Overview

Dataset statistics

Number of variables4
Number of observations941
Missing cells551
Missing cells (%)14.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory30.5 KiB
Average record size in memory33.1 B

Variable types

Numeric1
Text3

Dataset

Description인천광역시 남동구 종량제봉투판매소현황에 대한 데이터로 번호, 판매소명, 대표자명, 사업장주소, 연락처 항목을 제공합니다.
URLhttps://www.data.go.kr/data/15039152/fileData.do

Alerts

연락처 has 551 (58.6%) missing valuesMissing
번호 has unique valuesUnique

Reproduction

Analysis started2023-12-12 17:10:40.653981
Analysis finished2023-12-12 17:10:41.322569
Duration0.67 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

UNIQUE 

Distinct941
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean471
Minimum1
Maximum941
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size8.4 KiB
2023-12-13T02:10:41.419688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile48
Q1236
median471
Q3706
95-th percentile894
Maximum941
Range940
Interquartile range (IQR)470

Descriptive statistics

Standard deviation271.7876
Coefficient of variation (CV)0.57704374
Kurtosis-1.2
Mean471
Median Absolute Deviation (MAD)235
Skewness0
Sum443211
Variance73868.5
MonotonicityStrictly increasing
2023-12-13T02:10:41.613548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
633 1
 
0.1%
621 1
 
0.1%
622 1
 
0.1%
623 1
 
0.1%
624 1
 
0.1%
625 1
 
0.1%
626 1
 
0.1%
627 1
 
0.1%
628 1
 
0.1%
Other values (931) 931
98.9%
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 (%)
941 1
0.1%
940 1
0.1%
939 1
0.1%
938 1
0.1%
937 1
0.1%
936 1
0.1%
935 1
0.1%
934 1
0.1%
933 1
0.1%
932 1
0.1%

판매소명
Text

Distinct899
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
2023-12-13T02:10:41.956645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length15
Mean length9.1647184
Min length2

Characters and Unicode

Total characters8624
Distinct characters399
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique865 ?
Unique (%)91.9%

Sample

1st row희망마트
2nd rowCU 구월중앙점
3rd row형제슈퍼
4th row성흥문구
5th rowGS25 하이비젼점
ValueCountFrequency (%)
gs25 120
 
7.9%
세븐일레븐 103
 
6.8%
cu 84
 
5.6%
이마트24 60
 
4.0%
씨유 32
 
2.1%
지에스25 24
 
1.6%
주)코리아세븐 16
 
1.1%
미니스톱 15
 
1.0%
주식회사 8
 
0.5%
할인마트 8
 
0.5%
Other values (902) 1041
68.9%
2023-12-13T02:10:42.561278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
571
 
6.6%
점 538
 
6.2%
트 297
 
3.4%
마 294
 
3.4%
2 268
 
3.1%
븐 255
 
3.0%
인 224
 
2.6%
5 184
 
2.1%
구 165
 
1.9%
S 158
 
1.8%
Other values (389) 5670
65.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6743
78.2%
Decimal Number 575
 
6.7%
Space Separator 571
 
6.6%
Uppercase Letter 541
 
6.3%
Open Punctuation 91
 
1.1%
Close Punctuation 90
 
1.0%
Lowercase Letter 6
 
0.1%
Other Punctuation 5
 
0.1%
Other Symbol 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
점 538
 
8.0%
트 297
 
4.4%
마 294
 
4.4%
븐 255
 
3.8%
인 224
 
3.3%
구 165
 
2.4%
세 153
 
2.3%
천 152
 
2.3%
이 150
 
2.2%
월 142
 
2.1%
Other values (353) 4373
64.9%
Uppercase Letter
ValueCountFrequency (%)
S 158
29.2%
G 157
29.0%
C 105
19.4%
U 98
18.1%
R 7
 
1.3%
D 7
 
1.3%
E 2
 
0.4%
K 1
 
0.2%
O 1
 
0.2%
A 1
 
0.2%
Other values (4) 4
 
0.7%
Decimal Number
ValueCountFrequency (%)
2 268
46.6%
5 184
32.0%
4 80
 
13.9%
1 14
 
2.4%
3 11
 
1.9%
6 7
 
1.2%
0 4
 
0.7%
8 3
 
0.5%
9 3
 
0.5%
7 1
 
0.2%
Lowercase Letter
ValueCountFrequency (%)
e 1
16.7%
t 1
16.7%
r 1
16.7%
a 1
16.7%
m 1
16.7%
i 1
16.7%
Other Punctuation
ValueCountFrequency (%)
/ 4
80.0%
, 1
 
20.0%
Space Separator
ValueCountFrequency (%)
571
100.0%
Open Punctuation
ValueCountFrequency (%)
( 91
100.0%
Close Punctuation
ValueCountFrequency (%)
) 90
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6745
78.2%
Common 1332
 
15.4%
Latin 547
 
6.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
점 538
 
8.0%
트 297
 
4.4%
마 294
 
4.4%
븐 255
 
3.8%
인 224
 
3.3%
구 165
 
2.4%
세 153
 
2.3%
천 152
 
2.3%
이 150
 
2.2%
월 142
 
2.1%
Other values (354) 4375
64.9%
Latin
ValueCountFrequency (%)
S 158
28.9%
G 157
28.7%
C 105
19.2%
U 98
17.9%
R 7
 
1.3%
D 7
 
1.3%
E 2
 
0.4%
K 1
 
0.2%
O 1
 
0.2%
e 1
 
0.2%
Other values (10) 10
 
1.8%
Common
ValueCountFrequency (%)
571
42.9%
2 268
20.1%
5 184
 
13.8%
( 91
 
6.8%
) 90
 
6.8%
4 80
 
6.0%
1 14
 
1.1%
3 11
 
0.8%
6 7
 
0.5%
0 4
 
0.3%
Other values (5) 12
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6743
78.2%
ASCII 1879
 
21.8%
None 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
571
30.4%
2 268
14.3%
5 184
 
9.8%
S 158
 
8.4%
G 157
 
8.4%
C 105
 
5.6%
U 98
 
5.2%
( 91
 
4.8%
) 90
 
4.8%
4 80
 
4.3%
Other values (25) 77
 
4.1%
Hangul
ValueCountFrequency (%)
점 538
 
8.0%
트 297
 
4.4%
마 294
 
4.4%
븐 255
 
3.8%
인 224
 
3.3%
구 165
 
2.4%
세 153
 
2.3%
천 152
 
2.3%
이 150
 
2.2%
월 142
 
2.1%
Other values (353) 4373
64.9%
None
ValueCountFrequency (%)
㈜ 2
100.0%

사업장 주소
Text

Distinct935
Distinct (%)99.4%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
2023-12-13T02:10:42.856980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length63
Median length53
Mean length29.467588
Min length16

Characters and Unicode

Total characters27729
Distinct characters275
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique929 ?
Unique (%)98.7%

Sample

1st row인천광역시 남동구 남동대로 733번길 (구월동)
2nd row인천광역시 남동구 남동대로747번길 29(구월동)
3rd row인천광역시 남동구 성말로44번길 13(구월동)
4th row인천광역시 남동구 남동대로725번길 5(구월동)
5th row인천광역시 남동구 남동대로777번길 18(구월동)
ValueCountFrequency (%)
인천광역시 941
 
20.0%
남동구 920
 
19.5%
1층 206
 
4.4%
만수동 66
 
1.4%
구월동 47
 
1.0%
101호 37
 
0.8%
간석동 36
 
0.8%
상가동 31
 
0.7%
논현동 26
 
0.6%
호구포로 24
 
0.5%
Other values (1380) 2377
50.5%
2023-12-13T02:10:43.351673image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4079
 
14.7%
동 2038
 
7.3%
1 1411
 
5.1%
구 1309
 
4.7%
남 1145
 
4.1%
인 1027
 
3.7%
천 983
 
3.5%
역 969
 
3.5%
시 957
 
3.5%
로 944
 
3.4%
Other values (265) 12867
46.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 16340
58.9%
Decimal Number 4898
 
17.7%
Space Separator 4079
 
14.7%
Open Punctuation 910
 
3.3%
Close Punctuation 909
 
3.3%
Other Punctuation 417
 
1.5%
Dash Punctuation 131
 
0.5%
Uppercase Letter 23
 
0.1%
Math Symbol 20
 
0.1%
Lowercase Letter 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 2038
 
12.5%
구 1309
 
8.0%
남 1145
 
7.0%
인 1027
 
6.3%
천 983
 
6.0%
역 969
 
5.9%
시 957
 
5.9%
로 944
 
5.8%
광 944
 
5.8%
길 459
 
2.8%
Other values (238) 5565
34.1%
Decimal Number
ValueCountFrequency (%)
1 1411
28.8%
2 565
11.5%
0 549
 
11.2%
3 441
 
9.0%
5 396
 
8.1%
4 372
 
7.6%
7 324
 
6.6%
6 317
 
6.5%
8 292
 
6.0%
9 231
 
4.7%
Uppercase Letter
ValueCountFrequency (%)
A 7
30.4%
B 7
30.4%
C 3
13.0%
D 1
 
4.3%
H 1
 
4.3%
M 1
 
4.3%
L 1
 
4.3%
P 1
 
4.3%
T 1
 
4.3%
Lowercase Letter
ValueCountFrequency (%)
e 1
50.0%
m 1
50.0%
Space Separator
ValueCountFrequency (%)
4079
100.0%
Open Punctuation
ValueCountFrequency (%)
( 910
100.0%
Close Punctuation
ValueCountFrequency (%)
) 909
100.0%
Other Punctuation
ValueCountFrequency (%)
, 417
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 131
100.0%
Math Symbol
ValueCountFrequency (%)
~ 20
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 16340
58.9%
Common 11364
41.0%
Latin 25
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 2038
 
12.5%
구 1309
 
8.0%
남 1145
 
7.0%
인 1027
 
6.3%
천 983
 
6.0%
역 969
 
5.9%
시 957
 
5.9%
로 944
 
5.8%
광 944
 
5.8%
길 459
 
2.8%
Other values (238) 5565
34.1%
Common
ValueCountFrequency (%)
4079
35.9%
1 1411
 
12.4%
( 910
 
8.0%
) 909
 
8.0%
2 565
 
5.0%
0 549
 
4.8%
3 441
 
3.9%
, 417
 
3.7%
5 396
 
3.5%
4 372
 
3.3%
Other values (6) 1315
 
11.6%
Latin
ValueCountFrequency (%)
A 7
28.0%
B 7
28.0%
C 3
12.0%
D 1
 
4.0%
H 1
 
4.0%
M 1
 
4.0%
e 1
 
4.0%
L 1
 
4.0%
P 1
 
4.0%
m 1
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 16340
58.9%
ASCII 11389
41.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4079
35.8%
1 1411
 
12.4%
( 910
 
8.0%
) 909
 
8.0%
2 565
 
5.0%
0 549
 
4.8%
3 441
 
3.9%
, 417
 
3.7%
5 396
 
3.5%
4 372
 
3.3%
Other values (17) 1340
 
11.8%
Hangul
ValueCountFrequency (%)
동 2038
 
12.5%
구 1309
 
8.0%
남 1145
 
7.0%
인 1027
 
6.3%
천 983
 
6.0%
역 969
 
5.9%
시 957
 
5.9%
로 944
 
5.8%
광 944
 
5.8%
길 459
 
2.8%
Other values (238) 5565
34.1%

연락처
Text

MISSING 

Distinct375
Distinct (%)96.2%
Missing551
Missing (%)58.6%
Memory size7.5 KiB
2023-12-13T02:10:43.659241image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.012821
Min length11

Characters and Unicode

Total characters4685
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique360 ?
Unique (%)92.3%

Sample

1st row032-438-2909
2nd row032-446-7235
3rd row032-421-9677
4th row032-431-9239
5th row032-428-3506
ValueCountFrequency (%)
032-427-8456 2
 
0.5%
032-441-8988 2
 
0.5%
032-471-7417 2
 
0.5%
032-472-8889 2
 
0.5%
032-464-0711 2
 
0.5%
032-471-6024 2
 
0.5%
032-503-0157 2
 
0.5%
032-461-8800 2
 
0.5%
032-471-4933 2
 
0.5%
032-426-3441 2
 
0.5%
Other values (365) 370
94.9%
2023-12-13T02:10:44.133986image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 780
16.6%
2 711
15.2%
3 604
12.9%
0 593
12.7%
4 558
11.9%
6 323
6.9%
8 248
 
5.3%
1 244
 
5.2%
7 237
 
5.1%
5 219
 
4.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3905
83.4%
Dash Punctuation 780
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 711
18.2%
3 604
15.5%
0 593
15.2%
4 558
14.3%
6 323
8.3%
8 248
 
6.4%
1 244
 
6.2%
7 237
 
6.1%
5 219
 
5.6%
9 168
 
4.3%
Dash Punctuation
ValueCountFrequency (%)
- 780
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4685
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 780
16.6%
2 711
15.2%
3 604
12.9%
0 593
12.7%
4 558
11.9%
6 323
6.9%
8 248
 
5.3%
1 244
 
5.2%
7 237
 
5.1%
5 219
 
4.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4685
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 780
16.6%
2 711
15.2%
3 604
12.9%
0 593
12.7%
4 558
11.9%
6 323
6.9%
8 248
 
5.3%
1 244
 
5.2%
7 237
 
5.1%
5 219
 
4.7%

Interactions

2023-12-13T02:10:41.029942image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-13T02:10:41.177295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T02:10:41.285745image/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

번호판매소명사업장 주소연락처
01희망마트인천광역시 남동구 남동대로 733번길 (구월동)032-438-2909
12CU 구월중앙점인천광역시 남동구 남동대로747번길 29(구월동)032-446-7235
23형제슈퍼인천광역시 남동구 성말로44번길 13(구월동)032-421-9677
34성흥문구인천광역시 남동구 남동대로725번길 5(구월동)032-431-9239
45GS25 하이비젼점인천광역시 남동구 남동대로777번길 18(구월동)032-428-3506
56하나둘마트인천광역시 남동구 인주대로721번길 25 (구월동)<NA>
67샬롬할인마트인천광역시 남동구 구월남로232번길 39(구월동)032-462-0663
78구일철물인천광역시 남동구 남동대로 719(구월동)032-428-9104
89미래슈퍼인천광역시 남동구 호구포로765번길 14-17 (구월동)032-468-1591
910도림마트(구월1)인천광역시 남동구 남동대로747번길 47(구월동)032-422-6940
번호판매소명사업장 주소연락처
931932(주)코리아세븐 인천서창행복점인천광역시 남동구 서창남로 109(서창동, 인천서창엘에이치15단지) 상가동 1층 104,105호<NA>
932933주식회사 허브컴퍼니인천광역시 남동구 서창남순환로10번길 50(서창동) 101호,102호,103호<NA>
933934GS25 서창스퀘어점인천광역시 남동구 서창남순환로216번길 20(서창동) 1층 106호<NA>
934935(주)코리아세븐 서창장골점인천광역시 남동구 장아산로 216(서창동) 1층<NA>
935936웰빙마트인천광역시 남동구 서창방산로 158(서창동)<NA>
936937지에스25 서창오드리점인천광역시 남동구 서창남순환로 55(서창동, 서창센트럴푸르지오) 상가동 103,104호<NA>
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