gimi9 Pandas Profiling

Dataset statistics

Number of variables	37
Number of observations	5701
Missing cells	56568
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	2021-03-01
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 5701 (100.0%) missing values	Missing
`폐업일자` has 3471 (60.9%) missing values	Missing
`재개업일자` has 5701 (100.0%) missing values	Missing
`소재지전화` has 1207 (21.2%) missing values	Missing
`소재지면적` has 5701 (100.0%) missing values	Missing
`소재지우편번호` has 4735 (83.1%) missing values	Missing
`소재지전체주소` has 171 (3.0%) missing values	Missing
`도로명전체주소` has 1482 (26.0%) missing values	Missing
`도로명우편번호` has 2890 (50.7%) missing values	Missing
`업태구분명` has 3193 (56.0%) missing values	Missing
`좌표정보(x)` has 1343 (23.6%) missing values	Missing
`좌표정보(y)` has 1343 (23.6%) missing values	Missing
`업종구분명` has 2660 (46.7%) missing values	Missing
`주생산품명` has 4883 (85.7%) missing values	Missing
`배출시설조업시간` has 860 (15.1%) missing values	Missing
`배출시설연간가동일수` has 1279 (22.4%) missing values	Missing
`방지시설조업시간` has 2212 (38.8%) missing values	Missing
`방지시설연간가동일수` has 1969 (34.5%) missing values	Missing
`Unnamed: 36` has 5701 (100.0%) missing values	Missing
`인허가일자` is highly skewed (γ1 = -43.39349818)	Skewed
`배출시설조업시간` is highly skewed (γ1 = 20.94254665)	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 (18.2%) zeros	Zeros
`방지시설조업시간` has 1116 (19.6%) zeros	Zeros
`방지시설연간가동일수` has 1118 (19.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 05:01:43.603981
Analysis finished	2024-04-17 05:01:45.034331
Duration	1.43 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	5701
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2851

Minimum	1
Maximum	5701
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.2 KiB

Quantile statistics

Minimum	1
5-th percentile	286
Q1	1426
median	2851
Q3	4276
95-th percentile	5416
Maximum	5701
Range	5700
Interquartile range (IQR)	2850

Descriptive statistics

Standard deviation	1645.8813
Coefficient of variation (CV)	0.57729964
Kurtosis	-1.2
Mean	2851
Median Absolute Deviation (MAD)	1425
Skewness	0
Sum	16253551
Variance	2708925.2
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3788	1	< 0.1%
3808	1	< 0.1%
3807	1	< 0.1%
3806	1	< 0.1%
3805	1	< 0.1%
3804	1	< 0.1%
3803	1	< 0.1%
3802	1	< 0.1%
3801	1	< 0.1%
Other values (5691)	5691	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 (%)
5701	1	< 0.1%
5700	1	< 0.1%
5699	1	< 0.1%
5698	1	< 0.1%
5697	1	< 0.1%
5696	1	< 0.1%
5695	1	< 0.1%
5694	1	< 0.1%
5693	1	< 0.1%
5692	1	< 0.1%

개방서비스명
Categorical

CONSTANT

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

대기오염물질배출시설설치사업장	5701

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	5701	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대기오염물질배출시설설치사업장	5701	100.0%

개방서비스id
Categorical

CONSTANT

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

09_30_08_P	5701

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	5701	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
09_30_08_p	5701	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	17
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3977728.5

Minimum	3250000
Maximum	6260000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.2 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	1185797.6
Coefficient of variation (CV)	0.29810924
Kurtosis	-0.024646983
Mean	3977728.5
Median Absolute Deviation (MAD)	40000
Skewness	1.4039056
Sum	2.267703 × 10¹⁰
Variance	1.4061159 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
3390000	1931	33.9%
6260000	1211	21.2%
3340000	830	14.6%
3360000	333	5.8%
3400000	321	5.6%
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	830	14.6%

Value	Count	Frequency (%)
6260000	1211	21.2%
3400000	321	5.6%
3390000	1931	33.9%
3380000	50	0.9%
3370000	79	1.4%
3360000	333	5.8%
3350000	234	4.1%
3340000	830	14.6%
3330000	182	3.2%
3320000	53	0.9%

관리번호
Real number (ℝ)

UNIQUE

Distinct	5701
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9777286 × 10¹⁷

Minimum	3.2500002 × 10¹⁷
Maximum	6.26 × 10¹⁷
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.2 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	1.1857975 × 10¹⁷
Coefficient of variation (CV)	0.2981092
Kurtosis	-0.024646983
Mean	3.9777286 × 10¹⁷
Median Absolute Deviation (MAD)	4 × 10¹⁵
Skewness	1.4039056
Sum	-1.2464244 × 10¹⁸
Variance	1.4061158 × 10³⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
325000021202000001	1	< 0.1%
334000021198124011	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%
334000021200125166	1	< 0.1%
Other values (5691)	5691	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	3295
Distinct (%)	58.5%
Missing	66
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	20029787

Minimum	198706
Maximum	20210128
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.2 KiB

Quantile statistics

Minimum	198706
5-th percentile	19910482
Q1	20000328
median	20040524
Q3	20090468
95-th percentile	20171051
Maximum	20210128
Range	20011422
Interquartile range (IQR)	90139.5

Descriptive statistics

Standard deviation	392199.09
Coefficient of variation (CV)	0.019580792
Kurtosis	2035.7531
Mean	20029787
Median Absolute Deviation (MAD)	40579
Skewness	-43.393498
Sum	1.1286785 × 10¹¹
Variance	1.5382013 × 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%
20081114	14	0.2%
Other values (3285)	5413	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 (%)
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%
20210104	4	0.1%
20201231	1	< 0.1%
20201230	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5701
Missing (%)	100.0%
Memory size	50.2 KiB

영업상태구분코드
Categorical

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

1	3175
3	1842
4	683
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	3175	55.7%
3	1842	32.3%
4	683	12.0%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	3175	55.7%
3	1842	32.3%
4	683	12.0%
2	1	< 0.1%

영업상태명
Categorical

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

영업/정상	3175
폐업	1842
취소/말소/만료/정지/중지	683
휴업	1

Length

Max length	14
Median length	5
Mean length	5.108402
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	3175	55.7%
폐업	1842	32.3%
취소/말소/만료/정지/중지	683	12.0%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	3175	55.7%
폐업	1842	32.3%
취소/말소/만료/정지/중지	683	12.0%
휴업	1	< 0.1%

상세영업상태코드
Categorical

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

11	2021
2	1842
1	1155
4	683

Length

Max length	2
Median length	1
Mean length	1.3544992
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	2021	35.4%
2	1842	32.3%
1	1155	20.3%
4	683	12.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11	2021	35.4%
2	1842	32.3%
1	1155	20.3%
4	683	12.0%

상세영업상태명
Categorical

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

영업	3175
폐업	1842
폐쇄	683
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	3175	55.7%
폐업	1842	32.3%
폐쇄	683	12.0%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	3175	55.7%
폐업	1842	32.3%
폐쇄	683	12.0%
휴업	1	< 0.1%

폐업일자
Real number (ℝ)

MISSING

Distinct	1369
Distinct (%)	61.4%
Missing	3471
Missing (%)	60.9%
Infinite	0
Infinite (%)	0.0%
Mean	20095816

Minimum	19910424
Maximum	20210127
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.2 KiB

Quantile statistics

Minimum	19910424
5-th percentile	20020212
Q1	20050826
median	20091231
Q3	20140124
95-th percentile	20191218
Maximum	20210127
Range	299703
Interquartile range (IQR)	89297

Descriptive statistics

Standard deviation	54251.948
Coefficient of variation (CV)	0.0026996638
Kurtosis	-0.57985524
Mean	20095816
Median Absolute Deviation (MAD)	40508
Skewness	0.24191465
Sum	4.481367 × 10¹⁰
Variance	2.9432738 × 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%
20040610	6	0.1%
20130201	6	0.1%
20040630	6	0.1%
Other values (1359)	1830	32.1%
(Missing)	3471	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 (%)
20210127	1	< 0.1%
20210126	2	< 0.1%
20210122	1	< 0.1%
20210118	1	< 0.1%
20210114	1	< 0.1%
20210113	1	< 0.1%
20201231	5	0.1%
20201223	1	< 0.1%
20201215	1	< 0.1%
20201208	1	< 0.1%

휴업시작일자
Categorical

IMBALANCE

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

<NA>	5700
20200101	1

Length

Max length	8
Median length	4
Mean length	4.0007016
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>	5700	> 99.9%
20200101	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5700	> 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>	5700
20201231	1

Length

Max length	8
Median length	4
Mean length	4.0007016
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>	5700	> 99.9%
20201231	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5700	> 99.9%
20201231	1	< 0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5701
Missing (%)	100.0%
Memory size	50.2 KiB

소재지전화
Text

MISSING

Distinct	4046
Distinct (%)	90.0%
Missing	1207
Missing (%)	21.2%
Memory size	44.7 KiB

Length

Max length	14
Median length	13
Mean length	10.496885
Min length	3

Characters and Unicode

Total characters	47173
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	3645 ?
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	20.4%
301	27	0.4%
304	17	0.3%
051263	17	0.3%
263	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 (4147)	4773	77.3%

Most occurring characters

Value	Count	Frequency (%)
1	8253	17.5%
0	7714	16.4%
5	6793	14.4%
3	4725	10.0%
2	4477	9.5%
6	2774	5.9%
8	2510	5.3%
4	2385	5.1%
7	2355	5.0%
-	1892	4.0%
Other values (4)	3295	7.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	43586	92.4%
Dash Punctuation	1892	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	8253	18.9%
0	7714	17.7%
5	6793	15.6%
3	4725	10.8%
2	4477	10.3%
6	2774	6.4%
8	2510	5.8%
4	2385	5.5%
7	2355	5.4%
9	1600	3.7%

Dash Punctuation

Value	Count	Frequency (%)
-	1892	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	47173	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	8253	17.5%
0	7714	16.4%
5	6793	14.4%
3	4725	10.0%
2	4477	9.5%
6	2774	5.9%
8	2510	5.3%
4	2385	5.1%
7	2355	5.0%
-	1892	4.0%
Other values (4)	3295	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47173	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	8253	17.5%
0	7714	16.4%
5	6793	14.4%
3	4725	10.0%
2	4477	9.5%
6	2774	5.9%
8	2510	5.3%
4	2385	5.1%
7	2355	5.0%
-	1892	4.0%
Other values (4)	3295	7.0%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5701
Missing (%)	100.0%
Memory size	50.2 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	225
Distinct (%)	23.3%
Missing	4735
Missing (%)	83.1%
Infinite	0
Infinite (%)	0.0%
Mean	612111.1

Minimum	600010
Maximum	619963
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.2 KiB

Quantile statistics

Minimum	600010
5-th percentile	602030
Q1	604846
median	613111
Q3	617814
95-th percentile	617844
Maximum	619963
Range	19953
Interquartile range (IQR)	12968

Descriptive statistics

Standard deviation	6099.8969
Coefficient of variation (CV)	0.0099653428
Kurtosis	-1.3735509
Mean	612111.1
Median Absolute Deviation (MAD)	4712
Skewness	-0.43687531
Sum	5.9129932 × 10⁸
Variance	37208742
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)	646	11.3%
(Missing)	4735	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	4478
Distinct (%)	81.0%
Missing	171
Missing (%)	3.0%
Memory size	44.7 KiB

Length

Max length	47
Median length	44
Mean length	21.46962
Min length	12

Characters and Unicode

Total characters	118727
Distinct characters	282
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	3744 ?
Unique (%)	67.7%

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	5528	24.2%
사상구	2351	10.3%
사하구	1126	4.9%
강서구	773	3.4%
송정동	753	3.3%
학장동	732	3.2%
감전동	614	2.7%
장림동	510	2.2%
삼락동	402	1.8%
기장군	302	1.3%
Other values (4397)	9724	42.6%

Most occurring characters

Value	Count	Frequency (%)
	18670	15.7%
산	5855	4.9%
부	5709	4.8%
광	5561	4.7%
시	5546	4.7%
역	5534	4.7%
동	5444	4.6%
1	5349	4.5%
구	5347	4.5%
-	4826	4.1%
Other values (272)	50886	42.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	70729	59.6%
Decimal Number	24388	20.5%
Space Separator	18670	15.7%
Dash Punctuation	4826	4.1%
Other Punctuation	53	< 0.1%
Close Punctuation	22	< 0.1%
Open Punctuation	22	< 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	5855	8.3%
부	5709	8.1%
광	5561	7.9%
시	5546	7.8%
역	5534	7.8%
동	5444	7.7%
구	5347	7.6%
지	3954	5.6%
번	3875	5.5%
사	3620	5.1%
Other values (247)	20284	28.7%

Decimal Number

Value	Count	Frequency (%)
1	5349	21.9%
2	2834	11.6%
5	2574	10.6%
3	2322	9.5%
7	2117	8.7%
6	1968	8.1%
0	1939	8.0%
4	1920	7.9%
8	1777	7.3%
9	1588	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%
E	1	6.7%
S	1	6.7%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	18670	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4826	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	22	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	22	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	70729	59.6%
Common	47982	40.4%
Latin	16	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5855	8.3%
부	5709	8.1%
광	5561	7.9%
시	5546	7.8%
역	5534	7.8%
동	5444	7.7%
구	5347	7.6%
지	3954	5.6%
번	3875	5.5%
사	3620	5.1%
Other values (247)	20284	28.7%

Common

Value	Count	Frequency (%)
	18670	38.9%
1	5349	11.1%
-	4826	10.1%
2	2834	5.9%
5	2574	5.4%
3	2322	4.8%
7	2117	4.4%
6	1968	4.1%
0	1939	4.0%
4	1920	4.0%
Other values (7)	3463	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%
E	1	6.2%
S	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	70729	59.6%
ASCII	47998	40.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	18670	38.9%
1	5349	11.1%
-	4826	10.1%
2	2834	5.9%
5	2574	5.4%
3	2322	4.8%
7	2117	4.4%
6	1968	4.1%
0	1939	4.0%
4	1920	4.0%
Other values (15)	3479	7.2%

Hangul

Value	Count	Frequency (%)
산	5855	8.3%
부	5709	8.1%
광	5561	7.9%
시	5546	7.8%
역	5534	7.8%
동	5444	7.7%
구	5347	7.6%
지	3954	5.6%
번	3875	5.5%
사	3620	5.1%
Other values (247)	20284	28.7%

도로명전체주소
Text

MISSING

Distinct	3359
Distinct (%)	79.6%
Missing	1482
Missing (%)	26.0%
Memory size	44.7 KiB

Length

Max length	55
Median length	50
Mean length	26.773406
Min length	19

Characters and Unicode

Total characters	112957
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	2772 ?
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	4217	19.7%
사상구	1909	8.9%
사하구	780	3.6%
감전동	471	2.2%
학장동	455	2.1%
삼락동	402	1.9%
강서구	388	1.8%
장림동	370	1.7%
송정동	364	1.7%
기장군	278	1.3%
Other values (2097)	11799	55.1%

Most occurring characters

Value	Count	Frequency (%)
	17684	15.7%
산	5536	4.9%
동	4864	4.3%
부	4380	3.9%
시	4306	3.8%
광	4289	3.8%
역	4221	3.7%
로	4119	3.6%
구	4068	3.6%
)	4011	3.6%
Other values (374)	55479	49.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	68541	60.7%
Decimal Number	17801	15.8%
Space Separator	17684	15.7%
Close Punctuation	4011	3.6%
Open Punctuation	4011	3.6%
Dash Punctuation	562	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	5536	8.1%
동	4864	7.1%
부	4380	6.4%
시	4306	6.3%
광	4289	6.3%
역	4221	6.2%
로	4119	6.0%
구	4068	5.9%
사	3192	4.7%
길	2363	3.4%
Other values (344)	27203	39.7%

Uppercase Letter

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

Decimal Number

Value	Count	Frequency (%)
1	3418	19.2%
2	2524	14.2%
3	2204	12.4%
4	1694	9.5%
6	1560	8.8%
5	1542	8.7%
7	1407	7.9%
0	1218	6.8%
9	1167	6.6%
8	1067	6.0%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	17684	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4011	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4011	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	562	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	68541	60.7%
Common	44369	39.3%
Latin	47	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5536	8.1%
동	4864	7.1%
부	4380	6.4%
시	4306	6.3%
광	4289	6.3%
역	4221	6.2%
로	4119	6.0%
구	4068	5.9%
사	3192	4.7%
길	2363	3.4%
Other values (344)	27203	39.7%

Common

Value	Count	Frequency (%)
	17684	39.9%
)	4011	9.0%
(	4011	9.0%
1	3418	7.7%
2	2524	5.7%
3	2204	5.0%
4	1694	3.8%
6	1560	3.5%
5	1542	3.5%
7	1407	3.2%
Other values (7)	4314	9.7%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	68541	60.7%
ASCII	44416	39.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17684	39.8%
)	4011	9.0%
(	4011	9.0%
1	3418	7.7%
2	2524	5.7%
3	2204	5.0%
4	1694	3.8%
6	1560	3.5%
5	1542	3.5%
7	1407	3.2%
Other values (20)	4361	9.8%

Hangul

Value	Count	Frequency (%)
산	5536	8.1%
동	4864	7.1%
부	4380	6.4%
시	4306	6.3%
광	4289	6.3%
역	4221	6.2%
로	4119	6.0%
구	4068	5.9%
사	3192	4.7%
길	2363	3.4%
Other values (344)	27203	39.7%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	487
Distinct (%)	17.3%
Missing	2890
Missing (%)	50.7%
Infinite	0
Infinite (%)	0.0%
Mean	472643.32

Minimum	6151
Maximum	621270
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.2 KiB

Quantile statistics

Minimum	6151
5-th percentile	46751.5
Q1	49499.5
median	617805
Q3	617826
95-th percentile	618270
Maximum	621270
Range	615119
Interquartile range (IQR)	568326.5

Descriptive statistics

Standard deviation	247775.03
Coefficient of variation (CV)	0.52423258
Kurtosis	-0.71685302
Mean	472643.32
Median Absolute Deviation (MAD)	38
Skewness	-1.1327012
Sum	1.3286004 × 10⁹
Variance	6.1392465 × 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 (477)	1455	25.5%
(Missing)	2890	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	6	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%
619906	2	< 0.1%
619873	1	< 0.1%

사업장명
Text

Distinct	4459
Distinct (%)	78.2%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

Length

Max length	29
Median length	27
Mean length	6.9721102
Min length	1

Characters and Unicode

Total characters	39748
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	3527 ?
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	15	0.2%
2공장	10	0.2%
부산지점	9	0.1%
대진금속	9	0.1%
부산광역시	9	0.1%
대신금속	9	0.1%
영진금속	9	0.1%
대영산업	9	0.1%
Other values (4590)	6008	97.8%

Most occurring characters

Value	Count	Frequency (%)
주	2654	6.7%
)	2565	6.5%
(	2553	6.4%
업	1458	3.7%
산	1184	3.0%
공	1034	2.6%
사	987	2.5%
동	825	2.1%
금	763	1.9%
대	682	1.7%
Other values (602)	25043	63.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	33332	83.9%
Close Punctuation	2566	6.5%
Open Punctuation	2554	6.4%
Uppercase Letter	446	1.1%
Space Separator	442	1.1%
Decimal Number	247	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	2654	8.0%
업	1458	4.4%
산	1184	3.6%
공	1034	3.1%
사	987	3.0%
동	825	2.5%
금	763	2.3%
대	682	2.0%
성	638	1.9%
정	608	1.8%
Other values (535)	22499	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%
G	19	4.3%
O	19	4.3%
R	18	4.0%
N	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%
c	3	7.7%
e	3	7.7%
i	2	5.1%
t	2	5.1%
m	2	5.1%
y	2	5.1%
l	2	5.1%
Other values (8)	11	28.2%

Decimal Number

Value	Count	Frequency (%)
2	98	39.7%
1	72	29.1%
3	34	13.8%
0	14	5.7%
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 (%)
.	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 (%)
)	2565	> 99.9%
]	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	2553	> 99.9%
[	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	442	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	33369	84.0%
Common	5893	14.8%
Latin	485	1.2%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	2654	8.0%
업	1458	4.4%
산	1184	3.5%
공	1034	3.1%
사	987	3.0%
동	825	2.5%
금	763	2.3%
대	682	2.0%
성	638	1.9%
정	608	1.8%
Other values (535)	22536	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%
G	19	3.9%
O	19	3.9%
R	18	3.7%
N	18	3.7%
Other values (31)	173	35.7%

Common

Value	Count	Frequency (%)
)	2565	43.5%
(	2553	43.3%
	442	7.5%
2	98	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)	46	0.8%

Han

Value	Count	Frequency (%)
木	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	33325	83.8%
ASCII	6376	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	2654	8.0%
업	1458	4.4%
산	1184	3.6%
공	1034	3.1%
사	987	3.0%
동	825	2.5%
금	763	2.3%
대	682	2.0%
성	638	1.9%
정	608	1.8%
Other values (529)	22492	67.5%

ASCII

Value	Count	Frequency (%)
)	2565	40.2%
(	2553	40.0%
	442	6.9%
2	98	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)	410	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	5700
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.013299 × 10¹³

Minimum	2.0000818 × 10¹³
Maximum	2.0210131 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.2 KiB

Quantile statistics

Minimum	2.0000818 × 10¹³
5-th percentile	2.0041112 × 10¹³
Q1	2.0070212 × 10¹³
median	2.0150821 × 10¹³
Q3	2.0190725 × 10¹³
95-th percentile	2.0201124 × 10¹³
Maximum	2.0210131 × 10¹³
Range	2.0931305 × 10¹¹
Interquartile range (IQR)	1.2051303 × 10¹¹

Descriptive statistics

Standard deviation	6.0449259 × 10¹⁰
Coefficient of variation (CV)	0.0030024978
Kurtosis	-1.4316397
Mean	2.013299 × 10¹³
Median Absolute Deviation (MAD)	4.0308073 × 10¹⁰
Skewness	-0.37168045
Sum	1.1477818 × 10¹⁷
Variance	3.6541129 × 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 (5690)	5690	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 (%)
20210131180128	1	< 0.1%
20210129194228	1	< 0.1%
20210129193405	1	< 0.1%
20210129181326	1	< 0.1%
20210129155110	1	< 0.1%
20210128173757	1	< 0.1%
20210128161514	1	< 0.1%
20210127181057	1	< 0.1%
20210127180851	1	< 0.1%
20210127172329	1	< 0.1%

데이터갱신구분
Categorical

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

I	3738
U	1963

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	3738	65.6%
U	1963	34.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3738	65.6%
u	1963	34.4%

데이터갱신일자
Date

Distinct	603
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Memory size	44.7 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Text

MISSING

Distinct	447
Distinct (%)	17.8%
Missing	3193
Missing (%)	56.0%
Memory size	44.7 KiB

Length

Max length	32
Median length	24
Mean length	10.852472
Min length	2

Characters and Unicode

Total characters	27218
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	1104	14.3%
및	815	10.6%
기타	549	7.1%
자동차	319	4.1%
도금업	290	3.8%
수리업	209	2.7%
조립금속제품	197	2.6%
종합	132	1.7%
그외	106	1.4%
제외	97	1.3%
Other values (581)	3891	50.5%

Most occurring characters

Value	Count	Frequency (%)
	5202	19.1%
업	2442	9.0%
제	1936	7.1%
조	1490	5.5%
기	891	3.3%
및	836	3.1%
금	800	2.9%
품	781	2.9%
리	639	2.3%
타	573	2.1%
Other values (282)	11628	42.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	21846	80.3%
Space Separator	5202	19.1%
Other Punctuation	155	0.6%
Decimal Number	15	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	2442	11.2%
제	1936	8.9%
조	1490	6.8%
기	891	4.1%
및	836	3.8%
금	800	3.7%
품	781	3.6%
리	639	2.9%
타	573	2.6%
속	468	2.1%
Other values (277)	10990	50.3%

Other Punctuation

Value	Count	Frequency (%)
,	140	90.3%
·	10	6.5%
;	5	3.2%

Space Separator

Value	Count	Frequency (%)
	5202	100.0%

Decimal Number

Value	Count	Frequency (%)
1	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	21846	80.3%
Common	5372	19.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	2442	11.2%
제	1936	8.9%
조	1490	6.8%
기	891	4.1%
및	836	3.8%
금	800	3.7%
품	781	3.6%
리	639	2.9%
타	573	2.6%
속	468	2.1%
Other values (277)	10990	50.3%

Common

Value	Count	Frequency (%)
	5202	96.8%
,	140	2.6%
1	15	0.3%
·	10	0.2%
;	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	21846	80.3%
ASCII	5362	19.7%
None	10	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5202	97.0%
,	140	2.6%
1	15	0.3%
;	5	0.1%

Hangul

Value	Count	Frequency (%)
업	2442	11.2%
제	1936	8.9%
조	1490	6.8%
기	891	4.1%
및	836	3.8%
금	800	3.7%
품	781	3.6%
리	639	2.9%
타	573	2.6%
속	468	2.1%
Other values (277)	10990	50.3%

None

Value	Count	Frequency (%)
·	10	100.0%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	3277
Distinct (%)	75.2%
Missing	1343
Missing (%)	23.6%
Infinite	0
Infinite (%)	0.0%
Mean	382601.39

Minimum	203846.91
Maximum	409312.53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.2 KiB

Quantile statistics

Minimum	203846.91
5-th percentile	368388.51
Q1	379712.03
median	380567.23
Q3	385733.71
95-th percentile	399156.18
Maximum	409312.53
Range	205465.62
Interquartile range (IQR)	6021.6806

Descriptive statistics

Standard deviation	8200.5638
Coefficient of variation (CV)	0.021433701
Kurtosis	52.023932
Mean	382601.39
Median Absolute Deviation (MAD)	1312.4153
Skewness	-1.7890041
Sum	1.6673769 × 10⁹
Variance	67249247
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%
393613.739814618	7	0.1%
380235.651842785	7	0.1%
380703.51173765	6	0.1%
378072.314730246	6	0.1%
Other values (3267)	4276	75.0%
(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	3276
Distinct (%)	75.2%
Missing	1343
Missing (%)	23.6%
Infinite	0
Infinite (%)	0.0%
Mean	185600.44

Minimum	173992.31
Maximum	444606.04
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.2 KiB

Quantile statistics

Minimum	173992.31
5-th percentile	176512.53
Q1	178749.65
median	185150.85
Q3	188959.19
95-th percentile	203881.36
Maximum	444606.04
Range	270613.73
Interquartile range (IQR)	10209.54

Descriptive statistics

Standard deviation	8156.9939
Coefficient of variation (CV)	0.043949215
Kurtosis	233.11226
Mean	185600.44
Median Absolute Deviation (MAD)	4248.5658
Skewness	7.9871469
Sum	8.0884674 × 10⁸
Variance	66536549
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%
185009.709198951	7	0.1%
192493.751896833	7	0.1%
184629.104887058	7	0.1%
189366.88271546	7	0.1%
188472.71791768	6	0.1%
185078.704454017	6	0.1%
Other values (3266)	4276	75.0%
(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	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	5701

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	5701	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대기배출업소관리	5701	100.0%

업종구분명
Text

MISSING

Distinct	479
Distinct (%)	15.8%
Missing	2660
Missing (%)	46.7%
Memory size	44.7 KiB

Length

Max length	32
Median length	24
Mean length	10.735942
Min length	2

Characters and Unicode

Total characters	32648
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	1354	14.7%
및	954	10.4%
기타	683	7.4%
도금업	393	4.3%
자동차	334	3.6%
조립금속제품	230	2.5%
수리업	220	2.4%
종합	136	1.5%
가공업	128	1.4%
그외	116	1.3%
Other values (609)	4645	50.5%

Most occurring characters

Value	Count	Frequency (%)
	6153	18.8%
업	2983	9.1%
제	2452	7.5%
조	1877	5.7%
기	1079	3.3%
금	1056	3.2%
품	1004	3.1%
및	975	3.0%
리	712	2.2%
타	707	2.2%
Other values (283)	13650	41.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	26302	80.6%
Space Separator	6153	18.8%
Other Punctuation	173	0.5%
Decimal Number	20	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	2983	11.3%
제	2452	9.3%
조	1877	7.1%
기	1079	4.1%
금	1056	4.0%
품	1004	3.8%
및	975	3.7%
리	712	2.7%
타	707	2.7%
속	616	2.3%
Other values (278)	12841	48.8%

Other Punctuation

Value	Count	Frequency (%)
,	156	90.2%
·	12	6.9%
;	5	2.9%

Space Separator

Value	Count	Frequency (%)
	6153	100.0%

Decimal Number

Value	Count	Frequency (%)
1	20	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	26302	80.6%
Common	6346	19.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	2983	11.3%
제	2452	9.3%
조	1877	7.1%
기	1079	4.1%
금	1056	4.0%
품	1004	3.8%
및	975	3.7%
리	712	2.7%
타	707	2.7%
속	616	2.3%
Other values (278)	12841	48.8%

Common

Value	Count	Frequency (%)
	6153	97.0%
,	156	2.5%
1	20	0.3%
·	12	0.2%
;	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	26302	80.6%
ASCII	6334	19.4%
None	12	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6153	97.1%
,	156	2.5%
1	20	0.3%
;	5	0.1%

Hangul

Value	Count	Frequency (%)
업	2983	11.3%
제	2452	9.3%
조	1877	7.1%
기	1079	4.1%
금	1056	4.0%
품	1004	3.8%
및	975	3.7%
리	712	2.7%
타	707	2.7%
속	616	2.3%
Other values (278)	12841	48.8%

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	3170
4종	1842
3종	316
2종	187
<NA>	132

Length

Max length	4
Median length	2
Mean length	2.0463077
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	3170	55.6%
4종	1842	32.3%
3종	316	5.5%
2종	187	3.3%
<NA>	132	2.3%
1종	54	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5종	3170	55.6%
4종	1842	32.3%
3종	316	5.5%
2종	187	3.3%
na	132	2.3%
1종	54	0.9%

주생산품명
Text

MISSING

Distinct	556
Distinct (%)	68.0%
Missing	4883
Missing (%)	85.7%
Memory size	44.7 KiB

Length

Max length	32
Median length	18
Mean length	6.1882641
Min length	1

Characters and Unicode

Total characters	5062
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	446 ?
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%
외	13	1.2%
금속제품	13	1.2%
기계부품	12	1.2%
및	11	1.1%
도금	9	0.9%
Other values (580)	836	80.4%

Most occurring characters

Value	Count	Frequency (%)
품	294	5.8%
	222	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 (377)	3240	64.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4392	86.8%
Space Separator	222	4.4%
Uppercase Letter	191	3.8%
Lowercase Letter	93	1.8%
Decimal Number	72	1.4%
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	4.8%
된	185	4.2%
금	182	4.1%
도	163	3.7%
자	149	3.4%
기	149	3.4%
차	140	3.2%
동	125	2.8%
리	103	2.3%
Other values (315)	2689	61.2%

Uppercase Letter

Value	Count	Frequency (%)
E	27	14.1%
L	17	8.9%
P	16	8.4%
C	14	7.3%
A	12	6.3%
I	12	6.3%
S	12	6.3%
T	12	6.3%
R	11	5.8%
H	10	5.2%
Other values (12)	48	25.1%

Lowercase Letter

Value	Count	Frequency (%)
e	15	16.1%
t	11	11.8%
a	8	8.6%
r	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	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%
9	4	5.6%
8	4	5.6%
7	2	2.8%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	222	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	4392	86.8%
Common	386	7.6%
Latin	284	5.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
품	294	6.7%
부	213	4.8%
된	185	4.2%
금	182	4.1%
도	163	3.7%
자	149	3.4%
기	149	3.4%
차	140	3.2%
동	125	2.8%
리	103	2.3%
Other values (315)	2689	61.2%

Latin

Value	Count	Frequency (%)
E	27	9.5%
L	17	6.0%
P	16	5.6%
e	15	5.3%
C	14	4.9%
A	12	4.2%
I	12	4.2%
S	12	4.2%
T	12	4.2%
t	11	3.9%
Other values (34)	136	47.9%

Common

Value	Count	Frequency (%)
	222	57.5%
,	51	13.2%
1	18	4.7%
)	14	3.6%
(	14	3.6%
3	10	2.6%
0	10	2.6%
-	9	2.3%
6	7	1.8%
2	6	1.6%
Other values (8)	25	6.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4392	86.8%
ASCII	670	13.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
품	294	6.7%
부	213	4.8%
된	185	4.2%
금	182	4.1%
도	163	3.7%
자	149	3.4%
기	149	3.4%
차	140	3.2%
동	125	2.8%
리	103	2.3%
Other values (315)	2689	61.2%

ASCII

Value	Count	Frequency (%)
	222	33.1%
,	51	7.6%
E	27	4.0%
1	18	2.7%
L	17	2.5%
P	16	2.4%
e	15	2.2%
C	14	2.1%
)	14	2.1%
(	14	2.1%
Other values (52)	262	39.1%

배출시설조업시간
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	170
Distinct (%)	3.5%
Missing	860
Missing (%)	15.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.8919934

Minimum	0
Maximum	365
Zeros	1062
Zeros (%)	18.6%
Negative	0
Negative (%)	0.0%
Memory size	50.2 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	7.7914944
Coefficient of variation (CV)	1.1305139
Kurtosis	925.8403
Mean	6.8919934
Median Absolute Deviation (MAD)	1
Skewness	20.942547
Sum	33364.14
Variance	60.707384
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.0	2265	39.7%
0.0	1062	18.6%
24.0	196	3.4%
2.0	191	3.4%
4.0	141	2.5%
6.0	124	2.2%
10.0	114	2.0%
3.0	87	1.5%
5.0	66	1.2%
12.0	62	1.1%
Other values (160)	533	9.3%
(Missing)	860	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 (%)	3.8%
Missing	1279
Missing (%)	22.4%
Infinite	0
Infinite (%)	0.0%
Mean	221.87607

Minimum	0
Maximum	365
Zeros	1036
Zeros (%)	18.2%
Negative	0
Negative (%)	0.0%
Memory size	50.2 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	129.22258
Coefficient of variation (CV)	0.58240879
Kurtosis	-0.76764626
Mean	221.87607
Median Absolute Deviation (MAD)	0
Skewness	-1.0531311
Sum	981136
Variance	16698.474
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300	2642	46.3%
0	1036	18.2%
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)	1279	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	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	2212
Missing (%)	38.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.2973517

Minimum	0
Maximum	310
Zeros	1116
Zeros (%)	19.6%
Negative	0
Negative (%)	0.0%
Memory size	50.2 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	13.459361
Coefficient of variation (CV)	2.1373049
Kurtosis	341.88569
Mean	6.2973517
Median Absolute Deviation (MAD)	4
Skewness	16.687545
Sum	21971.46
Variance	181.15439
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.0	1403	24.6%
0.0	1116	19.6%
2.0	175	3.1%
24.0	128	2.2%
4.0	106	1.9%
6.0	104	1.8%
3.0	72	1.3%
10.0	57	1.0%
5.0	46	0.8%
12.0	36	0.6%
Other values (67)	246	4.3%
(Missing)	2212	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	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	1969
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	202.98794

Minimum	0
Maximum	365
Zeros	1118
Zeros (%)	19.6%
Negative	0
Negative (%)	0.0%
Memory size	50.2 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	138.74931
Coefficient of variation (CV)	0.68353475
Kurtosis	-1.3921179
Mean	202.98794
Median Absolute Deviation (MAD)	0
Skewness	-0.7167167
Sum	757551
Variance	19251.372
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300	2042	35.8%
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)	1969	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	5701
Missing (%)	100.0%
Memory size	50.2 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
5691	5692	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>
5692	5693	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>
5693	5694	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>
5694	5695	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>
5695	5696	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>
5696	5697	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>
5697	5698	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>
5698	5699	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>
5699	5700	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>
5700	5701	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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