gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.2 MiB
Average record size in memory	129.0 B

Variable types

Categorical	3
Numeric	8
Text	3

Dataset

Description	기준_년분기_코드,상권_구분_코드,상권_구분_코드_명,상권_코드,상권_코드_명,서비스_업종_코드,서비스_업종_코드_명,점포_수,유사_업종_점포_수,개업_율,개업_점포_수,폐업_률,폐업_점포_수,프랜차이즈_점포_수
Author	서울신용보증재단
URL	https://data.seoul.go.kr/dataList/OA-15577/S/1/datasetView.do

Alerts

`상권_구분_코드_명` is highly overall correlated with `상권_코드` and 1 other fields	High correlation
`상권_구분_코드` is highly overall correlated with `상권_코드` and 1 other fields	High correlation
`상권_코드` is highly overall correlated with `상권_구분_코드` and 1 other fields	High correlation
`점포_수` is highly overall correlated with `유사_업종_점포_수`	High correlation
`유사_업종_점포_수` is highly overall correlated with `점포_수`	High correlation
`개업_율` is highly overall correlated with `개업_점포_수`	High correlation
`개업_점포_수` is highly overall correlated with `개업_율`	High correlation
`폐업_률` is highly overall correlated with `폐업_점포_수`	High correlation
`폐업_점포_수` is highly overall correlated with `폐업_률`	High correlation
`프랜차이즈_점포_수` is highly skewed (γ1 = 24.97316903)	Skewed
`점포_수` has 377 (3.8%) zeros	Zeros
`개업_율` has 9173 (91.7%) zeros	Zeros
`개업_점포_수` has 9169 (91.7%) zeros	Zeros
`폐업_률` has 9000 (90.0%) zeros	Zeros
`폐업_점포_수` has 8924 (89.2%) zeros	Zeros
`프랜차이즈_점포_수` has 8535 (85.4%) zeros	Zeros

Reproduction

Analysis started	2024-05-03 23:31:25.364681
Analysis finished	2024-05-03 23:31:47.538875
Duration	22.17 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준_년분기_코드
Categorical

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

20231	7641
20232	2359

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20232
2nd row	20231
3rd row	20231
4th row	20231
5th row	20231

Common Values

Value	Count	Frequency (%)
20231	7641	76.4%
20232	2359	23.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20231	7641	76.4%
20232	2359	23.6%

상권_구분_코드
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

A	7038
D	1768
R	1067
U	127

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	D
5th row	R

Common Values

Value	Count	Frequency (%)
A	7038	70.4%
D	1768	17.7%
R	1067	10.7%
U	127	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
a	7038	70.4%
d	1768	17.7%
r	1067	10.7%
u	127	1.3%

상권_구분_코드_명
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

골목상권	7038
발달상권	1768
전통시장	1067
관광특구	127

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	골목상권
2nd row	골목상권
3rd row	골목상권
4th row	발달상권
5th row	전통시장

Common Values

Value	Count	Frequency (%)
골목상권	7038	70.4%
발달상권	1768	17.7%
전통시장	1067	10.7%
관광특구	127	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
골목상권	7038	70.4%
발달상권	1768	17.7%
전통시장	1067	10.7%
관광특구	127	1.3%

상권_코드
Real number (ℝ)

HIGH CORRELATION

Distinct	1596
Distinct (%)	16.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3112885.8

Minimum	3001491
Maximum	3130327
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3001491
5-th percentile	3110055
Q1	3110273.8
median	3110584
Q3	3120049.2
95-th percentile	3130179
Maximum	3130327
Range	128836
Interquartile range (IQR)	9775.5

Descriptive statistics

Standard deviation	14247.219
Coefficient of variation (CV)	0.0045768525
Kurtosis	44.733709
Mean	3112885.8
Median Absolute Deviation (MAD)	398
Skewness	-5.8614647
Sum	3.1128858 × 10¹⁰
Variance	2.0298326 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3110297	24	0.2%
3110316	24	0.2%
3001495	23	0.2%
3001491	23	0.2%
3001494	23	0.2%
3110272	22	0.2%
3001493	21	0.2%
3110502	21	0.2%
3110260	20	0.2%
3110399	20	0.2%
Other values (1586)	9779	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3001491	23	0.2%
3001492	19	0.2%
3001493	21	0.2%
3001494	23	0.2%
3001495	23	0.2%
3001496	18	0.2%
3110001	8	0.1%
3110002	7	0.1%
3110003	11	0.1%
3110004	7	0.1%

Value	Count	Frequency (%)
3130327	4	< 0.1%
3130326	4	< 0.1%
3130325	2	< 0.1%
3130324	3	< 0.1%
3130323	4	< 0.1%
3130322	3	< 0.1%
3130321	2	< 0.1%
3130320	6	0.1%
3130319	6	0.1%
3130318	10	0.1%

상권_코드_명
Text

Distinct	1596
Distinct (%)	16.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	32
Median length	28
Mean length	7.2696
Min length	2

Characters and Unicode

Total characters	72696
Distinct characters	446
Distinct categories	9 ?
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	107 ?
Unique (%)	1.1%

Sample

1st row	응암1동주민센터
2nd row	송파역 2번
3rd row	신림우방아파트
4th row	논현역
5th row	동대문종합시장(동대문종합시장 신관, 동대문종합시장D동상가)

Value	Count	Frequency (%)
1번	519	3.9%
2번	439	3.3%
3번	409	3.1%
4번	341	2.6%
5번	180	1.4%
6번	132	1.0%
관광특구	127	1.0%
7번	103	0.8%
8번	100	0.8%
연신내역	57	0.4%
Other values (1467)	10868	81.9%

Most occurring characters

Value	Count	Frequency (%)
역	3787	5.2%
	3275	4.5%
번	2481	3.4%
동	2249	3.1%
교	1787	2.5%
학	1680	2.3%
장	1479	2.0%
시	1364	1.9%
대	1232	1.7%
등	1206	1.7%
Other values (436)	52156	71.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	63184	86.9%
Decimal Number	3511	4.8%
Space Separator	3275	4.5%
Close Punctuation	1147	1.6%
Open Punctuation	1147	1.6%
Uppercase Letter	213	0.3%
Other Punctuation	178	0.2%
Connector Punctuation	22	< 0.1%
Lowercase Letter	19	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
역	3787	6.0%
번	2481	3.9%
동	2249	3.6%
교	1787	2.8%
학	1680	2.7%
장	1479	2.3%
시	1364	2.2%
대	1232	1.9%
등	1206	1.9%
구	1112	1.8%
Other values (398)	44807	70.9%

Uppercase Letter

Value	Count	Frequency (%)
K	41	19.2%
T	27	12.7%
G	24	11.3%
B	20	9.4%
D	17	8.0%
S	16	7.5%
C	14	6.6%
H	13	6.1%
N	13	6.1%
M	11	5.2%
Other values (4)	17	8.0%

Decimal Number

Value	Count	Frequency (%)
1	1010	28.8%
2	676	19.3%
3	594	16.9%
4	453	12.9%
5	261	7.4%
6	165	4.7%
8	127	3.6%
7	124	3.5%
9	71	2.0%
0	30	0.9%

Other Punctuation

Value	Count	Frequency (%)
,	126	70.8%
?	23	12.9%
.	15	8.4%
&	9	5.1%
!	5	2.8%

Lowercase Letter

Value	Count	Frequency (%)
a	9	47.4%
h	4	21.1%
t	2	10.5%
m	2	10.5%
e	2	10.5%

Space Separator

Value	Count	Frequency (%)
	3275	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1147	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1147	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	63184	86.9%
Common	9280	12.8%
Latin	232	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
역	3787	6.0%
번	2481	3.9%
동	2249	3.6%
교	1787	2.8%
학	1680	2.7%
장	1479	2.3%
시	1364	2.2%
대	1232	1.9%
등	1206	1.9%
구	1112	1.8%
Other values (398)	44807	70.9%

Common

Value	Count	Frequency (%)
	3275	35.3%
)	1147	12.4%
(	1147	12.4%
1	1010	10.9%
2	676	7.3%
3	594	6.4%
4	453	4.9%
5	261	2.8%
6	165	1.8%
8	127	1.4%
Other values (9)	425	4.6%

Latin

Value	Count	Frequency (%)
K	41	17.7%
T	27	11.6%
G	24	10.3%
B	20	8.6%
D	17	7.3%
S	16	6.9%
C	14	6.0%
H	13	5.6%
N	13	5.6%
M	11	4.7%
Other values (9)	36	15.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	63184	86.9%
ASCII	9512	13.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
역	3787	6.0%
번	2481	3.9%
동	2249	3.6%
교	1787	2.8%
학	1680	2.7%
장	1479	2.3%
시	1364	2.2%
대	1232	1.9%
등	1206	1.9%
구	1112	1.8%
Other values (398)	44807	70.9%

ASCII

Value	Count	Frequency (%)
	3275	34.4%
)	1147	12.1%
(	1147	12.1%
1	1010	10.6%
2	676	7.1%
3	594	6.2%
4	453	4.8%
5	261	2.7%
6	165	1.7%
8	127	1.3%
Other values (28)	657	6.9%

서비스_업종_코드
Text

Distinct	100
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	80000
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CS300013
2nd row	CS200029
3rd row	CS100001
4th row	CS200039
5th row	CS300011

Value	Count	Frequency (%)
cs100001	216	2.2%
cs300011	215	2.1%
cs100010	206	2.1%
cs200033	202	2.0%
cs300043	201	2.0%
cs300001	200	2.0%
cs100008	194	1.9%
cs200028	188	1.9%
cs300002	185	1.8%
cs300010	168	1.7%
Other values (90)	8025	80.2%

Most occurring characters

Value	Count	Frequency (%)
0	34371	43.0%
C	10000	12.5%
S	10000	12.5%
3	7799	9.7%
2	6683	8.4%
1	4916	6.1%
4	1737	2.2%
8	1090	1.4%
5	903	1.1%
7	892	1.1%
Other values (2)	1609	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	60000	75.0%
Uppercase Letter	20000	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	34371	57.3%
3	7799	13.0%
2	6683	11.1%
1	4916	8.2%
4	1737	2.9%
8	1090	1.8%
5	903	1.5%
7	892	1.5%
6	864	1.4%
9	745	1.2%

Uppercase Letter

Value	Count	Frequency (%)
C	10000	50.0%
S	10000	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60000	75.0%
Latin	20000	25.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	34371	57.3%
3	7799	13.0%
2	6683	11.1%
1	4916	8.2%
4	1737	2.9%
8	1090	1.8%
5	903	1.5%
7	892	1.5%
6	864	1.4%
9	745	1.2%

Latin

Value	Count	Frequency (%)
C	10000	50.0%
S	10000	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	80000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	34371	43.0%
C	10000	12.5%
S	10000	12.5%
3	7799	9.7%
2	6683	8.4%
1	4916	6.1%
4	1737	2.2%
8	1090	1.4%
5	903	1.1%
7	892	1.1%
Other values (2)	1609	2.0%

서비스_업종_코드_명
Text

Distinct	100
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	12
Median length	8
Mean length	4.3354
Min length	2

Characters and Unicode

Total characters	43354
Distinct characters	163
Distinct categories	5 ?
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	0 ?
Unique (%)	0.0%

Sample

1st row	유아의류
2nd row	네일숍
3rd row	한식음식점
4th row	DVD방
5th row	일반의류

Value	Count	Frequency (%)
한식음식점	216	2.1%
일반의류	215	2.1%
커피-음료	206	2.0%
부동산중개업	202	2.0%
전자상거래업	201	2.0%
슈퍼마켓	200	2.0%
분식전문점	194	1.9%
미용실	188	1.8%
편의점	185	1.8%
반찬가게	168	1.6%
Other values (94)	8278	80.7%

Most occurring characters

Value	Count	Frequency (%)
점	1838	4.2%
식	1518	3.5%
품	1199	2.8%
의	1137	2.6%
음	909	2.1%
원	855	2.0%
전	830	1.9%
동	789	1.8%
일	754	1.7%
사	689	1.6%
Other values (153)	32836	75.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	42422	97.9%
Dash Punctuation	338	0.8%
Space Separator	253	0.6%
Uppercase Letter	204	0.5%
Other Punctuation	137	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	1838	4.3%
식	1518	3.6%
품	1199	2.8%
의	1137	2.7%
음	909	2.1%
원	855	2.0%
전	830	2.0%
동	789	1.9%
일	754	1.8%
사	689	1.6%
Other values (146)	31904	75.2%

Uppercase Letter

Value	Count	Frequency (%)
C	69	33.8%
P	69	33.8%
D	44	21.6%
V	22	10.8%

Dash Punctuation

Value	Count	Frequency (%)
-	338	100.0%

Space Separator

Value	Count	Frequency (%)
	253	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	137	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	42422	97.9%
Common	728	1.7%
Latin	204	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	1838	4.3%
식	1518	3.6%
품	1199	2.8%
의	1137	2.7%
음	909	2.1%
원	855	2.0%
전	830	2.0%
동	789	1.9%
일	754	1.8%
사	689	1.6%
Other values (146)	31904	75.2%

Latin

Value	Count	Frequency (%)
C	69	33.8%
P	69	33.8%
D	44	21.6%
V	22	10.8%

Common

Value	Count	Frequency (%)
-	338	46.4%
	253	34.8%
/	137	18.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	42422	97.9%
ASCII	932	2.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
점	1838	4.3%
식	1518	3.6%
품	1199	2.8%
의	1137	2.7%
음	909	2.1%
원	855	2.0%
전	830	2.0%
동	789	1.9%
일	754	1.8%
사	689	1.6%
Other values (146)	31904	75.2%

ASCII

Value	Count	Frequency (%)
-	338	36.3%
	253	27.1%
/	137	14.7%
C	69	7.4%
P	69	7.4%
D	44	4.7%
V	22	2.4%

점포_수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	123
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.4303

Minimum	0
Maximum	849
Zeros	377
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	4
95-th percentile	17
Maximum	849
Range	849
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	20.114686
Coefficient of variation (CV)	3.7041575
Kurtosis	517.58214
Mean	5.4303
Median Absolute Deviation (MAD)	1
Skewness	18.708663
Sum	54303
Variance	404.6006
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3901	39.0%
2	1744	17.4%
3	1047	10.5%
4	622	6.2%
5	417	4.2%
0	377	3.8%
6	277	2.8%
7	235	2.4%
8	174	1.7%
9	149	1.5%
Other values (113)	1057	10.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	377	3.8%
1	3901	39.0%
2	1744	17.4%
3	1047	10.5%
4	622	6.2%
5	417	4.2%
6	277	2.8%
7	235	2.4%
8	174	1.7%
9	149	1.5%

Value	Count	Frequency (%)
849	1	< 0.1%
578	1	< 0.1%
452	1	< 0.1%
419	1	< 0.1%
401	1	< 0.1%
385	1	< 0.1%
372	1	< 0.1%
354	1	< 0.1%
336	2	< 0.1%
326	1	< 0.1%

유사_업종_점포_수
Real number (ℝ)

HIGH CORRELATION

Distinct	136
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.8648

Minimum	0
Maximum	849
Zeros	76
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	5
95-th percentile	18.05
Maximum	849
Range	849
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	20.916469
Coefficient of variation (CV)	3.566442
Kurtosis	459.72128
Mean	5.8648
Median Absolute Deviation (MAD)	1
Skewness	17.651846
Sum	58648
Variance	437.49867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3843	38.4%
2	1802	18.0%
3	1095	10.9%
4	640	6.4%
5	455	4.5%
6	325	3.2%
7	256	2.6%
8	186	1.9%
9	170	1.7%
10	128	1.3%
Other values (126)	1100	11.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	76	0.8%
1	3843	38.4%
2	1802	18.0%
3	1095	10.9%
4	640	6.4%
5	455	4.5%
6	325	3.2%
7	256	2.6%
8	186	1.9%
9	170	1.7%

Value	Count	Frequency (%)
849	1	< 0.1%
578	1	< 0.1%
452	1	< 0.1%
437	1	< 0.1%
420	1	< 0.1%
401	1	< 0.1%
373	1	< 0.1%
363	1	< 0.1%
339	1	< 0.1%
336	1	< 0.1%

개업_율
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0833

Minimum	0
Maximum	100
Zeros	9173
Zeros (%)	91.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	11
Maximum	100
Range	100
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	10.57598
Coefficient of variation (CV)	5.0765515
Kurtosis	58.561447
Mean	2.0833
Median Absolute Deviation (MAD)	0
Skewness	7.2314642
Sum	20833
Variance	111.85135
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	9173	91.7%
100	78	0.8%
50	75	0.8%
33	61	0.6%
20	60	0.6%
25	58	0.6%
17	50	0.5%
4	40	0.4%
7	39	0.4%
13	39	0.4%
Other values (23)	327	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9173	91.7%
1	10	0.1%
2	31	0.3%
3	38	0.4%
4	40	0.4%
5	38	0.4%
6	37	0.4%
7	39	0.4%
8	33	0.3%
9	32	0.3%

Value	Count	Frequency (%)
100	78	0.8%
67	2	< 0.1%
50	75	0.8%
44	1	< 0.1%
40	3	< 0.1%
36	1	< 0.1%
33	61	0.6%
29	3	< 0.1%
25	58	0.6%
23	1	< 0.1%

개업_점포_수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1205

Minimum	0
Maximum	15
Zeros	9169
Zeros (%)	91.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	15
Range	15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.56339284
Coefficient of variation (CV)	4.6754592
Kurtosis	199.84309
Mean	0.1205
Median Absolute Deviation (MAD)	0
Skewness	11.222106
Sum	1205
Variance	0.31741149
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	9169	91.7%
1	665	6.7%
2	90	0.9%
3	35	0.4%
4	20	0.2%
11	4	< 0.1%
6	4	< 0.1%
5	4	< 0.1%
7	4	< 0.1%
9	1	< 0.1%
Other values (4)	4	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9169	91.7%
1	665	6.7%
2	90	0.9%
3	35	0.4%
4	20	0.2%
5	4	< 0.1%
6	4	< 0.1%
7	4	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
15	1	< 0.1%
14	1	< 0.1%
13	1	< 0.1%
11	4	< 0.1%
9	1	< 0.1%
8	1	< 0.1%
7	4	< 0.1%
6	4	< 0.1%
5	4	< 0.1%
4	20	0.2%

폐업_률
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4899

Minimum	0
Maximum	200
Zeros	9000
Zeros (%)	90.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	13
Maximum	200
Range	200
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11.870762
Coefficient of variation (CV)	4.7675657
Kurtosis	57.846399
Mean	2.4899
Median Absolute Deviation (MAD)	0
Skewness	6.96695
Sum	24899
Variance	140.91499
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	9000	90.0%
50	99	1.0%
100	92	0.9%
33	64	0.6%
20	59	0.6%
3	54	0.5%
4	51	0.5%
7	50	0.5%
8	50	0.5%
6	49	0.5%
Other values (23)	432	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9000	90.0%
1	24	0.2%
2	45	0.4%
3	54	0.5%
4	51	0.5%
5	48	0.5%
6	49	0.5%
7	50	0.5%
8	50	0.5%
9	33	0.3%

Value	Count	Frequency (%)
200	2	< 0.1%
100	92	0.9%
67	6	0.1%
57	1	< 0.1%
50	99	1.0%
40	7	0.1%
38	1	< 0.1%
33	64	0.6%
29	5	0.1%
25	43	0.4%

폐업_점포_수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1619

Minimum	0
Maximum	23
Zeros	8924
Zeros (%)	89.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	23
Range	23
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.69680481
Coefficient of variation (CV)	4.303921
Kurtosis	284.18077
Mean	0.1619
Median Absolute Deviation (MAD)	0
Skewness	12.750921
Sum	1619
Variance	0.48553694
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	8924	89.2%
1	832	8.3%
2	148	1.5%
3	37	0.4%
4	22	0.2%
5	15	0.1%
6	6	0.1%
8	4	< 0.1%
7	3	< 0.1%
11	2	< 0.1%
Other values (7)	7	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8924	89.2%
1	832	8.3%
2	148	1.5%
3	37	0.4%
4	22	0.2%
5	15	0.1%
6	6	0.1%
7	3	< 0.1%
8	4	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
23	1	< 0.1%
21	1	< 0.1%
16	1	< 0.1%
14	1	< 0.1%
13	1	< 0.1%
11	2	< 0.1%
10	1	< 0.1%
9	1	< 0.1%
8	4	< 0.1%
7	3	< 0.1%

프랜차이즈_점포_수
Real number (ℝ)

SKEWED ZEROS

Distinct	37
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4345

Minimum	0
Maximum	127
Zeros	8535
Zeros (%)	85.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	127
Range	127
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.5961093
Coefficient of variation (CV)	5.9749352
Kurtosis	944.69795
Mean	0.4345
Median Absolute Deviation (MAD)	0
Skewness	24.973169
Sum	4345
Variance	6.7397837
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	8535	85.4%
1	763	7.6%
2	283	2.8%
3	126	1.3%
4	92	0.9%
5	53	0.5%
6	36	0.4%
7	22	0.2%
8	20	0.2%
9	13	0.1%
Other values (27)	57	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8535	85.4%
1	763	7.6%
2	283	2.8%
3	126	1.3%
4	92	0.9%
5	53	0.5%
6	36	0.4%
7	22	0.2%
8	20	0.2%
9	13	0.1%

Value	Count	Frequency (%)
127	1	< 0.1%
105	1	< 0.1%
63	1	< 0.1%
62	1	< 0.1%
52	1	< 0.1%
46	1	< 0.1%
45	1	< 0.1%
33	1	< 0.1%
32	1	< 0.1%
31	1	< 0.1%

Heatmap
Table

	기준_년분기_코드	상권_구분_코드	상권_구분_코드_명	상권_코드	서비스_업종_코드	서비스_업종_코드_명	점포_수	유사_업종_점포_수	개업_율	개업_점포_수	폐업_률	폐업_점포_수	프랜차이즈_점포_수
기준_년분기_코드	1.000	0.516	0.516	0.214	0.078	0.078	0.014	0.014	0.044	0.023	0.000	0.000	0.030
상권_구분_코드	0.516	1.000	1.000	1.000	0.244	0.244	0.238	0.262	0.027	0.195	0.000	0.173	0.163
상권_구분_코드_명	0.516	1.000	1.000	1.000	0.244	0.244	0.238	0.262	0.027	0.195	0.000	0.173	0.163
상권_코드	0.214	1.000	1.000	1.000	0.250	0.250	0.211	0.228	0.030	0.234	0.000	0.139	0.204
서비스_업종_코드	0.078	0.244	0.244	0.250	1.000	1.000	0.000	0.000	0.256	0.188	0.098	0.141	0.077
서비스_업종_코드_명	0.078	0.244	0.244	0.250	1.000	1.000	0.000	0.000	0.256	0.188	0.098	0.141	0.077
점포_수	0.014	0.238	0.238	0.211	0.000	0.000	1.000	0.997	0.000	0.483	0.000	0.914	0.365
유사_업종_점포_수	0.014	0.262	0.262	0.228	0.000	0.000	0.997	1.000	0.000	0.580	0.000	0.896	0.490
개업_율	0.044	0.027	0.027	0.030	0.256	0.256	0.000	0.000	1.000	0.243	0.271	0.000	0.000
개업_점포_수	0.023	0.195	0.195	0.234	0.188	0.188	0.483	0.580	0.243	1.000	0.000	0.635	0.716
폐업_률	0.000	0.000	0.000	0.000	0.098	0.098	0.000	0.000	0.271	0.000	1.000	0.000	0.000
폐업_점포_수	0.000	0.173	0.173	0.139	0.141	0.141	0.914	0.896	0.000	0.635	0.000	1.000	0.431
프랜차이즈_점포_수	0.030	0.163	0.163	0.204	0.077	0.077	0.365	0.490	0.000	0.716	0.000	0.431	1.000

Heatmap
Table

	상권_구분_코드_명	상권_구분_코드	기준_년분기_코드
상권_구분_코드_명	1.000	1.000	0.351
상권_구분_코드	1.000	1.000	0.351
기준_년분기_코드	0.351	0.351	1.000

Heatmap
Table

	상권_코드	점포_수	유사_업종_점포_수	개업_율	개업_점포_수	폐업_률	폐업_점포_수	프랜차이즈_점포_수	기준_년분기_코드	상권_구분_코드	상권_구분_코드_명
상권_코드	1.000	0.115	0.121	0.011	0.014	0.065	0.062	0.067	0.351	1.000	1.000
점포_수	0.115	1.000	0.932	0.267	0.283	0.293	0.262	0.097	0.010	0.109	0.109
유사_업종_점포_수	0.121	0.932	1.000	0.280	0.296	0.321	0.287	0.342	0.010	0.120	0.120
개업_율	0.011	0.267	0.280	1.000	0.995	0.262	0.261	0.210	0.046	0.014	0.014
개업_점포_수	0.014	0.283	0.296	0.995	1.000	0.279	0.280	0.223	0.028	0.117	0.117
폐업_률	0.065	0.293	0.321	0.262	0.279	1.000	0.958	0.205	0.000	0.000	0.000
폐업_점포_수	0.062	0.262	0.287	0.261	0.280	0.958	1.000	0.202	0.000	0.078	0.078
프랜차이즈_점포_수	0.067	0.097	0.342	0.210	0.223	0.205	0.202	1.000	0.032	0.113	0.113
기준_년분기_코드	0.351	0.010	0.010	0.046	0.028	0.000	0.000	0.032	1.000	0.351	0.351
상권_구분_코드	1.000	0.109	0.120	0.014	0.117	0.000	0.078	0.113	0.351	1.000	1.000
상권_구분_코드_명	1.000	0.109	0.120	0.014	0.117	0.000	0.078	0.113	0.351	1.000	1.000

Count
Matrix

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.

First rows
Last rows

	기준_년분기_코드	상권_구분_코드	상권_구분_코드_명	상권_코드	상권_코드_명	서비스_업종_코드	서비스_업종_코드_명	점포_수	유사_업종_점포_수	개업_율	개업_점포_수	폐업_률	폐업_점포_수	프랜차이즈_점포_수
97245	20232	A	골목상권	3110478	응암1동주민센터	CS300013	유아의류	1	1	0	0	0	0	0
43805	20231	A	골목상권	3111016	송파역 2번	CS200029	네일숍	1	1	0	0	0	0	0
37753	20231	A	골목상권	3110864	신림우방아파트	CS100001	한식음식점	5	6	17	1	0	0	1
60336	20231	D	발달상권	3120185	논현역	CS200039	DVD방	2	2	50	1	50	1	0
65613	20231	R	전통시장	3130012	동대문종합시장(동대문종합시장 신관, 동대문종합시장D동상가)	CS300011	일반의류	52	52	2	1	2	1	0
79670	20232	A	골목상권	3110079	후암동주민센터	CS300043	전자상거래업	45	45	0	0	0	0	0
47305	20231	A	골목상권	3111089	상일여고(상일초등학교)	CS300016	안경	1	1	0	0	0	0	0
14840	20231	A	골목상권	3110341	북한산우이역 2번	CS200016	당구장	1	1	0	0	0	0	0
38632	20231	A	골목상권	3110883	은천초등학교(은천교앞)	CS200022	복권방	1	1	0	0	0	0	0
68567	20231	R	전통시장	3130111	동원전통종합시장(동원시장, 동원전통시장 상점가)	CS200028	미용실	7	9	11	1	0	0	2

	기준_년분기_코드	상권_구분_코드	상권_구분_코드_명	상권_코드	상권_코드_명	서비스_업종_코드	서비스_업종_코드_명	점포_수	유사_업종_점포_수	폐업_률	폐업_점포_수
18107	20231	A	골목상권	3110417	월계역 3번	CS100005	제과점	1	1	0	0
23183	20231	A	골목상권	3110535	영천시장입구	CS300021	문구	1	1	0	0
20659	20231	A	골목상권	3110469	응암정보도서관	CS300041	예술품	1	1	0	0
99397	20232	A	골목상권	3110537	충정로현대아파트	CS300018	의약품	1	1	0	0
74709	20231	R	전통시장	3130289	봉일시장	CS100005	제과점	1	1	0	0
87436	20232	A	골목상권	3110258	면동초등학교	CS100002	중식음식점	0	0	0	1
16645	20231	A	골목상권	3110387	쌍문초등학교	CS200003	예술학원	2	2	50	1
24136	20231	A	골목상권	3110555	홍익지구대	CS200029	네일숍	1	1	0	0
43222	20231	A	골목상권	3111006	석촌고분역 1번	CS200026	자동차미용	3	3	0	0
89338	20232	A	골목상권	3110300	삼선동주민센터	CS300005	주류도매	1	1	0	0

Overview

Variables

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

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Lowercase Letter

Space Separator

Close Punctuation

Open Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Dash Punctuation

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Interactions

Correlations

Missing values

Sample