gimi9 Pandas Profiling

Dataset statistics

Number of variables	18
Number of observations	10000
Missing cells	60999
Missing cells (%)	33.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.5 MiB
Average record size in memory	162.0 B

Variable types

Numeric	9
Categorical	2
Text	6
Unsupported	1

Dataset

Description	시군구코드,업종명,업태명,허가신고일,폐업일자,교부번호,업소명,소재지도로명,소재지지번,행정동명,법정동명,영업장면적(㎡),지상_부터,지상_까지,지하_부터,지하_까지,총층수,업소위치
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-13656/S/1/datasetView.do

Alerts

`시군구코드` is highly overall correlated with `교부번호`	High correlation
`허가신고일` is highly overall correlated with `교부번호`	High correlation
`교부번호` is highly overall correlated with `시군구코드` and 1 other fields	High correlation
`지상_부터` is highly overall correlated with `지상_까지`	High correlation
`지상_까지` is highly overall correlated with `지상_부터`	High correlation
`지하_부터` is highly overall correlated with `지하_까지` and 1 other fields	High correlation
`지하_까지` is highly overall correlated with `지하_부터` and 1 other fields	High correlation
`총층수` is highly overall correlated with `지하_부터` and 1 other fields	High correlation
`폐업일자` has 10000 (100.0%) missing values	Missing
`영업장면적(㎡)` has 9463 (94.6%) missing values	Missing
`지상_부터` has 6961 (69.6%) missing values	Missing
`지상_까지` has 7005 (70.0%) missing values	Missing
`지하_부터` has 9253 (92.5%) missing values	Missing
`지하_까지` has 9264 (92.6%) missing values	Missing
`총층수` has 9033 (90.3%) missing values	Missing
`지하_부터` is highly skewed (γ1 = 26.50362792)	Skewed
`지하_까지` is highly skewed (γ1 = 26.33505887)	Skewed
`폐업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2024-05-11 04:48:57.322593
Analysis finished	2024-05-11 04:49:34.459632
Duration	37.14 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시군구코드
Real number (ℝ)

HIGH CORRELATION

Distinct	25
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3137168

Minimum	3000000
Maximum	3240000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3000000
5-th percentile	3010000
Q1	3070000
median	3150000
Q3	3210000
95-th percentile	3230000
Maximum	3240000
Range	240000
Interquartile range (IQR)	140000

Descriptive statistics

Standard deviation	73738.616
Coefficient of variation (CV)	0.023504835
Kurtosis	-1.1717522
Mean	3137168
Median Absolute Deviation (MAD)	60000
Skewness	-0.3178433
Sum	3.137168 × 10¹⁰
Variance	5.4373835 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3220000	1073	10.7%
3130000	708	7.1%
3230000	697	7.0%
3150000	561	5.6%
3180000	551	5.5%
3210000	512	5.1%
3200000	411	4.1%
3240000	385	3.9%
3010000	354	3.5%
3030000	350	3.5%
Other values (15)	4398	44.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	278	2.8%
3010000	354	3.5%
3020000	343	3.4%
3030000	350	3.5%
3040000	323	3.2%
3050000	332	3.3%
3060000	271	2.7%
3070000	294	2.9%
3080000	279	2.8%
3090000	182	1.8%

Value	Count	Frequency (%)
3240000	385	3.9%
3230000	697	7.0%
3220000	1073	10.7%
3210000	512	5.1%
3200000	411	4.1%
3190000	248	2.5%
3180000	551	5.5%
3170000	263	2.6%
3160000	342	3.4%
3150000	561	5.6%

업종명
Categorical

Distinct	20
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

일반음식점	4435
건강기능식품일반판매업	1929
휴게음식점	1604
즉석판매제조가공업	824
유통전문판매업	357
Other values (15)	851

Length

Max length	13
Median length	5
Mean length	6.7953
Min length	4

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	즉석판매제조가공업
2nd row	건강기능식품일반판매업
3rd row	건강기능식품일반판매업
4th row	휴게음식점
5th row	위탁급식영업

Common Values

Value	Count	Frequency (%)
일반음식점	4435	44.4%
건강기능식품일반판매업	1929	19.3%
휴게음식점	1604	16.0%
즉석판매제조가공업	824	8.2%
유통전문판매업	357	3.6%
식품자동판매기영업	238	2.4%
제과점영업	177	1.8%
건강기능식품유통전문판매업	143	1.4%
식품소분업	79	0.8%
위탁급식영업	75	0.8%
Other values (10)	139	1.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
일반음식점	4435	44.4%
건강기능식품일반판매업	1929	19.3%
휴게음식점	1604	16.0%
즉석판매제조가공업	824	8.2%
유통전문판매업	357	3.6%
식품자동판매기영업	238	2.4%
제과점영업	177	1.8%
건강기능식품유통전문판매업	143	1.4%
식품소분업	79	0.8%
위탁급식영업	75	0.8%
Other values (10)	139	1.4%

업태명
Text

Distinct	65
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	15
Median length	13
Mean length	5.6659
Min length	2

Characters and Unicode

Total characters	56659
Distinct characters	145
Distinct categories	5 ?
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	7 ?
Unique (%)	0.1%

Sample

1st row	즉석판매제조가공업
2nd row	전자상거래(통신판매업)
3rd row	전자상거래(통신판매업)
4th row	기타 휴게음식점
5th row	위탁급식영업

Value	Count	Frequency (%)
기타	1739	16.5%
한식	1639	15.6%
전자상거래(통신판매업	1478	14.1%
즉석판매제조가공업	824	7.8%
커피숍	722	6.9%
휴게음식점	420	4.0%
영업장판매	361	3.4%
유통전문판매업	357	3.4%
일식	315	3.0%
경양식	299	2.8%
Other values (56)	2356	22.4%

Most occurring characters

Value	Count	Frequency (%)
식	3908	6.9%
업	3844	6.8%
매	3621	6.4%
판	3600	6.4%
통	2216	3.9%
기	2162	3.8%
전	2125	3.8%
타	1767	3.1%
)	1724	3.0%
(	1724	3.0%
Other values (135)	29968	52.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	52312	92.3%
Close Punctuation	1724	3.0%
Open Punctuation	1724	3.0%
Space Separator	510	0.9%
Other Punctuation	389	0.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
식	3908	7.5%
업	3844	7.3%
매	3621	6.9%
판	3600	6.9%
통	2216	4.2%
기	2162	4.1%
전	2125	4.1%
타	1767	3.4%
자	1716	3.3%
한	1639	3.1%
Other values (129)	25714	49.2%

Other Punctuation

Value	Count	Frequency (%)
/	253	65.0%
,	135	34.7%
.	1	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	1724	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1724	100.0%

Space Separator

Value	Count	Frequency (%)
	510	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	52312	92.3%
Common	4347	7.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
식	3908	7.5%
업	3844	7.3%
매	3621	6.9%
판	3600	6.9%
통	2216	4.2%
기	2162	4.1%
전	2125	4.1%
타	1767	3.4%
자	1716	3.3%
한	1639	3.1%
Other values (129)	25714	49.2%

Common

Value	Count	Frequency (%)
)	1724	39.7%
(	1724	39.7%
	510	11.7%
/	253	5.8%
,	135	3.1%
.	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	52312	92.3%
ASCII	4347	7.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
식	3908	7.5%
업	3844	7.3%
매	3621	6.9%
판	3600	6.9%
통	2216	4.2%
기	2162	4.1%
전	2125	4.1%
타	1767	3.4%
자	1716	3.3%
한	1639	3.1%
Other values (129)	25714	49.2%

ASCII

Value	Count	Frequency (%)
)	1724	39.7%
(	1724	39.7%
	510	11.7%
/	253	5.8%
,	135	3.1%
.	1	< 0.1%

허가신고일
Real number (ℝ)

HIGH CORRELATION

Distinct	357
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20233048

Minimum	20221206
Maximum	20240510
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20221206
5-th percentile	20230106
Q1	20230421
median	20230831
Q3	20240116
95-th percentile	20240423
Maximum	20240510
Range	19304
Interquartile range (IQR)	9695

Descriptive statistics

Standard deviation	4902.356
Coefficient of variation (CV)	0.00024229448
Kurtosis	-0.35101988
Mean	20233048
Median Absolute Deviation (MAD)	426
Skewness	0.31956173
Sum	2.0233048 × 10¹¹
Variance	24033094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20240507	56	0.6%
20240429	51	0.5%
20240412	50	0.5%
20240229	50	0.5%
20240419	48	0.5%
20230831	46	0.5%
20240510	45	0.4%
20240304	45	0.4%
20240102	44	0.4%
20240503	44	0.4%
Other values (347)	9521	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20221206	5	0.1%
20221207	21	0.2%
20221208	26	0.3%
20221209	30	0.3%
20221212	21	0.2%
20221213	23	0.2%
20221214	15	0.1%
20221215	31	0.3%
20221216	22	0.2%
20221219	20	0.2%

Value	Count	Frequency (%)
20240510	45	0.4%
20240509	39	0.4%
20240508	42	0.4%
20240507	56	0.6%
20240503	44	0.4%
20240502	39	0.4%
20240501	22	0.2%
20240430	43	0.4%
20240429	51	0.5%
20240426	35	0.4%

폐업일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

교부번호
Real number (ℝ)

HIGH CORRELATION

Distinct	9984
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0232576 × 10¹⁰

Minimum	2.0220028 × 10¹⁰
Maximum	2.0240561 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2.0220028 × 10¹⁰
5-th percentile	2.0230036 × 10¹⁰
Q1	2.023008 × 10¹⁰
median	2.0230121 × 10¹⁰
Q3	2.0240054 × 10¹⁰
95-th percentile	2.0240145 × 10¹⁰
Maximum	2.0240561 × 10¹⁰
Range	20533275
Interquartile range (IQR)	9974709.8

Descriptive statistics

Standard deviation	5098036.4
Coefficient of variation (CV)	0.00025197169
Kurtosis	-0.29161363
Mean	2.0232576 × 10¹⁰
Median Absolute Deviation (MAD)	49308.5
Skewness	0.29903716
Sum	2.0232576 × 10¹⁴
Variance	2.5989975 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20240076083	2	< 0.1%
20230071742	2	< 0.1%
20230071350	2	< 0.1%
20240076289	2	< 0.1%
20240076259	2	< 0.1%
20230071567	2	< 0.1%
20230071824	2	< 0.1%
20230071706	2	< 0.1%
20230071498	2	< 0.1%
20230071509	2	< 0.1%
Other values (9974)	9980	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20220027850	1	< 0.1%
20220027851	1	< 0.1%
20220027854	1	< 0.1%
20220027862	1	< 0.1%
20220027867	1	< 0.1%
20220027869	1	< 0.1%
20220027877	1	< 0.1%
20220027882	1	< 0.1%
20220027884	1	< 0.1%
20220027889	1	< 0.1%

Value	Count	Frequency (%)
20240561125	1	< 0.1%
20240535245	1	< 0.1%
20240520001	1	< 0.1%
20240161676	1	< 0.1%
20240161672	1	< 0.1%
20240161671	1	< 0.1%
20240161666	1	< 0.1%
20240161665	1	< 0.1%
20240161663	1	< 0.1%
20240161656	1	< 0.1%

업소명
Text

Distinct	9781
Distinct (%)	97.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	46
Median length	34
Mean length	8.1755
Min length	1

Characters and Unicode

Total characters	81755
Distinct characters	1193
Distinct categories	13 ?
Distinct scripts	5 ?
Distinct blocks	8 ?

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

Unique

Unique	9591 ?
Unique (%)	95.9%

Sample

1st row	아미까(Amigga)
2nd row	황금쇼핑gs
3rd row	더한커머스
4th row	사계 김밥
5th row	JF 한국우편사업진흥원점

Value	Count	Frequency (%)
주식회사	429	2.8%
카페	93	0.6%
씨유	83	0.5%
세븐일레븐	70	0.5%
coffee	54	0.3%
메가엠지씨커피	51	0.3%
지에스25	35	0.2%
커피	35	0.2%
gs25	33	0.2%
강남점	31	0.2%
Other values (11622)	14603	94.1%

Most occurring characters

Value	Count	Frequency (%)
	5524	6.8%
점	2536	3.1%
이	2105	2.6%
스	1788	2.2%
)	1627	2.0%
(	1620	2.0%
리	1129	1.4%
주	1041	1.3%
사	809	1.0%
피	727	0.9%
Other values (1183)	62849	76.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	62532	76.5%
Space Separator	5524	6.8%
Lowercase Letter	4568	5.6%
Uppercase Letter	4254	5.2%
Close Punctuation	1629	2.0%
Open Punctuation	1622	2.0%
Decimal Number	1258	1.5%
Other Punctuation	305	0.4%
Dash Punctuation	33	< 0.1%
Connector Punctuation	15	< 0.1%
Other values (3)	15	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	2536	4.1%
이	2105	3.4%
스	1788	2.9%
리	1129	1.8%
주	1041	1.7%
사	809	1.3%
피	727	1.2%
식	697	1.1%
마	673	1.1%
드	627	1.0%
Other values (1092)	50400	80.6%

Lowercase Letter

Value	Count	Frequency (%)
e	697	15.3%
o	446	9.8%
a	433	9.5%
r	289	6.3%
n	289	6.3%
i	275	6.0%
t	248	5.4%
l	215	4.7%
s	200	4.4%
f	192	4.2%
Other values (16)	1284	28.1%

Uppercase Letter

Value	Count	Frequency (%)
E	381	9.0%
A	339	8.0%
C	315	7.4%
O	310	7.3%
S	298	7.0%
T	205	4.8%
G	203	4.8%
B	203	4.8%
R	194	4.6%
N	193	4.5%
Other values (16)	1613	37.9%

Other Punctuation

Value	Count	Frequency (%)
&	115	37.7%
.	63	20.7%
,	44	14.4%
'	23	7.5%
？	23	7.5%
!	9	3.0%
:	9	3.0%
#	6	2.0%
/	4	1.3%
＆	3	1.0%
Other values (3)	6	2.0%

Decimal Number

Value	Count	Frequency (%)
2	320	25.4%
5	207	16.5%
1	180	14.3%
4	123	9.8%
3	94	7.5%
9	91	7.2%
0	81	6.4%
8	62	4.9%
7	61	4.8%
6	39	3.1%

Math Symbol

Value	Count	Frequency (%)
>	2	28.6%
+	2	28.6%
<	2	28.6%
×	1	14.3%

Other Symbol

Value	Count	Frequency (%)
㈜	2	40.0%
♡	1	20.0%
°	1	20.0%
℃	1	20.0%

Close Punctuation

Value	Count	Frequency (%)
)	1627	99.9%
]	2	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1620	99.9%
[	2	0.1%

Space Separator

Value	Count	Frequency (%)
	5524	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	33	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	15	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	62488	76.4%
Common	10399	12.7%
Latin	8822	10.8%
Han	37	< 0.1%
Hiragana	9	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	2536	4.1%
이	2105	3.4%
스	1788	2.9%
리	1129	1.8%
주	1041	1.7%
사	809	1.3%
피	727	1.2%
식	697	1.1%
마	673	1.1%
드	627	1.0%
Other values (1052)	50356	80.6%

Latin

Value	Count	Frequency (%)
e	697	7.9%
o	446	5.1%
a	433	4.9%
E	381	4.3%
A	339	3.8%
C	315	3.6%
O	310	3.5%
S	298	3.4%
r	289	3.3%
n	289	3.3%
Other values (42)	5025	57.0%

Common

Value	Count	Frequency (%)
	5524	53.1%
)	1627	15.6%
(	1620	15.6%
2	320	3.1%
5	207	2.0%
1	180	1.7%
4	123	1.2%
&	115	1.1%
3	94	0.9%
9	91	0.9%
Other values (28)	498	4.8%

Han

Value	Count	Frequency (%)
庫	2	5.4%
氷	2	5.4%
肉	2	5.4%
火	2	5.4%
情	2	5.4%
元	1	2.7%
溫	1	2.7%
子	1	2.7%
高	1	2.7%
尺	1	2.7%
Other values (22)	22	59.5%

Hiragana

Value	Count	Frequency (%)
れ	1	11.1%
ん	1	11.1%
ぎ	1	11.1%
ょ	1	11.1%
う	1	11.1%
ゆ	1	11.1%
と	1	11.1%
き	1	11.1%
り	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	62479	76.4%
ASCII	19191	23.5%
CJK	37	< 0.1%
None	30	< 0.1%
Hiragana	9	< 0.1%
Compat Jamo	7	< 0.1%
Misc Symbols	1	< 0.1%
Letterlike Symbols	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5524	28.8%
)	1627	8.5%
(	1620	8.4%
e	697	3.6%
o	446	2.3%
a	433	2.3%
E	381	2.0%
A	339	1.8%
2	320	1.7%
C	315	1.6%
Other values (74)	7489	39.0%

Hangul

Value	Count	Frequency (%)
점	2536	4.1%
이	2105	3.4%
스	1788	2.9%
리	1129	1.8%
주	1041	1.7%
사	809	1.3%
피	727	1.2%
식	697	1.1%
마	673	1.1%
드	627	1.0%
Other values (1045)	50347	80.6%

None

Value	Count	Frequency (%)
？	23	76.7%
＆	3	10.0%
㈜	2	6.7%
×	1	3.3%
°	1	3.3%

CJK

Value	Count	Frequency (%)
庫	2	5.4%
氷	2	5.4%
肉	2	5.4%
火	2	5.4%
情	2	5.4%
元	1	2.7%
溫	1	2.7%
子	1	2.7%
高	1	2.7%
尺	1	2.7%
Other values (22)	22	59.5%

Compat Jamo

Value	Count	Frequency (%)
ㅅ	2	28.6%
ㄴ	1	14.3%
ㅇ	1	14.3%
ㅋ	1	14.3%
ㅍ	1	14.3%
ㅎ	1	14.3%

Hiragana

Value	Count	Frequency (%)
れ	1	11.1%
ん	1	11.1%
ぎ	1	11.1%
ょ	1	11.1%
う	1	11.1%
ゆ	1	11.1%
と	1	11.1%
き	1	11.1%
り	1	11.1%

Misc Symbols

Value	Count	Frequency (%)
♡	1	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
℃	1	100.0%

소재지도로명
Text

Distinct	9647
Distinct (%)	96.6%
Missing	10
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	77
Median length	65
Mean length	36.547447
Min length	22

Characters and Unicode

Total characters	365109
Distinct characters	693
Distinct categories	13 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	9438 ?
Unique (%)	94.5%

Sample

1st row	서울특별시 마포구 숭문길 98, 1층 109호 (염리동, 마포자이 더 센트리지)
2nd row	서울특별시 서대문구 증가로 150, 101동 902호 (남가좌동, DMC센트럴아이파크)
3rd row	서울특별시 금천구 가산디지털1로 119, SK트윈테크타워 B동 412(일부)호 (가산동)
4th row	서울특별시 마포구 양화로7안길 38, 1층 (서교동)
5th row	서울특별시 영등포구 영중로 83, 직원식당 8층 (영등포동7가)

Value	Count	Frequency (%)
서울특별시	9990	14.0%
1층	4158	5.8%
강남구	1073	1.5%
지하1층	858	1.2%
2층	805	1.1%
마포구	708	1.0%
송파구	697	1.0%
강서구	560	0.8%
영등포구	549	0.8%
서초구	510	0.7%
Other values (11364)	51351	72.1%

Most occurring characters

Value	Count	Frequency (%)
	61272	16.8%
1	19800	5.4%
동	13607	3.7%
서	12405	3.4%
,	12310	3.4%
구	10878	3.0%
로	10769	2.9%
시	10435	2.9%
울	10197	2.8%
)	10127	2.8%
Other values (683)	193309	52.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	205058	56.2%
Decimal Number	62109	17.0%
Space Separator	61272	16.8%
Other Punctuation	12348	3.4%
Close Punctuation	10128	2.8%
Open Punctuation	10128	2.8%
Dash Punctuation	1870	0.5%
Uppercase Letter	1860	0.5%
Lowercase Letter	231	0.1%
Math Symbol	61	< 0.1%
Other values (3)	44	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	13607	6.6%
서	12405	6.0%
구	10878	5.3%
로	10769	5.3%
시	10435	5.1%
울	10197	5.0%
별	10002	4.9%
특	9993	4.9%
층	8296	4.0%
호	5769	2.8%
Other values (602)	102707	50.1%

Uppercase Letter

Value	Count	Frequency (%)
B	489	26.3%
A	217	11.7%
C	129	6.9%
S	104	5.6%
T	84	4.5%
D	82	4.4%
E	82	4.4%
M	72	3.9%
R	66	3.5%
K	61	3.3%
Other values (16)	474	25.5%

Lowercase Letter

Value	Count	Frequency (%)
e	52	22.5%
n	25	10.8%
b	20	8.7%
r	19	8.2%
t	13	5.6%
a	13	5.6%
w	12	5.2%
i	12	5.2%
o	12	5.2%
l	11	4.8%
Other values (11)	42	18.2%

Decimal Number

Value	Count	Frequency (%)
1	19800	31.9%
2	9095	14.6%
0	6764	10.9%
3	6192	10.0%
4	4625	7.4%
5	3898	6.3%
6	3484	5.6%
7	3116	5.0%
8	2596	4.2%
9	2539	4.1%

Other Punctuation

Value	Count	Frequency (%)
,	12310	99.7%
.	19	0.2%
/	5	< 0.1%
&	4	< 0.1%
?	4	< 0.1%
？	2	< 0.1%
'	2	< 0.1%
＆	1	< 0.1%
#	1	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	21	52.5%
Ⅰ	12	30.0%
Ⅲ	6	15.0%
Ⅳ	1	2.5%

Math Symbol

Value	Count	Frequency (%)
~	59	96.7%
=	1	1.6%
+	1	1.6%

Close Punctuation

Value	Count	Frequency (%)
)	10127	> 99.9%
]	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	10127	> 99.9%
[	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	61272	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1870	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	205060	56.2%
Common	157918	43.3%
Latin	2131	0.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	13607	6.6%
서	12405	6.0%
구	10878	5.3%
로	10769	5.3%
시	10435	5.1%
울	10197	5.0%
별	10002	4.9%
특	9993	4.9%
층	8296	4.0%
호	5769	2.8%
Other values (603)	102709	50.1%

Latin

Value	Count	Frequency (%)
B	489	22.9%
A	217	10.2%
C	129	6.1%
S	104	4.9%
T	84	3.9%
D	82	3.8%
E	82	3.8%
M	72	3.4%
R	66	3.1%
K	61	2.9%
Other values (41)	745	35.0%

Common

Value	Count	Frequency (%)
	61272	38.8%
1	19800	12.5%
,	12310	7.8%
)	10127	6.4%
(	10127	6.4%
2	9095	5.8%
0	6764	4.3%
3	6192	3.9%
4	4625	2.9%
5	3898	2.5%
Other values (19)	13708	8.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	205058	56.2%
ASCII	160006	43.8%
Number Forms	40	< 0.1%
None	5	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	61272	38.3%
1	19800	12.4%
,	12310	7.7%
)	10127	6.3%
(	10127	6.3%
2	9095	5.7%
0	6764	4.2%
3	6192	3.9%
4	4625	2.9%
5	3898	2.4%
Other values (64)	15796	9.9%

Hangul

Value	Count	Frequency (%)
동	13607	6.6%
서	12405	6.0%
구	10878	5.3%
로	10769	5.3%
시	10435	5.1%
울	10197	5.0%
별	10002	4.9%
특	9993	4.9%
층	8296	4.0%
호	5769	2.8%
Other values (602)	102707	50.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	21	52.5%
Ⅰ	12	30.0%
Ⅲ	6	15.0%
Ⅳ	1	2.5%

None

Value	Count	Frequency (%)
㈜	2	40.0%
？	2	40.0%
＆	1	20.0%

소재지지번
Text

Distinct	8458
Distinct (%)	84.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	71
Median length	52
Mean length	29.0114
Min length	19

Characters and Unicode

Total characters	290114
Distinct characters	653
Distinct categories	13 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	7644 ?
Unique (%)	76.4%

Sample

1st row	서울특별시 마포구 염리동 533번지 마포자이 더 센트리지
2nd row	서울특별시 서대문구 남가좌동 388번지 DMC센트럴아이파크
3rd row	서울특별시 금천구 가산동 345번지 9호 SK트윈테크타워 B동 412(일부)호
4th row	서울특별시 마포구 서교동 380번지 17호
5th row	서울특별시 영등포구 영등포동7가 47번지 2호

Value	Count	Frequency (%)
서울특별시	10000	18.0%
강남구	1073	1.9%
1호	847	1.5%
마포구	708	1.3%
송파구	697	1.3%
강서구	561	1.0%
영등포구	551	1.0%
서초구	512	0.9%
2호	512	0.9%
3호	488	0.9%
Other values (6255)	39468	71.2%

Most occurring characters

Value	Count	Frequency (%)
	69709	24.0%
서	11963	4.1%
동	11595	4.0%
구	10711	3.7%
지	10646	3.7%
시	10335	3.6%
울	10146	3.5%
번	10070	3.5%
별	10005	3.4%
특	10003	3.4%
Other values (643)	124931	43.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	171494	59.1%
Space Separator	69709	24.0%
Decimal Number	46462	16.0%
Uppercase Letter	1077	0.4%
Dash Punctuation	745	0.3%
Lowercase Letter	228	0.1%
Other Punctuation	173	0.1%
Close Punctuation	82	< 0.1%
Open Punctuation	82	< 0.1%
Letter Number	42	< 0.1%
Other values (3)	20	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	11963	7.0%
동	11595	6.8%
구	10711	6.2%
지	10646	6.2%
시	10335	6.0%
울	10146	5.9%
번	10070	5.9%
별	10005	5.8%
특	10003	5.8%
호	8333	4.9%
Other values (567)	67687	39.5%

Uppercase Letter

Value	Count	Frequency (%)
B	88	8.2%
C	88	8.2%
S	85	7.9%
A	79	7.3%
T	71	6.6%
E	61	5.7%
M	60	5.6%
K	59	5.5%
R	54	5.0%
D	50	4.6%
Other values (16)	382	35.5%

Lowercase Letter

Value	Count	Frequency (%)
e	56	24.6%
n	27	11.8%
r	21	9.2%
o	19	8.3%
a	13	5.7%
w	13	5.7%
t	12	5.3%
i	12	5.3%
l	10	4.4%
c	9	3.9%
Other values (9)	36	15.8%

Decimal Number

Value	Count	Frequency (%)
1	9888	21.3%
2	6164	13.3%
3	5055	10.9%
4	4379	9.4%
5	3913	8.4%
6	3858	8.3%
0	3688	7.9%
7	3459	7.4%
9	3112	6.7%
8	2946	6.3%

Other Punctuation

Value	Count	Frequency (%)
,	148	85.5%
.	7	4.0%
&	5	2.9%
?	4	2.3%
/	4	2.3%
'	2	1.2%
？	2	1.2%
＆	1	0.6%

Letter Number

Value	Count	Frequency (%)
Ⅱ	21	50.0%
Ⅰ	12	28.6%
Ⅲ	8	19.0%
Ⅳ	1	2.4%

Math Symbol

Value	Count	Frequency (%)
~	15	88.2%
=	1	5.9%
+	1	5.9%

Space Separator

Value	Count	Frequency (%)
	69709	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	745	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	82	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	82	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	2	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	171496	59.1%
Common	117271	40.4%
Latin	1347	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	11963	7.0%
동	11595	6.8%
구	10711	6.2%
지	10646	6.2%
시	10335	6.0%
울	10146	5.9%
번	10070	5.9%
별	10005	5.8%
특	10003	5.8%
호	8333	4.9%
Other values (568)	67689	39.5%

Latin

Value	Count	Frequency (%)
B	88	6.5%
C	88	6.5%
S	85	6.3%
A	79	5.9%
T	71	5.3%
E	61	4.5%
M	60	4.5%
K	59	4.4%
e	56	4.2%
R	54	4.0%
Other values (39)	646	48.0%

Common

Value	Count	Frequency (%)
	69709	59.4%
1	9888	8.4%
2	6164	5.3%
3	5055	4.3%
4	4379	3.7%
5	3913	3.3%
6	3858	3.3%
0	3688	3.1%
7	3459	2.9%
9	3112	2.7%
Other values (16)	4046	3.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	171494	59.1%
ASCII	118573	40.9%
Number Forms	42	< 0.1%
None	5	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	69709	58.8%
1	9888	8.3%
2	6164	5.2%
3	5055	4.3%
4	4379	3.7%
5	3913	3.3%
6	3858	3.3%
0	3688	3.1%
7	3459	2.9%
9	3112	2.6%
Other values (59)	5348	4.5%

Hangul

Value	Count	Frequency (%)
서	11963	7.0%
동	11595	6.8%
구	10711	6.2%
지	10646	6.2%
시	10335	6.0%
울	10146	5.9%
번	10070	5.9%
별	10005	5.8%
특	10003	5.8%
호	8333	4.9%
Other values (567)	67687	39.5%

Number Forms

Value	Count	Frequency (%)
Ⅱ	21	50.0%
Ⅰ	12	28.6%
Ⅲ	8	19.0%
Ⅳ	1	2.4%

None

Value	Count	Frequency (%)
？	2	40.0%
㈜	2	40.0%
＆	1	20.0%

행정동명
Text

Distinct	424
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	11
Median length	7
Mean length	4.1797
Min length	2

Characters and Unicode

Total characters	41797
Distinct characters	188
Distinct categories	3 ?
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	6 ?
Unique (%)	0.1%

Sample

1st row	염리동
2nd row	남가좌제2동
3rd row	가산동
4th row	서교동
5th row	영등포동

Value	Count	Frequency (%)
역삼1동	264	2.6%
신사동	190	1.9%
논현1동	175	1.8%
서교동	171	1.7%
가양제1동	131	1.3%
여의동	129	1.3%
가산동	118	1.2%
성수2가제1동	116	1.2%
삼성1동	106	1.1%
대치1동	99	1.0%
Other values (414)	8501	85.0%

Most occurring characters

Value	Count	Frequency (%)
동	10047	24.0%
제	3993	9.6%
1	3450	8.3%
2	1549	3.7%
가	812	1.9%
신	753	1.8%
3	721	1.7%
성	545	1.3%
산	490	1.2%
삼	487	1.2%
Other values (178)	18950	45.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	34867	83.4%
Decimal Number	6560	15.7%
Other Punctuation	370	0.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10047	28.8%
제	3993	11.5%
가	812	2.3%
신	753	2.2%
성	545	1.6%
산	490	1.4%
삼	487	1.4%
양	466	1.3%
서	452	1.3%
로	434	1.2%
Other values (167)	16388	47.0%

Decimal Number

Value	Count	Frequency (%)
1	3450	52.6%
2	1549	23.6%
3	721	11.0%
4	481	7.3%
5	166	2.5%
6	95	1.4%
7	49	0.7%
8	40	0.6%
0	5	0.1%
9	4	0.1%

Other Punctuation

Value	Count	Frequency (%)
.	370	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	34867	83.4%
Common	6930	16.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10047	28.8%
제	3993	11.5%
가	812	2.3%
신	753	2.2%
성	545	1.6%
산	490	1.4%
삼	487	1.4%
양	466	1.3%
서	452	1.3%
로	434	1.2%
Other values (167)	16388	47.0%

Common

Value	Count	Frequency (%)
1	3450	49.8%
2	1549	22.4%
3	721	10.4%
4	481	6.9%
.	370	5.3%
5	166	2.4%
6	95	1.4%
7	49	0.7%
8	40	0.6%
0	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	34867	83.4%
ASCII	6930	16.6%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	10047	28.8%
제	3993	11.5%
가	812	2.3%
신	753	2.2%
성	545	1.6%
산	490	1.4%
삼	487	1.4%
양	466	1.3%
서	452	1.3%
로	434	1.2%
Other values (167)	16388	47.0%

ASCII

Value	Count	Frequency (%)
1	3450	49.8%
2	1549	22.4%
3	721	10.4%
4	481	6.9%
.	370	5.3%
5	166	2.4%
6	95	1.4%
7	49	0.7%
8	40	0.6%
0	5	0.1%

법정동명
Text

Distinct	413
Distinct (%)	4.1%
Missing	10
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	6
Median length	3
Mean length	3.232032
Min length	2

Characters and Unicode

Total characters	32288
Distinct characters	208
Distinct categories	2 ?
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	49 ?
Unique (%)	0.5%

Sample

1st row	염리동
2nd row	남가좌동
3rd row	가산동
4th row	서교동
5th row	영등포동7가

Value	Count	Frequency (%)
역삼동	270	2.7%
봉천동	200	2.0%
신림동	194	1.9%
논현동	189	1.9%
서초동	184	1.8%
마곡동	184	1.8%
신사동	167	1.7%
화곡동	160	1.6%
구로동	160	1.6%
상계동	140	1.4%
Other values (403)	8142	81.5%

Most occurring characters

Value	Count	Frequency (%)
동	9827	30.4%
가	1352	4.2%
신	862	2.7%
곡	507	1.6%
성	459	1.4%
수	458	1.4%
산	445	1.4%
삼	439	1.4%
로	421	1.3%
천	406	1.3%
Other values (198)	17112	53.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	31246	96.8%
Decimal Number	1042	3.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	9827	31.5%
가	1352	4.3%
신	862	2.8%
곡	507	1.6%
성	459	1.5%
수	458	1.5%
산	445	1.4%
삼	439	1.4%
로	421	1.3%
천	406	1.3%
Other values (190)	16070	51.4%

Decimal Number

Value	Count	Frequency (%)
2	334	32.1%
1	248	23.8%
3	188	18.0%
4	100	9.6%
5	80	7.7%
6	50	4.8%
7	31	3.0%
8	11	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	31246	96.8%
Common	1042	3.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	9827	31.5%
가	1352	4.3%
신	862	2.8%
곡	507	1.6%
성	459	1.5%
수	458	1.5%
산	445	1.4%
삼	439	1.4%
로	421	1.3%
천	406	1.3%
Other values (190)	16070	51.4%

Common

Value	Count	Frequency (%)
2	334	32.1%
1	248	23.8%
3	188	18.0%
4	100	9.6%
5	80	7.7%
6	50	4.8%
7	31	3.0%
8	11	1.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	31246	96.8%
ASCII	1042	3.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	9827	31.5%
가	1352	4.3%
신	862	2.8%
곡	507	1.6%
성	459	1.5%
수	458	1.5%
산	445	1.4%
삼	439	1.4%
로	421	1.3%
천	406	1.3%
Other values (190)	16070	51.4%

ASCII

Value	Count	Frequency (%)
2	334	32.1%
1	248	23.8%
3	188	18.0%
4	100	9.6%
5	80	7.7%
6	50	4.8%
7	31	3.0%
8	11	1.1%

영업장면적(㎡)
Real number (ℝ)

MISSING

Distinct	390
Distinct (%)	72.6%
Missing	9463
Missing (%)	94.6%
Infinite	0
Infinite (%)	0.0%
Mean	95.010559

Minimum	0
Maximum	1835.1
Zeros	6
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3.3
Q1	17.08
median	36.42
Q3	86.22
95-th percentile	307.994
Maximum	1835.1
Range	1835.1
Interquartile range (IQR)	69.14

Descriptive statistics

Standard deviation	193.56317
Coefficient of variation (CV)	2.0372807
Kurtosis	31.833338
Mean	95.010559
Median Absolute Deviation (MAD)	25.97
Skewness	5.1094873
Sum	51020.67
Variance	37466.703
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.3	14	0.1%
20.0	14	0.1%
10.0	9	0.1%
25.0	8	0.1%
30.0	7	0.1%
23.0	7	0.1%
110.75	6	0.1%
15.0	6	0.1%
0.0	6	0.1%
13.0	5	0.1%
Other values (380)	455	4.5%
(Missing)	9463	94.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	6	0.1%
1.0	3	< 0.1%
1.1	1	< 0.1%
1.65	3	< 0.1%
1.85	1	< 0.1%
2.0	2	< 0.1%
2.2	1	< 0.1%
2.4	1	< 0.1%
2.7	1	< 0.1%
2.8	2	< 0.1%

Value	Count	Frequency (%)
1835.1	1	< 0.1%
1683.79	1	< 0.1%
1425.26	1	< 0.1%
1193.71	1	< 0.1%
1074.79	1	< 0.1%
1070.0	3	< 0.1%
1002.0	1	< 0.1%
870.88	1	< 0.1%
834.78	1	< 0.1%
708.59	1	< 0.1%

지상_부터
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	18
Distinct (%)	0.6%
Missing	6961
Missing (%)	69.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.3405726

Minimum	0
Maximum	41
Zeros	33
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	41
Range	41
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.4498993
Coefficient of variation (CV)	1.0815522
Kurtosis	258.99268
Mean	1.3405726
Median Absolute Deviation (MAD)	0
Skewness	12.740176
Sum	4074
Variance	2.1022078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	2503	25.0%
2	319	3.2%
3	85	0.9%
0	33	0.3%
4	30	0.3%
5	22	0.2%
6	17	0.2%
7	8	0.1%
8	7	0.1%
11	4	< 0.1%
Other values (8)	11	0.1%
(Missing)	6961	69.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	0.3%
1	2503	25.0%
2	319	3.2%
3	85	0.9%
4	30	0.3%
5	22	0.2%
6	17	0.2%
7	8	0.1%
8	7	0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
41	1	< 0.1%
27	1	< 0.1%
24	1	< 0.1%
22	1	< 0.1%
16	1	< 0.1%
13	1	< 0.1%
11	4	< 0.1%
10	2	< 0.1%
9	3	< 0.1%
8	7	0.1%

지상_까지
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	17
Distinct (%)	0.6%
Missing	7005
Missing (%)	70.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.366611

Minimum	0
Maximum	41
Zeros	33
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	41
Range	41
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.4502967
Coefficient of variation (CV)	1.0612359
Kurtosis	260.15411
Mean	1.366611
Median Absolute Deviation (MAD)	0
Skewness	12.684908
Sum	4093
Variance	2.1033604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1	2404	24.0%
2	359	3.6%
3	97	1.0%
0	33	0.3%
4	32	0.3%
5	25	0.2%
6	17	0.2%
7	8	0.1%
8	6	0.1%
11	4	< 0.1%
Other values (7)	10	0.1%
(Missing)	7005	70.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	0.3%
1	2404	24.0%
2	359	3.6%
3	97	1.0%
4	32	0.3%
5	25	0.2%
6	17	0.2%
7	8	0.1%
8	6	0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
41	1	< 0.1%
27	1	< 0.1%
24	1	< 0.1%
22	1	< 0.1%
16	1	< 0.1%
11	4	< 0.1%
10	2	< 0.1%
9	3	< 0.1%
8	6	0.1%
7	8	0.1%

지하_부터
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED

Distinct	6
Distinct (%)	0.8%
Missing	9253
Missing (%)	92.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.2650602

Minimum	0
Maximum	107
Zeros	48
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	107
Range	107
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.9138713
Coefficient of variation (CV)	3.0938221
Kurtosis	716.77568
Mean	1.2650602
Median Absolute Deviation (MAD)	0
Skewness	26.503628
Sum	945
Variance	15.318389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	580	5.8%
2	100	1.0%
0	48	0.5%
3	16	0.2%
5	2	< 0.1%
107	1	< 0.1%
(Missing)	9253	92.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48	0.5%
1	580	5.8%
2	100	1.0%
3	16	0.2%
5	2	< 0.1%
107	1	< 0.1%

Value	Count	Frequency (%)
107	1	< 0.1%
5	2	< 0.1%
3	16	0.2%
2	100	1.0%
1	580	5.8%
0	48	0.5%

지하_까지
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED

Distinct	6
Distinct (%)	0.8%
Missing	9264
Missing (%)	92.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.2730978

Minimum	0
Maximum	109
Zeros	48
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	109
Range	109
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.0159728
Coefficient of variation (CV)	3.1544887
Kurtosis	707.20918
Mean	1.2730978
Median Absolute Deviation (MAD)	0
Skewness	26.335059
Sum	937
Variance	16.128037
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	568	5.7%
2	101	1.0%
0	48	0.5%
3	16	0.2%
5	2	< 0.1%
109	1	< 0.1%
(Missing)	9264	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48	0.5%
1	568	5.7%
2	101	1.0%
3	16	0.2%
5	2	< 0.1%
109	1	< 0.1%

Value	Count	Frequency (%)
109	1	< 0.1%
5	2	< 0.1%
3	16	0.2%
2	101	1.0%
1	568	5.7%
0	48	0.5%

총층수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	33
Distinct (%)	3.4%
Missing	9033
Missing (%)	90.3%
Infinite	0
Infinite (%)	0.0%
Mean	6.918304

Minimum	0
Maximum	49
Zeros	48
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	5
Q3	8
95-th percentile	19
Maximum	49
Range	49
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	6.4857341
Coefficient of variation (CV)	0.93747458
Kurtosis	6.9356695
Mean	6.918304
Median Absolute Deviation (MAD)	2
Skewness	2.2404602
Sum	6690
Variance	42.064747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
4	179	1.8%
3	140	1.4%
5	134	1.3%
6	86	0.9%
2	59	0.6%
0	48	0.5%
7	44	0.4%
1	33	0.3%
17	26	0.3%
9	24	0.2%
Other values (23)	194	1.9%
(Missing)	9033	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48	0.5%
1	33	0.3%
2	59	0.6%
3	140	1.4%
4	179	1.8%
5	134	1.3%
6	86	0.9%
7	44	0.4%
8	22	0.2%
9	24	0.2%

Value	Count	Frequency (%)
49	1	< 0.1%
43	3	< 0.1%
39	3	< 0.1%
38	1	< 0.1%
29	5	0.1%
28	3	< 0.1%
26	1	< 0.1%
25	1	< 0.1%
24	1	< 0.1%
23	4	< 0.1%

업소위치
Categorical

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

지상	6368
<NA>	2254
지하	1169
지상2층이상	172
지상+지하	35

Length

Max length	6
Median length	2
Mean length	2.5301
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
지상	6368	63.7%
<NA>	2254	22.5%
지하	1169	11.7%
지상2층이상	172	1.7%
지상+지하	35	0.4%
도선	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
지상	6368	63.7%
na	2254	22.5%
지하	1169	11.7%
지상2층이상	172	1.7%
지상+지하	35	0.4%
도선	2	< 0.1%

Heatmap
Table

	시군구코드	업종명	업태명	허가신고일	교부번호	영업장면적(㎡)	지상_부터	지상_까지	지하_부터	지하_까지	총층수	업소위치
시군구코드	1.000	0.133	0.257	0.000	0.000	0.000	0.024	0.000	0.193	0.192	0.509	0.220
업종명	0.133	1.000	1.000	0.109	0.110	0.649	0.507	0.644	0.000	0.000	0.111	0.231
업태명	0.257	1.000	1.000	0.133	0.118	0.798	0.675	0.781	0.185	0.182	0.000	0.271
허가신고일	0.000	0.109	0.133	1.000	0.982	0.111	0.021	0.019	0.000	0.000	0.000	0.046
교부번호	0.000	0.110	0.118	0.982	1.000	0.085	0.034	0.031	0.017	0.018	0.000	0.054
영업장면적(㎡)	0.000	0.649	0.798	0.111	0.085	1.000	0.350	0.338	NaN	NaN	0.000	0.227
지상_부터	0.024	0.507	0.675	0.021	0.034	0.350	1.000	1.000	NaN	NaN	0.119	0.000
지상_까지	0.000	0.644	0.781	0.019	0.031	0.338	1.000	1.000	NaN	NaN	0.119	0.000
지하_부터	0.193	0.000	0.185	0.000	0.017	NaN	NaN	NaN	1.000	0.705	NaN	0.000
지하_까지	0.192	0.000	0.182	0.000	0.018	NaN	NaN	NaN	0.705	1.000	NaN	0.000
총층수	0.509	0.111	0.000	0.000	0.000	0.000	0.119	0.119	NaN	NaN	1.000	0.077
업소위치	0.220	0.231	0.271	0.046	0.054	0.227	0.000	0.000	0.000	0.000	0.077	1.000

Heatmap
Table

	업종명	업소위치
업종명	1.000	0.101
업소위치	0.101	1.000

Heatmap
Table

	시군구코드	허가신고일	교부번호	영업장면적(㎡)	지상_부터	지상_까지	지하_부터	지하_까지	총층수	업종명	업소위치
시군구코드	1.000	0.017	0.537	0.045	-0.023	-0.044	0.082	0.087	0.138	0.044	0.089
허가신고일	0.017	1.000	0.689	0.029	-0.001	-0.014	0.001	0.007	0.062	0.051	0.038
교부번호	0.537	0.689	1.000	0.052	-0.010	-0.031	0.009	0.014	0.086	0.052	0.044
영업장면적(㎡)	0.045	0.029	0.052	1.000	0.101	0.140	-0.092	-0.092	-0.179	0.341	0.146
지상_부터	-0.023	-0.001	-0.010	0.101	1.000	0.940	0.083	0.083	0.210	0.297	0.000
지상_까지	-0.044	-0.014	-0.031	0.140	0.940	1.000	0.169	0.169	0.184	0.415	0.000
지하_부터	0.082	0.001	0.009	-0.092	0.083	0.169	1.000	0.994	0.640	0.000	0.000
지하_까지	0.087	0.007	0.014	-0.092	0.083	0.169	0.994	1.000	0.644	0.000	0.000
총층수	0.138	0.062	0.086	-0.179	0.210	0.184	0.640	0.644	1.000	0.054	0.050
업종명	0.044	0.051	0.052	0.341	0.297	0.415	0.000	0.000	0.054	1.000	0.101
업소위치	0.089	0.038	0.044	0.146	0.000	0.000	0.000	0.000	0.050	0.101	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	시군구코드	업종명	업태명	허가신고일	폐업일자	교부번호	업소명	소재지도로명	소재지지번	행정동명	법정동명	영업장면적(㎡)	지상_부터	지상_까지	지하_부터	지하_까지	총층수	업소위치
1773	3130000	즉석판매제조가공업	즉석판매제조가공업	20240425	<NA>	20240097789	아미까(Amigga)	서울특별시 마포구 숭문길 98, 1층 109호 (염리동, 마포자이 더 센트리지)	서울특별시 마포구 염리동 533번지 마포자이 더 센트리지	염리동	염리동	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	지상
3041	3120000	건강기능식품일반판매업	전자상거래(통신판매업)	20240415	<NA>	20240093324	황금쇼핑gs	서울특별시 서대문구 증가로 150, 101동 902호 (남가좌동, DMC센트럴아이파크)	서울특별시 서대문구 남가좌동 388번지 DMC센트럴아이파크	남가좌제2동	남가좌동	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8180	3170000	건강기능식품일반판매업	전자상거래(통신판매업)	20240214	<NA>	20240118124	더한커머스	서울특별시 금천구 가산디지털1로 119, SK트윈테크타워 B동 412(일부)호 (가산동)	서울특별시 금천구 가산동 345번지 9호 SK트윈테크타워 B동 412(일부)호	가산동	가산동	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	지상
3115	3130000	휴게음식점	기타 휴게음식점	20240412	<NA>	20240097700	사계 김밥	서울특별시 마포구 양화로7안길 38, 1층 (서교동)	서울특별시 마포구 서교동 380번지 17호	서교동	서교동	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	지상
14560	3180000	위탁급식영업	위탁급식영업	20231120	<NA>	20230116323	JF 한국우편사업진흥원점	서울특별시 영등포구 영중로 83, 직원식당 8층 (영등포동7가)	서울특별시 영등포구 영등포동7가 47번지 2호	영등포동	영등포동7가	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	지상
17557	3220000	건강기능식품일반판매업	전자상거래(통신판매업)	20231013	<NA>	20230140789	이지기획	서울특별시 강남구 강남대로114길 19, 2층 (논현동)	서울특별시 강남구 논현동 184번지 19호	논현1동	논현동	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	지상
23366	3160000	휴게음식점	커피숍	20230726	<NA>	20230106953	시스터즈 쿠키(sisters cookie)	서울특별시 구로구 서해안로34가길 19, 101호 (개봉동)	서울특별시 구로구 개봉동 309번지 32호	개봉제2동	개봉동	<NA>	1	1	<NA>	<NA>	<NA>	<NA>
30222	3130000	일반음식점	기타	20230503	<NA>	20230092985	환대(hwandae)	서울특별시 마포구 연남로1길 70, 신원빌딩 1층 (연남동)	서울특별시 마포구 연남동 564번지 20호 신원빌딩	연남동	연남동	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	지상
14353	3020000	휴게음식점	기타 휴게음식점	20231122	<NA>	20230046193	소복소복	서울특별시 용산구 한강대로23길 55, 이마트 지하2층 (한강로3가)	서울특별시 용산구 한강로3가 40번지 999호 용산역	한강로동	한강로3가	<NA>	<NA>	<NA>	2	2	29	<NA>
5878	3220000	유통전문판매업	유통전문판매업	20240312	<NA>	20240144921	팩브라더	서울특별시 강남구 학동로55길 12-11, 지하2층 (청담동)	서울특별시 강남구 청담동 39번지 9호	청담동	청담동	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	지하

	시군구코드	업종명	업태명	허가신고일	폐업일자	교부번호	업소명	소재지도로명	소재지지번	행정동명	법정동명	영업장면적(㎡)	지상_부터	지상_까지	지하_부터	지하_까지	총층수	업소위치
26308	3150000	건강기능식품일반판매업	전자상거래(통신판매업)	20230620	<NA>	20230102126	비타닥터	서울특별시 강서구 공항대로43길 39, 1103동 202호 (등촌동, 등촌주공아파트11단지)	서울특별시 강서구 등촌동 705번지 6호 1103 등촌주공아파트11단지-202	등촌제3동	등촌동	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	지상
14998	3020000	일반음식점	일식	20231114	<NA>	20230046168	갓텐스시 서울역점	서울특별시 용산구 청파로 378, 3층 211호 (동자동)	서울특별시 용산구 동자동 43번지 205호 한국철도공사	남영동	동자동	<NA>	3	3	<NA>	<NA>	<NA>	<NA>
24422	3070000	휴게음식점	일반조리판매	20230713	<NA>	20230067739	우리함께라면	서울특별시 성북구 돌곶이로22길 12, 1층 (석관동)	서울특별시 성북구 석관동 202번지 20호	석관동	석관동	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	지상
12887	3100000	일반음식점	호프/통닭	20231211	<NA>	20230080249	부어치킨 노원점	서울특별시 노원구 동일로 1493, 상계주공아파트(10단지) 106호 (상계동)	서울특별시 노원구 상계동 666번지 3호 상계주공아파트(10단지)	상계8동	상계동	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4818	3180000	일반음식점	한식	20240325	<NA>	20240121524	더본 테이스티	서울특별시 영등포구 여의대로 128, 지하1층 (여의도동)	서울특별시 영등포구 여의도동 20번지	여의동	여의도동	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	지하
33669	3180000	일반음식점	중국식	20230324	<NA>	20230114539	신국밥	서울특별시 영등포구 디지털로 382-1, 1층 (대림동)	서울특별시 영등포구 대림동 1032번지 5호	신길제5동	대림동	<NA>	1	1	<NA>	<NA>	<NA>	지상
18679	3230000	일반음식점	기타	20230922	<NA>	20230149174	Bunny Butt(버니버트)	서울특별시 송파구 오금로15길 7-20, 1층 (방이동)	서울특별시 송파구 방이동 68번지 9호	방이2동	방이동	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	지상
31349	3060000	즉석판매제조가공업	즉석판매제조가공업	20230419	<NA>	20230062346	지니양과점	서울특별시 중랑구 면목로35길 22, 1층 (면목동)	서울특별시 중랑구 면목동 661번지 14호	면목제7동	면목동	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	지상
26439	3200000	일반음식점	한식	20230619	<NA>	20230124749	빙수바보, 빙식이	서울특별시 관악구 은천로 143, 관악동부센트레빌아파트 상가동 지1층 비101호 (봉천동)	서울특별시 관악구 봉천동 1719번지 1호 관악동부센트레빌아파트	성현동	봉천동	<NA>	<NA>	<NA>	1	1	<NA>	<NA>
31727	3070000	일반음식점	기타	20230414	<NA>	20230067379	루나	서울특별시 성북구 보문로34길 68-5, 지하1층 (동선동2가)	서울특별시 성북구 동선동2가 135번지 19호	동선동	동선동2가	<NA>	<NA>	<NA>	1	1	<NA>	지하

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Punctuation

Close Punctuation

Open Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Math Symbol

Other Symbol

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Connector Punctuation

Modifier Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Hiragana

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

CJK

Compat Jamo

Hiragana

Misc Symbols

Letterlike Symbols

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Letter Number

Math Symbol

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Connector Punctuation

Other Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Number Forms

None