Overview

Dataset statistics

Number of variables5
Number of observations418
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory16.9 KiB
Average record size in memory41.3 B

Variable types

Numeric1
Categorical2
Text2

Dataset

Description연수구 음식물폐기물다량배출사업장 현황에 대한 데이터로 군구명, 업종, 다량배출사업장명, 소재지 등의 정보에 대해서 제공합니다.
Author인천광역시 연수구
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=15034367&srcSe=7661IVAWM27C61E190

Alerts

군·구명 has constant value ""Constant
연번 is highly overall correlated with 업종High correlation
업종 is highly overall correlated with 연번High correlation
연번 has unique valuesUnique
다량배출사업장명 has unique valuesUnique

Reproduction

Analysis started2024-04-14 03:08:03.560105
Analysis finished2024-04-14 03:08:04.974208
Duration1.41 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct418
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean209.5
Minimum1
Maximum418
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.8 KiB
2024-04-14T12:08:05.032986image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile21.85
Q1105.25
median209.5
Q3313.75
95-th percentile397.15
Maximum418
Range417
Interquartile range (IQR)208.5

Descriptive statistics

Standard deviation120.81046
Coefficient of variation (CV)0.5766609
Kurtosis-1.2
Mean209.5
Median Absolute Deviation (MAD)104.5
Skewness0
Sum87571
Variance14595.167
MonotonicityStrictly increasing
2024-04-14T12:08:05.153207image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
315 1
 
0.2%
287 1
 
0.2%
286 1
 
0.2%
285 1
 
0.2%
284 1
 
0.2%
283 1
 
0.2%
282 1
 
0.2%
281 1
 
0.2%
280 1
 
0.2%
Other values (408) 408
97.6%
ValueCountFrequency (%)
1 1
0.2%
2 1
0.2%
3 1
0.2%
4 1
0.2%
5 1
0.2%
6 1
0.2%
7 1
0.2%
8 1
0.2%
9 1
0.2%
10 1
0.2%
ValueCountFrequency (%)
418 1
0.2%
417 1
0.2%
416 1
0.2%
415 1
0.2%
414 1
0.2%
413 1
0.2%
412 1
0.2%
411 1
0.2%
410 1
0.2%
409 1
0.2%

군·구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
연수구
418 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
연수구 418
100.0%

Length

2024-04-14T12:08:05.272722image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-14T12:08:05.344060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
연수구 418
100.0%

업종
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
일반음식점
232 
집단급식소
158 
휴게음식점
 
18
관광숙박업
 
8
대규모점포
 
1

Length

Max length6
Median length5
Mean length5.0023923
Min length5

Unique

Unique2 ?
Unique (%)0.5%

Sample

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

Common Values

ValueCountFrequency (%)
일반음식점 232
55.5%
집단급식소 158
37.8%
휴게음식점 18
 
4.3%
관광숙박업 8
 
1.9%
대규모점포 1
 
0.2%
집단급식소 1
 
0.2%

Length

2024-04-14T12:08:05.421839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-14T12:08:05.504023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반음식점 232
55.5%
집단급식소 159
38.0%
휴게음식점 18
 
4.3%
관광숙박업 8
 
1.9%
대규모점포 1
 
0.2%

다량배출사업장명
Text

UNIQUE 

Distinct418
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2024-04-14T12:08:05.653329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length21
Mean length9.2344498
Min length2

Characters and Unicode

Total characters3860
Distinct characters457
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique418 ?
Unique (%)100.0%

Sample

1st row알리 스위트호텔
2nd row(주)라마다송도호텔
3rd row아제라관광호텔
4th row홀리데이인 인천송도호텔
5th row호텔스카이파크인천송도
ValueCountFrequency (%)
송도점 24
 
3.9%
주)아워홈 11
 
1.8%
삼성웰스토리(주 8
 
1.3%
주식회사 8
 
1.3%
연수점 7
 
1.1%
스타벅스 6
 
1.0%
대우송도호텔 6
 
1.0%
송도 5
 
0.8%
한옥마을점 5
 
0.8%
인천대학교 5
 
0.8%
Other values (504) 532
86.2%
2024-04-14T12:08:05.919671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
201
 
5.2%
송 118
 
3.1%
) 114
 
3.0%
( 114
 
3.0%
도 112
 
2.9%
주 98
 
2.5%
점 97
 
2.5%
스 97
 
2.5%
학 93
 
2.4%
인 85
 
2.2%
Other values (447) 2731
70.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3326
86.2%
Space Separator 201
 
5.2%
Close Punctuation 115
 
3.0%
Open Punctuation 114
 
3.0%
Uppercase Letter 46
 
1.2%
Decimal Number 34
 
0.9%
Lowercase Letter 21
 
0.5%
Other Punctuation 2
 
0.1%
Letter Number 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
송 118
 
3.5%
도 112
 
3.4%
주 98
 
2.9%
점 97
 
2.9%
스 97
 
2.9%
학 93
 
2.8%
인 85
 
2.6%
이 84
 
2.5%
천 78
 
2.3%
교 72
 
2.2%
Other values (402) 2392
71.9%
Uppercase Letter
ValueCountFrequency (%)
D 7
15.2%
T 7
15.2%
C 5
10.9%
J 4
8.7%
S 4
8.7%
G 3
6.5%
V 3
6.5%
P 3
6.5%
L 2
 
4.3%
E 1
 
2.2%
Other values (7) 7
15.2%
Lowercase Letter
ValueCountFrequency (%)
s 4
19.0%
a 3
14.3%
o 3
14.3%
y 2
9.5%
i 2
9.5%
j 1
 
4.8%
r 1
 
4.8%
n 1
 
4.8%
c 1
 
4.8%
h 1
 
4.8%
Other values (2) 2
9.5%
Decimal Number
ValueCountFrequency (%)
1 10
29.4%
2 9
26.5%
0 5
14.7%
6 2
 
5.9%
7 2
 
5.9%
8 2
 
5.9%
3 2
 
5.9%
4 1
 
2.9%
5 1
 
2.9%
Close Punctuation
ValueCountFrequency (%)
) 114
99.1%
） 1
 
0.9%
Other Punctuation
ValueCountFrequency (%)
, 1
50.0%
& 1
50.0%
Space Separator
ValueCountFrequency (%)
201
100.0%
Open Punctuation
ValueCountFrequency (%)
( 114
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3326
86.2%
Common 466
 
12.1%
Latin 68
 
1.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
송 118
 
3.5%
도 112
 
3.4%
주 98
 
2.9%
점 97
 
2.9%
스 97
 
2.9%
학 93
 
2.8%
인 85
 
2.6%
이 84
 
2.5%
천 78
 
2.3%
교 72
 
2.2%
Other values (402) 2392
71.9%
Latin
ValueCountFrequency (%)
D 7
 
10.3%
T 7
 
10.3%
C 5
 
7.4%
s 4
 
5.9%
J 4
 
5.9%
S 4
 
5.9%
G 3
 
4.4%
V 3
 
4.4%
P 3
 
4.4%
a 3
 
4.4%
Other values (20) 25
36.8%
Common
ValueCountFrequency (%)
201
43.1%
) 114
24.5%
( 114
24.5%
1 10
 
2.1%
2 9
 
1.9%
0 5
 
1.1%
6 2
 
0.4%
7 2
 
0.4%
8 2
 
0.4%
3 2
 
0.4%
Other values (5) 5
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3326
86.2%
ASCII 532
 
13.8%
None 1
 
< 0.1%
Number Forms 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
201
37.8%
) 114
21.4%
( 114
21.4%
1 10
 
1.9%
2 9
 
1.7%
D 7
 
1.3%
T 7
 
1.3%
C 5
 
0.9%
0 5
 
0.9%
s 4
 
0.8%
Other values (33) 56
 
10.5%
Hangul
ValueCountFrequency (%)
송 118
 
3.5%
도 112
 
3.4%
주 98
 
2.9%
점 97
 
2.9%
스 97
 
2.9%
학 93
 
2.8%
인 85
 
2.6%
이 84
 
2.5%
천 78
 
2.3%
교 72
 
2.2%
Other values (402) 2392
71.9%
None
ValueCountFrequency (%)
） 1
100.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
100.0%

소재지
Text

Distinct393
Distinct (%)94.0%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2024-04-14T12:08:06.119798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length58
Median length46
Mean length30.136364
Min length16

Characters and Unicode

Total characters12597
Distinct characters269
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique379 ?
Unique (%)90.7%

Sample

1st row인천광역시 연수구 능허대로 227-7 (옥련동)
2nd row인천광역시 연수구 능허대로267번길 29 (동춘동)
3rd row인천광역시 연수구 용담로85번길 28 (청학동)
4th row인천광역시 연수구 인천타워대로 251 (송도동_ 홀리데이 인 인천송도호텔)
5th row인천광역시 연수구 컨벤시아대로233 (송도동)
ValueCountFrequency (%)
인천광역시 417
 
17.4%
연수구 417
 
17.4%
송도동 179
 
7.5%
동춘동 101
 
4.2%
옥련동 61
 
2.5%
1층 33
 
1.4%
연수동 33
 
1.4%
청학동 25
 
1.0%
2층 19
 
0.8%
컨벤시아대로 18
 
0.7%
Other values (493) 1099
45.8%
2024-04-14T12:08:06.427279image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2011
 
16.0%
동 553
 
4.4%
연 470
 
3.7%
인 468
 
3.7%
수 461
 
3.7%
시 452
 
3.6%
천 447
 
3.5%
1 442
 
3.5%
) 425
 
3.4%
( 425
 
3.4%
Other values (259) 6443
51.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 7631
60.6%
Space Separator 2011
 
16.0%
Decimal Number 1723
 
13.7%
Close Punctuation 425
 
3.4%
Open Punctuation 425
 
3.4%
Connector Punctuation 131
 
1.0%
Other Punctuation 114
 
0.9%
Uppercase Letter 92
 
0.7%
Dash Punctuation 32
 
0.3%
Math Symbol 9
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 553
 
7.2%
연 470
 
6.2%
인 468
 
6.1%
수 461
 
6.0%
시 452
 
5.9%
천 447
 
5.9%
로 424
 
5.6%
구 423
 
5.5%
광 419
 
5.5%
역 418
 
5.5%
Other values (219) 3096
40.6%
Uppercase Letter
ValueCountFrequency (%)
A 16
17.4%
E 11
12.0%
U 10
10.9%
S 10
10.9%
R 9
9.8%
Q 7
7.6%
C 5
 
5.4%
M 4
 
4.3%
D 4
 
4.3%
B 3
 
3.3%
Other values (8) 13
14.1%
Decimal Number
ValueCountFrequency (%)
1 442
25.7%
2 282
16.4%
0 187
10.9%
3 165
 
9.6%
5 139
 
8.1%
7 114
 
6.6%
4 111
 
6.4%
6 104
 
6.0%
9 93
 
5.4%
8 86
 
5.0%
Other Punctuation
ValueCountFrequency (%)
, 98
86.0%
· 14
 
12.3%
& 1
 
0.9%
. 1
 
0.9%
Lowercase Letter
ValueCountFrequency (%)
s 3
75.0%
y 1
 
25.0%
Space Separator
ValueCountFrequency (%)
2011
100.0%
Close Punctuation
ValueCountFrequency (%)
) 425
100.0%
Open Punctuation
ValueCountFrequency (%)
( 425
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 131
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 32
100.0%
Math Symbol
ValueCountFrequency (%)
~ 9
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 7631
60.6%
Common 4870
38.7%
Latin 96
 
0.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 553
 
7.2%
연 470
 
6.2%
인 468
 
6.1%
수 461
 
6.0%
시 452
 
5.9%
천 447
 
5.9%
로 424
 
5.6%
구 423
 
5.5%
광 419
 
5.5%
역 418
 
5.5%
Other values (219) 3096
40.6%
Common
ValueCountFrequency (%)
2011
41.3%
1 442
 
9.1%
) 425
 
8.7%
( 425
 
8.7%
2 282
 
5.8%
0 187
 
3.8%
3 165
 
3.4%
5 139
 
2.9%
_ 131
 
2.7%
7 114
 
2.3%
Other values (10) 549
 
11.3%
Latin
ValueCountFrequency (%)
A 16
16.7%
E 11
11.5%
U 10
10.4%
S 10
10.4%
R 9
9.4%
Q 7
7.3%
C 5
 
5.2%
M 4
 
4.2%
D 4
 
4.2%
B 3
 
3.1%
Other values (10) 17
17.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 7631
60.6%
ASCII 4952
39.3%
None 14
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2011
40.6%
1 442
 
8.9%
) 425
 
8.6%
( 425
 
8.6%
2 282
 
5.7%
0 187
 
3.8%
3 165
 
3.3%
5 139
 
2.8%
_ 131
 
2.6%
7 114
 
2.3%
Other values (29) 631
 
12.7%
Hangul
ValueCountFrequency (%)
동 553
 
7.2%
연 470
 
6.2%
인 468
 
6.1%
수 461
 
6.0%
시 452
 
5.9%
천 447
 
5.9%
로 424
 
5.6%
구 423
 
5.5%
광 419
 
5.5%
역 418
 
5.5%
Other values (219) 3096
40.6%
None
ValueCountFrequency (%)
· 14
100.0%

Interactions

2024-04-14T12:08:04.741802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-14T12:08:06.498199image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번업종
연번1.0000.752
업종0.7521.000
2024-04-14T12:08:06.561141image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번업종
연번1.0000.521
업종0.5211.000

Missing values

2024-04-14T12:08:04.865669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-14T12:08:04.940787image/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

연번군·구명업종다량배출사업장명소재지
01연수구관광숙박업알리 스위트호텔인천광역시 연수구 능허대로 227-7 (옥련동)
12연수구관광숙박업(주)라마다송도호텔인천광역시 연수구 능허대로267번길 29 (동춘동)
23연수구관광숙박업아제라관광호텔인천광역시 연수구 용담로85번길 28 (청학동)
34연수구관광숙박업홀리데이인 인천송도호텔인천광역시 연수구 인천타워대로 251 (송도동_ 홀리데이 인 인천송도호텔)
45연수구관광숙박업호텔스카이파크인천송도인천광역시 연수구 컨벤시아대로233 (송도동)
56연수구관광숙박업조원관광진흥(주) 송도파크호텔인천광역시 연수구 테크노파크로 151 (송도동) 오라카이 송도파크호텔
67연수구관광숙박업송도센트럴파크호텔인천광역시 연수구 테크노파크로 193 (송도동)
78연수구관광숙박업경원재앰배서더호텔인천광역시 연수구 테크노파크로 200 (송도동)
89연수구대규모점포롯데마트 송도점인천광역시 연수구 컨벤시아대로 177 (송도동_ 롯데마트)
910연수구일반음식점(주)세교푸드시스템인천광역시 연수구 갯벌로 12, 지하 (송도동)
연번군·구명업종다량배출사업장명소재지
408409연수구휴게음식점삼성웰스토리(주) 연세대송도아리샘1인천광역시 연수구 송도과학로 85_ 연세대학교 국제캠퍼스 지하1층 (송도동)
409410연수구휴게음식점(주)스타벅스커피코리아 송도트리플지점인천광역시 연수구 송도과학로16번길 33-1_ 송도 트리플스트리트 A동지상1.2층 (송도동)
410411연수구휴게음식점스타벅스 송도커넬워크점인천광역시 연수구 아트센터대로 131 (송도동_ 커낼워크D2 SUMMER)
411412연수구휴게음식점스타벅스 인천동춘DT점인천광역시 연수구 앵고개로 171 (동춘동)
412413연수구휴게음식점스타벅스 인천연수점인천광역시 연수구 용담로 115 (연수동_ 파크타워)
413414연수구휴게음식점(주)스타벅스코리아 송도캐슬파크점인천광역시 연수구 인천타워대로132번길 9, 101~105호 (송도동)
414415연수구휴게음식점케이에프씨 인천스퀘어원점인천광역시 연수구 청능대로 210 (동춘동_ 연수SQUARE1)
415416연수구휴게음식점스타벅스 스퀘어원점인천광역시 연수구 청능대로 210_ 스퀘어원 (동춘동)
416417연수구휴게음식점(주)태선(송도지점)맥도날드인천광역시 연수구 하모니로 128_ GS송도국제도시주유소 (송도동)
417418연수구휴게음식점스타벅스 인천송도DT점인천광역시 연수구 하모니로 136 (송도동_ 레인보우빌딩)