gimi9 Pandas Profiling

Dataset statistics

Number of variables	63
Number of observations	49
Missing cells	1281
Missing cells (%)	41.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	26.3 KiB
Average record size in memory	550.6 B

Variable types

Numeric	11
Categorical	22
Text	10
Unsupported	19
DateTime	1

Dataset

Description	22년06월_6270000_대구광역시_03_08_01_P_국제회의기획업
Author	대구광역시
URL	http://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000093856&dataSetDetailId=DDI_0000093889&provdMethod=FILE

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`문화체육업종명` has constant value ""	Constant
`보험기관명` has constant value ""	Constant
`폐업일자` is highly imbalanced (75.4%)	Imbalance
`총층수` is highly imbalanced (57.3%)	Imbalance
`지상층수` is highly imbalanced (55.0%)	Imbalance
`지하층수` is highly imbalanced (55.7%)	Imbalance
`객실수` is highly imbalanced (52.5%)	Imbalance
`건축연면적` is highly imbalanced (52.5%)	Imbalance
`선박총톤수` is highly imbalanced (52.5%)	Imbalance
`선박척수` is highly imbalanced (52.5%)	Imbalance
`무대면적` is highly imbalanced (52.5%)	Imbalance
`좌석수` is highly imbalanced (52.5%)	Imbalance
`회의실별동시수용인원` is highly imbalanced (52.5%)	Imbalance
`놀이시설수` is highly imbalanced (52.5%)	Imbalance
`인허가취소일자` has 49 (100.0%) missing values	Missing
`휴업시작일자` has 49 (100.0%) missing values	Missing
`휴업종료일자` has 49 (100.0%) missing values	Missing
`재개업일자` has 49 (100.0%) missing values	Missing
`소재지전화` has 15 (30.6%) missing values	Missing
`소재지면적` has 49 (100.0%) missing values	Missing
`소재지우편번호` has 38 (77.6%) missing values	Missing
`도로명우편번호` has 2 (4.1%) missing values	Missing
`업태구분명` has 49 (100.0%) missing values	Missing
`좌표정보(X)` has 3 (6.1%) missing values	Missing
`좌표정보(Y)` has 3 (6.1%) missing values	Missing
`지역구분명` has 44 (89.8%) missing values	Missing
`주변환경명` has 46 (93.9%) missing values	Missing
`제작취급품목내용` has 49 (100.0%) missing values	Missing
`보험기관명` has 48 (98.0%) missing values	Missing
`건물용도명` has 42 (85.7%) missing values	Missing
`영문상호명` has 32 (65.3%) missing values	Missing
`선박제원` has 49 (100.0%) missing values	Missing
`기념품종류` has 49 (100.0%) missing values	Missing
`시설면적` has 32 (65.3%) missing values	Missing
`놀이기구수내역` has 49 (100.0%) missing values	Missing
`방송시설유무` has 49 (100.0%) missing values	Missing
`발전시설유무` has 49 (100.0%) missing values	Missing
`의무실유무` has 49 (100.0%) missing values	Missing
`안내소유무` has 49 (100.0%) missing values	Missing
`기획여행보험시작일자` has 49 (100.0%) missing values	Missing
`기획여행보험종료일자` has 49 (100.0%) missing values	Missing
`자본금` has 13 (26.5%) missing values	Missing
`보험시작일자` has 49 (100.0%) missing values	Missing
`보험종료일자` has 49 (100.0%) missing values	Missing
`부대시설내역` has 49 (100.0%) missing values	Missing
`시설규모` has 32 (65.3%) missing values	Missing
`번호` has unique values	Unique
`인허가일자` has unique values	Unique
`도로명전체주소` has unique values	Unique
`사업장명` has unique values	Unique
`최종수정시점` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`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
`기획여행보험시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`기획여행보험종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`보험시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`보험종료일자` 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
`시설면적` has 4 (8.2%) zeros	Zeros
`자본금` has 1 (2.0%) zeros	Zeros
`시설규모` has 4 (8.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-21 01:26:10.806626
Analysis finished	2024-04-21 01:26:11.871691
Duration	1.07 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25

Minimum	1
Maximum	49
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	569.0 B

Quantile statistics

Minimum	1
5-th percentile	3.4
Q1	13
median	25
Q3	37
95-th percentile	46.6
Maximum	49
Range	48
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	14.28869
Coefficient of variation (CV)	0.57154761
Kurtosis	-1.2
Mean	25
Median Absolute Deviation (MAD)	12
Skewness	0
Sum	1225
Variance	204.16667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1	1	2.0%
38	1	2.0%
28	1	2.0%
29	1	2.0%
30	1	2.0%
31	1	2.0%
32	1	2.0%
33	1	2.0%
34	1	2.0%
35	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	2.0%
2	1	2.0%
3	1	2.0%
4	1	2.0%
5	1	2.0%
6	1	2.0%
7	1	2.0%
8	1	2.0%
9	1	2.0%
10	1	2.0%

Value	Count	Frequency (%)
49	1	2.0%
48	1	2.0%
47	1	2.0%
46	1	2.0%
45	1	2.0%
44	1	2.0%
43	1	2.0%
42	1	2.0%
41	1	2.0%
40	1	2.0%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

국제회의기획업	49

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
국제회의기획업	49	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국제회의기획업	49	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

03_08_01_P	49

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	03_08_01_P
2nd row	03_08_01_P
3rd row	03_08_01_P
4th row	03_08_01_P
5th row	03_08_01_P

Common Values

Value	Count	Frequency (%)
03_08_01_P	49	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_08_01_p	49	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	7
Distinct (%)	14.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3448979.6

Minimum	3410000
Maximum	3480000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	569.0 B

Quantile statistics

Minimum	3410000
5-th percentile	3410000
Q1	3450000
median	3450000
Q3	3460000
95-th percentile	3470000
Maximum	3480000
Range	70000
Interquartile range (IQR)	10000

Descriptive statistics

Standard deviation	19816.334
Coefficient of variation (CV)	0.0057455642
Kurtosis	-0.17106644
Mean	3448979.6
Median Absolute Deviation (MAD)	10000
Skewness	-0.90782126
Sum	1.69 × 10⁸
Variance	3.9268707 × 10⁸
Monotonicity	Increasing

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3460000	17	34.7%
3450000	13	26.5%
3410000	6	12.2%
3470000	5	10.2%
3420000	4	8.2%
3440000	2	4.1%
3480000	2	4.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3410000	6	12.2%
3420000	4	8.2%
3440000	2	4.1%
3450000	13	26.5%
3460000	17	34.7%
3470000	5	10.2%
3480000	2	4.1%

Value	Count	Frequency (%)
3480000	2	4.1%
3470000	5	10.2%
3460000	17	34.7%
3450000	13	26.5%
3440000	2	4.1%
3420000	4	8.2%
3410000	6	12.2%

관리번호
Text

Distinct	25
Distinct (%)	51.0%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

Length

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

Characters and Unicode

Total characters	980
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	11 ?
Unique (%)	22.4%

Sample

1st row	CDFI2263102005000001
2nd row	CDFI2263102008000001
3rd row	CDFI2263102014000001
4th row	CDFI2263102015000001
5th row	CDFI2263102018000001

Value	Count	Frequency (%)
cdfi2263102014000001	5	10.2%
cdfi2263102020000001	4	8.2%
cdfi2263102017000001	3	6.1%
cdfi2263102015000001	3	6.1%
cdfi2263102018000001	3	6.1%
cdfi2263102021000001	3	6.1%
cdfi2263102016000001	3	6.1%
cdfi2263102012000001	2	4.1%
cdfi2263102005000001	2	4.1%
cdfi2263102017000002	2	4.1%
Other values (15)	19	38.8%

Most occurring characters

Value	Count	Frequency (%)
0	358	36.5%
2	168	17.1%
1	124	12.7%
6	54	5.5%
3	51	5.2%
C	49	5.0%
D	49	5.0%
F	49	5.0%
I	49	5.0%
4	8	0.8%
Other values (4)	21	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	784	80.0%
Uppercase Letter	196	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	358	45.7%
2	168	21.4%
1	124	15.8%
6	54	6.9%
3	51	6.5%
4	8	1.0%
7	7	0.9%
5	5	0.6%
8	5	0.6%
9	4	0.5%

Uppercase Letter

Value	Count	Frequency (%)
C	49	25.0%
D	49	25.0%
F	49	25.0%
I	49	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	784	80.0%
Latin	196	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	358	45.7%
2	168	21.4%
1	124	15.8%
6	54	6.9%
3	51	6.5%
4	8	1.0%
7	7	0.9%
5	5	0.6%
8	5	0.6%
9	4	0.5%

Latin

Value	Count	Frequency (%)
C	49	25.0%
D	49	25.0%
F	49	25.0%
I	49	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	980	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	358	36.5%
2	168	17.1%
1	124	12.7%
6	54	5.5%
3	51	5.2%
C	49	5.0%
D	49	5.0%
F	49	5.0%
I	49	5.0%
4	8	0.8%
Other values (4)	21	2.1%

인허가일자
Real number (ℝ)

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20144616

Minimum	20020822
Maximum	20211126
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	569.0 B

Quantile statistics

Minimum	20020822
5-th percentile	20050637
Q1	20100715
median	20160217
Q3	20180323
95-th percentile	20210123
Maximum	20211126
Range	190304
Interquartile range (IQR)	79608

Descriptive statistics

Standard deviation	50883.189
Coefficient of variation (CV)	0.0025258953
Kurtosis	-0.36838041
Mean	20144616
Median Absolute Deviation (MAD)	29991
Skewness	-0.72431083
Sum	9.8708617 × 10⁸
Variance	2.589099 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
20051116	1	2.0%
20200821	1	2.0%
20120112	1	2.0%
20140717	1	2.0%
20170223	1	2.0%
20170622	1	2.0%
20141002	1	2.0%
20100715	1	2.0%
20160217	1	2.0%
20160225	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20020822	1	2.0%
20041105	1	2.0%
20050317	1	2.0%
20051116	1	2.0%
20060303	1	2.0%
20060928	1	2.0%
20080527	1	2.0%
20081229	1	2.0%
20091026	1	2.0%
20100406	1	2.0%

Value	Count	Frequency (%)
20211126	1	2.0%
20210803	1	2.0%
20210126	1	2.0%
20210119	1	2.0%
20201026	1	2.0%
20200821	1	2.0%
20200601	1	2.0%
20200305	1	2.0%
20200114	1	2.0%
20190405	1	2.0%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

1	43
3	6

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	43	87.8%
3	6	12.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	43	87.8%
3	6	12.2%

영업상태명
Categorical

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

영업/정상	43
폐업	6

Length

Max length	5
Median length	5
Mean length	4.6326531
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	영업/정상
2nd row	영업/정상
3rd row	영업/정상
4th row	영업/정상
5th row	영업/정상

Common Values

Value	Count	Frequency (%)
영업/정상	43	87.8%
폐업	6	12.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	43	87.8%
폐업	6	12.2%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

13	43
3	6

Length

Max length	2
Median length	2
Mean length	1.877551
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	13
2nd row	13
3rd row	13
4th row	13
5th row	13

Common Values

Value	Count	Frequency (%)
13	43	87.8%
3	6	12.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	43	87.8%
3	6	12.2%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

영업중	43
폐업	6

Length

Max length	3
Median length	3
Mean length	2.877551
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	43	87.8%
폐업	6	12.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	43	87.8%
폐업	6	12.2%

폐업일자
Categorical

IMBALANCE

Distinct	5
Distinct (%)	10.2%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	45
20150703	1
20190508	1
20170915	1
20140122	1

Length

Max length	8
Median length	4
Mean length	4.3265306
Min length	4

Unique

Unique	4 ?
Unique (%)	8.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	45	91.8%
20150703	1	2.0%
20190508	1	2.0%
20170915	1	2.0%
20140122	1	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	45	91.8%
20150703	1	2.0%
20190508	1	2.0%
20170915	1	2.0%
20140122	1	2.0%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

소재지전화
Text

MISSING

Distinct	34
Distinct (%)	100.0%
Missing	15
Missing (%)	30.6%
Memory size	520.0 B

Length

Max length	14
Median length	12
Mean length	11
Min length	7

Characters and Unicode

Total characters	374
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	34 ?
Unique (%)	100.0%

Sample

1st row	053-427-4312
2nd row	255-9502
3rd row	053-431-3000
4th row	053-424-1400
5th row	053-431-0603

Value	Count	Frequency (%)
053-525-7500	1	2.9%
1566-0497	1	2.9%
053-746-8007	1	2.9%
053-765-4765	1	2.9%
053-474-2300	1	2.9%
0537842437	1	2.9%
0537660006	1	2.9%
053-955-2678	1	2.9%
053-765-7277	1	2.9%
053-761-6923	1	2.9%
Other values (24)	24	70.6%

Most occurring characters

Value	Count	Frequency (%)
0	65	17.4%
5	54	14.4%
3	52	13.9%
-	49	13.1%
7	32	8.6%
6	28	7.5%
4	28	7.5%
1	23	6.1%
2	22	5.9%
8	12	3.2%
Other values (2)	9	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	324	86.6%
Dash Punctuation	49	13.1%
Other Punctuation	1	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	65	20.1%
5	54	16.7%
3	52	16.0%
7	32	9.9%
6	28	8.6%
4	28	8.6%
1	23	7.1%
2	22	6.8%
8	12	3.7%
9	8	2.5%

Dash Punctuation

Value	Count	Frequency (%)
-	49	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	374	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	65	17.4%
5	54	14.4%
3	52	13.9%
-	49	13.1%
7	32	8.6%
6	28	7.5%
4	28	7.5%
1	23	6.1%
2	22	5.9%
8	12	3.2%
Other values (2)	9	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	374	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	65	17.4%
5	54	14.4%
3	52	13.9%
-	49	13.1%
7	32	8.6%
6	28	7.5%
4	28	7.5%
1	23	6.1%
2	22	5.9%
8	12	3.2%
Other values (2)	9	2.4%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

소재지우편번호
Real number (ℝ)

MISSING

Distinct	11
Distinct (%)	100.0%
Missing	38
Missing (%)	77.6%
Infinite	0
Infinite (%)	0.0%
Mean	703720.36

Minimum	700811
Maximum	706806
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	569.0 B

Quantile statistics

Minimum	700811
5-th percentile	700817
Q1	702273.5
median	702845
Q3	705365.5
95-th percentile	706804.5
Maximum	706806
Range	5995
Interquartile range (IQR)	3092

Descriptive statistics

Standard deviation	2210.0019
Coefficient of variation (CV)	0.0031404546
Kurtosis	-1.3953184
Mean	703720.36
Median Absolute Deviation (MAD)	2022
Skewness	0.14319011
Sum	7740924
Variance	4884108.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
700811	1	2.0%
700823	1	2.0%
701835	1	2.0%
705827	1	2.0%
702845	1	2.0%
702837	1	2.0%
702712	1	2.0%
706806	1	2.0%
706803	1	2.0%
704904	1	2.0%
(Missing)	38	77.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
700811	1	2.0%
700823	1	2.0%
701835	1	2.0%
702712	1	2.0%
702837	1	2.0%
702845	1	2.0%
704721	1	2.0%
704904	1	2.0%
705827	1	2.0%
706803	1	2.0%

Value	Count	Frequency (%)
706806	1	2.0%
706803	1	2.0%
705827	1	2.0%
704904	1	2.0%
704721	1	2.0%
702845	1	2.0%
702837	1	2.0%
702712	1	2.0%
701835	1	2.0%
700823	1	2.0%

소재지전체주소
Text

Distinct	48
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

Length

Max length	35
Median length	28
Mean length	21
Min length	13

Characters and Unicode

Total characters	1029
Distinct characters	88
Distinct categories	6 ?
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	47 ?
Unique (%)	95.9%

Sample

1st row	대구광역시 중구 대봉동 128-8
2nd row	대구광역시 중구 봉산동 223-17
3rd row	대구광역시 중구 서문로2가 83 갑을빌딩 2층
4th row	대구광역시 중구 계산동2가 2-2 501호
5th row	대구광역시 중구 계산동2가 2-2 정무빌딩

Value	Count	Frequency (%)
대구광역시	49	23.1%
수성구	17	8.0%
북구	13	6.1%
산격동	10	4.7%
중구	6	2.8%
달서구	5	2.4%
동구	4	1.9%
지산동	3	1.4%
만촌동	3	1.4%
1676	3	1.4%
Other values (84)	99	46.7%

Most occurring characters

Value	Count	Frequency (%)
	210	20.4%
구	99	9.6%
대	56	5.4%
시	51	5.0%
동	50	4.9%
역	49	4.8%
광	49	4.8%
1	39	3.8%
-	36	3.5%
2	30	2.9%
Other values (78)	360	35.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	565	54.9%
Decimal Number	216	21.0%
Space Separator	210	20.4%
Dash Punctuation	36	3.5%
Uppercase Letter	1	0.1%
Other Punctuation	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	99	17.5%
대	56	9.9%
시	51	9.0%
동	50	8.8%
역	49	8.7%
광	49	8.7%
성	21	3.7%
산	19	3.4%
수	17	3.0%
북	13	2.3%
Other values (64)	141	25.0%

Decimal Number

Value	Count	Frequency (%)
1	39	18.1%
2	30	13.9%
5	24	11.1%
0	23	10.6%
6	20	9.3%
3	20	9.3%
8	18	8.3%
7	16	7.4%
9	14	6.5%
4	12	5.6%

Space Separator

Value	Count	Frequency (%)
	210	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	36	100.0%

Uppercase Letter

Value	Count	Frequency (%)
A	1	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	565	54.9%
Common	463	45.0%
Latin	1	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	99	17.5%
대	56	9.9%
시	51	9.0%
동	50	8.8%
역	49	8.7%
광	49	8.7%
성	21	3.7%
산	19	3.4%
수	17	3.0%
북	13	2.3%
Other values (64)	141	25.0%

Common

Value	Count	Frequency (%)
	210	45.4%
1	39	8.4%
-	36	7.8%
2	30	6.5%
5	24	5.2%
0	23	5.0%
6	20	4.3%
3	20	4.3%
8	18	3.9%
7	16	3.5%
Other values (3)	27	5.8%

Latin

Value	Count	Frequency (%)
A	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	565	54.9%
ASCII	464	45.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	210	45.3%
1	39	8.4%
-	36	7.8%
2	30	6.5%
5	24	5.2%
0	23	5.0%
6	20	4.3%
3	20	4.3%
8	18	3.9%
7	16	3.4%
Other values (4)	28	6.0%

Hangul

Value	Count	Frequency (%)
구	99	17.5%
대	56	9.9%
시	51	9.0%
동	50	8.8%
역	49	8.7%
광	49	8.7%
성	21	3.7%
산	19	3.4%
수	17	3.0%
북	13	2.3%
Other values (64)	141	25.0%

도로명전체주소
Text

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

Length

Max length	42
Median length	34
Mean length	29
Min length	22

Characters and Unicode

Total characters	1421
Distinct characters	130
Distinct categories	8 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	49 ?
Unique (%)	100.0%

Sample

1st row	대구광역시 중구 대봉로 200 (대봉동)
2nd row	대구광역시 중구 봉산문화길 38 (봉산동)
3rd row	대구광역시 중구 국채보상로 515, 2층 (서문로2가, 갑을빌딩 )
4th row	대구광역시 중구 서성로 26, 501호 (계산동2가, 정무빌딩)
5th row	대구광역시 중구 서성로 26, 정무빌딩 5층 (계산동2가)

Value	Count	Frequency (%)
대구광역시	49	17.0%
수성구	17	5.9%
북구	13	4.5%
산격동	10	3.5%
중구	6	2.1%
2층	5	1.7%
달서구	5	1.7%
동구	4	1.4%
8층	3	1.0%
범어동	3	1.0%
Other values (139)	173	60.1%

Most occurring characters

Value	Count	Frequency (%)
	239	16.8%
구	105	7.4%
대	62	4.4%
동	59	4.2%
시	54	3.8%
광	50	3.5%
(	49	3.4%
역	49	3.4%
로	49	3.4%
)	49	3.4%
Other values (120)	656	46.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	820	57.7%
Space Separator	239	16.8%
Decimal Number	217	15.3%
Open Punctuation	49	3.4%
Close Punctuation	49	3.4%
Other Punctuation	33	2.3%
Uppercase Letter	8	0.6%
Dash Punctuation	6	0.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	105	12.8%
대	62	7.6%
동	59	7.2%
시	54	6.6%
광	50	6.1%
역	49	6.0%
로	49	6.0%
성	24	2.9%
산	23	2.8%
길	22	2.7%
Other values (101)	323	39.4%

Decimal Number

Value	Count	Frequency (%)
1	44	20.3%
2	39	18.0%
3	33	15.2%
0	22	10.1%
5	17	7.8%
8	16	7.4%
7	15	6.9%
6	14	6.5%
4	14	6.5%
9	3	1.4%

Uppercase Letter

Value	Count	Frequency (%)
A	2	25.0%
B	2	25.0%
C	2	25.0%
T	2	25.0%

Space Separator

Value	Count	Frequency (%)
	239	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	49	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	49	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	33	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	820	57.7%
Common	593	41.7%
Latin	8	0.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	105	12.8%
대	62	7.6%
동	59	7.2%
시	54	6.6%
광	50	6.1%
역	49	6.0%
로	49	6.0%
성	24	2.9%
산	23	2.8%
길	22	2.7%
Other values (101)	323	39.4%

Common

Value	Count	Frequency (%)
	239	40.3%
(	49	8.3%
)	49	8.3%
1	44	7.4%
2	39	6.6%
3	33	5.6%
,	33	5.6%
0	22	3.7%
5	17	2.9%
8	16	2.7%
Other values (5)	52	8.8%

Latin

Value	Count	Frequency (%)
A	2	25.0%
B	2	25.0%
C	2	25.0%
T	2	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	820	57.7%
ASCII	601	42.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	239	39.8%
(	49	8.2%
)	49	8.2%
1	44	7.3%
2	39	6.5%
3	33	5.5%
,	33	5.5%
0	22	3.7%
5	17	2.8%
8	16	2.7%
Other values (9)	60	10.0%

Hangul

Value	Count	Frequency (%)
구	105	12.8%
대	62	7.6%
동	59	7.2%
시	54	6.6%
광	50	6.1%
역	49	6.0%
로	49	6.0%
성	24	2.9%
산	23	2.8%
길	22	2.7%
Other values (101)	323	39.4%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	41
Distinct (%)	87.2%
Missing	2
Missing (%)	4.1%
Infinite	0
Infinite (%)	0.0%
Mean	84231.553

Minimum	41068
Maximum	704904
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	569.0 B

Quantile statistics

Minimum	41068
5-th percentile	41322
Q1	41517.5
median	42026
Q3	42250
95-th percentile	504866.7
Maximum	704904
Range	663836
Interquartile range (IQR)	732.5

Descriptive statistics

Standard deviation	163622.75
Coefficient of variation (CV)	1.9425351
Kurtosis	12.110303
Mean	84231.553
Median Absolute Deviation (MAD)	418
Skewness	3.6872998
Sum	3958883
Variance	2.6772404 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
41515	3	6.1%
41516	2	4.1%
42250	2	4.1%
42175	2	4.1%
41933	2	4.1%
704721	1	2.0%
42025	1	2.0%
42934	1	2.0%
42026	1	2.0%
42185	1	2.0%
Other values (31)	31	63.3%
(Missing)	2	4.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41068	1	2.0%
41175	1	2.0%
41256	1	2.0%
41476	1	2.0%
41503	1	2.0%
41506	1	2.0%
41513	1	2.0%
41515	3	6.1%
41516	2	4.1%
41519	1	2.0%

Value	Count	Frequency (%)
704904	1	2.0%
704721	1	2.0%
702837	1	2.0%
42936	1	2.0%
42934	1	2.0%
42739	1	2.0%
42672	1	2.0%
42650	1	2.0%
42444	1	2.0%
42431	1	2.0%

사업장명
Text

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

Length

Max length	21
Median length	12
Mean length	8.9591837
Min length	3

Characters and Unicode

Total characters	439
Distinct characters	136
Distinct categories	6 ?
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	49 ?
Unique (%)	100.0%

Sample

1st row	(주)코리아 커뮤니케이션즈
2nd row	주식회사 소스
3rd row	(주)삼성여행사
4th row	마이스코(주)
5th row	여행스케치주식회사

Value	Count	Frequency (%)
주식회사	9	13.8%
주)코리아	1	1.5%
아이엠티솔루션(imt	1	1.5%
더파워	1	1.5%
주)봄커뮤니케이션즈	1	1.5%
주)놀레벤트	1	1.5%
주)티비씨	1	1.5%
대구엠비씨미디컴(주	1	1.5%
주)문화뱅크	1	1.5%
주)위드커뮤니케이션즈	1	1.5%
Other values (47)	47	72.3%

Most occurring characters

Value	Count	Frequency (%)
주	40	9.1%
(	31	7.1%
)	31	7.1%
이	19	4.3%
	16	3.6%
스	14	3.2%
사	12	2.7%
회	11	2.5%
식	10	2.3%
코	8	1.8%
Other values (126)	247	56.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	350	79.7%
Open Punctuation	31	7.1%
Close Punctuation	31	7.1%
Space Separator	16	3.6%
Lowercase Letter	8	1.8%
Uppercase Letter	3	0.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	40	11.4%
이	19	5.4%
스	14	4.0%
사	12	3.4%
회	11	3.1%
식	10	2.9%
코	8	2.3%
아	8	2.3%
니	8	2.3%
케	7	2.0%
Other values (113)	213	60.9%

Lowercase Letter

Value	Count	Frequency (%)
o	2	25.0%
n	1	12.5%
i	1	12.5%
t	1	12.5%
u	1	12.5%
l	1	12.5%
s	1	12.5%

Uppercase Letter

Value	Count	Frequency (%)
T	1	33.3%
M	1	33.3%
I	1	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	31	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	31	100.0%

Space Separator

Value	Count	Frequency (%)
	16	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	350	79.7%
Common	78	17.8%
Latin	11	2.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	40	11.4%
이	19	5.4%
스	14	4.0%
사	12	3.4%
회	11	3.1%
식	10	2.9%
코	8	2.3%
아	8	2.3%
니	8	2.3%
케	7	2.0%
Other values (113)	213	60.9%

Latin

Value	Count	Frequency (%)
o	2	18.2%
n	1	9.1%
i	1	9.1%
t	1	9.1%
u	1	9.1%
l	1	9.1%
s	1	9.1%
T	1	9.1%
M	1	9.1%
I	1	9.1%

Common

Value	Count	Frequency (%)
(	31	39.7%
)	31	39.7%
	16	20.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	350	79.7%
ASCII	89	20.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	40	11.4%
이	19	5.4%
스	14	4.0%
사	12	3.4%
회	11	3.1%
식	10	2.9%
코	8	2.3%
아	8	2.3%
니	8	2.3%
케	7	2.0%
Other values (113)	213	60.9%

ASCII

Value	Count	Frequency (%)
(	31	34.8%
)	31	34.8%
	16	18.0%
o	2	2.2%
n	1	1.1%
i	1	1.1%
t	1	1.1%
u	1	1.1%
l	1	1.1%
s	1	1.1%
Other values (3)	3	3.4%

최종수정시점
Real number (ℝ)

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0185257 × 10¹³

Minimum	2.0111206 × 10¹³
Maximum	2.0220627 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	569.0 B

Quantile statistics

Minimum	2.0111206 × 10¹³
5-th percentile	2.0130231 × 10¹³
Q1	2.0170524 × 10¹³
median	2.0200212 × 10¹³
Q3	2.0210119 × 10¹³
95-th percentile	2.0216526 × 10¹³
Maximum	2.0220627 × 10¹³
Range	1.0942098 × 10¹¹
Interquartile range (IQR)	3.9595039 × 10¹⁰

Descriptive statistics

Standard deviation	2.8633529 × 10¹⁰
Coefficient of variation (CV)	0.0014185368
Kurtosis	0.12067035
Mean	2.0185257 × 10¹³
Median Absolute Deviation (MAD)	1.049501 × 10¹⁰
Skewness	-1.0226651
Sum	9.890776 × 10¹⁴
Variance	8.19879 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
20111206170525	1	2.0%
20200821175902	1	2.0%
20200826111942	1	2.0%
20200218175312	1	2.0%
20170223112227	1	2.0%
20210227100317	1	2.0%
20220627155207	1	2.0%
20200424090705	1	2.0%
20200721172336	1	2.0%
20200212133051	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20111206170525	1	2.0%
20120717094126	1	2.0%
20130107113018	1	2.0%
20130417112817	1	2.0%
20130516101208	1	2.0%
20140122180621	1	2.0%
20140801183327	1	2.0%
20150703160654	1	2.0%
20160128095625	1	2.0%
20160304135717	1	2.0%

Value	Count	Frequency (%)
20220627155207	1	2.0%
20220310174752	1	2.0%
20220126132934	1	2.0%
20211126152125	1	2.0%
20210803134147	1	2.0%
20210707142840	1	2.0%
20210616161428	1	2.0%
20210227100317	1	2.0%
20210225170321	1	2.0%
20210224161538	1	2.0%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

I	27
U	22

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	27	55.1%
U	22	44.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	27	55.1%
u	22	44.9%

데이터갱신일자
Date

Distinct	32
Distinct (%)	65.3%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

Minimum	2018-08-31 23:59:59
Maximum	2022-06-29 02:40:00

Histogram

Histogram with fixed size bins (bins=32)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	42
Distinct (%)	91.3%
Missing	3
Missing (%)	6.1%
Infinite	0
Infinite (%)	0.0%
Mean	345473.02

Minimum	339053
Maximum	355883.11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	569.0 B

Quantile statistics

Minimum	339053
5-th percentile	339933.43
Q1	344395.9
median	345549.11
Q3	346648.62
95-th percentile	348637.19
Maximum	355883.11
Range	16830.112
Interquartile range (IQR)	2252.7209

Descriptive statistics

Standard deviation	2933.139
Coefficient of variation (CV)	0.0084902114
Kurtosis	3.3279683
Mean	345473.02
Median Absolute Deviation (MAD)	1162.9209
Skewness	0.44993483
Sum	15891759
Variance	8603304.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
345549.11017	3	6.1%
345000.804589	2	4.1%
343296.850164	2	4.1%
346572.515153	1	2.0%
346542.457896	1	2.0%
347263.37704	1	2.0%
346811.693853	1	2.0%
347650.723666	1	2.0%
347526.908848	1	2.0%
347566.840668	1	2.0%
Other values (32)	32	65.3%
(Missing)	3	6.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
339053.001861	1	2.0%
339360.500539	1	2.0%
339919.179033	1	2.0%
339976.179739	1	2.0%
340608.886881	1	2.0%
343251.365403	1	2.0%
343296.850164	2	4.1%
344091.950606	1	2.0%
344143.734627	1	2.0%
344267.144913	1	2.0%

Value	Count	Frequency (%)
355883.113907	1	2.0%
351613.237983	1	2.0%
348692.554348	1	2.0%
348471.116026	1	2.0%
347650.723666	1	2.0%
347566.840668	1	2.0%
347526.908848	1	2.0%
347488.957344	1	2.0%
347263.37704	1	2.0%
347017.312798	1	2.0%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	42
Distinct (%)	91.3%
Missing	3
Missing (%)	6.1%
Infinite	0
Infinite (%)	0.0%
Mean	264093.45

Minimum	256715.57
Maximum	270113.96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	569.0 B

Quantile statistics

Minimum	256715.57
5-th percentile	259681.42
Q1	261639.29
median	263949.4
Q3	266890
95-th percentile	268854.34
Maximum	270113.96
Range	13398.398
Interquartile range (IQR)	5250.7061

Descriptive statistics

Standard deviation	3344.7922
Coefficient of variation (CV)	0.012665185
Kurtosis	-0.63755871
Mean	264093.45
Median Absolute Deviation (MAD)	2530.1574
Skewness	-0.049411921
Sum	12148299
Variance	11187635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
268620.845678	3	6.1%
268051.856327	2	4.1%
264344.275581	2	4.1%
260357.649369	1	2.0%
260361.799669	1	2.0%
263422.893538	1	2.0%
260636.094249	1	2.0%
259549.229338	1	2.0%
263746.625334	1	2.0%
264716.581433	1	2.0%
Other values (32)	32	65.3%
(Missing)	3	6.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
256715.567375	1	2.0%
257081.626055	1	2.0%
259549.229338	1	2.0%
260077.997956	1	2.0%
260357.649369	1	2.0%
260361.799669	1	2.0%
260479.646796	1	2.0%
260620.431024	1	2.0%
260636.094249	1	2.0%
260940.303359	1	2.0%

Value	Count	Frequency (%)
270113.964907	1	2.0%
268936.656893	1	2.0%
268913.13745	1	2.0%
268677.962081	1	2.0%
268620.845678	3	6.1%
268575.703049	1	2.0%
268519.949205	1	2.0%
268051.856327	2	4.1%
267328.860007	1	2.0%
265573.41712	1	2.0%

문화체육업종명
Categorical

CONSTANT

Distinct	1
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

국제회의기획업	49

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
국제회의기획업	49	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국제회의기획업	49	100.0%

문화사업자구분명
Categorical

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	41
관광사업	8

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	관광사업
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	41	83.7%
관광사업	8	16.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	41	83.7%
관광사업	8	16.3%

지역구분명
Text

MISSING

Distinct	3
Distinct (%)	60.0%
Missing	44
Missing (%)	89.8%
Memory size	520.0 B

Length

Max length	6
Median length	6
Mean length	5.2
Min length	4

Characters and Unicode

Total characters	26
Distinct characters	10
Distinct categories	1 ?
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	1 ?
Unique (%)	20.0%

Sample

1st row	전용주거지역
2nd row	상업지역
3rd row	상업지역
4th row	일반주거지역
5th row	일반주거지역

Value	Count	Frequency (%)
상업지역	2	40.0%
일반주거지역	2	40.0%
전용주거지역	1	20.0%

Most occurring characters

Value	Count	Frequency (%)
지	5	19.2%
역	5	19.2%
주	3	11.5%
거	3	11.5%
상	2	7.7%
업	2	7.7%
일	2	7.7%
반	2	7.7%
전	1	3.8%
용	1	3.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	26	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
지	5	19.2%
역	5	19.2%
주	3	11.5%
거	3	11.5%
상	2	7.7%
업	2	7.7%
일	2	7.7%
반	2	7.7%
전	1	3.8%
용	1	3.8%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	26	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
지	5	19.2%
역	5	19.2%
주	3	11.5%
거	3	11.5%
상	2	7.7%
업	2	7.7%
일	2	7.7%
반	2	7.7%
전	1	3.8%
용	1	3.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	26	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
지	5	19.2%
역	5	19.2%
주	3	11.5%
거	3	11.5%
상	2	7.7%
업	2	7.7%
일	2	7.7%
반	2	7.7%
전	1	3.8%
용	1	3.8%

총층수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	10.2%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	40
0	5
2	2
13	1
4	1

Length

Max length	4
Median length	4
Mean length	3.4693878
Min length	1

Unique

Unique	2 ?
Unique (%)	4.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	40	81.6%
0	5	10.2%
2	2	4.1%
13	1	2.0%
4	1	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	40	81.6%
0	5	10.2%
2	2	4.1%
13	1	2.0%
4	1	2.0%

주변환경명
Text

MISSING

Distinct	2
Distinct (%)	66.7%
Missing	46
Missing (%)	93.9%
Memory size	520.0 B

Length

Max length	5
Median length	2
Mean length	3
Min length	2

Characters and Unicode

Total characters	9
Distinct characters	6
Distinct categories	1 ?
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	1 ?
Unique (%)	33.3%

Sample

1st row	기타
2nd row	주택가주변
3rd row	기타

Value	Count	Frequency (%)
기타	2	66.7%
주택가주변	1	33.3%

Most occurring characters

Value	Count	Frequency (%)
기	2	22.2%
타	2	22.2%
주	2	22.2%
택	1	11.1%
가	1	11.1%
변	1	11.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	2	22.2%
타	2	22.2%
주	2	22.2%
택	1	11.1%
가	1	11.1%
변	1	11.1%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	2	22.2%
타	2	22.2%
주	2	22.2%
택	1	11.1%
가	1	11.1%
변	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
기	2	22.2%
타	2	22.2%
주	2	22.2%
택	1	11.1%
가	1	11.1%
변	1	11.1%

제작취급품목내용
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

보험기관명
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	48
Missing (%)	98.0%
Memory size	520.0 B

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	6
Distinct characters	5
Distinct categories	1 ?
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	1 ?
Unique (%)	100.0%

Sample

1st row	서울보증보험

Value	Count	Frequency (%)
서울보증보험	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
보	2	33.3%
서	1	16.7%
울	1	16.7%
증	1	16.7%
험	1	16.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
보	2	33.3%
서	1	16.7%
울	1	16.7%
증	1	16.7%
험	1	16.7%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
보	2	33.3%
서	1	16.7%
울	1	16.7%
증	1	16.7%
험	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
보	2	33.3%
서	1	16.7%
울	1	16.7%
증	1	16.7%
험	1	16.7%

건물용도명
Text

MISSING

Distinct	6
Distinct (%)	85.7%
Missing	42
Missing (%)	85.7%
Memory size	520.0 B

Length

Max length	6
Median length	4
Mean length	4
Min length	2

Characters and Unicode

Total characters	28
Distinct characters	17
Distinct categories	1 ?
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	5 ?
Unique (%)	71.4%

Sample

1st row	창고
2nd row	문화시설
3rd row	문화시설
4th row	근린생활시설
5th row	교육연구시설

Value	Count	Frequency (%)
문화시설	2	28.6%
창고	1	14.3%
근린생활시설	1	14.3%
교육연구시설	1	14.3%
생산시설	1	14.3%
기타	1	14.3%

Most occurring characters

Value	Count	Frequency (%)
시	5	17.9%
설	5	17.9%
문	2	7.1%
화	2	7.1%
생	2	7.1%
고	1	3.6%
근	1	3.6%
린	1	3.6%
창	1	3.6%
활	1	3.6%
Other values (7)	7	25.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	28	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	5	17.9%
설	5	17.9%
문	2	7.1%
화	2	7.1%
생	2	7.1%
고	1	3.6%
근	1	3.6%
린	1	3.6%
창	1	3.6%
활	1	3.6%
Other values (7)	7	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	28	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	5	17.9%
설	5	17.9%
문	2	7.1%
화	2	7.1%
생	2	7.1%
고	1	3.6%
근	1	3.6%
린	1	3.6%
창	1	3.6%
활	1	3.6%
Other values (7)	7	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	28	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
시	5	17.9%
설	5	17.9%
문	2	7.1%
화	2	7.1%
생	2	7.1%
고	1	3.6%
근	1	3.6%
린	1	3.6%
창	1	3.6%
활	1	3.6%
Other values (7)	7	25.0%

지상층수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	12.2%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	39
0	4
5	2
3	2
2	1

Length

Max length	4
Median length	4
Mean length	3.4081633
Min length	1

Unique

Unique	2 ?
Unique (%)	4.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	39	79.6%
0	4	8.2%
5	2	4.1%
3	2	4.1%
2	1	2.0%
12	1	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	39	79.6%
0	4	8.2%
5	2	4.1%
3	2	4.1%
2	1	2.0%
12	1	2.0%

지하층수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	41
0	4
4	2
1	2

Length

Max length	4
Median length	4
Mean length	3.5102041
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>	41	83.7%
0	4	8.2%
4	2	4.1%
1	2	4.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	41	83.7%
0	4	8.2%
4	2	4.1%
1	2	4.1%

객실수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	44
0	5

Length

Max length	4
Median length	4
Mean length	3.6938776
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>	44	89.8%
0	5	10.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	44	89.8%
0	5	10.2%

건축연면적
Categorical

IMBALANCE

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	44
0	5

Length

Max length	4
Median length	4
Mean length	3.6938776
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>	44	89.8%
0	5	10.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	44	89.8%
0	5	10.2%

영문상호명
Text

MISSING

Distinct	17
Distinct (%)	100.0%
Missing	32
Missing (%)	65.3%
Memory size	520.0 B

Length

Max length	30
Median length	22
Mean length	19
Min length	12

Characters and Unicode

Total characters	323
Distinct characters	44
Distinct categories	4 ?
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	17 ?
Unique (%)	100.0%

Sample

1st row	SAMSUNG TOUR CO.,LTD
2nd row	MICECO CO.,LTD
3rd row	Yale Communications Co.Ltd
4th row	Youth Communications
5th row	Dongin Exhibition

Value	Count	Frequency (%)
co.,ltd	7	15.9%
co.ltd	5	11.4%
communications	2	4.5%
samsung	1	2.3%
gbc	1	2.3%
mbc	1	2.3%
medicom	1	2.3%
munhwabank	1	2.3%
dawoo	1	2.3%
platform	1	2.3%
Other values (23)	23	52.3%

Most occurring characters

Value	Count	Frequency (%)
	27	8.4%
C	23	7.1%
o	22	6.8%
t	16	5.0%
O	16	5.0%
L	16	5.0%
.	15	4.6%
i	14	4.3%
n	14	4.3%
T	12	3.7%
Other values (34)	148	45.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	137	42.4%
Uppercase Letter	136	42.1%
Space Separator	27	8.4%
Other Punctuation	23	7.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	23	16.9%
O	16	11.8%
L	16	11.8%
T	12	8.8%
D	9	6.6%
E	8	5.9%
I	7	5.1%
M	7	5.1%
A	6	4.4%
R	6	4.4%
Other values (11)	26	19.1%

Lowercase Letter

Value	Count	Frequency (%)
o	22	16.1%
t	16	11.7%
i	14	10.2%
n	14	10.2%
a	11	8.0%
d	11	8.0%
m	8	5.8%
u	8	5.8%
g	5	3.6%
e	5	3.6%
Other values (10)	23	16.8%

Other Punctuation

Value	Count	Frequency (%)
.	15	65.2%
,	8	34.8%

Space Separator

Value	Count	Frequency (%)
	27	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	273	84.5%
Common	50	15.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	23	8.4%
o	22	8.1%
t	16	5.9%
O	16	5.9%
L	16	5.9%
i	14	5.1%
n	14	5.1%
T	12	4.4%
a	11	4.0%
d	11	4.0%
Other values (31)	118	43.2%

Common

Value	Count	Frequency (%)
	27	54.0%
.	15	30.0%
,	8	16.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	323	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	27	8.4%
C	23	7.1%
o	22	6.8%
t	16	5.0%
O	16	5.0%
L	16	5.0%
.	15	4.6%
i	14	4.3%
n	14	4.3%
T	12	3.7%
Other values (34)	148	45.8%

영문상호주소
Categorical

Distinct	7
Distinct (%)	14.3%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	33
PCO(professional convention organizer)	7
International conference planning business	5
Professional Congress Organizers	1
Professional Conference Organizer	1
Other values (2)	2

Length

Max length	42
Median length	4
Mean length	15.081633
Min length	4

Unique

Unique	4 ?
Unique (%)	8.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	33	67.3%
PCO(professional convention organizer)	7	14.3%
International conference planning business	5	10.2%
Professional Congress Organizers	1	2.0%
Professional Conference Organizer	1	2.0%
International conference planning	1	2.0%
International Convention business	1	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	33	38.4%
convention	8	9.3%
organizer	8	9.3%
pco(professional	7	8.1%
international	7	8.1%
conference	7	8.1%
planning	6	7.0%
business	6	7.0%
professional	2	2.3%
congress	1	1.2%

선박총톤수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	44
0	5

Length

Max length	4
Median length	4
Mean length	3.6938776
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>	44	89.8%
0	5	10.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	44	89.8%
0	5	10.2%

선박척수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	44
0	5

Length

Max length	4
Median length	4
Mean length	3.6938776
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>	44	89.8%
0	5	10.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	44	89.8%
0	5	10.2%

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

무대면적
Categorical

IMBALANCE

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	44
0	5

Length

Max length	4
Median length	4
Mean length	3.6938776
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>	44	89.8%
0	5	10.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	44	89.8%
0	5	10.2%

좌석수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	44
0	5

Length

Max length	4
Median length	4
Mean length	3.6938776
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>	44	89.8%
0	5	10.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	44	89.8%
0	5	10.2%

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

회의실별동시수용인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	44
0	5

Length

Max length	4
Median length	4
Mean length	3.6938776
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>	44	89.8%
0	5	10.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	44	89.8%
0	5	10.2%

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	82.4%
Missing	32
Missing (%)	65.3%
Infinite	0
Infinite (%)	0.0%
Mean	142.26529

Minimum	0
Maximum	560.66
Zeros	4
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	569.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	45
median	98.19
Q3	210
95-th percentile	383.332
Maximum	560.66
Range	560.66
Interquartile range (IQR)	165

Descriptive statistics

Standard deviation	151.01264
Coefficient of variation (CV)	1.0614862
Kurtosis	2.4579961
Mean	142.26529
Median Absolute Deviation (MAD)	98.19
Skewness	1.5064598
Sum	2418.51
Variance	22804.818
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0.0	4	8.2%
216.0	1	2.0%
210.0	1	2.0%
560.66	1	2.0%
125.4	1	2.0%
339.0	1	2.0%
80.0	1	2.0%
62.77	1	2.0%
72.39	1	2.0%
316.03	1	2.0%
Other values (4)	4	8.2%
(Missing)	32	65.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4	8.2%
45.0	1	2.0%
62.77	1	2.0%
72.39	1	2.0%
80.0	1	2.0%
98.19	1	2.0%
106.92	1	2.0%
125.4	1	2.0%
186.15	1	2.0%
210.0	1	2.0%

Value	Count	Frequency (%)
560.66	1	2.0%
339.0	1	2.0%
316.03	1	2.0%
216.0	1	2.0%
210.0	1	2.0%
186.15	1	2.0%
125.4	1	2.0%
106.92	1	2.0%
98.19	1	2.0%
80.0	1	2.0%

놀이기구수내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

놀이시설수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	520.0 B

<NA>	44
0	5

Length

Max length	4
Median length	4
Mean length	3.6938776
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>	44	89.8%
0	5	10.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	44	89.8%
0	5	10.2%

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

기획여행보험시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

기획여행보험종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

자본금
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	47.2%
Missing	13
Missing (%)	26.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.4290521 × 10⁸

Minimum	0
Maximum	1 × 10⁹
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	569.0 B

Quantile statistics

Minimum	0
5-th percentile	50000000
Q1	50000000
median	53804638
Q3	1.775 × 10⁸
95-th percentile	4.65 × 10⁸
Maximum	1 × 10⁹
Range	1 × 10⁹
Interquartile range (IQR)	1.275 × 10⁸

Descriptive statistics

Standard deviation	1.8605178 × 10⁸
Coefficient of variation (CV)	1.3019244
Kurtosis	12.870791
Mean	1.4290521 × 10⁸
Median Absolute Deviation (MAD)	25000000
Skewness	3.2908217
Sum	5.1445875 × 10⁹
Variance	3.4615263 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
50000000	17	34.7%
100000000	3	6.1%
200000000	2	4.1%
350000000	1	2.0%
100017203	1	2.0%
208594780	1	2.0%
210000000	1	2.0%
510000000	1	2.0%
109605537	1	2.0%
57609275	1	2.0%
Other values (7)	7	14.3%
(Missing)	13	26.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
50000000	17	34.7%
57609275	1	2.0%
100000000	3	6.1%
100017203	1	2.0%
103348220	1	2.0%
109605537	1	2.0%
120000000	1	2.0%
170000000	1	2.0%
200000000	2	4.1%

Value	Count	Frequency (%)
1000000000	1	2.0%
510000000	1	2.0%
450000000	1	2.0%
350000000	1	2.0%
210000000	1	2.0%
208594780	1	2.0%
205412500	1	2.0%
200000000	2	4.1%
170000000	1	2.0%
120000000	1	2.0%

보험시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

보험종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	49
Missing (%)	100.0%
Memory size	569.0 B

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	82.4%
Missing	32
Missing (%)	65.3%
Infinite	0
Infinite (%)	0.0%
Mean	142.23529

Minimum	0
Maximum	561
Zeros	4
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	569.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	45
median	98
Q3	210
95-th percentile	383.4
Maximum	561
Range	561
Interquartile range (IQR)	165

Descriptive statistics

Standard deviation	151.07553
Coefficient of variation (CV)	1.0621522
Kurtosis	2.4667009
Mean	142.23529
Median Absolute Deviation (MAD)	98
Skewness	1.5087993
Sum	2418
Variance	22823.816
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	4	8.2%
216	1	2.0%
210	1	2.0%
561	1	2.0%
125	1	2.0%
339	1	2.0%
80	1	2.0%
63	1	2.0%
72	1	2.0%
316	1	2.0%
Other values (4)	4	8.2%
(Missing)	32	65.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	8.2%
45	1	2.0%
63	1	2.0%
72	1	2.0%
80	1	2.0%
98	1	2.0%
107	1	2.0%
125	1	2.0%
186	1	2.0%
210	1	2.0%

Value	Count	Frequency (%)
561	1	2.0%
339	1	2.0%
316	1	2.0%
216	1	2.0%
210	1	2.0%
186	1	2.0%
125	1	2.0%
107	1	2.0%
98	1	2.0%
80	1	2.0%

First rows
Last rows

	번호	개방서비스명	개방서비스아이디	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
0	1	국제회의기획업	03_08_01_P	3410000	CDFI2263102005000001	20051116	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-427-4312	<NA>	700811	대구광역시 중구 대봉동 128-8	대구광역시 중구 대봉로 200 (대봉동)	41954	(주)코리아 커뮤니케이션즈	20111206170525	I	2018-08-31 23:59:59.0	<NA>	344683.360059	263011.525066	국제회의기획업	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>	120000000	<NA>	<NA>	<NA>	<NA>
1	2	국제회의기획업	03_08_01_P	3410000	CDFI2263102008000001	20080527	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	255-9502	<NA>	700823	대구광역시 중구 봉산동 223-17	대구광역시 중구 봉산문화길 38 (봉산동)	41959	주식회사 소스	20130107113018	I	2018-08-31 23:59:59.0	<NA>	344267.144913	263580.164271	국제회의기획업	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>	50000000	<NA>	<NA>	<NA>	<NA>
2	3	국제회의기획업	03_08_01_P	3410000	CDFI2263102014000001	20141218	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-431-3000	<NA>	<NA>	대구광역시 중구 서문로2가 83 갑을빌딩 2층	대구광역시 중구 국채보상로 515, 2층 (서문로2가, 갑을빌딩 )	41921	(주)삼성여행사	20171109111709	I	2018-08-31 23:59:59.0	<NA>	343251.365403	264520.837975	국제회의기획업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	SAMSUNG TOUR CO.,LTD	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	200000000	<NA>	<NA>	<NA>	<NA>
3	4	국제회의기획업	03_08_01_P	3410000	CDFI2263102015000001	20150702	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-424-1400	<NA>	<NA>	대구광역시 중구 계산동2가 2-2 501호	대구광역시 중구 서성로 26, 501호 (계산동2가, 정무빌딩)	41933	마이스코(주)	20160128095625	I	2018-08-31 23:59:59.0	<NA>	343296.850164	264344.275581	국제회의기획업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	MICECO CO.,LTD	Professional Congress Organizers	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	50000000	<NA>	<NA>	<NA>	<NA>
4	5	국제회의기획업	03_08_01_P	3410000	CDFI2263102018000001	20180323	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 중구 계산동2가 2-2 정무빌딩	대구광역시 중구 서성로 26, 정무빌딩 5층 (계산동2가)	41933	여행스케치주식회사	20180323141056	I	2018-08-31 23:59:59.0	<NA>	343296.850164	264344.275581	국제회의기획업	<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>	350000000	<NA>	<NA>	<NA>	<NA>
5	6	국제회의기획업	03_08_01_P	3410000	CDFI2263102021000001	20210803	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-431-0603	<NA>	<NA>	대구광역시 중구 대봉동 20-35 1층	대구광역시 중구 달구벌대로 2204, 1층 (대봉동)	41951	주식회사 픽쇼코리아	20210803134147	I	2021-08-05 00:22:51.0	<NA>	344834.917521	263682.783428	국제회의기획업	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	0	0	<NA>	0	0	<NA>	0	0.0	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	50000000	<NA>	<NA>	<NA>	0
6	7	국제회의기획업	03_08_01_P	3420000	CDFI2263102014000001	20140220	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 동구 효목동 194-49	대구광역시 동구 화랑로37길 25-4 (효목동)	41175	(주)예일커뮤니케이션즈	20201015105332	U	2020-10-17 02:40:00.0	<NA>	348471.116026	265473.309244	국제회의기획업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Yale Communications Co.Ltd	Professional Conference Organizer	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	8	국제회의기획업	03_08_01_P	3420000	CDFI2263102020000001	20200305	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 동구 신서동 1160-1	대구광역시 동구 이노밸리로56길 3-2 (신서동)	41068	청년기획	20200305112528	I	2020-03-07 00:23:22.0	<NA>	355883.113907	265573.41712	국제회의기획업	<NA>	전용주거지역	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Youth Communications	International conference planning	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	216.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	100017203	<NA>	<NA>	<NA>	216
8	9	국제회의기획업	03_08_01_P	3420000	CDFI2263102019000001	20190208	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 동구 신천동 95	대구광역시 동구 동대구로 475, 8층 (신천동)	41256	주식회사 제이비스퀘어	20190208145024	I	2019-02-10 02:21:33.0	<NA>	346672.854539	264843.003409	국제회의기획업	<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>
9	10	국제회의기획업	03_08_01_P	3420000	CDFI2263102008000001	20081229	<NA>	3	폐업	3	폐업	20150703	<NA>	<NA>	<NA>	985-9559	<NA>	701835	대구광역시 동구 용계동 515-2	대구광역시 동구 화랑로 509 (용계동)	<NA>	(주)뉴스디자인	20150703160654	I	2018-08-31 23:59:59.0	<NA>	351613.237983	265229.583705	국제회의기획업	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>	50000000	<NA>	<NA>	<NA>	<NA>

	번호	개방서비스명	개방서비스아이디	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
39	40	국제회의기획업	03_08_01_P	3460000	CDFI2263102021000001	20130227	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	0536213651	<NA>	<NA>	대구광역시 수성구 지산동 966-8	대구광역시 수성구 청수로38길 30, A동 501호 (지산동)	42177	아이엠티솔루션(IMT solution)	20210225170321	I	2021-02-27 00:23:00.0	<NA>	347017.312798	260940.303359	국제회의기획업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	IMT solution	International conference planning business	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
40	41	국제회의기획업	03_08_01_P	3460000	CDFI2263102011000001	20020822	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-746-8007	<NA>	706803	대구광역시 수성구 만촌동 1356-51 성화빌딩6층	대구광역시 수성구 화랑로8길 11-13 (만촌동,성화빌딩6층)	<NA>	(주)덱스코	20210616161428	U	2021-06-18 02:40:00.0	<NA>	347488.957344	264624.503838	국제회의기획업	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>
41	42	국제회의기획업	03_08_01_P	3460000	CDFI2263102010000001	20100408	<NA>	3	폐업	3	폐업	20170915	<NA>	<NA>	<NA>	1566-0497	<NA>	<NA>	대구광역시 수성구 황금동 706-29	대구광역시 수성구 청솔로 38, 2층 202호 (황금동)	42141	(주)유니온커뮤니케이션	20171016133440	I	2018-08-31 23:59:59.0	<NA>	346346.678036	262315.849437	국제회의기획업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	106.92	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	50000000	<NA>	<NA>	<NA>	107
42	43	국제회의기획업	03_08_01_P	3470000	CDFI2263102017000001	20170123	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	0537466407	<NA>	<NA>	대구광역시 달서구 두류동 588	대구광역시 달서구 공원순환로 46 (두류동, 대구관광정보센터)	42672	특수법인 대구광역시관광협회	20201222092142	U	2020-12-24 02:40:00.0	<NA>	340608.886881	262318.248215	국제회의기획업	<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>	205412500	<NA>	<NA>	<NA>	<NA>
43	44	국제회의기획업	03_08_01_P	3470000	CDFI2263102019000001	20190405	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-625-3220	<NA>	<NA>	대구광역시 달서구 두류동 706-3	대구광역시 달서구 당산로 176 (두류동)	42650	중국문화원 부설 의료관광사업단	20190405102024	I	2019-04-07 02:20:15.0	<NA>	339976.179739	262196.638868	국제회의기획업	<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>
44	45	국제회의기획업	03_08_01_P	3470000	CDFI2263102019000002	20150925	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-426-3610	<NA>	<NA>	대구광역시 달서구 송현동 172-8	대구광역시 달서구 송현동길 30 (송현동)	42739	(주)비아이이인터내셔널	20191122084706	I	2019-11-23 00:23:21.0	<NA>	339919.179033	260077.997956	국제회의기획업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	BIEINTERNATIONAL CO.,LTD	International Convention business	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
45	46	국제회의기획업	03_08_01_P	3470000	CDFI2263102010000001	20100406	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-563-9600	<NA>	704904	대구광역시 달서구 감삼동 315-5	대구광역시 달서구 장기로36안길 28 (감삼동)	704904	(주)코드	20130417112817	I	2018-08-31 23:59:59.0	<NA>	339053.001861	261548.874118	국제회의기획업	<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>	50000000	<NA>	<NA>	<NA>	<NA>
46	47	국제회의기획업	03_08_01_P	3470000	CDFI2263102009000001	20060928	<NA>	3	폐업	3	폐업	20140122	<NA>	<NA>	<NA>	625-6123	<NA>	704721	대구광역시 달서구 본동 831 대구공업대학 10호관 2,3 층	대구광역시 달서구 구마로 146 (본동)	704721	(주)에덱스	20140122180621	I	2018-08-31 23:59:59.0	<NA>	339360.500539	260479.646796	국제회의기획업	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>	50000000	<NA>	<NA>	<NA>	<NA>
47	48	국제회의기획업	03_08_01_P	3480000	CDFI2263102020000001	20201026	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-765-7277	<NA>	<NA>	대구광역시 달성군 가창면 용계리 565-80	대구광역시 달성군 가창면 가창로213길 36	42936	주식회사 미미	20220310174752	U	2022-03-12 02:40:00.0	<NA>	346575.931478	256715.567375	국제회의기획업	<NA>	일반주거지역	4	주택가주변	<NA>	<NA>	생산시설	3	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	186.15	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	103348220	<NA>	<NA>	<NA>	186
48	49	국제회의기획업	03_08_01_P	3480000	CDFI2263102018000001	20180205	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	0537680430	<NA>	<NA>	대구광역시 달성군 가창면 용계리 12-9	대구광역시 달성군 가창면 가창로 1110, 1층	42934	마루기획	20180205125844	I	2018-08-31 23:59:59.0	<NA>	346570.538105	257081.626055	국제회의기획업	<NA>	일반주거지역	<NA>	기타	<NA>	<NA>	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	45.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	45

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

Dash Punctuation

Other Punctuation

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

Decimal Number

Space Separator

Dash Punctuation

Uppercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Open Punctuation

Close Punctuation

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common