gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	4873
Missing cells	67867
Missing cells (%)	29.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.9 MiB
Average record size in memory	412.0 B

Variable types

Numeric	16
Categorical	15
Text	7
Unsupported	8
DateTime	1
Boolean	1

Dataset

Description	2021-01-04
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123104

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (62.7%)	Imbalance
`위생업태명` is highly imbalanced (62.9%)	Imbalance
`남성종사자수` is highly imbalanced (70.4%)	Imbalance
`여성종사자수` is highly imbalanced (67.2%)	Imbalance
`영업장주변구분명` is highly imbalanced (65.7%)	Imbalance
`급수시설구분명` is highly imbalanced (60.2%)	Imbalance
`인허가취소일자` has 4873 (100.0%) missing values	Missing
`폐업일자` has 1368 (28.1%) missing values	Missing
`휴업시작일자` has 4873 (100.0%) missing values	Missing
`휴업종료일자` has 4873 (100.0%) missing values	Missing
`재개업일자` has 4873 (100.0%) missing values	Missing
`소재지전화` has 951 (19.5%) missing values	Missing
`소재지면적` has 641 (13.2%) missing values	Missing
`소재지우편번호` has 95 (1.9%) missing values	Missing
`도로명전체주소` has 2179 (44.7%) missing values	Missing
`도로명우편번호` has 2225 (45.7%) missing values	Missing
`좌표정보(x)` has 245 (5.0%) missing values	Missing
`좌표정보(y)` has 245 (5.0%) missing values	Missing
`총종업원수` has 4873 (100.0%) missing values	Missing
`본사종업원수` has 1772 (36.4%) missing values	Missing
`공장사무직종업원수` has 1754 (36.0%) missing values	Missing
`공장판매직종업원수` has 1771 (36.3%) missing values	Missing
`공장생산직종업원수` has 1719 (35.3%) missing values	Missing
`보증액` has 4559 (93.6%) missing values	Missing
`월세액` has 4559 (93.6%) missing values	Missing
`전통업소지정번호` has 4873 (100.0%) missing values	Missing
`전통업소주된음식` has 4873 (100.0%) missing values	Missing
`홈페이지` has 4795 (98.4%) missing values	Missing
`Unnamed: 47` has 4873 (100.0%) missing values	Missing
`폐업일자` is highly skewed (γ1 = -37.06807729)	Skewed
`본사종업원수` is highly skewed (γ1 = 55.68652364)	Skewed
`공장판매직종업원수` is highly skewed (γ1 = 24.72838292)	Skewed
`번호` has unique values	Unique
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`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
`총종업원수` 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
`Unnamed: 47` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`본사종업원수` has 3062 (62.8%) zeros	Zeros
`공장사무직종업원수` has 2788 (57.2%) zeros	Zeros
`공장판매직종업원수` has 3067 (62.9%) zeros	Zeros
`공장생산직종업원수` has 2536 (52.0%) zeros	Zeros
`보증액` has 306 (6.3%) zeros	Zeros
`월세액` has 306 (6.3%) zeros	Zeros
`시설총규모` has 3722 (76.4%) zeros	Zeros

Reproduction

Analysis started	2024-04-20 13:26:09.507111
Analysis finished	2024-04-20 13:26:12.248735
Duration	2.74 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	4873
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2437

Minimum	1
Maximum	4873
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	1
5-th percentile	244.6
Q1	1219
median	2437
Q3	3655
95-th percentile	4629.4
Maximum	4873
Range	4872
Interquartile range (IQR)	2436

Descriptive statistics

Standard deviation	1406.8583
Coefficient of variation (CV)	0.57729104
Kurtosis	-1.2
Mean	2437
Median Absolute Deviation (MAD)	1218
Skewness	0
Sum	11875501
Variance	1979250.2
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3247	1	< 0.1%
3254	1	< 0.1%
3253	1	< 0.1%
3252	1	< 0.1%
3251	1	< 0.1%
3250	1	< 0.1%
3249	1	< 0.1%
3248	1	< 0.1%
3246	1	< 0.1%
Other values (4863)	4863	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
4873	1	< 0.1%
4872	1	< 0.1%
4871	1	< 0.1%
4870	1	< 0.1%
4869	1	< 0.1%
4868	1	< 0.1%
4867	1	< 0.1%
4866	1	< 0.1%
4865	1	< 0.1%
4864	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

식품제조가공업	4873

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품제조가공업	4873	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품제조가공업	4873	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

07_22_11_P	4873

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	07_22_11_P
2nd row	07_22_11_P
3rd row	07_22_11_P
4th row	07_22_11_P
5th row	07_22_11_P

Common Values

Value	Count	Frequency (%)
07_22_11_P	4873	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_22_11_p	4873	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3335901.9

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3260000
Q1	3300000
median	3340000
Q3	3370000
95-th percentile	3400000
Maximum	3400000
Range	150000
Interquartile range (IQR)	70000

Descriptive statistics

Standard deviation	41787.496
Coefficient of variation (CV)	0.012526596
Kurtosis	-0.88599229
Mean	3335901.9
Median Absolute Deviation (MAD)	30000
Skewness	-0.18677012
Sum	1.625585 × 10¹⁰
Variance	1.7461948 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3340000	772	15.8%
3390000	478	9.8%
3290000	462	9.5%
3400000	420	8.6%
3330000	395	8.1%
3350000	378	7.8%
3360000	318	6.5%
3300000	311	6.4%
3260000	281	5.8%
3310000	217	4.5%
Other values (6)	841	17.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	78	1.6%
3260000	281	5.8%
3270000	98	2.0%
3280000	103	2.1%
3290000	462	9.5%
3300000	311	6.4%
3310000	217	4.5%
3320000	190	3.9%
3330000	395	8.1%
3340000	772	15.8%

Value	Count	Frequency (%)
3400000	420	8.6%
3390000	478	9.8%
3380000	197	4.0%
3370000	175	3.6%
3360000	318	6.5%
3350000	378	7.8%
3340000	772	15.8%
3330000	395	8.1%
3320000	190	3.9%
3310000	217	4.5%

관리번호
Text

UNIQUE

Distinct	4873
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

Length

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

Characters and Unicode

Total characters	107206
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	4873 ?
Unique (%)	100.0%

Sample

1st row	3390000-106-2002-00003
2nd row	3390000-106-2013-00009
3rd row	3390000-106-2000-00885
4th row	3390000-106-1997-00280
5th row	3390000-106-1997-00581

Value	Count	Frequency (%)
3390000-106-2002-00003	1	< 0.1%
3310000-106-1998-00387	1	< 0.1%
3400000-106-1997-00165	1	< 0.1%
3400000-106-1995-00160	1	< 0.1%
3400000-106-1995-00045	1	< 0.1%
3400000-106-1995-00227	1	< 0.1%
3400000-106-1994-00137	1	< 0.1%
3400000-106-1994-00174	1	< 0.1%
3400000-106-1992-00129	1	< 0.1%
3400000-106-1992-00146	1	< 0.1%
Other values (4863)	4863	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	46809	43.7%
-	14619	13.6%
1	10766	10.0%
3	10099	9.4%
6	6769	6.3%
2	6631	6.2%
9	4066	3.8%
4	2470	2.3%
8	1744	1.6%
5	1625	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	92587	86.4%
Dash Punctuation	14619	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	46809	50.6%
1	10766	11.6%
3	10099	10.9%
6	6769	7.3%
2	6631	7.2%
9	4066	4.4%
4	2470	2.7%
8	1744	1.9%
5	1625	1.8%
7	1608	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	14619	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	107206	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	46809	43.7%
-	14619	13.6%
1	10766	10.0%
3	10099	9.4%
6	6769	6.3%
2	6631	6.2%
9	4066	3.8%
4	2470	2.3%
8	1744	1.6%
5	1625	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	107206	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	46809	43.7%
-	14619	13.6%
1	10766	10.0%
3	10099	9.4%
6	6769	6.3%
2	6631	6.2%
9	4066	3.8%
4	2470	2.3%
8	1744	1.6%
5	1625	1.5%

인허가일자
Real number (ℝ)

Distinct	3466
Distinct (%)	71.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20048712

Minimum	19631010
Maximum	20201230
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	19631010
5-th percentile	19841165
Q1	20000125
median	20060403
Q3	20131107
95-th percentile	20190213
Maximum	20201230
Range	570220
Interquartile range (IQR)	130982

Descriptive statistics

Standard deviation	108721.77
Coefficient of variation (CV)	0.0054228804
Kurtosis	1.6393313
Mean	20048712
Median Absolute Deviation (MAD)	69787
Skewness	-1.1295216
Sum	9.7697376 × 10¹⁰
Variance	1.1820423 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20020326	20	0.4%
20120525	8	0.2%
19720113	8	0.2%
20010517	8	0.2%
20010511	7	0.1%
20061128	7	0.1%
20150918	6	0.1%
20140613	6	0.1%
20140530	6	0.1%
20160921	5	0.1%
Other values (3456)	4792	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19631010	3	0.1%
19640110	2	< 0.1%
19640212	1	< 0.1%
19660401	1	< 0.1%
19660419	1	< 0.1%
19660430	1	< 0.1%
19660708	1	< 0.1%
19660902	1	< 0.1%
19661019	1	< 0.1%
19661107	1	< 0.1%

Value	Count	Frequency (%)
20201230	1	< 0.1%
20201229	2	< 0.1%
20201223	2	< 0.1%
20201217	2	< 0.1%
20201216	1	< 0.1%
20201210	1	< 0.1%
20201209	1	< 0.1%
20201203	1	< 0.1%
20201130	1	< 0.1%
20201123	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4873
Missing (%)	100.0%
Memory size	43.0 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

3	3505
1	1368

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	3505	71.9%
1	1368	28.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	3505	71.9%
1	1368	28.1%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

폐업	3505
영업/정상	1368

Length

Max length	5
Median length	2
Mean length	2.8421917
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	3505	71.9%
영업/정상	1368	28.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3505	71.9%
영업/정상	1368	28.1%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

2	3505
1	1368

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	3505	71.9%
1	1368	28.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	3505	71.9%
1	1368	28.1%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

폐업	3505
영업	1368

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	3505	71.9%
영업	1368	28.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3505	71.9%
영업	1368	28.1%

폐업일자
Real number (ℝ)

MISSING SKEWED

Distinct	2440
Distinct (%)	69.6%
Missing	1368
Missing (%)	28.1%
Infinite	0
Infinite (%)	0.0%
Mean	20085292

Minimum	10000101
Maximum	20201231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	10000101
5-th percentile	19990713
Q1	20030916
median	20090406
Q3	20150821
95-th percentile	20191125
Maximum	20201231
Range	10201130
Interquartile range (IQR)	119905

Descriptive statistics

Standard deviation	237922.09
Coefficient of variation (CV)	0.011845588
Kurtosis	1498.6128
Mean	20085292
Median Absolute Deviation (MAD)	59906
Skewness	-37.068077
Sum	7.0398948 × 10¹⁰
Variance	5.6606919 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20061215	18	0.4%
20080225	16	0.3%
20031203	14	0.3%
20050614	12	0.2%
20000331	9	0.2%
20041224	8	0.2%
20130404	8	0.2%
20050330	7	0.1%
20030916	7	0.1%
20040126	7	0.1%
Other values (2430)	3399	69.8%
(Missing)	1368	28.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10000101	1	< 0.1%
11111111	1	< 0.1%
19851214	1	< 0.1%
19900103	1	< 0.1%
19900131	1	< 0.1%
19900607	1	< 0.1%
19900703	1	< 0.1%
19900713	1	< 0.1%
19910314	1	< 0.1%
19921021	1	< 0.1%

Value	Count	Frequency (%)
20201231	2	< 0.1%
20201230	4	0.1%
20201229	2	< 0.1%
20201224	4	0.1%
20201222	2	< 0.1%
20201218	1	< 0.1%
20201216	1	< 0.1%
20201215	1	< 0.1%
20201214	1	< 0.1%
20201209	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4873
Missing (%)	100.0%
Memory size	43.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4873
Missing (%)	100.0%
Memory size	43.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4873
Missing (%)	100.0%
Memory size	43.0 KiB

소재지전화
Text

MISSING

Distinct	3288
Distinct (%)	83.8%
Missing	951
Missing (%)	19.5%
Memory size	38.2 KiB

Length

Max length	12
Median length	11
Mean length	10.521418
Min length	2

Characters and Unicode

Total characters	41265
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	3030 ?
Unique (%)	77.3%

Sample

1st row	051 3176677
2nd row	051 3282358
3rd row	051 3013269
4th row	051311 5930
5th row	051 301 6297

Value	Count	Frequency (%)
051	3446	40.9%
070	112	1.3%
727	21	0.2%
261	20	0.2%
231	19	0.2%
266	18	0.2%
722	18	0.2%
253	17	0.2%
728	17	0.2%
831	17	0.2%
Other values (3500)	4715	56.0%

Most occurring characters

Value	Count	Frequency (%)
0	6571	15.9%
5	6436	15.6%
1	6238	15.1%
	4547	11.0%
2	3581	8.7%
7	2624	6.4%
6	2586	6.3%
3	2574	6.2%
8	2290	5.5%
4	2134	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	36718	89.0%
Space Separator	4547	11.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6571	17.9%
5	6436	17.5%
1	6238	17.0%
2	3581	9.8%
7	2624	7.1%
6	2586	7.0%
3	2574	7.0%
8	2290	6.2%
4	2134	5.8%
9	1684	4.6%

Space Separator

Value	Count	Frequency (%)
	4547	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41265	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6571	15.9%
5	6436	15.6%
1	6238	15.1%
	4547	11.0%
2	3581	8.7%
7	2624	6.4%
6	2586	6.3%
3	2574	6.2%
8	2290	5.5%
4	2134	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41265	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6571	15.9%
5	6436	15.6%
1	6238	15.1%
	4547	11.0%
2	3581	8.7%
7	2624	6.4%
6	2586	6.3%
3	2574	6.2%
8	2290	5.5%
4	2134	5.2%

소재지면적
Text

MISSING

Distinct	3005
Distinct (%)	71.0%
Missing	641
Missing (%)	13.2%
Memory size	38.2 KiB

Length

Max length	10
Median length	9
Mean length	5.3315217
Min length	3

Characters and Unicode

Total characters	22563
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	2547 ?
Unique (%)	60.2%

Sample

1st row	1,480.80
2nd row	421.25
3rd row	27.50
4th row	1,251.05
5th row	293.00

Value	Count	Frequency (%)
00	374	8.8%
27.00	23	0.5%
33.00	11	0.3%
36.00	10	0.2%
20.00	10	0.2%
48.00	10	0.2%
60.00	10	0.2%
24.00	10	0.2%
12.00	9	0.2%
100.00	9	0.2%
Other values (2995)	3756	88.8%

Most occurring characters

Value	Count	Frequency (%)
.	4232	18.8%
0	4230	18.7%
1	2108	9.3%
2	1956	8.7%
4	1586	7.0%
3	1546	6.9%
5	1476	6.5%
6	1446	6.4%
8	1318	5.8%
9	1279	5.7%
Other values (2)	1386	6.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18154	80.5%
Other Punctuation	4409	19.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4230	23.3%
1	2108	11.6%
2	1956	10.8%
4	1586	8.7%
3	1546	8.5%
5	1476	8.1%
6	1446	8.0%
8	1318	7.3%
9	1279	7.0%
7	1209	6.7%

Other Punctuation

Value	Count	Frequency (%)
.	4232	96.0%
,	177	4.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22563	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	4232	18.8%
0	4230	18.7%
1	2108	9.3%
2	1956	8.7%
4	1586	7.0%
3	1546	6.9%
5	1476	6.5%
6	1446	6.4%
8	1318	5.8%
9	1279	5.7%
Other values (2)	1386	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22563	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	4232	18.8%
0	4230	18.7%
1	2108	9.3%
2	1956	8.7%
4	1586	7.0%
3	1546	6.9%
5	1476	6.5%
6	1446	6.4%
8	1318	5.8%
9	1279	5.7%
Other values (2)	1386	6.1%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	723
Distinct (%)	15.1%
Missing	95
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%
Mean	611323.96

Minimum	600011
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	600011
5-th percentile	602030
Q1	604851
median	611834
Q3	616819
95-th percentile	619903.15
Maximum	619953
Range	19942
Interquartile range (IQR)	11968

Descriptive statistics

Standard deviation	5728.0157
Coefficient of variation (CV)	0.0093698531
Kurtosis	-1.2384189
Mean	611323.96
Median Absolute Deviation (MAD)	5226
Skewness	-0.12209835
Sum	2.9209059 × 10⁹
Variance	32810164
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
604842	143	2.9%
604846	106	2.2%
602030	105	2.2%
604845	70	1.4%
619904	68	1.4%
617831	64	1.3%
614843	55	1.1%
609845	50	1.0%
609809	45	0.9%
604817	45	0.9%
Other values (713)	4027	82.6%
(Missing)	95	1.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	1	< 0.1%
600017	2	< 0.1%
600024	1	< 0.1%
600025	2	< 0.1%
600032	1	< 0.1%
600041	4	0.1%
600044	9	0.2%
600045	5	0.1%
600046	4	0.1%
600074	4	0.1%

Value	Count	Frequency (%)
619953	6	0.1%
619952	19	0.4%
619951	38	0.8%
619913	19	0.4%
619912	26	0.5%
619911	13	0.3%
619906	28	0.6%
619905	22	0.5%
619904	68	1.4%
619903	34	0.7%

소재지전체주소
Text

Distinct	4248
Distinct (%)	87.3%
Missing	5
Missing (%)	0.1%
Memory size	38.2 KiB

Length

Max length	82
Median length	67
Mean length	24.301767
Min length	16

Characters and Unicode

Total characters	118301
Distinct characters	398
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	3847 ?
Unique (%)	79.0%

Sample

1st row	부산광역시 사상구 학장동 748-7번지
2nd row	부산광역시 사상구 감전동 133-7번지
3rd row	부산광역시 사상구 감전동 143-16번지
4th row	부산광역시 사상구 삼락동 390-5번지
5th row	부산광역시 사상구 학장동 226-9번지

Value	Count	Frequency (%)
부산광역시	4871	21.7%
사하구	769	3.4%
사상구	477	2.1%
부산진구	463	2.1%
기장군	420	1.9%
장림동	398	1.8%
해운대구	394	1.8%
금정구	378	1.7%
강서구	318	1.4%
동래구	311	1.4%
Other values (4793)	13616	60.7%

Most occurring characters

Value	Count	Frequency (%)
	17551	14.8%
산	5845	4.9%
부	5809	4.9%
동	5402	4.6%
1	5293	4.5%
지	5033	4.3%
광	5010	4.2%
시	4983	4.2%
역	4877	4.1%
구	4655	3.9%
Other values (388)	53843	45.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	71178	60.2%
Decimal Number	24157	20.4%
Space Separator	17551	14.8%
Dash Punctuation	4358	3.7%
Uppercase Letter	431	0.4%
Other Punctuation	227	0.2%
Open Punctuation	192	0.2%
Close Punctuation	190	0.2%
Math Symbol	12	< 0.1%
Lowercase Letter	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	5845	8.2%
부	5809	8.2%
동	5402	7.6%
지	5033	7.1%
광	5010	7.0%
시	4983	7.0%
역	4877	6.9%
구	4655	6.5%
번	4599	6.5%
사	1365	1.9%
Other values (346)	23600	33.2%

Uppercase Letter

Value	Count	Frequency (%)
B	213	49.4%
T	129	29.9%
A	39	9.0%
C	11	2.6%
F	9	2.1%
D	5	1.2%
P	5	1.2%
S	5	1.2%
E	4	0.9%
L	4	0.9%
Other values (7)	7	1.6%

Decimal Number

Value	Count	Frequency (%)
1	5293	21.9%
2	3157	13.1%
3	2691	11.1%
4	2366	9.8%
5	2079	8.6%
0	1963	8.1%
6	1819	7.5%
7	1773	7.3%
8	1600	6.6%
9	1416	5.9%

Other Punctuation

Value	Count	Frequency (%)
,	198	87.2%
.	22	9.7%
/	4	1.8%
@	2	0.9%
:	1	0.4%

Lowercase Letter

Value	Count	Frequency (%)
e	1	20.0%
p	1	20.0%
a	1	20.0%
t	1	20.0%
b	1	20.0%

Space Separator

Value	Count	Frequency (%)
	17551	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4358	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	192	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	190	100.0%

Math Symbol

Value	Count	Frequency (%)
~	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	71178	60.2%
Common	46687	39.5%
Latin	436	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5845	8.2%
부	5809	8.2%
동	5402	7.6%
지	5033	7.1%
광	5010	7.0%
시	4983	7.0%
역	4877	6.9%
구	4655	6.5%
번	4599	6.5%
사	1365	1.9%
Other values (346)	23600	33.2%

Latin

Value	Count	Frequency (%)
B	213	48.9%
T	129	29.6%
A	39	8.9%
C	11	2.5%
F	9	2.1%
D	5	1.1%
P	5	1.1%
S	5	1.1%
E	4	0.9%
L	4	0.9%
Other values (12)	12	2.8%

Common

Value	Count	Frequency (%)
	17551	37.6%
1	5293	11.3%
-	4358	9.3%
2	3157	6.8%
3	2691	5.8%
4	2366	5.1%
5	2079	4.5%
0	1963	4.2%
6	1819	3.9%
7	1773	3.8%
Other values (10)	3637	7.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	71176	60.2%
ASCII	47123	39.8%
Compat Jamo	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17551	37.2%
1	5293	11.2%
-	4358	9.2%
2	3157	6.7%
3	2691	5.7%
4	2366	5.0%
5	2079	4.4%
0	1963	4.2%
6	1819	3.9%
7	1773	3.8%
Other values (32)	4073	8.6%

Hangul

Value	Count	Frequency (%)
산	5845	8.2%
부	5809	8.2%
동	5402	7.6%
지	5033	7.1%
광	5010	7.0%
시	4983	7.0%
역	4877	6.9%
구	4655	6.5%
번	4599	6.5%
사	1365	1.9%
Other values (345)	23598	33.2%

Compat Jamo

Value	Count	Frequency (%)
ㅎ	2	100.0%

도로명전체주소
Text

MISSING

Distinct	2557
Distinct (%)	94.9%
Missing	2179
Missing (%)	44.7%
Memory size	38.2 KiB

Length

Max length	87
Median length	58
Mean length	30.582777
Min length	19

Characters and Unicode

Total characters	82390
Distinct characters	405
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	2449 ?
Unique (%)	90.9%

Sample

1st row	부산광역시 사상구 학장로83번길 34 (학장동)
2nd row	부산광역시 사상구 새벽시장로133번길 11, 1~2층 (감전동)
3rd row	부산광역시 사상구 새벽로 141 (감전동)
4th row	부산광역시 사상구 낙동대로1348번길 54 (삼락동)
5th row	부산광역시 사상구 가야대로104번길 36 (학장동)

Value	Count	Frequency (%)
부산광역시	2697	17.0%
1층	449	2.8%
사하구	435	2.7%
기장군	283	1.8%
사상구	260	1.6%
부산진구	248	1.6%
해운대구	222	1.4%
금정구	221	1.4%
강서구	210	1.3%
장림동	205	1.3%
Other values (2972)	10589	66.9%

Most occurring characters

Value	Count	Frequency (%)
	13130	15.9%
산	3419	4.1%
1	3389	4.1%
부	3278	4.0%
동	3243	3.9%
시	2854	3.5%
광	2841	3.4%
역	2701	3.3%
구	2554	3.1%
로	2548	3.1%
Other values (395)	42433	51.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	48417	58.8%
Decimal Number	13280	16.1%
Space Separator	13130	15.9%
Close Punctuation	2497	3.0%
Open Punctuation	2497	3.0%
Other Punctuation	1871	2.3%
Dash Punctuation	478	0.6%
Uppercase Letter	186	0.2%
Math Symbol	33	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	3419	7.1%
부	3278	6.8%
동	3243	6.7%
시	2854	5.9%
광	2841	5.9%
역	2701	5.6%
구	2554	5.3%
로	2548	5.3%
길	1596	3.3%
번	1454	3.0%
Other values (357)	21929	45.3%

Uppercase Letter

Value	Count	Frequency (%)
B	88	47.3%
A	51	27.4%
C	15	8.1%
E	5	2.7%
F	5	2.7%
I	5	2.7%
S	4	2.2%
G	3	1.6%
T	2	1.1%
D	2	1.1%
Other values (5)	6	3.2%

Decimal Number

Value	Count	Frequency (%)
1	3389	25.5%
2	1935	14.6%
3	1496	11.3%
4	1154	8.7%
0	1097	8.3%
5	1016	7.7%
6	993	7.5%
7	781	5.9%
9	726	5.5%
8	693	5.2%

Other Punctuation

Value	Count	Frequency (%)
,	1866	99.7%
.	2	0.1%
@	1	0.1%
*	1	0.1%
/	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	2496	> 99.9%
]	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	2496	> 99.9%
[	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	13130	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	478	100.0%

Math Symbol

Value	Count	Frequency (%)
~	33	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	48417	58.8%
Common	33786	41.0%
Latin	187	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	3419	7.1%
부	3278	6.8%
동	3243	6.7%
시	2854	5.9%
광	2841	5.9%
역	2701	5.6%
구	2554	5.3%
로	2548	5.3%
길	1596	3.3%
번	1454	3.0%
Other values (357)	21929	45.3%

Common

Value	Count	Frequency (%)
	13130	38.9%
1	3389	10.0%
)	2496	7.4%
(	2496	7.4%
2	1935	5.7%
,	1866	5.5%
3	1496	4.4%
4	1154	3.4%
0	1097	3.2%
5	1016	3.0%
Other values (12)	3711	11.0%

Latin

Value	Count	Frequency (%)
B	88	47.1%
A	51	27.3%
C	15	8.0%
E	5	2.7%
F	5	2.7%
I	5	2.7%
S	4	2.1%
G	3	1.6%
T	2	1.1%
D	2	1.1%
Other values (6)	7	3.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	48417	58.8%
ASCII	33973	41.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	13130	38.6%
1	3389	10.0%
)	2496	7.3%
(	2496	7.3%
2	1935	5.7%
,	1866	5.5%
3	1496	4.4%
4	1154	3.4%
0	1097	3.2%
5	1016	3.0%
Other values (28)	3898	11.5%

Hangul

Value	Count	Frequency (%)
산	3419	7.1%
부	3278	6.8%
동	3243	6.7%
시	2854	5.9%
광	2841	5.9%
역	2701	5.6%
구	2554	5.3%
로	2548	5.3%
길	1596	3.3%
번	1454	3.0%
Other values (357)	21929	45.3%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	985
Distinct (%)	37.2%
Missing	2225
Missing (%)	45.7%
Infinite	0
Infinite (%)	0.0%
Mean	47722.14

Minimum	46000
Maximum	49526
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	46000
5-th percentile	46047
Q1	46711
median	47576
Q3	48964
95-th percentile	49478
Maximum	49526
Range	3526
Interquartile range (IQR)	2253

Descriptive statistics

Standard deviation	1185.5519
Coefficient of variation (CV)	0.024842807
Kurtosis	-1.3356128
Mean	47722.14
Median Absolute Deviation (MAD)	936
Skewness	0.1689007
Sum	1.2636823 × 10⁸
Variance	1405533.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49478	63	1.3%
49277	60	1.2%
46079	40	0.8%
49469	37	0.8%
47032	37	0.8%
49526	27	0.6%
49273	26	0.5%
46706	23	0.5%
47253	22	0.5%
46704	18	0.4%
Other values (975)	2295	47.1%
(Missing)	2225	45.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46000	1	< 0.1%
46003	1	< 0.1%
46004	3	0.1%
46006	5	0.1%
46007	1	< 0.1%
46008	4	0.1%
46013	1	< 0.1%
46015	1	< 0.1%
46017	2	< 0.1%
46018	10	0.2%

Value	Count	Frequency (%)
49526	27	0.6%
49525	1	< 0.1%
49522	5	0.1%
49521	4	0.1%
49516	1	< 0.1%
49511	2	< 0.1%
49510	1	< 0.1%
49505	1	< 0.1%
49504	1	< 0.1%
49500	1	< 0.1%

사업장명
Text

Distinct	4043
Distinct (%)	83.0%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

Length

Max length	32
Median length	31
Mean length	6.0004104
Min length	1

Characters and Unicode

Total characters	29240
Distinct characters	798
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	3465 ?
Unique (%)	71.1%

Sample

1st row	한양식품
2nd row	(주)로띠번코리아
3rd row	주왕산식품
4th row	제일식품
5th row	서울제분

Value	Count	Frequency (%)
주식회사	158	2.9%
식품	21	0.4%
coffee	16	0.3%
도시락	12	0.2%
주	10	0.2%
하나식품	9	0.2%
농업회사법인	9	0.2%
food	9	0.2%
푸드	9	0.2%
동해식품	8	0.1%
Other values (4252)	5202	95.2%

Most occurring characters

Value	Count	Frequency (%)
식	1676	5.7%
품	1442	4.9%
주	1208	4.1%
)	1125	3.8%
(	1120	3.8%
산	638	2.2%
	591	2.0%
드	549	1.9%
이	535	1.8%
푸	488	1.7%
Other values (788)	19868	67.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24992	85.5%
Close Punctuation	1125	3.8%
Open Punctuation	1120	3.8%
Uppercase Letter	807	2.8%
Space Separator	591	2.0%
Lowercase Letter	370	1.3%
Decimal Number	133	0.5%
Other Punctuation	91	0.3%
Dash Punctuation	6	< 0.1%
Other Symbol	3	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
식	1676	6.7%
품	1442	5.8%
주	1208	4.8%
산	638	2.6%
드	549	2.2%
이	535	2.1%
푸	488	2.0%
스	475	1.9%
사	466	1.9%
리	345	1.4%
Other values (717)	17170	68.7%

Uppercase Letter

Value	Count	Frequency (%)
F	95	11.8%
O	84	10.4%
S	69	8.6%
C	65	8.1%
E	59	7.3%
A	51	6.3%
T	44	5.5%
D	37	4.6%
R	37	4.6%
B	36	4.5%
Other values (13)	230	28.5%

Lowercase Letter

Value	Count	Frequency (%)
e	60	16.2%
o	56	15.1%
a	35	9.5%
n	32	8.6%
f	20	5.4%
s	18	4.9%
r	17	4.6%
t	17	4.6%
i	15	4.1%
m	13	3.5%
Other values (13)	87	23.5%

Decimal Number

Value	Count	Frequency (%)
2	37	27.8%
1	28	21.1%
0	14	10.5%
3	12	9.0%
4	10	7.5%
9	9	6.8%
7	7	5.3%
8	7	5.3%
5	6	4.5%
6	3	2.3%

Other Punctuation

Value	Count	Frequency (%)
&	49	53.8%
.	32	35.2%
'	3	3.3%
·	2	2.2%
"	2	2.2%
/	1	1.1%
,	1	1.1%
!	1	1.1%

Close Punctuation

Value	Count	Frequency (%)
)	1125	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1120	100.0%

Space Separator

Value	Count	Frequency (%)
	591	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	3	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24984	85.4%
Common	3067	10.5%
Latin	1178	4.0%
Han	11	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
식	1676	6.7%
품	1442	5.8%
주	1208	4.8%
산	638	2.6%
드	549	2.2%
이	535	2.1%
푸	488	2.0%
스	475	1.9%
사	466	1.9%
리	345	1.4%
Other values (707)	17162	68.7%

Latin

Value	Count	Frequency (%)
F	95	8.1%
O	84	7.1%
S	69	5.9%
C	65	5.5%
e	60	5.1%
E	59	5.0%
o	56	4.8%
A	51	4.3%
T	44	3.7%
D	37	3.1%
Other values (37)	558	47.4%

Common

Value	Count	Frequency (%)
)	1125	36.7%
(	1120	36.5%
	591	19.3%
&	49	1.6%
2	37	1.2%
.	32	1.0%
1	28	0.9%
0	14	0.5%
3	12	0.4%
4	10	0.3%
Other values (13)	49	1.6%

Han

Value	Count	Frequency (%)
中	1	9.1%
茶	1	9.1%
見	1	9.1%
院	1	9.1%
功	1	9.1%
手	1	9.1%
水	1	9.1%
若	1	9.1%
情	1	9.1%
父	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24981	85.4%
ASCII	4242	14.5%
CJK	11	< 0.1%
None	5	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
식	1676	6.7%
품	1442	5.8%
주	1208	4.8%
산	638	2.6%
드	549	2.2%
이	535	2.1%
푸	488	2.0%
스	475	1.9%
사	466	1.9%
리	345	1.4%
Other values (706)	17159	68.7%

ASCII

Value	Count	Frequency (%)
)	1125	26.5%
(	1120	26.4%
	591	13.9%
F	95	2.2%
O	84	2.0%
S	69	1.6%
C	65	1.5%
e	60	1.4%
E	59	1.4%
o	56	1.3%
Other values (58)	918	21.6%

None

Value	Count	Frequency (%)
㈜	3	60.0%
·	2	40.0%

CJK

Value	Count	Frequency (%)
中	1	9.1%
茶	1	9.1%
見	1	9.1%
院	1	9.1%
功	1	9.1%
手	1	9.1%
水	1	9.1%
若	1	9.1%
情	1	9.1%
父	1	9.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	3860
Distinct (%)	79.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0113108 × 10¹³

Minimum	1.9990203 × 10¹³
Maximum	2.0201231 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	1.9990203 × 10¹³
5-th percentile	2.0010927 × 10¹³
Q1	2.0040413 × 10¹³
median	2.0130108 × 10¹³
Q3	2.0180316 × 10¹³
95-th percentile	2.0200717 × 10¹³
Maximum	2.0201231 × 10¹³
Range	2.1102818 × 10¹¹
Interquartile range (IQR)	1.3990312 × 10¹¹

Descriptive statistics

Standard deviation	6.9539044 × 10¹⁰
Coefficient of variation (CV)	0.0034573992
Kurtosis	-1.5123314
Mean	2.0113108 × 10¹³
Median Absolute Deviation (MAD)	6.0314004 × 10¹⁰
Skewness	-0.23337719
Sum	9.8011178 × 10¹⁶
Variance	4.8356787 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20020612000000	58	1.2%
20060428000000	50	1.0%
20020225000000	45	0.9%
20010731000000	42	0.9%
20020715000000	36	0.7%
20020305000000	35	0.7%
20010728000000	34	0.7%
20020527000000	33	0.7%
20031204000000	27	0.6%
20020829000000	25	0.5%
Other values (3850)	4488	92.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990203000000	7	0.1%
19990205000000	1	< 0.1%
19990218000000	5	0.1%
19990219000000	2	< 0.1%
19990310000000	1	< 0.1%
19990312000000	1	< 0.1%
19990316000000	10	0.2%
19990318000000	12	0.2%
19990324000000	1	< 0.1%
19990329000000	4	0.1%

Value	Count	Frequency (%)
20201231180253	1	< 0.1%
20201231145344	1	< 0.1%
20201230172447	1	< 0.1%
20201230172402	1	< 0.1%
20201230155409	1	< 0.1%
20201230154406	1	< 0.1%
20201230150536	1	< 0.1%
20201230140844	1	< 0.1%
20201230105927	1	< 0.1%
20201229173449	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

I	4027
U	846

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	I
4th row	U
5th row	I

Common Values

Value	Count	Frequency (%)
I	4027	82.6%
U	846	17.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	4027	82.6%
u	846	17.4%

데이터갱신일자
Date

Distinct	580
Distinct (%)	11.9%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-01-02 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

식품제조가공업	3721
기타 식품제조가공업	958
<NA>	175
도시락제조업	17
분식	1

Length

Max length	10
Median length	7
Mean length	7.4771188
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
식품제조가공업	3721	76.4%
기타 식품제조가공업	958	19.7%
<NA>	175	3.6%
도시락제조업	17	0.3%
분식	1	< 0.1%
주류제조업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품제조가공업	4679	80.2%
기타	958	16.4%
na	175	3.0%
도시락제조업	17	0.3%
분식	1	< 0.1%
주류제조업	1	< 0.1%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	3450
Distinct (%)	74.5%
Missing	245
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	386961.59

Minimum	362913.86
Maximum	409357.26
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	362913.86
5-th percentile	377372.11
Q1	380869.91
median	386932.74
Q3	391672.08
95-th percentile	401557.83
Maximum	409357.26
Range	46443.402
Interquartile range (IQR)	10802.172

Descriptive statistics

Standard deviation	7415.8362
Coefficient of variation (CV)	0.01916427
Kurtosis	0.010017137
Mean	386961.59
Median Absolute Deviation (MAD)	5505.6663
Skewness	0.33048332
Sum	1.7908582 × 10⁹
Variance	54994626
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
383449.669961635	53	1.1%
378968.772298381	35	0.7%
393233.931123062	26	0.5%
382570.401135476	20	0.4%
387528.393422261	14	0.3%
402750.992777099	13	0.3%
379815.215807943	12	0.2%
378428.966209849	12	0.2%
402792.323019555	12	0.2%
392880.268663129	11	0.2%
Other values (3440)	4420	90.7%
(Missing)	245	5.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
362913.855865642	1	< 0.1%
364635.160006689	1	< 0.1%
365083.695260416	1	< 0.1%
366344.108366431	1	< 0.1%
367098.648578583	1	< 0.1%
367302.077334803	1	< 0.1%
367390.559894293	1	< 0.1%
367423.884531247	1	< 0.1%
367815.737104513	1	< 0.1%
367820.128988913	1	< 0.1%

Value	Count	Frequency (%)
409357.257713329	2	< 0.1%
409147.720337583	1	< 0.1%
407919.897384557	1	< 0.1%
407871.508884898	2	< 0.1%
407820.16806719	1	< 0.1%
407703.086321502	1	< 0.1%
407541.852777801	1	< 0.1%
407432.77113005	1	< 0.1%
407418.648415535	1	< 0.1%
407233.962652867	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	3450
Distinct (%)	74.5%
Missing	245
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	186676.39

Minimum	170926.8
Maximum	211328.08
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	170926.8
5-th percentile	176357.62
Q1	180260.57
median	186998.39
Q3	191451.89
95-th percentile	198347.93
Maximum	211328.08
Range	40401.285
Interquartile range (IQR)	11191.317

Descriptive statistics

Standard deviation	7165.7859
Coefficient of variation (CV)	0.038386139
Kurtosis	-0.1863245
Mean	186676.39
Median Absolute Deviation (MAD)	5234.2836
Skewness	0.32780461
Sum	8.6393833 × 10⁸
Variance	51348487
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
174683.069423816	53	1.1%
182801.31604478	35	0.7%
192684.487637586	26	0.5%
187570.045156033	19	0.4%
186694.666831446	14	0.3%
194137.607655897	13	0.3%
199422.531912758	12	0.2%
177298.418573324	12	0.2%
177453.67734986	12	0.2%
175767.563913389	11	0.2%
Other values (3440)	4421	90.7%
(Missing)	245	5.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
170926.797137097	1	< 0.1%
174096.498143437	1	< 0.1%
174213.492106852	1	< 0.1%
174289.976688419	2	< 0.1%
174380.190006345	1	< 0.1%
174415.425547526	10	0.2%
174419.270504403	4	0.1%
174422.347875421	1	< 0.1%
174428.418993288	3	0.1%
174442.203589134	1	< 0.1%

Value	Count	Frequency (%)
211328.08235601	1	< 0.1%
210855.07033937	1	< 0.1%
210458.376643536	2	< 0.1%
210346.680159948	1	< 0.1%
210004.830136767	1	< 0.1%
209900.932326718	1	< 0.1%
209890.530128105	1	< 0.1%
209640.461628918	1	< 0.1%
209337.11910772	1	< 0.1%
209321.781147486	1	< 0.1%

위생업태명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

식품제조가공업	3731
기타 식품제조가공업	948
<NA>	175
도시락제조업	17
분식	1

Length

Max length	10
Median length	7
Mean length	7.4709624
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
식품제조가공업	3731	76.6%
기타 식품제조가공업	948	19.5%
<NA>	175	3.6%
도시락제조업	17	0.3%
분식	1	< 0.1%
주류제조업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품제조가공업	4679	80.4%
기타	948	16.3%
na	175	3.0%
도시락제조업	17	0.3%
분식	1	< 0.1%
주류제조업	1	< 0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

<NA>	3993
0	816
1	38
2	22
3	3

Length

Max length	4
Median length	4
Mean length	3.4582393
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3993	81.9%
0	816	16.7%
1	38	0.8%
2	22	0.5%
3	3	0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3993	81.9%
0	816	16.7%
1	38	0.8%
2	22	0.5%
3	3	0.1%
4	1	< 0.1%

여성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

<NA>	3994
0	816
1	42
2	18
3	3

Length

Max length	4
Median length	4
Mean length	3.4588549
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3994	82.0%
0	816	16.7%
1	42	0.9%
2	18	0.4%
3	3	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3994	82.0%
0	816	16.7%
1	42	0.9%
2	18	0.4%
3	3	0.1%

영업장주변구분명
Categorical

IMBALANCE

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

<NA>	3358
기타	1416
주택가주변	75
아파트지역	11
학교정화(상대)	6
Other values (3)	7

Length

Max length	8
Median length	4
Mean length	3.4467474
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3358	68.9%
기타	1416	29.1%
주택가주변	75	1.5%
아파트지역	11	0.2%
학교정화(상대)	6	0.1%
유흥업소밀집지역	4	0.1%
결혼예식장주변	2	< 0.1%
학교정화(절대)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3358	68.9%
기타	1416	29.1%
주택가주변	75	1.5%
아파트지역	11	0.2%
학교정화(상대	6	0.1%
유흥업소밀집지역	4	0.1%
결혼예식장주변	2	< 0.1%
학교정화(절대	1	< 0.1%

등급구분명
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

<NA>	3358
기타	1402
자율	112
지도	1

Length

Max length	4
Median length	4
Mean length	3.3782064
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3358	68.9%
기타	1402	28.8%
자율	112	2.3%
지도	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3358	68.9%
기타	1402	28.8%
자율	112	2.3%
지도	1	< 0.1%

급수시설구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

<NA>	3008
상수도전용	1824
지하수전용	27
상수도(음용)지하수(주방용)겸용	9
간이상수도	4

Length

Max length	19
Median length	4
Mean length	4.407757
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3008	61.7%
상수도전용	1824	37.4%
지하수전용	27	0.6%
상수도(음용)지하수(주방용)겸용	9	0.2%
간이상수도	4	0.1%
전용상수도(특정시설의 자가용 수도)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3008	61.7%
상수도전용	1824	37.4%
지하수전용	27	0.6%
상수도(음용)지하수(주방용)겸용	9	0.2%
간이상수도	4	0.1%
전용상수도(특정시설의	1	< 0.1%
자가용	1	< 0.1%
수도	1	< 0.1%

총종업원수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4873
Missing (%)	100.0%
Memory size	43.0 KiB

본사종업원수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	14
Distinct (%)	0.5%
Missing	1772
Missing (%)	36.4%
Infinite	0
Infinite (%)	0.0%
Mean	28.913254

Minimum	0
Maximum	89417
Zeros	3062
Zeros (%)	62.8%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	89417
Range	89417
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1605.7173
Coefficient of variation (CV)	55.535684
Kurtosis	3100.9926
Mean	28.913254
Median Absolute Deviation (MAD)	0
Skewness	55.686524
Sum	89660
Variance	2578328.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	3062	62.8%
1	22	0.5%
2	6	0.1%
19	1	< 0.1%
15	1	< 0.1%
31	1	< 0.1%
3	1	< 0.1%
89417	1	< 0.1%
83	1	< 0.1%
9	1	< 0.1%
Other values (4)	4	0.1%
(Missing)	1772	36.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3062	62.8%
1	22	0.5%
2	6	0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
9	1	< 0.1%
12	1	< 0.1%
15	1	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
89417	1	< 0.1%
83	1	< 0.1%
31	1	< 0.1%
28	1	< 0.1%
19	1	< 0.1%
15	1	< 0.1%
12	1	< 0.1%
9	1	< 0.1%
5	1	< 0.1%
4	1	< 0.1%

공장사무직종업원수
Real number (ℝ)

MISSING ZEROS

Distinct	16
Distinct (%)	0.5%
Missing	1754
Missing (%)	36.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3353639

Minimum	0
Maximum	47
Zeros	2788
Zeros (%)	57.2%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	47
Range	47
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.7043514
Coefficient of variation (CV)	5.0820957
Kurtosis	339.26705
Mean	0.3353639
Median Absolute Deviation (MAD)	0
Skewness	15.476862
Sum	1046
Variance	2.9048138
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	2788	57.2%
3	167	3.4%
1	103	2.1%
2	19	0.4%
4	12	0.2%
8	7	0.1%
7	6	0.1%
5	4	0.1%
9	3	0.1%
6	3	0.1%
Other values (6)	7	0.1%
(Missing)	1754	36.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2788	57.2%
1	103	2.1%
2	19	0.4%
3	167	3.4%
4	12	0.2%
5	4	0.1%
6	3	0.1%
7	6	0.1%
8	7	0.1%
9	3	0.1%

Value	Count	Frequency (%)
47	1	< 0.1%
38	1	< 0.1%
36	1	< 0.1%
22	2	< 0.1%
18	1	< 0.1%
10	1	< 0.1%
9	3	0.1%
8	7	0.1%
7	6	0.1%
6	3	0.1%

공장판매직종업원수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	9
Distinct (%)	0.3%
Missing	1771
Missing (%)	36.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.027724049

Minimum	0
Maximum	15
Zeros	3067
Zeros (%)	62.9%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	15
Range	15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.39491109
Coefficient of variation (CV)	14.244351
Kurtosis	778.0703
Mean	0.027724049
Median Absolute Deviation (MAD)	0
Skewness	24.728383
Sum	86
Variance	0.15595477
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	3067	62.9%
1	21	0.4%
2	5	0.1%
4	3	0.1%
5	2	< 0.1%
7	1	< 0.1%
15	1	< 0.1%
8	1	< 0.1%
3	1	< 0.1%
(Missing)	1771	36.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3067	62.9%
1	21	0.4%
2	5	0.1%
3	1	< 0.1%
4	3	0.1%
5	2	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
15	1	< 0.1%

Value	Count	Frequency (%)
15	1	< 0.1%
8	1	< 0.1%
7	1	< 0.1%
5	2	< 0.1%
4	3	0.1%
3	1	< 0.1%
2	5	0.1%
1	21	0.4%
0	3067	62.9%

공장생산직종업원수
Real number (ℝ)

MISSING ZEROS

Distinct	41
Distinct (%)	1.3%
Missing	1719
Missing (%)	35.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.2888396

Minimum	0
Maximum	158
Zeros	2536
Zeros (%)	52.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	8
Maximum	158
Range	158
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.2039516
Coefficient of variation (CV)	4.8135949
Kurtosis	292.29792
Mean	1.2888396
Median Absolute Deviation (MAD)	0
Skewness	14.646134
Sum	4065
Variance	38.489016
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
0	2536	52.0%
1	179	3.7%
8	162	3.3%
2	82	1.7%
3	49	1.0%
4	34	0.7%
5	26	0.5%
6	15	0.3%
10	9	0.2%
7	8	0.2%
Other values (31)	54	1.1%
(Missing)	1719	35.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2536	52.0%
1	179	3.7%
2	82	1.7%
3	49	1.0%
4	34	0.7%
5	26	0.5%
6	15	0.3%
7	8	0.2%
8	162	3.3%
9	4	0.1%

Value	Count	Frequency (%)
158	1	< 0.1%
139	1	< 0.1%
127	1	< 0.1%
96	1	< 0.1%
70	2	< 0.1%
52	1	< 0.1%
51	1	< 0.1%
46	1	< 0.1%
43	2	< 0.1%
40	2	< 0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

<NA>	3081
임대	1044
자가	748

Length

Max length	4
Median length	4
Mean length	3.2645188
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3081	63.2%
임대	1044	21.4%
자가	748	15.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3081	63.2%
임대	1044	21.4%
자가	748	15.3%

보증액
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	2.9%
Missing	4559
Missing (%)	93.6%
Infinite	0
Infinite (%)	0.0%
Mean	496207.01

Minimum	0
Maximum	96800000
Zeros	306
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	96800000
Range	96800000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5730342.6
Coefficient of variation (CV)	11.54829
Kurtosis	258.01544
Mean	496207.01
Median Absolute Deviation (MAD)	0
Skewness	15.581678
Sum	1.55809 × 10⁸
Variance	3.2836826 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	306	6.3%
96800000	1	< 0.1%
25000000	1	< 0.1%
9000	1	< 0.1%
5000000	1	< 0.1%
1000000	1	< 0.1%
10000000	1	< 0.1%
3000000	1	< 0.1%
15000000	1	< 0.1%
(Missing)	4559	93.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	306	6.3%
9000	1	< 0.1%
1000000	1	< 0.1%
3000000	1	< 0.1%
5000000	1	< 0.1%
10000000	1	< 0.1%
15000000	1	< 0.1%
25000000	1	< 0.1%
96800000	1	< 0.1%

Value	Count	Frequency (%)
96800000	1	< 0.1%
25000000	1	< 0.1%
15000000	1	< 0.1%
10000000	1	< 0.1%
5000000	1	< 0.1%
3000000	1	< 0.1%
1000000	1	< 0.1%
9000	1	< 0.1%
0	306	6.3%

월세액
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	2.9%
Missing	4559
Missing (%)	93.6%
Infinite	0
Infinite (%)	0.0%
Mean	35030.955

Minimum	0
Maximum	8349000
Zeros	306
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8349000
Range	8349000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	475780.75
Coefficient of variation (CV)	13.581723
Kurtosis	300.66364
Mean	35030.955
Median Absolute Deviation (MAD)	0
Skewness	17.1805
Sum	10999720
Variance	2.2636732 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	306	6.3%
8349000	1	< 0.1%
500000	1	< 0.1%
690	1	< 0.1%
400000	1	< 0.1%
800000	1	< 0.1%
600000	1	< 0.1%
350000	1	< 0.1%
30	1	< 0.1%
(Missing)	4559	93.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	306	6.3%
30	1	< 0.1%
690	1	< 0.1%
350000	1	< 0.1%
400000	1	< 0.1%
500000	1	< 0.1%
600000	1	< 0.1%
800000	1	< 0.1%
8349000	1	< 0.1%

Value	Count	Frequency (%)
8349000	1	< 0.1%
800000	1	< 0.1%
600000	1	< 0.1%
500000	1	< 0.1%
400000	1	< 0.1%
350000	1	< 0.1%
690	1	< 0.1%
30	1	< 0.1%
0	306	6.3%

다중이용업소여부
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.9 KiB

False	4873

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4873	100.0%

시설총규모
Real number (ℝ)

ZEROS

Distinct	851
Distinct (%)	17.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.898639

Minimum	0
Maximum	4977.66
Zeros	3722
Zeros (%)	76.4%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	96.482
Maximum	4977.66
Range	4977.66
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	188.96725
Coefficient of variation (CV)	7.0251601
Kurtosis	340.55886
Mean	26.898639
Median Absolute Deviation (MAD)	0
Skewness	16.592517
Sum	131077.07
Variance	35708.621
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3722	76.4%
6.0	13	0.3%
3.0	11	0.2%
288.36	11	0.2%
205.74	11	0.2%
5.0	9	0.2%
10.8	8	0.2%
4.0	8	0.2%
8.0	7	0.1%
4.2	7	0.1%
Other values (841)	1066	21.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3722	76.4%
0.7	1	< 0.1%
0.8	1	< 0.1%
1.0	2	< 0.1%
1.01	1	< 0.1%
1.05	1	< 0.1%
1.07	1	< 0.1%
1.2	1	< 0.1%
1.21	1	< 0.1%
1.3	1	< 0.1%

Value	Count	Frequency (%)
4977.66	1	< 0.1%
4936.96	1	< 0.1%
4356.67	1	< 0.1%
3505.99	1	< 0.1%
3093.38	1	< 0.1%
3015.05	1	< 0.1%
2914.4	1	< 0.1%
2880.26	1	< 0.1%
2760.94	1	< 0.1%
2299.37	1	< 0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4873
Missing (%)	100.0%
Memory size	43.0 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4873
Missing (%)	100.0%
Memory size	43.0 KiB

홈페이지
Text

MISSING

Distinct	73
Distinct (%)	93.6%
Missing	4795
Missing (%)	98.4%
Memory size	38.2 KiB

Length

Max length	34
Median length	22
Mean length	18.25641
Min length	1

Characters and Unicode

Total characters	1424
Distinct characters	41
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	68 ?
Unique (%)	87.2%

Sample

1st row	peopales2015@naver,com
2nd row	tofeelsm@gmail.com
3rd row	sj7040577@naver.com
4th row	monarizamk@naver.com
5th row	jaijain@nate.com

Value	Count	Frequency (%)
happyrak82@hamail.net	2	2.5%
rbhcom@naver.com	2	2.5%
inmyport@naver.com	2	2.5%
dlatl3552@nate.com	2	2.5%
jaijain@nate.com	2	2.5%
jyino88@naver.com	1	1.2%
mbskimch@daum.net	1	1.2%
lovistkim@naver.com	1	1.2%
sj201073@naver.com	1	1.2%
ggds1015@naver.com	1	1.2%
Other values (65)	65	81.2%

Most occurring characters

Value	Count	Frequency (%)
a	120	8.4%
o	108	7.6%
m	108	7.6%
n	106	7.4%
e	100	7.0%
c	79	5.5%
.	75	5.3%
@	74	5.2%
r	72	5.1%
i	51	3.6%
Other values (31)	531	37.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1089	76.5%
Decimal Number	178	12.5%
Other Punctuation	153	10.7%
Space Separator	2	0.1%
Dash Punctuation	1	0.1%
Other Letter	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	120	11.0%
o	108	9.9%
m	108	9.9%
n	106	9.7%
e	100	9.2%
c	79	7.3%
r	72	6.6%
i	51	4.7%
v	47	4.3%
t	43	3.9%
Other values (15)	255	23.4%

Decimal Number

Value	Count	Frequency (%)
0	30	16.9%
1	25	14.0%
2	25	14.0%
5	22	12.4%
3	20	11.2%
7	15	8.4%
4	13	7.3%
9	12	6.7%
8	9	5.1%
6	7	3.9%

Other Punctuation

Value	Count	Frequency (%)
.	75	49.0%
@	74	48.4%
,	4	2.6%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Other Letter

Value	Count	Frequency (%)
ㅍ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1089	76.5%
Common	334	23.5%
Hangul	1	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	120	11.0%
o	108	9.9%
m	108	9.9%
n	106	9.7%
e	100	9.2%
c	79	7.3%
r	72	6.6%
i	51	4.7%
v	47	4.3%
t	43	3.9%
Other values (15)	255	23.4%

Common

Value	Count	Frequency (%)
.	75	22.5%
@	74	22.2%
0	30	9.0%
1	25	7.5%
2	25	7.5%
5	22	6.6%
3	20	6.0%
7	15	4.5%
4	13	3.9%
9	12	3.6%
Other values (5)	23	6.9%

Hangul

Value	Count	Frequency (%)
ㅍ	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1423	99.9%
Compat Jamo	1	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	120	8.4%
o	108	7.6%
m	108	7.6%
n	106	7.4%
e	100	7.0%
c	79	5.6%
.	75	5.3%
@	74	5.2%
r	72	5.1%
i	51	3.6%
Other values (30)	530	37.2%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	1	100.0%

Unnamed: 47
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4873
Missing (%)	100.0%
Memory size	43.0 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총종업원수	공장사무직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
0	1	식품제조가공업	07_22_11_P	3390000	3390000-106-2002-00003	19941107	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 3176677	1,480.80	617843	부산광역시 사상구 학장동 748-7번지	부산광역시 사상구 학장로83번길 34 (학장동)	47026	한양식품	20190628112834	U	2019-06-30 02:40:00.0	식품제조가공업	379973.954136	184128.731833	식품제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	0	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
1	2	식품제조가공업	07_22_11_P	3390000	3390000-106-2013-00009	20131024	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	421.25	617800	부산광역시 사상구 감전동 133-7번지	부산광역시 사상구 새벽시장로133번길 11, 1~2층 (감전동)	46984	(주)로띠번코리아	20190115105516	U	2019-01-17 02:40:00.0	식품제조가공업	381095.335708	185733.686814	식품제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	0	자가	<NA>	<NA>	N	47.0	<NA>	<NA>	<NA>	<NA>
2	3	식품제조가공업	07_22_11_P	3390000	3390000-106-2000-00885	19961118	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 3282358	27.50	617803	부산광역시 사상구 감전동 143-16번지	부산광역시 사상구 새벽로 141 (감전동)	46988	주왕산식품	20171205114341	I	2018-08-31 23:59:59.0	식품제조가공업	380496.343014	185656.394047	식품제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	0	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3	4	식품제조가공업	07_22_11_P	3390000	3390000-106-1997-00280	19970212	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 3013269	1,251.05	617826	부산광역시 사상구 삼락동 390-5번지	부산광역시 사상구 낙동대로1348번길 54 (삼락동)	46909	제일식품	20200103170619	U	2020-01-05 02:40:00.0	식품제조가공업	380216.408114	188521.903319	식품제조가공업	0	0	기타	기타	상수도전용	<NA>	0	0	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
4	5	식품제조가공업	07_22_11_P	3390000	3390000-106-1997-00581	19970425	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051311 5930	293.00	617841	부산광역시 사상구 학장동 226-9번지	부산광역시 사상구 가야대로104번길 36 (학장동)	47019	서울제분	20160318135257	I	2018-08-31 23:59:59.0	식품제조가공업	380661.678929	185070.84027	식품제조가공업	0	0	기타	기타	<NA>	<NA>	0	0	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
5	6	식품제조가공업	07_22_11_P	3390000	3390000-106-1997-00772	19971125	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 301 6297	643.41	617826	부산광역시 사상구 삼락동 392-8번지	부산광역시 사상구 낙동대로1330번길 37 (삼락동)	46911	금강물산	20160318130945	I	2018-08-31 23:59:59.0	식품제조가공업	380138.396713	188404.560034	식품제조가공업	0	0	기타	기타	상수도전용	<NA>	0	0	<NA>	<NA>	<NA>	N	5.72	<NA>	<NA>	<NA>	<NA>
6	7	식품제조가공업	07_22_11_P	3390000	3390000-106-2000-00725	19980406	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 3028682	299.60	617825	부산광역시 사상구 삼락동 51-8번지	부산광역시 사상구 삼락천로 325 (삼락동)	46901	산해식품	20160318134829	I	2018-08-31 23:59:59.0	식품제조가공업	380939.951092	190257.976351	식품제조가공업	<NA>	<NA>	기타	기타	상수도전용	<NA>	0	0	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
7	8	식품제조가공업	07_22_11_P	3330000	3330000-106-2016-00002	20160224	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 782 2015	82.38	612050	부산광역시 해운대구 재송동 1221번지	부산광역시 해운대구 센텀동로 90, 2층 215호 (재송동, 센텀필2관)	48059	피플스컴퍼니(PEOPLESCOMPANY)	20171219094300	I	2018-08-31 23:59:59.0	기타 식품제조가공업	393720.031658	188352.780012	기타 식품제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	0	<NA>	<NA>	<NA>	N	10.11	<NA>	<NA>	peopales2015@naver,com	<NA>
8	9	식품제조가공업	07_22_11_P	3320000	3320000-106-2009-00009	20090320	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 633 6634	498.10	616827	부산광역시 북구 만덕동 381-1번지 (1,2,3층)	부산광역시 북구 중리로 31, 1,2,3층 (만덕동)	46607	맘스쌀과자	20170105101342	I	2018-08-31 23:59:59.0	식품제조가공업	385724.99879	192265.387957	식품제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	0	<NA>	<NA>	<NA>	N	498.1	<NA>	<NA>	<NA>	<NA>
9	10	식품제조가공업	07_22_11_P	3330000	3330000-106-2016-00005	20160624	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	59.77	612857	부산광역시 해운대구 반여동 660-0번지	부산광역시 해운대구 삼어로133번가길 19-28, 1층 (반여동)	48044	우림푸드	20171219094514	I	2018-08-31 23:59:59.0	기타 식품제조가공업	392747.410672	192177.85365	기타 식품제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	1	2	임대	<NA>	<NA>	N	2.03	<NA>	<NA>	<NA>	<NA>

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총종업원수	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
4863	4864	식품제조가공업	07_22_11_P	3340000	3340000-106-2019-00001	20190103	<NA>	3	폐업	2	폐업	20200313	<NA>	<NA>	<NA>	051 2568001	790.45	604824	부산광역시 사하구 다대동 680-19번지	부산광역시 사하구 다대동로6번길 21, 4,5층 (다대동)	49526	명성글로벌(주)	20200313151519	U	2020-03-15 02:40:00.0	기타 식품제조가공업	379876.600665	174509.496415	기타 식품제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
4864	4865	식품제조가공업	07_22_11_P	3400000	3400000-106-2019-00001	20190102	<NA>	3	폐업	2	폐업	20200207	<NA>	<NA>	<NA>	051 727 4717	29.40	619911	부산광역시 기장군 일광면 동백리 449번지	부산광역시 기장군 일광면 문오성길 22, 1층	46041	주식회사 헤이든	20200207143351	U	2020-02-09 02:40:00.0	기타 식품제조가공업	405241.716598	200470.1192	기타 식품제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
4865	4866	식품제조가공업	07_22_11_P	3350000	3350000-106-2018-00013	20181107	<NA>	3	폐업	2	폐업	20190220	<NA>	<NA>	<NA>	0518035895	80.50	609809	부산광역시 금정구 금사동 115-6번지	부산광역시 금정구 반송로490번길 26-9 (금사동)	46334	상도유통	20190220170749	U	2019-02-22 02:40:00.0	기타 식품제조가공업	392700.863498	192703.206679	기타 식품제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
4866	4867	식품제조가공업	07_22_11_P	3330000	3330000-106-2018-00023	20181120	<NA>	3	폐업	2	폐업	20201007	<NA>	<NA>	<NA>	051 523 5501	291.16	612070	부산광역시 해운대구 석대동 638	부산광역시 해운대구 반송로525번길 15, 해운대타워 106호 (석대동)	48002	(주)한상푸드	20201007090942	U	2020-10-09 02:40:00.0	기타 식품제조가공업	392978.97572	193113.409233	기타 식품제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
4867	4868	식품제조가공업	07_22_11_P	3300000	3300000-106-2018-00008	20181127	<NA>	3	폐업	2	폐업	20200701	<NA>	<NA>	<NA>	<NA>	135.70	607803	부산광역시 동래구 명륜동 721-19	부산광역시 동래구 온천천로 71, 2층 (명륜동)	47741	라페니체 커피로스팅	20200701094136	U	2020-07-03 02:40:00.0	기타 식품제조가공업	389379.256261	192391.175877	기타 식품제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	78.0	<NA>	<NA>	<NA>	<NA>
4868	4869	식품제조가공업	07_22_11_P	3310000	3310000-106-2018-00013	20181210	<NA>	3	폐업	2	폐업	20200814	<NA>	<NA>	<NA>	07077778286	84.96	608804	부산광역시 남구 대연동 54-5 103호	부산광역시 남구 수영로 324, 1층 103호 (대연동)	48508	교토마블 부산점	20200814172108	U	2020-08-16 02:40:00.0	기타 식품제조가공업	391472.555827	184076.524057	기타 식품제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	21.92	<NA>	<NA>	<NA>	<NA>
4869	4870	식품제조가공업	07_22_11_P	3290000	3290000-106-2018-00017	20181217	<NA>	3	폐업	2	폐업	20190627	<NA>	<NA>	<NA>	<NA>	199.68	614873	부산광역시 부산진구 초읍동 230-12번지 초읍동 복합상가	부산광역시 부산진구 초읍천로 113-3, 초읍동 복합상가 7층 (초읍동)	47100	황세란유인균발효연구원	20190627153551	U	2019-06-29 02:40:00.0	기타 식품제조가공업	386325.470803	188899.571054	기타 식품제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	10.2	<NA>	<NA>	<NA>	<NA>
4870	4871	식품제조가공업	07_22_11_P	3330000	3330000-106-2018-00026	20181220	<NA>	3	폐업	2	폐업	20190502	<NA>	<NA>	<NA>	<NA>	29.66	612824	부산광역시 해운대구 우동 1432번지 현대베네시티아파트	부산광역시 해운대구 해운대해변로 163, 상가동 103,104호 (우동, 현대베네시티아파트)	48091	거대곰탕	20190502103306	U	2019-05-04 02:40:00.0	기타 식품제조가공업	395881.345449	186497.871164	기타 식품제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
4871	4872	식품제조가공업	07_22_11_P	3300000	3300000-106-2018-00010	20181207	<NA>	3	폐업	2	폐업	20200914	<NA>	<NA>	<NA>	051 6238222	139.68	607816	부산광역시 동래구 사직동 136-5	부산광역시 동래구 여고로63번길 86 (사직동)	47841	조아컴퍼니	20200914113108	U	2020-09-16 02:40:00.0	기타 식품제조가공업	388408.660844	190939.823684	기타 식품제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	74.87	<NA>	<NA>	<NA>	<NA>
4872	4873	식품제조가공업	07_22_11_P	3330000	3330000-106-2018-00024	20181211	<NA>	3	폐업	2	폐업	20191212	<NA>	<NA>	<NA>	051731 5225	45.43	612846	부산광역시 해운대구 중동 149-1번지 해운대메트로하이츠	부산광역시 해운대구 좌동순환로8번길 78, B1층 14호 (중동, 해운대메트로하이츠)	48082	더데이지	20191212114334	U	2019-12-14 02:40:00.0	기타 식품제조가공업	397663.103737	187763.906198	기타 식품제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<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

Compat Jamo

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter