gimi9 Pandas Profiling

Dataset statistics

Number of variables	64
Number of observations	1235
Missing cells	36624
Missing cells (%)	46.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	671.9 KiB
Average record size in memory	557.1 B

Variable types

Numeric	19
Categorical	17
Text	6
Unsupported	21
DateTime	1

Dataset

Description	2021-08-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123072

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`문화체육업종명` has constant value ""	Constant
`상세영업상태명` is highly imbalanced (52.0%)	Imbalance
`휴업시작일자` is highly imbalanced (98.2%)	Imbalance
`휴업종료일자` is highly imbalanced (98.2%)	Imbalance
`지역구분명` is highly imbalanced (68.5%)	Imbalance
`주변환경명` is highly imbalanced (73.2%)	Imbalance
`건물용도명` is highly imbalanced (71.7%)	Imbalance
`영문상호주소` is highly imbalanced (93.6%)	Imbalance
`기획여행보험시작일자` is highly imbalanced (99.1%)	Imbalance
`기획여행보험종료일자` is highly imbalanced (99.1%)	Imbalance
`인허가취소일자` has 1189 (96.3%) missing values	Missing
`폐업일자` has 630 (51.0%) missing values	Missing
`재개업일자` has 1235 (100.0%) missing values	Missing
`소재지전화` has 295 (23.9%) missing values	Missing
`소재지면적` has 1235 (100.0%) missing values	Missing
`소재지우편번호` has 565 (45.7%) missing values	Missing
`도로명전체주소` has 56 (4.5%) missing values	Missing
`도로명우편번호` has 400 (32.4%) missing values	Missing
`업태구분명` has 1235 (100.0%) missing values	Missing
`좌표정보(x)` has 36 (2.9%) missing values	Missing
`좌표정보(y)` has 36 (2.9%) missing values	Missing
`총층수` has 1021 (82.7%) missing values	Missing
`제작취급품목내용` has 1235 (100.0%) missing values	Missing
`지상층수` has 998 (80.8%) missing values	Missing
`지하층수` has 1113 (90.1%) missing values	Missing
`객실수` has 1235 (100.0%) missing values	Missing
`건축연면적` has 1235 (100.0%) missing values	Missing
`영문상호명` has 1206 (97.7%) missing values	Missing
`선박총톤수` has 1235 (100.0%) missing values	Missing
`선박척수` has 1235 (100.0%) missing values	Missing
`선박제원` has 1235 (100.0%) missing values	Missing
`무대면적` has 1235 (100.0%) missing values	Missing
`좌석수` has 1235 (100.0%) missing values	Missing
`기념품종류` has 1235 (100.0%) missing values	Missing
`회의실별동시수용인원` has 1235 (100.0%) missing values	Missing
`시설면적` has 936 (75.8%) missing values	Missing
`놀이기구수내역` has 1235 (100.0%) missing values	Missing
`놀이시설수` has 1235 (100.0%) missing values	Missing
`방송시설유무` has 1235 (100.0%) missing values	Missing
`발전시설유무` has 1235 (100.0%) missing values	Missing
`의무실유무` has 1235 (100.0%) missing values	Missing
`안내소유무` has 1235 (100.0%) missing values	Missing
`자본금` has 433 (35.1%) missing values	Missing
`보험시작일자` has 420 (34.0%) missing values	Missing
`보험종료일자` has 419 (33.9%) missing values	Missing
`부대시설내역` has 1235 (100.0%) missing values	Missing
`시설규모` has 936 (75.8%) missing values	Missing
`Unnamed: 63` has 1235 (100.0%) missing values	Missing
`번호` has unique values	Unique
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`소재지면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`업태구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`제작취급품목내용` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`객실수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건축연면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`선박총톤수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`선박척수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`선박제원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`무대면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`좌석수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`기념품종류` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`회의실별동시수용인원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`놀이기구수내역` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`놀이시설수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`방송시설유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`발전시설유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`의무실유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`안내소유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`부대시설내역` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 63` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총층수` has 17 (1.4%) zeros	Zeros
`지상층수` has 16 (1.3%) zeros	Zeros
`지하층수` has 26 (2.1%) zeros	Zeros
`시설면적` has 18 (1.5%) zeros	Zeros
`시설규모` has 18 (1.5%) zeros	Zeros

Reproduction

Analysis started	2024-04-16 06:50:18.159850
Analysis finished	2024-04-16 06:50:19.215348
Duration	1.06 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1235
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	618

Minimum	1
Maximum	1235
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	1
5-th percentile	62.7
Q1	309.5
median	618
Q3	926.5
95-th percentile	1173.3
Maximum	1235
Range	1234
Interquartile range (IQR)	617

Descriptive statistics

Standard deviation	356.6581
Coefficient of variation (CV)	0.57711667
Kurtosis	-1.2
Mean	618
Median Absolute Deviation (MAD)	309
Skewness	0
Sum	763230
Variance	127205
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
823	1	0.1%
830	1	0.1%
829	1	0.1%
828	1	0.1%
827	1	0.1%
826	1	0.1%
825	1	0.1%
824	1	0.1%
822	1	0.1%
Other values (1225)	1225	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.1%
2	1	0.1%
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%

Value	Count	Frequency (%)
1235	1	0.1%
1234	1	0.1%
1233	1	0.1%
1232	1	0.1%
1231	1	0.1%
1230	1	0.1%
1229	1	0.1%
1228	1	0.1%
1227	1	0.1%
1226	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

국내여행업	1235

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
국내여행업	1235	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1235	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

03_12_01_P	1235

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	03_12_01_P
2nd row	03_12_01_P
3rd row	03_12_01_P
4th row	03_12_01_P
5th row	03_12_01_P

Common Values

Value	Count	Frequency (%)
03_12_01_P	1235	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_12_01_p	1235	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3310097.2

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3250000
Q1	3290000
median	3300000
Q3	3340000
95-th percentile	3380000
Maximum	3400000
Range	150000
Interquartile range (IQR)	50000

Descriptive statistics

Standard deviation	41230.942
Coefficient of variation (CV)	0.012456112
Kurtosis	-0.85376788
Mean	3310097.2
Median Absolute Deviation (MAD)	30000
Skewness	0.37770809
Sum	4.08797 × 10⁹
Variance	1.6999906 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	267	21.6%
3250000	144	11.7%
3330000	139	11.3%
3270000	133	10.8%
3300000	99	8.0%
3370000	96	7.8%
3310000	70	5.7%
3350000	61	4.9%
3380000	58	4.7%
3340000	39	3.2%
Other values (6)	129	10.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	144	11.7%
3260000	13	1.1%
3270000	133	10.8%
3280000	15	1.2%
3290000	267	21.6%
3300000	99	8.0%
3310000	70	5.7%
3320000	34	2.8%
3330000	139	11.3%
3340000	39	3.2%

Value	Count	Frequency (%)
3400000	14	1.1%
3390000	35	2.8%
3380000	58	4.7%
3370000	96	7.8%
3360000	18	1.5%
3350000	61	4.9%
3340000	39	3.2%
3330000	139	11.3%
3320000	34	2.8%
3310000	70	5.7%

관리번호
Text

Distinct	356
Distinct (%)	28.8%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Length

Max length	20
Median length	20
Mean length	20
Min length	20

Characters and Unicode

Total characters	24700
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	112 ?
Unique (%)	9.1%

Sample

1st row	CDFI2260012007000013
2nd row	CDFI2260012019000002
3rd row	CDFI2260012019000006
4th row	CDFI2260011997000006
5th row	CDFI2260011994000001

Value	Count	Frequency (%)
cdfi2260012011000001	15	1.2%
cdfi2260012020000001	14	1.1%
cdfi2260012019000001	14	1.1%
cdfi2260012019000002	13	1.1%
cdfi2260012016000001	13	1.1%
cdfi2260012021000001	13	1.1%
cdfi2260012001000001	12	1.0%
cdfi2260012018000002	12	1.0%
cdfi2260012020000002	12	1.0%
cdfi2260012017000001	12	1.0%
Other values (346)	1105	89.5%

Most occurring characters

Value	Count	Frequency (%)
0	10154	41.1%
2	4008	16.2%
1	2554	10.3%
6	1469	5.9%
C	1235	5.0%
D	1235	5.0%
F	1235	5.0%
I	1235	5.0%
9	435	1.8%
4	247	1.0%
Other values (4)	893	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19760	80.0%
Uppercase Letter	4940	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10154	51.4%
2	4008	20.3%
1	2554	12.9%
6	1469	7.4%
9	435	2.2%
4	247	1.2%
5	244	1.2%
3	241	1.2%
7	233	1.2%
8	175	0.9%

Uppercase Letter

Value	Count	Frequency (%)
C	1235	25.0%
D	1235	25.0%
F	1235	25.0%
I	1235	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19760	80.0%
Latin	4940	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10154	51.4%
2	4008	20.3%
1	2554	12.9%
6	1469	7.4%
9	435	2.2%
4	247	1.2%
5	244	1.2%
3	241	1.2%
7	233	1.2%
8	175	0.9%

Latin

Value	Count	Frequency (%)
C	1235	25.0%
D	1235	25.0%
F	1235	25.0%
I	1235	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24700	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10154	41.1%
2	4008	16.2%
1	2554	10.3%
6	1469	5.9%
C	1235	5.0%
D	1235	5.0%
F	1235	5.0%
I	1235	5.0%
9	435	1.8%
4	247	1.0%
Other values (4)	893	3.6%

인허가일자
Real number (ℝ)

Distinct	1090
Distinct (%)	88.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20094925

Minimum	19840924
Maximum	20210625
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	19840924
5-th percentile	19970419
Q1	20041122
median	20101109
Q3	20151114
95-th percentile	20200105
Maximum	20210625
Range	369701
Interquartile range (IQR)	109992.5

Descriptive statistics

Standard deviation	72013.601
Coefficient of variation (CV)	0.0035836711
Kurtosis	-0.46424694
Mean	20094925
Median Absolute Deviation (MAD)	50791
Skewness	-0.47161819
Sum	2.4817232 × 10¹⁰
Variance	5.1859587 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190328	4	0.3%
20051123	4	0.3%
20090113	3	0.2%
20140721	3	0.2%
20180628	3	0.2%
20020302	3	0.2%
20160129	3	0.2%
20160713	3	0.2%
20120402	3	0.2%
20110310	3	0.2%
Other values (1080)	1203	97.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19840924	1	0.1%
19861025	1	0.1%
19890220	1	0.1%
19890710	1	0.1%
19900313	1	0.1%
19900802	1	0.1%
19910325	1	0.1%
19910423	1	0.1%
19910918	1	0.1%
19911001	1	0.1%

Value	Count	Frequency (%)
20210625	2	0.2%
20210616	1	0.1%
20210609	1	0.1%
20210608	1	0.1%
20210603	1	0.1%
20210506	1	0.1%
20210414	1	0.1%
20210330	1	0.1%
20210323	1	0.1%
20210318	1	0.1%

인허가취소일자
Real number (ℝ)

MISSING

Distinct	40
Distinct (%)	87.0%
Missing	1189
Missing (%)	96.3%
Infinite	0
Infinite (%)	0.0%
Mean	20142395

Minimum	20030822
Maximum	20200226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	20030822
5-th percentile	20061065
Q1	20110712
median	20160576
Q3	20171224
95-th percentile	20190515
Maximum	20200226
Range	169404
Interquartile range (IQR)	60512

Descriptive statistics

Standard deviation	46665.128
Coefficient of variation (CV)	0.0023167616
Kurtosis	-0.44030539
Mean	20142395
Median Absolute Deviation (MAD)	24991
Skewness	-0.83392341
Sum	9.2655018 × 10⁸
Variance	2.1776342 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
20190305	3	0.2%
20190515	2	0.2%
20141007	2	0.2%
20170424	2	0.2%
20170705	2	0.2%
20070123	1	0.1%
20080813	1	0.1%
20040902	1	0.1%
20030822	1	0.1%
20151117	1	0.1%
Other values (30)	30	2.4%
(Missing)	1189	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030822	1	0.1%
20040902	1	0.1%
20061011	1	0.1%
20061228	1	0.1%
20070123	1	0.1%
20070510	1	0.1%
20080509	1	0.1%
20080813	1	0.1%
20090724	1	0.1%
20091007	1	0.1%

Value	Count	Frequency (%)
20200226	1	0.1%
20200224	1	0.1%
20190515	2	0.2%
20190305	3	0.2%
20190213	1	0.1%
20180921	1	0.1%
20180917	1	0.1%
20180530	1	0.1%
20171229	1	0.1%
20171211	1	0.1%

영업상태구분코드
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

3	601
1	563
4	66
2	5

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	601	48.7%
1	563	45.6%
4	66	5.3%
2	5	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	601	48.7%
1	563	45.6%
4	66	5.3%
2	5	0.4%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

폐업	601
영업/정상	563
취소/말소/만료/정지/중지	66
휴업	5

Length

Max length	14
Median length	5
Mean length	4.0089069
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	601	48.7%
영업/정상	563	45.6%
취소/말소/만료/정지/중지	66	5.3%
휴업	5	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	601	48.7%
영업/정상	563	45.6%
취소/말소/만료/정지/중지	66	5.3%
휴업	5	0.4%

상세영업상태코드
Real number (ℝ)

Distinct	7
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.0566802

Minimum	2
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	3
median	13
Q3	13
95-th percentile	30
Maximum	35
Range	33
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.1585445
Coefficient of variation (CV)	0.79041595
Kurtosis	2.2240609
Mean	9.0566802
Median Absolute Deviation (MAD)	10
Skewness	1.3575264
Sum	11185
Variance	51.244759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	601	48.7%
13	563	45.6%
31	45	3.6%
30	15	1.2%
2	5	0.4%
35	5	0.4%
33	1	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	5	0.4%
3	601	48.7%
13	563	45.6%
30	15	1.2%
31	45	3.6%
33	1	0.1%
35	5	0.4%

Value	Count	Frequency (%)
35	5	0.4%
33	1	0.1%
31	45	3.6%
30	15	1.2%
13	563	45.6%
3	601	48.7%
2	5	0.4%

상세영업상태명
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

폐업	601
영업중	563
등록취소	45
허가취소	15
휴업	5
Other values (2)	6

Length

Max length	4
Median length	3
Mean length	2.562753
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	601	48.7%
영업중	563	45.6%
등록취소	45	3.6%
허가취소	15	1.2%
휴업	5	0.4%
직권말소	5	0.4%
지정취소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	601	48.7%
영업중	563	45.6%
등록취소	45	3.6%
허가취소	15	1.2%
휴업	5	0.4%
직권말소	5	0.4%
지정취소	1	0.1%

폐업일자
Real number (ℝ)

MISSING

Distinct	544
Distinct (%)	89.9%
Missing	630
Missing (%)	51.0%
Infinite	0
Infinite (%)	0.0%
Mean	20116332

Minimum	19971211
Maximum	20210604
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	19971211
5-th percentile	20010564
Q1	20070307
median	20120807
Q3	20170719
95-th percentile	20200789
Maximum	20210604
Range	239393
Interquartile range (IQR)	100412

Descriptive statistics

Standard deviation	60827.07
Coefficient of variation (CV)	0.0030237654
Kurtosis	-1.0417693
Mean	20116332
Median Absolute Deviation (MAD)	50209
Skewness	-0.26009618
Sum	1.2170381 × 10¹⁰
Variance	3.6999325 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000111	9	0.7%
20001129	5	0.4%
20150723	3	0.2%
20190630	3	0.2%
20190709	3	0.2%
20200825	2	0.2%
20140526	2	0.2%
20060119	2	0.2%
20131231	2	0.2%
20181126	2	0.2%
Other values (534)	572	46.3%
(Missing)	630	51.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19971211	1	0.1%
19990403	1	0.1%
19990408	1	0.1%
19990524	1	0.1%
19990622	1	0.1%
19990909	1	0.1%
19991104	1	0.1%
20000111	9	0.7%
20000128	1	0.1%
20000229	1	0.1%

Value	Count	Frequency (%)
20210604	1	0.1%
20210524	1	0.1%
20210405	1	0.1%
20210331	1	0.1%
20210305	1	0.1%
20210216	1	0.1%
20210203	1	0.1%
20210201	1	0.1%
20210127	1	0.1%
20210112	1	0.1%

휴업시작일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1230
20210101	1
20201201	1
20200401	1
20130510	1

Length

Max length	8
Median length	4
Mean length	4.0161943
Min length	4

Unique

Unique	5 ?
Unique (%)	0.4%

Sample

1st row	20210101
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1230	99.6%
20210101	1	0.1%
20201201	1	0.1%
20200401	1	0.1%
20130510	1	0.1%
20130902	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1230	99.6%
20210101	1	0.1%
20201201	1	0.1%
20200401	1	0.1%
20130510	1	0.1%
20130902	1	0.1%

휴업종료일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1230
20211231	1
20211130	1
20210930	1
20140509	1

Length

Max length	8
Median length	4
Mean length	4.0161943
Min length	4

Unique

Unique	5 ?
Unique (%)	0.4%

Sample

1st row	20211231
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1230	99.6%
20211231	1	0.1%
20211130	1	0.1%
20210930	1	0.1%
20140509	1	0.1%
20140904	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1230	99.6%
20211231	1	0.1%
20211130	1	0.1%
20210930	1	0.1%
20140509	1	0.1%
20140904	1	0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

소재지전화
Text

MISSING

Distinct	908
Distinct (%)	96.6%
Missing	295
Missing (%)	23.9%
Memory size	9.8 KiB

Length

Max length	18
Median length	12
Mean length	10.639362
Min length	1

Characters and Unicode

Total characters	10001
Distinct characters	16
Distinct categories	6 ?
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	880 ?
Unique (%)	93.6%

Sample

1st row	469-7731
2nd row	051241 0909
3rd row	051-464-6464
4th row	254-4061
5th row	246-1003

Value	Count	Frequency (%)
051	32	3.2%
	5	0.5%
740-6353	3	0.3%
051-467-5111	2	0.2%
809	2	0.2%
261	2	0.2%
051-462-5525	2	0.2%
051-311-2133	2	0.2%
808-2211	2	0.2%
702-8260	2	0.2%
Other values (924)	945	94.6%

Most occurring characters

Value	Count	Frequency (%)
0	1580	15.8%
-	1435	14.3%
1	1340	13.4%
5	1310	13.1%
6	743	7.4%
8	716	7.2%
4	672	6.7%
2	631	6.3%
7	614	6.1%
3	490	4.9%
Other values (6)	470	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8478	84.8%
Dash Punctuation	1435	14.3%
Space Separator	59	0.6%
Close Punctuation	16	0.2%
Other Punctuation	9	0.1%
Math Symbol	4	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1580	18.6%
1	1340	15.8%
5	1310	15.5%
6	743	8.8%
8	716	8.4%
4	672	7.9%
2	631	7.4%
7	614	7.2%
3	490	5.8%
9	382	4.5%

Other Punctuation

Value	Count	Frequency (%)
.	7	77.8%
,	2	22.2%

Dash Punctuation

Value	Count	Frequency (%)
-	1435	100.0%

Space Separator

Value	Count	Frequency (%)
	59	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	16	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10001	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1580	15.8%
-	1435	14.3%
1	1340	13.4%
5	1310	13.1%
6	743	7.4%
8	716	7.2%
4	672	6.7%
2	631	6.3%
7	614	6.1%
3	490	4.9%
Other values (6)	470	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10001	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1580	15.8%
-	1435	14.3%
1	1340	13.4%
5	1310	13.1%
6	743	7.4%
8	716	7.2%
4	672	6.7%
2	631	6.3%
7	614	6.1%
3	490	4.9%
Other values (6)	470	4.7%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	311
Distinct (%)	46.4%
Missing	565
Missing (%)	45.7%
Infinite	0
Infinite (%)	0.0%
Mean	609784.29

Minimum	600011
Maximum	701814
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	600011
5-th percentile	600100
Q1	602820
median	611802
Q3	614820.75
95-th percentile	616852
Maximum	701814
Range	101803
Interquartile range (IQR)	12000.75

Descriptive statistics

Standard deviation	7780.7769
Coefficient of variation (CV)	0.012759884
Kurtosis	49.250426
Mean	609784.29
Median Absolute Deviation (MAD)	3058.5
Skewness	4.6227074
Sum	4.0855547 × 10⁸
Variance	60540489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600815	17	1.4%
614854	16	1.3%
614849	11	0.9%
614844	11	0.9%
607827	10	0.8%
612824	10	0.8%
601839	10	0.8%
601715	9	0.7%
614828	9	0.7%
607829	8	0.6%
Other values (301)	559	45.3%
(Missing)	565	45.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	1	0.1%
600012	2	0.2%
600013	4	0.3%
600014	6	0.5%
600015	2	0.2%
600016	3	0.2%
600022	3	0.2%
600023	1	0.1%
600031	1	0.1%
600032	1	0.1%

Value	Count	Frequency (%)
701814	1	0.1%
682818	1	0.1%
680828	1	0.1%
619952	1	0.1%
619906	1	0.1%
619905	1	0.1%
619903	1	0.1%
618814	1	0.1%
618708	1	0.1%
618200	1	0.1%

소재지전체주소
Text

Distinct	1162
Distinct (%)	94.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Length

Max length	46
Median length	39
Mean length	25.920648
Min length	12

Characters and Unicode

Total characters	32012
Distinct characters	381
Distinct categories	9 ?
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	1110 ?
Unique (%)	89.9%

Sample

1st row	부산광역시 중구 중앙동4가 53-30
2nd row	부산광역시 중구 남포동4가 44-3번지
3rd row	부산광역시 중구 중앙동4가 15-3번지
4th row	부산광역시 중구 남포동5가 39-6번지
5th row	부산광역시 중구 남포동6가 113-1번지

Value	Count	Frequency (%)
부산광역시	1232	20.0%
부산진구	267	4.3%
중구	144	2.3%
해운대구	139	2.3%
동구	134	2.2%
동래구	100	1.6%
연제구	96	1.6%
부전동	93	1.5%
초량동	93	1.5%
남구	69	1.1%
Other values (1780)	3787	61.5%

Most occurring characters

Value	Count	Frequency (%)
	4919	15.4%
부	1670	5.2%
산	1621	5.1%
1	1613	5.0%
동	1581	4.9%
시	1274	4.0%
광	1267	4.0%
구	1248	3.9%
역	1241	3.9%
-	1088	3.4%
Other values (371)	14490	45.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18794	58.7%
Decimal Number	6897	21.5%
Space Separator	4919	15.4%
Dash Punctuation	1088	3.4%
Uppercase Letter	144	0.4%
Lowercase Letter	126	0.4%
Open Punctuation	16	< 0.1%
Close Punctuation	16	< 0.1%
Other Punctuation	12	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	1670	8.9%
산	1621	8.6%
동	1581	8.4%
시	1274	6.8%
광	1267	6.7%
구	1248	6.6%
역	1241	6.6%
지	741	3.9%
번	703	3.7%
호	376	2.0%
Other values (317)	7072	37.6%

Uppercase Letter

Value	Count	Frequency (%)
S	30	20.8%
T	18	12.5%
K	13	9.0%
C	12	8.3%
B	11	7.6%
A	11	7.6%
E	7	4.9%
O	6	4.2%
I	6	4.2%
H	5	3.5%
Other values (10)	25	17.4%

Lowercase Letter

Value	Count	Frequency (%)
e	27	21.4%
o	17	13.5%
l	10	7.9%
p	9	7.1%
i	9	7.1%
m	8	6.3%
n	8	6.3%
x	8	6.3%
d	8	6.3%
a	8	6.3%
Other values (7)	14	11.1%

Decimal Number

Value	Count	Frequency (%)
1	1613	23.4%
2	959	13.9%
3	754	10.9%
4	681	9.9%
0	652	9.5%
5	508	7.4%
7	482	7.0%
8	465	6.7%
6	458	6.6%
9	325	4.7%

Other Punctuation

Value	Count	Frequency (%)
/	7	58.3%
,	4	33.3%
@	1	8.3%

Space Separator

Value	Count	Frequency (%)
	4919	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1088	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	16	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	16	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	18794	58.7%
Common	12948	40.4%
Latin	270	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1670	8.9%
산	1621	8.6%
동	1581	8.4%
시	1274	6.8%
광	1267	6.7%
구	1248	6.6%
역	1241	6.6%
지	741	3.9%
번	703	3.7%
호	376	2.0%
Other values (317)	7072	37.6%

Latin

Value	Count	Frequency (%)
S	30	11.1%
e	27	10.0%
T	18	6.7%
o	17	6.3%
K	13	4.8%
C	12	4.4%
B	11	4.1%
A	11	4.1%
l	10	3.7%
p	9	3.3%
Other values (27)	112	41.5%

Common

Value	Count	Frequency (%)
	4919	38.0%
1	1613	12.5%
-	1088	8.4%
2	959	7.4%
3	754	5.8%
4	681	5.3%
0	652	5.0%
5	508	3.9%
7	482	3.7%
8	465	3.6%
Other values (7)	827	6.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18794	58.7%
ASCII	13218	41.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4919	37.2%
1	1613	12.2%
-	1088	8.2%
2	959	7.3%
3	754	5.7%
4	681	5.2%
0	652	4.9%
5	508	3.8%
7	482	3.6%
8	465	3.5%
Other values (44)	1097	8.3%

Hangul

Value	Count	Frequency (%)
부	1670	8.9%
산	1621	8.6%
동	1581	8.4%
시	1274	6.8%
광	1267	6.7%
구	1248	6.6%
역	1241	6.6%
지	741	3.9%
번	703	3.7%
호	376	2.0%
Other values (317)	7072	37.6%

도로명전체주소
Text

MISSING

Distinct	1139
Distinct (%)	96.6%
Missing	56
Missing (%)	4.5%
Memory size	9.8 KiB

Length

Max length	57
Median length	48
Mean length	33.402884
Min length	21

Characters and Unicode

Total characters	39382
Distinct characters	416
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	1106 ?
Unique (%)	93.8%

Sample

1st row	부산광역시 중구 중앙대로81번길 2 (중앙동4가)
2nd row	부산광역시 중구 자갈치해안로 60 (남포동4가)
3rd row	부산광역시 중구 충장대로 24, 부산항연안여객터미널 1층 (중앙동4가)
4th row	부산광역시 중구 중구로 2 (남포동5가)
5th row	부산광역시 중구 구덕로 87-1 (남포동6가)

Value	Count	Frequency (%)
부산광역시	1177	15.9%
부산진구	250	3.4%
중앙대로	172	2.3%
중구	142	1.9%
해운대구	137	1.8%
2층	122	1.6%
동구	119	1.6%
동래구	97	1.3%
연제구	96	1.3%
부전동	69	0.9%
Other values (1827)	5032	67.9%

Most occurring characters

Value	Count	Frequency (%)
	6506	16.5%
동	1637	4.2%
부	1625	4.1%
산	1561	4.0%
1	1406	3.6%
시	1268	3.2%
광	1238	3.1%
,	1226	3.1%
구	1209	3.1%
역	1185	3.0%
Other values (406)	20521	52.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22662	57.5%
Space Separator	6506	16.5%
Decimal Number	6178	15.7%
Other Punctuation	1232	3.1%
Close Punctuation	1176	3.0%
Open Punctuation	1176	3.0%
Dash Punctuation	174	0.4%
Uppercase Letter	149	0.4%
Lowercase Letter	127	0.3%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1637	7.2%
부	1625	7.2%
산	1561	6.9%
시	1268	5.6%
광	1238	5.5%
구	1209	5.3%
역	1185	5.2%
로	1184	5.2%
대	804	3.5%
중	549	2.4%
Other values (352)	10402	45.9%

Uppercase Letter

Value	Count	Frequency (%)
S	30	20.1%
T	16	10.7%
K	14	9.4%
C	14	9.4%
B	13	8.7%
A	12	8.1%
E	8	5.4%
I	6	4.0%
H	6	4.0%
O	5	3.4%
Other values (10)	25	16.8%

Lowercase Letter

Value	Count	Frequency (%)
e	28	22.0%
o	17	13.4%
l	10	7.9%
p	9	7.1%
i	9	7.1%
x	8	6.3%
a	8	6.3%
d	8	6.3%
m	8	6.3%
n	8	6.3%
Other values (7)	14	11.0%

Decimal Number

Value	Count	Frequency (%)
1	1406	22.8%
2	967	15.7%
3	765	12.4%
0	676	10.9%
4	511	8.3%
5	450	7.3%
6	411	6.7%
7	359	5.8%
8	328	5.3%
9	305	4.9%

Other Punctuation

Value	Count	Frequency (%)
,	1226	99.5%
/	6	0.5%

Space Separator

Value	Count	Frequency (%)
	6506	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1176	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1176	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	174	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	22662	57.5%
Common	16444	41.8%
Latin	276	0.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1637	7.2%
부	1625	7.2%
산	1561	6.9%
시	1268	5.6%
광	1238	5.5%
구	1209	5.3%
역	1185	5.2%
로	1184	5.2%
대	804	3.5%
중	549	2.4%
Other values (352)	10402	45.9%

Latin

Value	Count	Frequency (%)
S	30	10.9%
e	28	10.1%
o	17	6.2%
T	16	5.8%
K	14	5.1%
C	14	5.1%
B	13	4.7%
A	12	4.3%
l	10	3.6%
p	9	3.3%
Other values (27)	113	40.9%

Common

Value	Count	Frequency (%)
	6506	39.6%
1	1406	8.6%
,	1226	7.5%
)	1176	7.2%
(	1176	7.2%
2	967	5.9%
3	765	4.7%
0	676	4.1%
4	511	3.1%
5	450	2.7%
Other values (7)	1585	9.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	22662	57.5%
ASCII	16720	42.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6506	38.9%
1	1406	8.4%
,	1226	7.3%
)	1176	7.0%
(	1176	7.0%
2	967	5.8%
3	765	4.6%
0	676	4.0%
4	511	3.1%
5	450	2.7%
Other values (44)	1861	11.1%

Hangul

Value	Count	Frequency (%)
동	1637	7.2%
부	1625	7.2%
산	1561	6.9%
시	1268	5.6%
광	1238	5.5%
구	1209	5.3%
역	1185	5.2%
로	1184	5.2%
대	804	3.5%
중	549	2.4%
Other values (352)	10402	45.9%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	469
Distinct (%)	56.2%
Missing	400
Missing (%)	32.4%
Infinite	0
Infinite (%)	0.0%
Mean	103212.7

Minimum	46015
Maximum	618142
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	46015
5-th percentile	46298.7
Q1	47257
median	48086
Q3	48821
95-th percentile	612054
Maximum	618142
Range	572127
Interquartile range (IQR)	1564

Descriptive statistics

Standard deviation	167770.96
Coefficient of variation (CV)	1.6254877
Kurtosis	5.3336465
Mean	103212.7
Median Absolute Deviation (MAD)	828
Skewness	2.7054928
Sum	86182602
Variance	2.8147097 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47216	19	1.5%
48924	11	0.9%
47246	10	0.8%
47257	10	0.8%
48095	9	0.7%
48092	9	0.7%
48059	9	0.7%
48733	8	0.6%
48508	8	0.6%
49037	8	0.6%
Other values (459)	734	59.4%
(Missing)	400	32.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46015	3	0.2%
46022	1	0.1%
46024	2	0.2%
46056	1	0.1%
46063	1	0.1%
46070	1	0.1%
46072	1	0.1%
46073	1	0.1%
46080	1	0.1%
46213	1	0.1%

Value	Count	Frequency (%)
618142	1	0.1%
617825	1	0.1%
617816	1	0.1%
617814	1	0.1%
617809	2	0.2%
617807	1	0.1%
617802	1	0.1%
617723	1	0.1%
616852	1	0.1%
616829	1	0.1%

사업장명
Text

Distinct	1191
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Length

Max length	27
Median length	24
Mean length	8.1230769
Min length	2

Characters and Unicode

Total characters	10032
Distinct characters	482
Distinct categories	11 ?
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	1151 ?
Unique (%)	93.2%

Sample

1st row	(주)팔성국제관광
2nd row	부산남항유람선 자갈치크루즈
3rd row	(주)마린크루즈
4th row	(주)초이스관광여행사
5th row	(주)미래투어

Value	Count	Frequency (%)
주식회사	84	5.7%
여행사	29	2.0%
투어	16	1.1%
주	15	1.0%
tour	6	0.4%
여행	6	0.4%
부산투어	5	0.3%
협동조합	5	0.3%
선경항공여행사	3	0.2%
주)환태평양고속관광	3	0.2%
Other values (1247)	1304	88.3%

Most occurring characters

Value	Count	Frequency (%)
주	861	8.6%
(	767	7.6%
)	767	7.6%
여	507	5.1%
행	505	5.0%
사	497	5.0%
어	408	4.1%
투	401	4.0%
	241	2.4%
광	178	1.8%
Other values (472)	4900	48.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8067	80.4%
Open Punctuation	767	7.6%
Close Punctuation	767	7.6%
Space Separator	241	2.4%
Uppercase Letter	115	1.1%
Lowercase Letter	34	0.3%
Other Punctuation	18	0.2%
Decimal Number	15	0.1%
Dash Punctuation	5	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	861	10.7%
여	507	6.3%
행	505	6.3%
사	497	6.2%
어	408	5.1%
투	401	5.0%
광	178	2.2%
관	174	2.2%
스	169	2.1%
이	168	2.1%
Other values (419)	4199	52.1%

Uppercase Letter

Value	Count	Frequency (%)
T	23	20.0%
O	13	11.3%
B	7	6.1%
U	6	5.2%
W	6	5.2%
H	6	5.2%
L	6	5.2%
R	6	5.2%
E	5	4.3%
I	5	4.3%
Other values (11)	32	27.8%

Lowercase Letter

Value	Count	Frequency (%)
r	6	17.6%
o	5	14.7%
u	3	8.8%
t	3	8.8%
e	2	5.9%
s	2	5.9%
i	2	5.9%
a	2	5.9%
b	1	2.9%
d	1	2.9%
Other values (7)	7	20.6%

Other Punctuation

Value	Count	Frequency (%)
.	10	55.6%
&	5	27.8%
,	2	11.1%
:	1	5.6%

Decimal Number

Value	Count	Frequency (%)
1	7	46.7%
2	5	33.3%
8	2	13.3%
0	1	6.7%

Math Symbol

Value	Count	Frequency (%)
>	1	50.0%
→	1	50.0%

Open Punctuation

Value	Count	Frequency (%)
(	767	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	767	100.0%

Space Separator

Value	Count	Frequency (%)
	241	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8068	80.4%
Common	1815	18.1%
Latin	149	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	861	10.7%
여	507	6.3%
행	505	6.3%
사	497	6.2%
어	408	5.1%
투	401	5.0%
광	178	2.2%
관	174	2.2%
스	169	2.1%
이	168	2.1%
Other values (420)	4200	52.1%

Latin

Value	Count	Frequency (%)
T	23	15.4%
O	13	8.7%
B	7	4.7%
U	6	4.0%
W	6	4.0%
r	6	4.0%
H	6	4.0%
L	6	4.0%
R	6	4.0%
E	5	3.4%
Other values (28)	65	43.6%

Common

Value	Count	Frequency (%)
(	767	42.3%
)	767	42.3%
	241	13.3%
.	10	0.6%
1	7	0.4%
&	5	0.3%
-	5	0.3%
2	5	0.3%
8	2	0.1%
,	2	0.1%
Other values (4)	4	0.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8067	80.4%
ASCII	1963	19.6%
Arrows	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	861	10.7%
여	507	6.3%
행	505	6.3%
사	497	6.2%
어	408	5.1%
투	401	5.0%
광	178	2.2%
관	174	2.2%
스	169	2.1%
이	168	2.1%
Other values (419)	4199	52.1%

ASCII

Value	Count	Frequency (%)
(	767	39.1%
)	767	39.1%
	241	12.3%
T	23	1.2%
O	13	0.7%
.	10	0.5%
B	7	0.4%
1	7	0.4%
U	6	0.3%
W	6	0.3%
Other values (41)	116	5.9%

Arrows

Value	Count	Frequency (%)
→	1	100.0%

None

Value	Count	Frequency (%)
㈜	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	1205
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0160107 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.021063 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	2.0021018 × 10¹³
5-th percentile	2.0040614 × 10¹³
Q1	2.0120624 × 10¹³
median	2.0190709 × 10¹³
Q3	2.0210113 × 10¹³
95-th percentile	2.0210527 × 10¹³
Maximum	2.021063 × 10¹³
Range	1.8961203 × 10¹¹
Interquartile range (IQR)	8.9489012 × 10¹⁰

Descriptive statistics

Standard deviation	5.7725206 × 10¹⁰
Coefficient of variation (CV)	0.0028633382
Kurtosis	-0.44958922
Mean	2.0160107 × 10¹³
Median Absolute Deviation (MAD)	1.9808957 × 10¹⁰
Skewness	-0.96681939
Sum	2.4897732 × 10¹⁶
Variance	3.3321994 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030127161421	17	1.4%
20030127161348	15	1.2%
20210311140247	1	0.1%
20201005183944	1	0.1%
20210224174814	1	0.1%
20210324093655	1	0.1%
20201209105913	1	0.1%
20210224125616	1	0.1%
20210218170340	1	0.1%
20210224125818	1	0.1%
Other values (1195)	1195	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20021018131515	1	0.1%
20021217165012	1	0.1%
20030127161348	15	1.2%
20030127161421	17	1.4%
20030203150601	1	0.1%
20030312172512	1	0.1%
20030410112657	1	0.1%
20030422140401	1	0.1%
20030423092346	1	0.1%
20030516111251	1	0.1%

Value	Count	Frequency (%)
20210630160402	1	0.1%
20210628205333	1	0.1%
20210628205300	1	0.1%
20210628204805	1	0.1%
20210628194917	1	0.1%
20210625153935	1	0.1%
20210625151121	1	0.1%
20210625131839	1	0.1%
20210624164927	1	0.1%
20210623152141	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

U	638
I	597

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	638	51.7%
I	597	48.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	638	51.7%
i	597	48.3%

데이터갱신일자
Date

Distinct	341
Distinct (%)	27.6%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-07-02 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	877
Distinct (%)	73.1%
Missing	36
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	388424.64

Minimum	345960.71
Maximum	419502.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	345960.71
5-th percentile	380571.32
Q1	385760.41
median	388066.17
Q3	390402.98
95-th percentile	396963.42
Maximum	419502.8
Range	73542.098
Interquartile range (IQR)	4642.574

Descriptive statistics

Standard deviation	4694.9411
Coefficient of variation (CV)	0.012087135
Kurtosis	7.6576858
Mean	388424.64
Median Absolute Deviation (MAD)	2311.6944
Skewness	-0.23723886
Sum	4.6572115 × 10⁸
Variance	22042472
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
391411.212179843	16	1.3%
387225.613588405	13	1.1%
385507.640529964	12	1.0%
386093.674147239	10	0.8%
388922.806889486	8	0.6%
385754.477258744	8	0.6%
396180.621244719	7	0.6%
385502.492319657	7	0.6%
390930.00670494	6	0.5%
387869.134317928	6	0.5%
Other values (867)	1106	89.6%
(Missing)	36	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
345960.705739	1	0.1%
371478.346756395	1	0.1%
373016.981172454	1	0.1%
373099.680011291	1	0.1%
373506.567424228	1	0.1%
374032.128682044	1	0.1%
374333.199064	1	0.1%
374846.363500608	2	0.2%
374874.044714515	1	0.1%
375347.880983364	1	0.1%

Value	Count	Frequency (%)
419502.803661768	1	0.1%
407681.822826568	1	0.1%
402013.567273627	1	0.1%
401991.877826951	1	0.1%
401723.13090266	1	0.1%
401654.448837686	1	0.1%
401510.613962736	1	0.1%
401502.415893064	1	0.1%
401448.811664877	1	0.1%
400815.753437419	1	0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	877
Distinct (%)	73.1%
Missing	36
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	186478.93

Minimum	174307.15
Maximum	265785.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	174307.15
5-th percentile	179712.65
Q1	182577.1
median	186442.19
Q3	189159.31
95-th percentile	194710.32
Maximum	265785.6
Range	91478.456
Interquartile range (IQR)	6582.2168

Descriptive statistics

Standard deviation	5311.3262
Coefficient of variation (CV)	0.028482179
Kurtosis	43.492978
Mean	186478.93
Median Absolute Deviation (MAD)	3101.8331
Skewness	3.3928374
Sum	2.2358823 × 10⁸
Variance	28210186
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
184052.409245407	16	1.3%
186408.726533861	13	1.1%
180548.792611588	12	1.0%
182068.358104572	10	0.8%
188106.837170815	8	0.6%
179113.980448494	8	0.6%
186522.35047527	7	0.6%
180297.579330876	7	0.6%
190723.300222595	6	0.5%
186381.28184674	6	0.5%
Other values (867)	1106	89.6%
(Missing)	36	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
174307.148168245	1	0.1%
174856.056137804	1	0.1%
175087.296427656	2	0.2%
176115.246760367	1	0.1%
176897.907425952	1	0.1%
177354.376036871	1	0.1%
177441.748341131	1	0.1%
177442.817428718	1	0.1%
177527.376138393	1	0.1%
177532.283470077	2	0.2%

Value	Count	Frequency (%)
265785.603884	1	0.1%
226490.138380339	1	0.1%
205732.231316224	1	0.1%
204739.778227028	1	0.1%
204665.784677421	1	0.1%
204621.655738547	1	0.1%
204592.491613115	1	0.1%
204214.040987968	1	0.1%
204186.113952008	1	0.1%
199051.512822937	1	0.1%

문화체육업종명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

국내여행업	1235

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
국내여행업	1235	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1235	100.0%

문화사업자구분명
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	702
관광사업	533

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	702	56.8%
관광사업	533	43.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	702	56.8%
관광사업	533	43.2%

지역구분명
Categorical

IMBALANCE

Distinct	14
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1010
일반주거지역	62
일반상업지역	41
상업지역	34
근린상업지역	30
Other values (9)	58

Length

Max length	6
Median length	4
Mean length	4.2550607
Min length	4

Unique

Unique	5 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1010	81.8%
일반주거지역	62	5.0%
일반상업지역	41	3.3%
상업지역	34	2.8%
근린상업지역	30	2.4%
준주거지역	28	2.3%
주거지역	14	1.1%
준공업지역	7	0.6%
자연녹지지역	4	0.3%
녹지지역	1	0.1%
Other values (4)	4	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1010	81.8%
일반주거지역	62	5.0%
일반상업지역	41	3.3%
상업지역	34	2.8%
근린상업지역	30	2.4%
준주거지역	28	2.3%
주거지역	14	1.1%
준공업지역	7	0.6%
자연녹지지역	4	0.3%
녹지지역	1	0.1%
Other values (4)	4	0.3%

총층수
Real number (ℝ)

MISSING ZEROS

Distinct	25
Distinct (%)	11.7%
Missing	1021
Missing (%)	82.7%
Infinite	0
Infinite (%)	0.0%
Mean	5.6261682

Minimum	0
Maximum	54
Zeros	17
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	6
95-th percentile	16.4
Maximum	54
Range	54
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	7.3004256
Coefficient of variation (CV)	1.2975839
Kurtosis	18.250748
Mean	5.6261682
Median Absolute Deviation (MAD)	2
Skewness	3.8618546
Sum	1204
Variance	53.296213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2	36	2.9%
4	34	2.8%
3	29	2.3%
5	21	1.7%
0	17	1.4%
6	15	1.2%
1	14	1.1%
7	10	0.8%
8	7	0.6%
10	7	0.6%
Other values (15)	24	1.9%
(Missing)	1021	82.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	1.4%
1	14	1.1%
2	36	2.9%
3	29	2.3%
4	34	2.8%
5	21	1.7%
6	15	1.2%
7	10	0.8%
8	7	0.6%
9	3	0.2%

Value	Count	Frequency (%)
54	1	0.1%
50	1	0.1%
37	1	0.1%
33	1	0.1%
31	3	0.2%
27	1	0.1%
21	1	0.1%
20	1	0.1%
19	1	0.1%
15	1	0.1%

주변환경명
Categorical

IMBALANCE

Distinct	8
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1078
기타	84
학교정화(상대)	22
주택가주변	21
아파트지역	19
Other values (3)	11

Length

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

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>	1078	87.3%
기타	84	6.8%
학교정화(상대)	22	1.8%
주택가주변	21	1.7%
아파트지역	19	1.5%
유흥업소밀집지역	5	0.4%
결혼예식장주변	4	0.3%
학교정화(절대)	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1078	87.3%
기타	84	6.8%
학교정화(상대	22	1.8%
주택가주변	21	1.7%
아파트지역	19	1.5%
유흥업소밀집지역	5	0.4%
결혼예식장주변	4	0.3%
학교정화(절대	2	0.2%

제작취급품목내용
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

보험기관명
Categorical

Distinct	30
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	451
서울보증보험주식회사	262
서울보증보험	221
한국관광협회중앙회 여행공제회	83
한국관광협회중앙회	63
Other values (25)	155

Length

Max length	19
Median length	16
Mean length	7.1740891
Min length	4

Unique

Unique	14 ?
Unique (%)	1.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	451	36.5%
서울보증보험주식회사	262	21.2%
서울보증보험	221	17.9%
한국관광협회중앙회 여행공제회	83	6.7%
한국관광협회중앙회	63	5.1%
한국관광협회	58	4.7%
서울보증보험(주)	20	1.6%
부산광역시관광협회	15	1.2%
한국관광협회중앙회여행공제회	12	1.0%
한국관광협회중앙회 관광공제회	8	0.6%
Other values (20)	42	3.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	451	33.7%
서울보증보험주식회사	262	19.6%
서울보증보험	221	16.5%
한국관광협회중앙회	156	11.7%
여행공제회	84	6.3%
한국관광협회	59	4.4%
서울보증보험(주	20	1.5%
관광공제회	16	1.2%
부산광역시관광협회	15	1.1%
한국관광협회중앙회여행공제회	12	0.9%
Other values (19)	43	3.2%

건물용도명
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	993
근린생활시설	169
사무실	53
교육연구시설	6
기타	5
Other values (6)	9

Length

Max length	15
Median length	4
Mean length	4.2404858
Min length	2

Unique

Unique	4 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	993	80.4%
근린생활시설	169	13.7%
사무실	53	4.3%
교육연구시설	6	0.5%
기타	5	0.4%
아파트	3	0.2%
유통시설	2	0.2%
복지시설	1	0.1%
다세대주택	1	0.1%
다가구용 주택(공동주택적용)	1	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	993	80.3%
근린생활시설	169	13.7%
사무실	53	4.3%
교육연구시설	6	0.5%
기타	5	0.4%
아파트	3	0.2%
유통시설	2	0.2%
복지시설	1	0.1%
다세대주택	1	0.1%
다가구용	1	0.1%
Other values (2)	2	0.2%

지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	11.0%
Missing	998
Missing (%)	80.8%
Infinite	0
Infinite (%)	0.0%
Mean	5.0801688

Minimum	0
Maximum	49
Zeros	16
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	5
95-th percentile	16.2
Maximum	49
Range	49
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	6.4445078
Coefficient of variation (CV)	1.2685618
Kurtosis	16.342563
Mean	5.0801688
Median Absolute Deviation (MAD)	1
Skewness	3.5910593
Sum	1204
Variance	41.531681
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
2	60	4.9%
3	39	3.2%
4	26	2.1%
5	23	1.9%
1	17	1.4%
0	16	1.3%
6	10	0.8%
9	8	0.6%
7	8	0.6%
10	5	0.4%
Other values (16)	25	2.0%
(Missing)	998	80.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	1.3%
1	17	1.4%
2	60	4.9%
3	39	3.2%
4	26	2.1%
5	23	1.9%
6	10	0.8%
7	8	0.6%
8	4	0.3%
9	8	0.6%

Value	Count	Frequency (%)
49	1	0.1%
43	1	0.1%
32	1	0.1%
29	1	0.1%
26	3	0.2%
24	1	0.1%
23	1	0.1%
22	1	0.1%
20	1	0.1%
17	1	0.1%

지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	6.6%
Missing	1113
Missing (%)	90.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.295082

Minimum	0
Maximum	7
Zeros	26
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	1.3464893
Coefficient of variation (CV)	1.0396943
Kurtosis	4.579436
Mean	1.295082
Median Absolute Deviation (MAD)	0
Skewness	2.0673555
Sum	158
Variance	1.8130335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	69	5.6%
0	26	2.1%
2	13	1.1%
5	6	0.5%
3	4	0.3%
4	2	0.2%
7	1	0.1%
6	1	0.1%
(Missing)	1113	90.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	2.1%
1	69	5.6%
2	13	1.1%
3	4	0.3%
4	2	0.2%
5	6	0.5%
6	1	0.1%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
6	1	0.1%
5	6	0.5%
4	2	0.2%
3	4	0.3%
2	13	1.1%
1	69	5.6%
0	26	2.1%

객실수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

건축연면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

영문상호명
Text

MISSING

Distinct	29
Distinct (%)	100.0%
Missing	1206
Missing (%)	97.7%
Memory size	9.8 KiB

Length

Max length	43
Median length	25
Mean length	20.172414
Min length	7

Characters and Unicode

Total characters	585
Distinct characters	52
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	29 ?
Unique (%)	100.0%

Sample

1st row	Leaders Tour
2nd row	SEOKWANG Travel
3rd row	EMTCO Limited
4th row	Nadri Tour Co.,Ltd.
5th row	S&G.CO.,Ltd

Value	Count	Frequency (%)
tour	13	13.0%
travel	9	9.0%
ltd	7	7.0%
co	7	7.0%
co.,ltd	5	5.0%
inc	4	4.0%
service	3	3.0%
agency	3	3.0%
air	2	2.0%
express	2	2.0%
Other values (43)	45	45.0%

Most occurring characters

Value	Count	Frequency (%)
	71	12.1%
T	35	6.0%
O	29	5.0%
R	29	5.0%
L	28	4.8%
E	28	4.8%
.	23	3.9%
A	23	3.9%
C	22	3.8%
S	19	3.2%
Other values (42)	278	47.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	327	55.9%
Lowercase Letter	149	25.5%
Space Separator	71	12.1%
Other Punctuation	36	6.2%
Open Punctuation	1	0.2%
Close Punctuation	1	0.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	35	10.7%
O	29	8.9%
R	29	8.9%
L	28	8.6%
E	28	8.6%
A	23	7.0%
C	22	6.7%
S	19	5.8%
U	19	5.8%
I	15	4.6%
Other values (14)	80	24.5%

Lowercase Letter

Value	Count	Frequency (%)
a	18	12.1%
n	16	10.7%
o	15	10.1%
e	15	10.1%
r	14	9.4%
t	11	7.4%
d	10	6.7%
c	9	6.0%
u	7	4.7%
l	6	4.0%
Other values (12)	28	18.8%

Other Punctuation

Value	Count	Frequency (%)
.	23	63.9%
,	11	30.6%
&	2	5.6%

Space Separator

Value	Count	Frequency (%)
	71	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	476	81.4%
Common	109	18.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	35	7.4%
O	29	6.1%
R	29	6.1%
L	28	5.9%
E	28	5.9%
A	23	4.8%
C	22	4.6%
S	19	4.0%
U	19	4.0%
a	18	3.8%
Other values (36)	226	47.5%

Common

Value	Count	Frequency (%)
	71	65.1%
.	23	21.1%
,	11	10.1%
&	2	1.8%
(	1	0.9%
)	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	585	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	71	12.1%
T	35	6.0%
O	29	5.0%
R	29	5.0%
L	28	4.8%
E	28	4.8%
.	23	3.9%
A	23	3.9%
C	22	3.8%
S	19	3.2%
Other values (42)	278	47.5%

영문상호주소
Categorical

IMBALANCE

Distinct	13
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1206
Domestic travel business	6
DOMESTIC TRAVEL BUSINESS	4
Inland Travel Business	3
Domestic Traval Agency	3
Other values (8)	13

Length

Max length	30
Median length	4
Mean length	4.4550607
Min length	4

Unique

Unique	5 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1206	97.7%
Domestic travel business	6	0.5%
DOMESTIC TRAVEL BUSINESS	4	0.3%
Inland Travel Business	3	0.2%
Domestic Traval Agency	3	0.2%
Domestic Travel Agency	3	0.2%
DOMESTIC TRAVEL AGENCY	3	0.2%
WITHIN A COUNTRY TRAVEL AGENCY	2	0.2%
Domestic Travel Industry	1	0.1%
Domestic Travel Business	1	0.1%
Other values (3)	3	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1206	93.1%
travel	26	2.0%
domestic	22	1.7%
business	15	1.2%
agency	12	0.9%
inland	3	0.2%
traval	3	0.2%
within	2	0.2%
a	2	0.2%
country	2	0.2%
Other values (3)	3	0.2%

선박총톤수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

선박척수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

무대면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

좌석수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

회의실별동시수용인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	222
Distinct (%)	74.2%
Missing	936
Missing (%)	75.8%
Infinite	0
Infinite (%)	0.0%
Mean	310.02191

Minimum	0
Maximum	43511
Zeros	18
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	29.345
median	49.58
Q3	88.45
95-th percentile	204.107
Maximum	43511
Range	43511
Interquartile range (IQR)	59.105

Descriptive statistics

Standard deviation	2748.1214
Coefficient of variation (CV)	8.8642814
Kurtosis	212.79747
Mean	310.02191
Median Absolute Deviation (MAD)	27.42
Skewness	14.134069
Sum	92696.55
Variance	7552171.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	18	1.5%
33.0	12	1.0%
30.0	7	0.6%
50.0	6	0.5%
66.0	6	0.5%
20.0	5	0.4%
198.0	3	0.2%
12.0	3	0.2%
42.05	3	0.2%
49.5	3	0.2%
Other values (212)	233	18.9%
(Missing)	936	75.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	18	1.5%
2.58	1	0.1%
4.05	1	0.1%
6.0	1	0.1%
6.6	1	0.1%
6.71	1	0.1%
8.0	1	0.1%
8.4	1	0.1%
10.0	1	0.1%
12.0	3	0.2%

Value	Count	Frequency (%)
43511.0	1	0.1%
18592.0	1	0.1%
3920.67	1	0.1%
3480.76	1	0.1%
2988.0	1	0.1%
1022.9	1	0.1%
1013.0	1	0.1%
268.5	1	0.1%
258.15	1	0.1%
243.34	1	0.1%

놀이기구수내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

놀이시설수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

기획여행보험시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1234
20200205	1

Length

Max length	8
Median length	4
Mean length	4.0032389
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>	1234	99.9%
20200205	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1234	99.9%
20200205	1	0.1%

기획여행보험종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1234
20210204	1

Length

Max length	8
Median length	4
Mean length	4.0032389
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>	1234	99.9%
20210204	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1234	99.9%
20210204	1	0.1%

자본금
Real number (ℝ)

MISSING

Distinct	138
Distinct (%)	17.2%
Missing	433
Missing (%)	35.1%
Infinite	0
Infinite (%)	0.0%
Mean	87682581

Minimum	5000
Maximum	6.5122084 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	5000
5-th percentile	15000000
Q1	30000000
median	50000000
Q3	1 × 10⁸
95-th percentile	1.5 × 10⁸
Maximum	6.5122084 × 10⁹
Range	6.5122034 × 10⁹
Interquartile range (IQR)	70000000

Descriptive statistics

Standard deviation	2.6903425 × 10⁸
Coefficient of variation (CV)	3.0682747
Kurtosis	438.92433
Mean	87682581
Median Absolute Deviation (MAD)	20000000
Skewness	19.720573
Sum	7.032143 × 10¹⁰
Variance	7.2379427 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50000000	191	15.5%
30000000	108	8.7%
150000000	103	8.3%
100000000	72	5.8%
15000000	55	4.5%
90000000	53	4.3%
45000000	21	1.7%
20000000	16	1.3%
60000000	16	1.3%
500000000	5	0.4%
Other values (128)	162	13.1%
(Missing)	433	35.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5000	1	0.1%
5300	1	0.1%
30000	1	0.1%
1500000	1	0.1%
1750000	1	0.1%
3000000	4	0.3%
5000000	1	0.1%
10000000	2	0.2%
15000000	55	4.5%
15001346	1	0.1%

Value	Count	Frequency (%)
6512208375	1	0.1%
3500000000	1	0.1%
1000000000	1	0.1%
950000000	1	0.1%
505000000	1	0.1%
500000000	5	0.4%
490000000	1	0.1%
375256000	1	0.1%
300000000	3	0.2%
281323639	1	0.1%

보험시작일자
Real number (ℝ)

MISSING

Distinct	636
Distinct (%)	78.0%
Missing	420
Missing (%)	34.0%
Infinite	0
Infinite (%)	0.0%
Mean	20184443

Minimum	20021021
Maximum	20210828
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	20021021
5-th percentile	20110816
Q1	20171110
median	20200312
Q3	20201102
95-th percentile	20210506
Maximum	20210828
Range	189807
Interquartile range (IQR)	29992

Descriptive statistics

Standard deviation	31387
Coefficient of variation (CV)	0.0015550095
Kurtosis	4.267049
Mean	20184443
Median Absolute Deviation (MAD)	9894
Skewness	-1.9694162
Sum	1.6450321 × 10¹⁰
Variance	9.8514376 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210401	8	0.6%
20200701	5	0.4%
20200826	5	0.4%
20200625	5	0.4%
20200718	5	0.4%
20210101	5	0.4%
20210201	5	0.4%
20210325	4	0.3%
20200731	4	0.3%
20201201	4	0.3%
Other values (626)	765	61.9%
(Missing)	420	34.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20021021	1	0.1%
20030812	1	0.1%
20030925	1	0.1%
20040420	1	0.1%
20051201	1	0.1%
20070111	1	0.1%
20070601	1	0.1%
20070802	1	0.1%
20071116	1	0.1%
20080303	1	0.1%

Value	Count	Frequency (%)
20210828	1	0.1%
20210715	1	0.1%
20210705	1	0.1%
20210701	2	0.2%
20210621	1	0.1%
20210619	1	0.1%
20210618	1	0.1%
20210615	1	0.1%
20210614	1	0.1%
20210610	1	0.1%

보험종료일자
Real number (ℝ)

MISSING

Distinct	629
Distinct (%)	77.1%
Missing	419
Missing (%)	33.9%
Infinite	0
Infinite (%)	0.0%
Mean	20197053

Minimum	20031021
Maximum	21210810
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	20031021
5-th percentile	20120988
Q1	20181180
median	20210330
Q3	20211109
95-th percentile	20220511
Maximum	21210810
Range	1179789
Interquartile range (IQR)	29929

Descriptive statistics

Standard deviation	59204.51
Coefficient of variation (CV)	0.002931344
Kurtosis	210.0789
Mean	20197053
Median Absolute Deviation (MAD)	9890.5
Skewness	12.025119
Sum	1.6480795 × 10¹⁰
Variance	3.505174 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20220331	7	0.6%
20211231	6	0.5%
20210630	5	0.4%
20220131	5	0.4%
20210825	5	0.4%
20200704	4	0.3%
20211130	4	0.3%
20210624	4	0.3%
20210826	4	0.3%
20220325	4	0.3%
Other values (619)	768	62.2%
(Missing)	419	33.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20031021	1	0.1%
20040812	1	0.1%
20040925	1	0.1%
20050420	1	0.1%
20061201	1	0.1%
20080111	1	0.1%
20080601	1	0.1%
20080802	1	0.1%
20081115	1	0.1%
20090704	1	0.1%

Value	Count	Frequency (%)
21210810	1	0.1%
21210714	1	0.1%
20240301	1	0.1%
20221110	1	0.1%
20221027	1	0.1%
20220828	1	0.1%
20220806	1	0.1%
20220715	1	0.1%
20220705	1	0.1%
20220630	2	0.2%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	129
Distinct (%)	43.1%
Missing	936
Missing (%)	75.8%
Infinite	0
Infinite (%)	0.0%
Mean	310.04348

Minimum	0
Maximum	43511
Zeros	18
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	29.5
median	50
Q3	88.5
95-th percentile	203.9
Maximum	43511
Range	43511
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	2748.122
Coefficient of variation (CV)	8.8636664
Kurtosis	212.79685
Mean	310.04348
Median Absolute Deviation (MAD)	27
Skewness	14.13404
Sum	92703
Variance	7552174.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	1.5%
33	16	1.3%
50	11	0.9%
30	9	0.7%
20	9	0.7%
66	8	0.6%
40	7	0.6%
15	6	0.5%
26	5	0.4%
42	5	0.4%
Other values (119)	205	16.6%
(Missing)	936	75.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	1.5%
3	1	0.1%
4	1	0.1%
6	1	0.1%
7	2	0.2%
8	2	0.2%
10	1	0.1%
12	3	0.2%
13	2	0.2%
15	6	0.5%

Value	Count	Frequency (%)
43511	1	0.1%
18592	1	0.1%
3921	1	0.1%
3481	1	0.1%
2988	1	0.1%
1023	1	0.1%
1013	1	0.1%
269	1	0.1%
258	1	0.1%
243	1	0.1%

Unnamed: 63
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1235
Missing (%)	100.0%
Memory size	11.0 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	문화체육업종명	문화사업자구분명	지역구분명	총층수	주변환경명	제작취급품목내용	보험기관명	건물용도명	지상층수	지하층수	객실수	건축연면적	영문상호명	영문상호주소	선박총톤수	선박척수	선박제원	무대면적	좌석수	기념품종류	회의실별동시수용인원	시설면적	놀이기구수내역	놀이시설수	방송시설유무	발전시설유무	의무실유무	안내소유무	기획여행보험시작일자	기획여행보험종료일자	자본금	보험시작일자	보험종료일자	부대시설내역	시설규모	Unnamed: 63
0	1	국내여행업	03_12_01_P	3250000	CDFI2260012007000013	20071109	<NA>	2	휴업	2	휴업	<NA>	20210101	20211231	<NA>	469-7731	<NA>	600815	부산광역시 중구 중앙동4가 53-30	부산광역시 중구 중앙대로81번길 2 (중앙동4가)	<NA>	(주)팔성국제관광	20210311140247	U	2021-03-13 02:40:00.0	<NA>	385556.341486	180343.213568	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	150000000	20181109	20191108	<NA>	<NA>	<NA>
1	2	국내여행업	03_12_01_P	3250000	CDFI2260012019000002	20190110	<NA>	3	폐업	3	폐업	20200106	<NA>	<NA>	<NA>	051241 0909	<NA>	<NA>	부산광역시 중구 남포동4가 44-3번지	부산광역시 중구 자갈치해안로 60 (남포동4가)	48984	부산남항유람선 자갈치크루즈	20200106150326	U	2020-01-08 02:40:00.0	<NA>	385191.013393	179401.283402	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험주식회사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	16243358	20190114	20200113	<NA>	<NA>	<NA>
2	3	국내여행업	03_12_01_P	3250000	CDFI2260012019000006	20190829	<NA>	3	폐업	3	폐업	20190924	<NA>	<NA>	<NA>	051-464-6464	<NA>	<NA>	부산광역시 중구 중앙동4가 15-3번지	부산광역시 중구 충장대로 24, 부산항연안여객터미널 1층 (중앙동4가)	48940	(주)마린크루즈	20190924165841	U	2019-09-26 02:40:00.0	<NA>	386032.236799	180263.270671	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	15000000	<NA>	<NA>	<NA>	<NA>	<NA>
3	4	국내여행업	03_12_01_P	3250000	CDFI2260011997000006	19970421	<NA>	3	폐업	3	폐업	20060704	<NA>	<NA>	<NA>	254-4061	<NA>	600045	부산광역시 중구 남포동5가 39-6번지	부산광역시 중구 중구로 2 (남포동5가)	<NA>	(주)초이스관광여행사	20060704162946	I	2018-08-31 23:59:59.0	<NA>	384877.272224	179536.794609	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	5	국내여행업	03_12_01_P	3250000	CDFI2260011994000001	19940929	<NA>	3	폐업	3	폐업	20200317	<NA>	<NA>	<NA>	246-1003	<NA>	600046	부산광역시 중구 남포동6가 113-1번지	부산광역시 중구 구덕로 87-1 (남포동6가)	<NA>	(주)미래투어	20200317173318	U	2020-03-19 02:40:00.0	<NA>	384708.848958	179404.943227	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20181008	20191017	<NA>	<NA>	<NA>
5	6	국내여행업	03_12_01_P	3250000	CDFI2260011997000007	19970801	<NA>	3	폐업	3	폐업	20060517	<NA>	<NA>	<NA>	442-5020	<NA>	600815	부산광역시 중구 중앙동4가 37-16번지 동아제일빌딩 903호	부산광역시 중구 중앙대로81번길 9, 903호 (중앙동4가,동아제일빌딩)	<NA>	(주)세진여행사	20060517165132	I	2018-08-31 23:59:59.0	<NA>	385473.57641	180297.978229	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	7	국내여행업	03_12_01_P	3250000	CDFI2260011998000001	19980202	<NA>	3	폐업	3	폐업	20090129	<NA>	<NA>	<NA>	462-6661	<NA>	600814	부산광역시 중구 중앙동4가 89-1번지	부산광역시 중구 중앙대로 94 (중앙동4가)	<NA>	(주)아주좋은여행사	20090129180902	I	2018-08-31 23:59:59.0	<NA>	385624.46871	180447.914514	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	8	국내여행업	03_12_01_P	3250000	CDFI2260012000000008	20001024	<NA>	3	폐업	3	폐업	20200318	<NA>	<NA>	<NA>	247-1122	<NA>	<NA>	부산광역시 중구 부평동2가 68-4번지	부산광역시 중구 흑교로 18 (부평동2가)	48977	(주)뉴태평양여행사	20200318155253	U	2020-03-20 02:40:00.0	<NA>	384598.903965	179879.997495	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	한국관광협회	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20190625	20200625	<NA>	<NA>	<NA>
8	9	국내여행업	03_12_01_P	3250000	CDFI2260012007000011	20071018	<NA>	3	폐업	3	폐업	20071101	<NA>	<NA>	<NA>	463-5585	<NA>	600811	부산광역시 중구 영주동 31-13번지	부산광역시 중구 대영로 245 (영주동)	<NA>	해정여행사	20071101133817	I	2018-08-31 23:59:59.0	<NA>	385692.204059	181148.902569	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	50000000	<NA>	<NA>	<NA>	<NA>	<NA>
9	10	국내여행업	03_12_01_P	3250000	CDFI2260012007000012	20071030	<NA>	3	폐업	3	폐업	20110422	<NA>	<NA>	<NA>	051-465-7111	<NA>	600013	부산광역시 중구 중앙동3가 1번지 부산우체국보험회관 9층	부산광역시 중구 중앙대로 63 (중앙동3가,부산우체국보험회관 9층)	<NA>	(주)조이로드	20110425134240	I	2018-08-31 23:59:59.0	<NA>	385561.650139	180152.738082	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20091029	20101028	<NA>	<NA>	<NA>

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	문화체육업종명	문화사업자구분명	지역구분명	총층수	주변환경명	제작취급품목내용	보험기관명	건물용도명	지상층수	지하층수	객실수	건축연면적	영문상호명	영문상호주소	선박총톤수	선박척수	선박제원	무대면적	좌석수	기념품종류	회의실별동시수용인원	시설면적	놀이기구수내역	놀이시설수	방송시설유무	발전시설유무	의무실유무	안내소유무	기획여행보험시작일자	기획여행보험종료일자	자본금	보험시작일자	보험종료일자	부대시설내역	시설규모	Unnamed: 63
1225	1226	국내여행업	03_12_01_P	3330000	CDFI2260012020000008	20200806	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-742-0770	<NA>	<NA>	부산광역시 해운대구 우동 1405 마린파크 406호	부산광역시 해운대구 마린시티2로 2, 마린파크 406호 (우동)	48092	주식회사 예림	20200806112517	I	2020-08-08 00:23:14.0	<NA>	395308.610453	186564.639114	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1226	1227	국내여행업	03_12_01_P	3330000	CDFI2260012021000001	20180409	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 해운대구 우동 1407 해운대두산위브더제니스 104동 214호	부산광역시 해운대구 마린시티2로 33, 104동 214호 (우동, 해운대두산위브더제니스)	48119	(주)아리아투어	20210222181139	I	2021-02-24 00:23:01.0	<NA>	395388.71507	186268.853283	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험주식회사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	15000000	20200401	20210331	<NA>	<NA>	<NA>
1227	1228	국내여행업	03_12_01_P	3330000	CDFI2260012021000003	20210414	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 해운대구 중동 1394-286 크리스탈비치오피스텔 620호	부산광역시 해운대구 해운대해변로 291, 크리스탈비치오피스텔 620호 (중동)	48095	부산여성트레킹	20210416105129	U	2021-04-18 02:40:00.0	<NA>	396962.538162	186759.941709	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210414	20220413	<NA>	<NA>	<NA>
1228	1229	국내여행업	03_12_01_P	3330000	CDFI2260012021000002	20210318	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 해운대구 재송동 1108-6 303호	부산광역시 해운대구 해운대로143번길 38, 303호 (재송동)	48055	모아디자인	20210323124804	U	2021-03-25 02:40:00.0	<NA>	393326.171272	189353.108229	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210322	20220321	<NA>	<NA>	<NA>
1229	1230	국내여행업	03_12_01_P	3330000	CDFI2260012020000009	20201127	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-633-1161	<NA>	<NA>	부산광역시 해운대구 재송동 939-2 센텀이편한세상아파트 101동 2001호	부산광역시 해운대구 해운대로76번길 55, 101동 2001호 (재송동, 센텀이편한세상아파트)	48048	(주)콜럼버스코리아	20201221160950	U	2020-12-23 02:40:00.0	<NA>	392799.149932	189781.150493	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20201201	20211130	<NA>	<NA>	<NA>
1230	1231	국내여행업	03_12_01_P	3330000	CDFI2260012001000001	20010330	<NA>	4	취소/말소/만료/정지/중지	30	허가취소	<NA>	<NA>	<NA>	<NA>	051-747-4446	<NA>	612824	부산광역시 해운대구 우동 1434번지 선프라자 201	부산광역시 해운대구 마린시티3로 1, 201호 (우동, 선프라자)	612725	(주)뉴그린여행사	20111115163559	I	2018-08-31 23:59:59.0	<NA>	395615.201854	186406.750871	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1231	1232	국내여행업	03_12_01_P	3330000	CDFI2260012013000003	20130308	20150128	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612862	부산광역시 해운대구 좌동 1432-4번지 르네상스오피스텔 304호	부산광역시 해운대구 좌동순환로249번길 11, 304호 (좌동, 르네상스오피스텔)	612862	(주) 밀크투어	20150325162610	I	2018-08-31 23:59:59.0	<NA>	398665.261088	188263.875653	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3000000	20130315	20140314	<NA>	<NA>	<NA>
1232	1233	국내여행업	03_12_01_P	3330000	CDFI2260012010000006	20100916	20141007	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	740-6033	<NA>	612726	부산광역시 해운대구 우동 오션타워 718호	부산광역시 해운대구 해운대해변로 203, 718호 (우동, 오션타워)	612726	(주)비케이트래블	20141226115313	I	2018-08-31 23:59:59.0	<NA>	396180.621245	186522.350475	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	81517681	<NA>	<NA>	<NA>	<NA>	<NA>
1233	1234	국내여행업	03_12_01_P	3330000	CDFI2260012004000001	20040107	20141007	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612836	부산광역시 해운대구 좌동 1460-4번지 쌍용플래티넘트윈102-201호	부산광역시 해운대구 양운로 82, 102동 201호 (좌동, 쌍용플래티넘트윈)	612836	(주) 신나라 투어	20141226115517	I	2018-08-31 23:59:59.0	<NA>	398133.960402	187864.096706	국내여행업	관광사업	일반상업지역	7	아파트지역	<NA>	<NA>	사무실	7	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	150000000	<NA>	<NA>	<NA>	<NA>	<NA>
1234	1235	국내여행업	03_12_01_P	3330000	CDFI2260012004000005	20040310	20140912	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	051-731-7191	<NA>	612821	부산광역시 해운대구 우동 640-24번지	부산광역시 해운대구 해운대로 575 (우동)	612821	(주)W.T.우리여행사	20141226115732	I	2018-08-31 23:59:59.0	<NA>	396225.196088	186827.050656	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

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Common Values

Length

Common Values (Plot)

Most occurring characters

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Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

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)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Space Separator

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator