gimi9 Pandas Profiling

Dataset statistics

Number of variables	64
Number of observations	1238
Missing cells	26688
Missing cells (%)	33.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	673.5 KiB
Average record size in memory	557.1 B

Variable types

Numeric	19
Categorical	25
Text	6
Unsupported	13
DateTime	1

Dataset

Description	2021-09-01
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 (52.1%)	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 (73.1%)	Imbalance
`건물용도명` is highly imbalanced (71.6%)	Imbalance
`객실수` is highly imbalanced (82.7%)	Imbalance
`건축연면적` is highly imbalanced (82.7%)	Imbalance
`영문상호주소` is highly imbalanced (93.6%)	Imbalance
`선박총톤수` is highly imbalanced (82.7%)	Imbalance
`선박척수` is highly imbalanced (82.7%)	Imbalance
`무대면적` is highly imbalanced (82.7%)	Imbalance
`좌석수` is highly imbalanced (82.7%)	Imbalance
`회의실별동시수용인원` is highly imbalanced (82.7%)	Imbalance
`놀이시설수` is highly imbalanced (82.7%)	Imbalance
`기획여행보험시작일자` is highly imbalanced (99.1%)	Imbalance
`기획여행보험종료일자` is highly imbalanced (99.1%)	Imbalance
`인허가취소일자` has 1192 (96.3%) missing values	Missing
`폐업일자` has 633 (51.1%) missing values	Missing
`재개업일자` has 1238 (100.0%) missing values	Missing
`소재지전화` has 300 (24.2%) missing values	Missing
`소재지면적` has 1238 (100.0%) missing values	Missing
`소재지우편번호` has 570 (46.0%) missing values	Missing
`도로명전체주소` has 56 (4.5%) missing values	Missing
`도로명우편번호` has 400 (32.3%) missing values	Missing
`업태구분명` has 1238 (100.0%) missing values	Missing
`좌표정보(x)` has 37 (3.0%) missing values	Missing
`좌표정보(y)` has 37 (3.0%) missing values	Missing
`총층수` has 998 (80.6%) missing values	Missing
`제작취급품목내용` has 1238 (100.0%) missing values	Missing
`지상층수` has 978 (79.0%) missing values	Missing
`지하층수` has 1087 (87.8%) missing values	Missing
`영문상호명` has 1209 (97.7%) missing values	Missing
`선박제원` has 1238 (100.0%) missing values	Missing
`기념품종류` has 1238 (100.0%) missing values	Missing
`시설면적` has 916 (74.0%) missing values	Missing
`놀이기구수내역` has 1238 (100.0%) missing values	Missing
`방송시설유무` has 1238 (100.0%) missing values	Missing
`발전시설유무` has 1238 (100.0%) missing values	Missing
`의무실유무` has 1238 (100.0%) missing values	Missing
`안내소유무` has 1238 (100.0%) missing values	Missing
`자본금` has 426 (34.4%) missing values	Missing
`보험시작일자` has 420 (33.9%) missing values	Missing
`보험종료일자` has 419 (33.8%) missing values	Missing
`부대시설내역` has 1238 (100.0%) missing values	Missing
`시설규모` has 916 (74.0%) missing values	Missing
`Unnamed: 63` has 1238 (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
`선박제원` 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
`놀이기구수내역` 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 43 (3.5%) zeros	Zeros
`지상층수` has 39 (3.2%) zeros	Zeros
`지하층수` has 55 (4.4%) zeros	Zeros
`시설면적` has 40 (3.2%) zeros	Zeros
`시설규모` has 40 (3.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-16 06:50:02.594760
Analysis finished	2024-04-16 06:50:03.656551
Duration	1.06 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1238
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	619.5

Minimum	1
Maximum	1238
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	1
5-th percentile	62.85
Q1	310.25
median	619.5
Q3	928.75
95-th percentile	1176.15
Maximum	1238
Range	1237
Interquartile range (IQR)	618.5

Descriptive statistics

Standard deviation	357.52413
Coefficient of variation (CV)	0.57711723
Kurtosis	-1.2
Mean	619.5
Median Absolute Deviation (MAD)	309.5
Skewness	0
Sum	766941
Variance	127823.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
825	1	0.1%
832	1	0.1%
831	1	0.1%
830	1	0.1%
829	1	0.1%
828	1	0.1%
827	1	0.1%
826	1	0.1%
824	1	0.1%
Other values (1228)	1228	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 (%)
1238	1	0.1%
1237	1	0.1%
1236	1	0.1%
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%

개방서비스명
Categorical

CONSTANT

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

국내여행업	1238

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	1238	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1238	100.0%

개방서비스id
Categorical

CONSTANT

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

03_12_01_P	1238

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	1238	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_12_01_p	1238	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3310274.6

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	41240.923
Coefficient of variation (CV)	0.01245846
Kurtosis	-0.86010401
Mean	3310274.6
Median Absolute Deviation (MAD)	30000
Skewness	0.37448591
Sum	4.09812 × 10⁹
Variance	1.7008138 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	266	21.5%
3250000	143	11.6%
3330000	138	11.1%
3270000	131	10.6%
3300000	100	8.1%
3370000	97	7.8%
3310000	71	5.7%
3350000	61	4.9%
3380000	59	4.8%
3340000	39	3.2%
Other values (6)	133	10.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	143	11.6%
3260000	13	1.1%
3270000	131	10.6%
3280000	18	1.5%
3290000	266	21.5%
3300000	100	8.1%
3310000	71	5.7%
3320000	34	2.7%
3330000	138	11.1%
3340000	39	3.2%

Value	Count	Frequency (%)
3400000	14	1.1%
3390000	35	2.8%
3380000	59	4.8%
3370000	97	7.8%
3360000	19	1.5%
3350000	61	4.9%
3340000	39	3.2%
3330000	138	11.1%
3320000	34	2.7%
3310000	71	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	24760
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 (%)	9.0%

Sample

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

Value	Count	Frequency (%)
cdfi2260012011000001	15	1.2%
cdfi2260012019000001	14	1.1%
cdfi2260012020000001	14	1.1%
cdfi2260012021000001	13	1.1%
cdfi2260012016000001	13	1.1%
cdfi2260012019000002	13	1.1%
cdfi2260012020000002	12	1.0%
cdfi2260012001000001	12	1.0%
cdfi2260012017000002	12	1.0%
cdfi2260012018000002	12	1.0%
Other values (346)	1108	89.5%

Most occurring characters

Value	Count	Frequency (%)
0	10178	41.1%
2	4033	16.3%
1	2556	10.3%
6	1470	5.9%
C	1238	5.0%
D	1238	5.0%
F	1238	5.0%
I	1238	5.0%
9	432	1.7%
4	246	1.0%
Other values (4)	893	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19808	80.0%
Uppercase Letter	4952	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10178	51.4%
2	4033	20.4%
1	2556	12.9%
6	1470	7.4%
9	432	2.2%
4	246	1.2%
5	244	1.2%
3	241	1.2%
7	232	1.2%
8	176	0.9%

Uppercase Letter

Value	Count	Frequency (%)
C	1238	25.0%
D	1238	25.0%
F	1238	25.0%
I	1238	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19808	80.0%
Latin	4952	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10178	51.4%
2	4033	20.4%
1	2556	12.9%
6	1470	7.4%
9	432	2.2%
4	246	1.2%
5	244	1.2%
3	241	1.2%
7	232	1.2%
8	176	0.9%

Latin

Value	Count	Frequency (%)
C	1238	25.0%
D	1238	25.0%
F	1238	25.0%
I	1238	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24760	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10178	41.1%
2	4033	16.3%
1	2556	10.3%
6	1470	5.9%
C	1238	5.0%
D	1238	5.0%
F	1238	5.0%
I	1238	5.0%
9	432	1.7%
4	246	1.0%
Other values (4)	893	3.6%

인허가일자
Real number (ℝ)

Distinct	1093
Distinct (%)	88.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20095205

Minimum	19840924
Maximum	20210727
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	19840924
5-th percentile	19970420
Q1	20041147
median	20101117
Q3	20151118
95-th percentile	20200133
Maximum	20210727
Range	369803
Interquartile range (IQR)	109971.25

Descriptive statistics

Standard deviation	72151.37
Coefficient of variation (CV)	0.0035904769
Kurtosis	-0.46634608
Mean	20095205
Median Absolute Deviation (MAD)	50807.5
Skewness	-0.46942783
Sum	2.4877864 × 10¹⁰
Variance	5.2058203 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20051123	4	0.3%
20190328	4	0.3%
20120402	3	0.2%
20150209	3	0.2%
20151006	3	0.2%
20140721	3	0.2%
20020302	3	0.2%
20180628	3	0.2%
20160129	3	0.2%
20160713	3	0.2%
Other values (1083)	1206	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 (%)
20210727	1	0.1%
20210719	1	0.1%
20210707	1	0.1%
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%

인허가취소일자
Real number (ℝ)

MISSING

Distinct	40
Distinct (%)	87.0%
Missing	1192
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)	1192	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	566
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	48.5%
1	566	45.7%
4	66	5.3%
2	5	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	601	48.5%
1	566	45.7%
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	566
취소/말소/만료/정지/중지	66
휴업	5

Length

Max length	14
Median length	5
Mean length	4.0113086
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	48.5%
영업/정상	566	45.7%
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	48.5%
영업/정상	566	45.7%
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	9.0662359

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	7.152489
Coefficient of variation (CV)	0.78891495
Kurtosis	2.22198
Mean	9.0662359
Median Absolute Deviation (MAD)	10
Skewness	1.3540638
Sum	11224
Variance	51.158099
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	601	48.5%
13	566	45.7%
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	48.5%
13	566	45.7%
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	566	45.7%
3	601	48.5%
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	566
등록취소	45
허가취소	15
휴업	5
Other values (2)	6

Length

Max length	4
Median length	3
Mean length	2.5638126
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	48.5%
영업중	566	45.7%
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	48.5%
영업중	566	45.7%
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	633
Missing (%)	51.1%
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	46.2%
(Missing)	633	51.1%

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>	1233
20210101	1
20201201	1
20200401	1
20130510	1

Length

Max length	8
Median length	4
Mean length	4.0161551
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>	1233	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	1233	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>	1233
20211231	1
20211130	1
20210930	1
20140509	1

Length

Max length	8
Median length	4
Mean length	4.0161551
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>	1233	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	1233	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	1238
Missing (%)	100.0%
Memory size	11.0 KiB

소재지전화
Text

MISSING

Distinct	906
Distinct (%)	96.6%
Missing	300
Missing (%)	24.2%
Memory size	9.8 KiB

Length

Max length	18
Median length	12
Mean length	10.646055
Min length	1

Characters and Unicode

Total characters	9986
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	878 ?
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	31	3.1%
	5	0.5%
740-6353	3	0.3%
051-467-5111	2	0.2%
809	2	0.2%
261	2	0.2%
051-311-2133	2	0.2%
808-2211	2	0.2%
702-8260	2	0.2%
051-266-5600	2	0.2%
Other values (922)	943	94.7%

Most occurring characters

Value	Count	Frequency (%)
0	1577	15.8%
-	1435	14.4%
1	1339	13.4%
5	1309	13.1%
6	738	7.4%
8	717	7.2%
4	673	6.7%
2	630	6.3%
7	612	6.1%
3	489	4.9%
Other values (6)	467	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8464	84.8%
Dash Punctuation	1435	14.4%
Space Separator	58	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	1577	18.6%
1	1339	15.8%
5	1309	15.5%
6	738	8.7%
8	717	8.5%
4	673	8.0%
2	630	7.4%
7	612	7.2%
3	489	5.8%
9	380	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 (%)
	58	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	9986	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1577	15.8%
-	1435	14.4%
1	1339	13.4%
5	1309	13.1%
6	738	7.4%
8	717	7.2%
4	673	6.7%
2	630	6.3%
7	612	6.1%
3	489	4.9%
Other values (6)	467	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9986	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1577	15.8%
-	1435	14.4%
1	1339	13.4%
5	1309	13.1%
6	738	7.4%
8	717	7.2%
4	673	6.7%
2	630	6.3%
7	612	6.1%
3	489	4.9%
Other values (6)	467	4.7%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1238
Missing (%)	100.0%
Memory size	11.0 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	309
Distinct (%)	46.3%
Missing	570
Missing (%)	46.0%
Infinite	0
Infinite (%)	0.0%
Mean	609794.03

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	602828
median	611802
Q3	614822.25
95-th percentile	616852
Maximum	701814
Range	101803
Interquartile range (IQR)	11994.25

Descriptive statistics

Standard deviation	7784.5688
Coefficient of variation (CV)	0.012765899
Kurtosis	49.280707
Mean	609794.03
Median Absolute Deviation (MAD)	3058.5
Skewness	4.6281746
Sum	4.0734241 × 10⁸
Variance	60599511
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600815	17	1.4%
614854	16	1.3%
614844	11	0.9%
614849	11	0.9%
601839	10	0.8%
612824	10	0.8%
607827	10	0.8%
614828	9	0.7%
601715	9	0.7%
600100	8	0.6%
Other values (299)	557	45.0%
(Missing)	570	46.0%

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 (%)	93.9%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Length

Max length	46
Median length	39
Mean length	25.920032
Min length	12

Characters and Unicode

Total characters	32089
Distinct characters	384
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	1109 ?
Unique (%)	89.6%

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	1235	20.0%
부산진구	266	4.3%
중구	143	2.3%
해운대구	138	2.2%
동구	132	2.1%
동래구	101	1.6%
연제구	97	1.6%
초량동	92	1.5%
부전동	92	1.5%
남구	70	1.1%
Other values (1781)	3804	61.7%

Most occurring characters

Value	Count	Frequency (%)
	4932	15.4%
부	1671	5.2%
산	1625	5.1%
1	1613	5.0%
동	1582	4.9%
시	1278	4.0%
광	1270	4.0%
구	1251	3.9%
역	1244	3.9%
-	1091	3.4%
Other values (374)	14532	45.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18824	58.7%
Decimal Number	6892	21.5%
Space Separator	4932	15.4%
Dash Punctuation	1091	3.4%
Lowercase Letter	154	0.5%
Uppercase Letter	152	0.5%
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	1671	8.9%
산	1625	8.6%
동	1582	8.4%
시	1278	6.8%
광	1270	6.7%
구	1251	6.6%
역	1244	6.6%
지	735	3.9%
번	696	3.7%
호	374	2.0%
Other values (320)	7098	37.7%

Uppercase Letter

Value	Count	Frequency (%)
S	34	22.4%
T	20	13.2%
C	14	9.2%
K	13	8.6%
A	11	7.2%
B	11	7.2%
E	7	4.6%
I	6	3.9%
O	6	3.9%
H	5	3.3%
Other values (10)	25	16.4%

Lowercase Letter

Value	Count	Frequency (%)
e	33	21.4%
o	21	13.6%
l	12	7.8%
i	11	7.1%
p	11	7.1%
d	10	6.5%
m	10	6.5%
a	10	6.5%
x	10	6.5%
w	10	6.5%
Other values (7)	16	10.4%

Decimal Number

Value	Count	Frequency (%)
1	1613	23.4%
2	958	13.9%
3	754	10.9%
4	681	9.9%
0	645	9.4%
5	509	7.4%
7	480	7.0%
8	469	6.8%
6	452	6.6%
9	331	4.8%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	4932	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1091	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	18824	58.7%
Common	12959	40.4%
Latin	306	1.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1671	8.9%
산	1625	8.6%
동	1582	8.4%
시	1278	6.8%
광	1270	6.7%
구	1251	6.6%
역	1244	6.6%
지	735	3.9%
번	696	3.7%
호	374	2.0%
Other values (320)	7098	37.7%

Latin

Value	Count	Frequency (%)
S	34	11.1%
e	33	10.8%
o	21	6.9%
T	20	6.5%
C	14	4.6%
K	13	4.2%
l	12	3.9%
A	11	3.6%
i	11	3.6%
B	11	3.6%
Other values (27)	126	41.2%

Common

Value	Count	Frequency (%)
	4932	38.1%
1	1613	12.4%
-	1091	8.4%
2	958	7.4%
3	754	5.8%
4	681	5.3%
0	645	5.0%
5	509	3.9%
7	480	3.7%
8	469	3.6%
Other values (7)	827	6.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18824	58.7%
ASCII	13265	41.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4932	37.2%
1	1613	12.2%
-	1091	8.2%
2	958	7.2%
3	754	5.7%
4	681	5.1%
0	645	4.9%
5	509	3.8%
7	480	3.6%
8	469	3.5%
Other values (44)	1133	8.5%

Hangul

Value	Count	Frequency (%)
부	1671	8.9%
산	1625	8.6%
동	1582	8.4%
시	1278	6.8%
광	1270	6.7%
구	1251	6.6%
역	1244	6.6%
지	735	3.9%
번	696	3.7%
호	374	2.0%
Other values (320)	7098	37.7%

도로명전체주소
Text

MISSING

Distinct	1142
Distinct (%)	96.6%
Missing	56
Missing (%)	4.5%
Memory size	9.8 KiB

Length

Max length	57
Median length	48
Mean length	33.465313
Min length	21

Characters and Unicode

Total characters	39556
Distinct characters	419
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	1109 ?
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	1180	15.9%
부산진구	249	3.3%
중앙대로	172	2.3%
중구	141	1.9%
해운대구	136	1.8%
2층	124	1.7%
동구	117	1.6%
동래구	98	1.3%
연제구	97	1.3%
부전동	68	0.9%
Other values (1837)	5061	68.0%

Most occurring characters

Value	Count	Frequency (%)
	6533	16.5%
동	1639	4.1%
부	1626	4.1%
산	1566	4.0%
1	1411	3.6%
시	1272	3.2%
광	1241	3.1%
,	1229	3.1%
구	1212	3.1%
역	1188	3.0%
Other values (409)	20639	52.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22734	57.5%
Space Separator	6533	16.5%
Decimal Number	6207	15.7%
Other Punctuation	1235	3.1%
Open Punctuation	1179	3.0%
Close Punctuation	1179	3.0%
Dash Punctuation	174	0.4%
Uppercase Letter	158	0.4%
Lowercase Letter	155	0.4%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1639	7.2%
부	1626	7.2%
산	1566	6.9%
시	1272	5.6%
광	1241	5.5%
구	1212	5.3%
역	1188	5.2%
로	1186	5.2%
대	803	3.5%
호	547	2.4%
Other values (355)	10454	46.0%

Uppercase Letter

Value	Count	Frequency (%)
S	34	21.5%
T	18	11.4%
C	16	10.1%
K	14	8.9%
A	13	8.2%
B	13	8.2%
E	8	5.1%
I	6	3.8%
H	6	3.8%
O	5	3.2%
Other values (10)	25	15.8%

Lowercase Letter

Value	Count	Frequency (%)
e	34	21.9%
o	21	13.5%
l	12	7.7%
p	11	7.1%
i	11	7.1%
m	10	6.5%
n	10	6.5%
x	10	6.5%
d	10	6.5%
a	10	6.5%
Other values (7)	16	10.3%

Decimal Number

Value	Count	Frequency (%)
1	1411	22.7%
2	976	15.7%
3	767	12.4%
0	684	11.0%
4	513	8.3%
5	456	7.3%
6	406	6.5%
7	359	5.8%
8	328	5.3%
9	307	4.9%

Other Punctuation

Value	Count	Frequency (%)
,	1229	99.5%
/	6	0.5%

Space Separator

Value	Count	Frequency (%)
	6533	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1179	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1179	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	22734	57.5%
Common	16509	41.7%
Latin	313	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1639	7.2%
부	1626	7.2%
산	1566	6.9%
시	1272	5.6%
광	1241	5.5%
구	1212	5.3%
역	1188	5.2%
로	1186	5.2%
대	803	3.5%
호	547	2.4%
Other values (355)	10454	46.0%

Latin

Value	Count	Frequency (%)
S	34	10.9%
e	34	10.9%
o	21	6.7%
T	18	5.8%
C	16	5.1%
K	14	4.5%
A	13	4.2%
B	13	4.2%
l	12	3.8%
p	11	3.5%
Other values (27)	127	40.6%

Common

Value	Count	Frequency (%)
	6533	39.6%
1	1411	8.5%
,	1229	7.4%
(	1179	7.1%
)	1179	7.1%
2	976	5.9%
3	767	4.6%
0	684	4.1%
4	513	3.1%
5	456	2.8%
Other values (7)	1582	9.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	22734	57.5%
ASCII	16822	42.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6533	38.8%
1	1411	8.4%
,	1229	7.3%
(	1179	7.0%
)	1179	7.0%
2	976	5.8%
3	767	4.6%
0	684	4.1%
4	513	3.0%
5	456	2.7%
Other values (44)	1895	11.3%

Hangul

Value	Count	Frequency (%)
동	1639	7.2%
부	1626	7.2%
산	1566	6.9%
시	1272	5.6%
광	1241	5.5%
구	1212	5.3%
역	1188	5.2%
로	1186	5.2%
대	803	3.5%
호	547	2.4%
Other values (355)	10454	46.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	471
Distinct (%)	56.2%
Missing	400
Missing (%)	32.3%
Infinite	0
Infinite (%)	0.0%
Mean	103014.86

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	46297.1
Q1	47257
median	48087
Q3	48821
95-th percentile	612052.5
Maximum	618142
Range	572127
Interquartile range (IQR)	1564

Descriptive statistics

Standard deviation	167502.6
Coefficient of variation (CV)	1.6260043
Kurtosis	5.3698831
Mean	103014.86
Median Absolute Deviation (MAD)	829
Skewness	2.712173
Sum	86326450
Variance	2.8057122 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47216	19	1.5%
48924	10	0.8%
49037	10	0.8%
47246	10	0.8%
47257	9	0.7%
48059	9	0.7%
48092	9	0.7%
48741	8	0.6%
48095	8	0.6%
48733	8	0.6%
Other values (461)	738	59.6%
(Missing)	400	32.3%

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	1192
Distinct (%)	96.3%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Length

Max length	27
Median length	24
Mean length	8.1268174
Min length	2

Characters and Unicode

Total characters	10061
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	1150 ?
Unique (%)	92.9%

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	88	5.9%
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%
부산	3	0.2%
주)환태평양고속관광	3	0.2%
Other values (1247)	1306	88.1%

Most occurring characters

Value	Count	Frequency (%)
주	863	8.6%
(	766	7.6%
)	766	7.6%
여	507	5.0%
행	505	5.0%
사	500	5.0%
어	408	4.1%
투	401	4.0%
	244	2.4%
광	179	1.8%
Other values (472)	4922	48.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8095	80.5%
Open Punctuation	766	7.6%
Close Punctuation	766	7.6%
Space Separator	244	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	863	10.7%
여	507	6.3%
행	505	6.2%
사	500	6.2%
어	408	5.0%
투	401	5.0%
광	179	2.2%
관	175	2.2%
스	170	2.1%
이	168	2.1%
Other values (419)	4219	52.1%

Uppercase Letter

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

Lowercase Letter

Value	Count	Frequency (%)
r	6	17.6%
o	5	14.7%
t	3	8.8%
u	3	8.8%
i	2	5.9%
s	2	5.9%
e	2	5.9%
a	2	5.9%
b	1	2.9%
v	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 (%)
(	766	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	766	100.0%

Space Separator

Value	Count	Frequency (%)
	244	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	8096	80.5%
Common	1816	18.0%
Latin	149	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	863	10.7%
여	507	6.3%
행	505	6.2%
사	500	6.2%
어	408	5.0%
투	401	5.0%
광	179	2.2%
관	175	2.2%
스	170	2.1%
이	168	2.1%
Other values (420)	4220	52.1%

Latin

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

Common

Value	Count	Frequency (%)
(	766	42.2%
)	766	42.2%
	244	13.4%
.	10	0.6%
1	7	0.4%
2	5	0.3%
-	5	0.3%
&	5	0.3%
,	2	0.1%
8	2	0.1%
Other values (4)	4	0.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8095	80.5%
ASCII	1964	19.5%
Arrows	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	863	10.7%
여	507	6.3%
행	505	6.2%
사	500	6.2%
어	408	5.0%
투	401	5.0%
광	179	2.2%
관	175	2.2%
스	170	2.1%
이	168	2.1%
Other values (419)	4219	52.1%

ASCII

Value	Count	Frequency (%)
(	766	39.0%
)	766	39.0%
	244	12.4%
T	23	1.2%
O	13	0.7%
.	10	0.5%
1	7	0.4%
B	7	0.4%
R	6	0.3%
U	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	1208
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0160387 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.0210728 × 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	2.012065 × 10¹³
median	2.0190713 × 10¹³
Q3	2.0210126 × 10¹³
95-th percentile	2.0210611 × 10¹³
Maximum	2.0210728 × 10¹³
Range	1.8971001 × 10¹¹
Interquartile range (IQR)	8.9475793 × 10¹⁰

Descriptive statistics

Standard deviation	5.7830992 × 10¹⁰
Coefficient of variation (CV)	0.0028685458
Kurtosis	-0.44908788
Mean	2.0160387 × 10¹³
Median Absolute Deviation (MAD)	1.9811008 × 10¹⁰
Skewness	-0.96707589
Sum	2.4958559 × 10¹⁶
Variance	3.3444236 × 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%
20210310173305	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 (1198)	1198	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 (%)
20210728141519	1	0.1%
20210727173633	1	0.1%
20210727135226	1	0.1%
20210726150537	1	0.1%
20210726142243	1	0.1%
20210726121206	1	0.1%
20210726121138	1	0.1%
20210726121044	1	0.1%
20210723085623	1	0.1%
20210722105549	1	0.1%

데이터갱신구분
Categorical

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

U	638
I	600

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	51.5%
I	600	48.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	638	51.5%
i	600	48.5%

데이터갱신일자
Date

Distinct	345
Distinct (%)	27.9%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-07-30 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1238
Missing (%)	100.0%
Memory size	11.0 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	880
Distinct (%)	73.3%
Missing	37
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	388409.06

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	380482.77
Q1	385754.48
median	388076
Q3	390403.02
95-th percentile	396962.54
Maximum	419502.8
Range	73542.098
Interquartile range (IQR)	4648.5382

Descriptive statistics

Standard deviation	4699.3416
Coefficient of variation (CV)	0.01209895
Kurtosis	7.6468201
Mean	388409.06
Median Absolute Deviation (MAD)	2321.5215
Skewness	-0.2611811
Sum	4.6647928 × 10⁸
Variance	22083812
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	11	0.9%
385754.477258744	10	0.8%
386093.674147239	10	0.8%
388922.806889486	8	0.6%
396180.621244719	7	0.6%
385502.492319657	7	0.6%
396962.538162221	6	0.5%
387052.317362645	6	0.5%
Other values (870)	1107	89.4%
(Missing)	37	3.0%

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%
374028.336209222	1	0.1%
374032.128682044	1	0.1%
374333.199064	1	0.1%
374846.363500608	2	0.2%
374874.044714515	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	880
Distinct (%)	73.3%
Missing	37
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	186472.41

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	179658.84
Q1	182474.91
median	186442.19
Q3	189180.05
95-th percentile	194714.02
Maximum	265785.6
Range	91478.456
Interquartile range (IQR)	6705.1471

Descriptive statistics

Standard deviation	5328.1005
Coefficient of variation (CV)	0.028573131
Kurtosis	42.877054
Mean	186472.41
Median Absolute Deviation (MAD)	3159.7726
Skewness	3.3594201
Sum	2.2395336 × 10⁸
Variance	28388655
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	11	0.9%
179113.980448494	10	0.8%
182068.358104572	10	0.8%
188106.837170815	8	0.6%
186522.35047527	7	0.6%
180297.579330876	7	0.6%
186759.94170898	6	0.5%
186253.143814124	6	0.5%
Other values (870)	1107	89.4%
(Missing)	37	3.0%

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	1238

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	1238	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1238	100.0%

문화사업자구분명
Categorical

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

<NA>	705
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>	705	56.9%
관광사업	533	43.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	705	56.9%
관광사업	533	43.1%

지역구분명
Categorical

IMBALANCE

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

<NA>	1012
일반주거지역	62
일반상업지역	41
상업지역	34
근린상업지역	31
Other values (9)	58

Length

Max length	6
Median length	4
Mean length	4.2560582
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>	1012	81.7%
일반주거지역	62	5.0%
일반상업지역	41	3.3%
상업지역	34	2.7%
근린상업지역	31	2.5%
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	1012	81.7%
일반주거지역	62	5.0%
일반상업지역	41	3.3%
상업지역	34	2.7%
근린상업지역	31	2.5%
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 (%)	10.4%
Missing	998
Missing (%)	80.6%
Infinite	0
Infinite (%)	0.0%
Mean	5.0166667

Minimum	0
Maximum	54
Zeros	43
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	6
95-th percentile	14.05
Maximum	54
Range	54
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	7.1111714
Coefficient of variation (CV)	1.4175092
Kurtosis	19.34384
Mean	5.0166667
Median Absolute Deviation (MAD)	2
Skewness	3.9257056
Sum	1204
Variance	50.568759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	43	3.5%
2	36	2.9%
4	34	2.7%
3	29	2.3%
5	21	1.7%
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)	998	80.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	43	3.5%
1	14	1.1%
2	36	2.9%
3	29	2.3%
4	34	2.7%
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>	1080
기타	85
학교정화(상대)	22
주택가주변	21
아파트지역	19
Other values (3)	11

Length

Max length	8
Median length	4
Mean length	3.9983845
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>	1080	87.2%
기타	85	6.9%
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	1080	87.2%
기타	85	6.9%
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	1238
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	224
한국관광협회중앙회 여행공제회	83
한국관광협회중앙회	63
Other values (25)	155

Length

Max length	19
Median length	16
Mean length	7.1688207
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	36.4%
서울보증보험주식회사	262	21.2%
서울보증보험	224	18.1%
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	33.6%
서울보증보험주식회사	262	19.5%
서울보증보험	224	16.7%
한국관광협회중앙회	156	11.6%
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)	42	3.1%

건물용도명
Categorical

IMBALANCE

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

<NA>	995
근린생활시설	169
사무실	54
교육연구시설	6
기타	5
Other values (6)	9

Length

Max length	15
Median length	4
Mean length	4.2390953
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>	995	80.4%
근린생활시설	169	13.7%
사무실	54	4.4%
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	995	80.3%
근린생활시설	169	13.6%
사무실	54	4.4%
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 (%)	10.0%
Missing	978
Missing (%)	79.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.6307692

Minimum	0
Maximum	49
Zeros	39
Zeros (%)	3.2%
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
Maximum	49
Range	49
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	6.3192278
Coefficient of variation (CV)	1.3646173
Kurtosis	17.082041
Mean	4.6307692
Median Absolute Deviation (MAD)	2
Skewness	3.6369183
Sum	1204
Variance	39.93264
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
2	60	4.8%
0	39	3.2%
3	39	3.2%
4	26	2.1%
5	23	1.9%
1	17	1.4%
6	10	0.8%
7	8	0.6%
9	8	0.6%
10	5	0.4%
Other values (16)	25	2.0%
(Missing)	978	79.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	39	3.2%
1	17	1.4%
2	60	4.8%
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 (%)	5.3%
Missing	1087
Missing (%)	87.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.0463576

Minimum	0
Maximum	7
Zeros	55
Zeros (%)	4.4%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	4.5
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.3132035
Coefficient of variation (CV)	1.2550236
Kurtosis	5.3659928
Mean	1.0463576
Median Absolute Deviation (MAD)	1
Skewness	2.1868218
Sum	158
Variance	1.7245033
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	69	5.6%
0	55	4.4%
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)	1087	87.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	55	4.4%
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	55	4.4%

객실수
Categorical

IMBALANCE

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

<NA>	1206
0	32

Length

Max length	4
Median length	4
Mean length	3.9224556
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1206	97.4%
0	32	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1206	97.4%
0	32	2.6%

건축연면적
Categorical

IMBALANCE

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

<NA>	1206
0	32

Length

Max length	4
Median length	4
Mean length	3.9224556
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1206	97.4%
0	32	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1206	97.4%
0	32	2.6%

영문상호명
Text

MISSING

Distinct	29
Distinct (%)	100.0%
Missing	1209
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>	1209
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	4.453958
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>	1209	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	1209	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
Categorical

IMBALANCE

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

<NA>	1206
0	32

Length

Max length	4
Median length	4
Mean length	3.9224556
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1206	97.4%
0	32	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1206	97.4%
0	32	2.6%

선박척수
Categorical

IMBALANCE

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

<NA>	1206
0	32

Length

Max length	4
Median length	4
Mean length	3.9224556
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1206	97.4%
0	32	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1206	97.4%
0	32	2.6%

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1238
Missing (%)	100.0%
Memory size	11.0 KiB

무대면적
Categorical

IMBALANCE

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

<NA>	1206
0	32

Length

Max length	4
Median length	4
Mean length	3.9224556
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1206	97.4%
0	32	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1206	97.4%
0	32	2.6%

좌석수
Categorical

IMBALANCE

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

<NA>	1206
0	32

Length

Max length	4
Median length	4
Mean length	3.9224556
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1206	97.4%
0	32	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1206	97.4%
0	32	2.6%

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1238
Missing (%)	100.0%
Memory size	11.0 KiB

회의실별동시수용인원
Categorical

IMBALANCE

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

<NA>	1206
0	32

Length

Max length	4
Median length	4
Mean length	3.9224556
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1206	97.4%
0	32	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1206	97.4%
0	32	2.6%

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	223
Distinct (%)	69.3%
Missing	916
Missing (%)	74.0%
Infinite	0
Infinite (%)	0.0%
Mean	288.14441

Minimum	0
Maximum	43511
Zeros	40
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	22.0125
median	44.715
Q3	83.2275
95-th percentile	201.857
Maximum	43511
Range	43511
Interquartile range (IQR)	61.215

Descriptive statistics

Standard deviation	2649.0212
Coefficient of variation (CV)	9.1933806
Kurtosis	229.19834
Mean	288.14441
Median Absolute Deviation (MAD)	28.13
Skewness	14.667514
Sum	92782.5
Variance	7017313.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	40	3.2%
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%
15.0	3	0.2%
25.0	3	0.2%
12.0	3	0.2%
Other values (213)	234	18.9%
(Missing)	916	74.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	40	3.2%
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	1238
Missing (%)	100.0%
Memory size	11.0 KiB

놀이시설수
Categorical

IMBALANCE

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

<NA>	1206
0	32

Length

Max length	4
Median length	4
Mean length	3.9224556
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1206	97.4%
0	32	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1206	97.4%
0	32	2.6%

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1238
Missing (%)	100.0%
Memory size	11.0 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1238
Missing (%)	100.0%
Memory size	11.0 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1238
Missing (%)	100.0%
Memory size	11.0 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1238
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>	1237
20200205	1

Length

Max length	8
Median length	4
Mean length	4.003231
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>	1237	99.9%
20200205	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1237	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>	1237
20210204	1

Length

Max length	8
Median length	4
Mean length	4.003231
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>	1237	99.9%
20210204	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1237	99.9%
20210204	1	0.1%

자본금
Real number (ℝ)

MISSING

Distinct	140
Distinct (%)	17.2%
Missing	426
Missing (%)	34.4%
Infinite	0
Infinite (%)	0.0%
Mean	86703118

Minimum	0
Maximum	6.5122084 × 10⁹
Zeros	7
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	15000000
Q1	30000000
median	50000000
Q3	1 × 10⁸
95-th percentile	1.5 × 10⁸
Maximum	6.5122084 × 10⁹
Range	6.5122084 × 10⁹
Interquartile range (IQR)	70000000

Descriptive statistics

Standard deviation	2.6751984 × 10⁸
Coefficient of variation (CV)	3.0854697
Kurtosis	443.69358
Mean	86703118
Median Absolute Deviation (MAD)	20000000
Skewness	19.820109
Sum	7.0402932 × 10¹⁰
Variance	7.1566867 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50000000	192	15.5%
30000000	108	8.7%
150000000	103	8.3%
100000000	72	5.8%
15000000	56	4.5%
90000000	53	4.3%
45000000	21	1.7%
60000000	16	1.3%
20000000	16	1.3%
0	7	0.6%
Other values (130)	168	13.6%
(Missing)	426	34.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	0.6%
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	56	4.5%

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	638
Distinct (%)	78.0%
Missing	420
Missing (%)	33.9%
Infinite	0
Infinite (%)	0.0%
Mean	20184747

Minimum	20021021
Maximum	20210901
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	20021021
5-th percentile	20110816
Q1	20171111
median	20200366
Q3	20201124
95-th percentile	20210518
Maximum	20210901
Range	189880
Interquartile range (IQR)	30013.25

Descriptive statistics

Standard deviation	31500.09
Coefficient of variation (CV)	0.0015605888
Kurtosis	4.2215369
Mean	20184747
Median Absolute Deviation (MAD)	9861
Skewness	-1.9597298
Sum	1.6511123 × 10¹⁰
Variance	9.9225565 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210401	8	0.6%
20210201	6	0.5%
20200718	5	0.4%
20200826	5	0.4%
20200625	5	0.4%
20200701	5	0.4%
20210101	5	0.4%
20201201	4	0.3%
20190705	4	0.3%
20200810	4	0.3%
Other values (628)	767	62.0%
(Missing)	420	33.9%

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 (%)
20210901	1	0.1%
20210828	1	0.1%
20210731	1	0.1%
20210725	1	0.1%
20210721	1	0.1%
20210715	1	0.1%
20210709	1	0.1%
20210707	1	0.1%
20210706	1	0.1%
20210705	2	0.2%

보험종료일자
Real number (ℝ)

MISSING

Distinct	633
Distinct (%)	77.3%
Missing	419
Missing (%)	33.8%
Infinite	0
Infinite (%)	0.0%
Mean	20197347

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	20121006
Q1	20181210
median	20210408
Q3	20211166
95-th percentile	20220525
Maximum	21210810
Range	1179789
Interquartile range (IQR)	29955.5

Descriptive statistics

Standard deviation	59173.274
Coefficient of variation (CV)	0.0029297548
Kurtosis	209.5009
Mean	20197347
Median Absolute Deviation (MAD)	9897
Skewness	11.986118
Sum	1.6541627 × 10¹⁰
Variance	3.5014764 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20220331	7	0.6%
20211231	6	0.5%
20220131	5	0.4%
20210630	5	0.4%
20210825	5	0.4%
20220325	4	0.3%
20220322	4	0.3%
20200704	4	0.3%
20211130	4	0.3%
20210722	4	0.3%
Other values (623)	771	62.3%
(Missing)	419	33.8%

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%
20220831	1	0.1%
20220828	1	0.1%
20220806	1	0.1%
20220730	1	0.1%
20220724	1	0.1%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1238
Missing (%)	100.0%
Memory size	11.0 KiB

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	130
Distinct (%)	40.4%
Missing	916
Missing (%)	74.0%
Infinite	0
Infinite (%)	0.0%
Mean	288.1646

Minimum	0
Maximum	43511
Zeros	40
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	22
median	44.5
Q3	83
95-th percentile	201.8
Maximum	43511
Range	43511
Interquartile range (IQR)	61

Descriptive statistics

Standard deviation	2649.0219
Coefficient of variation (CV)	9.192739
Kurtosis	229.19765
Mean	288.1646
Median Absolute Deviation (MAD)	27.5
Skewness	14.667483
Sum	92789
Variance	7017317.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	40	3.2%
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%
32	5	0.4%
26	5	0.4%
Other values (120)	206	16.6%
(Missing)	916	74.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40	3.2%
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	1238
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
1228	1229	국내여행업	03_12_01_P	3330000	CDFI2260012021000004	19990513	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-808-6788	<NA>	<NA>	부산광역시 해운대구 중동 1829 엘시티	부산광역시 해운대구 달맞이길 30, 제포디움동 2층 2023호 (중동, 엘시티)	48099	(주)구주	20210722090252	U	2021-07-24 02:40:00.0	<NA>	<NA>	<NA>	국내여행업	관광사업	<NA>	0	<NA>	<NA>	한국관광협회중앙회 여행공제회	<NA>	0	0	0	0	<NA>	<NA>	0	0	<NA>	0	0	<NA>	0	0.0	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	20210605	20220605	<NA>	0	<NA>
1229	1230	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>
1230	1231	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>
1231	1232	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>
1232	1233	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>
1233	1234	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>
1234	1235	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>
1235	1236	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>
1236	1237	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>
1237	1238	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

Variables

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

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