gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	10000
Missing cells	122027
Missing cells (%)	25.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.0 MiB
Average record size in memory	421.0 B

Variable types

Numeric	12
Categorical	19
Text	7
Unsupported	8
DateTime	1
Boolean	1

Dataset

Description	2021-03-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123123

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`전통업소주된음식` has constant value ""	Constant
`영업장주변구분명` is highly imbalanced (59.1%)	Imbalance
`등급구분명` is highly imbalanced (58.2%)	Imbalance
`급수시설구분명` is highly imbalanced (59.9%)	Imbalance
`본사종업원수` is highly imbalanced (99.5%)	Imbalance
`공장사무직종업원수` is highly imbalanced (99.5%)	Imbalance
`공장판매직종업원수` is highly imbalanced (99.5%)	Imbalance
`공장생산직종업원수` is highly imbalanced (99.5%)	Imbalance
`보증액` is highly imbalanced (99.5%)	Imbalance
`월세액` is highly imbalanced (99.5%)	Imbalance
`다중이용업소여부` is highly imbalanced (77.7%)	Imbalance
`전통업소지정번호` is highly imbalanced (99.9%)	Imbalance
`인허가취소일자` has 10000 (100.0%) missing values	Missing
`폐업일자` has 4442 (44.4%) missing values	Missing
`휴업시작일자` has 10000 (100.0%) missing values	Missing
`휴업종료일자` has 10000 (100.0%) missing values	Missing
`재개업일자` has 10000 (100.0%) missing values	Missing
`소재지전화` has 4331 (43.3%) missing values	Missing
`소재지면적` has 1150 (11.5%) missing values	Missing
`소재지우편번호` has 179 (1.8%) missing values	Missing
`도로명전체주소` has 2946 (29.5%) missing values	Missing
`도로명우편번호` has 3011 (30.1%) missing values	Missing
`좌표정보(x)` has 411 (4.1%) missing values	Missing
`좌표정보(y)` has 411 (4.1%) missing values	Missing
`남성종사자수` has 7587 (75.9%) missing values	Missing
`여성종사자수` has 7551 (75.5%) missing values	Missing
`총종업원수` has 10000 (100.0%) missing values	Missing
`건물소유구분명` has 10000 (100.0%) missing values	Missing
`전통업소주된음식` has 9999 (> 99.9%) missing values	Missing
`홈페이지` has 10000 (100.0%) missing values	Missing
`Unnamed: 47` has 10000 (100.0%) missing values	Missing
`인허가일자` is highly skewed (γ1 = -28.42287122)	Skewed
`폐업일자` is highly skewed (γ1 = -36.82657335)	Skewed
`남성종사자수` is highly skewed (γ1 = 22.71923499)	Skewed
`여성종사자수` is highly skewed (γ1 = 22.15372718)	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
`건물소유구분명` 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
`Unnamed: 47` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`남성종사자수` has 2318 (23.2%) zeros	Zeros
`여성종사자수` has 2247 (22.5%) zeros	Zeros
`시설총규모` has 1526 (15.3%) zeros	Zeros

Reproduction

Analysis started	2024-04-16 19:35:21.072252
Analysis finished	2024-04-16 19:35:23.699307
Duration	2.63 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11734.242

Minimum	1
Maximum	23413
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1162.95
Q1	5937.75
median	11801.5
Q3	17558.25
95-th percentile	22234.05
Maximum	23413
Range	23412
Interquartile range (IQR)	11620.5

Descriptive statistics

Standard deviation	6737.5541
Coefficient of variation (CV)	0.5741789
Kurtosis	-1.1927615
Mean	11734.242
Median Absolute Deviation (MAD)	5811.5
Skewness	-0.010226005
Sum	1.1734242 × 10⁸
Variance	45394635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14377	1	< 0.1%
21665	1	< 0.1%
5523	1	< 0.1%
9978	1	< 0.1%
3455	1	< 0.1%
15384	1	< 0.1%
16448	1	< 0.1%
22403	1	< 0.1%
12146	1	< 0.1%
2991	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
13	1	< 0.1%

Value	Count	Frequency (%)
23413	1	< 0.1%
23412	1	< 0.1%
23410	1	< 0.1%
23409	1	< 0.1%
23408	1	< 0.1%
23406	1	< 0.1%
23405	1	< 0.1%
23399	1	< 0.1%
23398	1	< 0.1%
23396	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

휴게음식점	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
휴게음식점	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
휴게음식점	10000	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

07_24_05_P	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	07_24_05_P
2nd row	07_24_05_P
3rd row	07_24_05_P
4th row	07_24_05_P
5th row	07_24_05_P

Common Values

Value	Count	Frequency (%)
07_24_05_P	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_24_05_p	10000	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3323037

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3250000
Q1	3290000
median	3320000
Q3	3350000
95-th percentile	3390000
Maximum	3400000
Range	150000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	42422.242
Coefficient of variation (CV)	0.012766106
Kurtosis	-0.93125909
Mean	3323037
Median Absolute Deviation (MAD)	30000
Skewness	0.17846654
Sum	3.323037 × 10¹⁰
Variance	1.7996466 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	1522	15.2%
3330000	1167	11.7%
3300000	782	7.8%
3350000	774	7.7%
3310000	686	6.9%
3380000	647	6.5%
3320000	644	6.4%
3390000	612	6.1%
3250000	554	5.5%
3400000	499	5.0%
Other values (6)	2113	21.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	554	5.5%
3260000	342	3.4%
3270000	461	4.6%
3280000	292	2.9%
3290000	1522	15.2%
3300000	782	7.8%
3310000	686	6.9%
3320000	644	6.4%
3330000	1167	11.7%
3340000	372	3.7%

Value	Count	Frequency (%)
3400000	499	5.0%
3390000	612	6.1%
3380000	647	6.5%
3370000	281	2.8%
3360000	365	3.6%
3350000	774	7.7%
3340000	372	3.7%
3330000	1167	11.7%
3320000	644	6.4%
3310000	686	6.9%

관리번호
Text

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	220000
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	10000 ?
Unique (%)	100.0%

Sample

1st row	3310000-104-1996-01999
2nd row	3280000-104-1995-00076
3rd row	3350000-104-2018-00105
4th row	3340000-104-2001-00429
5th row	3270000-104-1990-00309

Value	Count	Frequency (%)
3310000-104-1996-01999	1	< 0.1%
3290000-104-2010-00010	1	< 0.1%
3350000-104-2020-00019	1	< 0.1%
3290000-104-2015-00103	1	< 0.1%
3350000-104-2020-00025	1	< 0.1%
3350000-104-2018-00111	1	< 0.1%
3390000-104-2019-00066	1	< 0.1%
3350000-104-1992-00433	1	< 0.1%
3330000-104-2019-00095	1	< 0.1%
3330000-104-2006-00049	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	89513	40.7%
-	30000	13.6%
1	22980	10.4%
3	20901	9.5%
2	16400	7.5%
4	14351	6.5%
9	9041	4.1%
5	4594	2.1%
8	4529	2.1%
7	3865	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	190000	86.4%
Dash Punctuation	30000	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	89513	47.1%
1	22980	12.1%
3	20901	11.0%
2	16400	8.6%
4	14351	7.6%
9	9041	4.8%
5	4594	2.4%
8	4529	2.4%
7	3865	2.0%
6	3826	2.0%

Dash Punctuation

Value	Count	Frequency (%)
-	30000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	220000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	89513	40.7%
-	30000	13.6%
1	22980	10.4%
3	20901	9.5%
2	16400	7.5%
4	14351	6.5%
9	9041	4.1%
5	4594	2.1%
8	4529	2.1%
7	3865	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	220000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	89513	40.7%
-	30000	13.6%
1	22980	10.4%
3	20901	9.5%
2	16400	7.5%
4	14351	6.5%
9	9041	4.1%
5	4594	2.1%
8	4529	2.1%
7	3865	1.8%

인허가일자
Real number (ℝ)

SKEWED

Distinct	5217
Distinct (%)	52.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20084230

Minimum	9890425
Maximum	20210129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	9890425
5-th percentile	19850406
Q1	20011114
median	20130816
Q3	20180425
95-th percentile	20200701
Maximum	20210129
Range	10319704
Interquartile range (IQR)	169310.75

Descriptive statistics

Standard deviation	156003.93
Coefficient of variation (CV)	0.0077674841
Kurtosis	1822.5973
Mean	20084230
Median Absolute Deviation (MAD)	59802.5
Skewness	-28.422871
Sum	2.008423 × 10¹¹
Variance	2.4337228 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20091215	16	0.2%
20200527	12	0.1%
20090217	12	0.1%
20140825	11	0.1%
20141222	11	0.1%
20200211	10	0.1%
20170626	10	0.1%
20190523	10	0.1%
20200504	10	0.1%
20170203	10	0.1%
Other values (5207)	9888	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9890425	1	< 0.1%
19630105	1	< 0.1%
19640219	1	< 0.1%
19640226	1	< 0.1%
19640929	1	< 0.1%
19650424	1	< 0.1%
19650728	1	< 0.1%
19651010	1	< 0.1%
19651103	3	< 0.1%
19651123	1	< 0.1%

Value	Count	Frequency (%)
20210129	4	< 0.1%
20210128	3	< 0.1%
20210127	2	< 0.1%
20210126	5	0.1%
20210125	6	0.1%
20210122	3	< 0.1%
20210121	2	< 0.1%
20210120	4	< 0.1%
20210119	3	< 0.1%
20210118	6	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

3	5558
1	4442

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	1
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	5558	55.6%
1	4442	44.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	5558	55.6%
1	4442	44.4%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업	5558
영업/정상	4442

Length

Max length	5
Median length	2
Mean length	3.3326
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	5558	55.6%
영업/정상	4442	44.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	5558	55.6%
영업/정상	4442	44.4%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2	5558
1	4442

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	1
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	5558	55.6%
1	4442	44.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	5558	55.6%
1	4442	44.4%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업	5558
영업	4442

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	영업
4th row	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	5558	55.6%
영업	4442	44.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	5558	55.6%
영업	4442	44.4%

폐업일자
Real number (ℝ)

MISSING SKEWED

Distinct	3401
Distinct (%)	61.2%
Missing	4442
Missing (%)	44.4%
Infinite	0
Infinite (%)	0.0%
Mean	20094191

Minimum	9970214
Maximum	20500228
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	9970214
5-th percentile	19971009
Q1	20030416
median	20111229
Q3	20170622
95-th percentile	20200629
Maximum	20500228
Range	10530014
Interquartile range (IQR)	140205.25

Descriptive statistics

Standard deviation	247322.05
Coefficient of variation (CV)	0.012308137
Kurtosis	1502.5335
Mean	20094191
Median Absolute Deviation (MAD)	69682
Skewness	-36.826573
Sum	1.1168351 × 10¹¹
Variance	6.1168197 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20141229	35	0.4%
20110405	32	0.3%
19980619	24	0.2%
20130412	20	0.2%
20190724	18	0.2%
20080225	16	0.2%
20011008	15	0.1%
20191231	14	0.1%
20000120	12	0.1%
20190618	11	0.1%
Other values (3391)	5361	53.6%
(Missing)	4442	44.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9970214	1	< 0.1%
10000101	2	< 0.1%
19880724	1	< 0.1%
19900622	1	< 0.1%
19900706	1	< 0.1%
19900726	1	< 0.1%
19901124	1	< 0.1%
19921203	1	< 0.1%
19930610	1	< 0.1%
19930916	1	< 0.1%

Value	Count	Frequency (%)
20500228	1	< 0.1%
20210129	3	< 0.1%
20210127	3	< 0.1%
20210126	1	< 0.1%
20210121	1	< 0.1%
20210120	4	< 0.1%
20210119	1	< 0.1%
20210118	3	< 0.1%
20210115	1	< 0.1%
20210114	4	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

소재지전화
Text

MISSING

Distinct	4319
Distinct (%)	76.2%
Missing	4331
Missing (%)	43.3%
Memory size	156.2 KiB

Length

Max length	12
Median length	11
Mean length	9.6283295
Min length	1

Characters and Unicode

Total characters	54583
Distinct characters	12
Distinct categories	3 ?
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	4201 ?
Unique (%)	74.1%

Sample

1st row	051 6373344
2nd row	051
3rd row	051 2073350
4th row	051 4682750
5th row	051 914 8285

Value	Count	Frequency (%)
051	5132	42.9%
070	140	1.2%
02	78	0.7%
727	51	0.4%
728	50	0.4%
031	21	0.2%
747	19	0.2%
611	18	0.2%
583	18	0.2%
757	18	0.2%
Other values (4390)	6404	53.6%

Most occurring characters

Value	Count	Frequency (%)
0	9325	17.1%
5	8839	16.2%
1	8422	15.4%
	6386	11.7%
2	3936	7.2%
7	3582	6.6%
3	3263	6.0%
6	2950	5.4%
8	2933	5.4%
4	2927	5.4%
Other values (2)	2020	3.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	48196	88.3%
Space Separator	6386	11.7%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9325	19.3%
5	8839	18.3%
1	8422	17.5%
2	3936	8.2%
7	3582	7.4%
3	3263	6.8%
6	2950	6.1%
8	2933	6.1%
4	2927	6.1%
9	2019	4.2%

Space Separator

Value	Count	Frequency (%)
	6386	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	54583	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	9325	17.1%
5	8839	16.2%
1	8422	15.4%
	6386	11.7%
2	3936	7.2%
7	3582	6.6%
3	3263	6.0%
6	2950	5.4%
8	2933	5.4%
4	2927	5.4%
Other values (2)	2020	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	54583	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9325	17.1%
5	8839	16.2%
1	8422	15.4%
	6386	11.7%
2	3936	7.2%
7	3582	6.6%
3	3263	6.0%
6	2950	5.4%
8	2933	5.4%
4	2927	5.4%
Other values (2)	2020	3.7%

소재지면적
Text

MISSING

Distinct	4767
Distinct (%)	53.9%
Missing	1150
Missing (%)	11.5%
Memory size	156.2 KiB

Length

Max length	8
Median length	5
Mean length	4.9239548
Min length	3

Characters and Unicode

Total characters	43577
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	3393 ?
Unique (%)	38.3%

Sample

1st row	154.80
2nd row	35.90
3rd row	33.42
4th row	74.70
5th row	28.07

Value	Count	Frequency (%)
00	315	3.6%
3.30	145	1.6%
6.60	107	1.2%
10.00	73	0.8%
33.00	52	0.6%
12.00	41	0.5%
15.00	41	0.5%
20.00	39	0.4%
16.50	36	0.4%
3.00	33	0.4%
Other values (4757)	7968	90.0%

Most occurring characters

Value	Count	Frequency (%)
.	8850	20.3%
0	7178	16.5%
1	4103	9.4%
2	3890	8.9%
3	3406	7.8%
4	3050	7.0%
6	3010	6.9%
5	2965	6.8%
8	2614	6.0%
7	2300	5.3%
Other values (2)	2211	5.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34725	79.7%
Other Punctuation	8852	20.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7178	20.7%
1	4103	11.8%
2	3890	11.2%
3	3406	9.8%
4	3050	8.8%
6	3010	8.7%
5	2965	8.5%
8	2614	7.5%
7	2300	6.6%
9	2209	6.4%

Other Punctuation

Value	Count	Frequency (%)
.	8850	> 99.9%
,	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	43577	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	8850	20.3%
0	7178	16.5%
1	4103	9.4%
2	3890	8.9%
3	3406	7.8%
4	3050	7.0%
6	3010	6.9%
5	2965	6.8%
8	2614	6.0%
7	2300	5.3%
Other values (2)	2211	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	43577	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	8850	20.3%
0	7178	16.5%
1	4103	9.4%
2	3890	8.9%
3	3406	7.8%
4	3050	7.0%
6	3010	6.9%
5	2965	6.8%
8	2614	6.0%
7	2300	5.3%
Other values (2)	2211	5.1%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	859
Distinct (%)	8.7%
Missing	179
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%
Mean	611161

Minimum	600011
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	600011
5-th percentile	600814
Q1	607826
median	612730
Q3	614850
95-th percentile	618440
Maximum	619953
Range	19942
Interquartile range (IQR)	7024

Descriptive statistics

Standard deviation	5411.4642
Coefficient of variation (CV)	0.0088544004
Kurtosis	-0.70142495
Mean	611161
Median Absolute Deviation (MAD)	3925
Skewness	-0.47369026
Sum	6.0022122 × 10⁹
Variance	29283945
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
612020	194	1.9%
614847	147	1.5%
614845	112	1.1%
618200	106	1.1%
609839	101	1.0%
614846	97	1.0%
600017	90	0.9%
612704	87	0.9%
608805	81	0.8%
601803	76	0.8%
Other values (849)	8730	87.3%
(Missing)	179	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	8	0.1%
600012	8	0.1%
600013	7	0.1%
600015	6	0.1%
600016	8	0.1%
600017	90	0.9%
600021	11	0.1%
600022	4	< 0.1%
600023	5	0.1%
600024	1	< 0.1%

Value	Count	Frequency (%)
619953	27	0.3%
619952	8	0.1%
619951	29	0.3%
619913	13	0.1%
619912	36	0.4%
619911	19	0.2%
619906	19	0.2%
619905	43	0.4%
619904	18	0.2%
619903	43	0.4%

소재지전체주소
Text

Distinct	8655
Distinct (%)	86.6%
Missing	9
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	71
Median length	59
Mean length	24.867781
Min length	7

Characters and Unicode

Total characters	248454
Distinct characters	559
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	7996 ?
Unique (%)	80.0%

Sample

1st row	부산광역시 남구 문현동 405-3번지
2nd row	부산광역시 영도구 동삼동 510-9번지 영구임대상가 .동 101호
3rd row	부산광역시 금정구 장전동 135-25번지
4th row	부산광역시 사하구 하단동 494-3번지
5th row	부산광역시 동구 초량동 444-3번지

Value	Count	Frequency (%)
부산광역시	9990	21.3%
부산진구	1522	3.2%
해운대구	1165	2.5%
동래구	783	1.7%
금정구	774	1.6%
남구	685	1.5%
수영구	647	1.4%
북구	643	1.4%
사상구	613	1.3%
부전동	575	1.2%
Other values (9597)	29532	62.9%

Most occurring characters

Value	Count	Frequency (%)
	36948	14.9%
부	13018	5.2%
산	12217	4.9%
1	11806	4.8%
동	11619	4.7%
광	10434	4.2%
시	10274	4.1%
역	10065	4.1%
지	9963	4.0%
구	9835	4.0%
Other values (549)	112275	45.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	150692	60.7%
Decimal Number	49997	20.1%
Space Separator	36948	14.9%
Dash Punctuation	8680	3.5%
Open Punctuation	560	0.2%
Close Punctuation	558	0.2%
Other Punctuation	493	0.2%
Uppercase Letter	439	0.2%
Lowercase Letter	43	< 0.1%
Math Symbol	41	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	13018	8.6%
산	12217	8.1%
동	11619	7.7%
광	10434	6.9%
시	10274	6.8%
역	10065	6.7%
지	9963	6.6%
구	9835	6.5%
번	8769	5.8%
대	2215	1.5%
Other values (490)	52283	34.7%

Uppercase Letter

Value	Count	Frequency (%)
B	104	23.7%
S	57	13.0%
A	57	13.0%
K	38	8.7%
C	21	4.8%
G	20	4.6%
E	18	4.1%
D	17	3.9%
L	12	2.7%
I	11	2.5%
Other values (15)	84	19.1%

Decimal Number

Value	Count	Frequency (%)
1	11806	23.6%
2	6912	13.8%
3	5567	11.1%
5	4568	9.1%
4	4554	9.1%
0	4103	8.2%
6	3434	6.9%
7	3320	6.6%
8	2877	5.8%
9	2856	5.7%

Lowercase Letter

Value	Count	Frequency (%)
e	27	62.8%
c	4	9.3%
l	3	7.0%
a	2	4.7%
p	2	4.7%
z	1	2.3%
s	1	2.3%
i	1	2.3%
v	1	2.3%
m	1	2.3%

Other Punctuation

Value	Count	Frequency (%)
,	438	88.8%
.	21	4.3%
@	17	3.4%
/	6	1.2%
:	5	1.0%
&	3	0.6%
·	2	0.4%
'	1	0.2%

Space Separator

Value	Count	Frequency (%)
	36948	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8680	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	560	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	558	100.0%

Math Symbol

Value	Count	Frequency (%)
~	41	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	150692	60.7%
Common	97277	39.2%
Latin	485	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	13018	8.6%
산	12217	8.1%
동	11619	7.7%
광	10434	6.9%
시	10274	6.8%
역	10065	6.7%
지	9963	6.6%
구	9835	6.5%
번	8769	5.8%
대	2215	1.5%
Other values (490)	52283	34.7%

Latin

Value	Count	Frequency (%)
B	104	21.4%
S	57	11.8%
A	57	11.8%
K	38	7.8%
e	27	5.6%
C	21	4.3%
G	20	4.1%
E	18	3.7%
D	17	3.5%
L	12	2.5%
Other values (26)	114	23.5%

Common

Value	Count	Frequency (%)
	36948	38.0%
1	11806	12.1%
-	8680	8.9%
2	6912	7.1%
3	5567	5.7%
5	4568	4.7%
4	4554	4.7%
0	4103	4.2%
6	3434	3.5%
7	3320	3.4%
Other values (13)	7385	7.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	150692	60.7%
ASCII	97757	39.3%
Number Forms	3	< 0.1%
None	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	36948	37.8%
1	11806	12.1%
-	8680	8.9%
2	6912	7.1%
3	5567	5.7%
5	4568	4.7%
4	4554	4.7%
0	4103	4.2%
6	3434	3.5%
7	3320	3.4%
Other values (47)	7865	8.0%

Hangul

Value	Count	Frequency (%)
부	13018	8.6%
산	12217	8.1%
동	11619	7.7%
광	10434	6.9%
시	10274	6.8%
역	10065	6.7%
지	9963	6.6%
구	9835	6.5%
번	8769	5.8%
대	2215	1.5%
Other values (490)	52283	34.7%

Number Forms

Value	Count	Frequency (%)
Ⅱ	3	100.0%

None

Value	Count	Frequency (%)
·	2	100.0%

도로명전체주소
Text

MISSING

Distinct	6587
Distinct (%)	93.4%
Missing	2946
Missing (%)	29.5%
Memory size	156.2 KiB

Length

Max length	70
Median length	58
Mean length	33.094131
Min length	19

Characters and Unicode

Total characters	233446
Distinct characters	577
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	6349 ?
Unique (%)	90.0%

Sample

1st row	부산광역시 남구 수영로 21-1 (문현동)
2nd row	부산광역시 금정구 수림로85번길 43, 1층 (장전동)
3rd row	부산광역시 남구 용소로40번길 10, 지하1층 (대연동)
4th row	부산광역시 사하구 낙동대로516번길 55, 103호 (하단동, 동아맨션)
5th row	부산광역시 사하구 낙동남로 1413, 아트몰링 지하1층 (하단동)

Value	Count	Frequency (%)
부산광역시	7054	15.5%
1층	2452	5.4%
부산진구	998	2.2%
해운대구	944	2.1%
금정구	539	1.2%
남구	533	1.2%
2층	478	1.1%
동래구	442	1.0%
기장군	438	1.0%
우동	434	1.0%
Other values (5983)	31201	68.6%

Most occurring characters

Value	Count	Frequency (%)
	38473	16.5%
1	10827	4.6%
부	9583	4.1%
동	9034	3.9%
산	8787	3.8%
광	7750	3.3%
시	7632	3.3%
역	7118	3.0%
,	7031	3.0%
구	7016	3.0%
Other values (567)	120195	51.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	136022	58.3%
Space Separator	38473	16.5%
Decimal Number	35719	15.3%
Other Punctuation	7063	3.0%
Open Punctuation	6999	3.0%
Close Punctuation	6998	3.0%
Uppercase Letter	1043	0.4%
Dash Punctuation	984	0.4%
Math Symbol	95	< 0.1%
Lowercase Letter	47	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	9583	7.0%
동	9034	6.6%
산	8787	6.5%
광	7750	5.7%
시	7632	5.6%
역	7118	5.2%
구	7016	5.2%
로	6938	5.1%
층	4448	3.3%
대	3852	2.8%
Other values (506)	63864	47.0%

Uppercase Letter

Value	Count	Frequency (%)
A	214	20.5%
C	167	16.0%
B	160	15.3%
E	144	13.8%
P	127	12.2%
S	55	5.3%
K	35	3.4%
D	23	2.2%
G	15	1.4%
H	15	1.4%
Other values (15)	88	8.4%

Lowercase Letter

Value	Count	Frequency (%)
e	29	61.7%
s	4	8.5%
c	2	4.3%
l	2	4.3%
a	2	4.3%
p	2	4.3%
m	2	4.3%
y	1	2.1%
b	1	2.1%
v	1	2.1%

Decimal Number

Value	Count	Frequency (%)
1	10827	30.3%
2	5242	14.7%
3	3456	9.7%
0	3285	9.2%
4	2688	7.5%
5	2671	7.5%
6	2241	6.3%
7	2135	6.0%
8	1590	4.5%
9	1584	4.4%

Other Punctuation

Value	Count	Frequency (%)
,	7031	99.5%
.	13	0.2%
@	9	0.1%
·	3	< 0.1%
/	3	< 0.1%
&	2	< 0.1%
'	1	< 0.1%
:	1	< 0.1%

Math Symbol

Value	Count	Frequency (%)
~	94	98.9%
×	1	1.1%

Space Separator

Value	Count	Frequency (%)
	38473	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6999	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6998	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	984	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	136022	58.3%
Common	96331	41.3%
Latin	1093	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	9583	7.0%
동	9034	6.6%
산	8787	6.5%
광	7750	5.7%
시	7632	5.6%
역	7118	5.2%
구	7016	5.2%
로	6938	5.1%
층	4448	3.3%
대	3852	2.8%
Other values (506)	63864	47.0%

Latin

Value	Count	Frequency (%)
A	214	19.6%
C	167	15.3%
B	160	14.6%
E	144	13.2%
P	127	11.6%
S	55	5.0%
K	35	3.2%
e	29	2.7%
D	23	2.1%
G	15	1.4%
Other values (27)	124	11.3%

Common

Value	Count	Frequency (%)
	38473	39.9%
1	10827	11.2%
,	7031	7.3%
(	6999	7.3%
)	6998	7.3%
2	5242	5.4%
3	3456	3.6%
0	3285	3.4%
4	2688	2.8%
5	2671	2.8%
Other values (14)	8661	9.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	136022	58.3%
ASCII	97417	41.7%
None	4	< 0.1%
Number Forms	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	38473	39.5%
1	10827	11.1%
,	7031	7.2%
(	6999	7.2%
)	6998	7.2%
2	5242	5.4%
3	3456	3.5%
0	3285	3.4%
4	2688	2.8%
5	2671	2.7%
Other values (48)	9747	10.0%

Hangul

Value	Count	Frequency (%)
부	9583	7.0%
동	9034	6.6%
산	8787	6.5%
광	7750	5.7%
시	7632	5.6%
역	7118	5.2%
구	7016	5.2%
로	6938	5.1%
층	4448	3.3%
대	3852	2.8%
Other values (506)	63864	47.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	3	100.0%

None

Value	Count	Frequency (%)
·	3	75.0%
×	1	25.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1523
Distinct (%)	21.8%
Missing	3011
Missing (%)	30.1%
Infinite	0
Infinite (%)	0.0%
Mean	47691.961

Minimum	46002
Maximum	49527
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	46002
5-th percentile	46069.4
Q1	46932
median	47786
Q3	48439
95-th percentile	49276
Maximum	49527
Range	3525
Interquartile range (IQR)	1507

Descriptive statistics

Standard deviation	984.01052
Coefficient of variation (CV)	0.020632629
Kurtosis	-1.0544525
Mean	47691.961
Median Absolute Deviation (MAD)	741
Skewness	-0.031882599
Sum	3.3331911 × 10⁸
Variance	968276.71
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48060	131	1.3%
48058	119	1.2%
46726	110	1.1%
48944	84	0.8%
47285	82	0.8%
48735	51	0.5%
48953	49	0.5%
48095	49	0.5%
48059	44	0.4%
47296	44	0.4%
Other values (1513)	6226	62.3%
(Missing)	3011	30.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46002	1	< 0.1%
46004	4	< 0.1%
46005	1	< 0.1%
46006	1	< 0.1%
46007	8	0.1%
46008	22	0.2%
46010	1	< 0.1%
46012	6	0.1%
46013	7	0.1%
46014	2	< 0.1%

Value	Count	Frequency (%)
49527	2	< 0.1%
49525	1	< 0.1%
49524	4	< 0.1%
49523	1	< 0.1%
49522	2	< 0.1%
49521	6	0.1%
49520	3	< 0.1%
49519	2	< 0.1%
49518	6	0.1%
49515	4	< 0.1%

사업장명
Text

Distinct	8953
Distinct (%)	89.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	44
Median length	35
Mean length	6.9898
Min length	1

Characters and Unicode

Total characters	69898
Distinct characters	1059
Distinct categories	15 ?
Distinct scripts	4 ?
Distinct blocks	8 ?

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

Unique

Unique	8320 ?
Unique (%)	83.2%

Sample

1st row	베네치아
2nd row	이딸리앙제과점
3rd row	달디1031
4th row	버즈
5th row	중앙

Value	Count	Frequency (%)
세븐일레븐	93	0.7%
씨유	87	0.7%
카페	84	0.6%
gs25	82	0.6%
coffee	60	0.5%
미니스톱	51	0.4%
커피	45	0.3%
스타벅스	42	0.3%
컴포즈커피	42	0.3%
cafe	31	0.2%
Other values (9464)	12321	95.2%

Most occurring characters

Value	Count	Frequency (%)
	2944	4.2%
점	2693	3.9%
스	2053	2.9%
피	1655	2.4%
커	1416	2.0%
이	1402	2.0%
)	1133	1.6%
(	1124	1.6%
리	1111	1.6%
산	886	1.3%
Other values (1049)	53481	76.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	57251	81.9%
Uppercase Letter	3159	4.5%
Space Separator	2944	4.2%
Lowercase Letter	2605	3.7%
Decimal Number	1429	2.0%
Close Punctuation	1135	1.6%
Open Punctuation	1126	1.6%
Other Punctuation	191	0.3%
Dash Punctuation	37	0.1%
Modifier Symbol	9	< 0.1%
Other values (5)	12	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	2693	4.7%
스	2053	3.6%
피	1655	2.9%
커	1416	2.5%
이	1402	2.4%
리	1111	1.9%
산	886	1.5%
카	866	1.5%
부	847	1.5%
페	808	1.4%
Other values (960)	43514	76.0%

Uppercase Letter

Value	Count	Frequency (%)
C	454	14.4%
S	325	10.3%
G	271	8.6%
P	237	7.5%
E	233	7.4%
O	192	6.1%
A	169	5.3%
T	142	4.5%
F	137	4.3%
L	105	3.3%
Other values (16)	894	28.3%

Lowercase Letter

Value	Count	Frequency (%)
e	440	16.9%
a	283	10.9%
o	256	9.8%
f	242	9.3%
c	184	7.1%
n	137	5.3%
s	112	4.3%
r	108	4.1%
t	106	4.1%
i	100	3.8%
Other values (16)	637	24.5%

Other Punctuation

Value	Count	Frequency (%)
&	65	34.0%
.	62	32.5%
,	24	12.6%
'	18	9.4%
/	8	4.2%
:	5	2.6%
!	3	1.6%
"	2	1.0%
%	1	0.5%
＆	1	0.5%
Other values (2)	2	1.0%

Decimal Number

Value	Count	Frequency (%)
2	445	31.1%
5	347	24.3%
1	175	12.2%
0	124	8.7%
3	89	6.2%
4	79	5.5%
8	46	3.2%
9	46	3.2%
7	42	2.9%
6	36	2.5%

Close Punctuation

Value	Count	Frequency (%)
)	1133	99.8%
]	2	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	1124	99.8%
[	2	0.2%

Modifier Symbol

Value	Count	Frequency (%)
`	6	66.7%
˚	3	33.3%

Math Symbol

Value	Count	Frequency (%)
+	3	75.0%
~	1	25.0%

Other Symbol

Value	Count	Frequency (%)
°	2	50.0%
℃	2	50.0%

Space Separator

Value	Count	Frequency (%)
	2944	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	37	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Other Number

Value	Count	Frequency (%)
₂	1	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	57241	81.9%
Common	6882	9.8%
Latin	5765	8.2%
Han	10	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	2693	4.7%
스	2053	3.6%
피	1655	2.9%
커	1416	2.5%
이	1402	2.4%
리	1111	1.9%
산	886	1.5%
카	866	1.5%
부	847	1.5%
페	808	1.4%
Other values (952)	43504	76.0%

Latin

Value	Count	Frequency (%)
C	454	7.9%
e	440	7.6%
S	325	5.6%
a	283	4.9%
G	271	4.7%
o	256	4.4%
f	242	4.2%
P	237	4.1%
E	233	4.0%
O	192	3.3%
Other values (43)	2832	49.1%

Common

Value	Count	Frequency (%)
	2944	42.8%
)	1133	16.5%
(	1124	16.3%
2	445	6.5%
5	347	5.0%
1	175	2.5%
0	124	1.8%
3	89	1.3%
4	79	1.1%
&	65	0.9%
Other values (26)	357	5.2%

Han

Value	Count	Frequency (%)
人	2	20.0%
如	2	20.0%
好	1	10.0%
喜	1	10.0%
休	1	10.0%
味	1	10.0%
彬	1	10.0%
生	1	10.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	57239	81.9%
ASCII	12636	18.1%
CJK	10	< 0.1%
None	5	< 0.1%
Modifier Letters	3	< 0.1%
Letterlike Symbols	2	< 0.1%
Compat Jamo	2	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2944	23.3%
)	1133	9.0%
(	1124	8.9%
C	454	3.6%
2	445	3.5%
e	440	3.5%
5	347	2.7%
S	325	2.6%
a	283	2.2%
G	271	2.1%
Other values (72)	4870	38.5%

Hangul

Value	Count	Frequency (%)
점	2693	4.7%
스	2053	3.6%
피	1655	2.9%
커	1416	2.5%
이	1402	2.4%
리	1111	1.9%
산	886	1.5%
카	866	1.5%
부	847	1.5%
페	808	1.4%
Other values (951)	43502	76.0%

Modifier Letters

Value	Count	Frequency (%)
˚	3	100.0%

None

Value	Count	Frequency (%)
°	2	40.0%
₂	1	20.0%
＆	1	20.0%
·	1	20.0%

CJK

Value	Count	Frequency (%)
人	2	20.0%
如	2	20.0%
好	1	10.0%
喜	1	10.0%
休	1	10.0%
味	1	10.0%
彬	1	10.0%
生	1	10.0%

Letterlike Symbols

Value	Count	Frequency (%)
℃	2	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	2	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	8488
Distinct (%)	84.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0134683 × 10¹³

Minimum	1.9990211 × 10¹³
Maximum	2.0210129 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1.9990211 × 10¹³
5-th percentile	2.0010498 × 10¹³
Q1	2.0080225 × 10¹³
median	2.0170427 × 10¹³
Q3	2.0191018 × 10¹³
95-th percentile	2.020112 × 10¹³
Maximum	2.0210129 × 10¹³
Range	2.1991817 × 10¹¹
Interquartile range (IQR)	1.1079298 × 10¹¹

Descriptive statistics

Standard deviation	7.0994595 × 10¹⁰
Coefficient of variation (CV)	0.0035259853
Kurtosis	-0.8988704
Mean	2.0134683 × 10¹³
Median Absolute Deviation (MAD)	3.0289017 × 10¹⁰
Skewness	-0.792743
Sum	2.0134683 × 10¹⁷
Variance	5.0402325 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20020228000000	98	1.0%
20010803000000	64	0.6%
20010823000000	54	0.5%
20020827000000	53	0.5%
19990318000000	53	0.5%
20020110000000	51	0.5%
19990317000000	36	0.4%
20020828000000	36	0.4%
20020618000000	33	0.3%
20020225000000	31	0.3%
Other values (8478)	9491	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990211000000	1	< 0.1%
19990225000000	1	< 0.1%
19990303000000	10	0.1%
19990304000000	4	< 0.1%
19990305000000	18	0.2%
19990308000000	2	< 0.1%
19990311000000	1	< 0.1%
19990316000000	7	0.1%
19990317000000	36	0.4%
19990318000000	53	0.5%

Value	Count	Frequency (%)
20210129173246	1	< 0.1%
20210129165539	1	< 0.1%
20210129165348	1	< 0.1%
20210129163518	1	< 0.1%
20210129162509	1	< 0.1%
20210129162340	1	< 0.1%
20210129160808	1	< 0.1%
20210129160035	1	< 0.1%
20210129152233	1	< 0.1%
20210129115141	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

I	6615
U	3385

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	6615	66.1%
U	3385	33.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	6615	66.1%
u	3385	33.9%

데이터갱신일자
Date

Distinct	941
Distinct (%)	9.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

커피숍	2925
일반조리판매	1790
기타 휴게음식점	1482
다방	1459
과자점	929
Other values (16)	1415

Length

Max length	8
Median length	6
Mean length	4.2812
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	커피숍
2nd row	과자점
3rd row	커피숍
4th row	다방
5th row	과자점

Common Values

Value	Count	Frequency (%)
커피숍	2925	29.2%
일반조리판매	1790	17.9%
기타 휴게음식점	1482	14.8%
다방	1459	14.6%
과자점	929	9.3%
패스트푸드	606	6.1%
편의점	463	4.6%
백화점	91	0.9%
푸드트럭	81	0.8%
전통찻집	48	0.5%
Other values (11)	126	1.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
커피숍	2925	25.5%
일반조리판매	1790	15.6%
기타	1482	12.9%
휴게음식점	1482	12.9%
다방	1459	12.7%
과자점	929	8.1%
패스트푸드	606	5.3%
편의점	463	4.0%
백화점	91	0.8%
푸드트럭	81	0.7%
Other values (12)	174	1.5%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	6726
Distinct (%)	70.1%
Missing	411
Missing (%)	4.1%
Infinite	0
Infinite (%)	0.0%
Mean	388365.17

Minimum	364927.7
Maximum	408182.16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	364927.7
5-th percentile	379352.81
Q1	384820.12
median	388172.85
Q3	392022.01
95-th percentile	398345.25
Maximum	408182.16
Range	43254.465
Interquartile range (IQR)	7201.892

Descriptive statistics

Standard deviation	5993.8378
Coefficient of variation (CV)	0.01543351
Kurtosis	0.87463958
Mean	388365.17
Median Absolute Deviation (MAD)	3554.1316
Skewness	-0.071752
Sum	3.7240336 × 10⁹
Variance	35926092
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
394482.139208377	98	1.0%
387271.299492377	96	1.0%
393952.264486105	87	0.9%
385590.814676765	83	0.8%
387539.767677801	78	0.8%
389097.800933845	39	0.4%
389314.662085919	30	0.3%
392495.046847798	25	0.2%
392321.102334852	24	0.2%
380128.339808636	23	0.2%
Other values (6716)	9006	90.1%
(Missing)	411	4.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
364927.696730227	3	< 0.1%
365045.343077193	2	< 0.1%
365331.554111646	1	< 0.1%
365359.1028736	1	< 0.1%
365434.715726108	2	< 0.1%
366678.639686731	1	< 0.1%
366779.273666901	2	< 0.1%
366799.216536177	3	< 0.1%
366829.531355754	1	< 0.1%
366854.076165373	2	< 0.1%

Value	Count	Frequency (%)
408182.162093325	1	< 0.1%
407878.31227469	1	< 0.1%
407818.998027909	1	< 0.1%
407756.907308392	1	< 0.1%
407434.691805327	1	< 0.1%
407082.695163351	1	< 0.1%
407012.469380515	1	< 0.1%
406968.18195989	1	< 0.1%
406962.984916538	1	< 0.1%
406949.405821447	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	6727
Distinct (%)	70.2%
Missing	411
Missing (%)	4.1%
Infinite	0
Infinite (%)	0.0%
Mean	187322.1

Minimum	169466.97
Maximum	211459
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	169466.97
5-th percentile	178904.81
Q1	183896.97
median	186795.12
Q3	191004.23
95-th percentile	197066.06
Maximum	211459
Range	41992.031
Interquartile range (IQR)	7107.2602

Descriptive statistics

Standard deviation	5864.1684
Coefficient of variation (CV)	0.031305268
Kurtosis	0.85492247
Mean	187322.1
Median Absolute Deviation (MAD)	3672.9441
Skewness	0.62419017
Sum	1.7962316 × 10⁹
Variance	34388472
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187606.035424193	98	1.0%
186099.137533193	96	1.0%
187602.933160728	87	0.9%
179553.867031936	83	0.8%
184402.96650913	78	0.8%
192260.811648263	39	0.4%
194669.898821687	30	0.3%
183633.944535074	25	0.2%
184041.758684038	24	0.2%
186803.363627811	23	0.2%
Other values (6717)	9006	90.1%
(Missing)	411	4.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
169466.971226381	1	< 0.1%
170813.584718477	3	< 0.1%
172487.88651035	1	< 0.1%
172497.470216223	2	< 0.1%
173080.332146413	2	< 0.1%
173725.8041865	1	< 0.1%
173765.464798248	2	< 0.1%
173880.935177659	1	< 0.1%
173914.718015169	1	< 0.1%
173920.699770928	1	< 0.1%

Value	Count	Frequency (%)
211459.001777975	2	< 0.1%
210945.104382171	3	< 0.1%
210284.515757078	1	< 0.1%
210184.120503763	1	< 0.1%
210111.800324086	1	< 0.1%
209997.104379978	1	< 0.1%
209321.781147486	1	< 0.1%
208694.830978882	1	< 0.1%
208621.775293103	1	< 0.1%
208616.491041704	1	< 0.1%

위생업태명
Categorical

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

커피숍	2927
일반조리판매	1802
기타 휴게음식점	1495
다방	1458
과자점	930
Other values (16)	1388

Length

Max length	8
Median length	6
Mean length	4.2915
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	커피숍
2nd row	과자점
3rd row	커피숍
4th row	다방
5th row	과자점

Common Values

Value	Count	Frequency (%)
커피숍	2927	29.3%
일반조리판매	1802	18.0%
기타 휴게음식점	1495	14.9%
다방	1458	14.6%
과자점	930	9.3%
패스트푸드	608	6.1%
편의점	435	4.3%
백화점	91	0.9%
푸드트럭	81	0.8%
전통찻집	49	0.5%
Other values (11)	124	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
커피숍	2927	25.5%
일반조리판매	1802	15.7%
기타	1495	13.0%
휴게음식점	1495	13.0%
다방	1458	12.7%
과자점	930	8.1%
패스트푸드	608	5.3%
편의점	435	3.8%
백화점	91	0.8%
푸드트럭	81	0.7%
Other values (12)	173	1.5%

남성종사자수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	6
Distinct (%)	0.2%
Missing	7587
Missing (%)	75.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.058433485

Minimum	0
Maximum	15
Zeros	2318
Zeros (%)	23.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 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	0.50812669
Coefficient of variation (CV)	8.6958135
Kurtosis	634.99989
Mean	0.058433485
Median Absolute Deviation (MAD)	0
Skewness	22.719235
Sum	141
Variance	0.25819274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	2318	23.2%
1	82	0.8%
2	8	0.1%
15	2	< 0.1%
3	2	< 0.1%
7	1	< 0.1%
(Missing)	7587	75.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2318	23.2%
1	82	0.8%
2	8	0.1%
3	2	< 0.1%
7	1	< 0.1%
15	2	< 0.1%

Value	Count	Frequency (%)
15	2	< 0.1%
7	1	< 0.1%
3	2	< 0.1%
2	8	0.1%
1	82	0.8%
0	2318	23.2%

여성종사자수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	9
Distinct (%)	0.4%
Missing	7551
Missing (%)	75.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.12903226

Minimum	0
Maximum	29
Zeros	2247
Zeros (%)	22.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	29
Range	29
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.89461575
Coefficient of variation (CV)	6.9332721
Kurtosis	605.85248
Mean	0.12903226
Median Absolute Deviation (MAD)	0
Skewness	22.153727
Sum	316
Variance	0.80033734
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	2247	22.5%
1	161	1.6%
2	35	0.4%
3	1	< 0.1%
4	1	< 0.1%
17	1	< 0.1%
20	1	< 0.1%
29	1	< 0.1%
12	1	< 0.1%
(Missing)	7551	75.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2247	22.5%
1	161	1.6%
2	35	0.4%
3	1	< 0.1%
4	1	< 0.1%
12	1	< 0.1%
17	1	< 0.1%
20	1	< 0.1%
29	1	< 0.1%

Value	Count	Frequency (%)
29	1	< 0.1%
20	1	< 0.1%
17	1	< 0.1%
12	1	< 0.1%
4	1	< 0.1%
3	1	< 0.1%
2	35	0.4%
1	161	1.6%
0	2247	22.5%

영업장주변구분명
Categorical

IMBALANCE

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	6928
기타	2453
주택가주변	317
유흥업소밀집지역	124
아파트지역	116
Other values (3)	62

Length

Max length	8
Median length	4
Mean length	3.6265
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6928	69.3%
기타	2453	24.5%
주택가주변	317	3.2%
유흥업소밀집지역	124	1.2%
아파트지역	116	1.2%
학교정화(상대)	42	0.4%
학교정화(절대)	14	0.1%
결혼예식장주변	6	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6928	69.3%
기타	2453	24.5%
주택가주변	317	3.2%
유흥업소밀집지역	124	1.2%
아파트지역	116	1.2%
학교정화(상대	42	0.4%
학교정화(절대	14	0.1%
결혼예식장주변	6	0.1%

등급구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	7222
기타	2148
자율	613
지도	10
우수	6

Length

Max length	4
Median length	4
Mean length	3.4443
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7222	72.2%
기타	2148	21.5%
자율	613	6.1%
지도	10	0.1%
우수	6	0.1%
갑	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7222	72.2%
기타	2148	21.5%
자율	613	6.1%
지도	10	0.1%
우수	6	0.1%
갑	1	< 0.1%

급수시설구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5213
상수도전용	4749
지하수전용	19
간이상수도	9
상수도(음용)지하수(주방용)겸용	8

Length

Max length	19
Median length	4
Mean length	4.4911
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5213	52.1%
상수도전용	4749	47.5%
지하수전용	19	0.2%
간이상수도	9	0.1%
상수도(음용)지하수(주방용)겸용	8	0.1%
전용상수도(특정시설의 자가용 수도)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5213	52.1%
상수도전용	4749	47.5%
지하수전용	19	0.2%
간이상수도	9	0.1%
상수도(음용)지하수(주방용)겸용	8	0.1%
전용상수도(특정시설의	2	< 0.1%
자가용	2	< 0.1%
수도	2	< 0.1%

총종업원수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

본사종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9996
0	4

Length

Max length	4
Median length	4
Mean length	3.9988
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>	9996	> 99.9%
0	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9996	> 99.9%
0	4	< 0.1%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9996
0	4

Length

Max length	4
Median length	4
Mean length	3.9988
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>	9996	> 99.9%
0	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9996	> 99.9%
0	4	< 0.1%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9996
0	4

Length

Max length	4
Median length	4
Mean length	3.9988
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>	9996	> 99.9%
0	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9996	> 99.9%
0	4	< 0.1%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9996
0	4

Length

Max length	4
Median length	4
Mean length	3.9988
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>	9996	> 99.9%
0	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9996	> 99.9%
0	4	< 0.1%

건물소유구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

보증액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9996
0	4

Length

Max length	4
Median length	4
Mean length	3.9988
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>	9996	> 99.9%
0	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9996	> 99.9%
0	4	< 0.1%

월세액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9996
0	4

Length

Max length	4
Median length	4
Mean length	3.9988
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>	9996	> 99.9%
0	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9996	> 99.9%
0	4	< 0.1%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	9642
True	358

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9642	96.4%
True	358	3.6%

시설총규모
Real number (ℝ)

ZEROS

Distinct	4744
Distinct (%)	47.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.226838

Minimum	0
Maximum	1697.06
Zeros	1526
Zeros (%)	15.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7.9
median	27.985
Q3	62.7
95-th percentile	170.0035
Maximum	1697.06
Range	1697.06
Interquartile range (IQR)	54.8

Descriptive statistics

Standard deviation	73.164316
Coefficient of variation (CV)	1.4862689
Kurtosis	49.285599
Mean	49.226838
Median Absolute Deviation (MAD)	24.265
Skewness	4.8516162
Sum	492268.38
Variance	5353.0172
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1526	15.3%
3.3	145	1.5%
6.6	104	1.0%
10.0	74	0.7%
33.0	52	0.5%
12.0	41	0.4%
15.0	40	0.4%
20.0	37	0.4%
16.5	36	0.4%
13.2	33	0.3%
Other values (4734)	7912	79.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1526	15.3%
0.4	1	< 0.1%
0.7	1	< 0.1%
0.8	3	< 0.1%
0.92	1	< 0.1%
0.96	1	< 0.1%
1.0	12	0.1%
1.17	1	< 0.1%
1.19	1	< 0.1%
1.2	7	0.1%

Value	Count	Frequency (%)
1697.06	1	< 0.1%
1175.98	1	< 0.1%
901.57	1	< 0.1%
865.88	1	< 0.1%
791.8	1	< 0.1%
787.5	1	< 0.1%
722.81	1	< 0.1%
701.39	1	< 0.1%
685.6	1	< 0.1%
669.39	1	< 0.1%

전통업소지정번호
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9999
2	1

Length

Max length	4
Median length	4
Mean length	3.9997
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9999	> 99.9%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9999	> 99.9%
2	1	< 0.1%

전통업소주된음식
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	9999
Missing (%)	> 99.9%
Memory size	156.2 KiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	3
Distinct characters	3
Distinct categories	1 ?
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	1 ?
Unique (%)	100.0%

Sample

1st row	전통차

Value	Count	Frequency (%)
전통차	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
전	1	33.3%
통	1	33.3%
차	1	33.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
전	1	33.3%
통	1	33.3%
차	1	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
전	1	33.3%
통	1	33.3%
차	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
전	1	33.3%
통	1	33.3%
차	1	33.3%

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

Unnamed: 47
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 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	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
14376	14377	휴게음식점	07_24_05_P	3310000	3310000-104-1996-01999	19961108	<NA>	3	폐업	2	폐업	20131231	<NA>	<NA>	<NA>	051 6373344	154.80	608824	부산광역시 남구 문현동 405-3번지	부산광역시 남구 수영로 21-1 (문현동)	48415	베네치아	20131231155329	I	2018-08-31 23:59:59.0	커피숍	388611.317841	183980.324941	커피숍	0	0	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	154.8	<NA>	<NA>	<NA>	<NA>
19678	19679	휴게음식점	07_24_05_P	3280000	3280000-104-1995-00076	19950302	<NA>	3	폐업	2	폐업	20001122	<NA>	<NA>	<NA>	051	35.90	606809	부산광역시 영도구 동삼동 510-9번지 영구임대상가 .동 101호	<NA>	<NA>	이딸리앙제과점	20001122000000	I	2018-08-31 23:59:59.0	과자점	388284.875872	177081.087826	과자점	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	35.9	<NA>	<NA>	<NA>	<NA>
10017	10018	휴게음식점	07_24_05_P	3350000	3350000-104-2018-00105	20181119	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	33.42	609837	부산광역시 금정구 장전동 135-25번지	부산광역시 금정구 수림로85번길 43, 1층 (장전동)	46281	달디1031	20181217143128	U	2018-12-19 02:40:00.0	커피숍	389554.133569	195171.437801	커피숍	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	33.42	<NA>	<NA>	<NA>	<NA>
11321	11322	휴게음식점	07_24_05_P	3340000	3340000-104-2001-00429	20011208	<NA>	3	폐업	2	폐업	20030128	<NA>	<NA>	<NA>	051 2073350	<NA>	604851	부산광역시 사하구 하단동 494-3번지	<NA>	<NA>	버즈	20011208000000	I	2018-08-31 23:59:59.0	다방	379182.55302	181081.44391	다방	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
17087	17088	휴게음식점	07_24_05_P	3270000	3270000-104-1990-00309	19900111	<NA>	3	폐업	2	폐업	19950523	<NA>	<NA>	<NA>	051 4682750	74.70	601829	부산광역시 동구 초량동 444-3번지	<NA>	<NA>	중앙	20010823000000	I	2018-08-31 23:59:59.0	과자점	385762.905978	181589.196297	과자점	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	74.7	<NA>	<NA>	<NA>	<NA>
15799	15800	휴게음식점	07_24_05_P	3350000	3350000-104-2008-00013	20080626	<NA>	3	폐업	2	폐업	20090430	<NA>	<NA>	<NA>	<NA>	28.07	609847	부산광역시 금정구 구서동 252-32번지 구서골드1상가 B103호	<NA>	<NA>	찬이	20080717171549	I	2018-08-31 23:59:59.0	커피숍	390022.176704	196436.295019	커피숍	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	28.07	<NA>	<NA>	<NA>	<NA>
11982	11983	휴게음식점	07_24_05_P	3310000	3310000-104-2008-00042	20081216	<NA>	3	폐업	2	폐업	20180905	<NA>	<NA>	<NA>	<NA>	114.98	608810	부산광역시 남구 대연동 511-1번지 지하1층	부산광역시 남구 용소로40번길 10, 지하1층 (대연동)	48498	커피 아이엔지(ing)	20180905153054	U	2018-09-05 23:59:59.0	커피숍	391373.521722	183664.647541	커피숍	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	114.98	<NA>	<NA>	<NA>	<NA>
8080	8081	휴게음식점	07_24_05_P	3340000	3340000-104-2015-00064	20151208	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 914 8285	57.95	604849	부산광역시 사하구 하단동 816-3번지	부산광역시 사하구 낙동대로516번길 55, 103호 (하단동, 동아맨션)	49324	빽다방 동아대승학점	20170608143442	I	2018-08-31 23:59:59.0	다방	379134.586457	181124.93358	다방	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	57.95	<NA>	<NA>	<NA>	<NA>
4433	4434	휴게음식점	07_24_05_P	3340000	3340000-104-2019-00132	20191118	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	16.80	604852	부산광역시 사하구 하단동 526-6번지 아트몰링	부산광역시 사하구 낙동남로 1413, 아트몰링 지하1층 (하단동)	49311	떡만드는앙드레	20191127124524	U	2019-11-29 02:40:00.0	떡카페	379212.079722	180390.068955	떡카페	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	16.8	<NA>	<NA>	<NA>	<NA>
9109	9110	휴게음식점	07_24_05_P	3370000	3370000-104-2016-00034	20160722	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	33.16	611817	부산광역시 연제구 연산동 406-7	부산광역시 연제구 과정로 223-2, 1층 (연산동)	47558	오늘도, 커피	20210121113222	U	2021-01-23 02:40:00.0	커피숍	391466.260778	189607.095108	커피숍	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	33.16	<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
10462	10463	휴게음식점	07_24_05_P	3260000	3260000-104-2021-00004	20210119	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	39.02	602825	부산광역시 서구 서대신동3가 580	부산광역시 서구 망양로21번길 18-1, 1층 (서대신동3가)	49210	샌치하다	20210127164304	U	2021-01-29 02:40:00.0	커피숍	383380.403145	181178.134133	커피숍	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	39.02	<NA>	<NA>	<NA>	<NA>
19716	19717	휴게음식점	07_24_05_P	3250000	3250000-104-1987-00097	19870708	<NA>	3	폐업	2	폐업	20031211	<NA>	<NA>	<NA>	051	145.25	600046	부산광역시 중구 남포동6가 83-2번지 (82-5)	<NA>	<NA>	이어도	20020712000000	I	2018-08-31 23:59:59.0	다방	384847.461936	179528.146629	다방	<NA>	<NA>	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	145.25	<NA>	<NA>	<NA>	<NA>
13971	13972	휴게음식점	07_24_05_P	3320000	3320000-104-2012-00014	20120523	<NA>	3	폐업	2	폐업	20171017	<NA>	<NA>	<NA>	051 343 6565	51.10	616805	부산광역시 북구 구포동 1217-8번지	부산광역시 북구 시랑로 62 (구포동)	46631	옥커피숍	20171017160144	I	2018-08-31 23:59:59.0	다방	382538.760664	190835.937828	다방	<NA>	2	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	51.1	<NA>	<NA>	<NA>	<NA>
11714	11715	휴게음식점	07_24_05_P	3300000	3300000-104-1999-00120	19990128	<NA>	3	폐업	2	폐업	20001208	<NA>	<NA>	<NA>	051	38.38	607824	부산광역시 동래구 수안동 521-0번지	<NA>	<NA>	구피커피전문점	20001208000000	I	2018-08-31 23:59:59.0	다방	389725.962943	191365.792134	다방	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	38.38	<NA>	<NA>	<NA>	<NA>
1309	1310	휴게음식점	07_24_05_P	3250000	3250000-104-2019-00006	20190211	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	40.07	600801	부산광역시 중구 대청동4가 82-32번지	부산광역시 중구 중구로62번길 5-1, 1-2층 (대청동4가)	48933	음료실	20190318165100	U	2019-03-20 02:40:00.0	커피숍	384897.251322	180140.252516	커피숍	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	40.07	<NA>	<NA>	<NA>	<NA>
6759	6760	휴게음식점	07_24_05_P	3340000	3340000-104-2020-00076	20200722	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	3.30	604806	부산광역시 사하구 감천동 552 감천자유아파트	부산광역시 사하구 감천로105번길 55, 자유연립 상가동 1층 (감천동)	49373	세븐일레븐 부산감천자유점	20200818130950	U	2020-08-20 02:40:00.0	일반조리판매	382698.273665	178754.029808	일반조리판매	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	3.3	<NA>	<NA>	<NA>	<NA>
14199	14200	휴게음식점	07_24_05_P	3390000	3390000-104-2006-00016	20060523	<NA>	3	폐업	2	폐업	20070122	<NA>	<NA>	<NA>	051 3327006	<NA>	617818	부산광역시 사상구 모라동 202-2번지 벽산@상가지하102호	<NA>	<NA>	세븐벨치킨피자	20060704000000	I	2018-08-31 23:59:59.0	기타 휴게음식점	381511.170752	189844.425247	기타 휴게음식점	0	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
10312	10313	휴게음식점	07_24_05_P	3380000	3380000-104-2020-00125	20201123	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	42.64	613820	부산광역시 수영구 망미동 212-17	부산광역시 수영구 수미로71번길 9, 1층 (망미동)	48215	솔(sol)	20201123150918	I	2020-11-25 00:23:07.0	커피숍	392914.632477	188102.200929	커피숍	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	42.64	<NA>	<NA>	<NA>	<NA>
7500	7501	휴게음식점	07_24_05_P	3290000	3290000-104-2020-00212	20200910	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	37.25	614846	부산광역시 부산진구 부전동 226-9	부산광역시 부산진구 중앙대로666번길 17, 7층 (부전동)	47296	터프앤쿠키(TUFF&COOKIE)	20200910164248	I	2020-09-12 00:23:12.0	커피숍	387674.292977	185628.880769	커피숍	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	37.25	<NA>	<NA>	<NA>	<NA>
19935	19936	휴게음식점	07_24_05_P	3330000	3330000-104-2020-00093	20200515	<NA>	3	폐업	2	폐업	20200703	<NA>	<NA>	<NA>	<NA>	9.00	612020	부산광역시 해운대구 우동 1495 신세계백화점센텀시티점	부산광역시 해운대구 센텀남대로 35, 신세계백화점센텀시티점 지하1층 일부호 (우동)	48058	교토마블	20200703132319	U	2020-07-05 02:40:00.0	백화점	393952.264486	187602.933161	백화점	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	9.0	<NA>	<NA>	<NA>	<NA>

Overview

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Common Values

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Common Values (Plot)

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Decimal Number

Dash Punctuation

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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

Dash 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

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

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Uppercase Letter

Decimal Number

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Other Punctuation

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Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

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Most occurring characters