gimi9 Pandas Profiling

Dataset statistics

Number of variables	36
Number of observations	4172
Missing cells	31186
Missing cells (%)	20.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.2 MiB
Average record size in memory	309.0 B

Variable types

Numeric	14
Categorical	11
Unsupported	3
Text	7
DateTime	1

Dataset

Description	6270000_대구광역시_09_30_08_P_대기오염물질배출시설설치사업장_5월
Author	대구광역시
URL	http://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000085195&dataSetDetailId=DDI_0000085263&provdMethod=FILE

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스ID` has constant value ""	Constant
`환경업무구분명` has constant value ""	Constant
`휴업시작일자` is highly imbalanced (99.7%)	Imbalance
`휴업종료일자` is highly imbalanced (99.7%)	Imbalance
`인허가일자` has 140 (3.4%) missing values	Missing
`인허가취소일자` has 4172 (100.0%) missing values	Missing
`폐업일자` has 2425 (58.1%) missing values	Missing
`재개업일자` has 4172 (100.0%) missing values	Missing
`소재지전화` has 661 (15.8%) missing values	Missing
`소재지면적` has 4172 (100.0%) missing values	Missing
`소재지우편번호` has 3249 (77.9%) missing values	Missing
`소재지전체주소` has 159 (3.8%) missing values	Missing
`도로명전체주소` has 1053 (25.2%) missing values	Missing
`도로명우편번호` has 2570 (61.6%) missing values	Missing
`업태구분명` has 1401 (33.6%) missing values	Missing
`좌표정보(X)` has 941 (22.6%) missing values	Missing
`좌표정보(Y)` has 941 (22.6%) missing values	Missing
`업종구분명` has 1401 (33.6%) missing values	Missing
`주생산품명` has 2794 (67.0%) missing values	Missing
`배출시설조업시간` has 56 (1.3%) missing values	Missing
`배출시설연간가동일수` has 59 (1.4%) missing values	Missing
`방지시설조업시간` has 416 (10.0%) missing values	Missing
`방지시설연간가동일수` has 404 (9.7%) missing values	Missing
`배출시설조업시간` is highly skewed (γ1 = 44.79576466)	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
`배출시설조업시간` has 1376 (33.0%) zeros	Zeros
`배출시설연간가동일수` has 1390 (33.3%) zeros	Zeros
`방지시설조업시간` has 1375 (33.0%) zeros	Zeros
`방지시설연간가동일수` has 1382 (33.1%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 18:22:17.344173
Analysis finished	2023-12-10 18:22:20.455338
Duration	3.11 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	4172
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2086.5

Minimum	1
Maximum	4172
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	1
5-th percentile	209.55
Q1	1043.75
median	2086.5
Q3	3129.25
95-th percentile	3963.45
Maximum	4172
Range	4171
Interquartile range (IQR)	2085.5

Descriptive statistics

Standard deviation	1204.497
Coefficient of variation (CV)	0.57728109
Kurtosis	-1.2
Mean	2086.5
Median Absolute Deviation (MAD)	1043
Skewness	0
Sum	8704878
Variance	1450813
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
2773	1	< 0.1%
2775	1	< 0.1%
2776	1	< 0.1%
2777	1	< 0.1%
2778	1	< 0.1%
2779	1	< 0.1%
2780	1	< 0.1%
2781	1	< 0.1%
2782	1	< 0.1%
Other values (4162)	4162	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 (%)
4172	1	< 0.1%
4171	1	< 0.1%
4170	1	< 0.1%
4169	1	< 0.1%
4168	1	< 0.1%
4167	1	< 0.1%
4166	1	< 0.1%
4165	1	< 0.1%
4164	1	< 0.1%
4163	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.7 KiB

대기오염물질배출시설설치사업장	4172

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	4172	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대기오염물질배출시설설치사업장	4172	100.0%

개방서비스ID
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.7 KiB

09_30_08_P	4172

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	4172	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
09_30_08_p	4172	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3456404.6

Minimum	3410000
Maximum	3480000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	3410000
5-th percentile	3430000
Q1	3430000
median	3470000
Q3	3470000
95-th percentile	3480000
Maximum	3480000
Range	70000
Interquartile range (IQR)	40000

Descriptive statistics

Standard deviation	20503.545
Coefficient of variation (CV)	0.0059320442
Kurtosis	-1.3374601
Mean	3456404.6
Median Absolute Deviation (MAD)	10000
Skewness	-0.49680791
Sum	1.442012 × 10¹⁰
Variance	4.2039536 × 10⁸
Monotonicity	Increasing

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3470000	1668	40.0%
3430000	1085	26.0%
3480000	687	16.5%
3450000	444	10.6%
3420000	166	4.0%
3460000	76	1.8%
3410000	29	0.7%
3440000	17	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3410000	29	0.7%
3420000	166	4.0%
3430000	1085	26.0%
3440000	17	0.4%
3450000	444	10.6%
3460000	76	1.8%
3470000	1668	40.0%
3480000	687	16.5%

Value	Count	Frequency (%)
3480000	687	16.5%
3470000	1668	40.0%
3460000	76	1.8%
3450000	444	10.6%
3440000	17	0.4%
3430000	1085	26.0%
3420000	166	4.0%
3410000	29	0.7%

관리번호
Real number (ℝ)

UNIQUE

Distinct	4172
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4564048 × 10¹⁷

Minimum	3.4100002 × 10¹⁷
Maximum	3.4800002 × 10¹⁷
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	3.4100002 × 10¹⁷
5-th percentile	3.4300002 × 10¹⁷
Q1	3.4300002 × 10¹⁷
median	3.4700002 × 10¹⁷
Q3	3.4700002 × 10¹⁷
95-th percentile	3.4800002 × 10¹⁷
Maximum	3.4800002 × 10¹⁷
Range	7 × 10¹⁵
Interquartile range (IQR)	4 × 10¹⁵

Descriptive statistics

Standard deviation	2.0503545 × 10¹⁵
Coefficient of variation (CV)	0.0059320439
Kurtosis	-1.3374601
Mean	3.4564048 × 10¹⁷
Median Absolute Deviation (MAD)	1 × 10¹⁵
Skewness	-0.49680791
Sum	3.1660507 × 10¹⁸
Variance	4.2039536 × 10³⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
341000021201500014	1	< 0.1%
347000021199500044	1	< 0.1%
347000021199500046	1	< 0.1%
347000021199600001	1	< 0.1%
347000021199600002	1	< 0.1%
347000021199600004	1	< 0.1%
347000021199600005	1	< 0.1%
347000021199600006	1	< 0.1%
347000021199600007	1	< 0.1%
347000021198700008	1	< 0.1%
Other values (4162)	4162	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
341000021200400001	1	< 0.1%
341000021200400002	1	< 0.1%
341000021200700001	1	< 0.1%
341000021201400001	1	< 0.1%
341000021201500001	1	< 0.1%
341000021201500002	1	< 0.1%
341000021201500004	1	< 0.1%
341000021201500005	1	< 0.1%
341000021201500006	1	< 0.1%
341000021201500008	1	< 0.1%

Value	Count	Frequency (%)
348000021202000009	1	< 0.1%
348000021202000008	1	< 0.1%
348000021202000007	1	< 0.1%
348000021202000006	1	< 0.1%
348000021202000005	1	< 0.1%
348000021202000004	1	< 0.1%
348000021202000003	1	< 0.1%
348000021202000002	1	< 0.1%
348000021202000001	1	< 0.1%
348000021201900035	1	< 0.1%

인허가일자
Real number (ℝ)

MISSING

Distinct	2581
Distinct (%)	64.0%
Missing	140
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	20030883

Minimum	19010101
Maximum	20200528
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	19010101
5-th percentile	19870111
Q1	19990824
median	20040701
Q3	20120424
95-th percentile	20170964
Maximum	20200528
Range	1190427
Interquartile range (IQR)	129600.5

Descriptive statistics

Standard deviation	147699.5
Coefficient of variation (CV)	0.0073735892
Kurtosis	27.018851
Mean	20030883
Median Absolute Deviation (MAD)	70276
Skewness	-4.3000434
Sum	8.0764519 × 10¹⁰
Variance	2.1815142 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20040701	76	1.8%
19010101	52	1.2%
20040702	48	1.2%
20040621	36	0.9%
20040628	25	0.6%
20040630	24	0.6%
20120322	23	0.6%
19840210	18	0.4%
19940427	16	0.4%
20040603	13	0.3%
Other values (2571)	3701	88.7%
(Missing)	140	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19010101	52	1.2%
19240212	1	< 0.1%
19740905	1	< 0.1%
19760816	1	< 0.1%
19780108	1	< 0.1%
19781004	1	< 0.1%
19781123	1	< 0.1%
19781205	1	< 0.1%
19781229	1	< 0.1%
19790220	6	0.1%

Value	Count	Frequency (%)
20200528	1	< 0.1%
20200515	1	< 0.1%
20200330	3	0.1%
20200317	1	< 0.1%
20200303	1	< 0.1%
20200228	1	< 0.1%
20200218	1	< 0.1%
20200217	1	< 0.1%
20200130	3	0.1%
20200121	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4172
Missing (%)	100.0%
Memory size	36.8 KiB

영업상태구분코드
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.7 KiB

3	1920
1	1867
4	375
2	10

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	1920	46.0%
1	1867	44.8%
4	375	9.0%
2	10	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1920	46.0%
1	1867	44.8%
4	375	9.0%
2	10	0.2%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.7 KiB

폐업	1920
영업/정상	1867
취소/말소/만료/정지/중지	375
휴업	10

Length

Max length	14
Median length	5
Mean length	4.4211409
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	영업/정상
2nd row	취소/말소/만료/정지/중지
3rd row	영업/정상
4th row	영업/정상
5th row	영업/정상

Common Values

Value	Count	Frequency (%)
폐업	1920	46.0%
영업/정상	1867	44.8%
취소/말소/만료/정지/중지	375	9.0%
휴업	10	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1920	46.0%
영업/정상	1867	44.8%
취소/말소/만료/정지/중지	375	9.0%
휴업	10	0.2%

상세영업상태코드
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.7 KiB

2	1920
11	1867
4	375
1	10

Length

Max length	2
Median length	1
Mean length	1.4475072
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	1920	46.0%
11	1867	44.8%
4	375	9.0%
1	10	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1920	46.0%
11	1867	44.8%
4	375	9.0%
1	10	0.2%

상세영업상태명
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.7 KiB

폐업	1920
영업	1867
폐쇄	375
휴업	10

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1920	46.0%
영업	1867	44.8%
폐쇄	375	9.0%
휴업	10	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1920	46.0%
영업	1867	44.8%
폐쇄	375	9.0%
휴업	10	0.2%

폐업일자
Real number (ℝ)

MISSING

Distinct	1095
Distinct (%)	62.7%
Missing	2425
Missing (%)	58.1%
Infinite	0
Infinite (%)	0.0%
Mean	20091629

Minimum	19930721
Maximum	20200529
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	19930721
5-th percentile	20030551
Q1	20050428
median	20081008
Q3	20130308
95-th percentile	20190326
Maximum	20200529
Range	269808
Interquartile range (IQR)	79880

Descriptive statistics

Standard deviation	50916.639
Coefficient of variation (CV)	0.0025342215
Kurtosis	-0.67012152
Mean	20091629
Median Absolute Deviation (MAD)	39600
Skewness	0.58735647
Sum	3.5100076 × 10¹⁰
Variance	2.5925041 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20081118	69	1.7%
20081008	52	1.2%
20040701	38	0.9%
20081006	38	0.9%
20040907	21	0.5%
20091221	17	0.4%
20091216	11	0.3%
20091218	11	0.3%
20040630	10	0.2%
20040601	10	0.2%
Other values (1085)	1470	35.2%
(Missing)	2425	58.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19930721	1	< 0.1%
19940225	1	< 0.1%
20001018	1	< 0.1%
20001108	1	< 0.1%
20001216	1	< 0.1%
20001219	1	< 0.1%
20010131	1	< 0.1%
20010205	1	< 0.1%
20010208	1	< 0.1%
20010310	1	< 0.1%

Value	Count	Frequency (%)
20200529	1	< 0.1%
20200528	1	< 0.1%
20200525	1	< 0.1%
20200430	1	< 0.1%
20200413	1	< 0.1%
20200403	1	< 0.1%
20200401	1	< 0.1%
20200327	1	< 0.1%
20200317	2	< 0.1%
20200316	1	< 0.1%

휴업시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.7 KiB

<NA>	4171
20181101	1

Length

Max length	8
Median length	4
Mean length	4.0009588
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>	4171	> 99.9%
20181101	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4171	> 99.9%
20181101	1	< 0.1%

휴업종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.7 KiB

<NA>	4171
20201031	1

Length

Max length	8
Median length	4
Mean length	4.0009588
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>	4171	> 99.9%
20201031	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4171	> 99.9%
20201031	1	< 0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4172
Missing (%)	100.0%
Memory size	36.8 KiB

소재지전화
Text

MISSING

Distinct	3271
Distinct (%)	93.2%
Missing	661
Missing (%)	15.8%
Memory size	32.7 KiB

Length

Max length	17
Median length	13
Mean length	9.8823697
Min length	3

Characters and Unicode

Total characters	34697
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	3057 ?
Unique (%)	87.1%

Sample

1st row	593-3198
2nd row	053-251-6019
3rd row	0534288984
4th row	0532502000
5th row	0532579663

Value	Count	Frequency (%)
053	511	10.0%
581	121	2.4%
582	78	1.5%
583	67	1.3%
354	36	0.7%
356	26	0.5%
562	25	0.5%
584	23	0.5%
567	23	0.5%
053615	23	0.5%
Other values (3234)	4176	81.7%

Most occurring characters

Value	Count	Frequency (%)
5	7186	20.7%
3	5212	15.0%
0	5058	14.6%
1	3153	9.1%
8	2580	7.4%
6	2475	7.1%
2	2088	6.0%
7	1676	4.8%
	1610	4.6%
4	1593	4.6%
Other values (4)	2066	6.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32450	93.5%
Space Separator	1610	4.6%
Dash Punctuation	635	1.8%
Close Punctuation	1	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	7186	22.1%
3	5212	16.1%
0	5058	15.6%
1	3153	9.7%
8	2580	8.0%
6	2475	7.6%
2	2088	6.4%
7	1676	5.2%
4	1593	4.9%
9	1429	4.4%

Space Separator

Value	Count	Frequency (%)
	1610	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	635	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	34697	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	7186	20.7%
3	5212	15.0%
0	5058	14.6%
1	3153	9.1%
8	2580	7.4%
6	2475	7.1%
2	2088	6.0%
7	1676	4.8%
	1610	4.6%
4	1593	4.6%
Other values (4)	2066	6.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34697	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	7186	20.7%
3	5212	15.0%
0	5058	14.6%
1	3153	9.1%
8	2580	7.4%
6	2475	7.1%
2	2088	6.0%
7	1676	4.8%
	1610	4.6%
4	1593	4.6%
Other values (4)	2066	6.0%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4172
Missing (%)	100.0%
Memory size	36.8 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	115
Distinct (%)	12.5%
Missing	3249
Missing (%)	77.9%
Infinite	0
Infinite (%)	0.0%
Mean	693026.93

Minimum	4
Maximum	711891
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	4
5-th percentile	701300
Q1	704070
median	704330
Q3	704900
95-th percentile	711855
Maximum	711891
Range	711887
Interquartile range (IQR)	830

Descriptive statistics

Standard deviation	92053.558
Coefficient of variation (CV)	0.13282826
Kurtosis	52.902896
Mean	693026.93
Median Absolute Deviation (MAD)	500
Skewness	-7.3984736
Sum	6.3966386 × 10⁸
Variance	8.4738575 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
704190	63	1.5%
703830	58	1.4%
704900	55	1.3%
711855	39	0.9%
704330	39	0.9%
704801	37	0.9%
704400	36	0.9%
704170	35	0.8%
703833	34	0.8%
704200	32	0.8%
Other values (105)	495	11.9%
(Missing)	3249	77.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	< 0.1%
8	1	< 0.1%
704	14	0.3%
700761	1	< 0.1%
701040	1	< 0.1%
701050	2	< 0.1%
701140	1	< 0.1%
701180	1	< 0.1%
701190	1	< 0.1%
701230	6	0.1%

Value	Count	Frequency (%)
711891	7	0.2%
711890	2	< 0.1%
711882	1	< 0.1%
711874	3	0.1%
711873	1	< 0.1%
711871	4	0.1%
711863	2	< 0.1%
711860	1	< 0.1%
711858	3	0.1%
711857	3	0.1%

소재지전체주소
Text

MISSING

Distinct	3004
Distinct (%)	74.9%
Missing	159
Missing (%)	3.8%
Memory size	32.7 KiB

Length

Max length	45
Median length	40
Mean length	22.654124
Min length	13

Characters and Unicode

Total characters	90911
Distinct characters	206
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	2314 ?
Unique (%)	57.7%

Sample

1st row	대구광역시 중구 수창동 47-1번지
2nd row	대구광역시 중구 남일동 138-3번지 국민은행대구지점
3rd row	대구광역시 중구 대봉동 111-1번지
4th row	대구광역시 중구 덕산동 53-3번지 동아쇼핑센터
5th row	대구광역시 중구 동산동 234번지 대구제일교회교육관

Value	Count	Frequency (%)
대구광역시	4013	23.5%
달서구	1460	8.5%
서구	1031	6.0%
달성군	842	4.9%
북구	438	2.6%
이현동	369	2.2%
갈산동	369	2.2%
비산동	348	2.0%
논공읍	333	1.9%
중리동	264	1.5%
Other values (3043)	7616	44.6%

Most occurring characters

Value	Count	Frequency (%)
	17098	18.8%
구	7338	8.1%
대	4295	4.7%
시	4015	4.4%
역	4014	4.4%
광	4014	4.4%
지	4006	4.4%
번	3800	4.2%
1	3444	3.8%
동	3443	3.8%
Other values (196)	35444	39.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	52795	58.1%
Decimal Number	17493	19.2%
Space Separator	17098	18.8%
Dash Punctuation	3093	3.4%
Uppercase Letter	156	0.2%
Close Punctuation	123	0.1%
Open Punctuation	106	0.1%
Other Punctuation	42	< 0.1%
Lowercase Letter	4	< 0.1%
Other Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	7338	13.9%
대	4295	8.1%
시	4015	7.6%
역	4014	7.6%
광	4014	7.6%
지	4006	7.6%
번	3800	7.2%
동	3443	6.5%
서	2529	4.8%
달	2305	4.4%
Other values (175)	13036	24.7%

Decimal Number

Value	Count	Frequency (%)
1	3444	19.7%
2	2349	13.4%
0	2005	11.5%
3	1994	11.4%
4	1594	9.1%
5	1322	7.6%
6	1283	7.3%
9	1238	7.1%
7	1210	6.9%
8	1054	6.0%

Uppercase Letter

Value	Count	Frequency (%)
B	82	52.6%
L	69	44.2%
A	4	2.6%
C	1	0.6%

Space Separator

Value	Count	Frequency (%)
	17098	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3093	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	123	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	106	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	42	100.0%

Lowercase Letter

Value	Count	Frequency (%)
b	4	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	52796	58.1%
Common	37955	41.7%
Latin	160	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	7338	13.9%
대	4295	8.1%
시	4015	7.6%
역	4014	7.6%
광	4014	7.6%
지	4006	7.6%
번	3800	7.2%
동	3443	6.5%
서	2529	4.8%
달	2305	4.4%
Other values (176)	13037	24.7%

Common

Value	Count	Frequency (%)
	17098	45.0%
1	3444	9.1%
-	3093	8.1%
2	2349	6.2%
0	2005	5.3%
3	1994	5.3%
4	1594	4.2%
5	1322	3.5%
6	1283	3.4%
9	1238	3.3%
Other values (5)	2535	6.7%

Latin

Value	Count	Frequency (%)
B	82	51.2%
L	69	43.1%
b	4	2.5%
A	4	2.5%
C	1	0.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	52795	58.1%
ASCII	38115	41.9%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17098	44.9%
1	3444	9.0%
-	3093	8.1%
2	2349	6.2%
0	2005	5.3%
3	1994	5.2%
4	1594	4.2%
5	1322	3.5%
6	1283	3.4%
9	1238	3.2%
Other values (10)	2695	7.1%

Hangul

Value	Count	Frequency (%)
구	7338	13.9%
대	4295	8.1%
시	4015	7.6%
역	4014	7.6%
광	4014	7.6%
지	4006	7.6%
번	3800	7.2%
동	3443	6.5%
서	2529	4.8%
달	2305	4.4%
Other values (175)	13036	24.7%

None

Value	Count	Frequency (%)
㈜	1	100.0%

도로명전체주소
Text

MISSING

Distinct	2710
Distinct (%)	86.9%
Missing	1053
Missing (%)	25.2%
Memory size	32.7 KiB

Length

Max length	49
Median length	44
Mean length	25.546329
Min length	19

Characters and Unicode

Total characters	79679
Distinct characters	283
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	2386 ?
Unique (%)	76.5%

Sample

1st row	대구광역시 중구 태평로 160 (북성로1가, 대우빌딩)
2nd row	대구광역시 중구 달성로26길 86 (수창동)
3rd row	대구광역시 중구 중앙대로 401, 국민은행대구지점 (남일동)
4th row	대구광역시 중구 국채보상로 611 (문화동, 대구시티센터)
5th row	대구광역시 중구 경상감영길 80 (포정동, 대구우체국)

Value	Count	Frequency (%)
대구광역시	3119	19.7%
달서구	1007	6.4%
서구	819	5.2%
달성군	621	3.9%
북구	428	2.7%
논공읍	309	2.0%
이현동	277	1.8%
비산동	272	1.7%
갈산동	242	1.5%
노원동3가	238	1.5%
Other values (1577)	8488	53.7%

Most occurring characters

Value	Count	Frequency (%)
	13434	16.9%
구	5889	7.4%
대	3642	4.6%
시	3130	3.9%
역	3124	3.9%
광	3122	3.9%
로	3034	3.8%
동	2933	3.7%
서	2910	3.7%
)	2593	3.3%
Other values (273)	35868	45.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	48465	60.8%
Space Separator	13434	16.9%
Decimal Number	11906	14.9%
Close Punctuation	2593	3.3%
Open Punctuation	2593	3.3%
Dash Punctuation	514	0.6%
Other Punctuation	146	0.2%
Uppercase Letter	27	< 0.1%
Other Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	5889	12.2%
대	3642	7.5%
시	3130	6.5%
역	3124	6.4%
광	3122	6.4%
로	3034	6.3%
동	2933	6.1%
서	2910	6.0%
길	2050	4.2%
달	2035	4.2%
Other values (248)	16596	34.2%

Decimal Number

Value	Count	Frequency (%)
1	2226	18.7%
3	1699	14.3%
2	1666	14.0%
5	1092	9.2%
4	1062	8.9%
6	995	8.4%
7	902	7.6%
9	806	6.8%
8	733	6.2%
0	725	6.1%

Uppercase Letter

Value	Count	Frequency (%)
B	10	37.0%
A	7	25.9%
L	3	11.1%
K	2	7.4%
E	1	3.7%
C	1	3.7%
S	1	3.7%
G	1	3.7%
T	1	3.7%

Space Separator

Value	Count	Frequency (%)
	13434	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2593	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2593	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	514	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	146	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	48466	60.8%
Common	31186	39.1%
Latin	27	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	5889	12.2%
대	3642	7.5%
시	3130	6.5%
역	3124	6.4%
광	3122	6.4%
로	3034	6.3%
동	2933	6.1%
서	2910	6.0%
길	2050	4.2%
달	2035	4.2%
Other values (249)	16597	34.2%

Common

Value	Count	Frequency (%)
	13434	43.1%
)	2593	8.3%
(	2593	8.3%
1	2226	7.1%
3	1699	5.4%
2	1666	5.3%
5	1092	3.5%
4	1062	3.4%
6	995	3.2%
7	902	2.9%
Other values (5)	2924	9.4%

Latin

Value	Count	Frequency (%)
B	10	37.0%
A	7	25.9%
L	3	11.1%
K	2	7.4%
E	1	3.7%
C	1	3.7%
S	1	3.7%
G	1	3.7%
T	1	3.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	48465	60.8%
ASCII	31213	39.2%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	13434	43.0%
)	2593	8.3%
(	2593	8.3%
1	2226	7.1%
3	1699	5.4%
2	1666	5.3%
5	1092	3.5%
4	1062	3.4%
6	995	3.2%
7	902	2.9%
Other values (14)	2951	9.5%

Hangul

Value	Count	Frequency (%)
구	5889	12.2%
대	3642	7.5%
시	3130	6.5%
역	3124	6.4%
광	3122	6.4%
로	3034	6.3%
동	2933	6.1%
서	2910	6.0%
길	2050	4.2%
달	2035	4.2%
Other values (248)	16596	34.2%

None

Value	Count	Frequency (%)
㈜	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	303
Distinct (%)	18.9%
Missing	2570
Missing (%)	61.6%
Infinite	0
Infinite (%)	0.0%
Mean	447178.22

Minimum	41007
Maximum	711892
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	41007
5-th percentile	41500
Q1	42718
median	702834.5
Q3	704833
95-th percentile	711855
Maximum	711892
Range	670885
Interquartile range (IQR)	662115

Descriptive statistics

Standard deviation	323538.46
Coefficient of variation (CV)	0.72351122
Kurtosis	-1.7964143
Mean	447178.22
Median Absolute Deviation (MAD)	8979.5
Skewness	-0.45338924
Sum	7.1637951 × 10⁸
Variance	1.0467713 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
704900	89	2.1%
704801	78	1.9%
702815	50	1.2%
711855	45	1.1%
704833	44	1.1%
704190	42	1.0%
703830	39	0.9%
703825	37	0.9%
702872	33	0.8%
704920	29	0.7%
Other values (293)	1116	26.7%
(Missing)	2570	61.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41007	1	< 0.1%
41052	1	< 0.1%
41060	1	< 0.1%
41061	1	< 0.1%
41074	1	< 0.1%
41078	10	0.2%
41079	4	0.1%
41081	4	0.1%
41082	1	< 0.1%
41097	1	< 0.1%

Value	Count	Frequency (%)
711892	9	0.2%
711891	18	0.4%
711890	2	< 0.1%
711882	2	< 0.1%
711874	2	< 0.1%
711871	2	< 0.1%
711861	1	< 0.1%
711860	1	< 0.1%
711858	19	0.5%
711857	16	0.4%

사업장명
Text

Distinct	3552
Distinct (%)	85.1%
Missing	0
Missing (%)	0.0%
Memory size	32.7 KiB

Length

Max length	27
Median length	25
Mean length	7.1689837
Min length	2

Characters and Unicode

Total characters	29909
Distinct characters	565
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	3060 ?
Unique (%)	73.3%

Sample

1st row	(주)대구에치티개발
2nd row	신일모터스
3rd row	(주)국민은행 대구지점
4th row	이지스티디에이치제32호사모부동사투자유한회사
5th row	대구우체국

Value	Count	Frequency (%)
주식회사	48	1.1%
대구공장	24	0.5%
제2공장	20	0.4%
2공장	13	0.3%
성서공장	10	0.2%
구	10	0.2%
대구지점	8	0.2%
비산공장	7	0.2%
태성산업	7	0.2%
대구사업소	6	0.1%
Other values (3648)	4383	96.6%

Most occurring characters

Value	Count	Frequency (%)
(	1947	6.5%
)	1925	6.4%
주	1851	6.2%
업	972	3.2%
공	821	2.7%
대	781	2.6%
산	739	2.5%
성	628	2.1%
구	483	1.6%
사	460	1.5%
Other values (555)	19302	64.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24700	82.6%
Open Punctuation	1948	6.5%
Close Punctuation	1926	6.4%
Uppercase Letter	369	1.2%
Space Separator	364	1.2%
Other Punctuation	216	0.7%
Other Symbol	201	0.7%
Decimal Number	165	0.6%
Lowercase Letter	14	< 0.1%
Dash Punctuation	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	1851	7.5%
업	972	3.9%
공	821	3.3%
대	781	3.2%
산	739	3.0%
성	628	2.5%
구	483	2.0%
사	460	1.9%
동	460	1.9%
정	457	1.9%
Other values (498)	17048	69.0%

Uppercase Letter

Value	Count	Frequency (%)
S	43	11.7%
C	33	8.9%
T	30	8.1%
E	26	7.0%
M	21	5.7%
O	20	5.4%
K	20	5.4%
D	20	5.4%
P	20	5.4%
G	17	4.6%
Other values (15)	119	32.2%

Lowercase Letter

Value	Count	Frequency (%)
e	4	28.6%
h	2	14.3%
m	1	7.1%
r	1	7.1%
a	1	7.1%
o	1	7.1%
c	1	7.1%
t	1	7.1%
n	1	7.1%
g	1	7.1%

Decimal Number

Value	Count	Frequency (%)
2	75	45.5%
1	57	34.5%
3	17	10.3%
8	6	3.6%
5	4	2.4%
6	3	1.8%
4	2	1.2%
9	1	0.6%

Other Punctuation

Value	Count	Frequency (%)
.	103	47.7%
,	85	39.4%
&	16	7.4%
/	7	3.2%
*	3	1.4%
＆	2	0.9%

Open Punctuation

Value	Count	Frequency (%)
(	1947	99.9%
[	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	1925	99.9%
]	1	0.1%

Space Separator

Value	Count	Frequency (%)
	364	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	201	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Math Symbol

Value	Count	Frequency (%)
\|	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24901	83.3%
Common	4625	15.5%
Latin	383	1.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	1851	7.4%
업	972	3.9%
공	821	3.3%
대	781	3.1%
산	739	3.0%
성	628	2.5%
구	483	1.9%
사	460	1.8%
동	460	1.8%
정	457	1.8%
Other values (499)	17249	69.3%

Latin

Value	Count	Frequency (%)
S	43	11.2%
C	33	8.6%
T	30	7.8%
E	26	6.8%
M	21	5.5%
O	20	5.2%
K	20	5.2%
D	20	5.2%
P	20	5.2%
G	17	4.4%
Other values (25)	133	34.7%

Common

Value	Count	Frequency (%)
(	1947	42.1%
)	1925	41.6%
	364	7.9%
.	103	2.2%
,	85	1.8%
2	75	1.6%
1	57	1.2%
3	17	0.4%
&	16	0.3%
/	7	0.2%
Other values (11)	29	0.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24700	82.6%
ASCII	5006	16.7%
None	203	0.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
(	1947	38.9%
)	1925	38.5%
	364	7.3%
.	103	2.1%
,	85	1.7%
2	75	1.5%
1	57	1.1%
S	43	0.9%
C	33	0.7%
T	30	0.6%
Other values (45)	344	6.9%

Hangul

Value	Count	Frequency (%)
주	1851	7.5%
업	972	3.9%
공	821	3.3%
대	781	3.2%
산	739	3.0%
성	628	2.5%
구	483	2.0%
사	460	1.9%
동	460	1.9%
정	457	1.9%
Other values (498)	17048	69.0%

None

Value	Count	Frequency (%)
㈜	201	99.0%
＆	2	1.0%

최종수정시점
Real number (ℝ)

Distinct	4171
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0132912 × 10¹³

Minimum	2.0001018 × 10¹³
Maximum	2.0200529 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	2.0001018 × 10¹³
5-th percentile	2.0040624 × 10¹³
Q1	2.0090716 × 10¹³
median	2.0150328 × 10¹³
Q3	2.0181101 × 10¹³
95-th percentile	2.0200313 × 10¹³
Maximum	2.0200529 × 10¹³
Range	1.9951101 × 10¹¹
Interquartile range (IQR)	9.0385023 × 10¹⁰

Descriptive statistics

Standard deviation	5.3163729 × 10¹⁰
Coefficient of variation (CV)	0.0026406378
Kurtosis	-1.0726664
Mean	2.0132912 × 10¹³
Median Absolute Deviation (MAD)	3.9915064 × 10¹⁰
Skewness	-0.43990516
Sum	8.3994509 × 10¹⁶
Variance	2.8263821 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20071123170427	2	< 0.1%
20190923085351	1	< 0.1%
20060612131201	1	< 0.1%
20030411103603	1	< 0.1%
20050627165106	1	< 0.1%
20081008115306	1	< 0.1%
20081118112002	1	< 0.1%
20041227151636	1	< 0.1%
20071113113232	1	< 0.1%
20081118112312	1	< 0.1%
Other values (4161)	4161	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20001018165055	1	< 0.1%
20010104114108	1	< 0.1%
20010131100554	1	< 0.1%
20010328174344	1	< 0.1%
20010511135104	1	< 0.1%
20010605181832	1	< 0.1%
20010605182545	1	< 0.1%
20010605193518	1	< 0.1%
20010605194306	1	< 0.1%
20010625143852	1	< 0.1%

Value	Count	Frequency (%)
20200529175230	1	< 0.1%
20200529164957	1	< 0.1%
20200529154608	1	< 0.1%
20200528172009	1	< 0.1%
20200528144643	1	< 0.1%
20200528100421	1	< 0.1%
20200528100053	1	< 0.1%
20200527180330	1	< 0.1%
20200527172846	1	< 0.1%
20200527142700	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.7 KiB

I	3197
U	975

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	3197	76.6%
U	975	23.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3197	76.6%
u	975	23.4%

데이터갱신일자
Date

Distinct	421
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Memory size	32.7 KiB

Minimum	2018-09-01 23:59:59
Maximum	2020-05-31 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Text

MISSING

Distinct	400
Distinct (%)	14.4%
Missing	1401
Missing (%)	33.6%
Memory size	32.7 KiB

Length

Max length	29
Median length	26
Mean length	11.311079
Min length	2

Characters and Unicode

Total characters	31343
Distinct characters	291
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	180 ?
Unique (%)	6.5%

Sample

1st row	부동산 임대업
2nd row	우편 및 소포 송달업
3rd row	백화점
4th row	주거용 부동산 관리업
5th row	병원

Value	Count	Frequency (%)
제조업	1394	16.1%
기타	870	10.0%
및	774	8.9%
자동차	322	3.7%
가공업	302	3.5%
염색	284	3.3%
수리업	263	3.0%
섬유	261	3.0%
조립금속제품	229	2.6%
그외	203	2.3%
Other values (538)	3755	43.4%

Most occurring characters

Value	Count	Frequency (%)
	5888	18.8%
업	2825	9.0%
제	2442	7.8%
조	1783	5.7%
기	1230	3.9%
품	1067	3.4%
타	942	3.0%
및	841	2.7%
금	784	2.5%
리	672	2.1%
Other values (281)	12869	41.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	25302	80.7%
Space Separator	5888	18.8%
Other Punctuation	130	0.4%
Decimal Number	23	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	2825	11.2%
제	2442	9.7%
조	1783	7.0%
기	1230	4.9%
품	1067	4.2%
타	942	3.7%
및	841	3.3%
금	784	3.1%
리	672	2.7%
속	582	2.3%
Other values (276)	12134	48.0%

Other Punctuation

Value	Count	Frequency (%)
,	119	91.5%
·	6	4.6%
;	5	3.8%

Space Separator

Value	Count	Frequency (%)
	5888	100.0%

Decimal Number

Value	Count	Frequency (%)
1	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	25302	80.7%
Common	6041	19.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	2825	11.2%
제	2442	9.7%
조	1783	7.0%
기	1230	4.9%
품	1067	4.2%
타	942	3.7%
및	841	3.3%
금	784	3.1%
리	672	2.7%
속	582	2.3%
Other values (276)	12134	48.0%

Common

Value	Count	Frequency (%)
	5888	97.5%
,	119	2.0%
1	23	0.4%
·	6	0.1%
;	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	25302	80.7%
ASCII	6035	19.3%
None	6	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5888	97.6%
,	119	2.0%
1	23	0.4%
;	5	0.1%

Hangul

Value	Count	Frequency (%)
업	2825	11.2%
제	2442	9.7%
조	1783	7.0%
기	1230	4.9%
품	1067	4.2%
타	942	3.7%
및	841	3.3%
금	784	3.1%
리	672	2.7%
속	582	2.3%
Other values (276)	12134	48.0%

None

Value	Count	Frequency (%)
·	6	100.0%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2509
Distinct (%)	77.7%
Missing	941
Missing (%)	22.6%
Infinite	0
Infinite (%)	0.0%
Mean	337768.89

Minimum	324827.06
Maximum	357474.36
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	324827.06
5-th percentile	328268.98
Q1	335015.8
median	337648.12
Q3	339928.35
95-th percentile	348311.83
Maximum	357474.36
Range	32647.303
Interquartile range (IQR)	4912.559

Descriptive statistics

Standard deviation	5711.6232
Coefficient of variation (CV)	0.016909856
Kurtosis	1.7657007
Mean	337768.89
Median Absolute Deviation (MAD)	2513.5475
Skewness	0.80362433
Sum	1.0913313 × 10⁹
Variance	32622639
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
336344.302039	11	0.3%
336366.064252	8	0.2%
336353.196287	8	0.2%
338653.414866	7	0.2%
336559.670287	7	0.2%
339163.824109	7	0.2%
335898.647221	7	0.2%
338853.934043	6	0.1%
339372.436369	6	0.1%
339267.316441	6	0.1%
Other values (2499)	3158	75.7%
(Missing)	941	22.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
324827.061698	1	< 0.1%
325693.930075	1	< 0.1%
325695.119708	1	< 0.1%
325759.027963	1	< 0.1%
325796.946031	1	< 0.1%
325797.948919	1	< 0.1%
325866.841016	1	< 0.1%
325886.496212	1	< 0.1%
325928.444036	1	< 0.1%
325935.356421	1	< 0.1%

Value	Count	Frequency (%)
357474.36475	1	< 0.1%
357249.517998	1	< 0.1%
357183.0049	1	< 0.1%
356288.780361	1	< 0.1%
355939.362329	1	< 0.1%
355715.873404	2	< 0.1%
355708.657238	1	< 0.1%
355569.867912	1	< 0.1%
355558.233247	3	0.1%
355557.42313	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	2507
Distinct (%)	77.6%
Missing	941
Missing (%)	22.6%
Infinite	0
Infinite (%)	0.0%
Mean	261082.03

Minimum	236283.75
Maximum	278091.65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	236283.75
5-th percentile	248103.76
Q1	259891.37
median	262831.86
Q3	265695.64
95-th percentile	267894.71
Maximum	278091.65
Range	41807.907
Interquartile range (IQR)	5804.2728

Descriptive statistics

Standard deviation	6929.955
Coefficient of variation (CV)	0.02654321
Kurtosis	2.5035106
Mean	261082.03
Median Absolute Deviation (MAD)	2906.3875
Skewness	-1.6573316
Sum	8.4355604 × 10⁸
Variance	48024277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
261497.640906	11	0.3%
261651.801477	8	0.2%
261562.315791	8	0.2%
258962.00812	7	0.2%
265188.870359	7	0.2%
263466.441258	7	0.2%
261730.820003	7	0.2%
263796.947456	6	0.1%
260602.149585	6	0.1%
266176.21665	6	0.1%
Other values (2497)	3158	75.7%
(Missing)	941	22.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
236283.746887	1	< 0.1%
237677.093671	1	< 0.1%
237682.121457	1	< 0.1%
237686.085459	1	< 0.1%
237690.289797	1	< 0.1%
237692.765575	1	< 0.1%
237817.514628	1	< 0.1%
237831.890224	1	< 0.1%
237833.64806	1	< 0.1%
237835.998538	1	< 0.1%

Value	Count	Frequency (%)
278091.653532	1	< 0.1%
277507.397404	1	< 0.1%
274498.743064	1	< 0.1%
274001.175164	1	< 0.1%
273857.356673	1	< 0.1%
273400.631796	1	< 0.1%
273237.600006	1	< 0.1%
272735.67566	1	< 0.1%
272669.414848	1	< 0.1%
271973.249974	1	< 0.1%

환경업무구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.7 KiB

대기배출업소관리	4172

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	4172	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대기배출업소관리	4172	100.0%

업종구분명
Text

MISSING

Distinct	400
Distinct (%)	14.4%
Missing	1401
Missing (%)	33.6%
Memory size	32.7 KiB

Length

Max length	29
Median length	26
Mean length	11.311079
Min length	2

Characters and Unicode

Total characters	31343
Distinct characters	291
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	180 ?
Unique (%)	6.5%

Sample

1st row	부동산 임대업
2nd row	우편 및 소포 송달업
3rd row	백화점
4th row	주거용 부동산 관리업
5th row	병원

Value	Count	Frequency (%)
제조업	1394	16.1%
기타	870	10.0%
및	774	8.9%
자동차	322	3.7%
가공업	302	3.5%
염색	284	3.3%
수리업	263	3.0%
섬유	261	3.0%
조립금속제품	229	2.6%
그외	203	2.3%
Other values (538)	3755	43.4%

Most occurring characters

Value	Count	Frequency (%)
	5888	18.8%
업	2825	9.0%
제	2442	7.8%
조	1783	5.7%
기	1230	3.9%
품	1067	3.4%
타	942	3.0%
및	841	2.7%
금	784	2.5%
리	672	2.1%
Other values (281)	12869	41.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	25302	80.7%
Space Separator	5888	18.8%
Other Punctuation	130	0.4%
Decimal Number	23	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	2825	11.2%
제	2442	9.7%
조	1783	7.0%
기	1230	4.9%
품	1067	4.2%
타	942	3.7%
및	841	3.3%
금	784	3.1%
리	672	2.7%
속	582	2.3%
Other values (276)	12134	48.0%

Other Punctuation

Value	Count	Frequency (%)
,	119	91.5%
·	6	4.6%
;	5	3.8%

Space Separator

Value	Count	Frequency (%)
	5888	100.0%

Decimal Number

Value	Count	Frequency (%)
1	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	25302	80.7%
Common	6041	19.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	2825	11.2%
제	2442	9.7%
조	1783	7.0%
기	1230	4.9%
품	1067	4.2%
타	942	3.7%
및	841	3.3%
금	784	3.1%
리	672	2.7%
속	582	2.3%
Other values (276)	12134	48.0%

Common

Value	Count	Frequency (%)
	5888	97.5%
,	119	2.0%
1	23	0.4%
·	6	0.1%
;	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	25302	80.7%
ASCII	6035	19.3%
None	6	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5888	97.6%
,	119	2.0%
1	23	0.4%
;	5	0.1%

Hangul

Value	Count	Frequency (%)
업	2825	11.2%
제	2442	9.7%
조	1783	7.0%
기	1230	4.9%
품	1067	4.2%
타	942	3.7%
및	841	3.3%
금	784	3.1%
리	672	2.7%
속	582	2.3%
Other values (276)	12134	48.0%

None

Value	Count	Frequency (%)
·	6	100.0%

종별명
Categorical

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.7 KiB

5종	2190
4종	1360
3종	208
<NA>	187
2종	185

Length

Max length	4
Median length	2
Mean length	2.0896453
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
5종	2190	52.5%
4종	1360	32.6%
3종	208	5.0%
<NA>	187	4.5%
2종	185	4.4%
1종	42	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5종	2190	52.5%
4종	1360	32.6%
3종	208	5.0%
na	187	4.5%
2종	185	4.4%
1종	42	1.0%

주생산품명
Text

MISSING

Distinct	861
Distinct (%)	62.5%
Missing	2794
Missing (%)	67.0%
Memory size	32.7 KiB

Length

Max length	21
Median length	18
Mean length	5.9375907
Min length	1

Characters and Unicode

Total characters	8182
Distinct characters	453
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	694 ?
Unique (%)	50.4%

Sample

1st row	전력,온수
2nd row	자동차부품
3rd row	정비차량
4th row	수리된 자동차
5th row	자동차용 고무제품

Value	Count	Frequency (%)
자동차부품	175	9.9%
자동차	43	2.4%
등	36	2.0%
안경테	29	1.6%
및	27	1.5%
부품	25	1.4%
가공원단	20	1.1%
전자부품	19	1.1%
고무시트	19	1.1%
자동차정비	17	1.0%
Other values (889)	1364	76.9%

Most occurring characters

Value	Count	Frequency (%)
품	500	6.1%
부	409	5.0%
	396	4.8%
자	392	4.8%
차	351	4.3%
동	345	4.2%
스	159	1.9%
기	159	1.9%
고	136	1.7%
,	128	1.6%
Other values (443)	5207	63.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7161	87.5%
Space Separator	396	4.8%
Uppercase Letter	242	3.0%
Other Punctuation	142	1.7%
Lowercase Letter	79	1.0%
Open Punctuation	65	0.8%
Close Punctuation	65	0.8%
Decimal Number	25	0.3%
Dash Punctuation	6	0.1%
Other Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
품	500	7.0%
부	409	5.7%
자	392	5.5%
차	351	4.9%
동	345	4.8%
스	159	2.2%
기	159	2.2%
고	136	1.9%
무	127	1.8%
공	112	1.6%
Other values (382)	4471	62.4%

Uppercase Letter

Value	Count	Frequency (%)
P	44	18.2%
E	38	15.7%
C	20	8.3%
L	18	7.4%
D	17	7.0%
T	16	6.6%
I	15	6.2%
O	14	5.8%
R	10	4.1%
S	8	3.3%
Other values (12)	42	17.4%

Lowercase Letter

Value	Count	Frequency (%)
o	9	11.4%
e	8	10.1%
r	8	10.1%
t	7	8.9%
i	7	8.9%
l	6	7.6%
a	5	6.3%
f	5	6.3%
n	3	3.8%
u	3	3.8%
Other values (11)	18	22.8%

Decimal Number

Value	Count	Frequency (%)
1	6	24.0%
0	5	20.0%
6	4	16.0%
8	3	12.0%
2	2	8.0%
5	2	8.0%
9	1	4.0%
7	1	4.0%
4	1	4.0%

Other Punctuation

Value	Count	Frequency (%)
,	128	90.1%
.	11	7.7%
/	2	1.4%
&	1	0.7%

Space Separator

Value	Count	Frequency (%)
	396	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	65	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	65	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Other Number

Value	Count	Frequency (%)
₂	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7161	87.5%
Common	700	8.6%
Latin	321	3.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
품	500	7.0%
부	409	5.7%
자	392	5.5%
차	351	4.9%
동	345	4.8%
스	159	2.2%
기	159	2.2%
고	136	1.9%
무	127	1.8%
공	112	1.6%
Other values (382)	4471	62.4%

Latin

Value	Count	Frequency (%)
P	44	13.7%
E	38	11.8%
C	20	6.2%
L	18	5.6%
D	17	5.3%
T	16	5.0%
I	15	4.7%
O	14	4.4%
R	10	3.1%
o	9	2.8%
Other values (33)	120	37.4%

Common

Value	Count	Frequency (%)
	396	56.6%
,	128	18.3%
(	65	9.3%
)	65	9.3%
.	11	1.6%
-	6	0.9%
1	6	0.9%
0	5	0.7%
6	4	0.6%
8	3	0.4%
Other values (8)	11	1.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7161	87.5%
ASCII	1020	12.5%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
품	500	7.0%
부	409	5.7%
자	392	5.5%
차	351	4.9%
동	345	4.8%
스	159	2.2%
기	159	2.2%
고	136	1.9%
무	127	1.8%
공	112	1.6%
Other values (382)	4471	62.4%

ASCII

Value	Count	Frequency (%)
	396	38.8%
,	128	12.5%
(	65	6.4%
)	65	6.4%
P	44	4.3%
E	38	3.7%
C	20	2.0%
L	18	1.8%
D	17	1.7%
T	16	1.6%
Other values (50)	213	20.9%

None

Value	Count	Frequency (%)
₂	1	100.0%

배출시설조업시간
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	33
Distinct (%)	0.8%
Missing	56
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	7.6442298

Minimum	0
Maximum	912
Zeros	1376
Zeros (%)	33.0%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8
Q3	8
95-th percentile	24
Maximum	912
Range	912
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	15.904073
Coefficient of variation (CV)	2.0805331
Kurtosis	2541.5578
Mean	7.6442298
Median Absolute Deviation (MAD)	4
Skewness	44.795765
Sum	31463.65
Variance	252.93955
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
8.0	1489	35.7%
0.0	1376	33.0%
24.0	433	10.4%
10.0	224	5.4%
6.0	83	2.0%
12.0	70	1.7%
20.0	59	1.4%
5.0	58	1.4%
7.0	53	1.3%
4.0	51	1.2%
Other values (23)	220	5.3%
(Missing)	56	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1376	33.0%
1.0	11	0.3%
1.5	1	< 0.1%
2.0	13	0.3%
2.5	1	< 0.1%
3.0	20	0.5%
3.5	1	< 0.1%
4.0	51	1.2%
5.0	58	1.4%
6.0	83	2.0%

Value	Count	Frequency (%)
912.0	1	< 0.1%
30.0	3	0.1%
25.0	2	< 0.1%
24.0	433	10.4%
22.0	13	0.3%
21.0	8	0.2%
20.0	59	1.4%
19.0	3	0.1%
18.0	7	0.2%
17.0	2	< 0.1%

배출시설연간가동일수
Real number (ℝ)

MISSING ZEROS

Distinct	90
Distinct (%)	2.2%
Missing	59
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%
Mean	194.47751

Minimum	0
Maximum	365
Zeros	1390
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	300
Q3	300
95-th percentile	312
Maximum	365
Range	365
Interquartile range (IQR)	300

Descriptive statistics

Standard deviation	142.27609
Coefficient of variation (CV)	0.7315812
Kurtosis	-1.5824639
Mean	194.47751
Median Absolute Deviation (MAD)	0
Skewness	-0.58601682
Sum	799886
Variance	20242.486
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300	2134	51.2%
0	1390	33.3%
240	60	1.4%
365	53	1.3%
312	40	1.0%
264	31	0.7%
360	30	0.7%
250	27	0.6%
180	24	0.6%
280	23	0.6%
Other values (80)	301	7.2%
(Missing)	59	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1390	33.3%
8	1	< 0.1%
24	3	0.1%
25	2	< 0.1%
30	3	0.1%
52	1	< 0.1%
60	2	< 0.1%
80	1	< 0.1%
84	1	< 0.1%
88	1	< 0.1%

Value	Count	Frequency (%)
365	53	1.3%
362	1	< 0.1%
361	2	< 0.1%
360	30	0.7%
355	1	< 0.1%
352	2	< 0.1%
350	14	0.3%
340	14	0.3%
338	1	< 0.1%
336	13	0.3%

방지시설조업시간
Real number (ℝ)

MISSING ZEROS

Distinct	32
Distinct (%)	0.9%
Missing	416
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.2469782

Minimum	0
Maximum	360
Zeros	1375
Zeros (%)	33.0%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8
Q3	8
95-th percentile	24
Maximum	360
Range	360
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	10.813667
Coefficient of variation (CV)	1.4921622
Kurtosis	418.93162
Mean	7.2469782
Median Absolute Deviation (MAD)	7
Skewness	15.044983
Sum	27219.65
Variance	116.9354
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0.0	1375	33.0%
8.0	1343	32.2%
24.0	365	8.7%
10.0	184	4.4%
6.0	66	1.6%
12.0	56	1.3%
5.0	55	1.3%
7.0	50	1.2%
20.0	47	1.1%
16.0	41	1.0%
Other values (22)	174	4.2%
(Missing)	416	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1375	33.0%
1.0	10	0.2%
2.0	10	0.2%
3.0	13	0.3%
4.0	39	0.9%
5.0	55	1.3%
6.0	66	1.6%
7.0	50	1.2%
7.5	2	< 0.1%
8.0	1343	32.2%

Value	Count	Frequency (%)
360.0	1	< 0.1%
264.0	1	< 0.1%
210.0	1	< 0.1%
100.0	1	< 0.1%
30.0	3	0.1%
25.0	3	0.1%
24.0	365	8.7%
22.0	10	0.2%
21.0	8	0.2%
20.0	47	1.1%

방지시설연간가동일수
Real number (ℝ)

MISSING ZEROS

Distinct	78
Distinct (%)	2.1%
Missing	404
Missing (%)	9.7%
Infinite	0
Infinite (%)	0.0%
Mean	187.19188

Minimum	0
Maximum	365
Zeros	1382
Zeros (%)	33.1%
Negative	0
Negative (%)	0.0%
Memory size	36.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	300
Q3	300
95-th percentile	305
Maximum	365
Range	365
Interquartile range (IQR)	300

Descriptive statistics

Standard deviation	144.76062
Coefficient of variation (CV)	0.77332746
Kurtosis	-1.7112227
Mean	187.19188
Median Absolute Deviation (MAD)	0
Skewness	-0.48680275
Sum	705339
Variance	20955.637
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300	1927	46.2%
0	1382	33.1%
240	47	1.1%
312	40	1.0%
365	31	0.7%
360	25	0.6%
250	24	0.6%
280	22	0.5%
264	22	0.5%
330	18	0.4%
Other values (68)	230	5.5%
(Missing)	404	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1382	33.1%
4	1	< 0.1%
8	1	< 0.1%
24	1	< 0.1%
25	2	< 0.1%
30	2	< 0.1%
52	1	< 0.1%
60	2	< 0.1%
84	1	< 0.1%
90	1	< 0.1%

Value	Count	Frequency (%)
365	31	0.7%
362	1	< 0.1%
361	1	< 0.1%
360	25	0.6%
355	1	< 0.1%
352	2	< 0.1%
350	13	0.3%
340	12	0.3%
338	1	< 0.1%
336	11	0.3%

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
0	1	대기오염물질배출시설설치사업장	09_30_08_P	3410000	341000021201500014	20151209	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 중구 태평로 160 (북성로1가, 대우빌딩)	41910	(주)대구에치티개발	20190923085351	U	2019-09-25 02:40:00.0	<NA>	343991.737064	265000.0215	대기배출업소관리	<NA>	5종	<NA>	4.0	150	<NA>	<NA>
1	2	대기오염물질배출시설설치사업장	09_30_08_P	3410000	341000021201400001	20140626	<NA>	4	취소/말소/만료/정지/중지	4	폐쇄	20191205	<NA>	<NA>	<NA>	593-3198	<NA>	<NA>	대구광역시 중구 수창동 47-1번지	대구광역시 중구 달성로26길 86 (수창동)	700850	신일모터스	20191205182833	U	2019-12-07 02:40:00.0	<NA>	343222.95548	265036.439644	대기배출업소관리	<NA>	5종	<NA>	8.0	300	<NA>	300
2	3	대기오염물질배출시설설치사업장	09_30_08_P	3410000	341000021201500006	20151120	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	053-251-6019	<NA>	<NA>	대구광역시 중구 남일동 138-3번지 국민은행대구지점	대구광역시 중구 중앙대로 401, 국민은행대구지점 (남일동)	41935	(주)국민은행 대구지점	20190923192853	U	2019-09-25 02:40:00.0	<NA>	343836.000284	264353.542698	대기배출업소관리	<NA>	5종	<NA>	6.0	180	<NA>	<NA>
3	4	대기오염물질배출시설설치사업장	09_30_08_P	3410000	341000021201500017	20151217	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0534288984	<NA>	<NA>	<NA>	대구광역시 중구 국채보상로 611 (문화동, 대구시티센터)	41913	이지스티디에이치제32호사모부동사투자유한회사	20190923085954	U	2019-09-25 02:40:00.0	부동산 임대업	344223.636477	264597.611089	대기배출업소관리	부동산 임대업	4종	<NA>	6.0	240	<NA>	<NA>
4	5	대기오염물질배출시설설치사업장	09_30_08_P	3410000	341000021201500018	20151217	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0532502000	<NA>	<NA>	<NA>	대구광역시 중구 경상감영길 80 (포정동, 대구우체국)	41918	대구우체국	20191122171754	U	2019-11-26 02:40:00.0	우편 및 소포 송달업	343687.68301	264634.313879	대기배출업소관리	우편 및 소포 송달업	5종	<NA>	4.0	100	<NA>	<NA>
5	6	대기오염물질배출시설설치사업장	09_30_08_P	3410000	341000021201500019	20151217	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0532579663	<NA>	<NA>	<NA>	대구광역시 중구 달성로 37 (대신동, 계성빌딩)	41927	(학)계성학원	20190923090146	U	2019-09-25 02:40:00.0	<NA>	342795.702037	264290.451468	대기배출업소관리	<NA>	5종	<NA>	3.0	150	<NA>	<NA>
6	7	대기오염물질배출시설설치사업장	09_30_08_P	3410000	341000021201500020	20151217	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0534299111	<NA>	<NA>	<NA>	대구광역시 중구 동성로 30 (동성로2가, 대구백화점건물)	41938	(주)대구백화점	20151217130354	I	2018-10-04 11:12:49.0	백화점	344047.979265	264405.128696	대기배출업소관리	백화점	5종	<NA>	6.0	180	<NA>	<NA>
7	8	대기오염물질배출시설설치사업장	09_30_08_P	3410000	341000021201500021	20151221	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0532453107	<NA>	<NA>	<NA>	대구광역시 중구 달구벌대로 2077 (계산동2가, 현대백화점)	41936	(주)현대백화점 대구점	20151228172513	I	2018-10-04 11:12:49.0	<NA>	343588.735555	264119.01075	대기배출업소관리	<NA>	4종	<NA>	10.0	240	<NA>	<NA>
8	9	대기오염물질배출시설설치사업장	09_30_08_P	3410000	341000021201500022	20151221	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0534259811	<NA>	<NA>	<NA>	대구광역시 중구 중앙대로 418 (남일동, 우리은행)	41937	(주)우리은행 대구지점	20190108083537	U	2019-01-10 02:40:00.0	<NA>	343902.069691	264514.570586	대기배출업소관리	<NA>	5종	<NA>	4.0	120	<NA>	<NA>
9	10	대기오염물질배출시설설치사업장	09_30_08_P	3410000	341000021201500023	20151221	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 중구 국채보상로 680 (동인동2가, 경북대학교 의과대학)	41944	경북대학교 실험동물자원관리센터	20151221144035	I	2018-10-04 11:12:49.0	<NA>	344863.901287	264294.617838	대기배출업소관리	<NA>	4종	<NA>	24.0	265	<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
4162	4163	대기오염물질배출시설설치사업장	09_30_08_P	3480000	348000021200800007	20080318	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0536112233	<NA>	<NA>	대구광역시 달성군 구지면 예현리 758-6번지	대구광역시 달성군 구지면 달성2차동1로 188	711891	(주)엠텍	20191023141436	U	2019-10-25 02:40:00.0	기타 화학제품 제조업	328969.221689	238905.478754	대기배출업소관리	기타 화학제품 제조업	5종	<NA>	8.0	300	8.0	300
4163	4164	대기오염물질배출시설설치사업장	09_30_08_P	3480000	348000021200800009	20080404	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0536119350	<NA>	<NA>	대구광역시 달성군 구지면 내리 847-10번지	대구광역시 달성군 구지면 달성2차4로 59	<NA>	텍산(주)	20191017203730	U	2019-10-19 02:40:00.0	금속 열처리업	328742.127143	238572.966182	대기배출업소관리	금속 열처리업	5종	무한궤도	24.0	300	24.0	300
4164	4165	대기오염물질배출시설설치사업장	09_30_08_P	3480000	348000021200800010	20080417	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0535642201	<NA>	<NA>	대구광역시 달성군 구지면 예현리 761번지	대구광역시 달성군 구지면 달성2차로 220	711891	(주)한국소방기구제작소 구지공장	20181129163022	U	2018-12-01 02:40:00.0	기타 화학제품 제조업	329302.715181	238662.711304	대기배출업소관리	기타 화학제품 제조업	4종	소화기	8.0	300	8.0	300
4165	4166	대기오염물질배출시설설치사업장	09_30_08_P	3480000	348000021200800011	20080424	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0536177200	<NA>	<NA>	대구광역시 달성군 논공읍 상리 793-7번지 외 4필지	대구광역시 달성군 논공읍 비슬로262길 21	42976	상리정비현대서비스(주)	20190130134927	U	2019-02-01 02:40:00.0	자동차 종합 수리업	327569.45258	250495.528647	대기배출업소관리	자동차 종합 수리업	4종	자동차정비	8.0	300	8.0	300
4166	4167	대기오염물질배출시설설치사업장	09_30_08_P	3480000	348000021200800012	20080428	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0536113101	<NA>	<NA>	대구광역시 달성군 구지면 예현리 764-2번지	대구광역시 달성군 구지면 달성2차3로 60	<NA>	(주)에이피엠	20181129155301	U	2018-12-01 02:40:00.0	기타 조립금속제품 제조업	328933.55363	238246.501108	대기배출업소관리	기타 조립금속제품 제조업	5종	자동차부품	8.0	300	8.0	300
4167	4168	대기오염물질배출시설설치사업장	09_30_08_P	3480000	348000021200800016	20080722	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0535817161	<NA>	<NA>	대구광역시 달성군 구지면 예현리 758-4번지	대구광역시 달성군 구지면 달성2차동1로 176	711891	(주)디앤디테크	20181129162740	U	2018-12-01 02:40:00.0	화합물 및 화학제품 제조업	328859.762181	238930.449269	대기배출업소관리	화합물 및 화학제품 제조업	5종	발수제	8.0	288	8.0	288
4168	4169	대기오염물질배출시설설치사업장	09_30_08_P	3480000	348000021200800017	20080729	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0535263904	<NA>	<NA>	대구광역시 달성군 다사읍 서재리 424-2번지	대구광역시 달성군 다사읍 서재로18길 6	<NA>	오프로드	20181129160009	U	2018-12-01 02:40:00.0	그외 기타 분류안된 섬유제품 제조업	335202.728175	264430.207945	대기배출업소관리	그외 기타 분류안된 섬유제품 제조업	5종	기모가공	8.0	300	8.0	300
4169	4170	대기오염물질배출시설설치사업장	09_30_08_P	3480000	348000021200800018	20081128	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0536172332	<NA>	<NA>	대구광역시 달성군 구지면 예현리 764-7번지	대구광역시 달성군 구지면 달성2차동3로 43	711891	(주)신정기공	20181129162835	U	2018-12-01 02:40:00.0	기타 조립금속제품 제조업	329197.530919	238218.282793	대기배출업소관리	기타 조립금속제품 제조업	4종	<NA>	8.0	300	8.0	300
4170	4171	대기오염물질배출시설설치사업장	09_30_08_P	3480000	348000021200800020	20081217	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0536112997	<NA>	<NA>	대구광역시 달성군 논공읍 삼리리 37-1번지 외 11필지	<NA>	<NA>	대경레미콘	20161229161549	I	2018-10-04 11:12:49.0	레미콘 제조업	327730.496904	253348.7423	대기배출업소관리	레미콘 제조업	5종	레미콘	8.0	300	8.0	300
4171	4172	대기오염물질배출시설설치사업장	09_30_08_P	3480000	348000021200900001	20090113	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	0536176767	<NA>	<NA>	대구광역시 달성군 현풍읍 대리 599-1번지	대구광역시 달성군 현풍면 국가산단북로 360	43008	현풍현대서비스	20181129171350	U	2018-12-01 02:40:00.0	자동차 종합 수리업	329232.931055	241564.505935	대기배출업소관리	자동차 종합 수리업	4종	자동차정비	5.0	300	5.0	300

Overview

Variables

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Length

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Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

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Common

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ASCII

Most occurring characters

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Most frequent character per category

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Hangul

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Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

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Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Other Punctuation

Other Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin