gimi9 Pandas Profiling

Dataset statistics

Number of variables	37
Number of observations	5710
Missing cells	56640
Missing cells (%)	26.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.7 MiB
Average record size in memory	318.0 B

Variable types

Numeric	14
Categorical	11
Unsupported	4
Text	7
DateTime	1

Dataset

Description	2021-04-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123156

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`환경업무구분명` has constant value ""	Constant
`휴업시작일자` is highly imbalanced (99.8%)	Imbalance
`휴업종료일자` is highly imbalanced (99.8%)	Imbalance
`인허가일자` has 66 (1.2%) missing values	Missing
`인허가취소일자` has 5710 (100.0%) missing values	Missing
`폐업일자` has 3474 (60.8%) missing values	Missing
`재개업일자` has 5710 (100.0%) missing values	Missing
`소재지전화` has 1208 (21.2%) missing values	Missing
`소재지면적` has 5710 (100.0%) missing values	Missing
`소재지우편번호` has 4745 (83.1%) missing values	Missing
`소재지전체주소` has 170 (3.0%) missing values	Missing
`도로명전체주소` has 1483 (26.0%) missing values	Missing
`도로명우편번호` has 2893 (50.7%) missing values	Missing
`업태구분명` has 3193 (55.9%) missing values	Missing
`좌표정보(x)` has 1344 (23.5%) missing values	Missing
`좌표정보(y)` has 1344 (23.5%) missing values	Missing
`업종구분명` has 2660 (46.6%) missing values	Missing
`주생산품명` has 4889 (85.6%) missing values	Missing
`배출시설조업시간` has 862 (15.1%) missing values	Missing
`배출시설연간가동일수` has 1282 (22.5%) missing values	Missing
`방지시설조업시간` has 2215 (38.8%) missing values	Missing
`방지시설연간가동일수` has 1972 (34.5%) missing values	Missing
`Unnamed: 36` has 5710 (100.0%) missing values	Missing
`인허가일자` is highly skewed (γ1 = -43.41603025)	Skewed
`배출시설조업시간` is highly skewed (γ1 = 20.95484076)	Skewed
`번호` has unique values	Unique
`관리번호` has unique values	Unique
`인허가취소일자` 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
`Unnamed: 36` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`배출시설조업시간` has 1062 (18.6%) zeros	Zeros
`배출시설연간가동일수` has 1036 (18.1%) zeros	Zeros
`방지시설조업시간` has 1116 (19.5%) zeros	Zeros
`방지시설연간가동일수` has 1118 (19.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 05:01:28.729122
Analysis finished	2024-04-17 05:01:30.306301
Duration	1.58 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	5710
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2855.5

Minimum	1
Maximum	5710
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	1
5-th percentile	286.45
Q1	1428.25
median	2855.5
Q3	4282.75
95-th percentile	5424.55
Maximum	5710
Range	5709
Interquartile range (IQR)	2854.5

Descriptive statistics

Standard deviation	1648.4793
Coefficient of variation (CV)	0.57729972
Kurtosis	-1.2
Mean	2855.5
Median Absolute Deviation (MAD)	1427.5
Skewness	0
Sum	16304905
Variance	2717484.2
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3794	1	< 0.1%
3814	1	< 0.1%
3813	1	< 0.1%
3812	1	< 0.1%
3811	1	< 0.1%
3810	1	< 0.1%
3809	1	< 0.1%
3808	1	< 0.1%
3807	1	< 0.1%
Other values (5700)	5700	99.8%

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 (%)
5710	1	< 0.1%
5709	1	< 0.1%
5708	1	< 0.1%
5707	1	< 0.1%
5706	1	< 0.1%
5705	1	< 0.1%
5704	1	< 0.1%
5703	1	< 0.1%
5702	1	< 0.1%
5701	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

대기오염물질배출시설설치사업장	5710

Length

Max length	15
Median length	15
Mean length	15
Min length	15

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
대기오염물질배출시설설치사업장	5710	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대기오염물질배출시설설치사업장	5710	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

09_30_08_P	5710

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	09_30_08_P
2nd row	09_30_08_P
3rd row	09_30_08_P
4th row	09_30_08_P
5th row	09_30_08_P

Common Values

Value	Count	Frequency (%)
09_30_08_P	5710	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
09_30_08_p	5710	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	17
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3976770.6

Minimum	3250000
Maximum	6260000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3290000
Q1	3340000
median	3390000
Q3	3400000
95-th percentile	6260000
Maximum	6260000
Range	3010000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	1185108.1
Coefficient of variation (CV)	0.29800766
Kurtosis	-0.017763446
Mean	3976770.6
Median Absolute Deviation (MAD)	40000
Skewness	1.4063519
Sum	2.270736 × 10¹⁰
Variance	1.4044812 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
3390000	1932	33.8%
6260000	1211	21.2%
3340000	831	14.6%
3360000	338	5.9%
3400000	323	5.7%
3350000	234	4.1%
3330000	182	3.2%
3280000	118	2.1%
3290000	91	1.6%
3370000	79	1.4%
Other values (7)	371	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	34	0.6%
3260000	42	0.7%
3270000	58	1.0%
3280000	118	2.1%
3290000	91	1.6%
3300000	60	1.1%
3310000	74	1.3%
3320000	53	0.9%
3330000	182	3.2%
3340000	831	14.6%

Value	Count	Frequency (%)
6260000	1211	21.2%
3400000	323	5.7%
3390000	1932	33.8%
3380000	50	0.9%
3370000	79	1.4%
3360000	338	5.9%
3350000	234	4.1%
3340000	831	14.6%
3330000	182	3.2%
3320000	53	0.9%

관리번호
Real number (ℝ)

UNIQUE

Distinct	5710
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9767707 × 10¹⁷

Minimum	3.2500002 × 10¹⁷
Maximum	6.26 × 10¹⁷
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	3.2500002 × 10¹⁷
5-th percentile	3.2900002 × 10¹⁷
Q1	3.3400002 × 10¹⁷
median	3.3900002 × 10¹⁷
Q3	3.4000002 × 10¹⁷
95-th percentile	6.26 × 10¹⁷
Maximum	6.26 × 10¹⁷
Range	3.0099998 × 10¹⁷
Interquartile range (IQR)	6 × 10¹⁵

Descriptive statistics

Standard deviation	1.185108 × 10¹⁷
Coefficient of variation (CV)	0.29800763
Kurtosis	-0.017763446
Mean	3.9767707 × 10¹⁷
Median Absolute Deviation (MAD)	4 × 10¹⁵
Skewness	1.4063519
Sum	1.7865758 × 10¹⁸
Variance	1.404481 × 10³⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
325000021202000001	1	< 0.1%
334000021198025025	1	< 0.1%
334000021200024297	1	< 0.1%
334000021200023118	1	< 0.1%
334000021200023117	1	< 0.1%
334000021200023116	1	< 0.1%
334000021199815380	1	< 0.1%
334000021200125477	1	< 0.1%
334000021200125166	1	< 0.1%
334000021200124310	1	< 0.1%
Other values (5700)	5700	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
325000021200000001	1	< 0.1%
325000021200100001	1	< 0.1%
325000021200100002	1	< 0.1%
325000021200100003	1	< 0.1%
325000021200100004	1	< 0.1%
325000021200100005	1	< 0.1%
325000021200100006	1	< 0.1%
325000021200100007	1	< 0.1%
325000021200100008	1	< 0.1%
325000021200400001	1	< 0.1%

Value	Count	Frequency (%)
626000001200700105	1	< 0.1%
626000001200700104	1	< 0.1%
626000001200700103	1	< 0.1%
626000001200700102	1	< 0.1%
626000001200700101	1	< 0.1%
626000001200700100	1	< 0.1%
626000001200700099	1	< 0.1%
626000001200700098	1	< 0.1%
626000001200700097	1	< 0.1%
626000001200700096	1	< 0.1%

인허가일자
Real number (ℝ)

MISSING SKEWED

Distinct	3298
Distinct (%)	58.4%
Missing	66
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	20029967

Minimum	198706
Maximum	20210224
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	198706
5-th percentile	19910506
Q1	20000329
median	20040526
Q3	20090507
95-th percentile	20171121
Maximum	20210224
Range	20011518
Interquartile range (IQR)	90178

Descriptive statistics

Standard deviation	391926.45
Coefficient of variation (CV)	0.019567004
Kurtosis	2038.2478
Mean	20029967
Median Absolute Deviation (MAD)	40577
Skewness	-43.41603
Sum	1.1304913 × 10¹¹
Variance	1.5360634 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000428	48	0.8%
20000328	26	0.5%
20081103	22	0.4%
20080922	21	0.4%
20151228	20	0.4%
20040701	19	0.3%
20081031	19	0.3%
20080714	17	0.3%
20000323	16	0.3%
20080925	14	0.2%
Other values (3288)	5422	95.0%
(Missing)	66	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
198706	1	< 0.1%
1995119	1	< 0.1%
9781226	1	< 0.1%
18831118	1	< 0.1%
19720129	1	< 0.1%
19720323	1	< 0.1%
19720324	2	< 0.1%
19720410	1	< 0.1%
19720603	1	< 0.1%
19720623	2	< 0.1%

Value	Count	Frequency (%)
20210224	2	< 0.1%
20210222	1	< 0.1%
20210201	2	< 0.1%
20210128	1	< 0.1%
20210125	1	< 0.1%
20210115	1	< 0.1%
20210111	2	< 0.1%
20210108	1	< 0.1%
20210106	2	< 0.1%
20210105	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5710
Missing (%)	100.0%
Memory size	50.3 KiB

영업상태구분코드
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

1	3178
3	1842
4	689
2	1

Length

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
1	3178	55.7%
3	1842	32.3%
4	689	12.1%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	3178	55.7%
3	1842	32.3%
4	689	12.1%
2	1	< 0.1%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

영업/정상	3178
폐업	1842
취소/말소/만료/정지/중지	689
휴업	1

Length

Max length	14
Median length	5
Mean length	5.1176883
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

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	3178	55.7%
폐업	1842	32.3%
취소/말소/만료/정지/중지	689	12.1%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	3178	55.7%
폐업	1842	32.3%
취소/말소/만료/정지/중지	689	12.1%
휴업	1	< 0.1%

상세영업상태코드
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

11	2024
2	1842
1	1155
4	689

Length

Max length	2
Median length	1
Mean length	1.3544658
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
11	2024	35.4%
2	1842	32.3%
1	1155	20.2%
4	689	12.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11	2024	35.4%
2	1842	32.3%
1	1155	20.2%
4	689	12.1%

상세영업상태명
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

영업	3178
폐업	1842
폐쇄	689
휴업	1

Length

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	3178	55.7%
폐업	1842	32.3%
폐쇄	689	12.1%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	3178	55.7%
폐업	1842	32.3%
폐쇄	689	12.1%
휴업	1	< 0.1%

폐업일자
Real number (ℝ)

MISSING

Distinct	1373
Distinct (%)	61.4%
Missing	3474
Missing (%)	60.8%
Infinite	0
Infinite (%)	0.0%
Mean	20096123

Minimum	19910424
Maximum	20210226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	19910424
5-th percentile	20020216
Q1	20050884
median	20091231
Q3	20140127
95-th percentile	20191226
Maximum	20210226
Range	299802
Interquartile range (IQR)	89243

Descriptive statistics

Standard deviation	54501.494
Coefficient of variation (CV)	0.0027120402
Kurtosis	-0.58383115
Mean	20096123
Median Absolute Deviation (MAD)	40511.5
Skewness	0.24590318
Sum	4.4934932 × 10¹⁰
Variance	2.9704129 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20091231	310	5.4%
20121231	22	0.4%
20090325	14	0.2%
20160426	10	0.2%
20040317	10	0.2%
20091001	9	0.2%
20140415	7	0.1%
20040630	6	0.1%
20130201	6	0.1%
20040610	6	0.1%
Other values (1363)	1836	32.2%
(Missing)	3474	60.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19910424	1	< 0.1%
19910523	1	< 0.1%
19911105	1	< 0.1%
19911209	1	< 0.1%
19930319	1	< 0.1%
19980416	1	< 0.1%
19980516	1	< 0.1%
19980715	1	< 0.1%
19981118	1	< 0.1%
19990101	1	< 0.1%

Value	Count	Frequency (%)
20210226	1	< 0.1%
20210222	3	0.1%
20210209	1	< 0.1%
20210205	1	< 0.1%
20210127	1	< 0.1%
20210126	2	< 0.1%
20210122	1	< 0.1%
20210118	1	< 0.1%
20210114	1	< 0.1%
20210113	1	< 0.1%

휴업시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

<NA>	5709
20200101	1

Length

Max length	8
Median length	4
Mean length	4.0007005
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>	5709	> 99.9%
20200101	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5709	> 99.9%
20200101	1	< 0.1%

휴업종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

<NA>	5709
20201231	1

Length

Max length	8
Median length	4
Mean length	4.0007005
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>	5709	> 99.9%
20201231	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5709	> 99.9%
20201231	1	< 0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5710
Missing (%)	100.0%
Memory size	50.3 KiB

소재지전화
Text

MISSING

Distinct	4054
Distinct (%)	90.0%
Missing	1208
Missing (%)	21.2%
Memory size	44.7 KiB

Length

Max length	14
Median length	13
Mean length	10.493781
Min length	3

Characters and Unicode

Total characters	47243
Distinct characters	14
Distinct categories	5 ?
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	3653 ?
Unique (%)	81.1%

Sample

1st row	051-441-2340
2nd row	442-4521
3rd row	462-8281
4th row	465-8801
5th row	260-5110

Value	Count	Frequency (%)
051	1257	20.3%
301	27	0.4%
263	17	0.3%
051263	17	0.3%
304	17	0.3%
261	16	0.3%
264	15	0.2%
051261	14	0.2%
303	12	0.2%
051262	9	0.1%
Other values (4155)	4781	77.3%

Most occurring characters

Value	Count	Frequency (%)
1	8262	17.5%
0	7725	16.4%
5	6797	14.4%
3	4728	10.0%
2	4482	9.5%
6	2775	5.9%
8	2520	5.3%
4	2390	5.1%
7	2364	5.0%
-	1897	4.0%
Other values (4)	3303	7.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	43651	92.4%
Dash Punctuation	1897	4.0%
Space Separator	1690	3.6%
Math Symbol	4	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	8262	18.9%
0	7725	17.7%
5	6797	15.6%
3	4728	10.8%
2	4482	10.3%
6	2775	6.4%
8	2520	5.8%
4	2390	5.5%
7	2364	5.4%
9	1608	3.7%

Dash Punctuation

Value	Count	Frequency (%)
-	1897	100.0%

Space Separator

Value	Count	Frequency (%)
	1690	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	47243	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	8262	17.5%
0	7725	16.4%
5	6797	14.4%
3	4728	10.0%
2	4482	9.5%
6	2775	5.9%
8	2520	5.3%
4	2390	5.1%
7	2364	5.0%
-	1897	4.0%
Other values (4)	3303	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47243	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	8262	17.5%
0	7725	16.4%
5	6797	14.4%
3	4728	10.0%
2	4482	9.5%
6	2775	5.9%
8	2520	5.3%
4	2390	5.1%
7	2364	5.0%
-	1897	4.0%
Other values (4)	3303	7.0%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5710
Missing (%)	100.0%
Memory size	50.3 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	225
Distinct (%)	23.3%
Missing	4745
Missing (%)	83.1%
Infinite	0
Infinite (%)	0.0%
Mean	612105.16

Minimum	600010
Maximum	619963
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	600010
5-th percentile	602030
Q1	604846
median	613102
Q3	617814
95-th percentile	617844
Maximum	619963
Range	19953
Interquartile range (IQR)	12968

Descriptive statistics

Standard deviation	6100.2642
Coefficient of variation (CV)	0.0099660395
Kurtosis	-1.3747689
Mean	612105.16
Median Absolute Deviation (MAD)	4721
Skewness	-0.43518563
Sum	5.9068148 × 10⁸
Variance	37213223
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
617825	46	0.8%
604042	43	0.8%
617826	36	0.6%
617814	34	0.6%
617050	32	0.6%
617823	31	0.5%
617070	26	0.5%
604060	25	0.4%
604041	24	0.4%
612060	23	0.4%
Other values (215)	645	11.3%
(Missing)	4745	83.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600010	3	0.1%
600015	1	< 0.1%
600080	1	< 0.1%
600090	2	< 0.1%
600091	2	< 0.1%
600110	1	< 0.1%
600112	1	< 0.1%
600701	1	< 0.1%
600736	1	< 0.1%
600802	2	< 0.1%

Value	Count	Frequency (%)
619963	7	0.1%
619962	1	< 0.1%
619961	10	0.2%
619960	2	< 0.1%
619953	1	< 0.1%
619952	2	< 0.1%
619950	1	< 0.1%
619913	1	< 0.1%
619906	2	< 0.1%
619905	2	< 0.1%

소재지전체주소
Text

MISSING

Distinct	4493
Distinct (%)	81.1%
Missing	170
Missing (%)	3.0%
Memory size	44.7 KiB

Length

Max length	47
Median length	44
Mean length	21.462274
Min length	12

Characters and Unicode

Total characters	118901
Distinct characters	283
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	3763 ?
Unique (%)	67.9%

Sample

1st row	부산광역시 중구 중앙동4가 75-1번지
2nd row	부산광역시 중구 중앙동4가 89-14번지 정석빌딩
3rd row	부산광역시 중구 대청동4가 12-9 메리놀병원
4th row	부산광역시 중구 보수동2가 106-5
5th row	부산광역시 중구 중앙동7가 20-1번지

Value	Count	Frequency (%)
부산광역시	5538	24.2%
사상구	2352	10.3%
사하구	1127	4.9%
강서구	778	3.4%
송정동	758	3.3%
학장동	732	3.2%
감전동	614	2.7%
장림동	510	2.2%
삼락동	402	1.8%
기장군	304	1.3%
Other values (4401)	9745	42.6%

Most occurring characters

Value	Count	Frequency (%)
	18705	15.7%
산	5866	4.9%
부	5719	4.8%
광	5572	4.7%
시	5556	4.7%
역	5544	4.7%
동	5452	4.6%
1	5357	4.5%
구	5355	4.5%
-	4835	4.1%
Other values (273)	50940	42.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	70809	59.6%
Decimal Number	24436	20.6%
Space Separator	18705	15.7%
Dash Punctuation	4835	4.1%
Other Punctuation	53	< 0.1%
Close Punctuation	23	< 0.1%
Open Punctuation	23	< 0.1%
Uppercase Letter	15	< 0.1%
Lowercase Letter	1	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	5866	8.3%
부	5719	8.1%
광	5572	7.9%
시	5556	7.8%
역	5544	7.8%
동	5452	7.7%
구	5355	7.6%
지	3928	5.5%
번	3849	5.4%
사	3622	5.1%
Other values (248)	20346	28.7%

Decimal Number

Value	Count	Frequency (%)
1	5357	21.9%
2	2838	11.6%
5	2579	10.6%
3	2330	9.5%
7	2121	8.7%
6	1976	8.1%
0	1941	7.9%
4	1922	7.9%
8	1781	7.3%
9	1591	6.5%

Uppercase Letter

Value	Count	Frequency (%)
A	5	33.3%
B	4	26.7%
C	2	13.3%
M	1	6.7%
K	1	6.7%
S	1	6.7%
E	1	6.7%

Other Punctuation

Value	Count	Frequency (%)
,	52	98.1%
.	1	1.9%

Space Separator

Value	Count	Frequency (%)
	18705	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4835	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	23	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	23	100.0%

Lowercase Letter

Value	Count	Frequency (%)
c	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	70809	59.6%
Common	48076	40.4%
Latin	16	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5866	8.3%
부	5719	8.1%
광	5572	7.9%
시	5556	7.8%
역	5544	7.8%
동	5452	7.7%
구	5355	7.6%
지	3928	5.5%
번	3849	5.4%
사	3622	5.1%
Other values (248)	20346	28.7%

Common

Value	Count	Frequency (%)
	18705	38.9%
1	5357	11.1%
-	4835	10.1%
2	2838	5.9%
5	2579	5.4%
3	2330	4.8%
7	2121	4.4%
6	1976	4.1%
0	1941	4.0%
4	1922	4.0%
Other values (7)	3472	7.2%

Latin

Value	Count	Frequency (%)
A	5	31.2%
B	4	25.0%
C	2	12.5%
M	1	6.2%
c	1	6.2%
K	1	6.2%
S	1	6.2%
E	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	70809	59.6%
ASCII	48092	40.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	18705	38.9%
1	5357	11.1%
-	4835	10.1%
2	2838	5.9%
5	2579	5.4%
3	2330	4.8%
7	2121	4.4%
6	1976	4.1%
0	1941	4.0%
4	1922	4.0%
Other values (15)	3488	7.3%

Hangul

Value	Count	Frequency (%)
산	5866	8.3%
부	5719	8.1%
광	5572	7.9%
시	5556	7.8%
역	5544	7.8%
동	5452	7.7%
구	5355	7.6%
지	3928	5.5%
번	3849	5.4%
사	3622	5.1%
Other values (248)	20346	28.7%

도로명전체주소
Text

MISSING

Distinct	3364
Distinct (%)	79.6%
Missing	1483
Missing (%)	26.0%
Memory size	44.7 KiB

Length

Max length	55
Median length	50
Mean length	26.772652
Min length	19

Characters and Unicode

Total characters	113168
Distinct characters	384
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	2775 ?
Unique (%)	65.6%

Sample

1st row	부산광역시 중구 충장대로5번길 72 (중앙동4가)
2nd row	부산광역시 중구 중앙대로42번길 5 (중앙동5가)
3rd row	부산광역시 중구 중앙대로 70 (중앙동4가)
4th row	부산광역시 중구 중앙대로 88, 정석빌딩 (중앙동4가)
5th row	부산광역시 중구 중구로 121, 메리놀병원 (대청동4가)

Value	Count	Frequency (%)
부산광역시	4225	19.7%
사상구	1910	8.9%
사하구	781	3.6%
감전동	471	2.2%
학장동	455	2.1%
삼락동	402	1.9%
강서구	393	1.8%
장림동	370	1.7%
송정동	369	1.7%
기장군	279	1.3%
Other values (2097)	11818	55.0%

Most occurring characters

Value	Count	Frequency (%)
	17716	15.7%
산	5555	4.9%
동	4871	4.3%
부	4388	3.9%
시	4314	3.8%
광	4298	3.8%
역	4229	3.7%
로	4127	3.6%
구	4075	3.6%
)	4018	3.6%
Other values (374)	55577	49.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	68670	60.7%
Decimal Number	17836	15.8%
Space Separator	17716	15.7%
Close Punctuation	4018	3.6%
Open Punctuation	4018	3.6%
Dash Punctuation	563	0.5%
Other Punctuation	299	0.3%
Uppercase Letter	46	< 0.1%
Lowercase Letter	1	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	5555	8.1%
동	4871	7.1%
부	4388	6.4%
시	4314	6.3%
광	4298	6.3%
역	4229	6.2%
로	4127	6.0%
구	4075	5.9%
사	3194	4.7%
길	2365	3.4%
Other values (344)	27254	39.7%

Uppercase Letter

Value	Count	Frequency (%)
C	7	15.2%
A	6	13.0%
S	6	13.0%
B	6	13.0%
K	5	10.9%
E	3	6.5%
H	3	6.5%
Y	3	6.5%
P	2	4.3%
U	2	4.3%
Other values (2)	3	6.5%

Decimal Number

Value	Count	Frequency (%)
1	3425	19.2%
2	2525	14.2%
3	2210	12.4%
4	1696	9.5%
6	1563	8.8%
5	1545	8.7%
7	1411	7.9%
0	1221	6.8%
9	1169	6.6%
8	1071	6.0%

Other Punctuation

Value	Count	Frequency (%)
,	298	99.7%
.	1	0.3%

Space Separator

Value	Count	Frequency (%)
	17716	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4018	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4018	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	563	100.0%

Lowercase Letter

Value	Count	Frequency (%)
c	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	68670	60.7%
Common	44451	39.3%
Latin	47	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5555	8.1%
동	4871	7.1%
부	4388	6.4%
시	4314	6.3%
광	4298	6.3%
역	4229	6.2%
로	4127	6.0%
구	4075	5.9%
사	3194	4.7%
길	2365	3.4%
Other values (344)	27254	39.7%

Common

Value	Count	Frequency (%)
	17716	39.9%
)	4018	9.0%
(	4018	9.0%
1	3425	7.7%
2	2525	5.7%
3	2210	5.0%
4	1696	3.8%
6	1563	3.5%
5	1545	3.5%
7	1411	3.2%
Other values (7)	4324	9.7%

Latin

Value	Count	Frequency (%)
C	7	14.9%
A	6	12.8%
S	6	12.8%
B	6	12.8%
K	5	10.6%
E	3	6.4%
H	3	6.4%
Y	3	6.4%
P	2	4.3%
U	2	4.3%
Other values (3)	4	8.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	68670	60.7%
ASCII	44498	39.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17716	39.8%
)	4018	9.0%
(	4018	9.0%
1	3425	7.7%
2	2525	5.7%
3	2210	5.0%
4	1696	3.8%
6	1563	3.5%
5	1545	3.5%
7	1411	3.2%
Other values (20)	4371	9.8%

Hangul

Value	Count	Frequency (%)
산	5555	8.1%
동	4871	7.1%
부	4388	6.4%
시	4314	6.3%
광	4298	6.3%
역	4229	6.2%
로	4127	6.0%
구	4075	5.9%
사	3194	4.7%
길	2365	3.4%
Other values (344)	27254	39.7%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	488
Distinct (%)	17.3%
Missing	2893
Missing (%)	50.7%
Infinite	0
Infinite (%)	0.0%
Mean	472143.5

Minimum	6151
Maximum	621270
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	6151
5-th percentile	46751
Q1	49499
median	617805
Q3	617826
95-th percentile	618270
Maximum	621270
Range	615119
Interquartile range (IQR)	568327

Descriptive statistics

Standard deviation	248059.88
Coefficient of variation (CV)	0.52539085
Kurtosis	-0.72891812
Mean	472143.5
Median Absolute Deviation (MAD)	38
Skewness	-1.1273678
Sum	1.3300282 × 10⁹
Variance	6.1533702 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
617825	191	3.3%
617814	191	3.3%
617843	174	3.0%
617826	160	2.8%
617805	154	2.7%
617844	143	2.5%
617823	132	2.3%
617804	85	1.5%
617801	68	1.2%
617800	58	1.0%
Other values (478)	1461	25.6%
(Missing)	2893	50.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6151	1	< 0.1%
46003	1	< 0.1%
46006	4	0.1%
46018	5	0.1%
46020	9	0.2%
46026	10	0.2%
46027	7	0.1%
46028	10	0.2%
46031	2	< 0.1%
46033	1	< 0.1%

Value	Count	Frequency (%)
621270	1	< 0.1%
619963	6	0.1%
619962	2	< 0.1%
619961	33	0.6%
619953	3	0.1%
619952	12	0.2%
619951	14	0.2%
619950	2	< 0.1%
619912	1	< 0.1%
619906	2	< 0.1%

사업장명
Text

Distinct	4467
Distinct (%)	78.2%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

Length

Max length	29
Median length	27
Mean length	6.97338
Min length	1

Characters and Unicode

Total characters	39818
Distinct characters	612
Distinct categories	10 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	3535 ?
Unique (%)	61.9%

Sample

1st row	주식회사 케이티
2nd row	남성홀딩스(주) 부산지점
3rd row	동원산업(주)
4th row	은산기업주식회사
5th row	(재)천주교부산교구메리놀병원

Value	Count	Frequency (%)
주식회사	37	0.6%
제2공장	19	0.3%
부산공장	16	0.3%
2공장	11	0.2%
대영산업	9	0.1%
대진금속	9	0.1%
영진금속	9	0.1%
부산광역시	9	0.1%
부산지점	9	0.1%
대신금속	9	0.1%
Other values (4596)	6018	97.8%

Most occurring characters

Value	Count	Frequency (%)
주	2659	6.7%
)	2568	6.4%
(	2556	6.4%
업	1459	3.7%
산	1186	3.0%
공	1038	2.6%
사	990	2.5%
동	825	2.1%
금	763	1.9%
대	681	1.7%
Other values (602)	25093	63.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	33387	83.8%
Close Punctuation	2569	6.5%
Open Punctuation	2557	6.4%
Uppercase Letter	448	1.1%
Space Separator	445	1.1%
Decimal Number	249	0.6%
Other Punctuation	78	0.2%
Lowercase Letter	40	0.1%
Other Symbol	38	0.1%
Dash Punctuation	7	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	2659	8.0%
업	1459	4.4%
산	1186	3.6%
공	1038	3.1%
사	990	3.0%
동	825	2.5%
금	763	2.3%
대	681	2.0%
성	638	1.9%
정	612	1.8%
Other values (535)	22536	67.5%

Uppercase Letter

Value	Count	Frequency (%)
S	59	13.2%
C	53	11.8%
T	47	10.5%
M	31	6.9%
E	25	5.6%
P	24	5.4%
G	19	4.2%
O	19	4.2%
N	18	4.0%
R	18	4.0%
Other values (13)	135	30.1%

Lowercase Letter

Value	Count	Frequency (%)
o	5	12.5%
r	4	10.0%
s	3	7.5%
c	3	7.5%
e	3	7.5%
t	3	7.5%
i	2	5.0%
k	2	5.0%
l	2	5.0%
h	2	5.0%
Other values (8)	11	27.5%

Decimal Number

Value	Count	Frequency (%)
2	99	39.8%
1	73	29.3%
3	34	13.7%
0	14	5.6%
4	8	3.2%
6	7	2.8%
5	6	2.4%
7	4	1.6%
9	3	1.2%
8	1	0.4%

Other Punctuation

Value	Count	Frequency (%)
.	44	56.4%
&	18	23.1%
,	8	10.3%
;	2	2.6%
/	2	2.6%
#	1	1.3%
·	1	1.3%
＆	1	1.3%
'	1	1.3%

Close Punctuation

Value	Count	Frequency (%)
)	2568	> 99.9%
]	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	2556	> 99.9%
[	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	445	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	38	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	33424	83.9%
Common	5905	14.8%
Latin	488	1.2%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	2659	8.0%
업	1459	4.4%
산	1186	3.5%
공	1038	3.1%
사	990	3.0%
동	825	2.5%
금	763	2.3%
대	681	2.0%
성	638	1.9%
정	612	1.8%
Other values (535)	22573	67.5%

Latin

Value	Count	Frequency (%)
S	59	12.1%
C	53	10.9%
T	47	9.6%
M	31	6.4%
E	25	5.1%
P	24	4.9%
G	19	3.9%
O	19	3.9%
N	18	3.7%
R	18	3.7%
Other values (31)	175	35.9%

Common

Value	Count	Frequency (%)
)	2568	43.5%
(	2556	43.3%
	445	7.5%
2	99	1.7%
1	73	1.2%
.	44	0.7%
3	34	0.6%
&	18	0.3%
0	14	0.2%
4	8	0.1%
Other values (15)	46	0.8%

Han

Value	Count	Frequency (%)
木	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	33380	83.8%
ASCII	6391	16.1%
None	40	0.1%
Compat Jamo	6	< 0.1%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	2659	8.0%
업	1459	4.4%
산	1186	3.6%
공	1038	3.1%
사	990	3.0%
동	825	2.5%
금	763	2.3%
대	681	2.0%
성	638	1.9%
정	612	1.8%
Other values (529)	22529	67.5%

ASCII

Value	Count	Frequency (%)
)	2568	40.2%
(	2556	40.0%
	445	7.0%
2	99	1.5%
1	73	1.1%
S	59	0.9%
C	53	0.8%
T	47	0.7%
.	44	0.7%
3	34	0.5%
Other values (54)	413	6.5%

None

Value	Count	Frequency (%)
㈜	38	95.0%
·	1	2.5%
＆	1	2.5%

Compat Jamo

Value	Count	Frequency (%)
ㅣ	2	33.3%
ㆍ	1	16.7%
ㅇ	1	16.7%
ㅌ	1	16.7%
ㅏ	1	16.7%

CJK

Value	Count	Frequency (%)
木	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	5709
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0133332 × 10¹³

Minimum	2.0000818 × 10¹³
Maximum	2.0210226 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	2.0000818 × 10¹³
5-th percentile	2.0041112 × 10¹³
Q1	2.0070221 × 10¹³
median	2.0150824 × 10¹³
Q3	2.0190725 × 10¹³
95-th percentile	2.0201207 × 10¹³
Maximum	2.0210226 × 10¹³
Range	2.0940805 × 10¹¹
Interquartile range (IQR)	1.205038 × 10¹¹

Descriptive statistics

Standard deviation	6.0685263 × 10¹⁰
Coefficient of variation (CV)	0.0030141688
Kurtosis	-1.4308594
Mean	2.0133332 × 10¹³
Median Absolute Deviation (MAD)	4.0396033 × 10¹⁰
Skewness	-0.3698829
Sum	1.1496133 × 10¹⁷
Variance	3.6827011 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20051126144103	2	< 0.1%
20200324152922	1	< 0.1%
20030623111032	1	< 0.1%
20030604160644	1	< 0.1%
20010507104555	1	< 0.1%
20030604162330	1	< 0.1%
20040402165713	1	< 0.1%
20040907171302	1	< 0.1%
20040811153214	1	< 0.1%
20031029110853	1	< 0.1%
Other values (5699)	5699	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20000818125418	1	< 0.1%
20000819115626	1	< 0.1%
20000824160852	1	< 0.1%
20000824175955	1	< 0.1%
20001002112023	1	< 0.1%
20001011094119	1	< 0.1%
20001031095222	1	< 0.1%
20001114130550	1	< 0.1%
20001228152700	1	< 0.1%
20010126112653	1	< 0.1%

Value	Count	Frequency (%)
20210226180417	1	< 0.1%
20210226173927	1	< 0.1%
20210226154141	1	< 0.1%
20210226143353	1	< 0.1%
20210226133934	1	< 0.1%
20210225134319	1	< 0.1%
20210225090300	1	< 0.1%
20210224173143	1	< 0.1%
20210223094741	1	< 0.1%
20210222214208	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

I	3726
U	1984

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	U
4th row	U
5th row	U

Common Values

Value	Count	Frequency (%)
I	3726	65.3%
U	1984	34.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3726	65.3%
u	1984	34.7%

데이터갱신일자
Date

Distinct	620
Distinct (%)	10.9%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

Minimum	2018-09-06 23:59:59
Maximum	2021-02-28 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Text

MISSING

Distinct	448
Distinct (%)	17.8%
Missing	3193
Missing (%)	55.9%
Memory size	44.7 KiB

Length

Max length	32
Median length	24
Mean length	10.851808
Min length	2

Characters and Unicode

Total characters	27314
Distinct characters	292
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

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

Unique

Unique	198 ?
Unique (%)	7.9%

Sample

1st row	유선 및 위성 방송업
2nd row	종합 병원
3rd row	백화점
4th row	부동산 임대업
5th row	소방서

Value	Count	Frequency (%)
제조업	1107	14.3%
및	819	10.6%
기타	549	7.1%
자동차	321	4.1%
도금업	291	3.8%
수리업	211	2.7%
조립금속제품	197	2.5%
종합	134	1.7%
그외	105	1.4%
제외	97	1.3%
Other values (583)	3906	50.5%

Most occurring characters

Value	Count	Frequency (%)
	5221	19.1%
업	2451	9.0%
제	1939	7.1%
조	1496	5.5%
기	891	3.3%
및	840	3.1%
금	803	2.9%
품	782	2.9%
리	642	2.4%
타	573	2.1%
Other values (282)	11676	42.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	21922	80.3%
Space Separator	5221	19.1%
Other Punctuation	156	0.6%
Decimal Number	15	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	2451	11.2%
제	1939	8.8%
조	1496	6.8%
기	891	4.1%
및	840	3.8%
금	803	3.7%
품	782	3.6%
리	642	2.9%
타	573	2.6%
속	470	2.1%
Other values (277)	11035	50.3%

Other Punctuation

Value	Count	Frequency (%)
,	141	90.4%
·	10	6.4%
;	5	3.2%

Space Separator

Value	Count	Frequency (%)
	5221	100.0%

Decimal Number

Value	Count	Frequency (%)
1	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	21922	80.3%
Common	5392	19.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	2451	11.2%
제	1939	8.8%
조	1496	6.8%
기	891	4.1%
및	840	3.8%
금	803	3.7%
품	782	3.6%
리	642	2.9%
타	573	2.6%
속	470	2.1%
Other values (277)	11035	50.3%

Common

Value	Count	Frequency (%)
	5221	96.8%
,	141	2.6%
1	15	0.3%
·	10	0.2%
;	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	21922	80.3%
ASCII	5382	19.7%
None	10	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5221	97.0%
,	141	2.6%
1	15	0.3%
;	5	0.1%

Hangul

Value	Count	Frequency (%)
업	2451	11.2%
제	1939	8.8%
조	1496	6.8%
기	891	4.1%
및	840	3.8%
금	803	3.7%
품	782	3.6%
리	642	2.9%
타	573	2.6%
속	470	2.1%
Other values (277)	11035	50.3%

None

Value	Count	Frequency (%)
·	10	100.0%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	3282
Distinct (%)	75.2%
Missing	1344
Missing (%)	23.5%
Infinite	0
Infinite (%)	0.0%
Mean	382589.1

Minimum	203846.91
Maximum	409312.53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	203846.91
5-th percentile	368370.3
Q1	379701.41
median	380566.08
Q3	385730.96
95-th percentile	399159.26
Maximum	409312.53
Range	205465.62
Interquartile range (IQR)	6029.5488

Descriptive statistics

Standard deviation	8212.1098
Coefficient of variation (CV)	0.021464568
Kurtosis	51.621608
Mean	382589.1
Median Absolute Deviation (MAD)	1313.8864
Skewness	-1.7754692
Sum	1.670384 × 10⁹
Variance	67438748
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
379286.807180708	15	0.3%
379676.739126262	10	0.2%
378066.045463306	9	0.2%
369030.767256382	9	0.2%
380591.628634156	7	0.1%
380034.200316414	7	0.1%
393613.739814618	7	0.1%
380235.651842785	7	0.1%
378072.314730246	6	0.1%
378230.386696257	6	0.1%
Other values (3272)	4283	75.0%
(Missing)	1344	23.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
203846.905722439	1	< 0.1%
365042.93864724	1	< 0.1%
365400.372737445	1	< 0.1%
365598.422353	1	< 0.1%
365613.595615505	1	< 0.1%
365640.092566253	1	< 0.1%
366237.797897511	1	< 0.1%
366266.103555541	1	< 0.1%
366283.763436367	1	< 0.1%
366339.309102189	1	< 0.1%

Value	Count	Frequency (%)
409312.526674356	1	< 0.1%
408465.47014337	2	< 0.1%
408104.217224932	1	< 0.1%
408074.574244747	1	< 0.1%
407860.031836566	1	< 0.1%
407843.966573645	1	< 0.1%
406652.011569395	1	< 0.1%
406190.540880514	2	< 0.1%
406007.739500681	1	< 0.1%
405967.49653678	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	3281
Distinct (%)	75.1%
Missing	1344
Missing (%)	23.5%
Infinite	0
Infinite (%)	0.0%
Mean	185595.1

Minimum	173992.31
Maximum	444606.04
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	173992.31
5-th percentile	176513.33
Q1	178744.3
median	185143.71
Q3	188956.03
95-th percentile	203880.9
Maximum	444606.04
Range	270613.73
Interquartile range (IQR)	10211.732

Descriptive statistics

Standard deviation	8157.0711
Coefficient of variation (CV)	0.043950897
Kurtosis	232.69455
Mean	185595.1
Median Absolute Deviation (MAD)	4264.1045
Skewness	7.9749056
Sum	8.1030819 × 10⁸
Variance	66537809
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
183893.96974413	15	0.3%
183709.666376222	10	0.2%
177890.747827327	9	0.2%
176748.47472086	9	0.2%
185009.709198951	7	0.1%
189366.88271546	7	0.1%
184629.104887058	7	0.1%
192493.751896833	7	0.1%
176833.128160946	6	0.1%
176721.757424129	6	0.1%
Other values (3271)	4283	75.0%
(Missing)	1344	23.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
173992.30883079	1	< 0.1%
174029.34754803	1	< 0.1%
174143.075915609	1	< 0.1%
174226.136061123	1	< 0.1%
174282.637515014	2	< 0.1%
174285.477360553	1	< 0.1%
174315.265600106	1	< 0.1%
174330.963124212	2	< 0.1%
174331.206459644	1	< 0.1%
174353.573757884	1	< 0.1%

Value	Count	Frequency (%)
444606.040629202	1	< 0.1%
211721.210733823	1	< 0.1%
211123.294037	1	< 0.1%
210951.640409	1	< 0.1%
210853.725594626	1	< 0.1%
210837.59783397	1	< 0.1%
210795.258306	1	< 0.1%
210735.315853947	1	< 0.1%
210715.757646941	1	< 0.1%
210672.872936	1	< 0.1%

환경업무구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

대기배출업소관리	5710

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
대기배출업소관리	5710	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대기배출업소관리	5710	100.0%

업종구분명
Text

MISSING

Distinct	480
Distinct (%)	15.7%
Missing	2660
Missing (%)	46.6%
Memory size	44.7 KiB

Length

Max length	32
Median length	24.5
Mean length	10.735738
Min length	2

Characters and Unicode

Total characters	32744
Distinct characters	293
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

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

Unique

Unique	201 ?
Unique (%)	6.6%

Sample

1st row	유선 및 위성 방송업
2nd row	종합 병원
3rd row	백화점
4th row	부동산 임대업
5th row	소방서

Value	Count	Frequency (%)
제조업	1357	14.7%
및	958	10.4%
기타	683	7.4%
도금업	394	4.3%
자동차	336	3.6%
조립금속제품	230	2.5%
수리업	222	2.4%
종합	138	1.5%
가공업	128	1.4%
그외	115	1.2%
Other values (611)	4660	50.5%

Most occurring characters

Value	Count	Frequency (%)
	6172	18.8%
업	2992	9.1%
제	2455	7.5%
조	1883	5.8%
기	1079	3.3%
금	1059	3.2%
품	1005	3.1%
및	979	3.0%
리	715	2.2%
타	707	2.2%
Other values (283)	13698	41.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	26378	80.6%
Space Separator	6172	18.8%
Other Punctuation	174	0.5%
Decimal Number	20	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	2992	11.3%
제	2455	9.3%
조	1883	7.1%
기	1079	4.1%
금	1059	4.0%
품	1005	3.8%
및	979	3.7%
리	715	2.7%
타	707	2.7%
속	618	2.3%
Other values (278)	12886	48.9%

Other Punctuation

Value	Count	Frequency (%)
,	157	90.2%
·	12	6.9%
;	5	2.9%

Space Separator

Value	Count	Frequency (%)
	6172	100.0%

Decimal Number

Value	Count	Frequency (%)
1	20	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	26378	80.6%
Common	6366	19.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	2992	11.3%
제	2455	9.3%
조	1883	7.1%
기	1079	4.1%
금	1059	4.0%
품	1005	3.8%
및	979	3.7%
리	715	2.7%
타	707	2.7%
속	618	2.3%
Other values (278)	12886	48.9%

Common

Value	Count	Frequency (%)
	6172	97.0%
,	157	2.5%
1	20	0.3%
·	12	0.2%
;	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	26378	80.6%
ASCII	6354	19.4%
None	12	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6172	97.1%
,	157	2.5%
1	20	0.3%
;	5	0.1%

Hangul

Value	Count	Frequency (%)
업	2992	11.3%
제	2455	9.3%
조	1883	7.1%
기	1079	4.1%
금	1059	4.0%
품	1005	3.8%
및	979	3.7%
리	715	2.7%
타	707	2.7%
속	618	2.3%
Other values (278)	12886	48.9%

None

Value	Count	Frequency (%)
·	12	100.0%

종별명
Categorical

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

5종	3177
4종	1842
3종	316
2종	187
<NA>	134

Length

Max length	4
Median length	2
Mean length	2.0469352
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
5종	3177	55.6%
4종	1842	32.3%
3종	316	5.5%
2종	187	3.3%
<NA>	134	2.3%
1종	54	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5종	3177	55.6%
4종	1842	32.3%
3종	316	5.5%
2종	187	3.3%
na	134	2.3%
1종	54	0.9%

주생산품명
Text

MISSING

Distinct	558
Distinct (%)	68.0%
Missing	4889
Missing (%)	85.6%
Memory size	44.7 KiB

Length

Max length	39
Median length	19
Mean length	6.2314251
Min length	1

Characters and Unicode

Total characters	5116
Distinct characters	387
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	448 ?
Unique (%)	54.6%

Sample

1st row	하수처리수
2nd row	180111-0003896
3rd row	자동차
4th row	탁주
5th row	자동차

Value	Count	Frequency (%)
도금된	49	4.7%
자동차부품	32	3.0%
자동차	28	2.7%
산업기계부품	23	2.2%
도금된자동차부품	15	1.4%
외	14	1.3%
금속제품	13	1.2%
기계부품	12	1.1%
및	11	1.0%
제품	9	0.9%
Other values (586)	844	80.4%

Most occurring characters

Value	Count	Frequency (%)
품	294	5.7%
	229	4.5%
부	213	4.2%
된	186	3.6%
금	183	3.6%
도	163	3.2%
자	151	3.0%
기	149	2.9%
차	142	2.8%
동	127	2.5%
Other values (377)	3279	64.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4412	86.2%
Space Separator	229	4.5%
Uppercase Letter	197	3.9%
Lowercase Letter	110	2.2%
Decimal Number	72	1.4%
Other Punctuation	58	1.1%
Open Punctuation	14	0.3%
Close Punctuation	14	0.3%
Dash Punctuation	10	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
품	294	6.7%
부	213	4.8%
된	186	4.2%
금	183	4.1%
도	163	3.7%
자	151	3.4%
기	149	3.4%
차	142	3.2%
동	127	2.9%
리	105	2.4%
Other values (315)	2699	61.2%

Uppercase Letter

Value	Count	Frequency (%)
E	28	14.2%
L	17	8.6%
P	16	8.1%
C	16	8.1%
A	13	6.6%
S	12	6.1%
T	12	6.1%
I	12	6.1%
R	12	6.1%
H	10	5.1%
Other values (12)	49	24.9%

Lowercase Letter

Value	Count	Frequency (%)
e	16	14.5%
t	12	10.9%
r	11	10.0%
a	10	9.1%
s	7	6.4%
h	5	4.5%
d	5	4.5%
o	5	4.5%
p	5	4.5%
b	5	4.5%
Other values (12)	29	26.4%

Decimal Number

Value	Count	Frequency (%)
1	18	25.0%
3	10	13.9%
0	10	13.9%
6	7	9.7%
2	6	8.3%
5	6	8.3%
4	5	6.9%
8	4	5.6%
9	4	5.6%
7	2	2.8%

Other Punctuation

Value	Count	Frequency (%)
,	54	93.1%
.	2	3.4%
/	1	1.7%
&	1	1.7%

Space Separator

Value	Count	Frequency (%)
	229	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	14	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	14	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4412	86.2%
Common	397	7.8%
Latin	307	6.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
품	294	6.7%
부	213	4.8%
된	186	4.2%
금	183	4.1%
도	163	3.7%
자	151	3.4%
기	149	3.4%
차	142	3.2%
동	127	2.9%
리	105	2.4%
Other values (315)	2699	61.2%

Latin

Value	Count	Frequency (%)
E	28	9.1%
L	17	5.5%
e	16	5.2%
P	16	5.2%
C	16	5.2%
A	13	4.2%
S	12	3.9%
T	12	3.9%
t	12	3.9%
I	12	3.9%
Other values (34)	153	49.8%

Common

Value	Count	Frequency (%)
	229	57.7%
,	54	13.6%
1	18	4.5%
(	14	3.5%
)	14	3.5%
-	10	2.5%
3	10	2.5%
0	10	2.5%
6	7	1.8%
2	6	1.5%
Other values (8)	25	6.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4412	86.2%
ASCII	704	13.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
품	294	6.7%
부	213	4.8%
된	186	4.2%
금	183	4.1%
도	163	3.7%
자	151	3.4%
기	149	3.4%
차	142	3.2%
동	127	2.9%
리	105	2.4%
Other values (315)	2699	61.2%

ASCII

Value	Count	Frequency (%)
	229	32.5%
,	54	7.7%
E	28	4.0%
1	18	2.6%
L	17	2.4%
e	16	2.3%
P	16	2.3%
C	16	2.3%
(	14	2.0%
)	14	2.0%
Other values (52)	282	40.1%

배출시설조업시간
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	170
Distinct (%)	3.5%
Missing	862
Missing (%)	15.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.8927682

Minimum	0
Maximum	365
Zeros	1062
Zeros (%)	18.6%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	8
Q3	8
95-th percentile	20
Maximum	365
Range	365
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	7.7861805
Coefficient of variation (CV)	1.1296159
Kurtosis	927.02346
Mean	6.8927682
Median Absolute Deviation (MAD)	1
Skewness	20.954841
Sum	33416.14
Variance	60.624606
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.0	2269	39.7%
0.0	1062	18.6%
24.0	196	3.4%
2.0	191	3.3%
4.0	142	2.5%
6.0	125	2.2%
10.0	115	2.0%
3.0	87	1.5%
5.0	66	1.2%
12.0	62	1.1%
Other values (160)	533	9.3%
(Missing)	862	15.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1062	18.6%
0.2	1	< 0.1%
0.4	1	< 0.1%
0.6	1	< 0.1%
0.66	1	< 0.1%
1.0	31	0.5%
1.1	2	< 0.1%
1.11	1	< 0.1%
1.27	2	< 0.1%
1.3	1	< 0.1%

Value	Count	Frequency (%)
365.0	1	< 0.1%
88.0	1	< 0.1%
81.0	1	< 0.1%
48.0	1	< 0.1%
41.0	1	< 0.1%
25.0	1	< 0.1%
24.0	196	3.4%
23.8	1	< 0.1%
23.64	1	< 0.1%
23.4	1	< 0.1%

배출시설연간가동일수
Real number (ℝ)

MISSING ZEROS

Distinct	166
Distinct (%)	3.7%
Missing	1282
Missing (%)	22.5%
Infinite	0
Infinite (%)	0.0%
Mean	221.98193

Minimum	0
Maximum	365
Zeros	1036
Zeros (%)	18.1%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	100
median	300
Q3	300
95-th percentile	300
Maximum	365
Range	365
Interquartile range (IQR)	200

Descriptive statistics

Standard deviation	129.16696
Coefficient of variation (CV)	0.5818805
Kurtosis	-0.76319032
Mean	221.98193
Median Absolute Deviation (MAD)	0
Skewness	-1.055222
Sum	982936
Variance	16684.103
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300	2648	46.4%
0	1036	18.1%
365	88	1.5%
240	81	1.4%
250	40	0.7%
260	24	0.4%
264	20	0.4%
312	19	0.3%
280	18	0.3%
200	15	0.3%
Other values (156)	439	7.7%
(Missing)	1282	22.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1036	18.1%
1	4	0.1%
2	2	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
8	5	0.1%
12	2	< 0.1%
15	1	< 0.1%
17	2	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
365	88	1.5%
364	1	< 0.1%
360	9	0.2%
358	3	0.1%
355	4	0.1%
351	1	< 0.1%
350	11	0.2%
347	2	< 0.1%
345	3	0.1%
343	1	< 0.1%

방지시설조업시간
Real number (ℝ)

MISSING ZEROS

Distinct	77
Distinct (%)	2.2%
Missing	2215
Missing (%)	38.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.3022775

Minimum	0
Maximum	310
Zeros	1116
Zeros (%)	19.5%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8
Q3	8
95-th percentile	20
Maximum	310
Range	310
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	13.449312
Coefficient of variation (CV)	2.1340399
Kurtosis	342.29819
Mean	6.3022775
Median Absolute Deviation (MAD)	4
Skewness	16.695292
Sum	22026.46
Variance	180.88399
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.0	1406	24.6%
0.0	1116	19.5%
2.0	175	3.1%
24.0	128	2.2%
4.0	107	1.9%
6.0	104	1.8%
3.0	72	1.3%
10.0	58	1.0%
5.0	46	0.8%
12.0	36	0.6%
Other values (67)	247	4.3%
(Missing)	2215	38.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1116	19.5%
0.2	1	< 0.1%
1.0	24	0.4%
1.11	1	< 0.1%
1.27	1	< 0.1%
1.3	1	< 0.1%
1.36	1	< 0.1%
1.65	1	< 0.1%
1.8	1	< 0.1%
2.0	175	3.1%

Value	Count	Frequency (%)
310.0	1	< 0.1%
300.0	3	0.1%
264.0	1	< 0.1%
240.0	1	< 0.1%
180.0	1	< 0.1%
133.0	1	< 0.1%
30.0	2	< 0.1%
25.0	2	< 0.1%
24.0	128	2.2%
23.0	3	0.1%

방지시설연간가동일수
Real number (ℝ)

MISSING ZEROS

Distinct	130
Distinct (%)	3.5%
Missing	1972
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	203.14366

Minimum	0
Maximum	365
Zeros	1118
Zeros (%)	19.6%
Negative	0
Negative (%)	0.0%
Memory size	50.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	300
Q3	300
95-th percentile	300
Maximum	365
Range	365
Interquartile range (IQR)	300

Descriptive statistics

Standard deviation	138.69228
Coefficient of variation (CV)	0.68273005
Kurtosis	-1.3884464
Mean	203.14366
Median Absolute Deviation (MAD)	0
Skewness	-0.71926876
Sum	759351
Variance	19235.549
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300	2048	35.9%
0	1118	19.6%
365	85	1.5%
240	82	1.4%
250	44	0.8%
260	22	0.4%
264	17	0.3%
312	17	0.3%
200	13	0.2%
280	11	0.2%
Other values (120)	281	4.9%
(Missing)	1972	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1118	19.6%
1	5	0.1%
3	1	< 0.1%
4	3	0.1%
5	1	< 0.1%
8	7	0.1%
9	2	< 0.1%
15	1	< 0.1%
17	1	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
365	85	1.5%
364	1	< 0.1%
360	10	0.2%
358	3	0.1%
357	1	< 0.1%
355	4	0.1%
350	9	0.2%
345	3	0.1%
341	3	0.1%
340	3	0.1%

Unnamed: 36
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5710
Missing (%)	100.0%
Memory size	50.3 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)	환경업무구분명	업종구분명	종별명	주생산품명	배출시설조업시간	배출시설연간가동일수	방지시설조업시간	방지시설연간가동일수	Unnamed: 36
0	1	대기오염물질배출시설설치사업장	09_30_08_P	3250000	325000021202000001	20200324	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	051-441-2340	<NA>	<NA>	부산광역시 중구 중앙동4가 75-1번지	부산광역시 중구 충장대로5번길 72 (중앙동4가)	48934	주식회사 케이티	20200324152922	I	2020-03-26 00:23:37.0	유선 및 위성 방송업	385811.634937	180996.883871	대기배출업소관리	유선 및 위성 방송업	5종	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	2	대기오염물질배출시설설치사업장	09_30_08_P	3250000	325000021201500005	20151030	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 중구 중앙대로42번길 5 (중앙동5가)	48943	남성홀딩스(주) 부산지점	20160129092019	I	2018-10-04 11:12:49.0	<NA>	385694.471946	179946.417621	대기배출업소관리	<NA>	5종	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3	대기오염물질배출시설설치사업장	09_30_08_P	3250000	325000021201500006	20151030	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	442-4521	<NA>	<NA>	<NA>	부산광역시 중구 중앙대로 70 (중앙동4가)	48941	동원산업(주)	20201118154852	U	2020-11-20 02:40:00.0	<NA>	385637.167035	180199.557791	대기배출업소관리	<NA>	5종	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	4	대기오염물질배출시설설치사업장	09_30_08_P	3250000	325000021201500011	20151211	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	462-8281	<NA>	<NA>	부산광역시 중구 중앙동4가 89-14번지 정석빌딩	부산광역시 중구 중앙대로 88, 정석빌딩 (중앙동4가)	48939	은산기업주식회사	20200108155021	U	2020-01-10 02:40:00.0	<NA>	385616.660201	180406.241288	대기배출업소관리	<NA>	5종	<NA>	8.0	<NA>	<NA>	<NA>	<NA>
4	5	대기오염물질배출시설설치사업장	09_30_08_P	3250000	325000021201500012	20151215	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	465-8801	<NA>	<NA>	부산광역시 중구 대청동4가 12-9 메리놀병원	부산광역시 중구 중구로 121, 메리놀병원 (대청동4가)	48972	(재)천주교부산교구메리놀병원	20201229134305	U	2020-12-31 02:40:00.0	종합 병원	385203.926916	180571.71365	대기배출업소관리	종합 병원	4종	<NA>	<NA>	<NA>	<NA>	270	<NA>
5	6	대기오염물질배출시설설치사업장	09_30_08_P	3250000	325000021201500017	20151228	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	260-5110	<NA>	<NA>	<NA>	부산광역시 중구 광복로39번길 6 (창선동1가)	48947	와이즈파크광복점(에이엠플러스자산개발(주))	20201214105411	U	2020-12-16 02:40:00.0	<NA>	384993.660073	179733.755299	대기배출업소관리	<NA>	4종	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	7	대기오염물질배출시설설치사업장	09_30_08_P	3250000	325000021201500020	20151230	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	469-0401	<NA>	<NA>	<NA>	부산광역시 중구 충장대로9번길 52 (중앙동4가, 마린센터빌딩)	48936	전국해상선원노동조합연맹부산	20201208150031	U	2020-12-10 02:40:00.0	<NA>	385825.756708	180869.292985	대기배출업소관리	<NA>	5종	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	8	대기오염물질배출시설설치사업장	09_30_08_P	3250000	325000021201500021	20151230	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	246-4390	<NA>	<NA>	<NA>	부산광역시 중구 광복로97번길 18 (동광동2가)	48955	(주)영신	20151231093111	I	2018-10-04 11:12:49.0	<NA>	385514.844565	179798.854866	대기배출업소관리	<NA>	5종	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	9	대기오염물질배출시설설치사업장	09_30_08_P	3250000	325000021201600001	20160518	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	051-661-3592	<NA>	<NA>	<NA>	부산광역시 중구 해관로 65 (중앙동4가)	600815	은산산업개발(주)	20160526172752	I	2018-10-04 11:12:49.0	<NA>	385502.49232	180297.579331	대기배출업소관리	<NA>	5종	<NA>	8.0	100	8.0	100	<NA>
9	10	대기오염물질배출시설설치사업장	09_30_08_P	3250000	325000021201600002	20160805	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 중구 보수동2가 106-5	부산광역시 중구 흑교로 49 (보수동2가)	48963	제일종합정비	20201229134225	U	2020-12-31 02:40:00.0	<NA>	384546.905266	180177.592542	대기배출업소관리	<NA>	5종	<NA>	5.0	300	<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)	환경업무구분명	업종구분명	종별명	주생산품명	배출시설조업시간	배출시설연간가동일수	방지시설조업시간	방지시설연간가동일수	Unnamed: 36
5700	5701	대기오염물질배출시설설치사업장	09_30_08_P	3330000	333000021199300038	20040629	<NA>	4	취소/말소/만료/정지/중지	4	폐쇄	20040629	<NA>	<NA>	<NA>	<NA>	<NA>	612060	부산광역시 해운대구 반여동 1085-3번지	<NA>	<NA>	대우자동차(주)부산정비사업소	20041026153002	I	2018-10-04 11:12:49.0	<NA>	392878.992506	191808.711737	대기배출업소관리	<NA>	<NA>	<NA>	0.0	0	0.0	0	<NA>
5701	5702	대기오염물질배출시설설치사업장	09_30_08_P	3330000	333000021199400008	19940225	<NA>	4	취소/말소/만료/정지/중지	4	폐쇄	<NA>	<NA>	<NA>	<NA>	0515427784	<NA>	<NA>	부산광역시 해운대구 반송동 77번지	부산광역시 해운대구 신반송로 200 (반송동)	<NA>	주공 반송동 영구임대아파트	20100422144029	I	2018-10-04 11:12:49.0	<NA>	396472.616415	194680.788218	대기배출업소관리	<NA>	3종	<NA>	0.0	0	0.0	0	<NA>
5702	5703	대기오염물질배출시설설치사업장	09_30_08_P	3330000	333000021199400034	19931227	<NA>	4	취소/말소/만료/정지/중지	4	폐쇄	<NA>	<NA>	<NA>	<NA>	05105258876	<NA>	<NA>	부산광역시 해운대구 반여동 1190-2번지	부산광역시 해운대구 명장로67번길 146 (반여동)	<NA>	(주)원동1급정비	20150302132059	I	2018-10-04 11:12:49.0	<NA>	392731.387687	191458.261955	대기배출업소관리	<NA>	5종	<NA>	8.0	0	0.0	0	<NA>
5703	5704	대기오염물질배출시설설치사업장	09_30_08_P	3330000	333000021199600018	<NA>	<NA>	4	취소/말소/만료/정지/중지	4	폐쇄	20040629	<NA>	<NA>	<NA>	05107403001	<NA>	612051	부산광역시 해운대구 재송동 856-1번지	<NA>	<NA>	(주)한진 부산지점	20050524085639	I	2018-10-04 11:12:49.0	<NA>	392944.10434	189500.428959	대기배출업소관리	<NA>	<NA>	<NA>	0.0	0	0.0	0	<NA>
5704	5705	대기오염물질배출시설설치사업장	09_30_08_P	3330000	333000021197200004	<NA>	<NA>	4	취소/말소/만료/정지/중지	4	폐쇄	20041201	<NA>	<NA>	<NA>	05105232211	<NA>	612061	부산광역시 해운대구 반여동 1406번지	<NA>	<NA>	(주)한국수출포장공업	20070920153854	I	2018-10-04 11:12:49.0	<NA>	<NA>	<NA>	대기배출업소관리	<NA>	<NA>	<NA>	0.0	0	0.0	0	<NA>
5705	5706	대기오염물질배출시설설치사업장	09_30_08_P	3330000	333000021199700005	20041112	<NA>	4	취소/말소/만료/정지/중지	4	폐쇄	20041112	<NA>	<NA>	<NA>	005105232111	<NA>	612061	부산광역시 해운대구 반여동 1430-1번지	<NA>	<NA>	(주)대우 부산공장	20041112100035	I	2018-10-04 11:12:49.0	기타 화학제품 제조업	<NA>	<NA>	대기배출업소관리	기타 화학제품 제조업	1종	<NA>	24.0	300	24.0	300	<NA>
5706	5707	대기오염물질배출시설설치사업장	09_30_08_P	3330000	333000021199800005	20041112	<NA>	4	취소/말소/만료/정지/중지	4	폐쇄	20041112	<NA>	<NA>	<NA>	005105232111	<NA>	612061	부산광역시 해운대구 반여동 1430-1번지	<NA>	<NA>	(주)대우 부산공장	20041112100116	I	2018-10-04 11:12:49.0	섬유제품 제조업 봉제의복 제외	<NA>	<NA>	대기배출업소관리	섬유제품 제조업 봉제의복 제외	1종	<NA>	24.0	312	8.0	312	<NA>
5707	5708	대기오염물질배출시설설치사업장	09_30_08_P	3330000	333000021200000005	20041112	<NA>	4	취소/말소/만료/정지/중지	4	폐쇄	20041112	<NA>	<NA>	<NA>	005105232111	<NA>	612060	부산광역시 해운대구 반여동 1430-1번지	<NA>	<NA>	(주)대우	20041112100157	I	2018-10-04 11:12:49.0	<NA>	<NA>	<NA>	대기배출업소관리	<NA>	2종	<NA>	0.0	0	0.0	0	<NA>
5708	5709	대기오염물질배출시설설치사업장	09_30_08_P	3330000	333000021200000056	20060313	<NA>	4	취소/말소/만료/정지/중지	4	폐쇄	20060313	<NA>	<NA>	<NA>	<NA>	<NA>	612061	부산광역시 해운대구 반여동 1502-1번지	<NA>	<NA>	해운대자원재활용센타	20060313171132	I	2018-10-04 11:12:49.0	공공관계 서비스업	394217.73849	193088.861199	대기배출업소관리	공공관계 서비스업	5종	<NA>	12.0	312	0.0	0	<NA>
5709	5710	대기오염물질배출시설설치사업장	09_30_08_P	3330000	333000021200400003	20060601	<NA>	4	취소/말소/만료/정지/중지	4	폐쇄	20060601	<NA>	<NA>	<NA>	<NA>	<NA>	612080	부산광역시 해운대구 반송동 696-1번지	부산광역시 해운대구 아랫반송로1번길 27-3 (반송동)	<NA>	1급현대반송자동차정비공업사	20060601115119	I	2018-10-04 11:12:49.0	자동차 종합 수리업	395392.269483	194055.51997	대기배출업소관리	자동차 종합 수리업	<NA>	<NA>	0.0	0	0.0	0	<NA>

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