gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	2601
Missing cells	31426
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	2021-03-01
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 (53.2%)	Imbalance
`조건부허가시작일자` is highly imbalanced (98.9%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.5%)	Imbalance
`인허가취소일자` has 2601 (100.0%) missing values	Missing
`폐업일자` has 945 (36.3%) missing values	Missing
`휴업시작일자` has 2601 (100.0%) missing values	Missing
`휴업종료일자` has 2601 (100.0%) missing values	Missing
`재개업일자` has 2601 (100.0%) missing values	Missing
`소재지전화` has 617 (23.7%) missing values	Missing
`소재지우편번호` has 34 (1.3%) missing values	Missing
`도로명전체주소` has 783 (30.1%) missing values	Missing
`도로명우편번호` has 827 (31.8%) missing values	Missing
`좌표정보(x)` has 70 (2.7%) missing values	Missing
`좌표정보(y)` has 70 (2.7%) missing values	Missing
`건물지상층수` has 430 (16.5%) missing values	Missing
`건물지하층수` has 588 (22.6%) missing values	Missing
`사용시작지상층` has 681 (26.2%) missing values	Missing
`사용끝지상층` has 942 (36.2%) missing values	Missing
`사용시작지하층` has 1391 (53.5%) missing values	Missing
`사용끝지하층` has 1567 (60.2%) missing values	Missing
`발한실여부` has 72 (2.8%) missing values	Missing
`조건부허가신고사유` has 2595 (99.8%) missing values	Missing
`조건부허가종료일자` has 2594 (99.7%) missing values	Missing
`여성종사자수` has 2111 (81.2%) missing values	Missing
`남성종사자수` has 2066 (79.4%) missing values	Missing
`Unnamed: 50` has 2601 (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 619 (23.8%) zeros	Zeros
`건물지하층수` has 1147 (44.1%) zeros	Zeros
`사용시작지상층` has 352 (13.5%) zeros	Zeros
`사용끝지상층` has 345 (13.3%) zeros	Zeros
`사용시작지하층` has 1037 (39.9%) zeros	Zeros
`사용끝지하층` has 877 (33.7%) zeros	Zeros
`여성종사자수` has 428 (16.5%) zeros	Zeros
`남성종사자수` has 361 (13.9%) zeros	Zeros

Reproduction

Analysis started	2024-04-20 15:07:35.388446
Analysis finished	2024-04-20 15:07:37.850542
Duration	2.46 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	2601
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1301

Minimum	1
Maximum	2601
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	131
Q1	651
median	1301
Q3	1951
95-th percentile	2471
Maximum	2601
Range	2600
Interquartile range (IQR)	1300

Descriptive statistics

Standard deviation	750.98835
Coefficient of variation (CV)	0.57723931
Kurtosis	-1.2
Mean	1301
Median Absolute Deviation (MAD)	650
Skewness	0
Sum	3383901
Variance	563983.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
1748	1	< 0.1%
1730	1	< 0.1%
1731	1	< 0.1%
1732	1	< 0.1%
1733	1	< 0.1%
1734	1	< 0.1%
1735	1	< 0.1%
1736	1	< 0.1%
1737	1	< 0.1%
Other values (2591)	2591	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 (%)
2601	1	< 0.1%
2600	1	< 0.1%
2599	1	< 0.1%
2598	1	< 0.1%
2597	1	< 0.1%
2596	1	< 0.1%
2595	1	< 0.1%
2594	1	< 0.1%
2593	1	< 0.1%
2592	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

건물위생관리업	2601

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	2601	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건물위생관리업	2601	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

09_30_04_P	2601

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	2601	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
09_30_04_p	2601	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3325232.6

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 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	44513.111
Coefficient of variation (CV)	0.013386465
Kurtosis	-1.1227266
Mean	3325232.6
Median Absolute Deviation (MAD)	30000
Skewness	0.20684281
Sum	8.64893 × 10⁹
Variance	1.981417 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	355	13.6%
3300000	294	11.3%
3270000	238	9.2%
3400000	226	8.7%
3330000	203	7.8%
3370000	198	7.6%
3310000	161	6.2%
3350000	150	5.8%
3380000	138	5.3%
3320000	132	5.1%
Other values (6)	506	19.5%

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	355	13.6%
3300000	294	11.3%
3310000	161	6.2%
3320000	132	5.1%
3330000	203	7.8%
3340000	120	4.6%

Value	Count	Frequency (%)
3400000	226	8.7%
3390000	130	5.0%
3380000	138	5.3%
3370000	198	7.6%
3360000	52	2.0%
3350000	150	5.8%
3340000	120	4.6%
3330000	203	7.8%
3320000	132	5.1%
3310000	161	6.2%

관리번호
Text

UNIQUE

Distinct	2601
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

Length

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

Characters and Unicode

Total characters	57222
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	2601 ?
Unique (%)	100.0%

Sample

1st row	3350000-206-2021-00001
2nd row	3260000-206-2011-00003
3rd row	3380000-206-2019-00001
4th row	3320000-206-2005-00002
5th row	3320000-206-2013-00002

Value	Count	Frequency (%)
3350000-206-2021-00001	1	< 0.1%
3400000-206-2008-00001	1	< 0.1%
3320000-206-2014-00006	1	< 0.1%
3320000-206-2011-00009	1	< 0.1%
3320000-206-2015-00003	1	< 0.1%
3320000-206-2013-00005	1	< 0.1%
3320000-206-2016-00003	1	< 0.1%
3320000-206-2005-00001	1	< 0.1%
3320000-206-2011-00007	1	< 0.1%
3320000-206-2014-00001	1	< 0.1%
Other values (2591)	2591	99.6%

Most occurring characters

Value	Count	Frequency (%)
0	26561	46.4%
-	7803	13.6%
2	6679	11.7%
3	5094	8.9%
6	3256	5.7%
1	2812	4.9%
9	1503	2.6%
4	998	1.7%
7	984	1.7%
5	806	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49419	86.4%
Dash Punctuation	7803	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	26561	53.7%
2	6679	13.5%
3	5094	10.3%
6	3256	6.6%
1	2812	5.7%
9	1503	3.0%
4	998	2.0%
7	984	2.0%
5	806	1.6%
8	726	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	7803	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	57222	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	26561	46.4%
-	7803	13.6%
2	6679	11.7%
3	5094	8.9%
6	3256	5.7%
1	2812	4.9%
9	1503	2.6%
4	998	1.7%
7	984	1.7%
5	806	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	57222	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	26561	46.4%
-	7803	13.6%
2	6679	11.7%
3	5094	8.9%
6	3256	5.7%
1	2812	4.9%
9	1503	2.6%
4	998	1.7%
7	984	1.7%
5	806	1.4%

인허가일자
Real number (ℝ)

Distinct	1945
Distinct (%)	74.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20087305

Minimum	19870507
Maximum	20210126
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	19870507
5-th percentile	19960620
Q1	20040820
median	20091021
Q3	20140715
95-th percentile	20190920
Maximum	20210126
Range	339619
Interquartile range (IQR)	99895

Descriptive statistics

Standard deviation	71418.1
Coefficient of variation (CV)	0.0035553849
Kurtosis	-0.11605489
Mean	20087305
Median Absolute Deviation (MAD)	49989
Skewness	-0.5012069
Sum	5.224708 × 10¹⁰
Variance	5.100545 × 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%
20140327	5	0.2%
20110726	5	0.2%
20140219	5	0.2%
20070614	5	0.2%
20000706	5	0.2%
20101217	5	0.2%
20020403	5	0.2%
Other values (1935)	2548	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 (%)
20210126	1	< 0.1%
20210118	1	< 0.1%
20210112	1	< 0.1%
20210111	1	< 0.1%
20210108	1	< 0.1%
20210106	2	0.1%
20210105	1	< 0.1%
20210104	4	0.2%
20201230	1	< 0.1%
20201221	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2601
Missing (%)	100.0%
Memory size	23.0 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

3	1656
1	945

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	1656	63.7%
1	945	36.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1656	63.7%
1	945	36.3%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

폐업	1656
영업/정상	945

Length

Max length	5
Median length	2
Mean length	3.0899654
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	1656	63.7%
영업/정상	945	36.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1656	63.7%
영업/정상	945	36.3%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

2	1656
1	945

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	1656	63.7%
1	945	36.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1656	63.7%
1	945	36.3%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

폐업	1656
영업	945

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	1656	63.7%
영업	945	36.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1656	63.7%
영업	945	36.3%

폐업일자
Real number (ℝ)

MISSING

Distinct	1211
Distinct (%)	73.1%
Missing	945
Missing (%)	36.3%
Infinite	0
Infinite (%)	0.0%
Mean	20115811

Minimum	19880329
Maximum	20210126
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	19880329
5-th percentile	20020822
Q1	20070128
median	20120926
Q3	20170308
95-th percentile	20200325
Maximum	20210126
Range	329797
Interquartile range (IQR)	100179.5

Descriptive statistics

Standard deviation	59603.478
Coefficient of variation (CV)	0.0029630164
Kurtosis	-0.4674801
Mean	20115811
Median Absolute Deviation (MAD)	49998.5
Skewness	-0.4589974
Sum	3.3311784 × 10¹⁰
Variance	3.5525746 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20180525	23	0.9%
20200428	15	0.6%
20110217	10	0.4%
20030227	10	0.4%
20180808	9	0.3%
20170831	8	0.3%
20041213	8	0.3%
20031124	8	0.3%
20031114	7	0.3%
20090318	7	0.3%
Other values (1201)	1551	59.6%
(Missing)	945	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 (%)
20210126	1	< 0.1%
20210122	2	0.1%
20210112	1	< 0.1%
20210111	1	< 0.1%
20210105	1	< 0.1%
20201230	1	< 0.1%
20201228	2	0.1%
20201223	1	< 0.1%
20201221	1	< 0.1%
20201218	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2601
Missing (%)	100.0%
Memory size	23.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2601
Missing (%)	100.0%
Memory size	23.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2601
Missing (%)	100.0%
Memory size	23.0 KiB

소재지전화
Text

MISSING

Distinct	1726
Distinct (%)	87.0%
Missing	617
Missing (%)	23.7%
Memory size	20.4 KiB

Length

Max length	12
Median length	11
Mean length	11.205141
Min length	3

Characters and Unicode

Total characters	22231
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	1535 ?
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	1760	37.2%
727	58	1.2%
070	55	1.2%
728	17	0.4%
724	15	0.3%
502	13	0.3%
722	12	0.3%
557	12	0.3%
465	11	0.2%
342	11	0.2%
Other values (1926)	2764	58.5%

Most occurring characters

Value	Count	Frequency (%)
5	3479	15.6%
0	3396	15.3%
1	3251	14.6%
	2761	12.4%
2	1583	7.1%
7	1533	6.9%
6	1389	6.2%
4	1369	6.2%
3	1315	5.9%
8	1242	5.6%
Other values (2)	913	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19469	87.6%
Space Separator	2761	12.4%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	3479	17.9%
0	3396	17.4%
1	3251	16.7%
2	1583	8.1%
7	1533	7.9%
6	1389	7.1%
4	1369	7.0%
3	1315	6.8%
8	1242	6.4%
9	912	4.7%

Space Separator

Value	Count	Frequency (%)
	2761	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22231	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	3479	15.6%
0	3396	15.3%
1	3251	14.6%
	2761	12.4%
2	1583	7.1%
7	1533	6.9%
6	1389	6.2%
4	1369	6.2%
3	1315	5.9%
8	1242	5.6%
Other values (2)	913	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22231	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	3479	15.6%
0	3396	15.3%
1	3251	14.6%
	2761	12.4%
2	1583	7.1%
7	1533	6.9%
6	1389	6.2%
4	1369	6.2%
3	1315	5.9%
8	1242	5.6%
Other values (2)	913	4.1%

소재지면적
Text

Distinct	1541
Distinct (%)	59.8%
Missing	24
Missing (%)	0.9%
Memory size	20.4 KiB

Length

Max length	9
Median length	5
Mean length	4.8676756
Min length	3

Characters and Unicode

Total characters	12544
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	1245 ?
Unique (%)	48.3%

Sample

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

Value	Count	Frequency (%)
00	346	13.4%
33.00	37	1.4%
66.00	21	0.8%
40.00	15	0.6%
30.00	13	0.5%
49.50	12	0.5%
36.00	12	0.5%
12.00	11	0.4%
99.00	11	0.4%
27.00	10	0.4%
Other values (1531)	2089	81.1%

Most occurring characters

Value	Count	Frequency (%)
0	2717	21.7%
.	2577	20.5%
1	1071	8.5%
2	989	7.9%
5	869	6.9%
3	851	6.8%
6	804	6.4%
4	778	6.2%
8	698	5.6%
7	596	4.8%
Other values (2)	594	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9962	79.4%
Other Punctuation	2582	20.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2717	27.3%
1	1071	10.8%
2	989	9.9%
5	869	8.7%
3	851	8.5%
6	804	8.1%
4	778	7.8%
8	698	7.0%
7	596	6.0%
9	589	5.9%

Other Punctuation

Value	Count	Frequency (%)
.	2577	99.8%
,	5	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	12544	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2717	21.7%
.	2577	20.5%
1	1071	8.5%
2	989	7.9%
5	869	6.9%
3	851	6.8%
6	804	6.4%
4	778	6.2%
8	698	5.6%
7	596	4.8%
Other values (2)	594	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12544	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2717	21.7%
.	2577	20.5%
1	1071	8.5%
2	989	7.9%
5	869	6.9%
3	851	6.8%
6	804	6.4%
4	778	6.2%
8	698	5.6%
7	596	4.8%
Other values (2)	594	4.7%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	604
Distinct (%)	23.5%
Missing	34
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	610888.62

Minimum	400410
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	400410
5-th percentile	601807
Q1	607810.5
median	611823
Q3	614854
95-th percentile	619912
Maximum	619953
Range	219543
Interquartile range (IQR)	7043.5

Descriptive statistics

Standard deviation	7031.4036
Coefficient of variation (CV)	0.011510124
Kurtosis	311.51103
Mean	610888.62
Median Absolute Deviation (MAD)	3992
Skewness	-10.57649
Sum	1.5681511 × 10⁹
Variance	49440637
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%
619953	26	1.0%
614844	26	1.0%
601838	25	1.0%
614865	23	0.9%
607804	21	0.8%
Other values (594)	2256	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	2398
Distinct (%)	92.7%
Missing	14
Missing (%)	0.5%
Memory size	20.4 KiB

Length

Max length	54
Median length	45
Mean length	25.442211
Min length	2

Characters and Unicode

Total characters	65819
Distinct characters	403
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	2239 ?
Unique (%)	86.5%

Sample

1st row	부산광역시 금정구 금사동 81-1 금사자동차운전전문학원
2nd row	인천광역시 중구 덕교동 128-76번지
3rd row	부산광역시 수영구 광안동 100-10
4th row	부산광역시 북구 덕천동 388-1번지 대방상가 304호
5th row	부산광역시 북구 구포동 1256-15번지

Value	Count	Frequency (%)
부산광역시	2585	20.8%
부산진구	348	2.8%
동래구	294	2.4%
동구	237	1.9%
기장군	225	1.8%
해운대구	204	1.6%
연제구	197	1.6%
초량동	161	1.3%
남구	160	1.3%
금정구	150	1.2%
Other values (3129)	7883	63.3%

Most occurring characters

Value	Count	Frequency (%)
	9860	15.0%
부	3196	4.9%
산	3192	4.8%
1	3178	4.8%
동	3147	4.8%
광	2684	4.1%
시	2613	4.0%
역	2593	3.9%
지	2500	3.8%
구	2448	3.7%
Other values (393)	30408	46.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	39085	59.4%
Decimal Number	13900	21.1%
Space Separator	9860	15.0%
Dash Punctuation	2362	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	3196	8.2%
산	3192	8.2%
동	3147	8.1%
광	2684	6.9%
시	2613	6.7%
역	2593	6.6%
지	2500	6.4%
구	2448	6.3%
번	2379	6.1%
호	530	1.4%
Other values (346)	13803	35.3%

Uppercase Letter

Value	Count	Frequency (%)
B	98	40.2%
T	76	31.1%
O	14	5.7%
A	9	3.7%
S	8	3.3%
D	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	3178	22.9%
2	1918	13.8%
3	1580	11.4%
4	1310	9.4%
0	1242	8.9%
5	1172	8.4%
6	1002	7.2%
7	947	6.8%
8	858	6.2%
9	693	5.0%

Lowercase Letter

Value	Count	Frequency (%)
e	2	15.4%
k	2	15.4%
s	2	15.4%
d	1	7.7%
h	1	7.7%
u	1	7.7%
t	1	7.7%
o	1	7.7%
y	1	7.7%
b	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 (%)
	9860	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2362	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	39085	59.4%
Common	26477	40.2%
Latin	257	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	3196	8.2%
산	3192	8.2%
동	3147	8.1%
광	2684	6.9%
시	2613	6.7%
역	2593	6.6%
지	2500	6.4%
구	2448	6.3%
번	2379	6.1%
호	530	1.4%
Other values (346)	13803	35.3%

Latin

Value	Count	Frequency (%)
B	98	38.1%
T	76	29.6%
O	14	5.4%
A	9	3.5%
S	8	3.1%
D	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 (%)
	9860	37.2%
1	3178	12.0%
-	2362	8.9%
2	1918	7.2%
3	1580	6.0%
4	1310	4.9%
0	1242	4.7%
5	1172	4.4%
6	1002	3.8%
7	947	3.6%
Other values (9)	1906	7.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	39085	59.4%
ASCII	26734	40.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9860	36.9%
1	3178	11.9%
-	2362	8.8%
2	1918	7.2%
3	1580	5.9%
4	1310	4.9%
0	1242	4.6%
5	1172	4.4%
6	1002	3.7%
7	947	3.5%
Other values (37)	2163	8.1%

Hangul

Value	Count	Frequency (%)
부	3196	8.2%
산	3192	8.2%
동	3147	8.1%
광	2684	6.9%
시	2613	6.7%
역	2593	6.6%
지	2500	6.4%
구	2448	6.3%
번	2379	6.1%
호	530	1.4%
Other values (346)	13803	35.3%

도로명전체주소
Text

MISSING

Distinct	1741
Distinct (%)	95.8%
Missing	783
Missing (%)	30.1%
Memory size	20.4 KiB

Length

Max length	63
Median length	49
Mean length	31.679318
Min length	20

Characters and Unicode

Total characters	57593
Distinct characters	420
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	1674 ?
Unique (%)	92.1%

Sample

1st row	부산광역시 금정구 공단서로8번길 49, 금사자동차운전전문학원 A동 307호 (금사동)
2nd row	인천광역시 중구 마시란로 51-33 (덕교동)
3rd row	부산광역시 수영구 무학로9번길 46, 1층 (광안동)
4th row	부산광역시 북구 시랑로118번길 56 (구포동)
5th row	부산광역시 북구 만덕3로16번길 45, 상가동 101호 (덕천동, 벽산아파트)

Value	Count	Frequency (%)
부산광역시	1817	16.3%
부산진구	247	2.2%
2층	224	2.0%
1층	222	2.0%
동래구	203	1.8%
기장군	193	1.7%
해운대구	158	1.4%
연제구	143	1.3%
동구	130	1.2%
3층	129	1.2%
Other values (2414)	7698	69.0%

Most occurring characters

Value	Count	Frequency (%)
	9348	16.2%
동	2351	4.1%
산	2285	4.0%
부	2268	3.9%
1	2206	3.8%
광	1922	3.3%
시	1902	3.3%
역	1824	3.2%
구	1722	3.0%
로	1710	3.0%
Other values (410)	30055	52.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	33316	57.8%
Decimal Number	9494	16.5%
Space Separator	9348	16.2%
Close Punctuation	1701	3.0%
Open Punctuation	1701	3.0%
Other Punctuation	1600	2.8%
Dash Punctuation	309	0.5%
Uppercase Letter	110	0.2%
Lowercase Letter	11	< 0.1%
Math Symbol	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	2351	7.1%
산	2285	6.9%
부	2268	6.8%
광	1922	5.8%
시	1902	5.7%
역	1824	5.5%
구	1722	5.2%
로	1710	5.1%
층	946	2.8%
길	911	2.7%
Other values (367)	15475	46.4%

Uppercase Letter

Value	Count	Frequency (%)
B	35	31.8%
A	21	19.1%
C	10	9.1%
E	9	8.2%
S	7	6.4%
P	7	6.4%
O	4	3.6%
T	4	3.6%
I	4	3.6%
K	2	1.8%
Other values (6)	7	6.4%

Decimal Number

Value	Count	Frequency (%)
1	2206	23.2%
2	1581	16.7%
3	1153	12.1%
0	873	9.2%
4	797	8.4%
5	703	7.4%
6	599	6.3%
7	558	5.9%
8	528	5.6%
9	496	5.2%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	1590	99.4%
/	6	0.4%
@	2	0.1%
.	2	0.1%

Space Separator

Value	Count	Frequency (%)
	9348	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1701	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1701	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	309	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	33316	57.8%
Common	24156	41.9%
Latin	121	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	2351	7.1%
산	2285	6.9%
부	2268	6.8%
광	1922	5.8%
시	1902	5.7%
역	1824	5.5%
구	1722	5.2%
로	1710	5.1%
층	946	2.8%
길	911	2.7%
Other values (367)	15475	46.4%

Latin

Value	Count	Frequency (%)
B	35	28.9%
A	21	17.4%
C	10	8.3%
E	9	7.4%
S	7	5.8%
P	7	5.8%
O	4	3.3%
T	4	3.3%
I	4	3.3%
e	2	1.7%
Other values (14)	18	14.9%

Common

Value	Count	Frequency (%)
	9348	38.7%
1	2206	9.1%
)	1701	7.0%
(	1701	7.0%
,	1590	6.6%
2	1581	6.5%
3	1153	4.8%
0	873	3.6%
4	797	3.3%
5	703	2.9%
Other values (9)	2503	10.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	33316	57.8%
ASCII	24277	42.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9348	38.5%
1	2206	9.1%
)	1701	7.0%
(	1701	7.0%
,	1590	6.5%
2	1581	6.5%
3	1153	4.7%
0	873	3.6%
4	797	3.3%
5	703	2.9%
Other values (33)	2624	10.8%

Hangul

Value	Count	Frequency (%)
동	2351	7.1%
산	2285	6.9%
부	2268	6.8%
광	1922	5.8%
시	1902	5.7%
역	1824	5.5%
구	1722	5.2%
로	1710	5.1%
층	946	2.8%
길	911	2.7%
Other values (367)	15475	46.4%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	852
Distinct (%)	48.0%
Missing	827
Missing (%)	31.8%
Infinite	0
Infinite (%)	0.0%
Mean	47614.542

Minimum	22385
Maximum	49524
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	22385
5-th percentile	46037
Q1	46957.75
median	47709
Q3	48402.75
95-th percentile	49262.05
Maximum	49524
Range	27139
Interquartile range (IQR)	1445

Descriptive statistics

Standard deviation	1144.6425
Coefficient of variation (CV)	0.024039767
Kurtosis	131.66173
Mean	47614.542
Median Absolute Deviation (MAD)	724.5
Skewness	-6.0363703
Sum	84468198
Variance	1310206.4
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%
47247	14	0.5%
48093	14	0.5%
48059	13	0.5%
48060	13	0.5%
47243	11	0.4%
47246	11	0.4%
Other values (842)	1608	61.8%
(Missing)	827	31.8%

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	4	0.2%
49502	1	< 0.1%
49497	1	< 0.1%
49495	1	< 0.1%
49490	1	< 0.1%
49483	1	< 0.1%

사업장명
Text

Distinct	2215
Distinct (%)	85.2%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

Length

Max length	40
Median length	22
Mean length	7.194925
Min length	2

Characters and Unicode

Total characters	18714
Distinct characters	538
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	1911 ?
Unique (%)	73.5%

Sample

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

Value	Count	Frequency (%)
주식회사	165	5.5%
주	16	0.5%
주)만비종합관리	7	0.2%
시스템	7	0.2%
주)만송	7	0.2%
주)금강종합개발	6	0.2%
청소나라	6	0.2%
그린산업	6	0.2%
청소	5	0.2%
클린	5	0.2%
Other values (2327)	2776	92.3%

Most occurring characters

Value	Count	Frequency (%)
주	1471	7.9%
)	1308	7.0%
(	1272	6.8%
스	552	2.9%
사	447	2.4%
	408	2.2%
업	375	2.0%
이	329	1.8%
경	327	1.7%
에	314	1.7%
Other values (528)	11911	63.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15343	82.0%
Close Punctuation	1308	7.0%
Open Punctuation	1272	6.8%
Space Separator	408	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	1471	9.6%
스	552	3.6%
사	447	2.9%
업	375	2.4%
이	329	2.1%
경	327	2.1%
에	314	2.0%
회	297	1.9%
산	292	1.9%
리	243	1.6%
Other values (476)	10696	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%
n	4	7.4%
l	4	7.4%
r	4	7.4%
i	3	5.6%
c	3	5.6%
t	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%
.	11	28.9%
,	5	13.2%
·	4	10.5%
＆	2	5.3%

Other Symbol

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

Close Punctuation

Value	Count	Frequency (%)
)	1308	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1272	100.0%

Space Separator

Value	Count	Frequency (%)
	408	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15358	82.1%
Common	3064	16.4%
Latin	292	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	1471	9.6%
스	552	3.6%
사	447	2.9%
업	375	2.4%
이	329	2.1%
경	327	2.1%
에	314	2.0%
회	297	1.9%
산	292	1.9%
리	243	1.6%
Other values (478)	10711	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%
T	13	4.5%
e	13	4.5%
Other values (24)	100	34.2%

Common

Value	Count	Frequency (%)
)	1308	42.7%
(	1272	41.5%
	408	13.3%
&	16	0.5%
1	16	0.5%
.	11	0.4%
2	8	0.3%
,	5	0.2%
·	4	0.1%
4	3	0.1%
Other values (6)	13	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15343	82.0%
ASCII	3350	17.9%
None	21	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	1471	9.6%
스	552	3.6%
사	447	2.9%
업	375	2.4%
이	329	2.1%
경	327	2.1%
에	314	2.0%
회	297	1.9%
산	292	1.9%
리	243	1.6%
Other values (476)	10696	69.7%

ASCII

Value	Count	Frequency (%)
)	1308	39.0%
(	1272	38.0%
	408	12.2%
C	40	1.2%
E	22	0.7%
S	22	0.7%
B	18	0.5%
G	17	0.5%
M	16	0.5%
H	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	2346
Distinct (%)	90.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0130021 × 10¹³

Minimum	1.9990201 × 10¹³
Maximum	2.0210127 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1.9990201 × 10¹³
5-th percentile	2.0030212 × 10¹³
Q1	2.0080623 × 10¹³
median	2.0140611 × 10¹³
Q3	2.0181128 × 10¹³
95-th percentile	2.0201007 × 10¹³
Maximum	2.0210127 × 10¹³
Range	2.1992613 × 10¹¹
Interquartile range (IQR)	1.0050498 × 10¹¹

Descriptive statistics

Standard deviation	6.0840769 × 10¹⁰
Coefficient of variation (CV)	0.0030223898
Kurtosis	-0.94716746
Mean	2.0130021 × 10¹³
Median Absolute Deviation (MAD)	4.969405 × 10¹⁰
Skewness	-0.54053808
Sum	5.2358183 × 10¹⁶
Variance	3.7015992 × 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%
20030403000000	11	0.4%
19990201000000	11	0.4%
20030404000000	10	0.4%
20021112000000	10	0.4%
20051110000000	10	0.4%
20020403000000	8	0.3%
20030227000000	8	0.3%
Other values (2336)	2486	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 (%)
20210127131319	1	< 0.1%
20210126173433	1	< 0.1%
20210126163728	1	< 0.1%
20210126133258	1	< 0.1%
20210125164013	1	< 0.1%
20210122142224	1	< 0.1%
20210122142157	1	< 0.1%
20210121154405	1	< 0.1%
20210121142114	1	< 0.1%
20210121094753	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

I	2016
U	585

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	2016	77.5%
U	585	22.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	2016	77.5%
u	585	22.5%

데이터갱신일자
Date

Distinct	452
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-01-29 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

건물위생관리업	2572
건물위생관리업 기타	21
<NA>	8

Length

Max length	10
Median length	7
Mean length	7.0149942
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	2572	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	2593	98.9%
기타	21	0.8%
na	8	0.3%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1940
Distinct (%)	76.6%
Missing	70
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	389105.31

Minimum	148671.32
Maximum	408081.98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	148671.32
5-th percentile	380059.42
Q1	385773.89
median	388601.81
Q3	391459.83
95-th percentile	403721.73
Maximum	408081.98
Range	259410.66
Interquartile range (IQR)	5685.9372

Descriptive statistics

Standard deviation	8016.7894
Coefficient of variation (CV)	0.020603135
Kurtosis	319.42423
Mean	389105.31
Median Absolute Deviation (MAD)	2832.2384
Skewness	-10.283709
Sum	9.8482555 × 10⁸
Variance	64268913
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
395615.201853958	13	0.5%
396180.621244719	9	0.3%
380482.767624189	9	0.3%
387927.951172724	9	0.3%
391411.212179843	9	0.3%
388310.086924943	9	0.3%
386351.941329364	8	0.3%
387869.134317928	8	0.3%
387225.613588405	8	0.3%
407871.508884898	8	0.3%
Other values (1930)	2441	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	1940
Distinct (%)	76.6%
Missing	70
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	188406.47

Minimum	174156.62
Maximum	436093.42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	174156.62
5-th percentile	179713.87
Q1	183987.07
median	187522.89
Q3	191384.87
95-th percentile	203507.3
Maximum	436093.42
Range	261936.8
Interquartile range (IQR)	7397.7941

Descriptive statistics

Standard deviation	8102.1101
Coefficient of variation (CV)	0.043003354
Kurtosis	344.5637
Mean	188406.47
Median Absolute Deviation (MAD)	3719.4766
Skewness	11.707161
Sum	4.7685678 × 10⁸
Variance	65644189
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
186406.750870936	13	0.5%
186522.35047527	9	0.3%
185582.274947583	9	0.3%
186582.791097672	9	0.3%
184052.409245407	9	0.3%
183883.854898063	9	0.3%
182468.78681462	8	0.3%
186381.28184674	8	0.3%
186408.726533861	8	0.3%
205389.277197702	8	0.3%
Other values (1930)	2441	93.8%
(Missing)	70	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
174156.617297535	1	< 0.1%
174213.492106852	3	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	20.4 KiB

건물위생관리업	2572
건물위생관리업 기타	21
<NA>	8

Length

Max length	10
Median length	7
Mean length	7.0149942
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	2572	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	2593	98.9%
기타	21	0.8%
na	8	0.3%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	30
Distinct (%)	1.4%
Missing	430
Missing (%)	16.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.748503

Minimum	0
Maximum	51
Zeros	619
Zeros (%)	23.8%
Negative	0
Negative (%)	0.0%
Memory size	23.0 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	4.5927554
Coefficient of variation (CV)	1.2252239
Kurtosis	14.613901
Mean	3.748503
Median Absolute Deviation (MAD)	2
Skewness	2.9118141
Sum	8138
Variance	21.093402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	619	23.8%
4	349	13.4%
3	250	9.6%
5	233	9.0%
2	229	8.8%
1	111	4.3%
6	87	3.3%
7	50	1.9%
10	40	1.5%
8	35	1.3%
Other values (20)	168	6.5%
(Missing)	430	16.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	619	23.8%
1	111	4.3%
2	229	8.8%
3	250	9.6%
4	349	13.4%
5	233	9.0%
6	87	3.3%
7	50	1.9%
8	35	1.3%
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	588
Missing (%)	22.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.6130154

Minimum	0
Maximum	8
Zeros	1147
Zeros (%)	44.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 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	0.96343152
Coefficient of variation (CV)	1.5716269
Kurtosis	9.514996
Mean	0.6130154
Median Absolute Deviation (MAD)	0
Skewness	2.6436147
Sum	1234
Variance	0.9282003
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	1147	44.1%
1	681	26.2%
2	93	3.6%
3	41	1.6%
5	22	0.8%
4	21	0.8%
6	7	0.3%
8	1	< 0.1%
(Missing)	588	22.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1147	44.1%
1	681	26.2%
2	93	3.6%
3	41	1.6%
4	21	0.8%
5	22	0.8%
6	7	0.3%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
6	7	0.3%
5	22	0.8%
4	21	0.8%
3	41	1.6%
2	93	3.6%
1	681	26.2%
0	1147	44.1%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	1.4%
Missing	681
Missing (%)	26.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.65625

Minimum	0
Maximum	48
Zeros	352
Zeros (%)	13.5%
Negative	0
Negative (%)	0.0%
Memory size	23.0 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	3.2804572
Coefficient of variation (CV)	1.2349956
Kurtosis	28.378412
Mean	2.65625
Median Absolute Deviation (MAD)	1
Skewness	3.9107229
Sum	5100
Variance	10.761399
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
2	456	17.5%
1	419	16.1%
0	352	13.5%
3	280	10.8%
4	147	5.7%
5	70	2.7%
6	44	1.7%
7	35	1.3%
9	19	0.7%
8	19	0.7%
Other values (16)	79	3.0%
(Missing)	681	26.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	352	13.5%
1	419	16.1%
2	456	17.5%
3	280	10.8%
4	147	5.7%
5	70	2.7%
6	44	1.7%
7	35	1.3%
8	19	0.7%
9	19	0.7%

Value	Count	Frequency (%)
48	1	< 0.1%
26	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%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	25
Distinct (%)	1.5%
Missing	942
Missing (%)	36.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.5382761

Minimum	0
Maximum	48
Zeros	345
Zeros (%)	13.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 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	3.2879793
Coefficient of variation (CV)	1.2953592
Kurtosis	31.642899
Mean	2.5382761
Median Absolute Deviation (MAD)	1
Skewness	4.1576963
Sum	4211
Variance	10.810808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2	382	14.7%
1	364	14.0%
0	345	13.3%
3	233	9.0%
4	127	4.9%
5	49	1.9%
6	41	1.6%
7	29	1.1%
8	12	0.5%
9	10	0.4%
Other values (15)	67	2.6%
(Missing)	942	36.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	345	13.3%
1	364	14.0%
2	382	14.7%
3	233	9.0%
4	127	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%
26	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%

사용시작지하층
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.5%
Missing	1391
Missing (%)	53.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.1553719

Minimum	0
Maximum	5
Zeros	1037
Zeros (%)	39.9%
Negative	0
Negative (%)	0.0%
Memory size	23.0 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	0.42149649
Coefficient of variation (CV)	2.7128232
Kurtosis	27.888252
Mean	0.1553719
Median Absolute Deviation (MAD)	0
Skewness	4.0421545
Sum	188
Variance	0.17765929
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	1037	39.9%
1	166	6.4%
2	3	0.1%
4	2	0.1%
3	1	< 0.1%
5	1	< 0.1%
(Missing)	1391	53.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1037	39.9%
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	1037	39.9%

사용끝지하층
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.7%
Missing	1567
Missing (%)	60.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.17601547

Minimum	0
Maximum	10
Zeros	877
Zeros (%)	33.7%
Negative	0
Negative (%)	0.0%
Memory size	23.0 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	0.533455
Coefficient of variation (CV)	3.0307278
Kurtosis	121.08361
Mean	0.17601547
Median Absolute Deviation (MAD)	0
Skewness	8.1087643
Sum	182
Variance	0.28457423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	877	33.7%
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)	1567	60.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	877	33.7%
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	877	33.7%

한실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

0	1721
<NA>	879
1	1

Length

Max length	4
Median length	1
Mean length	2.0138408
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1721	66.2%
<NA>	879	33.8%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1721	66.2%
na	879	33.8%
1	1	< 0.1%

양실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

0	1721
<NA>	879
29	1

Length

Max length	4
Median length	1
Mean length	2.0142253
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1721	66.2%
<NA>	879	33.8%
29	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1721	66.2%
na	879	33.8%
29	1	< 0.1%

욕실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

0	1722
<NA>	879

Length

Max length	4
Median length	1
Mean length	2.0138408
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1722	66.2%
<NA>	879	33.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1722	66.2%
na	879	33.8%

발한실여부
Boolean

IMBALANCE MISSING

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

False	2528
True	1
(Missing)	72

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2528	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	20.4 KiB

0	1721
<NA>	877
9	2
1	1

Length

Max length	4
Median length	1
Mean length	2.011534
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1721	66.2%
<NA>	877	33.7%
9	2	0.1%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1721	66.2%
na	877	33.7%
9	2	0.1%
1	1	< 0.1%

조건부허가신고사유
Text

MISSING

Distinct	5
Distinct (%)	83.3%
Missing	2595
Missing (%)	99.8%
Memory size	20.4 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	20.4 KiB

<NA>	2595
20140301	2
20140212	1
20060825	1
20060106	1

Length

Max length	8
Median length	4
Mean length	4.0092272
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>	2595	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	2595	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	2594
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	23.0 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)	2594	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	20.4 KiB

<NA>	1726
임대	833
자가	42

Length

Max length	4
Median length	4
Mean length	3.3271819
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1726	66.4%
임대	833	32.0%
자가	42	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1726	66.4%
임대	833	32.0%
자가	42	1.6%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

0	1546
<NA>	1055

Length

Max length	4
Median length	1
Mean length	2.2168397
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1546	59.4%
<NA>	1055	40.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1546	59.4%
na	1055	40.6%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	19
Distinct (%)	3.9%
Missing	2111
Missing (%)	81.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.2959184

Minimum	0
Maximum	340
Zeros	428
Zeros (%)	16.5%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3.55
Maximum	340
Range	340
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	18.346812
Coefficient of variation (CV)	7.9910558
Kurtosis	241.88499
Mean	2.2959184
Median Absolute Deviation (MAD)	0
Skewness	14.227457
Sum	1125
Variance	336.6055
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	428	16.5%
1	22	0.8%
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)	2111	81.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	428	16.5%
1	22	0.8%
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	2066
Missing (%)	79.4%
Infinite	0
Infinite (%)	0.0%
Mean	4.5158879

Minimum	0
Maximum	560
Zeros	361
Zeros (%)	13.9%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	8
Maximum	560
Range	560
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	30.121341
Coefficient of variation (CV)	6.6700816
Kurtosis	226.00913
Mean	4.5158879
Median Absolute Deviation (MAD)	0
Skewness	13.571795
Sum	2416
Variance	907.29516
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	361	13.9%
2	44	1.7%
1	41	1.6%
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)	2066	79.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	361	13.9%
1	41	1.6%
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	20.4 KiB

0	1406
<NA>	1195

Length

Max length	4
Median length	1
Mean length	2.378316
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1406	54.1%
<NA>	1195	45.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1406	54.1%
na	1195	45.9%

침대수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.4 KiB

0	1345
<NA>	1256

Length

Max length	4
Median length	1
Mean length	2.4486736
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1345	51.7%
<NA>	1256	48.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1345	51.7%
na	1256	48.3%

다중이용업소여부
Boolean

IMBALANCE

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

False	2600
True	1

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2600	> 99.9%
True	1	< 0.1%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2601
Missing (%)	100.0%
Memory size	23.0 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	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	3350000	3350000-206-2021-00001	20210104	<NA>	3	폐업	2	폐업	20210112	<NA>	<NA>	<NA>	<NA>	.00	609809	부산광역시 금정구 금사동 81-1 금사자동차운전전문학원	부산광역시 금정구 공단서로8번길 49, 금사자동차운전전문학원 A동 307호 (금사동)	46332	고클린	20210112173128	U	2021-01-14 02:40:00.0	건물위생관리업	392346.245721	192844.636332	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	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>
2	3	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>
3	4	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>
4	5	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>
5	6	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>
6	7	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>
7	8	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>
8	9	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>
9	10	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>

	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
2591	2592	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>
2592	2593	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>
2593	2594	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>
2594	2595	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>
2595	2596	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>
2596	2597	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>
2597	2598	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>
2598	2599	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>
2599	2600	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>
2600	2601	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