Overview

Dataset statistics

Number of variables8
Number of observations962
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory61.2 KiB
Average record size in memory65.1 B

Variable types

Numeric1
Categorical5
Text2

Dataset

Description경상남도 의령군의 지역화폐 가맹점 현황 데이터 입니다.사용가능지역화폐, 가맹점명, 가맹점 도로명과 지번 주소, 소재지(법정동), 가맹점 유형과 업종, 업태 및 위경도 정보를 제공합니다.
Author경상남도 의령군
URLhttps://www.data.go.kr/data/15106742/fileData.do

Alerts

시군구 has constant value ""Constant
사용가능 지역화폐 has constant value ""Constant
데이터기준일 has constant value ""Constant
소재지(법정동) is highly imbalanced (51.0%)Imbalance
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 16:15:48.218538
Analysis finished2023-12-12 16:15:49.062379
Duration0.84 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct962
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean481.5
Minimum1
Maximum962
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size8.6 KiB
2023-12-13T01:15:49.157630image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile49.05
Q1241.25
median481.5
Q3721.75
95-th percentile913.95
Maximum962
Range961
Interquartile range (IQR)480.5

Descriptive statistics

Standard deviation277.84978
Coefficient of variation (CV)0.57705042
Kurtosis-1.2
Mean481.5
Median Absolute Deviation (MAD)240.5
Skewness0
Sum463203
Variance77200.5
MonotonicityStrictly increasing
2023-12-13T01:15:49.331885image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
723 1
 
0.1%
635 1
 
0.1%
636 1
 
0.1%
637 1
 
0.1%
638 1
 
0.1%
639 1
 
0.1%
640 1
 
0.1%
641 1
 
0.1%
642 1
 
0.1%
Other values (952) 952
99.0%
ValueCountFrequency (%)
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%
ValueCountFrequency (%)
962 1
0.1%
961 1
0.1%
960 1
0.1%
959 1
0.1%
958 1
0.1%
957 1
0.1%
956 1
0.1%
955 1
0.1%
954 1
0.1%
953 1
0.1%

시군구
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
의령군
962 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
의령군 962
100.0%

Length

2023-12-13T01:15:49.452590image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:15:49.534983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
의령군 962
100.0%

사용가능 지역화폐
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
의령사랑상품권
962 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
의령사랑상품권 962
100.0%

Length

2023-12-13T01:15:49.624314image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:15:49.738006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
의령사랑상품권 962
100.0%

가맹점명
Text

Distinct921
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
2023-12-13T01:15:49.983802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length18
Mean length5.993763
Min length1

Characters and Unicode

Total characters5766
Distinct characters558
Distinct categories12 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique881 ?
Unique (%)91.6%

Sample

1st row의령그릇
2nd row백두대간
3rd row아이스크림 할인마트
4th row수영식당
5th row탑바위농원
ValueCountFrequency (%)
아모레 19
 
1.7%
의령점 11
 
1.0%
씨유 6
 
0.5%
의령대리점 5
 
0.5%
의령 5
 
0.5%
경남의령점 5
 
0.5%
농업회사법인 5
 
0.5%
주식회사 4
 
0.4%
새콩coffee 3
 
0.3%
의령중동점 3
 
0.3%
Other values (979) 1032
94.0%
2023-12-13T01:15:50.387888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
의 197
 
3.4%
령 159
 
2.8%
138
 
2.4%
점 118
 
2.0%
식 114
 
2.0%
리 85
 
1.5%
당 78
 
1.4%
원 76
 
1.3%
장 69
 
1.2%
사 67
 
1.2%
Other values (548) 4665
80.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5409
93.8%
Space Separator 138
 
2.4%
Uppercase Letter 58
 
1.0%
Decimal Number 37
 
0.6%
Other Punctuation 31
 
0.5%
Close Punctuation 22
 
0.4%
Open Punctuation 22
 
0.4%
Lowercase Letter 22
 
0.4%
Connector Punctuation 20
 
0.3%
Other Symbol 3
 
0.1%
Other values (2) 4
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
의 197
 
3.6%
령 159
 
2.9%
점 118
 
2.2%
식 114
 
2.1%
리 85
 
1.6%
당 78
 
1.4%
원 76
 
1.4%
장 69
 
1.3%
사 67
 
1.2%
이 63
 
1.2%
Other values (501) 4383
81.0%
Uppercase Letter
ValueCountFrequency (%)
S 12
20.7%
G 11
19.0%
C 6
10.3%
P 4
 
6.9%
K 3
 
5.2%
L 3
 
5.2%
E 3
 
5.2%
D 3
 
5.2%
F 2
 
3.4%
I 2
 
3.4%
Other values (8) 9
15.5%
Decimal Number
ValueCountFrequency (%)
5 9
24.3%
2 8
21.6%
1 7
18.9%
3 3
 
8.1%
6 3
 
8.1%
0 3
 
8.1%
4 2
 
5.4%
9 1
 
2.7%
7 1
 
2.7%
Lowercase Letter
ValueCountFrequency (%)
e 7
31.8%
f 4
18.2%
o 3
13.6%
g 2
 
9.1%
c 2
 
9.1%
s 2
 
9.1%
n 1
 
4.5%
h 1
 
4.5%
Other Punctuation
ValueCountFrequency (%)
* 19
61.3%
& 5
 
16.1%
, 5
 
16.1%
. 2
 
6.5%
Math Symbol
ValueCountFrequency (%)
< 1
50.0%
> 1
50.0%
Space Separator
ValueCountFrequency (%)
138
100.0%
Close Punctuation
ValueCountFrequency (%)
) 22
100.0%
Open Punctuation
ValueCountFrequency (%)
( 22
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 20
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 3
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5412
93.9%
Common 274
 
4.8%
Latin 80
 
1.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
의 197
 
3.6%
령 159
 
2.9%
점 118
 
2.2%
식 114
 
2.1%
리 85
 
1.6%
당 78
 
1.4%
원 76
 
1.4%
장 69
 
1.3%
사 67
 
1.2%
이 63
 
1.2%
Other values (502) 4386
81.0%
Latin
ValueCountFrequency (%)
S 12
15.0%
G 11
13.8%
e 7
 
8.8%
C 6
 
7.5%
f 4
 
5.0%
P 4
 
5.0%
K 3
 
3.8%
o 3
 
3.8%
L 3
 
3.8%
E 3
 
3.8%
Other values (16) 24
30.0%
Common
ValueCountFrequency (%)
138
50.4%
) 22
 
8.0%
( 22
 
8.0%
_ 20
 
7.3%
* 19
 
6.9%
5 9
 
3.3%
2 8
 
2.9%
1 7
 
2.6%
& 5
 
1.8%
, 5
 
1.8%
Other values (10) 19
 
6.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5409
93.8%
ASCII 354
 
6.1%
None 3
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
의 197
 
3.6%
령 159
 
2.9%
점 118
 
2.2%
식 114
 
2.1%
리 85
 
1.6%
당 78
 
1.4%
원 76
 
1.4%
장 69
 
1.3%
사 67
 
1.2%
이 63
 
1.2%
Other values (501) 4383
81.0%
ASCII
ValueCountFrequency (%)
138
39.0%
) 22
 
6.2%
( 22
 
6.2%
_ 20
 
5.6%
* 19
 
5.4%
S 12
 
3.4%
G 11
 
3.1%
5 9
 
2.5%
2 8
 
2.3%
1 7
 
2.0%
Other values (36) 86
24.3%
None
ValueCountFrequency (%)
㈜ 3
100.0%

가맹점기본주소(도로명)
Text

Distinct680
Distinct (%)70.7%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
2023-12-13T01:15:50.723121image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length39
Median length37
Mean length21.579002
Min length18

Characters and Unicode

Total characters20759
Distinct characters122
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique519 ?
Unique (%)54.0%

Sample

1st row경상남도 의령군 의령읍 의병로20길 19-6
2nd row경상남도 의령군 의령읍 의병로 222
3rd row경상남도 의령군 의령읍 의병로 221
4th row경상남도 의령군 의령읍 의병로21길 19-4
5th row경상남도 의령군 정곡면 정곡2길 30-6
ValueCountFrequency (%)
경상남도 962
19.9%
의령군 962
19.9%
의령읍 656
 
13.6%
의병로 159
 
3.3%
부림면 129
 
2.7%
충익로 106
 
2.2%
의병로20길 63
 
1.3%
13 48
 
1.0%
의병로18길 45
 
0.9%
대한로 40
 
0.8%
Other values (578) 1656
34.3%
2023-12-13T01:15:51.187632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3864
18.6%
의 2184
 
10.5%
령 1626
 
7.8%
남 979
 
4.7%
상 969
 
4.7%
경 962
 
4.6%
도 962
 
4.6%
군 962
 
4.6%
로 953
 
4.6%
1 806
 
3.9%
Other values (112) 6492
31.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 13166
63.4%
Space Separator 3864
 
18.6%
Decimal Number 3297
 
15.9%
Dash Punctuation 360
 
1.7%
Open Punctuation 29
 
0.1%
Close Punctuation 29
 
0.1%
Uppercase Letter 12
 
0.1%
Other Punctuation 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
의 2184
16.6%
령 1626
12.3%
남 979
7.4%
상 969
 
7.4%
경 962
 
7.3%
도 962
 
7.3%
군 962
 
7.3%
로 953
 
7.2%
읍 656
 
5.0%
병 480
 
3.6%
Other values (93) 2433
18.5%
Decimal Number
ValueCountFrequency (%)
1 806
24.4%
2 630
19.1%
3 327
9.9%
7 275
 
8.3%
4 263
 
8.0%
8 216
 
6.6%
5 209
 
6.3%
6 204
 
6.2%
9 189
 
5.7%
0 178
 
5.4%
Uppercase Letter
ValueCountFrequency (%)
E 3
25.0%
W 3
25.0%
I 3
25.0%
V 3
25.0%
Space Separator
ValueCountFrequency (%)
3864
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 360
100.0%
Open Punctuation
ValueCountFrequency (%)
( 29
100.0%
Close Punctuation
ValueCountFrequency (%)
) 29
100.0%
Other Punctuation
ValueCountFrequency (%)
, 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 13166
63.4%
Common 7581
36.5%
Latin 12
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
의 2184
16.6%
령 1626
12.3%
남 979
7.4%
상 969
 
7.4%
경 962
 
7.3%
도 962
 
7.3%
군 962
 
7.3%
로 953
 
7.2%
읍 656
 
5.0%
병 480
 
3.6%
Other values (93) 2433
18.5%
Common
ValueCountFrequency (%)
3864
51.0%
1 806
 
10.6%
2 630
 
8.3%
- 360
 
4.7%
3 327
 
4.3%
7 275
 
3.6%
4 263
 
3.5%
8 216
 
2.8%
5 209
 
2.8%
6 204
 
2.7%
Other values (5) 427
 
5.6%
Latin
ValueCountFrequency (%)
E 3
25.0%
W 3
25.0%
I 3
25.0%
V 3
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 13166
63.4%
ASCII 7593
36.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3864
50.9%
1 806
 
10.6%
2 630
 
8.3%
- 360
 
4.7%
3 327
 
4.3%
7 275
 
3.6%
4 263
 
3.5%
8 216
 
2.8%
5 209
 
2.8%
6 204
 
2.7%
Other values (9) 439
 
5.8%
Hangul
ValueCountFrequency (%)
의 2184
16.6%
령 1626
12.3%
남 979
7.4%
상 969
 
7.4%
경 962
 
7.3%
도 962
 
7.3%
군 962
 
7.3%
로 953
 
7.2%
읍 656
 
5.0%
병 480
 
3.6%
Other values (93) 2433
18.5%

소재지(법정동)
Categorical

IMBALANCE 

Distinct13
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
의령읍
656 
부림면
129 
가례면
 
31
정곡면
 
26
칠곡면
 
24
Other values (8)
96 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row의령읍
2nd row의령읍
3rd row의령읍
4th row의령읍
5th row정곡면

Common Values

ValueCountFrequency (%)
의령읍 656
68.2%
부림면 129
 
13.4%
가례면 31
 
3.2%
정곡면 26
 
2.7%
칠곡면 24
 
2.5%
대의면 22
 
2.3%
지정면 17
 
1.8%
궁류면 15
 
1.6%
용덕면 13
 
1.4%
화정면 11
 
1.1%
Other values (3) 18
 
1.9%

Length

2023-12-13T01:15:51.301418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
의령읍 656
68.2%
부림면 129
 
13.4%
가례면 31
 
3.2%
정곡면 26
 
2.7%
칠곡면 24
 
2.5%
대의면 22
 
2.3%
지정면 17
 
1.8%
궁류면 15
 
1.6%
용덕면 13
 
1.4%
화정면 11
 
1.1%
Other values (3) 18
 
1.9%

가맹점유형
Categorical

Distinct9
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
음식점업
367 
소매업
246 
기타
235 
개인서비스업
69 
제조업
 
18
Other values (4)
 
27

Length

Max length11
Median length6
Mean length3.4241164
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row소매업
2nd row음식점업
3rd row기타
4th row음식점업
5th row소매업

Common Values

ValueCountFrequency (%)
음식점업 367
38.1%
소매업 246
25.6%
기타 235
24.4%
개인서비스업 69
 
7.2%
제조업 18
 
1.9%
보건업 8
 
0.8%
교육서비스업 7
 
0.7%
스포츠여가관련서비스업 6
 
0.6%
숙박업 6
 
0.6%

Length

2023-12-13T01:15:51.414403image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:15:51.518432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
음식점업 367
38.1%
소매업 246
25.6%
기타 235
24.4%
개인서비스업 69
 
7.2%
제조업 18
 
1.9%
보건업 8
 
0.8%
교육서비스업 7
 
0.7%
스포츠여가관련서비스업 6
 
0.6%
숙박업 6
 
0.6%

데이터기준일
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
2023-09-11
962 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-09-11
2nd row2023-09-11
3rd row2023-09-11
4th row2023-09-11
5th row2023-09-11

Common Values

ValueCountFrequency (%)
2023-09-11 962
100.0%

Length

2023-12-13T01:15:51.630602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:15:51.719453image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-09-11 962
100.0%

Interactions

2023-12-13T01:15:48.704623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T01:15:51.781397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번소재지(법정동)가맹점유형
연번1.0000.2310.410
소재지(법정동)0.2311.0000.110
가맹점유형0.4100.1101.000
2023-12-13T01:15:51.918735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
소재지(법정동)가맹점유형
소재지(법정동)1.0000.047
가맹점유형0.0471.000
2023-12-13T01:15:52.007493image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번소재지(법정동)가맹점유형
연번1.0000.0970.200
소재지(법정동)0.0971.0000.047
가맹점유형0.2000.0471.000

Missing values

2023-12-13T01:15:48.848467image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T01:15:48.995529image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

연번시군구사용가능 지역화폐가맹점명가맹점기본주소(도로명)소재지(법정동)가맹점유형데이터기준일
01의령군의령사랑상품권의령그릇경상남도 의령군 의령읍 의병로20길 19-6의령읍소매업2023-09-11
12의령군의령사랑상품권백두대간경상남도 의령군 의령읍 의병로 222의령읍음식점업2023-09-11
23의령군의령사랑상품권아이스크림 할인마트경상남도 의령군 의령읍 의병로 221의령읍기타2023-09-11
34의령군의령사랑상품권수영식당경상남도 의령군 의령읍 의병로21길 19-4의령읍음식점업2023-09-11
45의령군의령사랑상품권탑바위농원경상남도 의령군 정곡면 정곡2길 30-6정곡면소매업2023-09-11
56의령군의령사랑상품권장수 꼼장어경상남도 의령군 의령읍 충익로 26-11의령읍음식점업2023-09-11
67의령군의령사랑상품권숯불갈비진짜돼지국밥경상남도 의령군 부림면 신번로14길 3부림면음식점업2023-09-11
78의령군의령사랑상품권동남건어물경상남도 의령군 의령읍 의병로21길 13-2의령읍소매업2023-09-11
89의령군의령사랑상품권의령양곡상회경상남도 의령군 의령읍 의병로20길 16의령읍소매업2023-09-11
910의령군의령사랑상품권일육상회경상남도 의령군 의령읍 의병로19길 3-2의령읍소매업2023-09-11
연번시군구사용가능 지역화폐가맹점명가맹점기본주소(도로명)소재지(법정동)가맹점유형데이터기준일
952953의령군의령사랑상품권매일페인트매일광고사경상남도 의령군 의령읍 의병로 185의령읍소매업2023-09-11
953954의령군의령사랑상품권SKY컴퍼니경상남도 의령군 의령읍 의병로19길 3-6의령읍기타2023-09-11
954955의령군의령사랑상품권의령중앙종묘사경상남도 의령군 의령읍 의병로 202의령읍소매업2023-09-11
955956의령군의령사랑상품권코뚜레경상남도 의령군 정곡면 법정로 937-5정곡면음식점업2023-09-11
956957의령군의령사랑상품권솔밭돼지경상남도 의령군 의령읍 의병로20길 26의령읍음식점업2023-09-11
957958의령군의령사랑상품권짬뽕과고기경상남도 의령군 의령읍 의병로22길 12-3의령읍음식점업2023-09-11
958959의령군의령사랑상품권차이나중화관경상남도 의령군 의령읍 의병로 235의령읍음식점업2023-09-11
959960의령군의령사랑상품권대산수산경상남도 의령군 의령읍 남강로4길 87의령읍소매업2023-09-11
960961의령군의령사랑상품권오리궁경상남도 의령군 의령읍 벽화로 567의령읍음식점업2023-09-11
961962의령군의령사랑상품권의령렉카경상남도 의령군 의령읍 의병로 117의령읍기타2023-09-11