gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	2588
Missing cells	31261
Missing cells (%)	23.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.1 MiB
Average record size in memory	441.0 B

Variable types

Numeric	18
Categorical	18
Text	7
Unsupported	5
DateTime	1
Boolean	2

Dataset

Description	2021-01-04
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123152

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`업태구분명` is highly imbalanced (93.8%)	Imbalance
`위생업태명` is highly imbalanced (93.8%)	Imbalance
`발한실여부` is highly imbalanced (99.5%)	Imbalance
`의자수` is highly imbalanced (53.3%)	Imbalance
`조건부허가시작일자` is highly imbalanced (98.9%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.5%)	Imbalance
`인허가취소일자` has 2588 (100.0%) missing values	Missing
`폐업일자` has 939 (36.3%) missing values	Missing
`휴업시작일자` has 2588 (100.0%) missing values	Missing
`휴업종료일자` has 2588 (100.0%) missing values	Missing
`재개업일자` has 2588 (100.0%) missing values	Missing
`소재지전화` has 607 (23.5%) missing values	Missing
`소재지우편번호` has 34 (1.3%) missing values	Missing
`도로명전체주소` has 783 (30.3%) missing values	Missing
`도로명우편번호` has 827 (32.0%) missing values	Missing
`좌표정보(x)` has 70 (2.7%) missing values	Missing
`좌표정보(y)` has 70 (2.7%) missing values	Missing
`건물지상층수` has 423 (16.3%) missing values	Missing
`건물지하층수` has 581 (22.4%) missing values	Missing
`사용시작지상층` has 674 (26.0%) missing values	Missing
`사용끝지상층` has 936 (36.2%) missing values	Missing
`사용시작지하층` has 1384 (53.5%) missing values	Missing
`사용끝지하층` has 1561 (60.3%) missing values	Missing
`발한실여부` has 72 (2.8%) missing values	Missing
`조건부허가신고사유` has 2582 (99.8%) missing values	Missing
`조건부허가종료일자` has 2581 (99.7%) missing values	Missing
`여성종사자수` has 2102 (81.2%) missing values	Missing
`남성종사자수` has 2057 (79.5%) missing values	Missing
`Unnamed: 50` has 2588 (100.0%) missing values	Missing
`번호` has unique values	Unique
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 50` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건물지상층수` has 617 (23.8%) zeros	Zeros
`건물지하층수` has 1144 (44.2%) zeros	Zeros
`사용시작지상층` has 352 (13.6%) zeros	Zeros
`사용끝지상층` has 344 (13.3%) zeros	Zeros
`사용시작지하층` has 1031 (39.8%) zeros	Zeros
`사용끝지하층` has 870 (33.6%) zeros	Zeros
`여성종사자수` has 424 (16.4%) zeros	Zeros
`남성종사자수` has 358 (13.8%) zeros	Zeros

Reproduction

Analysis started	2024-04-20 15:14:41.907766
Analysis finished	2024-04-20 15:14:44.117376
Duration	2.21 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	2588
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1294.5

Minimum	1
Maximum	2588
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	1
5-th percentile	130.35
Q1	647.75
median	1294.5
Q3	1941.25
95-th percentile	2458.65
Maximum	2588
Range	2587
Interquartile range (IQR)	1293.5

Descriptive statistics

Standard deviation	747.23557
Coefficient of variation (CV)	0.57723876
Kurtosis	-1.2
Mean	1294.5
Median Absolute Deviation (MAD)	647
Skewness	0
Sum	3350166
Variance	558361
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
1701	1	< 0.1%
1723	1	< 0.1%
1724	1	< 0.1%
1725	1	< 0.1%
1726	1	< 0.1%
1727	1	< 0.1%
1728	1	< 0.1%
1729	1	< 0.1%
1730	1	< 0.1%
Other values (2578)	2578	99.6%

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 (%)
2588	1	< 0.1%
2587	1	< 0.1%
2586	1	< 0.1%
2585	1	< 0.1%
2584	1	< 0.1%
2583	1	< 0.1%
2582	1	< 0.1%
2581	1	< 0.1%
2580	1	< 0.1%
2579	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

건물위생관리업	2588

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
건물위생관리업	2588	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건물위생관리업	2588	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

09_30_04_P	2588

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	09_30_04_P
2nd row	09_30_04_P
3rd row	09_30_04_P
4th row	09_30_04_P
5th row	09_30_04_P

Common Values

Value	Count	Frequency (%)
09_30_04_P	2588	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
09_30_04_p	2588	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3325177.7

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3260000
Q1	3290000
median	3320000
Q3	3370000
95-th percentile	3400000
Maximum	3400000
Range	150000
Interquartile range (IQR)	80000

Descriptive statistics

Standard deviation	44550.837
Coefficient of variation (CV)	0.013398032
Kurtosis	-1.1231132
Mean	3325177.7
Median Absolute Deviation (MAD)	30000
Skewness	0.20849
Sum	8.60556 × 10⁹
Variance	1.9847771 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	353	13.6%
3300000	292	11.3%
3270000	238	9.2%
3400000	226	8.7%
3330000	202	7.8%
3370000	197	7.6%
3310000	160	6.2%
3350000	148	5.7%
3380000	138	5.3%
3320000	132	5.1%
Other values (6)	502	19.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	102	3.9%
3260000	75	2.9%
3270000	238	9.2%
3280000	27	1.0%
3290000	353	13.6%
3300000	292	11.3%
3310000	160	6.2%
3320000	132	5.1%
3330000	202	7.8%
3340000	119	4.6%

Value	Count	Frequency (%)
3400000	226	8.7%
3390000	128	4.9%
3380000	138	5.3%
3370000	197	7.6%
3360000	51	2.0%
3350000	148	5.7%
3340000	119	4.6%
3330000	202	7.8%
3320000	132	5.1%
3310000	160	6.2%

관리번호
Text

UNIQUE

Distinct	2588
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

Length

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

Characters and Unicode

Total characters	56936
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	2588 ?
Unique (%)	100.0%

Sample

1st row	3260000-206-2011-00003
2nd row	3380000-206-2019-00001
3rd row	3320000-206-2005-00002
4th row	3320000-206-2013-00002
5th row	3320000-206-2011-00008

Value	Count	Frequency (%)
3260000-206-2011-00003	1	< 0.1%
3320000-206-2018-00007	1	< 0.1%
3320000-206-2012-00006	1	< 0.1%
3400000-206-2011-00007	1	< 0.1%
3320000-206-2018-00003	1	< 0.1%
3320000-206-2016-00006	1	< 0.1%
3320000-206-2016-00002	1	< 0.1%
3320000-206-2009-00001	1	< 0.1%
3400000-206-2008-00001	1	< 0.1%
3400000-206-2010-00021	1	< 0.1%
Other values (2578)	2578	99.6%

Most occurring characters

Value	Count	Frequency (%)
0	26429	46.4%
-	7764	13.6%
2	6635	11.7%
3	5068	8.9%
6	3242	5.7%
1	2790	4.9%
9	1498	2.6%
4	997	1.8%
7	983	1.7%
5	804	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49172	86.4%
Dash Punctuation	7764	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	26429	53.7%
2	6635	13.5%
3	5068	10.3%
6	3242	6.6%
1	2790	5.7%
9	1498	3.0%
4	997	2.0%
7	983	2.0%
5	804	1.6%
8	726	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	7764	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	56936	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	26429	46.4%
-	7764	13.6%
2	6635	11.7%
3	5068	8.9%
6	3242	5.7%
1	2790	4.9%
9	1498	2.6%
4	997	1.8%
7	983	1.7%
5	804	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	56936	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	26429	46.4%
-	7764	13.6%
2	6635	11.7%
3	5068	8.9%
6	3242	5.7%
1	2790	4.9%
9	1498	2.6%
4	997	1.8%
7	983	1.7%
5	804	1.4%

인허가일자
Real number (ℝ)

Distinct	1937
Distinct (%)	74.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20086696

Minimum	19870507
Maximum	20201230
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	19870507
5-th percentile	19960612
Q1	20040803
median	20090927
Q3	20140612
95-th percentile	20190721
Maximum	20201230
Range	330723
Interquartile range (IQR)	99808.5

Descriptive statistics

Standard deviation	71075.665
Coefficient of variation (CV)	0.0035384448
Kurtosis	-0.10631048
Mean	20086696
Median Absolute Deviation (MAD)	49901
Skewness	-0.51042996
Sum	5.1984369 × 10¹⁰
Variance	5.0517502 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20120622	6	0.2%
20100603	6	0.2%
20081209	6	0.2%
20000706	5	0.2%
20070614	5	0.2%
20140327	5	0.2%
20020403	5	0.2%
20101217	5	0.2%
20031125	5	0.2%
20140219	5	0.2%
Other values (1927)	2535	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19870507	1	< 0.1%
19870520	1	< 0.1%
19870601	2	0.1%
19870612	1	< 0.1%
19870709	3	0.1%
19870821	1	< 0.1%
19871006	1	< 0.1%
19871110	1	< 0.1%
19871123	1	< 0.1%
19871203	1	< 0.1%

Value	Count	Frequency (%)
20201230	1	< 0.1%
20201221	1	< 0.1%
20201215	1	< 0.1%
20201209	1	< 0.1%
20201207	1	< 0.1%
20201203	1	< 0.1%
20201201	1	< 0.1%
20201130	1	< 0.1%
20201127	3	0.1%
20201126	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2588
Missing (%)	100.0%
Memory size	22.9 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

3	1649
1	939

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	1649	63.7%
1	939	36.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1649	63.7%
1	939	36.3%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

폐업	1649
영업/정상	939

Length

Max length	5
Median length	2
Mean length	3.0884853
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1649	63.7%
영업/정상	939	36.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1649	63.7%
영업/정상	939	36.3%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

2	1649
1	939

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	1649	63.7%
1	939	36.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1649	63.7%
1	939	36.3%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

폐업	1649
영업	939

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1649	63.7%
영업	939	36.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1649	63.7%
영업	939	36.3%

폐업일자
Real number (ℝ)

MISSING

Distinct	1205
Distinct (%)	73.1%
Missing	939
Missing (%)	36.3%
Infinite	0
Infinite (%)	0.0%
Mean	20115417

Minimum	19880329
Maximum	20201228
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	19880329
5-th percentile	20020821
Q1	20070122
median	20120905
Q3	20170208
95-th percentile	20200310
Maximum	20201228
Range	320899
Interquartile range (IQR)	100086

Descriptive statistics

Standard deviation	59419.711
Coefficient of variation (CV)	0.0029539389
Kurtosis	-0.46336107
Mean	20115417
Median Absolute Deviation (MAD)	49977
Skewness	-0.46165252
Sum	3.3170322 × 10¹⁰
Variance	3.5307021 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20180525	23	0.9%
20200428	15	0.6%
20030227	10	0.4%
20110217	10	0.4%
20180808	9	0.3%
20041213	8	0.3%
20170831	8	0.3%
20031124	8	0.3%
20031114	7	0.3%
20160527	7	0.3%
Other values (1195)	1544	59.7%
(Missing)	939	36.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19880329	1	< 0.1%
19880723	1	< 0.1%
19940215	2	0.1%
19940412	1	< 0.1%
19940630	1	< 0.1%
19940808	1	< 0.1%
19941018	1	< 0.1%
19941111	2	0.1%
19941213	1	< 0.1%
19950111	1	< 0.1%

Value	Count	Frequency (%)
20201228	2	0.1%
20201223	1	< 0.1%
20201221	1	< 0.1%
20201218	1	< 0.1%
20201216	1	< 0.1%
20201215	1	< 0.1%
20201214	2	0.1%
20201211	1	< 0.1%
20201210	1	< 0.1%
20201202	2	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2588
Missing (%)	100.0%
Memory size	22.9 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2588
Missing (%)	100.0%
Memory size	22.9 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2588
Missing (%)	100.0%
Memory size	22.9 KiB

소재지전화
Text

MISSING

Distinct	1724
Distinct (%)	87.0%
Missing	607
Missing (%)	23.5%
Memory size	20.3 KiB

Length

Max length	12
Median length	11
Mean length	11.204947
Min length	3

Characters and Unicode

Total characters	22197
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	1533 ?
Unique (%)	77.4%

Sample

1st row	02 4647058
2nd row	051 3410086
3rd row	051 342 8377
4th row	051 467 8313
5th row	051 343 0110

Value	Count	Frequency (%)
051	1758	37.2%
727	58	1.2%
070	55	1.2%
728	17	0.4%
724	15	0.3%
502	13	0.3%
557	12	0.3%
722	12	0.3%
342	11	0.2%
851	11	0.2%
Other values (1924)	2759	58.4%

Most occurring characters

Value	Count	Frequency (%)
5	3473	15.6%
0	3389	15.3%
1	3248	14.6%
	2757	12.4%
2	1581	7.1%
7	1528	6.9%
6	1386	6.2%
4	1369	6.2%
3	1314	5.9%
8	1242	5.6%
Other values (2)	910	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19439	87.6%
Space Separator	2757	12.4%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	3473	17.9%
0	3389	17.4%
1	3248	16.7%
2	1581	8.1%
7	1528	7.9%
6	1386	7.1%
4	1369	7.0%
3	1314	6.8%
8	1242	6.4%
9	909	4.7%

Space Separator

Value	Count	Frequency (%)
	2757	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22197	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	3473	15.6%
0	3389	15.3%
1	3248	14.6%
	2757	12.4%
2	1581	7.1%
7	1528	6.9%
6	1386	6.2%
4	1369	6.2%
3	1314	5.9%
8	1242	5.6%
Other values (2)	910	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22197	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	3473	15.6%
0	3389	15.3%
1	3248	14.6%
	2757	12.4%
2	1581	7.1%
7	1528	6.9%
6	1386	6.2%
4	1369	6.2%
3	1314	5.9%
8	1242	5.6%
Other values (2)	910	4.1%

소재지면적
Text

Distinct	1533
Distinct (%)	59.8%
Missing	24
Missing (%)	0.9%
Memory size	20.3 KiB

Length

Max length	9
Median length	5
Mean length	4.8697348
Min length	3

Characters and Unicode

Total characters	12486
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	1237 ?
Unique (%)	48.2%

Sample

1st row	.00
2nd row	33.60
3rd row	91.30
4th row	46.29
5th row	13.80

Value	Count	Frequency (%)
00	341	13.3%
33.00	37	1.4%
66.00	21	0.8%
40.00	15	0.6%
30.00	14	0.5%
36.00	12	0.5%
49.50	12	0.5%
99.00	11	0.4%
12.00	10	0.4%
50.00	10	0.4%
Other values (1523)	2081	81.2%

Most occurring characters

Value	Count	Frequency (%)
0	2708	21.7%
.	2564	20.5%
1	1064	8.5%
2	982	7.9%
5	867	6.9%
3	848	6.8%
6	804	6.4%
4	771	6.2%
8	695	5.6%
7	594	4.8%
Other values (2)	589	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9917	79.4%
Other Punctuation	2569	20.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2708	27.3%
1	1064	10.7%
2	982	9.9%
5	867	8.7%
3	848	8.6%
6	804	8.1%
4	771	7.8%
8	695	7.0%
7	594	6.0%
9	584	5.9%

Other Punctuation

Value	Count	Frequency (%)
.	2564	99.8%
,	5	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	12486	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2708	21.7%
.	2564	20.5%
1	1064	8.5%
2	982	7.9%
5	867	6.9%
3	848	6.8%
6	804	6.4%
4	771	6.2%
8	695	5.6%
7	594	4.8%
Other values (2)	589	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12486	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2708	21.7%
.	2564	20.5%
1	1064	8.5%
2	982	7.9%
5	867	6.9%
3	848	6.8%
6	804	6.4%
4	771	6.2%
8	695	5.6%
7	594	4.8%
Other values (2)	589	4.7%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	604
Distinct (%)	23.6%
Missing	34
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	610882.85

Minimum	400410
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	400410
5-th percentile	601807
Q1	607809.25
median	611823
Q3	614854
95-th percentile	619912
Maximum	619953
Range	219543
Interquartile range (IQR)	7044.75

Descriptive statistics

Standard deviation	7042.3885
Coefficient of variation (CV)	0.011528215
Kurtosis	311.11222
Mean	610882.85
Median Absolute Deviation (MAD)	3992
Skewness	-10.579277
Sum	1.5601948 × 10⁹
Variance	49595236
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
619951	47	1.8%
619952	45	1.7%
601837	41	1.6%
601839	29	1.1%
601836	28	1.1%
614844	26	1.0%
619953	26	1.0%
601838	25	1.0%
614865	23	0.9%
607804	21	0.8%
Other values (594)	2243	86.7%
(Missing)	34	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
400410	1	< 0.1%
600012	4	0.2%
600013	1	< 0.1%
600014	2	0.1%
600015	4	0.2%
600016	6	0.2%
600021	3	0.1%
600022	2	0.1%
600024	1	< 0.1%
600044	1	< 0.1%

Value	Count	Frequency (%)
619953	26	1.0%
619952	45	1.7%
619951	47	1.8%
619950	1	< 0.1%
619913	7	0.3%
619912	9	0.3%
619911	10	0.4%
619906	10	0.4%
619905	17	0.7%
619904	5	0.2%

소재지전체주소
Text

Distinct	2385
Distinct (%)	92.7%
Missing	14
Missing (%)	0.5%
Memory size	20.3 KiB

Length

Max length	54
Median length	45
Mean length	25.465035
Min length	2

Characters and Unicode

Total characters	65547
Distinct characters	399
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	2227 ?
Unique (%)	86.5%

Sample

1st row	인천광역시 중구 덕교동 128-76번지
2nd row	부산광역시 수영구 광안동 100-10
3rd row	부산광역시 북구 덕천동 388-1번지 대방상가 304호
4th row	부산광역시 북구 구포동 1256-15번지
5th row	부산광역시 북구 덕천동 128-3번지 벽산아파트 상가동 101호

Value	Count	Frequency (%)
부산광역시	2572	20.8%
부산진구	346	2.8%
동래구	292	2.4%
동구	237	1.9%
기장군	225	1.8%
해운대구	203	1.6%
연제구	196	1.6%
초량동	161	1.3%
남구	159	1.3%
금정구	148	1.2%
Other values (3109)	7843	63.3%

Most occurring characters

Value	Count	Frequency (%)
	9811	15.0%
부	3179	4.8%
산	3176	4.8%
1	3165	4.8%
동	3131	4.8%
광	2671	4.1%
시	2600	4.0%
역	2580	3.9%
지	2515	3.8%
구	2434	3.7%
Other values (389)	30285	46.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	38934	59.4%
Decimal Number	13839	21.1%
Space Separator	9811	15.0%
Dash Punctuation	2351	3.6%
Uppercase Letter	244	0.4%
Close Punctuation	142	0.2%
Open Punctuation	142	0.2%
Other Punctuation	70	0.1%
Lowercase Letter	13	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	3179	8.2%
산	3176	8.2%
동	3131	8.0%
광	2671	6.9%
시	2600	6.7%
역	2580	6.6%
지	2515	6.5%
구	2434	6.3%
번	2396	6.2%
호	526	1.4%
Other values (342)	13726	35.3%

Uppercase Letter

Value	Count	Frequency (%)
B	98	40.2%
T	76	31.1%
O	14	5.7%
A	9	3.7%
D	8	3.3%
S	8	3.3%
K	6	2.5%
I	5	2.0%
C	5	2.0%
P	4	1.6%
Other values (8)	11	4.5%

Decimal Number

Value	Count	Frequency (%)
1	3165	22.9%
2	1909	13.8%
3	1572	11.4%
4	1311	9.5%
0	1234	8.9%
5	1171	8.5%
6	1000	7.2%
7	936	6.8%
8	856	6.2%
9	685	4.9%

Lowercase Letter

Value	Count	Frequency (%)
s	2	15.4%
k	2	15.4%
e	2	15.4%
d	1	7.7%
t	1	7.7%
o	1	7.7%
y	1	7.7%
b	1	7.7%
u	1	7.7%
h	1	7.7%

Other Punctuation

Value	Count	Frequency (%)
,	47	67.1%
/	17	24.3%
.	3	4.3%
@	3	4.3%

Space Separator

Value	Count	Frequency (%)
	9811	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2351	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	142	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	142	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	38934	59.4%
Common	26356	40.2%
Latin	257	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	3179	8.2%
산	3176	8.2%
동	3131	8.0%
광	2671	6.9%
시	2600	6.7%
역	2580	6.6%
지	2515	6.5%
구	2434	6.3%
번	2396	6.2%
호	526	1.4%
Other values (342)	13726	35.3%

Latin

Value	Count	Frequency (%)
B	98	38.1%
T	76	29.6%
O	14	5.4%
A	9	3.5%
D	8	3.1%
S	8	3.1%
K	6	2.3%
I	5	1.9%
C	5	1.9%
P	4	1.6%
Other values (18)	24	9.3%

Common

Value	Count	Frequency (%)
	9811	37.2%
1	3165	12.0%
-	2351	8.9%
2	1909	7.2%
3	1572	6.0%
4	1311	5.0%
0	1234	4.7%
5	1171	4.4%
6	1000	3.8%
7	936	3.6%
Other values (9)	1896	7.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	38934	59.4%
ASCII	26613	40.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9811	36.9%
1	3165	11.9%
-	2351	8.8%
2	1909	7.2%
3	1572	5.9%
4	1311	4.9%
0	1234	4.6%
5	1171	4.4%
6	1000	3.8%
7	936	3.5%
Other values (37)	2153	8.1%

Hangul

Value	Count	Frequency (%)
부	3179	8.2%
산	3176	8.2%
동	3131	8.0%
광	2671	6.9%
시	2600	6.7%
역	2580	6.6%
지	2515	6.5%
구	2434	6.3%
번	2396	6.2%
호	526	1.4%
Other values (342)	13726	35.3%

도로명전체주소
Text

MISSING

Distinct	1728
Distinct (%)	95.7%
Missing	783
Missing (%)	30.3%
Memory size	20.3 KiB

Length

Max length	63
Median length	49
Mean length	31.647645
Min length	20

Characters and Unicode

Total characters	57124
Distinct characters	415
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	1661 ?
Unique (%)	92.0%

Sample

1st row	인천광역시 중구 마시란로 51-33 (덕교동)
2nd row	부산광역시 수영구 무학로9번길 46, 1층 (광안동)
3rd row	부산광역시 북구 시랑로118번길 56 (구포동)
4th row	부산광역시 북구 만덕3로16번길 45, 상가동 101호 (덕천동, 벽산아파트)
5th row	부산광역시 북구 덕천로276번길 28 (만덕동)

Value	Count	Frequency (%)
부산광역시	1804	16.3%
부산진구	245	2.2%
2층	224	2.0%
1층	214	1.9%
동래구	201	1.8%
기장군	193	1.7%
해운대구	157	1.4%
연제구	142	1.3%
동구	130	1.2%
3층	128	1.2%
Other values (2400)	7635	69.0%

Most occurring characters

Value	Count	Frequency (%)
	9270	16.2%
동	2331	4.1%
산	2269	4.0%
부	2252	3.9%
1	2187	3.8%
광	1909	3.3%
시	1888	3.3%
역	1811	3.2%
구	1707	3.0%
로	1699	3.0%
Other values (405)	29801	52.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	33050	57.9%
Decimal Number	9410	16.5%
Space Separator	9270	16.2%
Open Punctuation	1688	3.0%
Close Punctuation	1688	3.0%
Other Punctuation	1589	2.8%
Dash Punctuation	307	0.5%
Uppercase Letter	108	0.2%
Lowercase Letter	11	< 0.1%
Math Symbol	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	2331	7.1%
산	2269	6.9%
부	2252	6.8%
광	1909	5.8%
시	1888	5.7%
역	1811	5.5%
구	1707	5.2%
로	1699	5.1%
층	934	2.8%
길	897	2.7%
Other values (362)	15353	46.5%

Uppercase Letter

Value	Count	Frequency (%)
B	35	32.4%
A	20	18.5%
C	10	9.3%
E	8	7.4%
S	7	6.5%
P	7	6.5%
O	4	3.7%
I	4	3.7%
T	4	3.7%
K	2	1.9%
Other values (6)	7	6.5%

Decimal Number

Value	Count	Frequency (%)
1	2187	23.2%
2	1571	16.7%
3	1141	12.1%
0	868	9.2%
4	792	8.4%
5	697	7.4%
6	590	6.3%
7	552	5.9%
8	523	5.6%
9	489	5.2%

Lowercase Letter

Value	Count	Frequency (%)
e	2	18.2%
k	2	18.2%
s	2	18.2%
u	1	9.1%
b	1	9.1%
y	1	9.1%
d	1	9.1%
h	1	9.1%

Other Punctuation

Value	Count	Frequency (%)
,	1579	99.4%
/	6	0.4%
.	2	0.1%
@	2	0.1%

Space Separator

Value	Count	Frequency (%)
	9270	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1688	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1688	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	307	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	33050	57.9%
Common	23955	41.9%
Latin	119	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	2331	7.1%
산	2269	6.9%
부	2252	6.8%
광	1909	5.8%
시	1888	5.7%
역	1811	5.5%
구	1707	5.2%
로	1699	5.1%
층	934	2.8%
길	897	2.7%
Other values (362)	15353	46.5%

Latin

Value	Count	Frequency (%)
B	35	29.4%
A	20	16.8%
C	10	8.4%
E	8	6.7%
S	7	5.9%
P	7	5.9%
O	4	3.4%
I	4	3.4%
T	4	3.4%
K	2	1.7%
Other values (14)	18	15.1%

Common

Value	Count	Frequency (%)
	9270	38.7%
1	2187	9.1%
(	1688	7.0%
)	1688	7.0%
,	1579	6.6%
2	1571	6.6%
3	1141	4.8%
0	868	3.6%
4	792	3.3%
5	697	2.9%
Other values (9)	2474	10.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	33050	57.9%
ASCII	24074	42.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9270	38.5%
1	2187	9.1%
(	1688	7.0%
)	1688	7.0%
,	1579	6.6%
2	1571	6.5%
3	1141	4.7%
0	868	3.6%
4	792	3.3%
5	697	2.9%
Other values (33)	2593	10.8%

Hangul

Value	Count	Frequency (%)
동	2331	7.1%
산	2269	6.9%
부	2252	6.8%
광	1909	5.8%
시	1888	5.7%
역	1811	5.5%
구	1707	5.2%
로	1699	5.1%
층	934	2.8%
길	897	2.7%
Other values (362)	15353	46.5%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	850
Distinct (%)	48.3%
Missing	827
Missing (%)	32.0%
Infinite	0
Infinite (%)	0.0%
Mean	47615.592

Minimum	22385
Maximum	49524
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	22385
5-th percentile	46037
Q1	46966
median	47709
Q3	48403
95-th percentile	49261
Maximum	49524
Range	27139
Interquartile range (IQR)	1437

Descriptive statistics

Standard deviation	1146.3482
Coefficient of variation (CV)	0.024075059
Kurtosis	131.86944
Mean	47615.592
Median Absolute Deviation (MAD)	726
Skewness	-6.0571409
Sum	83851057
Variance	1314114.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46036	30	1.2%
46037	23	0.9%
46033	19	0.7%
48729	18	0.7%
48093	14	0.5%
47247	14	0.5%
48059	13	0.5%
48060	12	0.5%
47246	11	0.4%
47243	11	0.4%
Other values (840)	1596	61.7%
(Missing)	827	32.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22385	1	< 0.1%
46004	1	< 0.1%
46008	1	< 0.1%
46013	1	< 0.1%
46015	3	0.1%
46017	1	< 0.1%
46019	1	< 0.1%
46020	5	0.2%
46022	1	< 0.1%
46023	2	0.1%

Value	Count	Frequency (%)
49524	2	0.1%
49522	1	< 0.1%
49514	1	< 0.1%
49511	3	0.1%
49504	3	0.1%
49502	1	< 0.1%
49497	1	< 0.1%
49495	1	< 0.1%
49490	1	< 0.1%
49483	1	< 0.1%

사업장명
Text

Distinct	2203
Distinct (%)	85.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

Length

Max length	40
Median length	22
Mean length	7.1989954
Min length	2

Characters and Unicode

Total characters	18631
Distinct characters	537
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	1900 ?
Unique (%)	73.4%

Sample

1st row	(주)성수인력
2nd row	청소협동조합 청소하는사람들 부산경남본점
3rd row	(주)천우이엔지
4th row	신흥
5th row	신항엘엠에스(주)

Value	Count	Frequency (%)
주식회사	164	5.5%
주	16	0.5%
주)만비종합관리	7	0.2%
시스템	7	0.2%
주)만송	7	0.2%
청소나라	6	0.2%
그린산업	6	0.2%
주)금강종합개발	6	0.2%
유한회사	5	0.2%
환경	5	0.2%
Other values (2314)	2762	92.3%

Most occurring characters

Value	Count	Frequency (%)
주	1468	7.9%
)	1306	7.0%
(	1270	6.8%
스	552	3.0%
사	443	2.4%
	406	2.2%
업	375	2.0%
경	327	1.8%
이	326	1.7%
에	315	1.7%
Other values (527)	11843	63.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15266	81.9%
Close Punctuation	1306	7.0%
Open Punctuation	1270	6.8%
Space Separator	406	2.2%
Uppercase Letter	238	1.3%
Lowercase Letter	54	0.3%
Other Punctuation	38	0.2%
Decimal Number	36	0.2%
Other Symbol	15	0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	1468	9.6%
스	552	3.6%
사	443	2.9%
업	375	2.5%
경	327	2.1%
이	326	2.1%
에	315	2.1%
회	296	1.9%
산	290	1.9%
리	241	1.6%
Other values (475)	10633	69.7%

Uppercase Letter

Value	Count	Frequency (%)
C	40	16.8%
E	22	9.2%
S	22	9.2%
B	18	7.6%
G	17	7.1%
M	16	6.7%
H	16	6.7%
N	15	6.3%
T	13	5.5%
J	8	3.4%
Other values (10)	51	21.4%

Lowercase Letter

Value	Count	Frequency (%)
e	13	24.1%
o	6	11.1%
a	5	9.3%
s	5	9.3%
r	4	7.4%
l	4	7.4%
n	4	7.4%
t	3	5.6%
c	3	5.6%
i	3	5.6%
Other values (4)	4	7.4%

Decimal Number

Value	Count	Frequency (%)
1	16	44.4%
2	8	22.2%
4	3	8.3%
0	3	8.3%
9	3	8.3%
8	2	5.6%
6	1	2.8%

Other Punctuation

Value	Count	Frequency (%)
&	16	42.1%
.	10	26.3%
,	6	15.8%
·	4	10.5%
＆	2	5.3%

Other Symbol

Value	Count	Frequency (%)
㈜	14	93.3%
㈔	1	6.7%

Close Punctuation

Value	Count	Frequency (%)
)	1306	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1270	100.0%

Space Separator

Value	Count	Frequency (%)
	406	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15281	82.0%
Common	3058	16.4%
Latin	292	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	1468	9.6%
스	552	3.6%
사	443	2.9%
업	375	2.5%
경	327	2.1%
이	326	2.1%
에	315	2.1%
회	296	1.9%
산	290	1.9%
리	241	1.6%
Other values (477)	10648	69.7%

Latin

Value	Count	Frequency (%)
C	40	13.7%
E	22	7.5%
S	22	7.5%
B	18	6.2%
G	17	5.8%
M	16	5.5%
H	16	5.5%
N	15	5.1%
e	13	4.5%
T	13	4.5%
Other values (24)	100	34.2%

Common

Value	Count	Frequency (%)
)	1306	42.7%
(	1270	41.5%
	406	13.3%
1	16	0.5%
&	16	0.5%
.	10	0.3%
2	8	0.3%
,	6	0.2%
·	4	0.1%
4	3	0.1%
Other values (6)	13	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15266	81.9%
ASCII	3344	17.9%
None	21	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	1468	9.6%
스	552	3.6%
사	443	2.9%
업	375	2.5%
경	327	2.1%
이	326	2.1%
에	315	2.1%
회	296	1.9%
산	290	1.9%
리	241	1.6%
Other values (475)	10633	69.7%

ASCII

Value	Count	Frequency (%)
)	1306	39.1%
(	1270	38.0%
	406	12.1%
C	40	1.2%
E	22	0.7%
S	22	0.7%
B	18	0.5%
G	17	0.5%
M	16	0.5%
1	16	0.5%
Other values (38)	211	6.3%

None

Value	Count	Frequency (%)
㈜	14	66.7%
·	4	19.0%
＆	2	9.5%
㈔	1	4.8%

최종수정시점
Real number (ℝ)

Distinct	2333
Distinct (%)	90.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0129362 × 10¹³

Minimum	1.9990201 × 10¹³
Maximum	2.020123 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	1.9990201 × 10¹³
5-th percentile	2.0030212 × 10¹³
Q1	2.0080522 × 10¹³
median	2.0140513 × 10¹³
Q3	2.0181103 × 10¹³
95-th percentile	2.0200814 × 10¹³
Maximum	2.020123 × 10¹³
Range	2.1102914 × 10¹¹
Interquartile range (IQR)	1.005808 × 10¹¹

Descriptive statistics

Standard deviation	6.0493607 × 10¹⁰
Coefficient of variation (CV)	0.0030052421
Kurtosis	-0.94809328
Mean	2.0129362 × 10¹³
Median Absolute Deviation (MAD)	4.9695484 × 10¹⁰
Skewness	-0.54447554
Sum	5.2094788 × 10¹⁶
Variance	3.6594764 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20060616000000	19	0.7%
20020419000000	16	0.6%
20050920000000	12	0.5%
19990201000000	11	0.4%
20030403000000	11	0.4%
20030404000000	10	0.4%
20021112000000	10	0.4%
20051110000000	10	0.4%
20030521000000	8	0.3%
20020403000000	8	0.3%
Other values (2323)	2473	95.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990201000000	11	0.4%
19990310000000	4	0.2%
19990316000000	1	< 0.1%
19990318000000	5	0.2%
19990330000000	6	0.2%
19990407000000	1	< 0.1%
19990426000000	1	< 0.1%
19990427000000	2	0.1%
19990428000000	4	0.2%
19990506000000	1	< 0.1%

Value	Count	Frequency (%)
20201230143123	1	< 0.1%
20201228183134	1	< 0.1%
20201228183116	1	< 0.1%
20201224115639	1	< 0.1%
20201224100902	1	< 0.1%
20201223163030	1	< 0.1%
20201223110700	1	< 0.1%
20201223094115	1	< 0.1%
20201223091457	1	< 0.1%
20201222103438	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

I	2021
U	567

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

Common Values

Value	Count	Frequency (%)
I	2021	78.1%
U	567	21.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	2021	78.1%
u	567	21.9%

데이터갱신일자
Date

Distinct	440
Distinct (%)	17.0%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-01-01 00:23:05

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

건물위생관리업	2559
건물위생관리업 기타	21
<NA>	8

Length

Max length	10
Median length	7
Mean length	7.0150696
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
건물위생관리업	2559	98.9%
건물위생관리업 기타	21	0.8%
<NA>	8	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건물위생관리업	2580	98.9%
기타	21	0.8%
na	8	0.3%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1932
Distinct (%)	76.7%
Missing	70
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	389113.85

Minimum	148671.32
Maximum	408081.98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	148671.32
5-th percentile	380110.72
Q1	385778.65
median	388599.34
Q3	391427.31
95-th percentile	403741.28
Maximum	408081.98
Range	259410.66
Interquartile range (IQR)	5648.6607

Descriptive statistics

Standard deviation	8026.2098
Coefficient of variation (CV)	0.020626893
Kurtosis	319.61395
Mean	389113.85
Median Absolute Deviation (MAD)	2826.3652
Skewness	-10.300727
Sum	9.7978866 × 10⁸
Variance	64420043
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
395615.201853958	13	0.5%
388310.086924943	9	0.3%
391411.212179843	9	0.3%
396180.621244719	9	0.3%
380482.767624189	9	0.3%
387927.951172724	9	0.3%
387225.613588405	8	0.3%
387869.134317928	8	0.3%
407871.508884898	8	0.3%
386351.941329364	8	0.3%
Other values (1922)	2428	93.8%
(Missing)	70	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
148671.318965183	1	< 0.1%
366944.611251751	1	< 0.1%
367503.770498841	1	< 0.1%
367753.838455399	2	0.1%
367897.480797822	1	< 0.1%
367948.46831947	1	< 0.1%
368089.614964646	1	< 0.1%
369071.601644319	1	< 0.1%
369169.330139889	1	< 0.1%
371070.269343027	1	< 0.1%

Value	Count	Frequency (%)
408081.981681661	1	< 0.1%
407919.897384557	1	< 0.1%
407871.508884898	8	0.3%
407829.802820519	1	< 0.1%
407817.876851927	1	< 0.1%
407739.046710947	3	0.1%
407709.645454165	1	< 0.1%
407703.086321502	3	0.1%
407689.600129737	1	< 0.1%
407663.199754951	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	1932
Distinct (%)	76.7%
Missing	70
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	188411.49

Minimum	174156.62
Maximum	436093.42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	174156.62
5-th percentile	179713.91
Q1	183987.07
median	187548.91
Q3	191384.89
95-th percentile	203524.77
Maximum	436093.42
Range	261936.8
Interquartile range (IQR)	7397.8198

Descriptive statistics

Standard deviation	8110.0643
Coefficient of variation (CV)	0.043044426
Kurtosis	344.95819
Mean	188411.49
Median Absolute Deviation (MAD)	3712.9372
Skewness	11.731889
Sum	4.7442013 × 10⁸
Variance	65773143
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
186406.750870936	13	0.5%
183883.854898063	9	0.3%
184052.409245407	9	0.3%
186522.35047527	9	0.3%
185582.274947583	9	0.3%
186582.791097672	9	0.3%
186408.726533861	8	0.3%
186381.28184674	8	0.3%
205389.277197702	8	0.3%
182468.78681462	8	0.3%
Other values (1922)	2428	93.8%
(Missing)	70	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
174156.617297535	1	< 0.1%
174213.492106852	2	0.1%
174368.201258807	1	< 0.1%
174569.500346208	1	< 0.1%
174587.185782495	1	< 0.1%
174665.706660618	1	< 0.1%
174676.412428464	1	< 0.1%
174685.736751117	1	< 0.1%
174835.290190736	1	< 0.1%
175120.936107909	1	< 0.1%

Value	Count	Frequency (%)
436093.419886508	1	< 0.1%
211676.684692594	1	< 0.1%
210934.754379078	1	< 0.1%
210528.52313338	1	< 0.1%
210316.862590787	1	< 0.1%
210315.278301031	1	< 0.1%
210312.176730581	1	< 0.1%
207754.636746297	1	< 0.1%
207714.152838506	1	< 0.1%
207360.485553669	1	< 0.1%

위생업태명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

건물위생관리업	2559
건물위생관리업 기타	21
<NA>	8

Length

Max length	10
Median length	7
Mean length	7.0150696
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
건물위생관리업	2559	98.9%
건물위생관리업 기타	21	0.8%
<NA>	8	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건물위생관리업	2580	98.9%
기타	21	0.8%
na	8	0.3%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	30
Distinct (%)	1.4%
Missing	423
Missing (%)	16.3%
Infinite	0
Infinite (%)	0.0%
Mean	3.7528868

Minimum	0
Maximum	51
Zeros	617
Zeros (%)	23.8%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	5
95-th percentile	14
Maximum	51
Range	51
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.5963094
Coefficient of variation (CV)	1.2247397
Kurtosis	14.596515
Mean	3.7528868
Median Absolute Deviation (MAD)	2
Skewness	2.9107916
Sum	8125
Variance	21.12606
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	617	23.8%
4	350	13.5%
3	249	9.6%
5	232	9.0%
2	229	8.8%
1	109	4.2%
6	87	3.4%
7	49	1.9%
10	40	1.5%
8	35	1.4%
Other values (20)	168	6.5%
(Missing)	423	16.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	617	23.8%
1	109	4.2%
2	229	8.8%
3	249	9.6%
4	350	13.5%
5	232	9.0%
6	87	3.4%
7	49	1.9%
8	35	1.4%
9	24	0.9%

Value	Count	Frequency (%)
51	1	< 0.1%
49	1	< 0.1%
32	1	< 0.1%
28	3	0.1%
27	2	0.1%
25	4	0.2%
24	3	0.1%
22	4	0.2%
21	4	0.2%
20	23	0.9%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.4%
Missing	581
Missing (%)	22.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.6118585

Minimum	0
Maximum	8
Zeros	1144
Zeros (%)	44.2%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9625691
Coefficient of variation (CV)	1.5731891
Kurtosis	9.5890545
Mean	0.6118585
Median Absolute Deviation (MAD)	0
Skewness	2.6535243
Sum	1228
Variance	0.92653927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	1144	44.2%
1	680	26.3%
2	92	3.6%
3	40	1.5%
5	22	0.9%
4	21	0.8%
6	7	0.3%
8	1	< 0.1%
(Missing)	581	22.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1144	44.2%
1	680	26.3%
2	92	3.6%
3	40	1.5%
4	21	0.8%
5	22	0.9%
6	7	0.3%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
6	7	0.3%
5	22	0.9%
4	21	0.8%
3	40	1.5%
2	92	3.6%
1	680	26.3%
0	1144	44.2%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	25
Distinct (%)	1.3%
Missing	674
Missing (%)	26.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6452456

Minimum	0
Maximum	48
Zeros	352
Zeros (%)	13.6%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	9
Maximum	48
Range	48
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.2413076
Coefficient of variation (CV)	1.2253334
Kurtosis	28.667829
Mean	2.6452456
Median Absolute Deviation (MAD)	1
Skewness	3.8817024
Sum	5063
Variance	10.506075
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2	455	17.6%
1	417	16.1%
0	352	13.6%
3	279	10.8%
4	146	5.6%
5	70	2.7%
6	44	1.7%
7	35	1.4%
9	19	0.7%
8	19	0.7%
Other values (15)	78	3.0%
(Missing)	674	26.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	352	13.6%
1	417	16.1%
2	455	17.6%
3	279	10.8%
4	146	5.6%
5	70	2.7%
6	44	1.7%
7	35	1.4%
8	19	0.7%
9	19	0.7%

Value	Count	Frequency (%)
48	1	< 0.1%
24	2	0.1%
23	2	0.1%
22	1	< 0.1%
21	1	< 0.1%
20	4	0.2%
18	1	< 0.1%
17	3	0.1%
16	6	0.2%
15	8	0.3%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	24
Distinct (%)	1.5%
Missing	936
Missing (%)	36.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.5266344

Minimum	0
Maximum	48
Zeros	344
Zeros (%)	13.3%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	8
Maximum	48
Range	48
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.2426433
Coefficient of variation (CV)	1.2833844
Kurtosis	32.170578
Mean	2.5266344
Median Absolute Deviation (MAD)	1
Skewness	4.1343839
Sum	4174
Variance	10.514735
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
2	381	14.7%
1	362	14.0%
0	344	13.3%
3	232	9.0%
4	126	4.9%
5	49	1.9%
6	41	1.6%
7	29	1.1%
8	12	0.5%
10	10	0.4%
Other values (14)	66	2.6%
(Missing)	936	36.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	344	13.3%
1	362	14.0%
2	381	14.7%
3	232	9.0%
4	126	4.9%
5	49	1.9%
6	41	1.6%
7	29	1.1%
8	12	0.5%
9	10	0.4%

Value	Count	Frequency (%)
48	1	< 0.1%
24	2	0.1%
23	1	< 0.1%
21	1	< 0.1%
20	5	0.2%
18	1	< 0.1%
17	3	0.1%
16	5	0.2%
15	6	0.2%
14	9	0.3%

사용시작지하층
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.5%
Missing	1384
Missing (%)	53.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.15614618

Minimum	0
Maximum	5
Zeros	1031
Zeros (%)	39.8%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.42240309
Coefficient of variation (CV)	2.7051772
Kurtosis	27.747593
Mean	0.15614618
Median Absolute Deviation (MAD)	0
Skewness	4.0309878
Sum	188
Variance	0.17842437
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	1031	39.8%
1	166	6.4%
2	3	0.1%
4	2	0.1%
3	1	< 0.1%
5	1	< 0.1%
(Missing)	1384	53.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1031	39.8%
1	166	6.4%
2	3	0.1%
3	1	< 0.1%
4	2	0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	2	0.1%
3	1	< 0.1%
2	3	0.1%
1	166	6.4%
0	1031	39.8%

사용끝지하층
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.7%
Missing	1561
Missing (%)	60.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.17721519

Minimum	0
Maximum	10
Zeros	870
Zeros (%)	33.6%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.53507285
Coefficient of variation (CV)	3.0193397
Kurtosis	120.35795
Mean	0.17721519
Median Absolute Deviation (MAD)	0
Skewness	8.0838662
Sum	182
Variance	0.28630296
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	870	33.6%
1	147	5.7%
2	5	0.2%
3	2	0.1%
4	1	< 0.1%
5	1	< 0.1%
10	1	< 0.1%
(Missing)	1561	60.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	870	33.6%
1	147	5.7%
2	5	0.2%
3	2	0.1%
4	1	< 0.1%
5	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
5	1	< 0.1%
4	1	< 0.1%
3	2	0.1%
2	5	0.2%
1	147	5.7%
0	870	33.6%

한실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

0	1715
<NA>	872
1	1

Length

Max length	4
Median length	1
Mean length	2.0108192
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1715	66.3%
<NA>	872	33.7%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1715	66.3%
na	872	33.7%
1	1	< 0.1%

양실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

0	1715
<NA>	872
29	1

Length

Max length	4
Median length	1
Mean length	2.0112056
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1715	66.3%
<NA>	872	33.7%
29	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1715	66.3%
na	872	33.7%
29	1	< 0.1%

욕실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

0	1716
<NA>	872

Length

Max length	4
Median length	1
Mean length	2.0108192
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1716	66.3%
<NA>	872	33.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1716	66.3%
na	872	33.7%

발한실여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	72
Missing (%)	2.8%
Memory size	5.2 KiB

False	2515
True	1
(Missing)	72

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2515	97.2%
True	1	< 0.1%
(Missing)	72	2.8%

의자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

0	1715
<NA>	870
9	2
1	1

Length

Max length	4
Median length	1
Mean length	2.0085008
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1715	66.3%
<NA>	870	33.6%
9	2	0.1%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1715	66.3%
na	870	33.6%
9	2	0.1%
1	1	< 0.1%

조건부허가신고사유
Text

MISSING

Distinct	5
Distinct (%)	83.3%
Missing	2582
Missing (%)	99.8%
Memory size	20.3 KiB

Length

Max length	52
Median length	15.5
Mean length	16.333333
Min length	4

Characters and Unicode

Total characters	98
Distinct characters	53
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	4 ?
Unique (%)	66.7%

Sample

1st row	계약기간연장
2nd row	가설건축물
3rd row	공중위생관리법시행령 제3조제1호의 규정에 의한 건축물규모 이하의 건축물을 청소하는 경우에 한함
4th row	계약기간연장
5th row	산학협력

Value	Count	Frequency (%)
계약기간연장	2	11.8%
가설건축물	1	5.9%
공중위생관리법시행령	1	5.9%
제3조제1호의	1	5.9%
규정에	1	5.9%
의한	1	5.9%
건축물규모	1	5.9%
이하의	1	5.9%
건축물을	1	5.9%
청소하는	1	5.9%
Other values (6)	6	35.3%

Most occurring characters

Value	Count	Frequency (%)
	11	11.2%
0	6	6.1%
3	4	4.1%
건	3	3.1%
의	3	3.1%
물	3	3.1%
축	3	3.1%
제	3	3.1%
가	3	3.1%
2	3	3.1%
Other values (43)	56	57.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	68	69.4%
Decimal Number	15	15.3%
Space Separator	11	11.2%
Other Punctuation	2	2.0%
Open Punctuation	1	1.0%
Close Punctuation	1	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
건	3	4.4%
의	3	4.4%
물	3	4.4%
축	3	4.4%
제	3	4.4%
가	3	4.4%
한	2	2.9%
하	2	2.9%
에	2	2.9%
규	2	2.9%
Other values (34)	42	61.8%

Decimal Number

Value	Count	Frequency (%)
0	6	40.0%
3	4	26.7%
2	3	20.0%
8	1	6.7%
1	1	6.7%

Space Separator

Value	Count	Frequency (%)
	11	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	68	69.4%
Common	30	30.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
건	3	4.4%
의	3	4.4%
물	3	4.4%
축	3	4.4%
제	3	4.4%
가	3	4.4%
한	2	2.9%
하	2	2.9%
에	2	2.9%
규	2	2.9%
Other values (34)	42	61.8%

Common

Value	Count	Frequency (%)
	11	36.7%
0	6	20.0%
3	4	13.3%
2	3	10.0%
.	2	6.7%
(	1	3.3%
8	1	3.3%
1	1	3.3%
)	1	3.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	68	69.4%
ASCII	30	30.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	11	36.7%
0	6	20.0%
3	4	13.3%
2	3	10.0%
.	2	6.7%
(	1	3.3%
8	1	3.3%
1	1	3.3%
)	1	3.3%

Hangul

Value	Count	Frequency (%)
건	3	4.4%
의	3	4.4%
물	3	4.4%
축	3	4.4%
제	3	4.4%
가	3	4.4%
한	2	2.9%
하	2	2.9%
에	2	2.9%
규	2	2.9%
Other values (34)	42	61.8%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

<NA>	2582
20140301	2
20140212	1
20060825	1
20060106	1

Length

Max length	8
Median length	4
Mean length	4.0092736
Min length	4

Unique

Unique	4 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2582	99.8%
20140301	2	0.1%
20140212	1	< 0.1%
20060825	1	< 0.1%
20060106	1	< 0.1%
20100210	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2582	99.8%
20140301	2	0.1%
20140212	1	< 0.1%
20060825	1	< 0.1%
20060106	1	< 0.1%
20100210	1	< 0.1%

조건부허가종료일자
Real number (ℝ)

MISSING

Distinct	6
Distinct (%)	85.7%
Missing	2581
Missing (%)	99.7%
Infinite	0
Infinite (%)	0.0%
Mean	20126313

Minimum	20061231
Maximum	20200415
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	20061231
5-th percentile	20067109
Q1	20100477
median	20140430
Q3	20140580
95-th percentile	20182510
Maximum	20200415
Range	139184
Interquartile range (IQR)	40103

Descriptive statistics

Standard deviation	45535.116
Coefficient of variation (CV)	0.0022624669
Kurtosis	0.29865416
Mean	20126313
Median Absolute Deviation (MAD)	20300
Skewness	0.1124485
Sum	1.4088419 × 10⁸
Variance	2.0734468 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
20140430	2	0.1%
20140730	1	< 0.1%
20080824	1	< 0.1%
20200415	1	< 0.1%
20061231	1	< 0.1%
20120130	1	< 0.1%
(Missing)	2581	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20061231	1	< 0.1%
20080824	1	< 0.1%
20120130	1	< 0.1%
20140430	2	0.1%
20140730	1	< 0.1%
20200415	1	< 0.1%

Value	Count	Frequency (%)
20200415	1	< 0.1%
20140730	1	< 0.1%
20140430	2	0.1%
20120130	1	< 0.1%
20080824	1	< 0.1%
20061231	1	< 0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

<NA>	1716
임대	831
자가	41

Length

Max length	4
Median length	4
Mean length	3.3261206
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1716	66.3%
임대	831	32.1%
자가	41	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1716	66.3%
임대	831	32.1%
자가	41	1.6%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

0	1539
<NA>	1049

Length

Max length	4
Median length	1
Mean length	2.2159969
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1539	59.5%
<NA>	1049	40.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1539	59.5%
na	1049	40.5%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	19
Distinct (%)	3.9%
Missing	2102
Missing (%)	81.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.3148148

Minimum	0
Maximum	340
Zeros	424
Zeros (%)	16.4%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3.75
Maximum	340
Range	340
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	18.421124
Coefficient of variation (CV)	7.9579255
Kurtosis	239.91025
Mean	2.3148148
Median Absolute Deviation (MAD)	0
Skewness	14.169297
Sum	1125
Variance	339.3378
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	424	16.4%
1	22	0.9%
2	11	0.4%
95	4	0.2%
5	4	0.2%
3	4	0.2%
20	2	0.1%
10	2	0.1%
8	2	0.1%
9	2	0.1%
Other values (9)	9	0.3%
(Missing)	2102	81.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	424	16.4%
1	22	0.9%
2	11	0.4%
3	4	0.2%
4	1	< 0.1%
5	4	0.2%
7	1	< 0.1%
8	2	0.1%
9	2	0.1%
10	2	0.1%

Value	Count	Frequency (%)
340	1	< 0.1%
102	1	< 0.1%
95	4	0.2%
40	1	< 0.1%
30	1	< 0.1%
26	1	< 0.1%
20	2	0.1%
15	1	< 0.1%
11	1	< 0.1%
10	2	0.1%

남성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	4.9%
Missing	2057
Missing (%)	79.5%
Infinite	0
Infinite (%)	0.0%
Mean	4.5480226

Minimum	0
Maximum	560
Zeros	358
Zeros (%)	13.8%
Negative	0
Negative (%)	0.0%
Memory size	22.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1.5
95-th percentile	8
Maximum	560
Range	560
Interquartile range (IQR)	1.5

Descriptive statistics

Standard deviation	30.232481
Coefficient of variation (CV)	6.6473901
Kurtosis	224.32433
Mean	4.5480226
Median Absolute Deviation (MAD)	0
Skewness	13.521174
Sum	2415
Variance	914.00288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	358	13.8%
2	44	1.7%
1	40	1.5%
3	25	1.0%
4	17	0.7%
5	15	0.6%
8	7	0.3%
183	4	0.2%
30	2	0.1%
7	2	0.1%
Other values (16)	17	0.7%
(Missing)	2057	79.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	358	13.8%
1	40	1.5%
2	44	1.7%
3	25	1.0%
4	17	0.7%
5	15	0.6%
6	2	0.1%
7	2	0.1%
8	7	0.3%
9	1	< 0.1%

Value	Count	Frequency (%)
560	1	< 0.1%
183	4	0.2%
101	1	< 0.1%
100	1	< 0.1%
97	1	< 0.1%
76	1	< 0.1%
51	1	< 0.1%
48	1	< 0.1%
36	1	< 0.1%
34	1	< 0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

0	1399
<NA>	1189

Length

Max length	4
Median length	1
Mean length	2.3782844
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1399	54.1%
<NA>	1189	45.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1399	54.1%
na	1189	45.9%

침대수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.3 KiB

0	1338
<NA>	1250

Length

Max length	4
Median length	1
Mean length	2.4489954
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1338	51.7%
<NA>	1250	48.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1338	51.7%
na	1250	48.3%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

False	2587
True	1

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2587	> 99.9%
True	1	< 0.1%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2588
Missing (%)	100.0%
Memory size	22.9 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	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부	Unnamed: 50
0	1	건물위생관리업	09_30_04_P	3260000	3260000-206-2011-00003	20111219	<NA>	3	폐업	2	폐업	20181114	<NA>	<NA>	<NA>	02 4647058	.00	400410	인천광역시 중구 덕교동 128-76번지	인천광역시 중구 마시란로 51-33 (덕교동)	22385	(주)성수인력	20181114111110	I	2018-11-16 02:37:41.0	건물위생관리업	148671.318965	436093.419887	건물위생관리업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1	2	건물위생관리업	09_30_04_P	3380000	3380000-206-2019-00001	20190103	<NA>	3	폐업	2	폐업	20201008	<NA>	<NA>	<NA>	<NA>	33.60	613801	부산광역시 수영구 광안동 100-10	부산광역시 수영구 무학로9번길 46, 1층 (광안동)	48269	청소협동조합 청소하는사람들 부산경남본점	20201008134352	U	2020-10-10 02:40:00.0	건물위생관리업	392665.857369	186997.207472	건물위생관리업	2	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N	<NA>
2	3	건물위생관리업	09_30_04_P	3320000	3320000-206-2005-00002	20051103	<NA>	3	폐업	2	폐업	20060918	<NA>	<NA>	<NA>	051 3410086	91.30	616819	부산광역시 북구 덕천동 388-1번지 대방상가 304호	<NA>	<NA>	(주)천우이엔지	20060629000000	I	2018-08-31 23:59:59.0	건물위생관리업	383443.264424	192181.296405	건물위생관리업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
3	4	건물위생관리업	09_30_04_P	3320000	3320000-206-2013-00002	20130904	<NA>	3	폐업	2	폐업	20171116	<NA>	<NA>	<NA>	051 342 8377	46.29	616809	부산광역시 북구 구포동 1256-15번지	부산광역시 북구 시랑로118번길 56 (구포동)	46643	신흥	20171124142705	I	2018-08-31 23:59:59.0	건물위생관리업	382931.486707	190108.209442	건물위생관리업	3	1	0	0	1	1	0	0	0	N	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N	<NA>
4	5	건물위생관리업	09_30_04_P	3320000	3320000-206-2011-00008	20110726	<NA>	3	폐업	2	폐업	20161129	<NA>	<NA>	<NA>	051 467 8313	13.80	616815	부산광역시 북구 덕천동 128-3번지 벽산아파트 상가동 101호	부산광역시 북구 만덕3로16번길 45, 상가동 101호 (덕천동, 벽산아파트)	46572	신항엘엠에스(주)	20130902145708	I	2018-08-31 23:59:59.0	건물위생관리업	384149.846541	192152.635373	건물위생관리업	6	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<NA>
5	6	건물위생관리업	09_30_04_P	3320000	3320000-206-2013-00001	20130530	<NA>	3	폐업	2	폐업	20151104	<NA>	<NA>	<NA>	051 343 0110	28.05	616827	부산광역시 북구 만덕동 835-7번지	부산광역시 북구 덕천로276번길 28 (만덕동)	46611	좋은크린용역	20130530103430	I	2018-08-31 23:59:59.0	건물위생관리업	385138.67522	191793.713154	건물위생관리업	2	1	1	1	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<NA>
6	7	건물위생관리업	09_30_04_P	3320000	3320000-206-2012-00004	20120525	<NA>	3	폐업	2	폐업	20141006	<NA>	<NA>	<NA>	051 342 2112	32.18	616820	부산광역시 북구 덕천동 417-28번지	부산광역시 북구 만덕대로40번길 33 (덕천동)	46578	(주)대한안전공사	20130418094931	I	2018-08-31 23:59:59.0	건물위생관리업	382968.706137	191893.259359	건물위생관리업	0	0	0	0	1	1	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
7	8	건물위생관리업	09_30_04_P	3320000	3320000-206-2012-00005	20120601	<NA>	3	폐업	2	폐업	20150324	<NA>	<NA>	<NA>	070 76450552	<NA>	616801	부산광역시 북구 구포동 1060-313번지	부산광역시 북구 구포만세길 28-1, 1층 (구포동)	46502	킹스환경개발	20120618100433	I	2018-08-31 23:59:59.0	건물위생관리업	381624.584142	191221.308437	건물위생관리업	1	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
8	9	건물위생관리업	09_30_04_P	3320000	3320000-206-2000-00003	20000706	<NA>	3	폐업	2	폐업	20161130	<NA>	<NA>	<NA>	051 4678312	83.14	616826	부산광역시 북구 만덕동 296번지 신만덕상가 3층	부산광역시 북구 만덕2로 13 (만덕동, 신만덕상가 3층)	46607	세호종합관리(주)	20130717140653	I	2018-08-31 23:59:59.0	건물위생관리업	385432.214042	192215.717721	건물위생관리업	0	0	3	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<NA>
9	10	건물위생관리업	09_30_04_P	3320000	3320000-206-2011-00003	20110517	<NA>	3	폐업	2	폐업	20140311	<NA>	<NA>	<NA>	051 334 8282	20.00	616807	부산광역시 북구 구포동 1084-3번지 협진태양프라자 상가동 128호	부산광역시 북구 백양대로 1029, 상가동 128호 (구포동, 협진태양프라자 )	<NA>	고성환경	20140224150546	I	2018-08-31 23:59:59.0	건물위생관리업	381617.539583	190548.761317	건물위생관리업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<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	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부	Unnamed: 50
2578	2579	건물위생관리업	09_30_04_P	3260000	3260000-206-2010-00002	20100511	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 257 0421	102.86	602091	부산광역시 서구 서대신동1가 50-7번지	부산광역시 서구 부용로 15-1 (서대신동1가)	49235	주)영인종합관리	20111223172430	I	2018-08-31 23:59:59.0	건물위생관리업 기타	383858.366929	180676.741592	건물위생관리업 기타	4	1	2	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
2579	2580	건물위생관리업	09_30_04_P	3260000	3260000-206-2010-00001	20100113	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 256 0089	176.33	602826	부산광역시 서구 서대신동3가 448번지	부산광역시 서구 구덕로327번길 61 (서대신동3가)	49225	주식회사 에이스	20111223171637	I	2018-08-31 23:59:59.0	건물위생관리업	383476.002945	181039.869631	건물위생관리업	4	<NA>	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
2580	2581	건물위생관리업	09_30_04_P	3260000	3260000-206-2015-00002	20151006	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 231 0980	66.00	602819	부산광역시 서구 서대신동2가 253-4번지	부산광역시 서구 구덕로305번길 56-2 (서대신동2가)	49227	주식회사 블루환경	20180713150419	I	2018-08-31 23:59:59.0	건물위생관리업	383581.224313	180885.702122	건물위생관리업	4	0	1	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N	<NA>
2581	2582	건물위생관리업	09_30_04_P	3360000	3360000-206-2017-00005	20170607	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 305 2727	15.20	618200	부산광역시 강서구 명지동 3440-5번지	부산광역시 강서구 명지국제8로 290, 디엔씨빌딩 4층 403호 (명지동)	46726	(주)부성디엠씨	20180614154426	I	2018-08-31 23:59:59.0	건물위생관리업	375397.641234	179270.21797	건물위생관리업	3	0	1	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
2582	2583	건물위생관리업	09_30_04_P	3360000	3360000-206-2010-00001	20100104	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 941 9196	175.85	618210	부산광역시 강서구 녹산동 1325-2번지 1층	부산광역시 강서구 화전산단4로7번길 15, 1층 (녹산동)	46735	(주)마스터크린시스템	20180425114932	I	2018-08-31 23:59:59.0	건물위생관리업	371215.463308	180776.464266	건물위생관리업	2	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
2583	2584	건물위생관리업	09_30_04_P	3360000	3360000-206-2011-00001	20110124	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 851 8812	5.80	618803	부산광역시 강서구 대저1동 2411-1번지	부산광역시 강서구 대저로299번길 42, 2층 (대저1동)	46702	대희산업개발(주)	20180315134935	I	2018-08-31 23:59:59.0	건물위생관리업	380675.494845	192241.280326	건물위생관리업	2	0	2	2	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N	<NA>
2584	2585	건물위생관리업	09_30_04_P	3360000	3360000-206-2010-00003	20101026	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051505 6541	22.34	618350	부산광역시 강서구 봉림동 738-1254 1층 일부	부산광역시 강서구 가락대로 1132-1, 1층 일부호 (봉림동)	46709	(주)한성종합관리	20200918101922	U	2020-09-20 02:40:00.0	건물위생관리업	372775.724086	186909.681755	건물위생관리업	1	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N	<NA>
2585	2586	건물위생관리업	09_30_04_P	3360000	3360000-206-2017-00004	20171121	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 959 4511	.00	618803	부산광역시 강서구 대저1동 2726번지	부산광역시 강서구 체육공원로52번길 79 (대저1동)	46703	(사)한국장애인자립협회	20171121153653	I	2018-08-31 23:59:59.0	건물위생관리업	380119.062155	191692.440168	건물위생관리업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
2586	2587	건물위생관리업	09_30_04_P	3360000	3360000-206-2013-00001	20130204	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 971 1663	54.00	618807	부산광역시 강서구 대저2동 2440-3번지	부산광역시 강서구 공항앞길221번길 56 (대저2동)	46720	(주)이레환경	20170814143318	I	2018-08-31 23:59:59.0	건물위생관리업	377875.274835	187827.464522	건물위생관리업	0	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	Y	<NA>
2587	2588	건물위생관리업	09_30_04_P	3360000	3360000-206-2008-00001	20080131	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 971 5534	52.00	618803	부산광역시 강서구 대저1동 3052-7번지	부산광역시 강서구 경전철로188번길 138 (대저1동)	46703	(주)한일이티엘	20170925124740	I	2018-08-31 23:59:59.0	건물위생관리업	379122.254409	190794.005971	건물위생관리업	1	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<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

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

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter