gimi9 Pandas Profiling

Dataset statistics

Number of variables	37
Number of observations	5684
Missing cells	56435
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	2021-01-04
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 5684 (100.0%) missing values	Missing
`폐업일자` has 3461 (60.9%) missing values	Missing
`재개업일자` has 5684 (100.0%) missing values	Missing
`소재지전화` has 1202 (21.1%) missing values	Missing
`소재지면적` has 5684 (100.0%) missing values	Missing
`소재지우편번호` has 4716 (83.0%) missing values	Missing
`소재지전체주소` has 171 (3.0%) missing values	Missing
`도로명전체주소` has 1482 (26.1%) missing values	Missing
`도로명우편번호` has 2885 (50.8%) missing values	Missing
`업태구분명` has 3193 (56.2%) missing values	Missing
`좌표정보(x)` has 1343 (23.6%) missing values	Missing
`좌표정보(y)` has 1343 (23.6%) missing values	Missing
`업종구분명` has 2660 (46.8%) missing values	Missing
`주생산품명` has 4867 (85.6%) missing values	Missing
`배출시설조업시간` has 858 (15.1%) missing values	Missing
`배출시설연간가동일수` has 1276 (22.4%) missing values	Missing
`방지시설조업시간` has 2208 (38.8%) missing values	Missing
`방지시설연간가동일수` has 1968 (34.6%) missing values	Missing
`Unnamed: 36` has 5684 (100.0%) missing values	Missing
`인허가일자` is highly skewed (γ1 = -43.35944339)	Skewed
`배출시설조업시간` is highly skewed (γ1 = 21.08989653)	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 (18.7%) zeros	Zeros
`배출시설연간가동일수` has 1036 (18.2%) zeros	Zeros
`방지시설조업시간` has 1116 (19.6%) zeros	Zeros
`방지시설연간가동일수` has 1118 (19.7%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 05:02:12.801135
Analysis finished	2024-04-17 05:02:14.451065
Duration	1.65 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	5684
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2842.5

Minimum	1
Maximum	5684
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.1 KiB

Quantile statistics

Minimum	1
5-th percentile	285.15
Q1	1421.75
median	2842.5
Q3	4263.25
95-th percentile	5399.85
Maximum	5684
Range	5683
Interquartile range (IQR)	2841.5

Descriptive statistics

Standard deviation	1640.9738
Coefficient of variation (CV)	0.57729949
Kurtosis	-1.2
Mean	2842.5
Median Absolute Deviation (MAD)	1421
Skewness	0
Sum	16156770
Variance	2692795
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3821	1	< 0.1%
3797	1	< 0.1%
3796	1	< 0.1%
3795	1	< 0.1%
3794	1	< 0.1%
3793	1	< 0.1%
3792	1	< 0.1%
3791	1	< 0.1%
3790	1	< 0.1%
Other values (5674)	5674	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 (%)
5684	1	< 0.1%
5683	1	< 0.1%
5682	1	< 0.1%
5681	1	< 0.1%
5680	1	< 0.1%
5679	1	< 0.1%
5678	1	< 0.1%
5677	1	< 0.1%
5676	1	< 0.1%
5675	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.5 KiB

대기오염물질배출시설설치사업장	5684

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	5684	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대기오염물질배출시설설치사업장	5684	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.5 KiB

09_30_08_P	5684

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	5684	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
09_30_08_p	5684	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	17
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3979639.3

Minimum	3250000
Maximum	6260000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.1 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	1187052.6
Coefficient of variation (CV)	0.29828146
Kurtosis	-0.037632378
Mean	3979639.3
Median Absolute Deviation (MAD)	40000
Skewness	1.3992847
Sum	2.262027 × 10¹⁰
Variance	1.409094 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
3390000	1931	34.0%
6260000	1211	21.3%
3340000	827	14.5%
3360000	326	5.7%
3400000	320	5.6%
3350000	234	4.1%
3330000	180	3.2%
3280000	117	2.1%
3290000	91	1.6%
3370000	79	1.4%
Other values (7)	368	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	33	0.6%
3260000	42	0.7%
3270000	58	1.0%
3280000	117	2.1%
3290000	91	1.6%
3300000	60	1.1%
3310000	73	1.3%
3320000	52	0.9%
3330000	180	3.2%
3340000	827	14.5%

Value	Count	Frequency (%)
6260000	1211	21.3%
3400000	320	5.6%
3390000	1931	34.0%
3380000	50	0.9%
3370000	79	1.4%
3360000	326	5.7%
3350000	234	4.1%
3340000	827	14.5%
3330000	180	3.2%
3320000	52	0.9%

관리번호
Real number (ℝ)

UNIQUE

Distinct	5684
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9796395 × 10¹⁷

Minimum	3.2500002 × 10¹⁷
Maximum	6.26 × 10¹⁷
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.1 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	1.1870526 × 10¹⁷
Coefficient of variation (CV)	0.29828143
Kurtosis	-0.037632379
Mean	3.9796395 × 10¹⁷
Median Absolute Deviation (MAD)	4 × 10¹⁵
Skewness	1.3992847
Sum	-6.9224248 × 10¹⁸
Variance	1.4090938 × 10³⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
325000021202000001	1	< 0.1%
334000021197618004	1	< 0.1%
334000021200025418	1	< 0.1%
334000021200025415	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%
Other values (5674)	5674	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	3286
Distinct (%)	58.5%
Missing	66
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	20029323

Minimum	198706
Maximum	20201231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.1 KiB

Quantile statistics

Minimum	198706
5-th percentile	19910426
Q1	20000328
median	20040521
Q3	20090384
95-th percentile	20170836
Maximum	20201231
Range	20002525
Interquartile range (IQR)	90055.5

Descriptive statistics

Standard deviation	392687.27
Coefficient of variation (CV)	0.019605619
Kurtosis	2031.5749
Mean	20029323
Median Absolute Deviation (MAD)	40582
Skewness	-43.359443
Sum	1.1252474 × 10¹¹
Variance	1.5420329 × 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%
20081031	19	0.3%
20040701	19	0.3%
20080714	17	0.3%
20000323	16	0.3%
20080925	14	0.2%
Other values (3276)	5396	94.9%
(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 (%)
20201231	1	< 0.1%
20201230	1	< 0.1%
20201228	1	< 0.1%
20201224	1	< 0.1%
20201220	1	< 0.1%
20201218	1	< 0.1%
20201216	1	< 0.1%
20201215	1	< 0.1%
20201214	1	< 0.1%
20201211	2	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5684
Missing (%)	100.0%
Memory size	50.1 KiB

영업상태구분코드
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.5 KiB

1	3165
3	1842
4	676
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	3165	55.7%
3	1842	32.4%
4	676	11.9%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	3165	55.7%
3	1842	32.4%
4	676	11.9%
2	1	< 0.1%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.5 KiB

영업/정상	3165
폐업	1842
취소/말소/만료/정지/중지	676
휴업	1

Length

Max length	14
Median length	5
Mean length	5.0976425
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	3165	55.7%
폐업	1842	32.4%
취소/말소/만료/정지/중지	676	11.9%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	3165	55.7%
폐업	1842	32.4%
취소/말소/만료/정지/중지	676	11.9%
휴업	1	< 0.1%

상세영업상태코드
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.5 KiB

11	2011
2	1842
1	1155
4	676

Length

Max length	2
Median length	1
Mean length	1.3538001
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	2011	35.4%
2	1842	32.4%
1	1155	20.3%
4	676	11.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11	2011	35.4%
2	1842	32.4%
1	1155	20.3%
4	676	11.9%

상세영업상태명
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.5 KiB

영업	3165
폐업	1842
폐쇄	676
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	3165	55.7%
폐업	1842	32.4%
폐쇄	676	11.9%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	3165	55.7%
폐업	1842	32.4%
폐쇄	676	11.9%
휴업	1	< 0.1%

폐업일자
Real number (ℝ)

MISSING

Distinct	1364
Distinct (%)	61.4%
Missing	3461
Missing (%)	60.9%
Infinite	0
Infinite (%)	0.0%
Mean	20095456

Minimum	19910424
Maximum	20201231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.1 KiB

Quantile statistics

Minimum	19910424
5-th percentile	20020207
Q1	20050810
median	20091231
Q3	20140108
95-th percentile	20191118
Maximum	20201231
Range	290807
Interquartile range (IQR)	89297.5

Descriptive statistics

Standard deviation	53955.783
Coefficient of variation (CV)	0.0026849743
Kurtosis	-0.57601434
Mean	20095456
Median Absolute Deviation (MAD)	40423
Skewness	0.23672566
Sum	4.4672199 × 10¹⁰
Variance	2.9112265 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20091231	310	5.5%
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 (1354)	1823	32.1%
(Missing)	3461	60.9%

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 (%)
20201231	5	0.1%
20201223	1	< 0.1%
20201215	1	< 0.1%
20201208	1	< 0.1%
20201202	1	< 0.1%
20201130	1	< 0.1%
20201127	1	< 0.1%
20201124	1	< 0.1%
20201116	1	< 0.1%
20201113	1	< 0.1%

휴업시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.5 KiB

<NA>	5683
20200101	1

Length

Max length	8
Median length	4
Mean length	4.0007037
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>	5683	> 99.9%
20200101	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5683	> 99.9%
20200101	1	< 0.1%

휴업종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.5 KiB

<NA>	5683
20201231	1

Length

Max length	8
Median length	4
Mean length	4.0007037
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>	5683	> 99.9%
20201231	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5683	> 99.9%
20201231	1	< 0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5684
Missing (%)	100.0%
Memory size	50.1 KiB

소재지전화
Text

MISSING

Distinct	4038
Distinct (%)	90.1%
Missing	1202
Missing (%)	21.1%
Memory size	44.5 KiB

Length

Max length	14
Median length	13
Mean length	10.495984
Min length	3

Characters and Unicode

Total characters	47043
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	3640 ?
Unique (%)	81.2%

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	1258	20.4%
301	27	0.4%
051263	17	0.3%
263	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 (4139)	4761	77.3%

Most occurring characters

Value	Count	Frequency (%)
1	8225	17.5%
0	7695	16.4%
5	6783	14.4%
3	4712	10.0%
2	4462	9.5%
6	2771	5.9%
8	2501	5.3%
4	2383	5.1%
7	2349	5.0%
-	1875	4.0%
Other values (4)	3287	7.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	43472	92.4%
Dash Punctuation	1875	4.0%
Space Separator	1691	3.6%
Math Symbol	4	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	8225	18.9%
0	7695	17.7%
5	6783	15.6%
3	4712	10.8%
2	4462	10.3%
6	2771	6.4%
8	2501	5.8%
4	2383	5.5%
7	2349	5.4%
9	1591	3.7%

Dash Punctuation

Value	Count	Frequency (%)
-	1875	100.0%

Space Separator

Value	Count	Frequency (%)
	1691	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	47043	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	8225	17.5%
0	7695	16.4%
5	6783	14.4%
3	4712	10.0%
2	4462	9.5%
6	2771	5.9%
8	2501	5.3%
4	2383	5.1%
7	2349	5.0%
-	1875	4.0%
Other values (4)	3287	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47043	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	8225	17.5%
0	7695	16.4%
5	6783	14.4%
3	4712	10.0%
2	4462	9.5%
6	2771	5.9%
8	2501	5.3%
4	2383	5.1%
7	2349	5.0%
-	1875	4.0%
Other values (4)	3287	7.0%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5684
Missing (%)	100.0%
Memory size	50.1 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	225
Distinct (%)	23.2%
Missing	4716
Missing (%)	83.0%
Infinite	0
Infinite (%)	0.0%
Mean	612108.66

Minimum	600010
Maximum	619963
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.1 KiB

Quantile statistics

Minimum	600010
5-th percentile	602030
Q1	604845.75
median	613111
Q3	617814
95-th percentile	617844
Maximum	619963
Range	19953
Interquartile range (IQR)	12968.25

Descriptive statistics

Standard deviation	6101.8941
Coefficient of variation (CV)	0.0099686453
Kurtosis	-1.3757709
Mean	612108.66
Median Absolute Deviation (MAD)	4712
Skewness	-0.43589289
Sum	5.9252118 × 10⁸
Variance	37233112
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)	648	11.4%
(Missing)	4716	83.0%

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	4459
Distinct (%)	80.9%
Missing	171
Missing (%)	3.0%
Memory size	44.5 KiB

Length

Max length	47
Median length	44
Mean length	21.479594
Min length	12

Characters and Unicode

Total characters	118417
Distinct characters	277
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	3725 ?
Unique (%)	67.6%

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	5511	24.2%
사상구	2351	10.3%
사하구	1123	4.9%
강서구	766	3.4%
송정동	746	3.3%
학장동	732	3.2%
감전동	614	2.7%
장림동	509	2.2%
삼락동	402	1.8%
기장군	301	1.3%
Other values (4389)	9686	42.6%

Most occurring characters

Value	Count	Frequency (%)
	18613	15.7%
산	5837	4.9%
부	5690	4.8%
광	5544	4.7%
시	5528	4.7%
역	5516	4.7%
동	5428	4.6%
구	5331	4.5%
1	5327	4.5%
-	4813	4.1%
Other values (267)	50790	42.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	70571	59.6%
Decimal Number	24308	20.5%
Space Separator	18613	15.7%
Dash Punctuation	4813	4.1%
Other Punctuation	53	< 0.1%
Open Punctuation	21	< 0.1%
Close Punctuation	21	< 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	5837	8.3%
부	5690	8.1%
광	5544	7.9%
시	5528	7.8%
역	5516	7.8%
동	5428	7.7%
구	5331	7.6%
지	3992	5.7%
번	3914	5.5%
사	3617	5.1%
Other values (242)	20174	28.6%

Decimal Number

Value	Count	Frequency (%)
1	5327	21.9%
2	2830	11.6%
5	2564	10.5%
3	2314	9.5%
7	2111	8.7%
6	1964	8.1%
0	1931	7.9%
4	1913	7.9%
8	1771	7.3%
9	1583	6.5%

Uppercase Letter

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

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	18613	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4813	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	21	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	21	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	70571	59.6%
Common	47830	40.4%
Latin	16	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5837	8.3%
부	5690	8.1%
광	5544	7.9%
시	5528	7.8%
역	5516	7.8%
동	5428	7.7%
구	5331	7.6%
지	3992	5.7%
번	3914	5.5%
사	3617	5.1%
Other values (242)	20174	28.6%

Common

Value	Count	Frequency (%)
	18613	38.9%
1	5327	11.1%
-	4813	10.1%
2	2830	5.9%
5	2564	5.4%
3	2314	4.8%
7	2111	4.4%
6	1964	4.1%
0	1931	4.0%
4	1913	4.0%
Other values (7)	3450	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%
E	1	6.2%
K	1	6.2%
S	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	70571	59.6%
ASCII	47846	40.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	18613	38.9%
1	5327	11.1%
-	4813	10.1%
2	2830	5.9%
5	2564	5.4%
3	2314	4.8%
7	2111	4.4%
6	1964	4.1%
0	1931	4.0%
4	1913	4.0%
Other values (15)	3466	7.2%

Hangul

Value	Count	Frequency (%)
산	5837	8.3%
부	5690	8.1%
광	5544	7.9%
시	5528	7.8%
역	5516	7.8%
동	5428	7.7%
구	5331	7.6%
지	3992	5.7%
번	3914	5.5%
사	3617	5.1%
Other values (242)	20174	28.6%

도로명전체주소
Text

MISSING

Distinct	3344
Distinct (%)	79.6%
Missing	1482
Missing (%)	26.1%
Memory size	44.5 KiB

Length

Max length	55
Median length	50
Mean length	26.761066
Min length	19

Characters and Unicode

Total characters	112450
Distinct characters	380
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	2759 ?
Unique (%)	65.7%

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	4200	19.7%
사상구	1909	8.9%
사하구	777	3.6%
감전동	471	2.2%
학장동	455	2.1%
삼락동	402	1.9%
강서구	381	1.8%
장림동	369	1.7%
송정동	357	1.7%
기장군	277	1.3%
Other values (2087)	11742	55.0%

Most occurring characters

Value	Count	Frequency (%)
	17608	15.7%
산	5502	4.9%
동	4847	4.3%
부	4361	3.9%
시	4286	3.8%
광	4272	3.8%
역	4203	3.7%
로	4103	3.6%
구	4052	3.6%
(	3994	3.6%
Other values (370)	55222	49.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	68217	60.7%
Decimal Number	17735	15.8%
Space Separator	17608	15.7%
Open Punctuation	3994	3.6%
Close Punctuation	3994	3.6%
Dash Punctuation	561	0.5%
Other Punctuation	294	0.3%
Uppercase Letter	45	< 0.1%
Lowercase Letter	1	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	5502	8.1%
동	4847	7.1%
부	4361	6.4%
시	4286	6.3%
광	4272	6.3%
역	4203	6.2%
로	4103	6.0%
구	4052	5.9%
사	3189	4.7%
길	2358	3.5%
Other values (340)	27044	39.6%

Uppercase Letter

Value	Count	Frequency (%)
B	6	13.3%
A	6	13.3%
C	6	13.3%
S	6	13.3%
K	5	11.1%
E	3	6.7%
Y	3	6.7%
H	3	6.7%
M	2	4.4%
P	2	4.4%
Other values (2)	3	6.7%

Decimal Number

Value	Count	Frequency (%)
1	3407	19.2%
2	2514	14.2%
3	2196	12.4%
4	1689	9.5%
6	1552	8.8%
5	1533	8.6%
7	1406	7.9%
0	1215	6.9%
9	1161	6.5%
8	1062	6.0%

Other Punctuation

Value	Count	Frequency (%)
,	293	99.7%
.	1	0.3%

Space Separator

Value	Count	Frequency (%)
	17608	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3994	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3994	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	561	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	68217	60.7%
Common	44187	39.3%
Latin	46	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5502	8.1%
동	4847	7.1%
부	4361	6.4%
시	4286	6.3%
광	4272	6.3%
역	4203	6.2%
로	4103	6.0%
구	4052	5.9%
사	3189	4.7%
길	2358	3.5%
Other values (340)	27044	39.6%

Common

Value	Count	Frequency (%)
	17608	39.8%
(	3994	9.0%
)	3994	9.0%
1	3407	7.7%
2	2514	5.7%
3	2196	5.0%
4	1689	3.8%
6	1552	3.5%
5	1533	3.5%
7	1406	3.2%
Other values (7)	4294	9.7%

Latin

Value	Count	Frequency (%)
B	6	13.0%
A	6	13.0%
C	6	13.0%
S	6	13.0%
K	5	10.9%
E	3	6.5%
Y	3	6.5%
H	3	6.5%
M	2	4.3%
P	2	4.3%
Other values (3)	4	8.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	68217	60.7%
ASCII	44233	39.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17608	39.8%
(	3994	9.0%
)	3994	9.0%
1	3407	7.7%
2	2514	5.7%
3	2196	5.0%
4	1689	3.8%
6	1552	3.5%
5	1533	3.5%
7	1406	3.2%
Other values (20)	4340	9.8%

Hangul

Value	Count	Frequency (%)
산	5502	8.1%
동	4847	7.1%
부	4361	6.4%
시	4286	6.3%
광	4272	6.3%
역	4203	6.2%
로	4103	6.0%
구	4052	5.9%
사	3189	4.7%
길	2358	3.5%
Other values (340)	27044	39.6%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	485
Distinct (%)	17.3%
Missing	2885
Missing (%)	50.8%
Infinite	0
Infinite (%)	0.0%
Mean	474668.07

Minimum	6151
Maximum	621270
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.1 KiB

Quantile statistics

Minimum	6151
5-th percentile	46752
Q1	324771.5
median	617805
Q3	617826
95-th percentile	618270
Maximum	621270
Range	615119
Interquartile range (IQR)	293054.5

Descriptive statistics

Standard deviation	246618.75
Coefficient of variation (CV)	0.51956044
Kurtosis	-0.66705413
Mean	474668.07
Median Absolute Deviation (MAD)	38
Skewness	-1.1544536
Sum	1.3285959 × 10⁹
Variance	6.0820809 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
617825	191	3.4%
617814	191	3.4%
617843	174	3.1%
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 (475)	1443	25.4%
(Missing)	2885	50.8%

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	6	0.1%
46028	9	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%
619906	2	< 0.1%
619873	1	< 0.1%

사업장명
Text

Distinct	4443
Distinct (%)	78.2%
Missing	0
Missing (%)	0.0%
Memory size	44.5 KiB

Length

Max length	29
Median length	27
Mean length	6.9628783
Min length	1

Characters and Unicode

Total characters	39577
Distinct characters	610
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	3511 ?
Unique (%)	61.8%

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	36	0.6%
제2공장	19	0.3%
부산공장	15	0.2%
부산지점	9	0.1%
대영산업	9	0.1%
부산광역시	9	0.1%
2공장	9	0.1%
영진금속	9	0.1%
대진금속	9	0.1%
대신금속	9	0.1%
Other values (4576)	5985	97.8%

Most occurring characters

Value	Count	Frequency (%)
주	2644	6.7%
)	2558	6.5%
(	2546	6.4%
업	1455	3.7%
산	1179	3.0%
공	1030	2.6%
사	983	2.5%
동	823	2.1%
금	764	1.9%
대	672	1.7%
Other values (600)	24923	63.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	33185	83.8%
Close Punctuation	2559	6.5%
Open Punctuation	2547	6.4%
Uppercase Letter	446	1.1%
Space Separator	434	1.1%
Decimal Number	245	0.6%
Other Punctuation	77	0.2%
Lowercase Letter	39	0.1%
Other Symbol	38	0.1%
Dash Punctuation	7	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	2644	8.0%
업	1455	4.4%
산	1179	3.6%
공	1030	3.1%
사	983	3.0%
동	823	2.5%
금	764	2.3%
대	672	2.0%
성	637	1.9%
정	606	1.8%
Other values (533)	22392	67.5%

Uppercase Letter

Value	Count	Frequency (%)
S	59	13.2%
C	53	11.9%
T	47	10.5%
M	30	6.7%
E	25	5.6%
P	24	5.4%
O	19	4.3%
G	19	4.3%
N	18	4.0%
R	18	4.0%
Other values (13)	134	30.0%

Lowercase Letter

Value	Count	Frequency (%)
o	5	12.8%
r	4	10.3%
s	3	7.7%
e	3	7.7%
c	3	7.7%
i	2	5.1%
t	2	5.1%
y	2	5.1%
m	2	5.1%
l	2	5.1%
Other values (8)	11	28.2%

Decimal Number

Value	Count	Frequency (%)
2	97	39.6%
1	72	29.4%
3	34	13.9%
0	14	5.7%
4	8	3.3%
6	7	2.9%
5	5	2.0%
7	4	1.6%
9	3	1.2%
8	1	0.4%

Other Punctuation

Value	Count	Frequency (%)
.	43	55.8%
&	18	23.4%
,	8	10.4%
/	2	2.6%
;	2	2.6%
#	1	1.3%
·	1	1.3%
＆	1	1.3%
'	1	1.3%

Close Punctuation

Value	Count	Frequency (%)
)	2558	> 99.9%
]	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	2546	> 99.9%
[	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	434	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	33222	83.9%
Common	5869	14.8%
Latin	485	1.2%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	2644	8.0%
업	1455	4.4%
산	1179	3.5%
공	1030	3.1%
사	983	3.0%
동	823	2.5%
금	764	2.3%
대	672	2.0%
성	637	1.9%
정	606	1.8%
Other values (533)	22429	67.5%

Latin

Value	Count	Frequency (%)
S	59	12.2%
C	53	10.9%
T	47	9.7%
M	30	6.2%
E	25	5.2%
P	24	4.9%
O	19	3.9%
G	19	3.9%
N	18	3.7%
R	18	3.7%
Other values (31)	173	35.7%

Common

Value	Count	Frequency (%)
)	2558	43.6%
(	2546	43.4%
	434	7.4%
2	97	1.7%
1	72	1.2%
.	43	0.7%
3	34	0.6%
&	18	0.3%
0	14	0.2%
4	8	0.1%
Other values (15)	45	0.8%

Han

Value	Count	Frequency (%)
木	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	33178	83.8%
ASCII	6352	16.0%
None	40	0.1%
Compat Jamo	6	< 0.1%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	2644	8.0%
업	1455	4.4%
산	1179	3.6%
공	1030	3.1%
사	983	3.0%
동	823	2.5%
금	764	2.3%
대	672	2.0%
성	637	1.9%
정	606	1.8%
Other values (527)	22385	67.5%

ASCII

Value	Count	Frequency (%)
)	2558	40.3%
(	2546	40.1%
	434	6.8%
2	97	1.5%
1	72	1.1%
S	59	0.9%
C	53	0.8%
T	47	0.7%
.	43	0.7%
3	34	0.5%
Other values (54)	409	6.4%

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%
ㅏ	1	16.7%
ㅇ	1	16.7%
ㅌ	1	16.7%

CJK

Value	Count	Frequency (%)
木	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	5683
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0132477 × 10¹³

Minimum	2.0000818 × 10¹³
Maximum	2.0201231 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.1 KiB

Quantile statistics

Minimum	2.0000818 × 10¹³
5-th percentile	2.0041112 × 10¹³
Q1	2.0070206 × 10¹³
median	2.0150819 × 10¹³
Q3	2.0190724 × 10¹³
95-th percentile	2.0201029 × 10¹³
Maximum	2.0201231 × 10¹³
Range	2.0041305 × 10¹¹
Interquartile range (IQR)	1.2051825 × 10¹¹

Descriptive statistics

Standard deviation	6.0108652 × 10¹⁰
Coefficient of variation (CV)	0.0029856561
Kurtosis	-1.4342112
Mean	2.0132477 × 10¹³
Median Absolute Deviation (MAD)	4.0282041 × 10¹⁰
Skewness	-0.37476577
Sum	1.14433 × 10¹⁷
Variance	3.6130501 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20051126144103	2	< 0.1%
20200324152922	1	< 0.1%
20030602155812	1	< 0.1%
20020828125327	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%
Other values (5673)	5673	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 (%)
20201231175738	1	< 0.1%
20201231175735	1	< 0.1%
20201231175634	1	< 0.1%
20201231165132	1	< 0.1%
20201231115739	1	< 0.1%
20201231104636	1	< 0.1%
20201231103518	1	< 0.1%
20201231103421	1	< 0.1%
20201231103118	1	< 0.1%
20201231095505	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.5 KiB

I	3747
U	1937

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	3747	65.9%
U	1937	34.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3747	65.9%
u	1937	34.1%

데이터갱신일자
Date

Distinct	581
Distinct (%)	10.2%
Missing	0
Missing (%)	0.0%
Memory size	44.5 KiB

Minimum	2018-09-04 23:59:59
Maximum	2021-01-02 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Text

MISSING

Distinct	446
Distinct (%)	17.9%
Missing	3193
Missing (%)	56.2%
Memory size	44.5 KiB

Length

Max length	32
Median length	24
Mean length	10.855078
Min length	2

Characters and Unicode

Total characters	27040
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	199 ?
Unique (%)	8.0%

Sample

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

Value	Count	Frequency (%)
제조업	1096	14.3%
및	811	10.6%
기타	549	7.2%
자동차	319	4.2%
도금업	289	3.8%
수리업	209	2.7%
조립금속제품	197	2.6%
종합	132	1.7%
그외	106	1.4%
기계	97	1.3%
Other values (579)	3855	50.3%

Most occurring characters

Value	Count	Frequency (%)
	5170	19.1%
업	2424	9.0%
제	1922	7.1%
조	1482	5.5%
기	889	3.3%
및	832	3.1%
금	799	3.0%
품	776	2.9%
리	638	2.4%
타	573	2.1%
Other values (282)	11535	42.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	21701	80.3%
Space Separator	5170	19.1%
Other Punctuation	154	0.6%
Decimal Number	15	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	2424	11.2%
제	1922	8.9%
조	1482	6.8%
기	889	4.1%
및	832	3.8%
금	799	3.7%
품	776	3.6%
리	638	2.9%
타	573	2.6%
속	467	2.2%
Other values (277)	10899	50.2%

Other Punctuation

Value	Count	Frequency (%)
,	139	90.3%
·	10	6.5%
;	5	3.2%

Space Separator

Value	Count	Frequency (%)
	5170	100.0%

Decimal Number

Value	Count	Frequency (%)
1	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	21701	80.3%
Common	5339	19.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	2424	11.2%
제	1922	8.9%
조	1482	6.8%
기	889	4.1%
및	832	3.8%
금	799	3.7%
품	776	3.6%
리	638	2.9%
타	573	2.6%
속	467	2.2%
Other values (277)	10899	50.2%

Common

Value	Count	Frequency (%)
	5170	96.8%
,	139	2.6%
1	15	0.3%
·	10	0.2%
;	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	21701	80.3%
ASCII	5329	19.7%
None	10	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5170	97.0%
,	139	2.6%
1	15	0.3%
;	5	0.1%

Hangul

Value	Count	Frequency (%)
업	2424	11.2%
제	1922	8.9%
조	1482	6.8%
기	889	4.1%
및	832	3.8%
금	799	3.7%
품	776	3.6%
리	638	2.9%
타	573	2.6%
속	467	2.2%
Other values (277)	10899	50.2%

None

Value	Count	Frequency (%)
·	10	100.0%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	3263
Distinct (%)	75.2%
Missing	1343
Missing (%)	23.6%
Infinite	0
Infinite (%)	0.0%
Mean	382612.38

Minimum	203846.91
Maximum	409312.53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.1 KiB

Quantile statistics

Minimum	203846.91
5-th percentile	368445.88
Q1	379724.36
median	380567.92
Q3	385730.96
95-th percentile	399155.41
Maximum	409312.53
Range	205465.62
Interquartile range (IQR)	6006.593

Descriptive statistics

Standard deviation	8181.5391
Coefficient of variation (CV)	0.021383363
Kurtosis	52.732301
Mean	382612.38
Median Absolute Deviation (MAD)	1294.484
Skewness	-1.8099143
Sum	1.6609203 × 10⁹
Variance	66937583
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	8	0.1%
380034.200316414	7	0.1%
380591.628634156	7	0.1%
380235.651842785	7	0.1%
393613.739814618	7	0.1%
380604.591562269	6	0.1%
380703.51173765	6	0.1%
Other values (3253)	4259	74.9%
(Missing)	1343	23.6%

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	3262
Distinct (%)	75.1%
Missing	1343
Missing (%)	23.6%
Infinite	0
Infinite (%)	0.0%
Mean	185613.01

Minimum	173992.31
Maximum	444606.04
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.1 KiB

Quantile statistics

Minimum	173992.31
5-th percentile	176513.33
Q1	178769.02
median	185156.64
Q3	188960.51
95-th percentile	203881.36
Maximum	444606.04
Range	270613.73
Interquartile range (IQR)	10191.487

Descriptive statistics

Standard deviation	8152.9702
Coefficient of variation (CV)	0.043924561
Kurtosis	234.43403
Mean	185613.01
Median Absolute Deviation (MAD)	4231.417
Skewness	8.0209046
Sum	8.0574609 × 10⁸
Variance	66470922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
183893.96974413	15	0.3%
183709.666376222	10	0.2%
176748.47472086	9	0.2%
177890.747827327	8	0.1%
192493.751896833	7	0.1%
189366.88271546	7	0.1%
185009.709198951	7	0.1%
184629.104887058	7	0.1%
188472.71791768	6	0.1%
176721.757424129	6	0.1%
Other values (3252)	4259	74.9%
(Missing)	1343	23.6%

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	1	< 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	44.5 KiB

대기배출업소관리	5684

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	5684	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대기배출업소관리	5684	100.0%

업종구분명
Text

MISSING

Distinct	478
Distinct (%)	15.8%
Missing	2660
Missing (%)	46.8%
Memory size	44.5 KiB

Length

Max length	32
Median length	24
Mean length	10.737434
Min length	2

Characters and Unicode

Total characters	32470
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	202 ?
Unique (%)	6.7%

Sample

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

Value	Count	Frequency (%)
제조업	1346	14.7%
및	950	10.4%
기타	683	7.5%
도금업	392	4.3%
자동차	334	3.7%
조립금속제품	230	2.5%
수리업	220	2.4%
종합	136	1.5%
가공업	128	1.4%
그외	116	1.3%
Other values (607)	4609	50.4%

Most occurring characters

Value	Count	Frequency (%)
	6121	18.9%
업	2965	9.1%
제	2438	7.5%
조	1869	5.8%
기	1077	3.3%
금	1055	3.2%
품	999	3.1%
및	971	3.0%
리	711	2.2%
타	707	2.2%
Other values (283)	13557	41.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	26157	80.6%
Space Separator	6121	18.9%
Other Punctuation	172	0.5%
Decimal Number	20	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	2965	11.3%
제	2438	9.3%
조	1869	7.1%
기	1077	4.1%
금	1055	4.0%
품	999	3.8%
및	971	3.7%
리	711	2.7%
타	707	2.7%
속	615	2.4%
Other values (278)	12750	48.7%

Other Punctuation

Value	Count	Frequency (%)
,	155	90.1%
·	12	7.0%
;	5	2.9%

Space Separator

Value	Count	Frequency (%)
	6121	100.0%

Decimal Number

Value	Count	Frequency (%)
1	20	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	26157	80.6%
Common	6313	19.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	2965	11.3%
제	2438	9.3%
조	1869	7.1%
기	1077	4.1%
금	1055	4.0%
품	999	3.8%
및	971	3.7%
리	711	2.7%
타	707	2.7%
속	615	2.4%
Other values (278)	12750	48.7%

Common

Value	Count	Frequency (%)
	6121	97.0%
,	155	2.5%
1	20	0.3%
·	12	0.2%
;	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	26157	80.6%
ASCII	6301	19.4%
None	12	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6121	97.1%
,	155	2.5%
1	20	0.3%
;	5	0.1%

Hangul

Value	Count	Frequency (%)
업	2965	11.3%
제	2438	9.3%
조	1869	7.1%
기	1077	4.1%
금	1055	4.0%
품	999	3.8%
및	971	3.7%
리	711	2.7%
타	707	2.7%
속	615	2.4%
Other values (278)	12750	48.7%

None

Value	Count	Frequency (%)
·	12	100.0%

종별명
Categorical

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.5 KiB

5종	3162
4종	1832
3종	317
2종	187
<NA>	132

Length

Max length	4
Median length	2
Mean length	2.0464462
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	3162	55.6%
4종	1832	32.2%
3종	317	5.6%
2종	187	3.3%
<NA>	132	2.3%
1종	54	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5종	3162	55.6%
4종	1832	32.2%
3종	317	5.6%
2종	187	3.3%
na	132	2.3%
1종	54	1.0%

주생산품명
Text

MISSING

Distinct	555
Distinct (%)	67.9%
Missing	4867
Missing (%)	85.6%
Memory size	44.5 KiB

Length

Max length	32
Median length	18
Mean length	6.1921665
Min length	1

Characters and Unicode

Total characters	5059
Distinct characters	384
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	445 ?
Unique (%)	54.5%

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	3.1%
자동차	27	2.6%
산업기계부품	23	2.2%
도금된자동차부품	15	1.4%
금속제품	13	1.3%
외	12	1.2%
기계부품	12	1.2%
및	11	1.1%
도금	9	0.9%
Other values (580)	835	80.4%

Most occurring characters

Value	Count	Frequency (%)
품	294	5.8%
	221	4.4%
부	213	4.2%
된	185	3.7%
금	182	3.6%
도	163	3.2%
자	149	2.9%
기	149	2.9%
차	140	2.8%
동	125	2.5%
Other values (374)	3238	64.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4380	86.6%
Space Separator	221	4.4%
Uppercase Letter	197	3.9%
Lowercase Letter	93	1.8%
Decimal Number	76	1.5%
Other Punctuation	55	1.1%
Close Punctuation	14	0.3%
Open Punctuation	14	0.3%
Dash Punctuation	9	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
품	294	6.7%
부	213	4.9%
된	185	4.2%
금	182	4.2%
도	163	3.7%
자	149	3.4%
기	149	3.4%
차	140	3.2%
동	125	2.9%
리	103	2.4%
Other values (312)	2677	61.1%

Uppercase Letter

Value	Count	Frequency (%)
E	29	14.7%
L	19	9.6%
P	17	8.6%
C	14	7.1%
T	13	6.6%
I	12	6.1%
A	12	6.1%
S	12	6.1%
R	11	5.6%
H	10	5.1%
Other values (12)	48	24.4%

Lowercase Letter

Value	Count	Frequency (%)
e	15	16.1%
t	11	11.8%
r	8	8.6%
a	8	8.6%
s	6	6.5%
h	5	5.4%
b	5	5.4%
p	5	5.4%
y	4	4.3%
l	3	3.2%
Other values (12)	23	24.7%

Decimal Number

Value	Count	Frequency (%)
1	18	23.7%
0	12	15.8%
3	10	13.2%
6	7	9.2%
2	7	9.2%
5	6	7.9%
8	5	6.6%
4	5	6.6%
9	4	5.3%
7	2	2.6%

Other Punctuation

Value	Count	Frequency (%)
,	51	92.7%
.	2	3.6%
/	1	1.8%
&	1	1.8%

Space Separator

Value	Count	Frequency (%)
	221	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	14	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	14	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4380	86.6%
Common	389	7.7%
Latin	290	5.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
품	294	6.7%
부	213	4.9%
된	185	4.2%
금	182	4.2%
도	163	3.7%
자	149	3.4%
기	149	3.4%
차	140	3.2%
동	125	2.9%
리	103	2.4%
Other values (312)	2677	61.1%

Latin

Value	Count	Frequency (%)
E	29	10.0%
L	19	6.6%
P	17	5.9%
e	15	5.2%
C	14	4.8%
T	13	4.5%
I	12	4.1%
A	12	4.1%
S	12	4.1%
R	11	3.8%
Other values (34)	136	46.9%

Common

Value	Count	Frequency (%)
	221	56.8%
,	51	13.1%
1	18	4.6%
)	14	3.6%
(	14	3.6%
0	12	3.1%
3	10	2.6%
-	9	2.3%
6	7	1.8%
2	7	1.8%
Other values (8)	26	6.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4380	86.6%
ASCII	679	13.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
품	294	6.7%
부	213	4.9%
된	185	4.2%
금	182	4.2%
도	163	3.7%
자	149	3.4%
기	149	3.4%
차	140	3.2%
동	125	2.9%
리	103	2.4%
Other values (312)	2677	61.1%

ASCII

Value	Count	Frequency (%)
	221	32.5%
,	51	7.5%
E	29	4.3%
L	19	2.8%
1	18	2.7%
P	17	2.5%
e	15	2.2%
)	14	2.1%
C	14	2.1%
(	14	2.1%
Other values (52)	267	39.3%

배출시설조업시간
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	170
Distinct (%)	3.5%
Missing	858
Missing (%)	15.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.8653419

Minimum	0
Maximum	365
Zeros	1062
Zeros (%)	18.7%
Negative	0
Negative (%)	0.0%
Memory size	50.1 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	7.7810945
Coefficient of variation (CV)	1.1333878
Kurtosis	933.98573
Mean	6.8653419
Median Absolute Deviation (MAD)	1
Skewness	21.089897
Sum	33132.14
Variance	60.545431
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.0	2258	39.7%
0.0	1062	18.7%
2.0	193	3.4%
24.0	191	3.4%
4.0	141	2.5%
6.0	123	2.2%
10.0	114	2.0%
3.0	87	1.5%
5.0	66	1.2%
12.0	61	1.1%
Other values (160)	530	9.3%
(Missing)	858	15.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1062	18.7%
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	191	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 (%)	3.8%
Missing	1276
Missing (%)	22.4%
Infinite	0
Infinite (%)	0.0%
Mean	221.63022

Minimum	0
Maximum	365
Zeros	1036
Zeros (%)	18.2%
Negative	0
Negative (%)	0.0%
Memory size	50.1 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	129.29883
Coefficient of variation (CV)	0.58339893
Kurtosis	-0.77581198
Mean	221.63022
Median Absolute Deviation (MAD)	0
Skewness	-1.050608
Sum	976946
Variance	16718.188
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300	2638	46.4%
0	1036	18.2%
365	83	1.5%
240	80	1.4%
250	39	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)	436	7.7%
(Missing)	1276	22.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1036	18.2%
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	83	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	2208
Missing (%)	38.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.2691197

Minimum	0
Maximum	310
Zeros	1116
Zeros (%)	19.6%
Negative	0
Negative (%)	0.0%
Memory size	50.1 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	13.4728
Coefficient of variation (CV)	2.1490736
Kurtosis	341.93671
Mean	6.2691197
Median Absolute Deviation (MAD)	4
Skewness	16.704191
Sum	21791.46
Variance	181.51633
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.0	1396	24.6%
0.0	1116	19.6%
2.0	177	3.1%
24.0	126	2.2%
4.0	106	1.9%
6.0	103	1.8%
3.0	72	1.3%
10.0	57	1.0%
5.0	46	0.8%
12.0	35	0.6%
Other values (67)	242	4.3%
(Missing)	2208	38.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1116	19.6%
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	177	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	126	2.2%
23.0	3	0.1%

방지시설연간가동일수
Real number (ℝ)

MISSING ZEROS

Distinct	129
Distinct (%)	3.5%
Missing	1968
Missing (%)	34.6%
Infinite	0
Infinite (%)	0.0%
Mean	202.6176

Minimum	0
Maximum	365
Zeros	1118
Zeros (%)	19.7%
Negative	0
Negative (%)	0.0%
Memory size	50.1 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	138.84745
Coefficient of variation (CV)	0.68526847
Kurtosis	-1.4003776
Mean	202.6176
Median Absolute Deviation (MAD)	0
Skewness	-0.71292998
Sum	752927
Variance	19278.615
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300	2037	35.8%
0	1118	19.7%
240	81	1.4%
365	80	1.4%
250	43	0.8%
260	22	0.4%
264	17	0.3%
312	17	0.3%
200	13	0.2%
280	11	0.2%
Other values (119)	277	4.9%
(Missing)	1968	34.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1118	19.7%
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	80	1.4%
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	5684
Missing (%)	100.0%
Memory size	50.1 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
5674	5675	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>
5675	5676	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>
5676	5677	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>
5677	5678	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>
5678	5679	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>
5679	5680	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>
5680	5681	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>
5681	5682	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>
5682	5683	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>
5683	5684	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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