gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	1351
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	147.9 KiB
Average record size in memory	112.1 B

Variable types

Numeric	7
Text	2
Categorical	4

Dataset

Description	대전광역시 서구 상권별 업종별 개폐업소수(률)(개방서비스 ID, 개방서비스명, 기준년, 상권코드, 상권명, 행정동코드, 행정동명, 전체업소수, 개업소수, 폐업소스 폐업률) 데이터를 제공합니다.
Author	대전광역시 서구
URL	https://www.data.go.kr/data/15109012/fileData.do

Alerts

`기준년` has constant value ""	Constant
`데이터생성일자` has constant value ""	Constant
`순번` is highly overall correlated with `행정동코드` and 2 other fields	High correlation
`상권코드` is highly overall correlated with `상권명` and 1 other fields	High correlation
`행정동코드` is highly overall correlated with `순번` and 2 other fields	High correlation
`전체업소수` is highly overall correlated with `개업소수` and 1 other fields	High correlation
`개업소수` is highly overall correlated with `전체업소수` and 1 other fields	High correlation
`폐업소수` is highly overall correlated with `전체업소수` and 2 other fields	High correlation
`폐업률` is highly overall correlated with `폐업소수`	High correlation
`상권명` is highly overall correlated with `순번` and 3 other fields	High correlation
`행정동명` is highly overall correlated with `순번` and 3 other fields	High correlation
`순번` has unique values	Unique
`개업소수` has 1026 (75.9%) zeros	Zeros
`폐업소수` has 1076 (79.6%) zeros	Zeros
`폐업률` has 1076 (79.6%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 12:39:33.473113
Analysis finished	2023-12-12 12:39:40.687336
Duration	7.21 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

순번
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	1351
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	676

Minimum	1
Maximum	1351
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.0 KiB

Quantile statistics

Minimum	1
5-th percentile	68.5
Q1	338.5
median	676
Q3	1013.5
95-th percentile	1283.5
Maximum	1351
Range	1350
Interquartile range (IQR)	675

Descriptive statistics

Standard deviation	390.14442
Coefficient of variation (CV)	0.57713671
Kurtosis	-1.2
Mean	676
Median Absolute Deviation (MAD)	338
Skewness	0
Sum	913276
Variance	152212.67
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
899	1	0.1%
907	1	0.1%
906	1	0.1%
905	1	0.1%
904	1	0.1%
903	1	0.1%
902	1	0.1%
901	1	0.1%
900	1	0.1%
Other values (1341)	1341	99.3%

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 (%)
1351	1	0.1%
1350	1	0.1%
1349	1	0.1%
1348	1	0.1%
1347	1	0.1%
1346	1	0.1%
1345	1	0.1%
1344	1	0.1%
1343	1	0.1%
1342	1	0.1%

개방서비스 아이디
Text

Distinct	111
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Memory size	10.7 KiB

Length

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

Characters and Unicode

Total characters	13510
Distinct characters	12
Distinct categories	3 ?
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	13 ?
Unique (%)	1.0%

Sample

1st row	04_17_01_P
2nd row	07_22_19_P
3rd row	11_46_01_P
4th row	03_05_06_P
5th row	07_22_10_P

Value	Count	Frequency (%)
08_26_04_p	51	3.8%
08_26_03_p	36	2.7%
07_22_03_p	30	2.2%
07_24_04_p	28	2.1%
04_17_01_p	26	1.9%
01_02_03_p	26	1.9%
11_43_02_p	24	1.8%
01_01_02_p	23	1.7%
05_18_01_p	23	1.7%
03_12_01_p	22	1.6%
Other values (101)	1062	78.6%

Most occurring characters

Value	Count	Frequency (%)
_	4053	30.0%
0	2984	22.1%
1	1452	10.7%
P	1351	10.0%
2	1192	8.8%
3	677	5.0%
4	420	3.1%
7	415	3.1%
5	296	2.2%
8	248	1.8%
Other values (2)	422	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8106	60.0%
Connector Punctuation	4053	30.0%
Uppercase Letter	1351	10.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2984	36.8%
1	1452	17.9%
2	1192	14.7%
3	677	8.4%
4	420	5.2%
7	415	5.1%
5	296	3.7%
8	248	3.1%
6	235	2.9%
9	187	2.3%

Connector Punctuation

Value	Count	Frequency (%)
_	4053	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	1351	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12159	90.0%
Latin	1351	10.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
_	4053	33.3%
0	2984	24.5%
1	1452	11.9%
2	1192	9.8%
3	677	5.6%
4	420	3.5%
7	415	3.4%
5	296	2.4%
8	248	2.0%
6	235	1.9%

Latin

Value	Count	Frequency (%)
P	1351	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13510	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
_	4053	30.0%
0	2984	22.1%
1	1452	10.7%
P	1351	10.0%
2	1192	8.8%
3	677	5.0%
4	420	3.1%
7	415	3.1%
5	296	2.2%
8	248	1.8%
Other values (2)	422	3.1%

개방서비스명
Text

Distinct	111
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Memory size	10.7 KiB

Length

Max length	15
Median length	12
Mean length	6.199852
Min length	2

Characters and Unicode

Total characters	8376
Distinct characters	160
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	13 ?
Unique (%)	1.0%

Sample

1st row	출판사
2nd row	즉석판매제조가공업
3rd row	민방위급수시설
4th row	일반게임제공업
5th row	식품자동판매기업

Value	Count	Frequency (%)
통신판매업	51	3.7%
전화권유판매업	36	2.6%
건강기능식품일반판매업	30	2.2%
일반음식점	28	2.0%
출판사	26	1.9%
의료기기판매(임대)업	26	1.9%
담배소매업	24	1.7%
의원	23	1.7%
미용업	23	1.7%
국내여행업	22	1.6%
Other values (102)	1083	78.9%

Most occurring characters

Value	Count	Frequency (%)
업	1062	12.7%
매	361	4.3%
판	354	4.2%
식	237	2.8%
기	215	2.6%
물	190	2.3%
제	187	2.2%
소	187	2.2%
품	156	1.9%
장	138	1.6%
Other values (150)	5289	63.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8206	98.0%
Close Punctuation	69	0.8%
Open Punctuation	69	0.8%
Space Separator	21	0.3%
Other Punctuation	11	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	1062	12.9%
매	361	4.4%
판	354	4.3%
식	237	2.9%
기	215	2.6%
물	190	2.3%
제	187	2.3%
소	187	2.3%
품	156	1.9%
장	138	1.7%
Other values (146)	5119	62.4%

Close Punctuation

Value	Count	Frequency (%)
)	69	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	69	100.0%

Space Separator

Value	Count	Frequency (%)
	21	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8206	98.0%
Common	170	2.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	1062	12.9%
매	361	4.4%
판	354	4.3%
식	237	2.9%
기	215	2.6%
물	190	2.3%
제	187	2.3%
소	187	2.3%
품	156	1.9%
장	138	1.7%
Other values (146)	5119	62.4%

Common

Value	Count	Frequency (%)
)	69	40.6%
(	69	40.6%
	21	12.4%
.	11	6.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8206	98.0%
ASCII	170	2.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
업	1062	12.9%
매	361	4.4%
판	354	4.3%
식	237	2.9%
기	215	2.6%
물	190	2.3%
제	187	2.3%
소	187	2.3%
품	156	1.9%
장	138	1.7%
Other values (146)	5119	62.4%

ASCII

Value	Count	Frequency (%)
)	69	40.6%
(	69	40.6%
	21	12.4%
.	11	6.5%

기준년
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.7 KiB

2021	1351

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021
2nd row	2021
3rd row	2021
4th row	2021
5th row	2021

Common Values

Value	Count	Frequency (%)
2021	1351	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021	1351	100.0%

상권코드
Real number (ℝ)

HIGH CORRELATION

Distinct	14
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.2612879

Minimum	1
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3.5
median	7
Q3	11
95-th percentile	14
Maximum	14
Range	13
Interquartile range (IQR)	7.5

Descriptive statistics

Standard deviation	4.0988495
Coefficient of variation (CV)	0.56447968
Kurtosis	-1.3720686
Mean	7.2612879
Median Absolute Deviation (MAD)	4
Skewness	0.14515398
Sum	9810
Variance	16.800567
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
3	155	11.5%
5	140	10.4%
12	132	9.8%
2	118	8.7%
13	113	8.4%
4	111	8.2%
9	100	7.4%
11	80	5.9%
6	77	5.7%
14	74	5.5%
Other values (4)	251	18.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	65	4.8%
2	118	8.7%
3	155	11.5%
4	111	8.2%
5	140	10.4%
6	77	5.7%
7	61	4.5%
8	54	4.0%
9	100	7.4%
10	71	5.3%

Value	Count	Frequency (%)
14	74	5.5%
13	113	8.4%
12	132	9.8%
11	80	5.9%
10	71	5.3%
9	100	7.4%
8	54	4.0%
7	61	4.5%
6	77	5.7%
5	140	10.4%

상권명
Categorical

HIGH CORRELATION

Distinct	14
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	10.7 KiB

롯데백화점 주변 상권	155
이마트 둔산점 주변 상권	140
세이디에스탄방점 주변 상권	132
한민시장 주변 상권	118
대전시청역 주변 상권	113
Other values (9)	693

Length

Max length	23
Median length	19
Mean length	13.185788
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	사학연금회관 뒤편(토요코인호텔) 주변 상권
2nd row	도마큰시장 주변 상권
3rd row	도마큰시장 주변 상권
4th row	도마큰시장 주변 상권
5th row	도마큰시장 주변 상권

Common Values

Value	Count	Frequency (%)
롯데백화점 주변 상권	155	11.5%
이마트 둔산점 주변 상권	140	10.4%
세이디에스탄방점 주변 상권	132	9.8%
한민시장 주변 상권	118	8.7%
대전시청역 주변 상권	113	8.4%
갤러리아백화점 주변 상권	111	8.2%
둔산3동상점가 주변 상권	100	7.4%
이마트 트레이더스 월평점 주변 상권	80	5.9%
사학연금회관 뒤편(토요코인호텔) 주변 상권	77	5.7%
서구 보건소 주변 상권	74	5.5%
Other values (4)	251	18.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
상권	1351	30.0%
주변	1351	30.0%
이마트	220	4.9%
롯데백화점	155	3.4%
둔산점	140	3.1%
세이디에스탄방점	132	2.9%
한민시장	118	2.6%
대전시청역	113	2.5%
갤러리아백화점	111	2.5%
둔산3동상점가	100	2.2%
Other values (10)	713	15.8%

행정동코드
Real number (ℝ)

HIGH CORRELATION

Distinct	18
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0170592 × 10⁹

Minimum	3.017051 × 10⁹
Maximum	3.017066 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.0 KiB

Quantile statistics

Minimum	3.017051 × 10⁹
5-th percentile	3.017052 × 10⁹
Q1	3.017056 × 10⁹
median	3.017059 × 10⁹
Q3	3.017063 × 10⁹
95-th percentile	3.017065 × 10⁹
Maximum	3.017066 × 10⁹
Range	15000
Interquartile range (IQR)	7000

Descriptive statistics

Standard deviation	3645.5794
Coefficient of variation (CV)	1.2083221 × 10^-6
Kurtosis	-1.1073603
Mean	3.0170592 × 10⁹
Median Absolute Deviation (MAD)	3500
Skewness	-0.1075092
Sum	4.076047 × 10¹²
Variance	13290250
Monotonicity	Increasing

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
3017063000	426	31.5%
3017055500	196	14.5%
3017058600	137	10.1%
3017056000	127	9.4%
3017059600	118	8.7%
3017052000	70	5.2%
3017059000	69	5.1%
3017065000	67	5.0%
3017057000	46	3.4%
3017055000	41	3.0%
Other values (8)	54	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3017051000	1	0.1%
3017052000	70	5.2%
3017053500	3	0.2%
3017054000	8	0.6%
3017055000	41	3.0%
3017055500	196	14.5%
3017056000	127	9.4%
3017057000	46	3.4%
3017057500	17	1.3%
3017058100	12	0.9%

Value	Count	Frequency (%)
3017066000	9	0.7%
3017065000	67	5.0%
3017064000	2	0.1%
3017063000	426	31.5%
3017059600	118	8.7%
3017059000	69	5.1%
3017058800	2	0.1%
3017058600	137	10.1%
3017058100	12	0.9%
3017057500	17	1.3%

행정동명
Categorical

HIGH CORRELATION

Distinct	18
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	10.7 KiB

둔산1동	426
탄방동	196
월평1동	137
괴정동	127
관저1동	118
Other values (13)	347

Length

Max length	4
Median length	4
Mean length	3.6069578
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	복수동
2nd row	도마1동
3rd row	도마1동
4th row	도마1동
5th row	도마1동

Common Values

Value	Count	Frequency (%)
둔산1동	426	31.5%
탄방동	196	14.5%
월평1동	137	10.1%
괴정동	127	9.4%
관저1동	118	8.7%
도마1동	70	5.2%
가수원동	69	5.1%
만년동	67	5.0%
가장동	46	3.4%
용문동	41	3.0%
Other values (8)	54	4.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
둔산1동	426	31.5%
탄방동	196	14.5%
월평1동	137	10.1%
괴정동	127	9.4%
관저1동	118	8.7%
도마1동	70	5.2%
가수원동	69	5.1%
만년동	67	5.0%
가장동	46	3.4%
용문동	41	3.0%
Other values (8)	54	4.0%

전체업소수
Real number (ℝ)

HIGH CORRELATION

Distinct	127
Distinct (%)	9.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.57513

Minimum	1
Maximum	1185
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	3
Q3	10
95-th percentile	79.5
Maximum	1185
Range	1184
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	67.664587
Coefficient of variation (CV)	3.456661
Kurtosis	104.27826
Mean	19.57513
Median Absolute Deviation (MAD)	2
Skewness	8.7580245
Sum	26446
Variance	4578.4964
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	403	29.8%
2	201	14.9%
3	104	7.7%
4	79	5.8%
5	67	5.0%
6	44	3.3%
8	36	2.7%
9	36	2.7%
7	28	2.1%
10	25	1.9%
Other values (117)	328	24.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	403	29.8%
2	201	14.9%
3	104	7.7%
4	79	5.8%
5	67	5.0%
6	44	3.3%
7	28	2.1%
8	36	2.7%
9	36	2.7%
10	25	1.9%

Value	Count	Frequency (%)
1185	1	0.1%
789	1	0.1%
741	1	0.1%
666	1	0.1%
589	1	0.1%
494	1	0.1%
475	1	0.1%
427	1	0.1%
420	1	0.1%
411	1	0.1%

개업소수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	32
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.23094

Minimum	0
Maximum	114
Zeros	1026
Zeros (%)	75.9%
Negative	0
Negative (%)	0.0%
Memory size	12.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5
Maximum	114
Range	114
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.7328131
Coefficient of variation (CV)	4.6572643
Kurtosis	169.31445
Mean	1.23094
Median Absolute Deviation (MAD)	0
Skewness	11.24225
Sum	1663
Variance	32.865146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	1026	75.9%
1	162	12.0%
2	46	3.4%
3	21	1.6%
4	16	1.2%
5	13	1.0%
7	8	0.6%
6	8	0.6%
8	6	0.4%
13	5	0.4%
Other values (22)	40	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1026	75.9%
1	162	12.0%
2	46	3.4%
3	21	1.6%
4	16	1.2%
5	13	1.0%
6	8	0.6%
7	8	0.6%
8	6	0.4%
9	3	0.2%

Value	Count	Frequency (%)
114	1	0.1%
80	1	0.1%
77	1	0.1%
48	1	0.1%
45	1	0.1%
42	1	0.1%
34	1	0.1%
31	1	0.1%
29	2	0.1%
28	1	0.1%

폐업소수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.77202073

Minimum	0
Maximum	108
Zeros	1076
Zeros (%)	79.6%
Negative	0
Negative (%)	0.0%
Memory size	12.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	108
Range	108
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.3298946
Coefficient of variation (CV)	5.6085211
Kurtosis	355.8837
Mean	0.77202073
Median Absolute Deviation (MAD)	0
Skewness	16.640732
Sum	1043
Variance	18.747987
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	1076	79.6%
1	148	11.0%
2	48	3.6%
3	16	1.2%
4	13	1.0%
6	9	0.7%
5	7	0.5%
7	6	0.4%
13	5	0.4%
10	4	0.3%
Other values (14)	19	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1076	79.6%
1	148	11.0%
2	48	3.6%
3	16	1.2%
4	13	1.0%
5	7	0.5%
6	9	0.7%
7	6	0.4%
8	4	0.3%
9	3	0.2%

Value	Count	Frequency (%)
108	1	0.1%
77	1	0.1%
32	1	0.1%
31	1	0.1%
29	1	0.1%
27	1	0.1%
22	1	0.1%
20	1	0.1%
17	1	0.1%
15	1	0.1%

폐업률
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	138
Distinct (%)	10.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1517543

Minimum	0
Maximum	100
Zeros	1076
Zeros (%)	79.6%
Negative	0
Negative (%)	0.0%
Memory size	12.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	15.79
Maximum	100
Range	100
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11.980482
Coefficient of variation (CV)	3.8012107
Kurtosis	42.556444
Mean	3.1517543
Median Absolute Deviation (MAD)	0
Skewness	6.149888
Sum	4258.02
Variance	143.53195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1076	79.6%
11.11	14	1.0%
100.0	13	1.0%
50.0	11	0.8%
20.0	10	0.7%
16.67	9	0.7%
33.33	8	0.6%
9.09	7	0.5%
4.35	6	0.4%
25.0	6	0.4%
Other values (128)	191	14.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1076	79.6%
0.46	1	0.1%
0.89	1	0.1%
1.03	1	0.1%
1.05	1	0.1%
1.08	1	0.1%
1.2	1	0.1%
1.25	1	0.1%
1.27	1	0.1%
1.35	1	0.1%

Value	Count	Frequency (%)
100.0	13	1.0%
66.67	3	0.2%
50.0	11	0.8%
40.0	3	0.2%
33.33	8	0.6%
28.57	2	0.1%
25.0	6	0.4%
20.83	1	0.1%
20.0	10	0.7%
17.95	1	0.1%

데이터생성일자
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.7 KiB

2022-11-21	1351

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022-11-21
2nd row	2022-11-21
3rd row	2022-11-21
4th row	2022-11-21
5th row	2022-11-21

Common Values

Value	Count	Frequency (%)
2022-11-21	1351	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022-11-21	1351	100.0%

Heatmap
Table

	순번	상권코드	상권명	행정동코드	행정동명	전체업소수	개업소수	폐업소수	폐업률
순번	1.000	0.866	0.840	0.879	0.935	0.018	0.000	0.000	0.143
상권코드	0.866	1.000	1.000	0.764	0.887	0.000	0.013	0.083	0.079
상권명	0.840	1.000	1.000	0.878	0.921	0.000	0.000	0.000	0.124
행정동코드	0.879	0.764	0.878	1.000	1.000	0.000	0.000	0.000	0.000
행정동명	0.935	0.887	0.921	1.000	1.000	0.000	0.000	0.000	0.000
전체업소수	0.018	0.000	0.000	0.000	0.000	1.000	0.937	0.872	0.000
개업소수	0.000	0.013	0.000	0.000	0.000	0.937	1.000	0.895	0.000
폐업소수	0.000	0.083	0.000	0.000	0.000	0.872	0.895	1.000	0.072
폐업률	0.143	0.079	0.124	0.000	0.000	0.000	0.000	0.072	1.000

Heatmap
Table

	행정동명	상권명
행정동명	1.000	0.633
상권명	0.633	1.000

Heatmap
Table

	순번	상권코드	행정동코드	전체업소수	개업소수	폐업소수	폐업률	상권명	행정동명
순번	1.000	0.199	0.981	0.101	0.020	0.054	0.063	0.542	0.726
상권코드	0.199	1.000	0.208	0.046	0.033	0.002	0.000	0.999	0.606
행정동코드	0.981	0.208	1.000	0.098	0.032	0.037	0.042	0.628	0.997
전체업소수	0.101	0.046	0.098	1.000	0.555	0.536	0.477	0.000	0.000
개업소수	0.020	0.033	0.032	0.555	1.000	0.528	0.449	0.000	0.000
폐업소수	0.054	0.002	0.037	0.536	0.528	1.000	0.981	0.000	0.000
폐업률	0.063	0.000	0.042	0.477	0.449	0.981	1.000	0.026	0.000
상권명	0.542	0.999	0.628	0.000	0.000	0.000	0.026	1.000	0.633
행정동명	0.726	0.606	0.997	0.000	0.000	0.000	0.000	0.633	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

	순번	개방서비스 아이디	개방서비스명	기준년	상권코드	상권명	행정동코드	행정동명	전체업소수	개업소수	폐업소수	폐업률	데이터생성일자
0	1	04_17_01_P	출판사	2021	6	사학연금회관 뒤편(토요코인호텔) 주변 상권	3017051000	복수동	1	0	0	0.0	2022-11-21
1	2	07_22_19_P	즉석판매제조가공업	2021	10	도마큰시장 주변 상권	3017052000	도마1동	123	4	3	2.44	2022-11-21
2	3	11_46_01_P	민방위급수시설	2021	10	도마큰시장 주변 상권	3017052000	도마1동	1	0	0	0.0	2022-11-21
3	4	03_05_06_P	일반게임제공업	2021	10	도마큰시장 주변 상권	3017052000	도마1동	18	0	1	5.56	2022-11-21
4	5	07_22_10_P	식품자동판매기업	2021	10	도마큰시장 주변 상권	3017052000	도마1동	44	1	0	0.0	2022-11-21
5	6	08_26_04_P	통신판매업	2021	10	도마큰시장 주변 상권	3017052000	도마1동	132	8	2	1.52	2022-11-21
6	7	05_19_01_P	이용업	2021	10	도마큰시장 주변 상권	3017052000	도마1동	13	0	0	0.0	2022-11-21
7	8	07_23_01_P	단란주점영업	2021	10	도마큰시장 주변 상권	3017052000	도마1동	4	0	0	0.0	2022-11-21
8	9	09_30_05_P	건설폐기물처리업	2021	10	도마큰시장 주변 상권	3017052000	도마1동	1	0	0	0.0	2022-11-21
9	10	09_28_08_P	석유판매업	2021	10	도마큰시장 주변 상권	3017052000	도마1동	5	0	0	0.0	2022-11-21

	순번	개방서비스 아이디	개방서비스명	기준년	상권코드	상권명	행정동코드	행정동명	전체업소수	데이터생성일자
1341	1342	03_12_02_P	국내외여행업	2021	14	서구 보건소 주변 상권	3017065000	만년동	11	2022-11-21
1342	1343	05_18_01_P	미용업	2021	13	대전시청역 주변 상권	3017066000	둔산3동	1	2022-11-21
1343	1344	07_24_04_P	일반음식점	2021	6	사학연금회관 뒤편(토요코인호텔) 주변 상권	3017066000	둔산3동	1	2022-11-21
1344	1345	01_01_02_P	의원	2021	4	갤러리아백화점 주변 상권	3017066000	둔산3동	2	2022-11-21
1345	1346	01_02_03_P	의료기기판매(임대)업	2021	13	대전시청역 주변 상권	3017066000	둔산3동	1	2022-11-21
1346	1347	11_46_02_P	민방위대피시설	2021	4	갤러리아백화점 주변 상권	3017066000	둔산3동	2	2022-11-21
1347	1348	03_12_01_P	국내여행업	2021	5	이마트 둔산점 주변 상권	3017066000	둔산3동	1	2022-11-21
1348	1349	01_01_02_P	의원	2021	5	이마트 둔산점 주변 상권	3017066000	둔산3동	2	2022-11-21
1349	1350	11_46_02_P	민방위대피시설	2021	5	이마트 둔산점 주변 상권	3017066000	둔산3동	2	2022-11-21
1350	1351	03_12_01_P	국내여행업	2021	4	갤러리아백화점 주변 상권	3017066000	둔산3동	1	2022-11-21

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Connector Punctuation

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

Close Punctuation

Open Punctuation

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample