gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	3280
Missing cells	34460
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	22년11월_6270000_대구광역시_07_21_02_P_집단급식소
Author	대구광역시
URL	http://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000097105&dataSetDetailId=DDI_0000097130&provdMethod=FILE

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`급수시설구분명` is highly imbalanced (61.4%)	Imbalance
`건물소유구분명` is highly imbalanced (75.6%)	Imbalance
`다중이용업소여부` is highly imbalanced (98.9%)	Imbalance
`인허가취소일자` has 3280 (100.0%) missing values	Missing
`폐업일자` has 1863 (56.8%) missing values	Missing
`휴업시작일자` has 3280 (100.0%) missing values	Missing
`휴업종료일자` has 3280 (100.0%) missing values	Missing
`재개업일자` has 3280 (100.0%) missing values	Missing
`소재지전화` has 495 (15.1%) missing values	Missing
`소재지면적` has 496 (15.1%) missing values	Missing
`소재지우편번호` has 97 (3.0%) missing values	Missing
`도로명전체주소` has 398 (12.1%) missing values	Missing
`도로명우편번호` has 409 (12.5%) missing values	Missing
`좌표정보(X)` has 59 (1.8%) missing values	Missing
`좌표정보(Y)` has 59 (1.8%) missing values	Missing
`영업장주변구분명` has 3280 (100.0%) missing values	Missing
`등급구분명` has 3280 (100.0%) missing values	Missing
`본사직원수` has 1062 (32.4%) missing values	Missing
`전통업소지정번호` has 3280 (100.0%) missing values	Missing
`전통업소주된음식` has 3280 (100.0%) missing values	Missing
`홈페이지` has 3280 (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
`본사직원수` has 1998 (60.9%) zeros	Zeros
`시설총규모` has 672 (20.5%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 19:20:18.558641
Analysis finished	2023-12-10 19:20:20.602029
Duration	2.04 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	3280
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1640.5

Minimum	1
Maximum	3280
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.0 KiB

Quantile statistics

Minimum	1
5-th percentile	164.95
Q1	820.75
median	1640.5
Q3	2460.25
95-th percentile	3116.05
Maximum	3280
Range	3279
Interquartile range (IQR)	1639.5

Descriptive statistics

Standard deviation	946.99877
Coefficient of variation (CV)	0.57726228
Kurtosis	-1.2
Mean	1640.5
Median Absolute Deviation (MAD)	820
Skewness	0
Sum	5380840
Variance	896806.67
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
2193	1	< 0.1%
2183	1	< 0.1%
2184	1	< 0.1%
2185	1	< 0.1%
2186	1	< 0.1%
2187	1	< 0.1%
2188	1	< 0.1%
2189	1	< 0.1%
2190	1	< 0.1%
Other values (3270)	3270	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 (%)
3280	1	< 0.1%
3279	1	< 0.1%
3278	1	< 0.1%
3277	1	< 0.1%
3276	1	< 0.1%
3275	1	< 0.1%
3274	1	< 0.1%
3273	1	< 0.1%
3272	1	< 0.1%
3271	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

집단급식소	3280

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	3280	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
집단급식소	3280	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

07_21_02_P	3280

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	3280	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_21_02_p	3280	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3453271.3

Minimum	3410000
Maximum	3480000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.0 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	21329.682
Coefficient of variation (CV)	0.0061766596
Kurtosis	-0.97090572
Mean	3453271.3
Median Absolute Deviation (MAD)	10000
Skewness	-0.50026048
Sum	1.132673 × 10¹⁰
Variance	4.5495532 × 10⁸
Monotonicity	Increasing

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3470000	788	24.0%
3450000	566	17.3%
3480000	517	15.8%
3460000	418	12.7%
3420000	404	12.3%
3430000	271	8.3%
3440000	182	5.5%
3410000	134	4.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3410000	134	4.1%
3420000	404	12.3%
3430000	271	8.3%
3440000	182	5.5%
3450000	566	17.3%
3460000	418	12.7%
3470000	788	24.0%
3480000	517	15.8%

Value	Count	Frequency (%)
3480000	517	15.8%
3470000	788	24.0%
3460000	418	12.7%
3450000	566	17.3%
3440000	182	5.5%
3430000	271	8.3%
3420000	404	12.3%
3410000	134	4.1%

관리번호
Text

UNIQUE

Distinct	3280
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

Length

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

Characters and Unicode

Total characters	72160
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	3280 ?
Unique (%)	100.0%

Sample

1st row	3410000-105-2015-00005
2nd row	3410000-105-2015-00006
3rd row	3410000-105-2016-00003
4th row	3410000-105-2017-00002
5th row	3410000-105-2017-00004

Value	Count	Frequency (%)
3410000-105-2015-00005	1	< 0.1%
3470000-105-2005-00069	1	< 0.1%
3470000-105-1986-00002	1	< 0.1%
3470000-105-2003-00038	1	< 0.1%
3470000-105-2003-00041	1	< 0.1%
3470000-105-2003-00042	1	< 0.1%
3470000-105-2003-00044	1	< 0.1%
3470000-105-2003-00048	1	< 0.1%
3470000-105-2004-00003	1	< 0.1%
3470000-105-2005-00061	1	< 0.1%
Other values (3270)	3270	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	32413	44.9%
-	9840	13.6%
1	6822	9.5%
5	4765	6.6%
2	4669	6.5%
3	4422	6.1%
4	4136	5.7%
9	1468	2.0%
7	1458	2.0%
6	1109	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	62320	86.4%
Dash Punctuation	9840	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	32413	52.0%
1	6822	10.9%
5	4765	7.6%
2	4669	7.5%
3	4422	7.1%
4	4136	6.6%
9	1468	2.4%
7	1458	2.3%
6	1109	1.8%
8	1058	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	9840	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	72160	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	32413	44.9%
-	9840	13.6%
1	6822	9.5%
5	4765	6.6%
2	4669	6.5%
3	4422	6.1%
4	4136	5.7%
9	1468	2.0%
7	1458	2.0%
6	1109	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	72160	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	32413	44.9%
-	9840	13.6%
1	6822	9.5%
5	4765	6.6%
2	4669	6.5%
3	4422	6.1%
4	4136	5.7%
9	1468	2.0%
7	1458	2.0%
6	1109	1.5%

인허가일자
Real number (ℝ)

Distinct	2301
Distinct (%)	70.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20090329

Minimum	19600525
Maximum	20221128
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.0 KiB

Quantile statistics

Minimum	19600525
5-th percentile	19951197
Q1	20050610
median	20091210
Q3	20150908
95-th percentile	20201201
Maximum	20221128
Range	620603
Interquartile range (IQR)	100297.5

Descriptive statistics

Standard deviation	80829.134
Coefficient of variation (CV)	0.0040232858
Kurtosis	1.0872296
Mean	20090329
Median Absolute Deviation (MAD)	58998.5
Skewness	-0.7115689
Sum	6.5896278 × 10¹⁰
Variance	6.5333489 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20050810	25	0.8%
19900330	20	0.6%
19970713	18	0.5%
20051229	12	0.4%
20050819	12	0.4%
20050831	11	0.3%
20051228	11	0.3%
20050826	10	0.3%
20051230	10	0.3%
20051206	9	0.3%
Other values (2291)	3142	95.8%

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 (%)
20221128	1	< 0.1%
20221111	1	< 0.1%
20221110	1	< 0.1%
20221107	1	< 0.1%
20221101	1	< 0.1%
20221026	1	< 0.1%
20221020	2	0.1%
20221018	1	< 0.1%
20221006	1	< 0.1%
20221005	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3280
Missing (%)	100.0%
Memory size	29.0 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

1	1863
3	1417

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	3
5th row	3

Common Values

Value	Count	Frequency (%)
1	1863	56.8%
3	1417	43.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1863	56.8%
3	1417	43.2%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

영업/정상	1863
폐업	1417

Length

Max length	5
Median length	5
Mean length	3.7039634
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	1863	56.8%
폐업	1417	43.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	1863	56.8%
폐업	1417	43.2%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

1	1863
2	1417

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	2
5th row	2

Common Values

Value	Count	Frequency (%)
1	1863	56.8%
2	1417	43.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1863	56.8%
2	1417	43.2%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

영업	1863
폐업	1417

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	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
영업	1863	56.8%
폐업	1417	43.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	1863	56.8%
폐업	1417	43.2%

폐업일자
Real number (ℝ)

MISSING

Distinct	1122
Distinct (%)	79.2%
Missing	1863
Missing (%)	56.8%
Infinite	0
Infinite (%)	0.0%
Mean	20149382

Minimum	20010711
Maximum	20221123
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.0 KiB

Quantile statistics

Minimum	20010711
5-th percentile	20050783
Q1	20120215
median	20160414
Q3	20190508
95-th percentile	20211227
Maximum	20221123
Range	210412
Interquartile range (IQR)	70293

Descriptive statistics

Standard deviation	50292.504
Coefficient of variation (CV)	0.0024959825
Kurtosis	-0.49329585
Mean	20149382
Median Absolute Deviation (MAD)	30798
Skewness	-0.64474457
Sum	2.8551674 × 10¹⁰
Variance	2.529336 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20200708	6	0.2%
20190531	5	0.2%
20160307	4	0.1%
20030411	4	0.1%
20190805	4	0.1%
20170504	3	0.1%
20140304	3	0.1%
20150422	3	0.1%
20060428	3	0.1%
20200402	3	0.1%
Other values (1112)	1379	42.0%
(Missing)	1863	56.8%

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 (%)
20221123	1	< 0.1%
20221118	1	< 0.1%
20221117	1	< 0.1%
20221116	1	< 0.1%
20221114	1	< 0.1%
20221110	1	< 0.1%
20221108	1	< 0.1%
20221107	1	< 0.1%
20221031	1	< 0.1%
20221021	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3280
Missing (%)	100.0%
Memory size	29.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3280
Missing (%)	100.0%
Memory size	29.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3280
Missing (%)	100.0%
Memory size	29.0 KiB

소재지전화
Text

MISSING

Distinct	2585
Distinct (%)	92.8%
Missing	495
Missing (%)	15.1%
Memory size	25.8 KiB

Length

Max length	12
Median length	12
Mean length	11.299461
Min length	7

Characters and Unicode

Total characters	31469
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	2419 ?
Unique (%)	86.9%

Sample

1st row	053 4259520
2nd row	053 2101234
3rd row	0532525234
4th row	053 2553237
5th row	053 4201197

Value	Count	Frequency (%)
053	2417	37.4%
235	32	0.5%
615	25	0.4%
233	19	0.3%
232	19	0.3%
617	16	0.2%
586	14	0.2%
961	14	0.2%
583	14	0.2%
267	14	0.2%
Other values (2641)	3886	60.1%

Most occurring characters

Value	Count	Frequency (%)
0	5327	16.9%
5	5051	16.1%
3	4757	15.1%
	3899	12.4%
1	2207	7.0%
2	2199	7.0%
6	2040	6.5%
7	1826	5.8%
8	1409	4.5%
4	1392	4.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27570	87.6%
Space Separator	3899	12.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5327	19.3%
5	5051	18.3%
3	4757	17.3%
1	2207	8.0%
2	2199	8.0%
6	2040	7.4%
7	1826	6.6%
8	1409	5.1%
4	1392	5.0%
9	1362	4.9%

Space Separator

Value	Count	Frequency (%)
	3899	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	31469	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5327	16.9%
5	5051	16.1%
3	4757	15.1%
	3899	12.4%
1	2207	7.0%
2	2199	7.0%
6	2040	6.5%
7	1826	5.8%
8	1409	4.5%
4	1392	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31469	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5327	16.9%
5	5051	16.1%
3	4757	15.1%
	3899	12.4%
1	2207	7.0%
2	2199	7.0%
6	2040	6.5%
7	1826	5.8%
8	1409	4.5%
4	1392	4.4%

소재지면적
Text

MISSING

Distinct	1810
Distinct (%)	65.0%
Missing	496
Missing (%)	15.1%
Memory size	25.8 KiB

Length

Max length	8
Median length	6
Mean length	5.1921695
Min length	3

Characters and Unicode

Total characters	14455
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	1408 ?
Unique (%)	50.6%

Sample

1st row	27.74
2nd row	73.92
3rd row	90.38
4th row	44.10
5th row	19.30

Value	Count	Frequency (%)
00	184	6.6%
20.00	27	1.0%
15.00	23	0.8%
12.00	15	0.5%
16.00	14	0.5%
10.00	13	0.5%
16.50	13	0.5%
13.00	11	0.4%
30.00	10	0.4%
1.00	10	0.4%
Other values (1800)	2464	88.5%

Most occurring characters

Value	Count	Frequency (%)
0	2888	20.0%
.	2784	19.3%
1	1716	11.9%
2	1280	8.9%
5	921	6.4%
3	898	6.2%
6	866	6.0%
4	856	5.9%
8	818	5.7%
7	710	4.9%
Other values (2)	718	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11635	80.5%
Other Punctuation	2820	19.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2888	24.8%
1	1716	14.7%
2	1280	11.0%
5	921	7.9%
3	898	7.7%
6	866	7.4%
4	856	7.4%
8	818	7.0%
7	710	6.1%
9	682	5.9%

Other Punctuation

Value	Count	Frequency (%)
.	2784	98.7%
,	36	1.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	14455	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2888	20.0%
.	2784	19.3%
1	1716	11.9%
2	1280	8.9%
5	921	6.4%
3	898	6.2%
6	866	6.0%
4	856	5.9%
8	818	5.7%
7	710	4.9%
Other values (2)	718	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14455	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2888	20.0%
.	2784	19.3%
1	1716	11.9%
2	1280	8.9%
5	921	6.4%
3	898	6.2%
6	866	6.0%
4	856	5.9%
8	818	5.7%
7	710	4.9%
Other values (2)	718	5.0%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	532
Distinct (%)	16.7%
Missing	97
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	704997.56

Minimum	700030
Maximum	711893
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.0 KiB

Quantile statistics

Minimum	700030
5-th percentile	701170
Q1	702834
median	704808
Q3	706170
95-th percentile	711852
Maximum	711893
Range	11863
Interquartile range (IQR)	3336

Descriptive statistics

Standard deviation	3152.0039
Coefficient of variation (CV)	0.004470943
Kurtosis	0.34291575
Mean	704997.56
Median Absolute Deviation (MAD)	1961
Skewness	1.034379
Sum	2.2440072 × 10⁹
Variance	9935128.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
711852	56	1.7%
711812	43	1.3%
711891	35	1.1%
704080	34	1.0%
704801	34	1.0%
704900	32	1.0%
704837	32	1.0%
703825	31	0.9%
711855	31	0.9%
711815	30	0.9%
Other values (522)	2825	86.1%
(Missing)	97	3.0%

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%
700093	1	< 0.1%
700111	1	< 0.1%
700113	5	0.2%
700160	3	0.1%

Value	Count	Frequency (%)
711893	8	0.2%
711892	9	0.3%
711891	35	1.1%
711874	1	< 0.1%
711873	13	0.4%
711872	1	< 0.1%
711871	2	0.1%
711864	19	0.6%
711863	7	0.2%
711861	3	0.1%

소재지전체주소
Text

Distinct	2951
Distinct (%)	90.0%
Missing	2
Missing (%)	0.1%
Memory size	25.8 KiB

Length

Max length	55
Median length	49
Mean length	24.327334
Min length	16

Characters and Unicode

Total characters	79745
Distinct characters	392
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	2680 ?
Unique (%)	81.8%

Sample

1st row	대구광역시 중구 동인동1가 0275-0001 지상8층
2nd row	대구광역시 중구 남일동 0036-0001번지 지상15층
3rd row	대구광역시 중구 동성로2가 0122 지상4층
4th row	대구광역시 중구 남산동 0225-0001번지
5th row	대구광역시 중구 삼덕동3가 0383번지 지상1층

Value	Count	Frequency (%)
대구광역시	3285	21.7%
달서구	788	5.2%
북구	566	3.7%
달성군	517	3.4%
수성구	417	2.8%
동구	404	2.7%
서구	271	1.8%
남구	183	1.2%
중구	134	0.9%
다사읍	124	0.8%
Other values (3494)	8470	55.9%

Most occurring characters

Value	Count	Frequency (%)
	15144	19.0%
구	6241	7.8%
대	3664	4.6%
동	3548	4.4%
1	3456	4.3%
시	3339	4.2%
역	3303	4.1%
광	3295	4.1%
지	2809	3.5%
0	2778	3.5%
Other values (382)	32168	40.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	45610	57.2%
Decimal Number	16050	20.1%
Space Separator	15144	19.0%
Dash Punctuation	2152	2.7%
Close Punctuation	288	0.4%
Open Punctuation	288	0.4%
Uppercase Letter	138	0.2%
Other Punctuation	64	0.1%
Lowercase Letter	9	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	6241	13.7%
대	3664	8.0%
동	3548	7.8%
시	3339	7.3%
역	3303	7.2%
광	3295	7.2%
지	2809	6.2%
번	2131	4.7%
달	1318	2.9%
성	1212	2.7%
Other values (339)	14750	32.3%

Uppercase Letter

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

Decimal Number

Value	Count	Frequency (%)
1	3456	21.5%
0	2778	17.3%
2	1842	11.5%
3	1519	9.5%
4	1262	7.9%
5	1215	7.6%
6	1041	6.5%
7	1024	6.4%
8	1015	6.3%
9	898	5.6%

Other Punctuation

Value	Count	Frequency (%)
,	45	70.3%
.	14	21.9%
·	3	4.7%
&	1	1.6%
@	1	1.6%

Lowercase Letter

Value	Count	Frequency (%)
e	5	55.6%
h	2	22.2%
c	2	22.2%

Space Separator

Value	Count	Frequency (%)
	15144	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2152	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	288	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	288	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	45610	57.2%
Common	33988	42.6%
Latin	147	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	6241	13.7%
대	3664	8.0%
동	3548	7.8%
시	3339	7.3%
역	3303	7.2%
광	3295	7.2%
지	2809	6.2%
번	2131	4.7%
달	1318	2.9%
성	1212	2.7%
Other values (339)	14750	32.3%

Latin

Value	Count	Frequency (%)
A	31	21.1%
B	31	21.1%
L	9	6.1%
S	9	6.1%
K	7	4.8%
C	7	4.8%
D	6	4.1%
H	6	4.1%
T	5	3.4%
e	5	3.4%
Other values (13)	31	21.1%

Common

Value	Count	Frequency (%)
	15144	44.6%
1	3456	10.2%
0	2778	8.2%
-	2152	6.3%
2	1842	5.4%
3	1519	4.5%
4	1262	3.7%
5	1215	3.6%
6	1041	3.1%
7	1024	3.0%
Other values (10)	2555	7.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	45610	57.2%
ASCII	34132	42.8%
None	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	15144	44.4%
1	3456	10.1%
0	2778	8.1%
-	2152	6.3%
2	1842	5.4%
3	1519	4.5%
4	1262	3.7%
5	1215	3.6%
6	1041	3.0%
7	1024	3.0%
Other values (32)	2699	7.9%

Hangul

Value	Count	Frequency (%)
구	6241	13.7%
대	3664	8.0%
동	3548	7.8%
시	3339	7.3%
역	3303	7.2%
광	3295	7.2%
지	2809	6.2%
번	2131	4.7%
달	1318	2.9%
성	1212	2.7%
Other values (339)	14750	32.3%

None

Value	Count	Frequency (%)
·	3	100.0%

도로명전체주소
Text

MISSING

Distinct	2587
Distinct (%)	89.8%
Missing	398
Missing (%)	12.1%
Memory size	25.8 KiB

Length

Max length	60
Median length	53
Mean length	28.302221
Min length	19

Characters and Unicode

Total characters	81567
Distinct characters	422
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	2339 ?
Unique (%)	81.2%

Sample

1st row	대구광역시 중구 동덕로 197 (동인동1가, 지상8층)
2nd row	대구광역시 중구 국채보상로 582 (남일동, 지상15층)
3rd row	대구광역시 중구 동성로 17 (동성로2가, 지상4층)
4th row	대구광역시 중구 남산로4길 112 (남산동)
5th row	대구광역시 중구 달구벌대로447길 77 (삼덕동3가, 지상1층)

Value	Count	Frequency (%)
대구광역시	2888	17.7%
달서구	664	4.1%
북구	508	3.1%
달성군	479	2.9%
수성구	372	2.3%
동구	350	2.1%
1층	336	2.1%
서구	225	1.4%
남구	169	1.0%
다사읍	119	0.7%
Other values (2850)	10223	62.6%

Most occurring characters

Value	Count	Frequency (%)
	13453	16.5%
구	5752	7.1%
대	3767	4.6%
동	3525	4.3%
시	2967	3.6%
역	2930	3.6%
광	2898	3.6%
1	2831	3.5%
로	2769	3.4%
(	2688	3.3%
Other values (412)	37987	46.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	48836	59.9%
Space Separator	13453	16.5%
Decimal Number	11758	14.4%
Open Punctuation	2688	3.3%
Close Punctuation	2688	3.3%
Other Punctuation	1518	1.9%
Dash Punctuation	445	0.5%
Uppercase Letter	168	0.2%
Lowercase Letter	11	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	5752	11.8%
대	3767	7.7%
동	3525	7.2%
시	2967	6.1%
역	2930	6.0%
광	2898	5.9%
로	2769	5.7%
길	1438	2.9%
달	1386	2.8%
성	1343	2.8%
Other values (367)	20061	41.1%

Uppercase Letter

Value	Count	Frequency (%)
A	43	25.6%
B	36	21.4%
C	14	8.3%
L	9	5.4%
H	9	5.4%
S	9	5.4%
G	7	4.2%
K	7	4.2%
E	6	3.6%
D	6	3.6%
Other values (10)	22	13.1%

Decimal Number

Value	Count	Frequency (%)
1	2831	24.1%
2	1726	14.7%
3	1402	11.9%
5	1052	8.9%
0	969	8.2%
4	966	8.2%
7	779	6.6%
6	752	6.4%
9	648	5.5%
8	633	5.4%

Other Punctuation

Value	Count	Frequency (%)
,	1511	99.5%
.	3	0.2%
·	2	0.1%
&	1	0.1%
@	1	0.1%

Lowercase Letter

Value	Count	Frequency (%)
e	5	45.5%
h	2	18.2%
c	2	18.2%
t	1	9.1%
k	1	9.1%

Space Separator

Value	Count	Frequency (%)
	13453	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2688	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2688	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	445	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	48836	59.9%
Common	32552	39.9%
Latin	179	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	5752	11.8%
대	3767	7.7%
동	3525	7.2%
시	2967	6.1%
역	2930	6.0%
광	2898	5.9%
로	2769	5.7%
길	1438	2.9%
달	1386	2.8%
성	1343	2.8%
Other values (367)	20061	41.1%

Latin

Value	Count	Frequency (%)
A	43	24.0%
B	36	20.1%
C	14	7.8%
L	9	5.0%
H	9	5.0%
S	9	5.0%
G	7	3.9%
K	7	3.9%
E	6	3.4%
D	6	3.4%
Other values (15)	33	18.4%

Common

Value	Count	Frequency (%)
	13453	41.3%
1	2831	8.7%
(	2688	8.3%
)	2688	8.3%
2	1726	5.3%
,	1511	4.6%
3	1402	4.3%
5	1052	3.2%
0	969	3.0%
4	966	3.0%
Other values (10)	3266	10.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	48836	59.9%
ASCII	32729	40.1%
None	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	13453	41.1%
1	2831	8.6%
(	2688	8.2%
)	2688	8.2%
2	1726	5.3%
,	1511	4.6%
3	1402	4.3%
5	1052	3.2%
0	969	3.0%
4	966	3.0%
Other values (34)	3443	10.5%

Hangul

Value	Count	Frequency (%)
구	5752	11.8%
대	3767	7.7%
동	3525	7.2%
시	2967	6.1%
역	2930	6.0%
광	2898	5.9%
로	2769	5.7%
길	1438	2.9%
달	1386	2.8%
성	1343	2.8%
Other values (367)	20061	41.1%

None

Value	Count	Frequency (%)
·	2	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	971
Distinct (%)	33.8%
Missing	409
Missing (%)	12.5%
Infinite	0
Infinite (%)	0.0%
Mean	42156.688

Minimum	41000
Maximum	43024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.0 KiB

Quantile statistics

Minimum	41000
5-th percentile	41089
Q1	41545
median	42190
Q3	42738
95-th percentile	42986
Maximum	43024
Range	2024
Interquartile range (IQR)	1193

Descriptive statistics

Standard deviation	640.7827
Coefficient of variation (CV)	0.015200025
Kurtosis	-1.3366732
Mean	42156.688
Median Absolute Deviation (MAD)	596
Skewness	-0.23856966
Sum	1.2103185 × 10⁸
Variance	410602.47
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%
42709	16	0.5%
42974	16	0.5%
42979	16	0.5%
42921	15	0.5%
41590	14	0.4%
42982	14	0.4%
Other values (961)	2706	82.5%
(Missing)	409	12.5%

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	2732
Distinct (%)	83.3%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

Length

Max length	27
Median length	25
Mean length	7.9707317
Min length	2

Characters and Unicode

Total characters	26144
Distinct characters	571
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	2325 ?
Unique (%)	70.9%

Sample

1st row	유니온병원
2nd row	닥터굿재활의학병원
3rd row	브이성형외과의원
4th row	성모유치원
5th row	삼덕청아람어린이집

Value	Count	Frequency (%)
어린이집	88	2.4%
주식회사	44	1.2%
사회복지법인	31	0.8%
국공립	20	0.5%
유치원	13	0.3%
계명대학교	10	0.3%
의료법인	7	0.2%
경창산업(주	6	0.2%
참좋은어린이집	6	0.2%
대구점	6	0.2%
Other values (2827)	3493	93.8%

Most occurring characters

Value	Count	Frequency (%)
이	1312	5.0%
원	1104	4.2%
린	1063	4.1%
어	1063	4.1%
집	1024	3.9%
대	778	3.0%
구	661	2.5%
학	621	2.4%
교	593	2.3%
주	466	1.8%
Other values (561)	17459	66.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24575	94.0%
Close Punctuation	452	1.7%
Open Punctuation	447	1.7%
Space Separator	444	1.7%
Uppercase Letter	121	0.5%
Decimal Number	70	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	1312	5.3%
원	1104	4.5%
린	1063	4.3%
어	1063	4.3%
집	1024	4.2%
대	778	3.2%
구	661	2.7%
학	621	2.5%
교	593	2.4%
주	466	1.9%
Other values (520)	15890	64.7%

Uppercase Letter

Value	Count	Frequency (%)
S	20	16.5%
K	14	11.6%
M	10	8.3%
B	10	8.3%
T	8	6.6%
A	7	5.8%
G	6	5.0%
D	6	5.0%
H	6	5.0%
I	5	4.1%
Other values (12)	29	24.0%

Decimal Number

Value	Count	Frequency (%)
2	24	34.3%
1	18	25.7%
0	12	17.1%
3	8	11.4%
4	5	7.1%
6	2	2.9%
5	1	1.4%

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 (%)
)	452	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	447	100.0%

Space Separator

Value	Count	Frequency (%)
	444	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24575	94.0%
Common	1435	5.5%
Latin	134	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	1312	5.3%
원	1104	4.5%
린	1063	4.3%
어	1063	4.3%
집	1024	4.2%
대	778	3.2%
구	661	2.7%
학	621	2.5%
교	593	2.4%
주	466	1.9%
Other values (520)	15890	64.7%

Latin

Value	Count	Frequency (%)
S	20	14.9%
K	14	10.4%
M	10	7.5%
B	10	7.5%
e	8	6.0%
T	8	6.0%
A	7	5.2%
G	6	4.5%
D	6	4.5%
H	6	4.5%
Other values (16)	39	29.1%

Common

Value	Count	Frequency (%)
)	452	31.5%
(	447	31.1%
	444	30.9%
2	24	1.7%
1	18	1.3%
0	12	0.8%
-	11	0.8%
3	8	0.6%
4	5	0.3%
.	5	0.3%
Other values (5)	9	0.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24575	94.0%
ASCII	1568	6.0%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	1312	5.3%
원	1104	4.5%
린	1063	4.3%
어	1063	4.3%
집	1024	4.2%
대	778	3.2%
구	661	2.7%
학	621	2.5%
교	593	2.4%
주	466	1.9%
Other values (520)	15890	64.7%

ASCII

Value	Count	Frequency (%)
)	452	28.8%
(	447	28.5%
	444	28.3%
2	24	1.5%
S	20	1.3%
1	18	1.1%
K	14	0.9%
0	12	0.8%
-	11	0.7%
M	10	0.6%
Other values (30)	116	7.4%

None

Value	Count	Frequency (%)
·	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	3015
Distinct (%)	91.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0172028 × 10¹³

Minimum	2.0010823 × 10¹³
Maximum	2.0221128 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.0 KiB

Quantile statistics

Minimum	2.0010823 × 10¹³
5-th percentile	2.0060131 × 10¹³
Q1	2.0161223 × 10¹³
median	2.0180908 × 10¹³
Q3	2.0210306 × 10¹³
95-th percentile	2.022081 × 10¹³
Maximum	2.0221128 × 10¹³
Range	2.1030517 × 10¹¹
Interquartile range (IQR)	4.9083007 × 10¹⁰

Descriptive statistics

Standard deviation	4.8284334 × 10¹⁰
Coefficient of variation (CV)	0.0023936282
Kurtosis	1.4498687
Mean	2.0172028 × 10¹³
Median Absolute Deviation (MAD)	2.9205515 × 10¹⁰
Skewness	-1.4267012
Sum	6.6164251 × 10¹⁶
Variance	2.3313769 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20170822182146	200	6.1%
20020226000000	7	0.2%
20060612000000	7	0.2%
20051014000000	6	0.2%
20020513000000	5	0.2%
20170822183820	5	0.2%
20020321000000	5	0.2%
20020912000000	4	0.1%
20060802000000	4	0.1%
20050412000000	3	0.1%
Other values (3005)	3034	92.5%

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 (%)
20221128165721	1	< 0.1%
20221128103009	1	< 0.1%
20221124152323	1	< 0.1%
20221123144722	1	< 0.1%
20221123130628	1	< 0.1%
20221121171613	1	< 0.1%
20221121143051	1	< 0.1%
20221121104051	1	< 0.1%
20221118155704	1	< 0.1%
20221118144523	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

I	1716
U	1564

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	I
3rd row	U
4th row	U
5th row	U

Common Values

Value	Count	Frequency (%)
I	1716	52.3%
U	1564	47.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1716	52.3%
u	1564	47.7%

데이터갱신일자
Date

Distinct	675
Distinct (%)	20.6%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-11-30 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	25.8 KiB

어린이집	1030
집단급식소	811
학교	476
산업체	391
병원	283
Other values (6)	289

Length

Max length	8
Median length	6
Mean length	3.8115854
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
어린이집	1030	31.4%
집단급식소	811	24.7%
학교	476	14.5%
산업체	391	11.9%
병원	283	8.6%
사회복지시설	154	4.7%
공공기관	73	2.2%
기타 집단급식소	46	1.4%
수련원	8	0.2%
기숙사	6	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
어린이집	1030	31.0%
집단급식소	857	25.8%
학교	476	14.3%
산업체	391	11.8%
병원	283	8.5%
사회복지시설	154	4.6%
공공기관	73	2.2%
기타	46	1.4%
수련원	8	0.2%
기숙사	6	0.2%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2312
Distinct (%)	71.8%
Missing	59
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%
Mean	341501.76

Minimum	324456.69
Maximum	358275.31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.0 KiB

Quantile statistics

Minimum	324456.69
5-th percentile	331226.77
Q1	337437.58
median	340977.21
Q3	345915.73
95-th percentile	353740.64
Maximum	358275.31
Range	33818.613
Interquartile range (IQR)	8478.1547

Descriptive statistics

Standard deviation	6284.8593
Coefficient of variation (CV)	0.018403593
Kurtosis	-0.23732096
Mean	341501.76
Median Absolute Deviation (MAD)	4379.9199
Skewness	0.14440123
Sum	1.0999772 × 10⁹
Variance	39499457
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
336403.914140796	18	0.5%
347152.1669896	12	0.4%
342935.432333719	10	0.3%
334924.366071286	9	0.3%
345299.742438478	9	0.3%
334461.497981241	7	0.2%
339945.887945773	7	0.2%
344458.939850488	7	0.2%
343666.342763285	7	0.2%
339652.783261692	6	0.2%
Other values (2302)	3129	95.4%
(Missing)	59	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
324456.694801092	5	0.2%
324830.65034668	1	< 0.1%
326346.61064715	1	< 0.1%
326589.033997076	1	< 0.1%
326967.70547917	1	< 0.1%
327056.571282177	1	< 0.1%
327108.439044894	1	< 0.1%
327220.130902183	1	< 0.1%
327251.925895668	1	< 0.1%
327291.398763681	2	0.1%

Value	Count	Frequency (%)
358275.307432689	2	0.1%
358060.647418873	1	< 0.1%
358034.101424068	2	0.1%
357646.727977937	1	< 0.1%
356963.492593834	1	< 0.1%
356797.573679511	1	< 0.1%
356689.075456792	1	< 0.1%
356548.114071857	1	< 0.1%
356546.081154394	1	< 0.1%
356490.396358525	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	2312
Distinct (%)	71.8%
Missing	59
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%
Mean	262362.92

Minimum	237677.09
Maximum	279113.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.0 KiB

Quantile statistics

Minimum	237677.09
5-th percentile	248697.14
Q1	260295.98
median	262997.25
Q3	265715.14
95-th percentile	271864.98
Maximum	279113.7
Range	41436.604
Interquartile range (IQR)	5419.1685

Descriptive statistics

Standard deviation	6378.9076
Coefficient of variation (CV)	0.024313297
Kurtosis	2.8092754
Mean	262362.92
Median Absolute Deviation (MAD)	2710.2517
Skewness	-1.2220068
Sum	8.4507097 × 10⁸
Variance	40690462
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
257154.473732552	18	0.5%
256419.713277812	12	0.4%
264310.97571078	10	0.3%
256766.769217567	9	0.3%
266806.443246079	9	0.3%
262699.052324095	7	0.2%
261502.602455352	7	0.2%
267007.8061004	7	0.2%
261647.51640882	7	0.2%
269449.810238624	6	0.2%
Other values (2302)	3129	95.4%
(Missing)	59	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
237677.093670862	1	< 0.1%
237682.121456924	1	< 0.1%
237830.865376381	2	0.1%
237836.876877777	1	< 0.1%
237924.538923422	1	< 0.1%
237955.258609361	1	< 0.1%
238221.227882158	1	< 0.1%
238246.501108485	1	< 0.1%
238535.276618296	1	< 0.1%
238564.949793576	1	< 0.1%

Value	Count	Frequency (%)
279113.697219023	2	0.1%
278909.058905474	2	0.1%
278665.856239324	5	0.2%
278304.138333655	1	< 0.1%
278013.821040369	1	< 0.1%
277628.249514032	2	0.1%
277437.990648462	1	< 0.1%
276944.857555321	3	0.1%
276764.111561122	1	< 0.1%
276154.019724205	3	0.1%

위생업태명
Categorical

Distinct	11
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

어린이집	1030
집단급식소	811
학교	476
산업체	391
병원	283
Other values (6)	289

Length

Max length	8
Median length	6
Mean length	3.8115854
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
어린이집	1030	31.4%
집단급식소	811	24.7%
학교	476	14.5%
산업체	391	11.9%
병원	283	8.6%
사회복지시설	154	4.7%
공공기관	73	2.2%
기타 집단급식소	46	1.4%
수련원	8	0.2%
기숙사	6	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
어린이집	1030	31.0%
집단급식소	857	25.8%
학교	476	14.3%
산업체	391	11.8%
병원	283	8.5%
사회복지시설	154	4.6%
공공기관	73	2.2%
기타	46	1.4%
수련원	8	0.2%
기숙사	6	0.2%

남성종사자수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

<NA>	2823
0	457

Length

Max length	4
Median length	4
Mean length	3.5820122
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>	2823	86.1%
0	457	13.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2823	86.1%
0	457	13.9%

여성종사자수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

<NA>	2823
0	457

Length

Max length	4
Median length	4
Mean length	3.5820122
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>	2823	86.1%
0	457	13.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2823	86.1%
0	457	13.9%

영업장주변구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3280
Missing (%)	100.0%
Memory size	29.0 KiB

등급구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3280
Missing (%)	100.0%
Memory size	29.0 KiB

급수시설구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

상수도전용	2607
<NA>	654
지하수전용	18
전용상수도(특정시설의 자가용 수도)	1

Length

Max length	19
Median length	5
Mean length	4.804878
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
상수도전용	2607	79.5%
<NA>	654	19.9%
지하수전용	18	0.5%
전용상수도(특정시설의 자가용 수도)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
상수도전용	2607	79.4%
na	654	19.9%
지하수전용	18	0.5%
전용상수도(특정시설의	1	< 0.1%
자가용	1	< 0.1%
수도	1	< 0.1%

총직원수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

<NA>	2823
0	457

Length

Max length	4
Median length	4
Mean length	3.5820122
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>	2823	86.1%
0	457	13.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2823	86.1%
0	457	13.9%

본사직원수
Real number (ℝ)

MISSING ZEROS

Distinct	29
Distinct (%)	1.3%
Missing	1062
Missing (%)	32.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.75112714

Minimum	0
Maximum	160
Zeros	1998
Zeros (%)	60.9%
Negative	0
Negative (%)	0.0%
Memory size	29.0 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	5.318567
Coefficient of variation (CV)	7.0807813
Kurtosis	481.45729
Mean	0.75112714
Median Absolute Deviation (MAD)	0
Skewness	19.304155
Sum	1666
Variance	28.287155
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	1998	60.9%
1	47	1.4%
2	33	1.0%
3	25	0.8%
4	18	0.5%
12	12	0.4%
6	12	0.4%
10	11	0.3%
5	10	0.3%
8	9	0.3%
Other values (19)	43	1.3%
(Missing)	1062	32.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1998	60.9%
1	47	1.4%
2	33	1.0%
3	25	0.8%
4	18	0.5%
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%

공장사무직직원수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

<NA>	2823
0	457

Length

Max length	4
Median length	4
Mean length	3.5820122
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>	2823	86.1%
0	457	13.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2823	86.1%
0	457	13.9%

공장판매직직원수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

<NA>	2823
0	457

Length

Max length	4
Median length	4
Mean length	3.5820122
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>	2823	86.1%
0	457	13.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2823	86.1%
0	457	13.9%

공장생산직직원수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

<NA>	2823
0	457

Length

Max length	4
Median length	4
Mean length	3.5820122
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>	2823	86.1%
0	457	13.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2823	86.1%
0	457	13.9%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

<NA>	3050
자가	218
임대	12

Length

Max length	4
Median length	4
Mean length	3.8597561
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>	3050	93.0%
자가	218	6.6%
임대	12	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3050	93.0%
자가	218	6.6%
임대	12	0.4%

보증액
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

<NA>	1675
0	1605

Length

Max length	4
Median length	4
Mean length	2.5320122
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1675	51.1%
0	1605	48.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1675	51.1%
0	1605	48.9%

월세액
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.8 KiB

<NA>	1675
0	1605

Length

Max length	4
Median length	4
Mean length	2.5320122
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1675	51.1%
0	1605	48.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1675	51.1%
0	1605	48.9%

다중이용업소여부
Boolean

IMBALANCE

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

False	3277
True	3

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3277	99.9%
True	3	0.1%

시설총규모
Real number (ℝ)

ZEROS

Distinct	1694
Distinct (%)	51.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73.931241

Minimum	0
Maximum	7384.44
Zeros	672
Zeros (%)	20.5%
Negative	0
Negative (%)	0.0%
Memory size	29.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8.1
median	22.5
Q3	69.905
95-th percentile	299.7435
Maximum	7384.44
Range	7384.44
Interquartile range (IQR)	61.805

Descriptive statistics

Standard deviation	188.72746
Coefficient of variation (CV)	2.5527431
Kurtosis	696.75614
Mean	73.931241
Median Absolute Deviation (MAD)	22.5
Skewness	19.684738
Sum	242494.47
Variance	35618.055
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	672	20.5%
20.0	35	1.1%
15.0	30	0.9%
30.0	21	0.6%
12.0	17	0.5%
16.0	17	0.5%
10.0	13	0.4%
50.0	12	0.4%
45.0	12	0.4%
35.0	12	0.4%
Other values (1684)	2439	74.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	672	20.5%
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	3280
Missing (%)	100.0%
Memory size	29.0 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3280
Missing (%)	100.0%
Memory size	29.0 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3280
Missing (%)	100.0%
Memory size	29.0 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	총직원수	본사직원수	공장사무직직원수	공장판매직직원수	공장생산직직원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
0	1	집단급식소	07_21_02_P	3410000	3410000-105-2015-00005	20150810	<NA>	3	폐업	2	폐업	20210427	<NA>	<NA>	<NA>	053 4259520	27.74	700421	대구광역시 중구 동인동1가 0275-0001 지상8층	대구광역시 중구 동덕로 197 (동인동1가, 지상8층)	41911	유니온병원	20210427132217	U	2021-04-29 02:40:00.0	병원	344766.20158	264758.014933	병원	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	18.44	<NA>	<NA>	<NA>
1	2	집단급식소	07_21_02_P	3410000	3410000-105-2015-00006	20150819	<NA>	3	폐업	2	폐업	20160523	<NA>	<NA>	<NA>	053 2101234	73.92	700060	대구광역시 중구 남일동 0036-0001번지 지상15층	대구광역시 중구 국채보상로 582 (남일동, 지상15층)	41937	닥터굿재활의학병원	20160224174215	I	2018-08-31 23:59:59.0	병원	343908.47526	264557.544338	병원	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	26.68	<NA>	<NA>	<NA>
2	3	집단급식소	07_21_02_P	3410000	3410000-105-2016-00003	20161110	<NA>	3	폐업	2	폐업	20201022	<NA>	<NA>	<NA>	<NA>	90.38	700092	대구광역시 중구 동성로2가 0122 지상4층	대구광역시 중구 동성로 17 (동성로2가, 지상4층)	41937	브이성형외과의원	20201022144944	U	2020-10-24 02:40:00.0	병원	343962.348072	264339.229846	병원	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	19.88	<NA>	<NA>	<NA>
3	4	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>
4	5	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>
5	6	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>
6	7	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>
7	8	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>
8	9	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>
9	10	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>

	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	총직원수	공장사무직직원수	공장판매직직원수	공장생산직직원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
3270	3271	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 598	대구광역시 달성군 유가읍 테크노북로6길 10, 1층	43015	포산중학교	20221004113559	U	2022-10-06 02:40:00.0	학교	331954.099506	244996.392481	학교	0	0	<NA>	<NA>	상수도전용	0	0	0	0	<NA>	0	0	N	224.14	<NA>	<NA>	<NA>
3271	3272	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 597	대구광역시 달성군 유가읍 테크노북로 144, 1층	43015	대구비슬초등학교	20221004113540	U	2022-10-06 02:40:00.0	학교	331828.248119	244996.495226	학교	0	0	<NA>	<NA>	상수도전용	0	0	0	0	<NA>	0	0	N	229.76	<NA>	<NA>	<NA>
3272	3273	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 597	대구광역시 달성군 유가읍 테크노북로 142, 4층	43015	대구비슬유치원	20221004113644	U	2022-10-06 02:40:00.0	어린이집	331828.248119	244996.495226	어린이집	0	0	<NA>	<NA>	상수도전용	0	0	0	0	<NA>	0	0	N	61.8	<NA>	<NA>	<NA>
3273	3274	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 820	대구광역시 달성군 다사읍 대실역남로1길 31, 2층	42919	대구대실초등학교	20221004105348	U	2022-10-06 02:40:00.0	학교	332546.919668	262432.60402	학교	0	0	<NA>	<NA>	상수도전용	0	0	0	0	<NA>	0	0	N	118.9	<NA>	<NA>	<NA>
3274	3275	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>	<NA>	<NA>	<NA>	<NA>	0	0	N	65.26	<NA>	<NA>	<NA>
3275	3276	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 772-2	대구광역시 달성군 가창면 원정길 2	42938	가창중학교	20221004113317	U	2022-10-06 02:40:00.0	학교	348595.045773	253897.849332	학교	0	0	<NA>	<NA>	상수도전용	0	0	0	0	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>
3276	3277	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>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	272.16	<NA>	<NA>	<NA>
3277	3278	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 1553	대구광역시 달성군 화원읍 성천로42길 2	42950	대구천내초등학교	20221004114318	U	2022-10-06 02:40:00.0	학교	335711.334336	257735.387756	학교	0	0	<NA>	<NA>	상수도전용	0	0	0	0	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>
3278	3279	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 104-2	대구광역시 달성군 화원읍 성암로 48	42966	화원중학교	20221004114335	U	2022-10-06 02:40:00.0	학교	336388.666416	256457.442957	학교	0	0	<NA>	<NA>	상수도전용	0	0	0	0	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>
3279	3280	집단급식소	07_21_02_P	3480000	3480000-105-2015-00014	20150717	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 583 9344	281.87	<NA>	대구광역시 달성군 유가읍 상리 915-1번지 4동	대구광역시 달성군 유가읍 테크노중앙대로 193, 4동 1층	43020	(주)민영산업	20150817112109	I	2018-08-31 23:59:59.0	산업체	331682.337513	244067.634607	산업체	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	N	73.02	<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

Close Punctuation

Open 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