1%
-	3412	15.8%
0	1884	8.7%
5	1871	8.7%
4	1768	8.2%
	143	0.7%
6	82	0.4%
7	67	0.3%
Other values (6)	131	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18059	83.5%
Dash Punctuation	3412	15.8%
Space Separator	143	0.7%
Other Letter	4	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	5298	29.3%
3	3483	19.3%
2	3479	19.3%
0	1884	10.4%
5	1871	10.4%
4	1768	9.8%
6	82	0.5%
7	67	0.4%
9	65	0.4%
8	62	0.3%

Other Letter

Value	Count	Frequency (%)
전	1	25.0%
화	1	25.0%
번	1	25.0%
호	1	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3412	100.0%

Space Separator

Value	Count	Frequency (%)
	143	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21614	> 99.9%
Hangul	4	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	5298	24.5%
3	3483	16.1%
2	3479	16.1%
-	3412	15.8%
0	1884	8.7%
5	1871	8.7%
4	1768	8.2%
	143	0.7%
6	82	0.4%
7	67	0.3%
Other values (2)	127	0.6%

Hangul

Value	Count	Frequency (%)
전	1	25.0%
화	1	25.0%
번	1	25.0%
호	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21614	> 99.9%
Hangul	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	5298	24.5%
3	3483	16.1%
2	3479	16.1%
-	3412	15.8%
0	1884	8.7%
5	1871	8.7%
4	1768	8.2%
	143	0.7%
6	82	0.4%
7	67	0.3%
Other values (2)	127	0.6%

Hangul

Value	Count	Frequency (%)
전	1	25.0%
화	1	25.0%
번	1	25.0%
호	1	25.0%

bdngownsenm
Categorical

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1398
자가	273
임대	128
건물소유구분명	17

Length

Max length	7
Median length	4
Mean length	3.5864537
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1398	77.0%
자가	273	15.0%
임대	128	7.0%
건물소유구분명	17	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1398	77.0%
자가	273	15.0%
임대	128	7.0%
건물소유구분명	17	0.9%

bdngjisgflrcnt
Categorical

Distinct	35
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	462
0	322
3	300
4	208
5	133
Other values (30)	391

Length

Max length	6
Median length	1
Mean length	1.8122247
Min length	1

Unique

Unique	11 ?
Unique (%)	0.6%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	9
5th row	4

Common Values

Value	Count	Frequency (%)
<NA>	462	25.4%
0	322	17.7%
3	300	16.5%
4	208	11.5%
5	133	7.3%
2	133	7.3%
6	51	2.8%
7	48	2.6%
8	29	1.6%
1	25	1.4%
Other values (25)	105	5.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	462	25.4%
0	322	17.7%
3	300	16.5%
4	208	11.5%
5	133	7.3%
2	133	7.3%
6	51	2.8%
7	48	2.6%
8	29	1.6%
1	25	1.4%
Other values (25)	105	5.8%

bdngunderflrcnt
Categorical

Distinct	10
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	703
0	510
1	461
2	77
3	29
Other values (5)	36

Length

Max length	6
Median length	1
Mean length	2.1640969
Min length	1

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	3
5th row	1

Common Values

Value	Count	Frequency (%)
<NA>	703	38.7%
0	510	28.1%
1	461	25.4%
2	77	4.2%
3	29	1.6%
4	16	0.9%
5	9	0.5%
6	9	0.5%
7	1	0.1%
건물지하층수	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	703	38.7%
0	510	28.1%
1	461	25.4%
2	77	4.2%
3	29	1.6%
4	16	0.9%
5	9	0.5%
6	9	0.5%
7	1	0.1%
건물지하층수	1	0.1%

maneipcnt
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1749
0	47
남성종사자수	15
1	3
4	1

Length

Max length	6
Median length	4
Mean length	3.9306167
Min length	1

Unique

Unique	2 ?
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>	1749	96.3%
0	47	2.6%
남성종사자수	15	0.8%
1	3	0.2%
4	1	0.1%
5	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1749	96.3%
0	47	2.6%
남성종사자수	15	0.8%
1	3	0.2%
4	1	0.1%
5	1	0.1%

multusnupsoyn
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

False	1782
True	34

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1782	98.1%
True	34	1.9%

balhansilyn
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	2
Missing (%)	0.1%
Memory size	3.7 KiB

False	1360
True	454
(Missing)	2

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1360	74.9%
True	454	25.0%
(Missing)	2	0.1%

usejisgendflr
Categorical

Distinct	14
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	790
2	383
3	208
0	158
1	92
Other values (9)	185

Length

Max length	6
Median length	1
Mean length	2.3265419
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	8
5th row	4

Common Values

Value	Count	Frequency (%)
<NA>	790	43.5%
2	383	21.1%
3	208	11.5%
0	158	8.7%
1	92	5.1%
4	84	4.6%
5	48	2.6%
6	21	1.2%
7	11	0.6%
사용끝지상층	7	0.4%
Other values (4)	14	0.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	790	43.5%
2	383	21.1%
3	208	11.5%
0	158	8.7%
1	92	5.1%
4	84	4.6%
5	48	2.6%
6	21	1.2%
7	11	0.6%
사용끝지상층	7	0.4%
Other values (4)	14	0.8%

useunderendflr
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1232
0	483
1	69
2	21
사용끝지하층	7
Other values (2)	4

Length

Max length	6
Median length	4
Mean length	3.0545154
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	1232	67.8%
0	483	26.6%
1	69	3.8%
2	21	1.2%
사용끝지하층	7	0.4%
3	3	0.2%
4	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1232	67.8%
0	483	26.6%
1	69	3.8%
2	21	1.2%
사용끝지하층	7	0.4%
3	3	0.2%
4	1	0.1%

usejisgstflr
Categorical

Distinct	12
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	652
1	368
0	327
2	302
3	79
Other values (7)	88

Length

Max length	7
Median length	1
Mean length	2.0919604
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	5
5th row	2

Common Values

Value	Count	Frequency (%)
<NA>	652	35.9%
1	368	20.3%
0	327	18.0%
2	302	16.6%
3	79	4.4%
4	42	2.3%
5	20	1.1%
6	13	0.7%
8	4	0.2%
사용시작지상층	4	0.2%
Other values (2)	5	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	652	35.9%
1	368	20.3%
0	327	18.0%
2	302	16.6%
3	79	4.4%
4	42	2.3%
5	20	1.1%
6	13	0.7%
8	4	0.2%
사용시작지상층	4	0.2%
Other values (2)	5	0.3%

useunderstflr
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	974
0	745
1	80
2	9
사용시작지하층	5

Length

Max length	7
Median length	4
Mean length	2.6255507
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	974	53.6%
0	745	41.0%
1	80	4.4%
2	9	0.5%
사용시작지하층	5	0.3%
3	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	974	53.6%
0	745	41.0%
1	80	4.4%
2	9	0.5%
사용시작지하층	5	0.3%
3	3	0.2%

washmccnt
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1235
0	578
세탁기수	3

Length

Max length	4
Median length	4
Mean length	3.0451542
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	1235	68.0%
0	578	31.8%
세탁기수	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1235	68.0%
0	578	31.8%
세탁기수	3	0.2%

yangsilcnt
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	972
0	843
양실수	1

Length

Max length	4
Median length	4
Mean length	2.6068282
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	972	53.5%
0	843	46.4%
양실수	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	972	53.5%
0	843	46.4%
양실수	1	0.1%

wmeipcnt
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1749
0	47
여성종사자수	15
2	2
1	1
Other values (2)	2

Length

Max length	6
Median length	4
Mean length	3.9306167
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>	1749	96.3%
0	47	2.6%
여성종사자수	15	0.8%
2	2	0.1%
1	1	0.1%
3	1	0.1%
5	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1749	96.3%
0	47	2.6%
여성종사자수	15	0.8%
2	2	0.1%
1	1	0.1%
3	1	0.1%
5	1	0.1%

yoksilcnt
Categorical

IMBALANCE

Distinct	19
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	639
0	592
2	472
6	28
4	27
Other values (14)	58

Length

Max length	4
Median length	1
Mean length	2.064978
Min length	1

Unique

Unique	6 ?
Unique (%)	0.3%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	2
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	639	35.2%
0	592	32.6%
2	472	26.0%
6	28	1.5%
4	27	1.5%
1	19	1.0%
8	13	0.7%
10	6	0.3%
3	5	0.3%
5	3	0.2%
Other values (9)	12	0.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	639	35.2%
0	592	32.6%
2	472	26.0%
6	28	1.5%
4	27	1.5%
1	19	1.0%
8	13	0.7%
10	6	0.3%
3	5	0.3%
5	3	0.2%
Other values (9)	12	0.7%

sntuptaenm
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

공동탕업	1537
목욕장업 기타	155
공동탕업+찜질시설서비스영업	78
한증막업	35
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.715859
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	공동탕업+찜질시설서비스영업
2nd row	한증막업
3rd row	공동탕업+찜질시설서비스영업
4th row	공동탕업+찜질시설서비스영업
5th row	공동탕업

Common Values

Value	Count	Frequency (%)
공동탕업	1537	84.6%
목욕장업 기타	155	8.5%
공동탕업+찜질시설서비스영업	78	4.3%
한증막업	35	1.9%
찜질시설서비스영업	11	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	1537	78.0%
목욕장업	155	7.9%
기타	155	7.9%
공동탕업+찜질시설서비스영업	78	4.0%
한증막업	35	1.8%
찜질시설서비스영업	11	0.6%

chaircnt
Categorical

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	972
0	842
의자수	1
2	1

Length

Max length	4
Median length	4
Mean length	2.6068282
Min length	1

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	972	53.5%
0	842	46.4%
의자수	1	0.1%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	972	53.5%
0	842	46.4%
의자수	1	0.1%
2	1	0.1%

cndpermstymd
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1791
조건부허가시작일자	24
20190501	1

Length

Max length	9
Median length	4
Mean length	4.0682819
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>	1791	98.6%
조건부허가시작일자	24	1.3%
20190501	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1791	98.6%
조건부허가시작일자	24	1.3%
20190501	1	0.1%

cndpermntwhy
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1791
조건부허가신고사유	24
건축과-16824(2019.4.15),가설건축물 존치기간연장 신고	1

Length

Max length	36
Median length	4
Mean length	4.0837004
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>	1791	98.6%
조건부허가신고사유	24	1.3%
건축과-16824(2019.4.15),가설건축물 존치기간연장 신고	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1791	98.5%
조건부허가신고사유	24	1.3%
건축과-16824(2019.4.15),가설건축물	1	0.1%
존치기간연장	1	0.1%
신고	1	0.1%

cndpermendymd
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1791
조건부허가종료일자	24
20210421	1

Length

Max length	9
Median length	4
Mean length	4.0682819
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>	1791	98.6%
조건부허가종료일자	24	1.3%
20210421	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1791	98.6%
조건부허가종료일자	24	1.3%
20210421	1	0.1%

abedcnt
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1262
0	550
침대수	4

Length

Max length	4
Median length	4
Mean length	3.089207
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	1262	69.5%
0	550	30.3%
침대수	4	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1262	69.5%
0	550	30.3%
침대수	4	0.2%

hanshilcnt
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	972
0	843
한실수	1

Length

Max length	4
Median length	4
Mean length	2.6068282
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	972	53.5%
0	843	46.4%
한실수	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	972	53.5%
0	843	46.4%
한실수	1	0.1%

rcvdryncnt
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1261
0	551
회수건조수	4

Length

Max length	5
Median length	4
Mean length	3.0919604
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	1261	69.4%
0	551	30.3%
회수건조수	4	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1261	69.4%
0	551	30.3%
회수건조수	4	0.2%

last_load_dttm
Date

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Minimum	2021-04-01 05:11:03
Maximum	2021-04-01 05:11:03

Histogram

Histogram with fixed size bins (bins=1)

First rows
Last rows

	skey	opnsfteamcode	mgtno	opnsvcid	updategbn	updatedt	opnsvcnm	bplcnm	sitepostno	sitewhladdr	rdnpostno	rdnwhladdr	apvpermymd	dcbymd	clgstdt	clgenddt	ropnymd	trdstatenm	dtlstatenm	x	y	lastmodts	uptaenm	sitetel	bdngownsenm	bdngjisgflrcnt	bdngunderflrcnt	maneipcnt	multusnupsoyn	balhansilyn	usejisgendflr	useunderendflr	usejisgstflr	useunderstflr	washmccnt	yangsilcnt	wmeipcnt	yoksilcnt	sntuptaenm	chaircnt	cndpermstymd	cndpermntwhy	cndpermendymd	abedcnt	hanshilcnt	rcvdryncnt	last_load_dttm
0	3	3250000	3250000-202-2002-00001	11_44_01_P	I	2018-08-31 23:59:59.0	<NA>	옥샘탕	600051	부산광역시 중구 창선동1가 9-9번지	48947	부산광역시 중구 광복로55번길 14-2 (창선동1가)	20020513	<NA>	<NA>	<NA>	<NA>	01	영업	385089.38491100000	180062.56761800000	20180724131551	공동탕업+찜질시설서비스영업	051-123-1234	<NA>	0	0	<NA>	N	N	0	0	0	0	0	0	<NA>	0	공동탕업+찜질시설서비스영업	0	<NA>	<NA>	<NA>	0	0	0	2021-04-01 05:11:03
1	4	3250000	3250000-202-1985-00156	11_44_01_P	I	2018-08-31 23:59:59.0	<NA>	금수탕	600816	부산광역시 중구 중앙동4가 78-2번지	48947	<NA>	19850409	20070612	<NA>	<NA>	<NA>	02	폐업	385793.29931	180910.386636	20041116000000	한증막업	051-123-1234	<NA>	<NA>	<NA>	<NA>	N	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	한증막업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:11:03
2	5	3250000	3250000-202-2001-00013	11_44_01_P	I	2018-08-31 23:59:59.0	<NA>	백록담	600091	부산광역시 중구 대청동1가 34-1번지	48947	<NA>	20011116	20120221	<NA>	<NA>	<NA>	02	폐업	385208.257554	180108.034984	20120227093749	공동탕업+찜질시설서비스영업	051-123-1234	<NA>	<NA>	<NA>	<NA>	N	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	공동탕업+찜질시설서비스영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:11:03
3	6	3250000	3250000-202-2007-00001	11_44_01_P	I	2018-08-31 23:59:59.0	<NA>	유나목욕탕	600061	부산광역시 중구 신창동1가 5-1번지 (5~8층)	48948	부산광역시 중구 광복중앙로 25 (신창동1가)	20070406	20140401	<NA>	<NA>	<NA>	02	폐업	385157.86566400000	180248.21457300000	20130208113918	공동탕업+찜질시설서비스영업	051-123-1234	자가	9	3	<NA>	N	Y	8	0	5	0	0	0	<NA>	2	공동탕업+찜질시설서비스영업	0	<NA>	<NA>	<NA>	0	0	0	2021-04-01 05:11:03
4	7	3250000	3250000-202-1988-00159	11_44_01_P	I	2018-08-31 23:59:59.0	<NA>	녹수탕	600062	부산광역시 중구 신창동2가 21-2번지	48947	부산광역시 중구 광복로43번길 12 (신창동2가)	19880913	<NA>	<NA>	<NA>	<NA>	01	영업	385086.62014400000	180119.33406400000	20130208111503	공동탕업	051-123-1234	임대	4	1	<NA>	N	N	4	0	2	0	0	0	<NA>	0	공동탕업	0	<NA>	<NA>	<NA>	0	0	0	2021-04-01 05:11:03
5	8	3250000	3250000-202-1960-00144	11_44_01_P	U	2018-11-30 02:40:00.0	목욕장업	금강스파	600808	부산광역시 중구 부평동3가 22-1번지 외 2필지	48976	부산광역시 중구 흑교로31번길 3-1 (부평동3가, 외 2필지)	19601210	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	384542.121201746	179994.202103898	20181128093116	공동탕업+찜질시설서비스영업	051-123-1234	<NA>	5	1	<NA>	N	N	5	1	5	1	0	0	<NA>	0	공동탕업+찜질시설서비스영업	0	<NA>	<NA>	<NA>	0	0	0	2021-04-01 05:11:03
6	9	3250000	3250000-202-2009-00001	11_44_01_P	I	2018-08-31 23:59:59.0	<NA>	오투(O2)	600046	부산광역시 중구 남포동6가 85번지 (10층)	48981	부산광역시 중구 비프광장로 20, 10층 (남포동6가)	20090223	20131227	<NA>	<NA>	<NA>	02	폐업	384892.63184400000	179895.51281700000	20130208114221	공동탕업+찜질시설서비스영업	051-123-1234	임대	10	4	<NA>	N	Y	10	0	10	0	0	0	<NA>	0	공동탕업+찜질시설서비스영업	0	<NA>	<NA>	<NA>	0	0	0	2021-04-01 05:11:03
7	10	3250000	3250000-202-1984-00154	11_44_01_P	I	2018-08-31 23:59:59.0	<NA>	영진사우나	600045	부산광역시 중구 남포동5가 88번지	48947	<NA>	19840201	20030703	<NA>	<NA>	<NA>	02	폐업	384910.466574	179447.226506	20030703000000	한증막업	051-123-1234	<NA>	<NA>	<NA>	<NA>	N	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	한증막업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:11:03
8	11	3250000	3250000-202-1984-00152	11_44_01_P	I	2018-08-31 23:59:59.0	<NA>	거북목욕탕	600110	부산광역시 중구 영주동 292-10번지	48916	부산광역시 중구 영주로 20 (영주동)	19840217	<NA>	<NA>	<NA>	<NA>	01	영업	385241.59002600000	181147.14017900000	20130208111357	공동탕업	051-123-1234	<NA>	0	0	<NA>	N	N	0	0	0	0	0	0	<NA>	0	공동탕업	0	<NA>	<NA>	<NA>	0	0	0	2021-04-01 05:11:03
9	12	3250000	3250000-202-1973-00150	11_44_01_P	I	2018-08-31 23:59:59.0	<NA>	부원탕	600101	부산광역시 중구 대창동1가 54-2번지	48947	<NA>	19730112	20051013	<NA>	<NA>	<NA>	02	폐업	<NA>	<NA>	20040531000000	공동탕업	051-123-1234	<NA>	<NA>	<NA>	<NA>	N	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:11:03

	skey	opnsfteamcode	mgtno	opnsvcid	updategbn	updatedt	opnsvcnm	bplcnm	sitepostno	sitewhladdr	rdnpostno	rdnwhladdr	apvpermymd	dcbymd	clgstdt	clgenddt	ropnymd	trdstatenm	dtlstatenm	x	y	lastmodts	uptaenm	sitetel	bdngownsenm	bdngjisgflrcnt	bdngunderflrcnt	maneipcnt	multusnupsoyn	balhansilyn	usejisgendflr	useunderendflr	usejisgstflr	useunderstflr	wmeipcnt	yoksilcnt	sntuptaenm	cndpermstymd	cndpermntwhy	cndpermendymd	last_load_dttm
1806	2097	3330000	3330000-202-2020-00001	11_44_01_P	U	2021-03-25 02:40:00.0	목욕장업	(주)호텔롯데 시그니엘 부산	612010	부산광역시 해운대구 중동 1829 엘시티	48099	부산광역시 해운대구 달맞이길 30, 포디움동 6층 602호 (중동, 엘시티)	20200624	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업	좌표정보(X)	좌표정보(Y)	20210323125848	목욕장업 기타	05192210000	건물소유구분명	0	0	0	N	N	사용끝지상층	사용끝지하층	사용시작지상층	사용시작지하층	0	6	목욕장업 기타	조건부허가시작일자	조건부허가신고사유	조건부허가종료일자	2021-04-01 05:11:03
1807	2100	3280000	3280000-202-2020-00001	11_44_01_P	U	2021-01-20 02:40:00.0	목욕장업	김천탕	606822	부산광역시 영도구 청학동 252-136	49014	부산광역시 영도구 청학로 62 (청학동)[*미고시]	20200703	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	387810.283167969	179178.742589729	20210118091801	목욕장업 기타	051 962 4011	<NA>	0	0	<NA>	N	Y	3	0	2	0	<NA>	2	목욕장업 기타	<NA>	<NA>	<NA>	2021-04-01 05:11:03
1808	2101	3280000	3280000-202-2020-00001	11_44_01_P	U	2021-01-20 02:40:00.0	목욕장업	김천탕	606822	부산광역시 영도구 청학동 252-136	49014	부산광역시 영도구 청학로 62 (청학동)[*미고시]	20200703	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	387810.283167969	179178.742589729	20210118091801	목욕장업 기타	051 962 4011	<NA>	0	0	<NA>	N	Y	3	0	2	0	<NA>	2	목욕장업 기타	<NA>	<NA>	<NA>	2021-04-01 05:11:03
1809	2102	3280000	3280000-202-2020-00001	11_44_01_P	U	2021-01-20 02:40:00.0	목욕장업	김천탕	606822	부산광역시 영도구 청학동 252-136	49014	부산광역시 영도구 청학로 62 (청학동)[*미고시]	20200703	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	387810.283167969	179178.742589729	20210118091801	목욕장업 기타	051 962 4011	<NA>	0	0	<NA>	N	Y	3	0	2	0	<NA>	2	목욕장업 기타	<NA>	<NA>	<NA>	2021-04-01 05:11:03
1810	2104	3290000	3290000-202-2020-00001	11_44_01_P	U	2020-08-08 02:40:00.0	목욕장업	우성스마트사우나	614859	부산광역시 부산진구 연지동 42-4 연지우성스마트시티뷰	47123	부산광역시 부산진구 동평로 269, 2층 201호 (연지동, 연지우성스마트시티뷰)	20200708	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	387301.611272345	187722.859663003	20200806111714	공동탕업	051-123-1234	<NA>	21	1	0	N	N	2	0	2	0	0	2	공동탕업	<NA>	<NA>	<NA>	2021-04-01 05:11:03
1811	2131	3310000	3310000-202-2020-00002	11_44_01_P	U	2020-10-15 02:40:00.0	목욕장업	(주)벽승 명성사우나	608830	부산광역시 남구 용당동 564-5 한신문화타운 2층	48535	부산광역시 남구 유엔평화로 150, 한신문화타운 2층 (용당동)	20200827	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	391103.422349355	182446.170472991	20201013154141	공동탕업	<NA>	자가	4	1	0	N	N	2	<NA>	2	<NA>	0	2	공동탕업	<NA>	<NA>	<NA>	2021-04-01 05:11:03
1812	2136	3330000	3330000-202-2020-00002	11_44_01_P	U	2021-01-27 02:40:00.0	목욕장업	(주)조선호텔앤리조트 그랜드조선 부산 사우나	612846	부산광역시 해운대구 중동 1405-16 그랜드 조선 부산	48099	부산광역시 해운대구 해운대해변로 292, 그랜드 조선 부산 6층 (중동)	20200908	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	397022.971550345	186692.06462196	20210125144914	목욕장업 기타	<NA>	<NA>	0	0	0	N	N	<NA>	<NA>	6	<NA>	0	6	목욕장업 기타	<NA>	<NA>	<NA>	2021-04-01 05:11:03
1813	2143	3400000	3400000-202-2020-00002	11_44_01_P	U	2021-02-04 02:40:00.0	목욕장업	월내탕	619951	부산광역시 기장군 장안읍 월내리 132-49	46037	부산광역시 기장군 장안읍 해맞이로 368, 3~4층	20200924	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	406982.053033795	205366.770002161	20210202173923	공동탕업	<NA>	<NA>	0	0	0	N	N	4	<NA>	3	<NA>	0	0	공동탕업	<NA>	<NA>	<NA>	2021-04-01 05:11:03
1814	2150	3270000	3270000-202-2020-00001	11_44_01_P	U	2020-11-12 02:40:00.0	목욕장업	주)더스포 현대백화점 부산점 별관 현대휘트니스	601803	부산광역시 동구 범일동 62-260	48734	부산광역시 동구 범일일길 47, 현대휘트니스센터 지하1층 (범일동)	20201013	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	387485.832510158	184380.861486194	20201110135045	공동탕업+찜질시설서비스영업	051 667 0098	<NA>	5	2	0	N	Y	<NA>	2	<NA>	2	0	4	공동탕업+찜질시설서비스영업	<NA>	<NA>	<NA>	2021-04-01 05:11:03
1815	2216	3290000	3290000-202-2021-00001	11_44_01_P	I	2021-03-18 00:22:59.0	목욕장업	약수탕	614842	부산광역시 부산진구 부전동 393-27	47248	부산광역시 부산진구 새싹로 50-1, 지하1층 (부전동)	20210316	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업	387262.574745332	186696.20317946	20210316155345	목욕장업 기타	전화번호	임대	5	1	0	N	N	사용끝지상층	1	사용시작지상층	1	0	0	목욕장업 기타	조건부허가시작일자	조건부허가신고사유	조건부허가종료일자	2021-04-01 05:11:03

Overview

Variables

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)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

Hangul

ASCII

CJK

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Number Forms

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Space Separator

Dash Punctuation