gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	1815
Missing cells	3433
Missing cells (%)	4.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	689.6 KiB
Average record size in memory	389.1 B

Variable types

Numeric	9
Text	8
Categorical	27
DateTime	1
Boolean	2

Dataset

Description	2021-03-01
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 (93.1%)	Imbalance
`clgenddt` is highly imbalanced (93.1%)	Imbalance
`ropnymd` is highly imbalanced (93.1%)	Imbalance
`uptaenm` is highly imbalanced (63.2%)	Imbalance
`maneipcnt` is highly imbalanced (90.8%)	Imbalance
`multusnupsoyn` is highly imbalanced (86.6%)	Imbalance
`useunderendflr` is highly imbalanced (58.1%)	Imbalance
`useunderstflr` is highly imbalanced (50.6%)	Imbalance
`wmeipcnt` is highly imbalanced (91.5%)	Imbalance
`sntuptaenm` is highly imbalanced (63.2%)	Imbalance
`cndpermstymd` is highly imbalanced (95.2%)	Imbalance
`cndpermntwhy` is highly imbalanced (95.2%)	Imbalance
`cndpermendymd` is highly imbalanced (95.2%)	Imbalance
`rdnwhladdr` has 618 (34.0%) missing values	Missing
`dcbymd` has 840 (46.3%) missing values	Missing
`x` has 75 (4.1%) missing values	Missing
`y` has 75 (4.1%) missing values	Missing
`bdngjisgflrcnt` has 464 (25.6%) missing values	Missing
`bdngunderflrcnt` has 705 (38.8%) missing values	Missing
`yoksilcnt` has 641 (35.3%) missing values	Missing
`skey` has unique values	Unique
`bdngjisgflrcnt` has 321 (17.7%) zeros	Zeros
`bdngunderflrcnt` has 509 (28.0%) zeros	Zeros
`yoksilcnt` has 590 (32.5%) zeros	Zeros

Reproduction

Analysis started	2024-04-16 08:11:23.306391
Analysis finished	2024-04-16 08:11:24.212015
Duration	0.91 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Real number (ℝ)

UNIQUE

Distinct	1815
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	913.05069

Minimum	3
Maximum	2150
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	3
5-th percentile	93.7
Q1	456.5
median	910
Q3	1363.5
95-th percentile	1726.3
Maximum	2150
Range	2147
Interquartile range (IQR)	907

Descriptive statistics

Standard deviation	530.00889
Coefficient of variation (CV)	0.58048135
Kurtosis	-1.1102675
Mean	913.05069
Median Absolute Deviation (MAD)	454
Skewness	0.047715113
Sum	1657187
Variance	280909.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	1	0.1%
1194	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%
1213	1	0.1%
Other values (1805)	1805	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 (%)
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%
2095	1	0.1%

opnsfteamcode
Real number (ℝ)

Distinct	16
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3323002.8

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	39911.251
Coefficient of variation (CV)	0.012010598
Kurtosis	-0.91112888
Mean	3323002.8
Median Absolute Deviation (MAD)	30000
Skewness	0.13424002
Sum	6.03125 × 10⁹
Variance	1.5929079 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	221	12.2%
3340000	171	9.4%
3300000	164	9.0%
3330000	159	8.8%
3310000	148	8.2%
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	221	12.2%
3300000	164	9.0%
3310000	148	8.2%
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	8.2%

mgtno
Text

Distinct	1806
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	39930
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	1801 ?
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 (%)
3360000-202-2019-00003	3	0.2%
3310000-202-2020-00001	3	0.2%
3350000-202-2019-00001	3	0.2%
3280000-202-2020-00001	3	0.2%
3370000-202-2018-00003	2	0.1%
3340000-202-1996-00553	1	0.1%
3340000-202-1978-00421	1	0.1%
3340000-202-1989-00041	1	0.1%
3340000-202-2003-00005	1	0.1%
3340000-202-2000-01140	1	0.1%
Other values (1796)	1796	99.0%

Most occurring characters

Value	Count	Frequency (%)
0	15391	38.5%
2	5647	14.1%
-	5445	13.6%
3	3940	9.9%
1	2746	6.9%
9	2541	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	34485	86.4%
Dash Punctuation	5445	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15391	44.6%
2	5647	16.4%
3	3940	11.4%
1	2746	8.0%
9	2541	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 (%)
-	5445	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	39930	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15391	38.5%
2	5647	14.1%
-	5445	13.6%
3	3940	9.9%
1	2746	6.9%
9	2541	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	39930	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15391	38.5%
2	5647	14.1%
-	5445	13.6%
3	3940	9.9%
1	2746	6.9%
9	2541	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	1815

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	1815	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11_44_01_p	1815	100.0%

updategbn
Categorical

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

I	1541
U	274

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	1541	84.9%
U	274	15.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1541	84.9%
u	274	15.1%

updatedt
Date

Distinct	184
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-02-27 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>	1534
목욕장업	281

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>	1534	84.5%
목욕장업	281	15.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1534	84.5%
목욕장업	281	15.5%

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	4.138292
Min length	2

Characters and Unicode

Total characters	7511
Distinct characters	385
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%
제일탕	13	0.7%
정수탕	13	0.7%
Other values (1191)	1799	91.4%

Most occurring characters

Value	Count	Frequency (%)
탕	1367	18.2%
수	300	4.0%
천	226	3.0%
대	181	2.4%
우	177	2.4%
사	165	2.2%
나	155	2.1%
	154	2.1%
동	122	1.6%
성	117	1.6%
Other values (375)	4547	60.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7229	96.2%
Space Separator	154	2.1%
Close Punctuation	40	0.5%
Open Punctuation	37	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	1367	18.9%
수	300	4.1%
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%
스	112	1.5%
Other values (351)	4307	59.6%

Uppercase Letter

Value	Count	Frequency (%)
G	5	25.0%
L	4	20.0%
M	2	10.0%
O	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 (%)
n	2	28.6%
o	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 (%)
	154	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	40	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	37	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7228	96.2%
Common	255	3.4%
Latin	27	0.4%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	1367	18.9%
수	300	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%
스	112	1.5%
Other values (350)	4306	59.6%

Latin

Value	Count	Frequency (%)
G	5	18.5%
L	4	14.8%
M	2	7.4%
n	2	7.4%
o	2	7.4%
O	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 (%)
	154	60.4%
)	40	15.7%
(	37	14.5%
2	11	4.3%
4	9	3.5%
-	2	0.8%
,	1	0.4%
.	1	0.4%

Han

Value	Count	Frequency (%)
愛	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7228	96.2%
ASCII	282	3.8%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	1367	18.9%
수	300	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%
스	112	1.5%
Other values (350)	4306	59.6%

ASCII

Value	Count	Frequency (%)
	154	54.6%
)	40	14.2%
(	37	13.1%
2	11	3.9%
4	9	3.2%
G	5	1.8%
L	4	1.4%
M	2	0.7%
n	2	0.7%
o	2	0.7%
Other values (14)	16	5.7%

CJK

Value	Count	Frequency (%)
愛	1	100.0%

sitepostno
Real number (ℝ)

Distinct	629
Distinct (%)	34.8%
Missing	5
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	610432.57

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	606812.5
median	611781
Q3	614820
95-th percentile	617834
Maximum	619953
Range	19942
Interquartile range (IQR)	8007.5

Descriptive statistics

Standard deviation	5157.3185
Coefficient of variation (CV)	0.0084486292
Kurtosis	-0.91043145
Mean	610432.57
Median Absolute Deviation (MAD)	3942.5
Skewness	-0.20716839
Sum	1.104883 × 10⁹
Variance	26597934
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%
608828	10	0.6%
608808	10	0.6%
607833	10	0.6%
614822	10	0.6%
607826	9	0.5%
613805	9	0.5%
613832	9	0.5%
Other values (619)	1704	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	1724
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	55
Median length	49
Mean length	24.627548
Min length	17

Characters and Unicode

Total characters	44699
Distinct characters	271
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	1649 ?
Unique (%)	90.9%

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	1815	22.4%
t통b반	335	4.1%
부산진구	221	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 (2140)	4702	58.2%

Most occurring characters

Value	Count	Frequency (%)
	8057	18.0%
산	2164	4.8%
부	2158	4.8%
동	2112	4.7%
1	1909	4.3%
광	1885	4.2%
구	1836	4.1%
시	1828	4.1%
역	1817	4.1%
지	1759	3.9%
Other values (261)	19174	42.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	25224	56.4%
Decimal Number	8804	19.7%
Space Separator	8057	18.0%
Dash Punctuation	1687	3.8%
Uppercase Letter	683	1.5%
Other Punctuation	114	0.3%
Close Punctuation	61	0.1%
Open 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	2164	8.6%
부	2158	8.6%
동	2112	8.4%
광	1885	7.5%
구	1836	7.3%
시	1828	7.2%
역	1817	7.2%
지	1759	7.0%
번	1689	6.7%
반	386	1.5%
Other values (235)	7590	30.1%

Decimal Number

Value	Count	Frequency (%)
1	1909	21.7%
2	1139	12.9%
3	990	11.2%
4	890	10.1%
5	785	8.9%
6	685	7.8%
7	648	7.4%
8	609	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%
W	1	0.1%
I	1	0.1%
G	1	0.1%
L	1	0.1%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	8057	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1687	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	61	100.0%

Open 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	25224	56.4%
Common	18791	42.0%
Latin	684	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2164	8.6%
부	2158	8.6%
동	2112	8.4%
광	1885	7.5%
구	1836	7.3%
시	1828	7.2%
역	1817	7.2%
지	1759	7.0%
번	1689	6.7%
반	386	1.5%
Other values (235)	7590	30.1%

Common

Value	Count	Frequency (%)
	8057	42.9%
1	1909	10.2%
-	1687	9.0%
2	1139	6.1%
3	990	5.3%
4	890	4.7%
5	785	4.2%
6	685	3.6%
7	648	3.4%
8	609	3.2%
Other values (8)	1392	7.4%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	25224	56.4%
ASCII	19474	43.6%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8057	41.4%
1	1909	9.8%
-	1687	8.7%
2	1139	5.8%
3	990	5.1%
4	890	4.6%
5	785	4.0%
6	685	3.5%
7	648	3.3%
8	609	3.1%
Other values (15)	2075	10.7%

Hangul

Value	Count	Frequency (%)
산	2164	8.6%
부	2158	8.6%
동	2112	8.4%
광	1885	7.5%
구	1836	7.3%
시	1828	7.2%
역	1817	7.2%
지	1759	7.0%
번	1689	6.7%
반	386	1.5%
Other values (235)	7590	30.1%

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	48267.839

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	46317.7
Q1	47567.5
median	48815
Q3	48947
95-th percentile	49323.3
Maximum	49523
Range	3521
Interquartile range (IQR)	1379.5

Descriptive statistics

Standard deviation	935.89115
Coefficient of variation (CV)	0.019389539
Kurtosis	-0.54870799
Mean	48267.839
Median Absolute Deviation (MAD)	394
Skewness	-0.84195123
Sum	87606127
Variance	875892.24
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%
46327	5	0.3%
47248	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	60.6%

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	1174
Distinct (%)	98.1%
Missing	618
Missing (%)	34.0%
Memory size	14.3 KiB

Length

Max length	59
Median length	50
Mean length	27.452799
Min length	20

Characters and Unicode

Total characters	32861
Distinct characters	331
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	1157 ?
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	1197	19.1%
부산진구	153	2.4%
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 (1709)	4201	67.1%

Most occurring characters

Value	Count	Frequency (%)
	5069	15.4%
동	1519	4.6%
부	1451	4.4%
산	1450	4.4%
광	1264	3.8%
시	1256	3.8%
구	1226	3.7%
역	1200	3.7%
(	1182	3.6%
)	1182	3.6%
Other values (321)	16062	48.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19798	60.2%
Space Separator	5069	15.4%
Decimal Number	5059	15.4%
Open Punctuation	1185	3.6%
Close Punctuation	1185	3.6%
Other Punctuation	343	1.0%
Dash Punctuation	198	0.6%
Math Symbol	12	< 0.1%
Uppercase Letter	11	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1519	7.7%
부	1451	7.3%
산	1450	7.3%
광	1264	6.4%
시	1256	6.3%
구	1226	6.2%
역	1200	6.1%
로	1141	5.8%
길	709	3.6%
번	667	3.4%
Other values (293)	7915	40.0%

Decimal Number

Value	Count	Frequency (%)
1	1142	22.6%
2	722	14.3%
3	626	12.4%
5	441	8.7%
4	435	8.6%
6	392	7.7%
0	377	7.5%
7	353	7.0%
9	287	5.7%
8	284	5.6%

Uppercase Letter

Value	Count	Frequency (%)
B	4	36.4%
A	4	36.4%
I	1	9.1%
W	1	9.1%
G	1	9.1%

Other Punctuation

Value	Count	Frequency (%)
,	337	98.3%
*	3	0.9%
.	2	0.6%
@	1	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	1182	99.7%
[	3	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	1182	99.7%
]	3	0.3%

Math Symbol

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

Space Separator

Value	Count	Frequency (%)
	5069	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	198	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19798	60.2%
Common	13051	39.7%
Latin	12	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1519	7.7%
부	1451	7.3%
산	1450	7.3%
광	1264	6.4%
시	1256	6.3%
구	1226	6.2%
역	1200	6.1%
로	1141	5.8%
길	709	3.6%
번	667	3.4%
Other values (293)	7915	40.0%

Common

Value	Count	Frequency (%)
	5069	38.8%
(	1182	9.1%
)	1182	9.1%
1	1142	8.8%
2	722	5.5%
3	626	4.8%
5	441	3.4%
4	435	3.3%
6	392	3.0%
0	377	2.9%
Other values (12)	1483	11.4%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19798	60.2%
ASCII	13061	39.7%
Number Forms	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5069	38.8%
(	1182	9.0%
)	1182	9.0%
1	1142	8.7%
2	722	5.5%
3	626	4.8%
5	441	3.4%
4	435	3.3%
6	392	3.0%
0	377	2.9%
Other values (16)	1493	11.4%

Hangul

Value	Count	Frequency (%)
동	1519	7.7%
부	1451	7.3%
산	1450	7.3%
광	1264	6.4%
시	1256	6.3%
구	1226	6.2%
역	1200	6.1%
로	1141	5.8%
길	709	3.6%
번	667	3.4%
Other values (293)	7915	40.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

None

Value	Count	Frequency (%)
～	1	100.0%

apvpermymd
Real number (ℝ)

Distinct	1521
Distinct (%)	83.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19910120

Minimum	19540131
Maximum	20201013
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	19540131
5-th percentile	19700483
Q1	19830516
median	19901201
Q3	20010322
95-th percentile	20103892
Maximum	20201013
Range	660882
Interquartile range (IQR)	179805.5

Descriptive statistics

Standard deviation	123302.36
Coefficient of variation (CV)	0.0061929491
Kurtosis	-0.35712397
Mean	19910120
Median Absolute Deviation (MAD)	80899
Skewness	-0.05323414
Sum	3.6136868 × 10¹⁰
Variance	1.5203472 × 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%
19960710	6	0.3%
19971227	6	0.3%
20030115	5	0.3%
20000420	5	0.3%
19820928	5	0.3%
19830304	5	0.3%
19630610	4	0.2%
Other values (1511)	1747	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 (%)
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%
20191211	1	0.1%

dcbymd
Text

MISSING

Distinct	808
Distinct (%)	82.9%
Missing	840
Missing (%)	46.3%
Memory size	14.3 KiB

Length

Max length	8
Median length	8
Mean length	7.9466667
Min length	4

Characters and Unicode

Total characters	7748
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	696 ?
Unique (%)	71.4%

Sample

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

Value	Count	Frequency (%)
폐업일자	13	1.3%
20050121	12	1.2%
20051017	7	0.7%
20001130	7	0.7%
20170310	5	0.5%
20030401	5	0.5%
20030122	4	0.4%
20141030	4	0.4%
20120621	4	0.4%
20051019	3	0.3%
Other values (798)	911	93.4%

Most occurring characters

Value	Count	Frequency (%)
0	2601	33.6%
2	1587	20.5%
1	1395	18.0%
9	355	4.6%
3	345	4.5%
7	299	3.9%
5	293	3.8%
6	280	3.6%
8	277	3.6%
4	264	3.4%
Other values (4)	52	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7696	99.3%
Other Letter	52	0.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2601	33.8%
2	1587	20.6%
1	1395	18.1%
9	355	4.6%
3	345	4.5%
7	299	3.9%
5	293	3.8%
6	280	3.6%
8	277	3.6%
4	264	3.4%

Other Letter

Value	Count	Frequency (%)
폐	13	25.0%
업	13	25.0%
일	13	25.0%
자	13	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7696	99.3%
Hangul	52	0.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2601	33.8%
2	1587	20.6%
1	1395	18.1%
9	355	4.6%
3	345	4.5%
7	299	3.9%
5	293	3.8%
6	280	3.6%
8	277	3.6%
4	264	3.4%

Hangul

Value	Count	Frequency (%)
폐	13	25.0%
업	13	25.0%
일	13	25.0%
자	13	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7696	99.3%
Hangul	52	0.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2601	33.8%
2	1587	20.6%
1	1395	18.1%
9	355	4.6%
3	345	4.5%
7	299	3.9%
5	293	3.8%
6	280	3.6%
8	277	3.6%
4	264	3.4%

Hangul

Value	Count	Frequency (%)
폐	13	25.0%
업	13	25.0%
일	13	25.0%
자	13	25.0%

clgstdt
Categorical

IMBALANCE

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

<NA>	1800
휴업시작일자	15

Length

Max length	6
Median length	4
Mean length	4.0165289
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>	1800	99.2%
휴업시작일자	15	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1800	99.2%
휴업시작일자	15	0.8%

clgenddt
Categorical

IMBALANCE

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

<NA>	1800
휴업종료일자	15

Length

Max length	6
Median length	4
Mean length	4.0165289
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>	1800	99.2%
휴업종료일자	15	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1800	99.2%
휴업종료일자	15	0.8%

ropnymd
Categorical

IMBALANCE

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

<NA>	1800
재개업일자	15

Length

Max length	5
Median length	4
Mean length	4.0082645
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>	1800	99.2%
재개업일자	15	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1800	99.2%
재개업일자	15	0.8%

trdstatenm
Categorical

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

02	925
01	609
영업/정상	242
폐업	37
<NA>	2

Length

Max length	5
Median length	2
Mean length	2.4022039
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	51.0%
01	609	33.6%
영업/정상	242	13.3%
폐업	37	2.0%
<NA>	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
02	925	51.0%
01	609	33.6%
영업/정상	242	13.3%
폐업	37	2.0%
na	2	0.1%

dtlstatenm
Categorical

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

폐업	962
영업	853

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	962	53.0%
영업	853	47.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	962	53.0%
영업	853	47.0%

x
Text

MISSING

Distinct	1670
Distinct (%)	96.0%
Missing	75
Missing (%)	4.1%
Memory size	14.3 KiB

Length

Max length	20
Median length	20
Mean length	19.992529
Min length	7

Characters and Unicode

Total characters	34787
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	1613 ?
Unique (%)	92.7%

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%
386501.470234	3	0.2%
390237.659277726	3	0.2%
370674.351397752	3	0.2%
386099.535234	3	0.2%
391906.711100	3	0.2%
378667.112847	2	0.1%
Other values (1660)	1707	98.1%

Most occurring characters

Value	Count	Frequency (%)
	6744	19.4%
0	6385	18.4%
3	3521	10.1%
8	2860	8.2%
9	2514	7.2%
7	1929	5.5%
2	1860	5.3%
4	1829	5.3%
1	1812	5.2%
5	1794	5.2%
Other values (9)	3539	10.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26297	75.6%
Space Separator	6744	19.4%
Other Punctuation	1739	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	6385	24.3%
3	3521	13.4%
8	2860	10.9%
9	2514	9.6%
7	1929	7.3%
2	1860	7.1%
4	1829	7.0%
1	1812	6.9%
5	1794	6.8%
6	1793	6.8%

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 (%)
	6744	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1739	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	34782	> 99.9%
Hangul	4	< 0.1%
Latin	1	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	6744	19.4%
0	6385	18.4%
3	3521	10.1%
8	2860	8.2%
9	2514	7.2%
7	1929	5.5%
2	1860	5.3%
4	1829	5.3%
1	1812	5.2%
5	1794	5.2%
Other values (4)	3534	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	34783	> 99.9%
Hangul	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6744	19.4%
0	6385	18.4%
3	3521	10.1%
8	2860	8.2%
9	2514	7.2%
7	1929	5.5%
2	1860	5.3%
4	1829	5.3%
1	1812	5.2%
5	1794	5.2%
Other values (5)	3535	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 (%)	96.0%
Missing	75
Missing (%)	4.1%
Memory size	14.3 KiB

Length

Max length	20
Median length	20
Mean length	19.992529
Min length	7

Characters and Unicode

Total characters	34787
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	1613 ?
Unique (%)	92.7%

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%
189887.738381	3	0.2%
195579.465881184	3	0.2%
184448.198703368	3	0.2%
181890.404844	3	0.2%
189495.497384	3	0.2%
181019.683831	2	0.1%
Other values (1660)	1707	98.1%

Most occurring characters

Value	Count	Frequency (%)
	6732	19.4%
0	6342	18.2%
1	3547	10.2%
8	2767	8.0%
9	2399	6.9%
7	2237	6.4%
6	1864	5.4%
4	1833	5.3%
3	1831	5.3%
2	1748	5.0%
Other values (9)	3487	10.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26309	75.6%
Space Separator	6732	19.4%
Other Punctuation	1739	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	6342	24.1%
1	3547	13.5%
8	2767	10.5%
9	2399	9.1%
7	2237	8.5%
6	1864	7.1%
4	1833	7.0%
3	1831	7.0%
2	1748	6.6%
5	1741	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 (%)
	6732	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1739	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	34782	> 99.9%
Hangul	4	< 0.1%
Latin	1	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	6732	19.4%
0	6342	18.2%
1	3547	10.2%
8	2767	8.0%
9	2399	6.9%
7	2237	6.4%
6	1864	5.4%
4	1833	5.3%
3	1831	5.3%
2	1748	5.0%
Other values (4)	3482	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	34783	> 99.9%
Hangul	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6732	19.4%
0	6342	18.2%
1	3547	10.2%
8	2767	8.0%
9	2399	6.9%
7	2237	6.4%
6	1864	5.4%
4	1833	5.3%
3	1831	5.3%
2	1748	5.0%
Other values (5)	3483	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	1482
Distinct (%)	81.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0112594 × 10¹³

Minimum	1.999021 × 10¹³
Maximum	2.0210225 × 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	2.0120905 × 10¹³
Q3	2.0170412 × 10¹³
95-th percentile	2.0200915 × 10¹³
Maximum	2.0210225 × 10¹³
Range	2.2001515 × 10¹¹
Interquartile range (IQR)	1.2920414 × 10¹¹

Descriptive statistics

Standard deviation	6.3514292 × 10¹⁰
Coefficient of variation (CV)	0.0031579363
Kurtosis	-1.3127751
Mean	2.0112594 × 10¹³
Median Absolute Deviation (MAD)	5.9604058 × 10¹⁰
Skewness	-0.20091306
Sum	3.6504358 × 10¹⁶
Variance	4.0340653 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030409000000	29	1.6%
20020418000000	27	1.5%
20040318000000	16	0.9%
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 (1472)	1667	91.8%

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 (%)
20210225153932	1	0.1%
20210224092430	1	0.1%
20210218140116	1	0.1%
20210218113852	1	0.1%
20210208111352	1	0.1%
20210208111312	1	0.1%
20210208105516	1	0.1%
20210208101335	1	0.1%
20210203110646	1	0.1%
20210202173923	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	154
공동탕업+찜질시설서비스영업	78
한증막업	35
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7146006
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	84.7%
목욕장업 기타	154	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	78.1%
목욕장업	154	7.8%
기타	154	7.8%
공동탕업+찜질시설서비스영업	78	4.0%
한증막업	35	1.8%
찜질시설서비스영업	11	0.6%

sitetel
Text

Distinct	66
Distinct (%)	3.7%
Missing	8
Missing (%)	0.4%
Memory size	14.3 KiB

Length

Max length	12
Median length	12
Mean length	11.980631
Min length	7

Characters and Unicode

Total characters	21649
Distinct characters	12
Distinct categories	3 ?
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	63 ?
Unique (%)	3.5%

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	1739	91.1%
051	64	3.4%
962	3	0.2%
4011	3	0.2%
667	2	0.1%
271	2	0.1%
7667	2	0.1%
204	2	0.1%
997	1	0.1%
338	1	0.1%
Other values (89)	89	4.7%

Most occurring characters

Value	Count	Frequency (%)
1	5340	24.7%
2	3525	16.3%
3	3524	16.3%
-	3478	16.1%
0	1867	8.6%
5	1848	8.5%
4	1778	8.2%
	103	0.5%
6	53	0.2%
9	49	0.2%
Other values (2)	84	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18068	83.5%
Dash Punctuation	3478	16.1%
Space Separator	103	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	5340	29.6%
2	3525	19.5%
3	3524	19.5%
0	1867	10.3%
5	1848	10.2%
4	1778	9.8%
6	53	0.3%
9	49	0.3%
7	44	0.2%
8	40	0.2%

Dash Punctuation

Value	Count	Frequency (%)
-	3478	100.0%

Space Separator

Value	Count	Frequency (%)
	103	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21649	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	5340	24.7%
2	3525	16.3%
3	3524	16.3%
-	3478	16.1%
0	1867	8.6%
5	1848	8.5%
4	1778	8.2%
	103	0.5%
6	53	0.2%
9	49	0.2%
Other values (2)	84	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21649	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	5340	24.7%
2	3525	16.3%
3	3524	16.3%
-	3478	16.1%
0	1867	8.6%
5	1848	8.5%
4	1778	8.2%
	103	0.5%
6	53	0.2%
9	49	0.2%
Other values (2)	84	0.4%

bdngownsenm
Categorical

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

<NA>	1405
자가	273
임대	127
건물소유구분명	10

Length

Max length	7
Median length	4
Mean length	3.5757576
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>	1405	77.4%
자가	273	15.0%
임대	127	7.0%
건물소유구분명	10	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1405	77.4%
자가	273	15.0%
임대	127	7.0%
건물소유구분명	10	0.6%

bdngjisgflrcnt
Real number (ℝ)

MISSING ZEROS

Distinct	33
Distinct (%)	2.4%
Missing	464
Missing (%)	25.6%
Infinite	0
Infinite (%)	0.0%
Mean	3.8327165

Minimum	0
Maximum	42
Zeros	321
Zeros (%)	17.7%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	5
95-th percentile	10
Maximum	42
Range	42
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.4399027
Coefficient of variation (CV)	1.1584219
Kurtosis	16.277461
Mean	3.8327165
Median Absolute Deviation (MAD)	2
Skewness	3.3094555
Sum	5178
Variance	19.712736
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	321	17.7%
3	300	16.5%
4	208	11.5%
2	133	7.3%
5	132	7.3%
6	51	2.8%
7	48	2.6%
8	29	1.6%
1	25	1.4%
9	20	1.1%
Other values (23)	84	4.6%
(Missing)	464	25.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	321	17.7%
1	25	1.4%
2	133	7.3%
3	300	16.5%
4	208	11.5%
5	132	7.3%
6	51	2.8%
7	48	2.6%
8	29	1.6%
9	20	1.1%

Value	Count	Frequency (%)
42	1	0.1%
37	1	0.1%
34	1	0.1%
33	1	0.1%
32	1	0.1%
30	1	0.1%
29	1	0.1%
28	3	0.2%
27	1	0.1%
25	2	0.1%

bdngunderflrcnt
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.7%
Missing	705
Missing (%)	38.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.78468468

Minimum	0
Maximum	7
Zeros	509
Zeros (%)	28.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	3
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0400196
Coefficient of variation (CV)	1.3253981
Kurtosis	7.6567211
Mean	0.78468468
Median Absolute Deviation (MAD)	1
Skewness	2.3568018
Sum	871
Variance	1.0816408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	509	28.0%
1	460	25.3%
2	77	4.2%
3	29	1.6%
4	16	0.9%
5	9	0.5%
6	9	0.5%
7	1	0.1%
(Missing)	705	38.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	509	28.0%
1	460	25.3%
2	77	4.2%
3	29	1.6%
4	16	0.9%
5	9	0.5%
6	9	0.5%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
6	9	0.5%
5	9	0.5%
4	16	0.9%
3	29	1.6%
2	77	4.2%
1	460	25.3%
0	509	28.0%

maneipcnt
Categorical

IMBALANCE

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

<NA>	1757
0	46
남성종사자수	7
1	3
4	1

Length

Max length	6
Median length	4
Mean length	3.923416
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>	1757	96.8%
0	46	2.5%
남성종사자수	7	0.4%
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	1757	96.8%
0	46	2.5%
남성종사자수	7	0.4%
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	1781
True	34

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1781	98.1%
True	34	1.9%

balhansilyn
Boolean

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

False	1359
True	454
(Missing)	2

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1359	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>	796
2	383
3	208
0	155
1	92
Other values (9)	181

Length

Max length	6
Median length	1
Mean length	2.3261708
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>	796	43.9%
2	383	21.1%
3	208	11.5%
0	155	8.5%
1	92	5.1%
4	84	4.6%
5	48	2.6%
6	21	1.2%
7	11	0.6%
8	5	0.3%
Other values (4)	12	0.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	796	43.9%
2	383	21.1%
3	208	11.5%
0	155	8.5%
1	92	5.1%
4	84	4.6%
5	48	2.6%
6	21	1.2%
7	11	0.6%
8	5	0.3%
Other values (4)	12	0.7%

useunderendflr
Categorical

IMBALANCE

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

<NA>	1240
0	478
1	68
2	21
사용끝지하층	4
Other values (2)	4

Length

Max length	6
Median length	4
Mean length	3.0606061
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>	1240	68.3%
0	478	26.3%
1	68	3.7%
2	21	1.2%
사용끝지하층	4	0.2%
3	3	0.2%
4	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1240	68.3%
0	478	26.3%
1	68	3.7%
2	21	1.2%
사용끝지하층	4	0.2%
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>	655
1	368
0	325
2	302
3	79
Other values (7)	86

Length

Max length	7
Median length	1
Mean length	2.0909091
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>	655	36.1%
1	368	20.3%
0	325	17.9%
2	302	16.6%
3	79	4.4%
4	42	2.3%
5	20	1.1%
6	13	0.7%
8	4	0.2%
10	3	0.2%
Other values (2)	4	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	655	36.1%
1	368	20.3%
0	325	17.9%
2	302	16.6%
3	79	4.4%
4	42	2.3%
5	20	1.1%
6	13	0.7%
8	4	0.2%
10	3	0.2%
Other values (2)	4	0.2%

useunderstflr
Categorical

IMBALANCE

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

<NA>	978
0	742
1	79
2	9
사용시작지하층	4

Length

Max length	7
Median length	4
Mean length	2.6297521
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>	978	53.9%
0	742	40.9%
1	79	4.4%
2	9	0.5%
사용시작지하층	4	0.2%
3	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	978	53.9%
0	742	40.9%
1	79	4.4%
2	9	0.5%
사용시작지하층	4	0.2%
3	3	0.2%

washmccnt
Categorical

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

<NA>	1243
0	572

Length

Max length	4
Median length	4
Mean length	3.0545455
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>	1243	68.5%
0	572	31.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1243	68.5%
0	572	31.5%

yangsilcnt
Categorical

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

<NA>	976
0	839

Length

Max length	4
Median length	4
Mean length	2.6132231
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>	976	53.8%
0	839	46.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	976	53.8%
0	839	46.2%

wmeipcnt
Categorical

IMBALANCE

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

<NA>	1757
0	46
여성종사자수	7
2	2
1	1
Other values (2)	2

Length

Max length	6
Median length	4
Mean length	3.923416
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>	1757	96.8%
0	46	2.5%
여성종사자수	7	0.4%
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	1757	96.8%
0	46	2.5%
여성종사자수	7	0.4%
2	2	0.1%
1	1	0.1%
3	1	0.1%
5	1	0.1%

yoksilcnt
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	1.4%
Missing	641
Missing (%)	35.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.3620102

Minimum	0
Maximum	26
Zeros	590
Zeros (%)	32.5%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	26
Range	26
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1695297
Coefficient of variation (CV)	1.592888
Kurtosis	31.024572
Mean	1.3620102
Median Absolute Deviation (MAD)	0
Skewness	4.3037022
Sum	1599
Variance	4.706859
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	590	32.5%
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%
18	2	0.1%
Other values (7)	9	0.5%
(Missing)	641	35.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	590	32.5%
1	19	1.0%
2	472	26.0%
3	5	0.3%
4	27	1.5%
5	3	0.2%
6	28	1.5%
8	13	0.7%
9	2	0.1%
10	6	0.3%

Value	Count	Frequency (%)
26	1	0.1%
22	1	0.1%
18	2	0.1%
15	1	0.1%
14	1	0.1%
12	2	0.1%
11	1	0.1%
10	6	0.3%
9	2	0.1%
8	13	0.7%

sntuptaenm
Categorical

IMBALANCE

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

공동탕업	1537
목욕장업 기타	154
공동탕업+찜질시설서비스영업	78
한증막업	35
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7146006
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	84.7%
목욕장업 기타	154	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	78.1%
목욕장업	154	7.8%
기타	154	7.8%
공동탕업+찜질시설서비스영업	78	4.0%
한증막업	35	1.8%
찜질시설서비스영업	11	0.6%

chaircnt
Categorical

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

<NA>	976
0	838
2	1

Length

Max length	4
Median length	4
Mean length	2.6132231
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>	976	53.8%
0	838	46.2%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	976	53.8%
0	838	46.2%
2	1	0.1%

cndpermstymd
Categorical

IMBALANCE

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

<NA>	1799
조건부허가시작일자	15
20190501	1

Length

Max length	9
Median length	4
Mean length	4.0435262
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>	1799	99.1%
조건부허가시작일자	15	0.8%
20190501	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1799	99.1%
조건부허가시작일자	15	0.8%
20190501	1	0.1%

cndpermntwhy
Categorical

IMBALANCE

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

<NA>	1799
조건부허가신고사유	15
건축과-16824(2019.4.15),가설건축물 존치기간연장 신고	1

Length

Max length	36
Median length	4
Mean length	4.0589532
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>	1799	99.1%
조건부허가신고사유	15	0.8%
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	1799	99.0%
조건부허가신고사유	15	0.8%
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>	1799
조건부허가종료일자	15
20210421	1

Length

Max length	9
Median length	4
Mean length	4.0435262
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>	1799	99.1%
조건부허가종료일자	15	0.8%
20210421	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1799	99.1%
조건부허가종료일자	15	0.8%
20210421	1	0.1%

abedcnt
Categorical

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

<NA>	1270
0	544
침대수	1

Length

Max length	4
Median length	4
Mean length	3.1002755
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>	1270	70.0%
0	544	30.0%
침대수	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1270	70.0%
0	544	30.0%
침대수	1	0.1%

hanshilcnt
Categorical

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

<NA>	976
0	839

Length

Max length	4
Median length	4
Mean length	2.6132231
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>	976	53.8%
0	839	46.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	976	53.8%
0	839	46.2%

rcvdryncnt
Categorical

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

<NA>	1269
0	545
회수건조수	1

Length

Max length	5
Median length	4
Mean length	3.0997245
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>	1269	69.9%
0	545	30.0%
회수건조수	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1269	69.9%
0	545	30.0%
회수건조수	1	0.1%

last_load_dttm
Categorical

CONSTANT

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

2021-03-01 05:11:03	1815

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021-03-01 05:11:03
2nd row	2021-03-01 05:11:03
3rd row	2021-03-01 05:11:03
4th row	2021-03-01 05:11:03
5th row	2021-03-01 05:11:03

Common Values

Value	Count	Frequency (%)
2021-03-01 05:11:03	1815	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021-03-01	1815	50.0%
05:11:03	1815	50.0%

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	2021-03-01 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>	2021-03-01 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>	2021-03-01 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	2021-03-01 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	2021-03-01 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	2021-03-01 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	2021-03-01 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>	2021-03-01 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	2021-03-01 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>	2021-03-01 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
1805	2095	3310000	3310000-202-2020-00001	11_44_01_P	I	2020-06-21 00:23:27.0	목욕장업	문화불한증막	608812	부산광역시 남구 대연동 735-7번지 지하1층	48531	부산광역시 남구 유엔평화로 111, 지하1층 (대연동)	20200619	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	390974.056399381	182797.894969615	20200619150720	한증막업	051-123-1234	임대	4	1	0	N	N	<NA>	1	<NA>	1	0	1	한증막업	<NA>	<NA>	<NA>	2021-03-01 05:11:03
1806	2097	3330000	3330000-202-2020-00001	11_44_01_P	I	2020-06-26 00:23:17.0	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)	20200624175736	목욕장업 기타	051-123-1234	건물소유구분명	0	0	0	N	N	사용끝지상층	사용끝지하층	사용시작지상층	사용시작지하층	0	6	목욕장업 기타	조건부허가시작일자	조건부허가신고사유	조건부허가종료일자	2021-03-01 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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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

Close Punctuation

Open 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

Open Punctuation

Close Punctuation

Math Symbol

Space Separator

Dash Punctuation