gimi9 Pandas Profiling

Dataset statistics

Number of variables	37
Number of observations	5733
Missing cells	56826
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	2021-06-01
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 5733 (100.0%) missing values	Missing
`폐업일자` has 3488 (60.8%) missing values	Missing
`재개업일자` has 5733 (100.0%) missing values	Missing
`소재지전화` has 1212 (21.1%) missing values	Missing
`소재지면적` has 5733 (100.0%) missing values	Missing
`소재지우편번호` has 4768 (83.2%) missing values	Missing
`소재지전체주소` has 170 (3.0%) missing values	Missing
`도로명전체주소` has 1481 (25.8%) missing values	Missing
`도로명우편번호` has 2898 (50.5%) missing values	Missing
`업태구분명` has 3196 (55.7%) missing values	Missing
`좌표정보(x)` has 1347 (23.5%) missing values	Missing
`좌표정보(y)` has 1347 (23.5%) missing values	Missing
`업종구분명` has 2663 (46.5%) missing values	Missing
`주생산품명` has 4908 (85.6%) missing values	Missing
`배출시설조업시간` has 868 (15.1%) missing values	Missing
`배출시설연간가동일수` has 1289 (22.5%) missing values	Missing
`방지시설조업시간` has 2219 (38.7%) missing values	Missing
`방지시설연간가동일수` has 1974 (34.4%) missing values	Missing
`Unnamed: 36` has 5733 (100.0%) missing values	Missing
`인허가일자` is highly skewed (γ1 = -43.47165986)	Skewed
`배출시설조업시간` is highly skewed (γ1 = 20.97644821)	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 1061 (18.5%) zeros	Zeros
`배출시설연간가동일수` has 1034 (18.0%) zeros	Zeros
`방지시설조업시간` has 1115 (19.4%) zeros	Zeros
`방지시설연간가동일수` has 1116 (19.5%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 05:00:58.605685
Analysis finished	2024-04-17 05:01:00.063984
Duration	1.46 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	5733
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2867

Minimum	1
Maximum	5733
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.5 KiB

Quantile statistics

Minimum	1
5-th percentile	287.6
Q1	1434
median	2867
Q3	4300
95-th percentile	5446.4
Maximum	5733
Range	5732
Interquartile range (IQR)	2866

Descriptive statistics

Standard deviation	1655.1189
Coefficient of variation (CV)	0.57729992
Kurtosis	-1.2
Mean	2867
Median Absolute Deviation (MAD)	1433
Skewness	0
Sum	16436511
Variance	2739418.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3809	1	< 0.1%
3829	1	< 0.1%
3828	1	< 0.1%
3827	1	< 0.1%
3826	1	< 0.1%
3825	1	< 0.1%
3824	1	< 0.1%
3823	1	< 0.1%
3822	1	< 0.1%
Other values (5723)	5723	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 (%)
5733	1	< 0.1%
5732	1	< 0.1%
5731	1	< 0.1%
5730	1	< 0.1%
5729	1	< 0.1%
5728	1	< 0.1%
5727	1	< 0.1%
5726	1	< 0.1%
5725	1	< 0.1%
5724	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.9 KiB

대기오염물질배출시설설치사업장	5733

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	5733	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대기오염물질배출시설설치사업장	5733	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.9 KiB

09_30_08_P	5733

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	5733	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
09_30_08_p	5733	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	17
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3974261.3

Minimum	3250000
Maximum	6260000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.5 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	1183390.9
Coefficient of variation (CV)	0.29776374
Kurtosis	-0.00017340487
Mean	3974261.3
Median Absolute Deviation (MAD)	40000
Skewness	1.4125784
Sum	2.278444 × 10¹⁰
Variance	1.4004141 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
3390000	1934	33.7%
6260000	1211	21.1%
3340000	834	14.5%
3360000	348	6.1%
3400000	325	5.7%
3350000	235	4.1%
3330000	183	3.2%
3280000	119	2.1%
3290000	91	1.6%
3370000	79	1.4%
Other values (7)	374	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	34	0.6%
3260000	42	0.7%
3270000	60	1.0%
3280000	119	2.1%
3290000	91	1.6%
3300000	60	1.0%
3310000	74	1.3%
3320000	53	0.9%
3330000	183	3.2%
3340000	834	14.5%

Value	Count	Frequency (%)
6260000	1211	21.1%
3400000	325	5.7%
3390000	1934	33.7%
3380000	51	0.9%
3370000	79	1.4%
3360000	348	6.1%
3350000	235	4.1%
3340000	834	14.5%
3330000	183	3.2%
3320000	53	0.9%

관리번호
Real number (ℝ)

UNIQUE

Distinct	5733
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9742615 × 10¹⁷

Minimum	3.2500002 × 10¹⁷
Maximum	6.26 × 10¹⁷
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.5 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	1.1833908 × 10¹⁷
Coefficient of variation (CV)	0.29776371
Kurtosis	-0.0001734053
Mean	3.9742615 × 10¹⁷
Median Absolute Deviation (MAD)	4 × 10¹⁵
Skewness	1.4125784
Sum	-8.9521678 × 10¹⁸
Variance	1.4004139 × 10³⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
325000021202000001	1	< 0.1%
334000021197925019	1	< 0.1%
334000021199815380	1	< 0.1%
334000021200125477	1	< 0.1%
334000021200125166	1	< 0.1%
334000021200124310	1	< 0.1%
334000021199127017	1	< 0.1%
334000021199126112	1	< 0.1%
334000021199125126	1	< 0.1%
334000021199125125	1	< 0.1%
Other values (5723)	5723	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	3310
Distinct (%)	58.4%
Missing	66
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	20030441

Minimum	198706
Maximum	20210430
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.5 KiB

Quantile statistics

Minimum	198706
5-th percentile	19910506
Q1	20000331
median	20040529
Q3	20090604
95-th percentile	20180112
Maximum	20210430
Range	20011724
Interquartile range (IQR)	90273.5

Descriptive statistics

Standard deviation	391238.35
Coefficient of variation (CV)	0.019532189
Kurtosis	2044.5034
Mean	20030441
Median Absolute Deviation (MAD)	40585
Skewness	-43.47166
Sum	1.1351251 × 10¹¹
Variance	1.5306744 × 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	0.3%
20040701	19	0.3%
20081031	19	0.3%
20080714	17	0.3%
20000323	16	0.3%
19911226	14	0.2%
Other values (3300)	5445	95.0%
(Missing)	66	1.2%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
20210430	1	< 0.1%
20210413	1	< 0.1%
20210405	1	< 0.1%
20210402	1	< 0.1%
20210331	1	< 0.1%
20210325	1	< 0.1%
20210324	1	< 0.1%
20210317	1	< 0.1%
20210316	1	< 0.1%
20210308	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5733
Missing (%)	100.0%
Memory size	50.5 KiB

영업상태구분코드
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.9 KiB

1	3191
3	1842
4	699
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	3191	55.7%
3	1842	32.1%
4	699	12.2%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	3191	55.7%
3	1842	32.1%
4	699	12.2%
2	1	< 0.1%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.9 KiB

영업/정상	3191
폐업	1842
취소/말소/만료/정지/중지	699
휴업	1

Length

Max length	14
Median length	5
Mean length	5.1329147
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	3191	55.7%
폐업	1842	32.1%
취소/말소/만료/정지/중지	699	12.2%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	3191	55.7%
폐업	1842	32.1%
취소/말소/만료/정지/중지	699	12.2%
휴업	1	< 0.1%

상세영업상태코드
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.9 KiB

11	2037
2	1842
1	1155
4	699

Length

Max length	2
Median length	1
Mean length	1.3553114
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	2037	35.5%
2	1842	32.1%
1	1155	20.1%
4	699	12.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11	2037	35.5%
2	1842	32.1%
1	1155	20.1%
4	699	12.2%

상세영업상태명
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.9 KiB

영업	3191
폐업	1842
폐쇄	699
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	3191	55.7%
폐업	1842	32.1%
폐쇄	699	12.2%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	3191	55.7%
폐업	1842	32.1%
폐쇄	699	12.2%
휴업	1	< 0.1%

폐업일자
Real number (ℝ)

MISSING

Distinct	1381
Distinct (%)	61.5%
Missing	3488
Missing (%)	60.8%
Infinite	0
Infinite (%)	0.0%
Mean	20096581

Minimum	19910424
Maximum	20210430
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.5 KiB

Quantile statistics

Minimum	19910424
5-th percentile	20020219
Q1	20050905
median	20091231
Q3	20140205
95-th percentile	20200119
Maximum	20210430
Range	300006
Interquartile range (IQR)	89300

Descriptive statistics

Standard deviation	54869.181
Coefficient of variation (CV)	0.0027302744
Kurtosis	-0.59077961
Mean	20096581
Median Absolute Deviation (MAD)	40525
Skewness	0.25118867
Sum	4.5116825 × 10¹⁰
Variance	3.010627 × 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%
20040317	10	0.2%
20160426	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 (1371)	1845	32.2%
(Missing)	3488	60.8%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
20210430	1	< 0.1%
20210419	1	< 0.1%
20210407	1	< 0.1%
20210406	1	< 0.1%
20210329	1	< 0.1%
20210318	1	< 0.1%
20210304	1	< 0.1%
20210302	2	< 0.1%
20210226	1	< 0.1%
20210222	3	0.1%

휴업시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.9 KiB

<NA>	5732
20200101	1

Length

Max length	8
Median length	4
Mean length	4.0006977
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>	5732	> 99.9%
20200101	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5732	> 99.9%
20200101	1	< 0.1%

휴업종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.9 KiB

<NA>	5732
20201231	1

Length

Max length	8
Median length	4
Mean length	4.0006977
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>	5732	> 99.9%
20201231	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5732	> 99.9%
20201231	1	< 0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5733
Missing (%)	100.0%
Memory size	50.5 KiB

소재지전화
Text

MISSING

Distinct	4068
Distinct (%)	90.0%
Missing	1212
Missing (%)	21.1%
Memory size	44.9 KiB

Length

Max length	14
Median length	13
Mean length	10.491263
Min length	3

Characters and Unicode

Total characters	47431
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	3662 ?
Unique (%)	81.0%

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	1255	20.2%
301	27	0.4%
263	17	0.3%
051263	17	0.3%
304	17	0.3%
261	16	0.3%
264	15	0.2%
051261	14	0.2%
303	12	0.2%
051262	9	0.1%
Other values (4169)	4799	77.4%

Most occurring characters

Value	Count	Frequency (%)
1	8295	17.5%
0	7753	16.3%
5	6815	14.4%
3	4746	10.0%
2	4500	9.5%
6	2784	5.9%
8	2531	5.3%
4	2402	5.1%
7	2379	5.0%
-	1910	4.0%
Other values (4)	3316	7.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	43829	92.4%
Dash Punctuation	1910	4.0%
Space Separator	1687	3.6%
Math Symbol	4	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	8295	18.9%
0	7753	17.7%
5	6815	15.5%
3	4746	10.8%
2	4500	10.3%
6	2784	6.4%
8	2531	5.8%
4	2402	5.5%
7	2379	5.4%
9	1624	3.7%

Dash Punctuation

Value	Count	Frequency (%)
-	1910	100.0%

Space Separator

Value	Count	Frequency (%)
	1687	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	47431	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	8295	17.5%
0	7753	16.3%
5	6815	14.4%
3	4746	10.0%
2	4500	9.5%
6	2784	5.9%
8	2531	5.3%
4	2402	5.1%
7	2379	5.0%
-	1910	4.0%
Other values (4)	3316	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47431	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	8295	17.5%
0	7753	16.3%
5	6815	14.4%
3	4746	10.0%
2	4500	9.5%
6	2784	5.9%
8	2531	5.3%
4	2402	5.1%
7	2379	5.0%
-	1910	4.0%
Other values (4)	3316	7.0%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5733
Missing (%)	100.0%
Memory size	50.5 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	226
Distinct (%)	23.4%
Missing	4768
Missing (%)	83.2%
Infinite	0
Infinite (%)	0.0%
Mean	612106.19

Minimum	600010
Maximum	619963
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.5 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	6101.3156
Coefficient of variation (CV)	0.0099677405
Kurtosis	-1.3748759
Mean	612106.19
Median Absolute Deviation (MAD)	4721
Skewness	-0.43493983
Sum	5.9068247 × 10⁸
Variance	37226053
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	30	0.5%
617070	26	0.5%
604060	25	0.4%
604041	24	0.4%
612060	23	0.4%
Other values (216)	646	11.3%
(Missing)	4768	83.2%

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	4528
Distinct (%)	81.4%
Missing	170
Missing (%)	3.0%
Memory size	44.9 KiB

Length

Max length	47
Median length	44
Mean length	21.443106
Min length	12

Characters and Unicode

Total characters	119288
Distinct characters	293
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	3805 ?
Unique (%)	68.4%

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	5561	24.2%
사상구	2355	10.3%
사하구	1130	4.9%
강서구	787	3.4%
송정동	768	3.3%
학장동	732	3.2%
감전동	615	2.7%
장림동	511	2.2%
삼락동	402	1.8%
기장군	306	1.3%
Other values (4422)	9794	42.7%

Most occurring characters

Value	Count	Frequency (%)
	18783	15.7%
산	5890	4.9%
부	5742	4.8%
광	5597	4.7%
시	5580	4.7%
역	5567	4.7%
동	5480	4.6%
구	5379	4.5%
1	5376	4.5%
-	4852	4.1%
Other values (283)	51042	42.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	70995	59.5%
Decimal Number	24535	20.6%
Space Separator	18783	15.7%
Dash Punctuation	4852	4.1%
Other Punctuation	54	< 0.1%
Open Punctuation	23	< 0.1%
Close Punctuation	23	< 0.1%
Uppercase Letter	21	< 0.1%
Lowercase Letter	1	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	5890	8.3%
부	5742	8.1%
광	5597	7.9%
시	5580	7.9%
역	5567	7.8%
동	5480	7.7%
구	5379	7.6%
지	3874	5.5%
번	3795	5.3%
사	3629	5.1%
Other values (253)	20462	28.8%

Uppercase Letter

Value	Count	Frequency (%)
A	5	23.8%
B	4	19.0%
S	3	14.3%
C	2	9.5%
T	1	4.8%
M	1	4.8%
E	1	4.8%
L	1	4.8%
U	1	4.8%
P	1	4.8%

Decimal Number

Value	Count	Frequency (%)
1	5376	21.9%
2	2851	11.6%
5	2587	10.5%
3	2340	9.5%
7	2133	8.7%
6	1983	8.1%
0	1946	7.9%
4	1932	7.9%
8	1790	7.3%
9	1597	6.5%

Other Punctuation

Value	Count	Frequency (%)
,	52	96.3%
&	1	1.9%
.	1	1.9%

Space Separator

Value	Count	Frequency (%)
	18783	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4852	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	23	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	23	100.0%

Lowercase Letter

Value	Count	Frequency (%)
c	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	70995	59.5%
Common	48271	40.5%
Latin	22	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5890	8.3%
부	5742	8.1%
광	5597	7.9%
시	5580	7.9%
역	5567	7.8%
동	5480	7.7%
구	5379	7.6%
지	3874	5.5%
번	3795	5.3%
사	3629	5.1%
Other values (253)	20462	28.8%

Common

Value	Count	Frequency (%)
	18783	38.9%
1	5376	11.1%
-	4852	10.1%
2	2851	5.9%
5	2587	5.4%
3	2340	4.8%
7	2133	4.4%
6	1983	4.1%
0	1946	4.0%
4	1932	4.0%
Other values (8)	3488	7.2%

Latin

Value	Count	Frequency (%)
A	5	22.7%
B	4	18.2%
S	3	13.6%
C	2	9.1%
T	1	4.5%
c	1	4.5%
M	1	4.5%
E	1	4.5%
L	1	4.5%
U	1	4.5%
Other values (2)	2	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	70995	59.5%
ASCII	48293	40.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	18783	38.9%
1	5376	11.1%
-	4852	10.0%
2	2851	5.9%
5	2587	5.4%
3	2340	4.8%
7	2133	4.4%
6	1983	4.1%
0	1946	4.0%
4	1932	4.0%
Other values (20)	3510	7.3%

Hangul

Value	Count	Frequency (%)
산	5890	8.3%
부	5742	8.1%
광	5597	7.9%
시	5580	7.9%
역	5567	7.8%
동	5480	7.7%
구	5379	7.6%
지	3874	5.5%
번	3795	5.3%
사	3629	5.1%
Other values (253)	20462	28.8%

도로명전체주소
Text

MISSING

Distinct	3385
Distinct (%)	79.6%
Missing	1481
Missing (%)	25.8%
Memory size	44.9 KiB

Length

Max length	55
Median length	50
Mean length	26.778222
Min length	19

Characters and Unicode

Total characters	113861
Distinct characters	388
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	2794 ?
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	4250	19.7%
사상구	1912	8.8%
사하구	784	3.6%
감전동	472	2.2%
학장동	455	2.1%
강서구	403	1.9%
삼락동	402	1.9%
송정동	380	1.8%
장림동	371	1.7%
기장군	282	1.3%
Other values (2108)	11895	55.1%

Most occurring characters

Value	Count	Frequency (%)
	17824	15.7%
산	5607	4.9%
동	4901	4.3%
부	4413	3.9%
시	4341	3.8%
광	4325	3.8%
역	4254	3.7%
로	4150	3.6%
구	4102	3.6%
)	4041	3.5%
Other values (378)	55903	49.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	69099	60.7%
Decimal Number	17933	15.7%
Space Separator	17824	15.7%
Close Punctuation	4041	3.5%
Open Punctuation	4041	3.5%
Dash Punctuation	564	0.5%
Other Punctuation	305	0.3%
Uppercase Letter	52	< 0.1%
Lowercase Letter	1	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	5607	8.1%
동	4901	7.1%
부	4413	6.4%
시	4341	6.3%
광	4325	6.3%
역	4254	6.2%
로	4150	6.0%
구	4102	5.9%
사	3199	4.6%
길	2376	3.4%
Other values (345)	27431	39.7%

Uppercase Letter

Value	Count	Frequency (%)
S	8	15.4%
C	7	13.5%
A	6	11.5%
B	6	11.5%
K	5	9.6%
P	3	5.8%
E	3	5.8%
H	3	5.8%
Y	3	5.8%
U	3	5.8%
Other values (4)	5	9.6%

Decimal Number

Value	Count	Frequency (%)
1	3440	19.2%
2	2542	14.2%
3	2215	12.4%
4	1703	9.5%
6	1574	8.8%
5	1556	8.7%
7	1418	7.9%
0	1230	6.9%
9	1178	6.6%
8	1077	6.0%

Other Punctuation

Value	Count	Frequency (%)
,	303	99.3%
.	1	0.3%
&	1	0.3%

Space Separator

Value	Count	Frequency (%)
	17824	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4041	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4041	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	564	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	69099	60.7%
Common	44709	39.3%
Latin	53	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5607	8.1%
동	4901	7.1%
부	4413	6.4%
시	4341	6.3%
광	4325	6.3%
역	4254	6.2%
로	4150	6.0%
구	4102	5.9%
사	3199	4.6%
길	2376	3.4%
Other values (345)	27431	39.7%

Common

Value	Count	Frequency (%)
	17824	39.9%
)	4041	9.0%
(	4041	9.0%
1	3440	7.7%
2	2542	5.7%
3	2215	5.0%
4	1703	3.8%
6	1574	3.5%
5	1556	3.5%
7	1418	3.2%
Other values (8)	4355	9.7%

Latin

Value	Count	Frequency (%)
S	8	15.1%
C	7	13.2%
A	6	11.3%
B	6	11.3%
K	5	9.4%
P	3	5.7%
E	3	5.7%
H	3	5.7%
Y	3	5.7%
U	3	5.7%
Other values (5)	6	11.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	69099	60.7%
ASCII	44762	39.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17824	39.8%
)	4041	9.0%
(	4041	9.0%
1	3440	7.7%
2	2542	5.7%
3	2215	4.9%
4	1703	3.8%
6	1574	3.5%
5	1556	3.5%
7	1418	3.2%
Other values (23)	4408	9.8%

Hangul

Value	Count	Frequency (%)
산	5607	8.1%
동	4901	7.1%
부	4413	6.4%
시	4341	6.3%
광	4325	6.3%
역	4254	6.2%
로	4150	6.0%
구	4102	5.9%
사	3199	4.6%
길	2376	3.4%
Other values (345)	27431	39.7%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	493
Distinct (%)	17.4%
Missing	2898
Missing (%)	50.5%
Infinite	0
Infinite (%)	0.0%
Mean	469649.05

Minimum	6151
Maximum	621270
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.5 KiB

Quantile statistics

Minimum	6151
5-th percentile	46751
Q1	49488.5
median	617805
Q3	617826
95-th percentile	618270
Maximum	621270
Range	615119
Interquartile range (IQR)	568337.5

Descriptive statistics

Standard deviation	249451.68
Coefficient of variation (CV)	0.53114486
Kurtosis	-0.78755528
Mean	469649.05
Median Absolute Deviation (MAD)	38
Skewness	-1.1010796
Sum	1.3314551 × 10⁹
Variance	6.2226142 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
617825	191	3.3%
617814	191	3.3%
617843	174	3.0%
617826	160	2.8%
617805	153	2.7%
617844	143	2.5%
617823	131	2.3%
617804	85	1.5%
617801	68	1.2%
617800	58	1.0%
Other values (483)	1481	25.8%
(Missing)	2898	50.5%

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	8	0.1%
46028	11	0.2%
46031	2	< 0.1%
46033	1	< 0.1%

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

사업장명
Text

Distinct	4490
Distinct (%)	78.3%
Missing	0
Missing (%)	0.0%
Memory size	44.9 KiB

Length

Max length	29
Median length	27
Mean length	6.9843014
Min length	1

Characters and Unicode

Total characters	40041
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	3556 ?
Unique (%)	62.0%

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	40	0.6%
제2공장	20	0.3%
부산공장	17	0.3%
2공장	11	0.2%
부산지점	9	0.1%
대영산업	9	0.1%
영진금속	9	0.1%
대신금속	9	0.1%
대진금속	9	0.1%
부산광역시	8	0.1%
Other values (4619)	6045	97.7%

Most occurring characters

Value	Count	Frequency (%)
주	2676	6.7%
)	2582	6.4%
(	2570	6.4%
업	1459	3.6%
산	1188	3.0%
공	1040	2.6%
사	996	2.5%
동	830	2.1%
금	765	1.9%
대	684	1.7%
Other values (602)	25251	63.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	33571	83.8%
Close Punctuation	2583	6.5%
Open Punctuation	2571	6.4%
Space Separator	453	1.1%
Uppercase Letter	449	1.1%
Decimal Number	250	0.6%
Other Punctuation	79	0.2%
Lowercase Letter	40	0.1%
Other Symbol	38	0.1%
Dash Punctuation	7	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	2676	8.0%
업	1459	4.3%
산	1188	3.5%
공	1040	3.1%
사	996	3.0%
동	830	2.5%
금	765	2.3%
대	684	2.0%
성	642	1.9%
정	611	1.8%
Other values (535)	22680	67.6%

Uppercase Letter

Value	Count	Frequency (%)
S	58	12.9%
C	53	11.8%
T	47	10.5%
M	31	6.9%
E	25	5.6%
P	24	5.3%
O	19	4.2%
G	19	4.2%
R	18	4.0%
N	18	4.0%
Other values (13)	137	30.5%

Lowercase Letter

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

Decimal Number

Value	Count	Frequency (%)
2	100	40.0%
1	73	29.2%
3	34	13.6%
0	14	5.6%
4	8	3.2%
6	7	2.8%
5	6	2.4%
7	4	1.6%
9	3	1.2%
8	1	0.4%

Other Punctuation

Value	Count	Frequency (%)
.	46	58.2%
&	17	21.5%
,	8	10.1%
/	2	2.5%
;	2	2.5%
#	1	1.3%
·	1	1.3%
＆	1	1.3%
'	1	1.3%

Close Punctuation

Value	Count	Frequency (%)
)	2582	> 99.9%
]	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	2570	> 99.9%
[	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	453	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	33608	83.9%
Common	5943	14.8%
Latin	489	1.2%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	2676	8.0%
업	1459	4.3%
산	1188	3.5%
공	1040	3.1%
사	996	3.0%
동	830	2.5%
금	765	2.3%
대	684	2.0%
성	642	1.9%
정	611	1.8%
Other values (535)	22717	67.6%

Latin

Value	Count	Frequency (%)
S	58	11.9%
C	53	10.8%
T	47	9.6%
M	31	6.3%
E	25	5.1%
P	24	4.9%
O	19	3.9%
G	19	3.9%
R	18	3.7%
N	18	3.7%
Other values (31)	177	36.2%

Common

Value	Count	Frequency (%)
)	2582	43.4%
(	2570	43.2%
	453	7.6%
2	100	1.7%
1	73	1.2%
.	46	0.8%
3	34	0.6%
&	17	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	33564	83.8%
ASCII	6430	16.1%
None	40	0.1%
Compat Jamo	6	< 0.1%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	2676	8.0%
업	1459	4.3%
산	1188	3.5%
공	1040	3.1%
사	996	3.0%
동	830	2.5%
금	765	2.3%
대	684	2.0%
성	642	1.9%
정	611	1.8%
Other values (529)	22673	67.6%

ASCII

Value	Count	Frequency (%)
)	2582	40.2%
(	2570	40.0%
	453	7.0%
2	100	1.6%
1	73	1.1%
S	58	0.9%
C	53	0.8%
T	47	0.7%
.	46	0.7%
3	34	0.5%
Other values (54)	414	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%
ㅇ	1	16.7%
ㅌ	1	16.7%
ㅏ	1	16.7%

CJK

Value	Count	Frequency (%)
木	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	5732
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0134032 × 10¹³

Minimum	2.0000818 × 10¹³
Maximum	2.021043 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.5 KiB

Quantile statistics

Minimum	2.0000818 × 10¹³
5-th percentile	2.0041112 × 10¹³
Q1	2.0070227 × 10¹³
median	2.0150903 × 10¹³
Q3	2.0190726 × 10¹³
95-th percentile	2.020123 × 10¹³
Maximum	2.021043 × 10¹³
Range	2.0961208 × 10¹¹
Interquartile range (IQR)	1.2049901 × 10¹¹

Descriptive statistics

Standard deviation	6.113899 × 10¹⁰
Coefficient of variation (CV)	0.0030365994
Kurtosis	-1.4289227
Mean	2.0134032 × 10¹³
Median Absolute Deviation (MAD)	4.9213041 × 10¹⁰
Skewness	-0.36710029
Sum	1.1542841 × 10¹⁷
Variance	3.7379761 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20051126144103	2	< 0.1%
20200324152922	1	< 0.1%
20030604162330	1	< 0.1%
20040907171302	1	< 0.1%
20040811153214	1	< 0.1%
20031029110853	1	< 0.1%
20030602155812	1	< 0.1%
20181114101244	1	< 0.1%
20040907135953	1	< 0.1%
20010512114950	1	< 0.1%
Other values (5722)	5722	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 (%)
20210430202939	1	< 0.1%
20210430152022	1	< 0.1%
20210430143900	1	< 0.1%
20210430143838	1	< 0.1%
20210430132303	1	< 0.1%
20210430104546	1	< 0.1%
20210430103942	1	< 0.1%
20210429184351	1	< 0.1%
20210429101741	1	< 0.1%
20210428185354	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.9 KiB

I	3705
U	2028

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	3705	64.6%
U	2028	35.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3705	64.6%
u	2028	35.4%

데이터갱신일자
Date

Distinct	657
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Memory size	44.9 KiB

Minimum	2018-09-06 23:59:59
Maximum	2021-05-02 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Text

MISSING

Distinct	453
Distinct (%)	17.9%
Missing	3196
Missing (%)	55.7%
Memory size	44.9 KiB

Length

Max length	32
Median length	24
Mean length	10.864801
Min length	2

Characters and Unicode

Total characters	27564
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	200 ?
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	1118	14.3%
및	826	10.6%
기타	553	7.1%
자동차	322	4.1%
도금업	292	3.7%
수리업	211	2.7%
조립금속제품	198	2.5%
종합	135	1.7%
그외	107	1.4%
제외	98	1.3%
Other values (587)	3946	50.6%

Most occurring characters

Value	Count	Frequency (%)
	5270	19.1%
업	2471	9.0%
제	1957	7.1%
조	1511	5.5%
기	898	3.3%
및	848	3.1%
금	808	2.9%
품	789	2.9%
리	645	2.3%
타	578	2.1%
Other values (283)	11789	42.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22120	80.2%
Space Separator	5270	19.1%
Other Punctuation	159	0.6%
Decimal Number	15	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	2471	11.2%
제	1957	8.8%
조	1511	6.8%
기	898	4.1%
및	848	3.8%
금	808	3.7%
품	789	3.6%
리	645	2.9%
타	578	2.6%
속	474	2.1%
Other values (278)	11141	50.4%

Other Punctuation

Value	Count	Frequency (%)
,	143	89.9%
·	11	6.9%
;	5	3.1%

Space Separator

Value	Count	Frequency (%)
	5270	100.0%

Decimal Number

Value	Count	Frequency (%)
1	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	22120	80.2%
Common	5444	19.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	2471	11.2%
제	1957	8.8%
조	1511	6.8%
기	898	4.1%
및	848	3.8%
금	808	3.7%
품	789	3.6%
리	645	2.9%
타	578	2.6%
속	474	2.1%
Other values (278)	11141	50.4%

Common

Value	Count	Frequency (%)
	5270	96.8%
,	143	2.6%
1	15	0.3%
·	11	0.2%
;	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	22120	80.2%
ASCII	5433	19.7%
None	11	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5270	97.0%
,	143	2.6%
1	15	0.3%
;	5	0.1%

Hangul

Value	Count	Frequency (%)
업	2471	11.2%
제	1957	8.8%
조	1511	6.8%
기	898	4.1%
및	848	3.8%
금	808	3.7%
품	789	3.6%
리	645	2.9%
타	578	2.6%
속	474	2.1%
Other values (278)	11141	50.4%

None

Value	Count	Frequency (%)
·	11	100.0%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	3296
Distinct (%)	75.1%
Missing	1347
Missing (%)	23.5%
Infinite	0
Infinite (%)	0.0%
Mean	382559.13

Minimum	203846.91
Maximum	409312.53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.5 KiB

Quantile statistics

Minimum	203846.91
5-th percentile	368350.8
Q1	379682.1
median	380564.92
Q3	385726.45
95-th percentile	399134.6
Maximum	409312.53
Range	205465.62
Interquartile range (IQR)	6044.3483

Descriptive statistics

Standard deviation	8229.4426
Coefficient of variation (CV)	0.021511557
Kurtosis	50.915118
Mean	382559.13
Median Absolute Deviation (MAD)	1321.0783
Skewness	-1.7559846
Sum	1.6779044 × 10⁹
Variance	67723725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
379286.807180708	15	0.3%
379676.739126262	10	0.2%
378066.045463306	9	0.2%
369030.767256382	9	0.2%
393613.739814618	7	0.1%
380591.628634156	7	0.1%
380235.651842785	7	0.1%
380034.200316414	7	0.1%
380604.591562269	6	0.1%
378095.188144635	6	0.1%
Other values (3286)	4303	75.1%
(Missing)	1347	23.5%

Minimum 10 values
Maximum 10 values

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

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

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	3295
Distinct (%)	75.1%
Missing	1347
Missing (%)	23.5%
Infinite	0
Infinite (%)	0.0%
Mean	185573.24

Minimum	173992.31
Maximum	444606.04
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.5 KiB

Quantile statistics

Minimum	173992.31
5-th percentile	176513.33
Q1	178736.8
median	185129.4
Q3	188945.64
95-th percentile	203878.87
Maximum	444606.04
Range	270613.73
Interquartile range (IQR)	10208.845

Descriptive statistics

Standard deviation	8154.2537
Coefficient of variation (CV)	0.043940892
Kurtosis	232.0356
Mean	185573.24
Median Absolute Deviation (MAD)	4284.4501
Skewness	7.9550596
Sum	8.1392424 × 10⁸
Variance	66491854
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	9	0.2%
192493.751896833	7	0.1%
184629.104887058	7	0.1%
185009.709198951	7	0.1%
189366.88271546	7	0.1%
185078.704454017	6	0.1%
178583.750710724	6	0.1%
Other values (3285)	4303	75.1%
(Missing)	1347	23.5%

Minimum 10 values
Maximum 10 values

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

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

환경업무구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.9 KiB

대기배출업소관리	5733

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	5733	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대기배출업소관리	5733	100.0%

업종구분명
Text

MISSING

Distinct	485
Distinct (%)	15.8%
Missing	2663
Missing (%)	46.5%
Memory size	44.9 KiB

Length

Max length	32
Median length	24
Mean length	10.747231
Min length	2

Characters and Unicode

Total characters	32994
Distinct characters	294
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	205 ?
Unique (%)	6.7%

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	1368	14.7%
및	965	10.4%
기타	687	7.4%
도금업	395	4.3%
자동차	337	3.6%
조립금속제품	231	2.5%
수리업	222	2.4%
종합	139	1.5%
가공업	128	1.4%
그외	117	1.3%
Other values (615)	4701	50.6%

Most occurring characters

Value	Count	Frequency (%)
	6221	18.9%
업	3012	9.1%
제	2473	7.5%
조	1898	5.8%
기	1086	3.3%
금	1064	3.2%
품	1012	3.1%
및	987	3.0%
리	718	2.2%
타	712	2.2%
Other values (284)	13811	41.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	26576	80.5%
Space Separator	6221	18.9%
Other Punctuation	177	0.5%
Decimal Number	20	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	3012	11.3%
제	2473	9.3%
조	1898	7.1%
기	1086	4.1%
금	1064	4.0%
품	1012	3.8%
및	987	3.7%
리	718	2.7%
타	712	2.7%
속	622	2.3%
Other values (279)	12992	48.9%

Other Punctuation

Value	Count	Frequency (%)
,	159	89.8%
·	13	7.3%
;	5	2.8%

Space Separator

Value	Count	Frequency (%)
	6221	100.0%

Decimal Number

Value	Count	Frequency (%)
1	20	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	26576	80.5%
Common	6418	19.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	3012	11.3%
제	2473	9.3%
조	1898	7.1%
기	1086	4.1%
금	1064	4.0%
품	1012	3.8%
및	987	3.7%
리	718	2.7%
타	712	2.7%
속	622	2.3%
Other values (279)	12992	48.9%

Common

Value	Count	Frequency (%)
	6221	96.9%
,	159	2.5%
1	20	0.3%
·	13	0.2%
;	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	26576	80.5%
ASCII	6405	19.4%
None	13	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6221	97.1%
,	159	2.5%
1	20	0.3%
;	5	0.1%

Hangul

Value	Count	Frequency (%)
업	3012	11.3%
제	2473	9.3%
조	1898	7.1%
기	1086	4.1%
금	1064	4.0%
품	1012	3.8%
및	987	3.7%
리	718	2.7%
타	712	2.7%
속	622	2.3%
Other values (279)	12992	48.9%

None

Value	Count	Frequency (%)
·	13	100.0%

종별명
Categorical

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.9 KiB

5종	3189
4종	1856
3종	316
2종	186
<NA>	132

Length

Max length	4
Median length	2
Mean length	2.0460492
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	3189	55.6%
4종	1856	32.4%
3종	316	5.5%
2종	186	3.2%
<NA>	132	2.3%
1종	54	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5종	3189	55.6%
4종	1856	32.4%
3종	316	5.5%
2종	186	3.2%
na	132	2.3%
1종	54	0.9%

주생산품명
Text

MISSING

Distinct	562
Distinct (%)	68.1%
Missing	4908
Missing (%)	85.6%
Memory size	44.9 KiB

Length

Max length	39
Median length	19
Mean length	6.2412121
Min length	1

Characters and Unicode

Total characters	5149
Distinct characters	389
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	451 ?
Unique (%)	54.7%

Sample

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

Value	Count	Frequency (%)
도금된	49	4.6%
자동차부품	31	2.9%
자동차	28	2.6%
산업기계부품	23	2.2%
도금된자동차부품	15	1.4%
외	14	1.3%
금속제품	13	1.2%
기계부품	12	1.1%
및	12	1.1%
도금	9	0.9%
Other values (591)	851	80.5%

Most occurring characters

Value	Count	Frequency (%)
품	293	5.7%
	232	4.5%
부	212	4.1%
된	188	3.7%
금	183	3.6%
도	164	3.2%
자	151	2.9%
기	149	2.9%
차	142	2.8%
동	127	2.5%
Other values (379)	3308	64.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4442	86.3%
Space Separator	232	4.5%
Uppercase Letter	197	3.8%
Lowercase Letter	110	2.1%
Decimal Number	72	1.4%
Other Punctuation	58	1.1%
Close Punctuation	14	0.3%
Open Punctuation	14	0.3%
Dash Punctuation	10	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
품	293	6.6%
부	212	4.8%
된	188	4.2%
금	183	4.1%
도	164	3.7%
자	151	3.4%
기	149	3.4%
차	142	3.2%
동	127	2.9%
리	105	2.4%
Other values (317)	2728	61.4%

Uppercase Letter

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

Lowercase Letter

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

Decimal Number

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

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	232	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	14	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	14	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4442	86.3%
Common	400	7.8%
Latin	307	6.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
품	293	6.6%
부	212	4.8%
된	188	4.2%
금	183	4.1%
도	164	3.7%
자	151	3.4%
기	149	3.4%
차	142	3.2%
동	127	2.9%
리	105	2.4%
Other values (317)	2728	61.4%

Latin

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

Common

Value	Count	Frequency (%)
	232	58.0%
,	54	13.5%
1	18	4.5%
)	14	3.5%
(	14	3.5%
-	10	2.5%
0	10	2.5%
3	10	2.5%
6	7	1.8%
5	6	1.5%
Other values (8)	25	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4442	86.3%
ASCII	707	13.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
품	293	6.6%
부	212	4.8%
된	188	4.2%
금	183	4.1%
도	164	3.7%
자	151	3.4%
기	149	3.4%
차	142	3.2%
동	127	2.9%
리	105	2.4%
Other values (317)	2728	61.4%

ASCII

Value	Count	Frequency (%)
	232	32.8%
,	54	7.6%
E	28	4.0%
1	18	2.5%
L	17	2.4%
e	16	2.3%
C	16	2.3%
P	16	2.3%
)	14	2.0%
(	14	2.0%
Other values (52)	282	39.9%

배출시설조업시간
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	170
Distinct (%)	3.5%
Missing	868
Missing (%)	15.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.897665

Minimum	0
Maximum	365
Zeros	1061
Zeros (%)	18.5%
Negative	0
Negative (%)	0.0%
Memory size	50.5 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	7.7742387
Coefficient of variation (CV)	1.1270827
Kurtosis	929.42399
Mean	6.897665
Median Absolute Deviation (MAD)	1
Skewness	20.976448
Sum	33557.14
Variance	60.438788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.0	2280	39.8%
0.0	1061	18.5%
24.0	196	3.4%
2.0	192	3.3%
4.0	142	2.5%
6.0	126	2.2%
10.0	117	2.0%
3.0	87	1.5%
5.0	66	1.2%
12.0	63	1.1%
Other values (160)	535	9.3%
(Missing)	868	15.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1061	18.5%
0.2	1	< 0.1%
0.4	1	< 0.1%
0.6	1	< 0.1%
0.66	1	< 0.1%
1.0	32	0.6%
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	167
Distinct (%)	3.8%
Missing	1289
Missing (%)	22.5%
Infinite	0
Infinite (%)	0.0%
Mean	222.33956

Minimum	0
Maximum	365
Zeros	1034
Zeros (%)	18.0%
Negative	0
Negative (%)	0.0%
Memory size	50.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	116
median	300
Q3	300
95-th percentile	300
Maximum	365
Range	365
Interquartile range (IQR)	184

Descriptive statistics

Standard deviation	128.96321
Coefficient of variation (CV)	0.58002817
Kurtosis	-0.74824278
Mean	222.33956
Median Absolute Deviation (MAD)	0
Skewness	-1.0615238
Sum	988077
Variance	16631.509
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300	2661	46.4%
0	1034	18.0%
365	89	1.6%
240	80	1.4%
250	42	0.7%
260	24	0.4%
264	20	0.3%
312	19	0.3%
280	18	0.3%
180	15	0.3%
Other values (157)	442	7.7%
(Missing)	1289	22.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1034	18.0%
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	89	1.6%
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	2219
Missing (%)	38.7%
Infinite	0
Infinite (%)	0.0%
Mean	6.31786

Minimum	0
Maximum	310
Zeros	1115
Zeros (%)	19.4%
Negative	0
Negative (%)	0.0%
Memory size	50.5 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	13.419062
Coefficient of variation (CV)	2.1239885
Kurtosis	343.45794
Mean	6.31786
Median Absolute Deviation (MAD)	4
Skewness	16.714893
Sum	22200.96
Variance	180.07122
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.0	1415	24.7%
0.0	1115	19.4%
2.0	177	3.1%
24.0	129	2.3%
4.0	107	1.9%
6.0	105	1.8%
3.0	72	1.3%
10.0	60	1.0%
5.0	46	0.8%
12.0	37	0.6%
Other values (67)	251	4.4%
(Missing)	2219	38.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1115	19.4%
0.2	1	< 0.1%
1.0	25	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	129	2.3%
23.0	3	0.1%

방지시설연간가동일수
Real number (ℝ)

MISSING ZEROS

Distinct	131
Distinct (%)	3.5%
Missing	1974
Missing (%)	34.4%
Infinite	0
Infinite (%)	0.0%
Mean	203.75499

Minimum	0
Maximum	365
Zeros	1116
Zeros (%)	19.5%
Negative	0
Negative (%)	0.0%
Memory size	50.5 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	138.41411
Coefficient of variation (CV)	0.67931643
Kurtosis	-1.3725009
Mean	203.75499
Median Absolute Deviation (MAD)	0
Skewness	-0.72901709
Sum	765915
Variance	19158.466
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300	2063	36.0%
0	1116	19.5%
365	86	1.5%
240	82	1.4%
250	47	0.8%
260	22	0.4%
264	18	0.3%
312	17	0.3%
200	13	0.2%
280	11	0.2%
Other values (121)	284	5.0%
(Missing)	1974	34.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1116	19.5%
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	86	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	4	0.1%

Unnamed: 36
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5733
Missing (%)	100.0%
Memory size	50.5 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
5723	5724	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>
5724	5725	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>
5725	5726	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>
5726	5727	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>
5727	5728	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>
5728	5729	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>
5729	5730	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>
5730	5731	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>
5731	5732	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>
5732	5733	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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