gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	3240
Missing cells	34178
Missing cells (%)	22.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.3 MiB
Average record size in memory	406.0 B

Variable types

Numeric	11
Categorical	19
Text	6
Unsupported	9
DateTime	1
Boolean	1

Dataset

Description	22년03월_6270000_대구광역시_07_21_02_P_집단급식소
Author	대구광역시
URL	http://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000092847&dataSetDetailId=DDI_0000092870&provdMethod=FILE

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`남성종사자수` is highly imbalanced (61.0%)	Imbalance
`여성종사자수` is highly imbalanced (61.0%)	Imbalance
`급수시설구분명` is highly imbalanced (61.7%)	Imbalance
`총종업원수` is highly imbalanced (61.0%)	Imbalance
`공장사무직종업원수` is highly imbalanced (61.0%)	Imbalance
`공장판매직종업원수` is highly imbalanced (61.0%)	Imbalance
`공장생산직종업원수` is highly imbalanced (61.0%)	Imbalance
`건물소유구분명` is highly imbalanced (75.4%)	Imbalance
`다중이용업소여부` is highly imbalanced (98.9%)	Imbalance
`인허가취소일자` has 3240 (100.0%) missing values	Missing
`폐업일자` has 1857 (57.3%) missing values	Missing
`휴업시작일자` has 3240 (100.0%) missing values	Missing
`휴업종료일자` has 3240 (100.0%) missing values	Missing
`재개업일자` has 3240 (100.0%) missing values	Missing
`소재지전화` has 470 (14.5%) missing values	Missing
`소재지면적` has 496 (15.3%) missing values	Missing
`소재지우편번호` has 86 (2.7%) missing values	Missing
`도로명전체주소` has 398 (12.3%) missing values	Missing
`도로명우편번호` has 409 (12.6%) missing values	Missing
`좌표정보(X)` has 84 (2.6%) missing values	Missing
`좌표정보(Y)` has 84 (2.6%) missing values	Missing
`영업장주변구분명` has 3240 (100.0%) missing values	Missing
`등급구분명` has 3240 (100.0%) missing values	Missing
`본사종업원수` has 1132 (34.9%) missing values	Missing
`전통업소지정번호` has 3240 (100.0%) missing values	Missing
`전통업소주된음식` has 3240 (100.0%) missing values	Missing
`홈페이지` has 3240 (100.0%) missing values	Missing
`번호` has unique values	Unique
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` 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
`영업장주변구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`등급구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소지정번호` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소주된음식` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`홈페이지` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`본사종업원수` has 1888 (58.3%) zeros	Zeros
`시설총규모` has 659 (20.3%) zeros	Zeros

Reproduction

Analysis started	2024-04-21 03:15:15.666803
Analysis finished	2024-04-21 03:15:17.750902
Duration	2.08 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	3240
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1620.5

Minimum	1
Maximum	3240
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	1
5-th percentile	162.95
Q1	810.75
median	1620.5
Q3	2430.25
95-th percentile	3078.05
Maximum	3240
Range	3239
Interquartile range (IQR)	1619.5

Descriptive statistics

Standard deviation	935.45176
Coefficient of variation (CV)	0.57726119
Kurtosis	-1.2
Mean	1620.5
Median Absolute Deviation (MAD)	810
Skewness	0
Sum	5250420
Variance	875070
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
2165	1	< 0.1%
2155	1	< 0.1%
2156	1	< 0.1%
2157	1	< 0.1%
2158	1	< 0.1%
2159	1	< 0.1%
2160	1	< 0.1%
2161	1	< 0.1%
2162	1	< 0.1%
Other values (3230)	3230	99.7%

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 (%)
3240	1	< 0.1%
3239	1	< 0.1%
3238	1	< 0.1%
3237	1	< 0.1%
3236	1	< 0.1%
3235	1	< 0.1%
3234	1	< 0.1%
3233	1	< 0.1%
3232	1	< 0.1%
3231	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

집단급식소	3240

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
집단급식소	3240	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
집단급식소	3240	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

07_21_02_P	3240

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	07_21_02_P
2nd row	07_21_02_P
3rd row	07_21_02_P
4th row	07_21_02_P
5th row	07_21_02_P

Common Values

Value	Count	Frequency (%)
07_21_02_P	3240	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_21_02_p	3240	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3453265.4

Minimum	3410000
Maximum	3480000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	3410000
5-th percentile	3420000
Q1	3440000
median	3460000
Q3	3470000
95-th percentile	3480000
Maximum	3480000
Range	70000
Interquartile range (IQR)	30000

Descriptive statistics

Standard deviation	21317.023
Coefficient of variation (CV)	0.0061730045
Kurtosis	-0.97176303
Mean	3453265.4
Median Absolute Deviation (MAD)	10000
Skewness	-0.49972719
Sum	1.118858 × 10¹⁰
Variance	4.5441548 × 10⁸
Monotonicity	Increasing

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3470000	779	24.0%
3450000	559	17.3%
3480000	509	15.7%
3460000	414	12.8%
3420000	401	12.4%
3430000	267	8.2%
3440000	180	5.6%
3410000	131	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3410000	131	4.0%
3420000	401	12.4%
3430000	267	8.2%
3440000	180	5.6%
3450000	559	17.3%
3460000	414	12.8%
3470000	779	24.0%
3480000	509	15.7%

Value	Count	Frequency (%)
3480000	509	15.7%
3470000	779	24.0%
3460000	414	12.8%
3450000	559	17.3%
3440000	180	5.6%
3430000	267	8.2%
3420000	401	12.4%
3410000	131	4.0%

관리번호
Text

UNIQUE

Distinct	3240
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	71280
Distinct characters	11
Distinct categories	2 ?
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	3240 ?
Unique (%)	100.0%

Sample

1st row	3410000-105-2017-00002
2nd row	3410000-105-2017-00004
3rd row	3410000-105-2017-00006
4th row	3410000-105-2017-00001
5th row	3410000-105-2017-00003

Value	Count	Frequency (%)
3410000-105-2017-00002	1	< 0.1%
3470000-105-2005-00085	1	< 0.1%
3470000-105-2004-00010	1	< 0.1%
3470000-105-2004-00005	1	< 0.1%
3470000-105-2014-00020	1	< 0.1%
3470000-105-2004-00007	1	< 0.1%
3470000-105-2004-00008	1	< 0.1%
3470000-105-2005-00071	1	< 0.1%
3470000-105-2005-00081	1	< 0.1%
3470000-105-2005-00075	1	< 0.1%
Other values (3230)	3230	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	32021	44.9%
-	9720	13.6%
1	6763	9.5%
5	4713	6.6%
2	4545	6.4%
3	4372	6.1%
4	4090	5.7%
9	1464	2.1%
7	1445	2.0%
6	1100	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	61560	86.4%
Dash Punctuation	9720	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	32021	52.0%
1	6763	11.0%
5	4713	7.7%
2	4545	7.4%
3	4372	7.1%
4	4090	6.6%
9	1464	2.4%
7	1445	2.3%
6	1100	1.8%
8	1047	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	9720	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	71280	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	32021	44.9%
-	9720	13.6%
1	6763	9.5%
5	4713	6.6%
2	4545	6.4%
3	4372	6.1%
4	4090	5.7%
9	1464	2.1%
7	1445	2.0%
6	1100	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	71280	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	32021	44.9%
-	9720	13.6%
1	6763	9.5%
5	4713	6.6%
2	4545	6.4%
3	4372	6.1%
4	4090	5.7%
9	1464	2.1%
7	1445	2.0%
6	1100	1.5%

인허가일자
Real number (ℝ)

Distinct	2267
Distinct (%)	70.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20088727

Minimum	19600525
Maximum	20220401
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	19600525
5-th percentile	19951127
Q1	20050601
median	20090925
Q3	20150714
95-th percentile	20200718
Maximum	20220401
Range	619876
Interquartile range (IQR)	100113.25

Descriptive statistics

Standard deviation	80021.416
Coefficient of variation (CV)	0.003983399
Kurtosis	1.1602096
Mean	20088727
Median Absolute Deviation (MAD)	50764.5
Skewness	-0.73513637
Sum	6.5087477 × 10¹⁰
Variance	6.4034271 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20050810	25	0.8%
19900330	20	0.6%
19970713	18	0.6%
20051229	12	0.4%
20050819	12	0.4%
20051228	11	0.3%
20050831	11	0.3%
20051230	10	0.3%
20050826	10	0.3%
20051206	9	0.3%
Other values (2257)	3102	95.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19600525	1	< 0.1%
19620813	1	< 0.1%
19680405	1	< 0.1%
19700504	1	< 0.1%
19750916	1	< 0.1%
19760407	1	< 0.1%
19760830	1	< 0.1%
19770309	1	< 0.1%
19780423	1	< 0.1%
19791203	1	< 0.1%

Value	Count	Frequency (%)
20220401	1	< 0.1%
20220329	1	< 0.1%
20220323	1	< 0.1%
20220318	2	0.1%
20220310	2	0.1%
20220308	1	< 0.1%
20220304	1	< 0.1%
20220303	1	< 0.1%
20220302	2	0.1%
20220228	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3240
Missing (%)	100.0%
Memory size	28.6 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

1	1857
3	1383

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	1857	57.3%
3	1383	42.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1857	57.3%
3	1383	42.7%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

영업/정상	1857
폐업	1383

Length

Max length	5
Median length	5
Mean length	3.7194444
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	폐업
2nd row	폐업
3rd row	폐업
4th row	영업/정상
5th row	영업/정상

Common Values

Value	Count	Frequency (%)
영업/정상	1857	57.3%
폐업	1383	42.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	1857	57.3%
폐업	1383	42.7%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

1	1857
2	1383

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	1857	57.3%
2	1383	42.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1857	57.3%
2	1383	42.7%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

영업	1857
폐업	1383

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	1857	57.3%
폐업	1383	42.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	1857	57.3%
폐업	1383	42.7%

폐업일자
Real number (ℝ)

MISSING

Distinct	1092
Distinct (%)	79.0%
Missing	1857
Missing (%)	57.3%
Infinite	0
Infinite (%)	0.0%
Mean	20147627

Minimum	20010711
Maximum	20220401
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	20010711
5-th percentile	20050707
Q1	20111222
median	20160307
Q3	20190322
95-th percentile	20210525
Maximum	20220401
Range	209690
Interquartile range (IQR)	79099.5

Descriptive statistics

Standard deviation	49629.812
Coefficient of variation (CV)	0.0024633081
Kurtosis	-0.49716581
Mean	20147627
Median Absolute Deviation (MAD)	30709
Skewness	-0.65448276
Sum	2.7864168 × 10¹⁰
Variance	2.4631182 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20200708	6	0.2%
20190531	5	0.2%
20190805	4	0.1%
20160307	4	0.1%
20030411	4	0.1%
20181224	3	0.1%
20180104	3	0.1%
20140304	3	0.1%
20150422	3	0.1%
20150227	3	0.1%
Other values (1082)	1345	41.5%
(Missing)	1857	57.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20010711	1	< 0.1%
20011231	1	< 0.1%
20020425	1	< 0.1%
20020912	1	< 0.1%
20021121	1	< 0.1%
20021231	2	0.1%
20030207	1	< 0.1%
20030402	1	< 0.1%
20030408	1	< 0.1%
20030411	4	0.1%

Value	Count	Frequency (%)
20220401	1	< 0.1%
20220322	2	0.1%
20220317	3	0.1%
20220315	1	< 0.1%
20220314	1	< 0.1%
20220310	1	< 0.1%
20220307	2	0.1%
20220303	1	< 0.1%
20220302	2	0.1%
20220228	3	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3240
Missing (%)	100.0%
Memory size	28.6 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3240
Missing (%)	100.0%
Memory size	28.6 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3240
Missing (%)	100.0%
Memory size	28.6 KiB

소재지전화
Text

MISSING

Distinct	2571
Distinct (%)	92.8%
Missing	470
Missing (%)	14.5%
Memory size	25.4 KiB

Length

Max length	12
Median length	12
Mean length	11.296751
Min length	7

Characters and Unicode

Total characters	31292
Distinct characters	11
Distinct categories	2 ?
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	2406 ?
Unique (%)	86.9%

Sample

1st row	0532525234
2nd row	053 2530130
3rd row	053 2553237
4th row	053 4201197
5th row	053 200 6965

Value	Count	Frequency (%)
053	2406	37.4%
235	32	0.5%
615	25	0.4%
232	19	0.3%
233	18	0.3%
617	16	0.2%
267	14	0.2%
961	14	0.2%
586	14	0.2%
583	14	0.2%
Other values (2624)	3859	60.0%

Most occurring characters

Value	Count	Frequency (%)
0	5297	16.9%
5	5024	16.1%
3	4728	15.1%
	3875	12.4%
1	2197	7.0%
2	2191	7.0%
6	2027	6.5%
7	1814	5.8%
8	1392	4.4%
4	1387	4.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27417	87.6%
Space Separator	3875	12.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5297	19.3%
5	5024	18.3%
3	4728	17.2%
1	2197	8.0%
2	2191	8.0%
6	2027	7.4%
7	1814	6.6%
8	1392	5.1%
4	1387	5.1%
9	1360	5.0%

Space Separator

Value	Count	Frequency (%)
	3875	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	31292	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5297	16.9%
5	5024	16.1%
3	4728	15.1%
	3875	12.4%
1	2197	7.0%
2	2191	7.0%
6	2027	6.5%
7	1814	5.8%
8	1392	4.4%
4	1387	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31292	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5297	16.9%
5	5024	16.1%
3	4728	15.1%
	3875	12.4%
1	2197	7.0%
2	2191	7.0%
6	2027	6.5%
7	1814	5.8%
8	1392	4.4%
4	1387	4.4%

소재지면적
Text

MISSING

Distinct	1794
Distinct (%)	65.4%
Missing	496
Missing (%)	15.3%
Memory size	25.4 KiB

Length

Max length	8
Median length	6
Mean length	5.1975219
Min length	3

Characters and Unicode

Total characters	14262
Distinct characters	12
Distinct categories	2 ?
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	1396 ?
Unique (%)	50.9%

Sample

1st row	44.10
2nd row	19.30
3rd row	315.28
4th row	11.27
5th row	138.64

Value	Count	Frequency (%)
00	176	6.4%
20.00	27	1.0%
15.00	23	0.8%
16.00	14	0.5%
12.00	14	0.5%
10.00	12	0.4%
13.00	11	0.4%
16.50	11	0.4%
8.10	10	0.4%
1.00	10	0.4%
Other values (1784)	2436	88.8%

Most occurring characters

Value	Count	Frequency (%)
0	2828	19.8%
.	2744	19.2%
1	1698	11.9%
2	1263	8.9%
5	912	6.4%
3	899	6.3%
6	851	6.0%
4	848	5.9%
8	811	5.7%
7	697	4.9%
Other values (2)	711	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11482	80.5%
Other Punctuation	2780	19.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2828	24.6%
1	1698	14.8%
2	1263	11.0%
5	912	7.9%
3	899	7.8%
6	851	7.4%
4	848	7.4%
8	811	7.1%
7	697	6.1%
9	675	5.9%

Other Punctuation

Value	Count	Frequency (%)
.	2744	98.7%
,	36	1.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	14262	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2828	19.8%
.	2744	19.2%
1	1698	11.9%
2	1263	8.9%
5	912	6.4%
3	899	6.3%
6	851	6.0%
4	848	5.9%
8	811	5.7%
7	697	4.9%
Other values (2)	711	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14262	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2828	19.8%
.	2744	19.2%
1	1698	11.9%
2	1263	8.9%
5	912	6.4%
3	899	6.3%
6	851	6.0%
4	848	5.9%
8	811	5.7%
7	697	4.9%
Other values (2)	711	5.0%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	529
Distinct (%)	16.8%
Missing	86
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	705017.18

Minimum	700030
Maximum	711893
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	700030
5-th percentile	701170
Q1	702833.5
median	704808
Q3	706170
95-th percentile	711852
Maximum	711893
Range	11863
Interquartile range (IQR)	3336.5

Descriptive statistics

Standard deviation	3166.1428
Coefficient of variation (CV)	0.0044908733
Kurtosis	0.30380421
Mean	705017.18
Median Absolute Deviation (MAD)	1963
Skewness	1.0261216
Sum	2.2236242 × 10⁹
Variance	10024461
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
711852	56	1.7%
711812	42	1.3%
704080	34	1.0%
704801	34	1.0%
711891	33	1.0%
704837	32	1.0%
703825	31	1.0%
704900	31	1.0%
711855	31	1.0%
704830	29	0.9%
Other values (519)	2801	86.5%
(Missing)	86	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
700030	1	< 0.1%
700040	1	< 0.1%
700060	1	< 0.1%
700070	3	0.1%
700082	1	< 0.1%
700092	4	0.1%
700111	1	< 0.1%
700113	5	0.2%
700160	3	0.1%
700180	2	0.1%

Value	Count	Frequency (%)
711893	8	0.2%
711892	9	0.3%
711891	33	1.0%
711874	1	< 0.1%
711873	19	0.6%
711872	2	0.1%
711871	2	0.1%
711864	19	0.6%
711863	7	0.2%
711861	3	0.1%

소재지전체주소
Text

Distinct	2906
Distinct (%)	89.7%
Missing	2
Missing (%)	0.1%
Memory size	25.4 KiB

Length

Max length	55
Median length	49
Mean length	24.39407
Min length	16

Characters and Unicode

Total characters	78988
Distinct characters	389
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	2636 ?
Unique (%)	81.4%

Sample

1st row	대구광역시 중구 남산동 0225-0001번지
2nd row	대구광역시 중구 삼덕동3가 0383번지 지상1층
3rd row	대구광역시 중구 남산동 3006번지 반월당효성해링턴플레이스 301동 지하2층
4th row	대구광역시 중구 남산동 0941-0001
5th row	대구광역시 중구 태평로3가 0171-0001번지 지상6층

Value	Count	Frequency (%)
대구광역시	3243	21.7%
달서구	779	5.2%
북구	559	3.7%
달성군	509	3.4%
수성구	413	2.8%
동구	401	2.7%
서구	267	1.8%
남구	181	1.2%
중구	131	0.9%
대명동	120	0.8%
Other values (3415)	8351	55.8%

Most occurring characters

Value	Count	Frequency (%)
	14939	18.9%
구	6162	7.8%
대	3612	4.6%
동	3511	4.4%
1	3404	4.3%
시	3296	4.2%
역	3259	4.1%
광	3252	4.1%
지	2947	3.7%
0	2755	3.5%
Other values (379)	31851	40.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	45274	57.3%
Decimal Number	15862	20.1%
Space Separator	14939	18.9%
Dash Punctuation	2128	2.7%
Open Punctuation	289	0.4%
Close Punctuation	289	0.4%
Uppercase Letter	138	0.2%
Other Punctuation	59	0.1%
Lowercase Letter	8	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	6162	13.6%
대	3612	8.0%
동	3511	7.8%
시	3296	7.3%
역	3259	7.2%
광	3252	7.2%
지	2947	6.5%
번	2270	5.0%
달	1301	2.9%
성	1192	2.6%
Other values (336)	14472	32.0%

Uppercase Letter

Value	Count	Frequency (%)
B	31	22.5%
A	31	22.5%
S	9	6.5%
L	9	6.5%
C	7	5.1%
K	7	5.1%
H	6	4.3%
D	6	4.3%
I	5	3.6%
G	5	3.6%
Other values (10)	22	15.9%

Decimal Number

Value	Count	Frequency (%)
1	3404	21.5%
0	2755	17.4%
2	1812	11.4%
3	1504	9.5%
4	1250	7.9%
5	1204	7.6%
6	1033	6.5%
7	1009	6.4%
8	1006	6.3%
9	885	5.6%

Other Punctuation

Value	Count	Frequency (%)
,	40	67.8%
.	14	23.7%
·	3	5.1%
@	1	1.7%
&	1	1.7%

Lowercase Letter

Value	Count	Frequency (%)
e	4	50.0%
c	2	25.0%
h	2	25.0%

Space Separator

Value	Count	Frequency (%)
	14939	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2128	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	289	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	289	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	45274	57.3%
Common	33568	42.5%
Latin	146	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	6162	13.6%
대	3612	8.0%
동	3511	7.8%
시	3296	7.3%
역	3259	7.2%
광	3252	7.2%
지	2947	6.5%
번	2270	5.0%
달	1301	2.9%
성	1192	2.6%
Other values (336)	14472	32.0%

Latin

Value	Count	Frequency (%)
B	31	21.2%
A	31	21.2%
S	9	6.2%
L	9	6.2%
C	7	4.8%
K	7	4.8%
H	6	4.1%
D	6	4.1%
I	5	3.4%
G	5	3.4%
Other values (13)	30	20.5%

Common

Value	Count	Frequency (%)
	14939	44.5%
1	3404	10.1%
0	2755	8.2%
-	2128	6.3%
2	1812	5.4%
3	1504	4.5%
4	1250	3.7%
5	1204	3.6%
6	1033	3.1%
7	1009	3.0%
Other values (10)	2530	7.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	45274	57.3%
ASCII	33711	42.7%
None	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	14939	44.3%
1	3404	10.1%
0	2755	8.2%
-	2128	6.3%
2	1812	5.4%
3	1504	4.5%
4	1250	3.7%
5	1204	3.6%
6	1033	3.1%
7	1009	3.0%
Other values (32)	2673	7.9%

Hangul

Value	Count	Frequency (%)
구	6162	13.6%
대	3612	8.0%
동	3511	7.8%
시	3296	7.3%
역	3259	7.2%
광	3252	7.2%
지	2947	6.5%
번	2270	5.0%
달	1301	2.9%
성	1192	2.6%
Other values (336)	14472	32.0%

None

Value	Count	Frequency (%)
·	3	100.0%

도로명전체주소
Text

MISSING

Distinct	2552
Distinct (%)	89.8%
Missing	398
Missing (%)	12.3%
Memory size	25.4 KiB

Length

Max length	60
Median length	53
Mean length	28.213934
Min length	19

Characters and Unicode

Total characters	80184
Distinct characters	418
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	2309 ?
Unique (%)	81.2%

Sample

1st row	대구광역시 중구 남산로4길 112 (남산동)
2nd row	대구광역시 중구 달구벌대로447길 77 (삼덕동3가, 지상1층)
3rd row	대구광역시 중구 중앙대로66길 20 (남산동, 반월당효성해링턴플레이스 301동 지하2층)
4th row	대구광역시 중구 관덕정길 16 (남산동)
5th row	대구광역시 중구 태평로 39, 6층 (태평로3가)

Value	Count	Frequency (%)
대구광역시	2846	17.7%
달서구	655	4.1%
북구	501	3.1%
달성군	471	2.9%
수성구	368	2.3%
동구	347	2.2%
1층	321	2.0%
서구	221	1.4%
남구	167	1.0%
다사읍	115	0.7%
Other values (2815)	10040	62.5%

Most occurring characters

Value	Count	Frequency (%)
	13212	16.5%
구	5670	7.1%
대	3705	4.6%
동	3477	4.3%
시	2922	3.6%
역	2885	3.6%
광	2854	3.6%
1	2770	3.5%
로	2731	3.4%
)	2652	3.3%
Other values (408)	37306	46.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	48006	59.9%
Space Separator	13212	16.5%
Decimal Number	11569	14.4%
Close Punctuation	2652	3.3%
Open Punctuation	2652	3.3%
Other Punctuation	1472	1.8%
Dash Punctuation	442	0.6%
Uppercase Letter	167	0.2%
Lowercase Letter	10	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	5670	11.8%
대	3705	7.7%
동	3477	7.2%
시	2922	6.1%
역	2885	6.0%
광	2854	5.9%
로	2731	5.7%
길	1420	3.0%
달	1367	2.8%
성	1316	2.7%
Other values (363)	19659	41.0%

Uppercase Letter

Value	Count	Frequency (%)
A	43	25.7%
B	36	21.6%
C	13	7.8%
L	9	5.4%
H	9	5.4%
S	9	5.4%
G	7	4.2%
K	7	4.2%
D	6	3.6%
E	6	3.6%
Other values (10)	22	13.2%

Decimal Number

Value	Count	Frequency (%)
1	2770	23.9%
2	1696	14.7%
3	1380	11.9%
5	1035	8.9%
0	958	8.3%
4	952	8.2%
7	773	6.7%
6	744	6.4%
9	638	5.5%
8	623	5.4%

Other Punctuation

Value	Count	Frequency (%)
,	1465	99.5%
.	3	0.2%
·	2	0.1%
&	1	0.1%
@	1	0.1%

Lowercase Letter

Value	Count	Frequency (%)
e	4	40.0%
c	2	20.0%
h	2	20.0%
k	1	10.0%
t	1	10.0%

Space Separator

Value	Count	Frequency (%)
	13212	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2652	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2652	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	442	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	48006	59.9%
Common	32001	39.9%
Latin	177	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	5670	11.8%
대	3705	7.7%
동	3477	7.2%
시	2922	6.1%
역	2885	6.0%
광	2854	5.9%
로	2731	5.7%
길	1420	3.0%
달	1367	2.8%
성	1316	2.7%
Other values (363)	19659	41.0%

Latin

Value	Count	Frequency (%)
A	43	24.3%
B	36	20.3%
C	13	7.3%
L	9	5.1%
H	9	5.1%
S	9	5.1%
G	7	4.0%
K	7	4.0%
D	6	3.4%
E	6	3.4%
Other values (15)	32	18.1%

Common

Value	Count	Frequency (%)
	13212	41.3%
1	2770	8.7%
)	2652	8.3%
(	2652	8.3%
2	1696	5.3%
,	1465	4.6%
3	1380	4.3%
5	1035	3.2%
0	958	3.0%
4	952	3.0%
Other values (10)	3229	10.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	48006	59.9%
ASCII	32176	40.1%
None	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	13212	41.1%
1	2770	8.6%
)	2652	8.2%
(	2652	8.2%
2	1696	5.3%
,	1465	4.6%
3	1380	4.3%
5	1035	3.2%
0	958	3.0%
4	952	3.0%
Other values (34)	3404	10.6%

Hangul

Value	Count	Frequency (%)
구	5670	11.8%
대	3705	7.7%
동	3477	7.2%
시	2922	6.1%
역	2885	6.0%
광	2854	5.9%
로	2731	5.7%
길	1420	3.0%
달	1367	2.8%
성	1316	2.7%
Other values (363)	19659	41.0%

None

Value	Count	Frequency (%)
·	2	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	963
Distinct (%)	34.0%
Missing	409
Missing (%)	12.6%
Infinite	0
Infinite (%)	0.0%
Mean	42155.513

Minimum	41000
Maximum	43024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	41000
5-th percentile	41089
Q1	41542
median	42189
Q3	42736
95-th percentile	42986
Maximum	43024
Range	2024
Interquartile range (IQR)	1194

Descriptive statistics

Standard deviation	641.08632
Coefficient of variation (CV)	0.015207651
Kurtosis	-1.3379066
Mean	42155.513
Median Absolute Deviation (MAD)	595
Skewness	-0.23758681
Sum	1.1934226 × 10⁸
Variance	410991.66
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42964	21	0.6%
42724	19	0.6%
42936	17	0.5%
43008	17	0.5%
42979	16	0.5%
42709	16	0.5%
42921	15	0.5%
42974	15	0.5%
43013	14	0.4%
41590	14	0.4%
Other values (953)	2667	82.3%
(Missing)	409	12.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41000	8	0.2%
41001	2	0.1%
41002	3	0.1%
41003	4	0.1%
41005	7	0.2%
41006	4	0.1%
41007	5	0.2%
41008	4	0.1%
41009	1	< 0.1%
41019	1	< 0.1%

Value	Count	Frequency (%)
43024	2	0.1%
43023	8	0.2%
43022	8	0.2%
43021	1	< 0.1%
43020	9	0.3%
43019	6	0.2%
43017	3	0.1%
43016	5	0.2%
43015	8	0.2%
43014	1	< 0.1%

사업장명
Text

Distinct	2698
Distinct (%)	83.3%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

Length

Max length	27
Median length	25
Mean length	7.9632716
Min length	2

Characters and Unicode

Total characters	25801
Distinct characters	570
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	2295 ?
Unique (%)	70.8%

Sample

1st row	성모유치원
2nd row	삼덕청아람어린이집
3rd row	(주)서원유통 탑마트 대구점
4th row	남산교회어린이집
5th row	행복한재활요양병원

Value	Count	Frequency (%)
어린이집	88	2.4%
주식회사	42	1.1%
사회복지법인	30	0.8%
국공립	20	0.5%
유치원	13	0.4%
계명대학교	10	0.3%
의료법인	7	0.2%
참좋은어린이집	6	0.2%
대구	6	0.2%
경창산업(주	6	0.2%
Other values (2789)	3448	93.8%

Most occurring characters

Value	Count	Frequency (%)
이	1296	5.0%
원	1086	4.2%
어	1046	4.1%
린	1046	4.1%
집	1009	3.9%
대	771	3.0%
구	657	2.5%
학	620	2.4%
교	587	2.3%
주	464	1.8%
Other values (560)	17219	66.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24242	94.0%
Close Punctuation	456	1.8%
Open Punctuation	451	1.7%
Space Separator	436	1.7%
Uppercase Letter	113	0.4%
Decimal Number	68	0.3%
Lowercase Letter	13	0.1%
Dash Punctuation	11	< 0.1%
Other Punctuation	11	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	1296	5.3%
원	1086	4.5%
어	1046	4.3%
린	1046	4.3%
집	1009	4.2%
대	771	3.2%
구	657	2.7%
학	620	2.6%
교	587	2.4%
주	464	1.9%
Other values (519)	15660	64.6%

Uppercase Letter

Value	Count	Frequency (%)
S	19	16.8%
K	14	12.4%
B	10	8.8%
M	10	8.8%
T	8	7.1%
A	7	6.2%
D	6	5.3%
I	5	4.4%
O	5	4.4%
G	5	4.4%
Other values (12)	24	21.2%

Decimal Number

Value	Count	Frequency (%)
2	23	33.8%
1	17	25.0%
0	12	17.6%
3	8	11.8%
4	5	7.4%
6	2	2.9%
5	1	1.5%

Lowercase Letter

Value	Count	Frequency (%)
e	8	61.5%
i	3	23.1%
g	1	7.7%
n	1	7.7%

Other Punctuation

Value	Count	Frequency (%)
.	5	45.5%
,	4	36.4%
·	1	9.1%
&	1	9.1%

Close Punctuation

Value	Count	Frequency (%)
)	456	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	451	100.0%

Space Separator

Value	Count	Frequency (%)
	436	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24242	94.0%
Common	1433	5.6%
Latin	126	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	1296	5.3%
원	1086	4.5%
어	1046	4.3%
린	1046	4.3%
집	1009	4.2%
대	771	3.2%
구	657	2.7%
학	620	2.6%
교	587	2.4%
주	464	1.9%
Other values (519)	15660	64.6%

Latin

Value	Count	Frequency (%)
S	19	15.1%
K	14	11.1%
B	10	7.9%
M	10	7.9%
e	8	6.3%
T	8	6.3%
A	7	5.6%
D	6	4.8%
I	5	4.0%
O	5	4.0%
Other values (16)	34	27.0%

Common

Value	Count	Frequency (%)
)	456	31.8%
(	451	31.5%
	436	30.4%
2	23	1.6%
1	17	1.2%
0	12	0.8%
-	11	0.8%
3	8	0.6%
.	5	0.3%
4	5	0.3%
Other values (5)	9	0.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24242	94.0%
ASCII	1558	6.0%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	1296	5.3%
원	1086	4.5%
어	1046	4.3%
린	1046	4.3%
집	1009	4.2%
대	771	3.2%
구	657	2.7%
학	620	2.6%
교	587	2.4%
주	464	1.9%
Other values (519)	15660	64.6%

ASCII

Value	Count	Frequency (%)
)	456	29.3%
(	451	28.9%
	436	28.0%
2	23	1.5%
S	19	1.2%
1	17	1.1%
K	14	0.9%
0	12	0.8%
-	11	0.7%
B	10	0.6%
Other values (30)	109	7.0%

None

Value	Count	Frequency (%)
·	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	2947
Distinct (%)	91.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0169149 × 10¹³

Minimum	2.0010823 × 10¹³
Maximum	2.0220401 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	2.0010823 × 10¹³
5-th percentile	2.0060123 × 10¹³
Q1	2.0160611 × 10¹³
median	2.0180405 × 10¹³
Q3	2.0201008 × 10¹³
95-th percentile	2.0211117 × 10¹³
Maximum	2.0220401 × 10¹³
Range	2.0957816 × 10¹¹
Interquartile range (IQR)	4.0396739 × 10¹⁰

Descriptive statistics

Standard deviation	4.6767731 × 10¹⁰
Coefficient of variation (CV)	0.0023187757
Kurtosis	1.6323692
Mean	2.0169149 × 10¹³
Median Absolute Deviation (MAD)	2.0509471 × 10¹⁰
Skewness	-1.4909385
Sum	6.5348042 × 10¹⁶
Variance	2.1872207 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20170822182146	206	6.4%
20170822183820	27	0.8%
20020226000000	7	0.2%
20060612000000	7	0.2%
20051014000000	6	0.2%
20020321000000	5	0.2%
20020513000000	5	0.2%
20060802000000	4	0.1%
20020912000000	4	0.1%
20050412000000	3	0.1%
Other values (2937)	2966	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20010823000000	3	0.1%
20020226000000	7	0.2%
20020228000000	1	< 0.1%
20020321000000	5	0.2%
20020325000000	1	< 0.1%
20020403000000	1	< 0.1%
20020404000000	2	0.1%
20020418000000	1	< 0.1%
20020426000000	1	< 0.1%
20020513000000	5	0.2%

Value	Count	Frequency (%)
20220401163218	1	< 0.1%
20220401160804	1	< 0.1%
20220401153043	1	< 0.1%
20220401105349	1	< 0.1%
20220329174856	1	< 0.1%
20220329163543	1	< 0.1%
20220325110903	1	< 0.1%
20220324131654	1	< 0.1%
20220324104606	1	< 0.1%
20220322131545	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

I	1799
U	1441

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	1799	55.5%
U	1441	44.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1799	55.5%
u	1441	44.5%

데이터갱신일자
Date

Distinct	597
Distinct (%)	18.4%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-04-03 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	11
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

어린이집	1014
집단급식소	811
학교	476
산업체	384
병원	274
Other values (6)	281

Length

Max length	8
Median length	6
Mean length	3.8132716
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	어린이집
2nd row	어린이집
3rd row	산업체
4th row	어린이집
5th row	병원

Common Values

Value	Count	Frequency (%)
어린이집	1014	31.3%
집단급식소	811	25.0%
학교	476	14.7%
산업체	384	11.9%
병원	274	8.5%
사회복지시설	150	4.6%
공공기관	70	2.2%
기타 집단급식소	45	1.4%
수련원	8	0.2%
기숙사	6	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
어린이집	1014	30.9%
집단급식소	856	26.1%
학교	476	14.5%
산업체	384	11.7%
병원	274	8.3%
사회복지시설	150	4.6%
공공기관	70	2.1%
기타	45	1.4%
수련원	8	0.2%
기숙사	6	0.2%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2264
Distinct (%)	71.7%
Missing	84
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	341524

Minimum	324456.69
Maximum	358331.96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	324456.69
5-th percentile	331352.76
Q1	337437.58
median	340980.03
Q3	345927.23
95-th percentile	353741.67
Maximum	358331.96
Range	33875.268
Interquartile range (IQR)	8489.6479

Descriptive statistics

Standard deviation	6271.4534
Coefficient of variation (CV)	0.018363141
Kurtosis	-0.23389555
Mean	341524
Median Absolute Deviation (MAD)	4387.1152
Skewness	0.14860348
Sum	1.0778497 × 10⁹
Variance	39331128
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
336403.914141	18	0.6%
347154.975659	12	0.4%
342935.432334	10	0.3%
334924.366071	9	0.3%
343666.342763	7	0.2%
334461.497981	7	0.2%
339945.887946	7	0.2%
344458.93985	7	0.2%
345299.742438	7	0.2%
338755.239139	6	0.2%
Other values (2254)	3066	94.6%
(Missing)	84	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
324456.694801	5	0.2%
324830.650347	1	< 0.1%
326346.610647	1	< 0.1%
326589.033997	1	< 0.1%
326967.705479	1	< 0.1%
327056.571282	1	< 0.1%
327108.439045	1	< 0.1%
327220.136878	1	< 0.1%
327251.925896	1	< 0.1%
327291.398764	2	0.1%

Value	Count	Frequency (%)
358331.962448	1	< 0.1%
358275.307433	1	< 0.1%
358060.647419	1	< 0.1%
358034.101424	2	0.1%
357646.727978	1	< 0.1%
356982.391961	1	< 0.1%
356963.492594	1	< 0.1%
356689.075457	1	< 0.1%
356609.10734	1	< 0.1%
356548.207715	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	2263
Distinct (%)	71.7%
Missing	84
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	262393.06

Minimum	237677.09
Maximum	279130.24
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	237677.09
5-th percentile	248715.27
Q1	260304.01
median	262997.25
Q3	265724.6
95-th percentile	271701.04
Maximum	279130.24
Range	41453.143
Interquartile range (IQR)	5420.5945

Descriptive statistics

Standard deviation	6310.2706
Coefficient of variation (CV)	0.024048924
Kurtosis	2.8588845
Mean	262393.06
Median Absolute Deviation (MAD)	2708.7544
Skewness	-1.214257
Sum	8.2811249 × 10⁸
Variance	39819515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
257154.473733	18	0.6%
256414.706903	12	0.4%
264310.975711	10	0.3%
256766.769218	9	0.3%
261502.602455	7	0.2%
262699.052324	7	0.2%
267007.8061	7	0.2%
266806.443246	7	0.2%
261647.516409	7	0.2%
268104.107783	6	0.2%
Other values (2253)	3066	94.6%
(Missing)	84	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
237677.093671	1	< 0.1%
237682.121457	1	< 0.1%
237790.126667	2	0.1%
237790.645721	1	< 0.1%
237836.876878	1	< 0.1%
237924.538923	1	< 0.1%
237955.258609	1	< 0.1%
238221.227882	1	< 0.1%
238246.501108	1	< 0.1%
238535.276618	1	< 0.1%

Value	Count	Frequency (%)
279130.236916	2	0.1%
278909.058905	2	0.1%
278665.856239	5	0.2%
278304.138334	1	< 0.1%
278013.82104	1	< 0.1%
277628.249514	2	0.1%
277437.990648	1	< 0.1%
276944.857555	3	0.1%
276764.111561	1	< 0.1%
276154.019724	3	0.1%

위생업태명
Categorical

Distinct	11
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

어린이집	1014
집단급식소	811
학교	476
산업체	384
병원	274
Other values (6)	281

Length

Max length	8
Median length	6
Mean length	3.8132716
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	어린이집
2nd row	어린이집
3rd row	산업체
4th row	어린이집
5th row	병원

Common Values

Value	Count	Frequency (%)
어린이집	1014	31.3%
집단급식소	811	25.0%
학교	476	14.7%
산업체	384	11.9%
병원	274	8.5%
사회복지시설	150	4.6%
공공기관	70	2.2%
기타 집단급식소	45	1.4%
수련원	8	0.2%
기숙사	6	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
어린이집	1014	30.9%
집단급식소	856	26.1%
학교	476	14.5%
산업체	384	11.7%
병원	274	8.3%
사회복지시설	150	4.6%
공공기관	70	2.1%
기타	45	1.4%
수련원	8	0.2%
기숙사	6	0.2%

남성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

<NA>	2992
0	248

Length

Max length	4
Median length	4
Mean length	3.7703704
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	2992	92.3%
0	248	7.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2992	92.3%
0	248	7.7%

여성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

<NA>	2992
0	248

Length

Max length	4
Median length	4
Mean length	3.7703704
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	2992	92.3%
0	248	7.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2992	92.3%
0	248	7.7%

영업장주변구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3240
Missing (%)	100.0%
Memory size	28.6 KiB

등급구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3240
Missing (%)	100.0%
Memory size	28.6 KiB

급수시설구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

상수도전용	2585
<NA>	636
지하수전용	18
전용상수도(특정시설의 자가용 수도)	1

Length

Max length	19
Median length	5
Mean length	4.8080247
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	상수도전용
2nd row	상수도전용
3rd row	<NA>
4th row	상수도전용
5th row	상수도전용

Common Values

Value	Count	Frequency (%)
상수도전용	2585	79.8%
<NA>	636	19.6%
지하수전용	18	0.6%
전용상수도(특정시설의 자가용 수도)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
상수도전용	2585	79.7%
na	636	19.6%
지하수전용	18	0.6%
전용상수도(특정시설의	1	< 0.1%
자가용	1	< 0.1%
수도	1	< 0.1%

총종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

<NA>	2992
0	248

Length

Max length	4
Median length	4
Mean length	3.7703704
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	2992	92.3%
0	248	7.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2992	92.3%
0	248	7.7%

본사종업원수
Real number (ℝ)

MISSING ZEROS

Distinct	29
Distinct (%)	1.4%
Missing	1132
Missing (%)	34.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.79032258

Minimum	0
Maximum	160
Zeros	1888
Zeros (%)	58.3%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	160
Range	160
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.4527927
Coefficient of variation (CV)	6.899452
Kurtosis	457.90256
Mean	0.79032258
Median Absolute Deviation (MAD)	0
Skewness	18.828029
Sum	1666
Variance	29.732949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	1888	58.3%
1	47	1.5%
2	33	1.0%
3	25	0.8%
4	18	0.6%
12	12	0.4%
6	12	0.4%
10	11	0.3%
5	10	0.3%
7	9	0.3%
Other values (19)	43	1.3%
(Missing)	1132	34.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1888	58.3%
1	47	1.5%
2	33	1.0%
3	25	0.8%
4	18	0.6%
5	10	0.3%
6	12	0.4%
7	9	0.3%
8	9	0.3%
9	9	0.3%

Value	Count	Frequency (%)
160	1	< 0.1%
113	1	< 0.1%
73	1	< 0.1%
60	1	< 0.1%
53	1	< 0.1%
50	1	< 0.1%
27	1	< 0.1%
25	1	< 0.1%
24	1	< 0.1%
23	1	< 0.1%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

<NA>	2992
0	248

Length

Max length	4
Median length	4
Mean length	3.7703704
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	2992	92.3%
0	248	7.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2992	92.3%
0	248	7.7%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

<NA>	2992
0	248

Length

Max length	4
Median length	4
Mean length	3.7703704
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	2992	92.3%
0	248	7.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2992	92.3%
0	248	7.7%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

<NA>	2992
0	248

Length

Max length	4
Median length	4
Mean length	3.7703704
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	2992	92.3%
0	248	7.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2992	92.3%
0	248	7.7%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

<NA>	3010
자가	218
임대	12

Length

Max length	4
Median length	4
Mean length	3.8580247
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	3010	92.9%
자가	218	6.7%
임대	12	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3010	92.9%
자가	218	6.7%
임대	12	0.4%

보증액
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

<NA>	1771
0	1469

Length

Max length	4
Median length	4
Mean length	2.6398148
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1771	54.7%
0	1469	45.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1771	54.7%
0	1469	45.3%

월세액
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.4 KiB

<NA>	1771
0	1469

Length

Max length	4
Median length	4
Mean length	2.6398148
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1771	54.7%
0	1469	45.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1771	54.7%
0	1469	45.3%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

False	3237
True	3

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3237	99.9%
True	3	0.1%

시설총규모
Real number (ℝ)

ZEROS

Distinct	1686
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74.30054

Minimum	0
Maximum	7384.44
Zeros	659
Zeros (%)	20.3%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8.1
median	22.5
Q3	70
95-th percentile	300
Maximum	7384.44
Range	7384.44
Interquartile range (IQR)	61.9

Descriptive statistics

Standard deviation	189.6958
Coefficient of variation (CV)	2.5530878
Kurtosis	690.90487
Mean	74.30054
Median Absolute Deviation (MAD)	22.5
Skewness	19.617855
Sum	240733.75
Variance	35984.497
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	659	20.3%
20.0	35	1.1%
15.0	30	0.9%
30.0	20	0.6%
16.0	17	0.5%
12.0	16	0.5%
10.0	12	0.4%
24.0	12	0.4%
35.0	12	0.4%
21.0	11	0.3%
Other values (1676)	2416	74.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	659	20.3%
1.0	10	0.3%
2.0	1	< 0.1%
3.0	1	< 0.1%
3.2	1	< 0.1%
3.3	2	0.1%
3.82	1	< 0.1%
3.9	1	< 0.1%
3.96	1	< 0.1%
4.0	4	0.1%

Value	Count	Frequency (%)
7384.44	1	< 0.1%
1949.0	1	< 0.1%
1707.0	1	< 0.1%
1674.0	1	< 0.1%
1583.63	1	< 0.1%
1386.0	1	< 0.1%
1125.0	1	< 0.1%
1060.0	1	< 0.1%
1050.28	1	< 0.1%
1026.81	1	< 0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3240
Missing (%)	100.0%
Memory size	28.6 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3240
Missing (%)	100.0%
Memory size	28.6 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3240
Missing (%)	100.0%
Memory size	28.6 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스아이디	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)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총종업원수	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
0	1	집단급식소	07_21_02_P	3410000	3410000-105-2017-00002	20170313	<NA>	3	폐업	2	폐업	20200602	<NA>	<NA>	<NA>	<NA>	44.10	700834	대구광역시 중구 남산동 0225-0001번지	대구광역시 중구 남산로4길 112 (남산동)	41969	성모유치원	20200602151854	U	2020-06-04 02:40:00.0	어린이집	343289.778615	263445.349134	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	19.6	<NA>	<NA>	<NA>
1	2	집단급식소	07_21_02_P	3410000	3410000-105-2017-00004	20170330	<NA>	3	폐업	2	폐업	20190619	<NA>	<NA>	<NA>	0532525234	19.30	700413	대구광역시 중구 삼덕동3가 0383번지 지상1층	대구광역시 중구 달구벌대로447길 77 (삼덕동3가, 지상1층)	41945	삼덕청아람어린이집	20190619115628	U	2019-06-21 02:40:00.0	어린이집	345088.997386	264051.834496	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	16.56	<NA>	<NA>	<NA>
2	3	집단급식소	07_21_02_P	3410000	3410000-105-2017-00006	20170828	<NA>	3	폐업	2	폐업	20190104	<NA>	<NA>	<NA>	<NA>	315.28	700440	대구광역시 중구 남산동 3006번지 반월당효성해링턴플레이스 301동 지하2층	대구광역시 중구 중앙대로66길 20 (남산동, 반월당효성해링턴플레이스 301동 지하2층)	41961	(주)서원유통 탑마트 대구점	20190104164219	U	2019-01-06 02:40:00.0	산업체	343902.080116	263530.809939	산업체	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	85.52	<NA>	<NA>	<NA>
3	4	집단급식소	07_21_02_P	3410000	3410000-105-2017-00001	20170306	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 2530130	11.27	700832	대구광역시 중구 남산동 0941-0001	대구광역시 중구 관덕정길 16 (남산동)	41966	남산교회어린이집	20220214132820	U	2022-02-16 02:40:00.0	어린이집	343580.868644	263936.60266	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	11.27	<NA>	<NA>	<NA>
4	5	집단급식소	07_21_02_P	3410000	3410000-105-2017-00003	20170317	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	138.64	700113	대구광역시 중구 태평로3가 0171-0001번지 지상6층	대구광역시 중구 태평로 39, 6층 (태평로3가)	41901	행복한재활요양병원	20180918160846	U	2018-09-18 23:59:59.0	병원	342814.745233	265335.083397	병원	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	68.98	<NA>	<NA>	<NA>
5	6	집단급식소	07_21_02_P	3410000	3410000-105-2017-00005	20170531	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 2553237	12.63	700320	대구광역시 중구 대신동 2106번지 107동 1층	대구광역시 중구 달구벌대로 1955 (대신동, 107동 1층)	41929	밤비니어린이집	20170616151953	I	2018-08-31 23:59:59.0	어린이집	342424.00132	263905.367548	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	12.63	<NA>	<NA>	<NA>
6	7	집단급식소	07_21_02_P	3410000	3410000-105-2017-00007	20171218	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 4201197	161.15	700412	대구광역시 중구 삼덕동2가 0149-0016 지상11층	대구광역시 중구 공평로 16, 지상11층 (삼덕동2가)	41940	주식회사 엠시티개발	20211227104225	U	2021-12-29 02:40:00.0	병원	344452.632755	263980.580167	병원	0	0	<NA>	<NA>	상수도전용	0	0	0	0	0	<NA>	0	0	N	43.4	<NA>	<NA>	<NA>
7	8	집단급식소	07_21_02_P	3410000	3410000-105-2018-00001	20180105	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 200 6965	<NA>	700721	대구광역시 중구 삼덕동2가 0050 경북대학교병원 영선동 지상1층	대구광역시 중구 동덕로 130, 경북대학교병원 영선동 지상1층 (삼덕동2가)	41944	경북대학교병원 직원식당	20200918172328	U	2020-09-20 02:40:00.0	병원	344867.643963	264091.210417	병원	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
8	9	집단급식소	07_21_02_P	3410000	3410000-105-2018-00002	20180111	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 257 2577	214.02	700113	대구광역시 중구 태평로3가 0174-0001 지상6층	대구광역시 중구 태평로 45, 지상6층 (태평로3가)	41901	중구노인복지관	20200630171656	U	2020-07-02 02:40:00.0	사회복지시설	342904.635961	265342.244557	사회복지시설	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	40.6	<NA>	<NA>	<NA>
9	10	집단급식소	07_21_02_P	3410000	3410000-105-2018-00003	20180308	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	103.85	700412	대구광역시 중구 삼덕동2가 0192-0004번지 지상 10층	대구광역시 중구 달구벌대로 2179, 지상 10층 (삼덕동2가)	41940	누네안과병원	20180504095009	I	2018-08-31 23:59:59.0	병원	344602.341735	263792.103324	병원	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	35.83	<NA>	<NA>	<NA>

	번호	개방서비스명	개방서비스아이디	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)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총종업원수	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
3230	3231	집단급식소	07_21_02_P	3480000	3480000-105-2016-00007	20160226	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 762 2619	46.00	711864	대구광역시 달성군 가창면 용계리 212-1번지	대구광역시 달성군 가창면 가창로 1049, 1층	42936	다사랑요양원	20170727095225	I	2018-08-31 23:59:59.0	사회복지시설	346689.143817	256512.727961	사회복지시설	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	23.04	<NA>	<NA>	<NA>
3231	3232	집단급식소	07_21_02_P	3480000	3480000-105-2016-00008	20160302	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 235 2961	764.93	<NA>	대구광역시 달성군 유가읍 봉리 598번지	대구광역시 달성군 유가읍 테크노북로6길 10, 1층	43015	포산중학교	20161102175433	I	2018-08-31 23:59:59.0	학교	332095.0	245003.0	학교	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	224.14	<NA>	<NA>	<NA>
3232	3233	집단급식소	07_21_02_P	3480000	3480000-105-2016-00009	20160302	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 235 2383	793.96	<NA>	대구광역시 달성군 유가읍 봉리 597번지	대구광역시 달성군 유가읍 테크노북로 144, 1층	43015	대구비슬초등학교	20170822183820	I	2018-08-31 23:59:59.0	학교	331968.0	245063.0	학교	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	229.76	<NA>	<NA>	<NA>
3233	3234	집단급식소	07_21_02_P	3480000	3480000-105-2016-00010	20160302	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 235 2105	225.48	<NA>	대구광역시 달성군 유가읍 봉리 597번지	대구광역시 달성군 유가읍 테크노북로 142, 4층	43015	대구비슬유치원	20170822183820	I	2018-08-31 23:59:59.0	어린이집	331945.0	245063.0	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	61.8	<NA>	<NA>	<NA>
3234	3235	집단급식소	07_21_02_P	3480000	3480000-105-2016-00011	20160303	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 235 2294	744.70	711815	대구광역시 달성군 다사읍 죽곡리 820번지	대구광역시 달성군 다사읍 대실역남로1길 31, 2층	42919	대구대실초등학교	20170105114708	I	2018-08-31 23:59:59.0	학교	332546.919668	262432.60402	학교	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	118.9	<NA>	<NA>	<NA>
3235	3236	집단급식소	07_21_02_P	3480000	3480000-105-2016-00012	20160304	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 235 2154	158.85	711842	대구광역시 달성군 옥포면 강림리 1216번지	대구광역시 달성군 옥포면 돌미로2서길 20, 4층	42974	대구옥빛유치원	20170822183820	I	2018-08-31 23:59:59.0	어린이집	329793.578962	254185.109953	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	65.26	<NA>	<NA>	<NA>
3236	3237	집단급식소	07_21_02_P	3480000	3480000-105-2001-00002	20011106	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053235 3854	<NA>	711861	대구광역시 달성군 가창면 냉천리 772-2번지	대구광역시 달성군 가창면 원정길 2	42938	가창중학교	20170717114031	I	2018-08-31 23:59:59.0	학교	348595.045772	253897.849332	학교	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
3237	3238	집단급식소	07_21_02_P	3480000	3480000-105-2002-00001	20020103	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 6151110	42.00	711852	대구광역시 달성군 논공읍 북리 1-121번지	대구광역시 달성군 논공읍 논공로117길 2	42984	오대금속(주)	20170717133037	I	2018-08-31 23:59:59.0	산업체	331745.546481	248233.903634	산업체	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	272.16	<NA>	<NA>	<NA>
3238	3239	집단급식소	07_21_02_P	3480000	3480000-105-2003-00001	20030328	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 235 1550	<NA>	711831	대구광역시 달성군 화원읍 구라리 1553번지	대구광역시 달성군 화원읍 성천로42길 2	42950	대구천내초등학교	20170717125538	I	2018-08-31 23:59:59.0	학교	335711.334336	257735.387756	학교	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
3239	3240	집단급식소	07_21_02_P	3480000	3480000-105-2003-00002	20030329	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053235 3396	<NA>	711838	대구광역시 달성군 화원읍 본리리 104-2번지	대구광역시 달성군 화원읍 성암로 48	42966	화원중학교	20170717142617	I	2018-08-31 23:59:59.0	학교	336388.666416	256457.442957	학교	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

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

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Lowercase Letter

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter