Overview

Dataset statistics

Number of variables7
Number of observations283
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory16.4 KiB
Average record size in memory59.5 B

Variable types

Numeric3
Categorical1
Text3

Dataset

Description인천광역시 미추홀구의 집단급식소 현황에 대한 데이터로 업종명, 업소명, 도로명주소, 지번주소 등을 제공합니다.<br/>(집단급식소: 영리를 목적으로 하지 아니하면서 특정 다수인에게 계속하여 음식물을 공급하는 급식시설. 기숙사, 학교, 유치원, 어린이집, 병원 등)
Author인천광역시 미추홀구
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=15070174&srcSe=7661IVAWM27C61E190

Alerts

유형 has constant value ""Constant
연번 has unique valuesUnique
상호명 has unique valuesUnique

Reproduction

Analysis started2024-05-03 19:43:14.923745
Analysis finished2024-05-03 19:43:20.769128
Duration5.85 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct283
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean142
Minimum1
Maximum283
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.6 KiB
2024-05-03T19:43:21.035264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile15.1
Q171.5
median142
Q3212.5
95-th percentile268.9
Maximum283
Range282
Interquartile range (IQR)141

Descriptive statistics

Standard deviation81.839273
Coefficient of variation (CV)0.57633291
Kurtosis-1.2
Mean142
Median Absolute Deviation (MAD)71
Skewness0
Sum40186
Variance6697.6667
MonotonicityStrictly increasing
2024-05-03T19:43:21.517219image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.4%
188 1
 
0.4%
194 1
 
0.4%
193 1
 
0.4%
192 1
 
0.4%
191 1
 
0.4%
190 1
 
0.4%
189 1
 
0.4%
187 1
 
0.4%
196 1
 
0.4%
Other values (273) 273
96.5%
ValueCountFrequency (%)
1 1
0.4%
2 1
0.4%
3 1
0.4%
4 1
0.4%
5 1
0.4%
6 1
0.4%
7 1
0.4%
8 1
0.4%
9 1
0.4%
10 1
0.4%
ValueCountFrequency (%)
283 1
0.4%
282 1
0.4%
281 1
0.4%
280 1
0.4%
279 1
0.4%
278 1
0.4%
277 1
0.4%
276 1
0.4%
275 1
0.4%
274 1
0.4%

유형
Categorical

CONSTANT 

Distinct1
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
집단급식소
283 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
집단급식소 283
100.0%

Length

2024-05-03T19:43:22.014163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T19:43:22.404798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
집단급식소 283
100.0%

상호명
Text

UNIQUE 

Distinct283
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
2024-05-03T19:43:22.909686image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length18
Mean length7.770318
Min length3

Characters and Unicode

Total characters2199
Distinct characters301
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique283 ?
Unique (%)100.0%

Sample

1st row인천보육원
2nd row한국폴리텍대학 남인천캠퍼스
3rd row(주)서울엔지니어링
4th row이건산업(주)
5th row해성보육원장
ValueCountFrequency (%)
어린이집 19
 
5.4%
인하대학교 6
 
1.7%
인천 5
 
1.4%
의료법인 4
 
1.1%
구내식당 3
 
0.9%
정부인천지방합동청사 2
 
0.6%
국공립 2
 
0.6%
주식회사 2
 
0.6%
아인의료재단 2
 
0.6%
산들어린이집 1
 
0.3%
Other values (303) 303
86.8%
2024-05-03T19:43:24.148350image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 114
 
5.2%
원 94
 
4.3%
집 92
 
4.2%
린 92
 
4.2%
어 92
 
4.2%
인 88
 
4.0%
학 73
 
3.3%
66
 
3.0%
교 63
 
2.9%
천 51
 
2.3%
Other values (291) 1374
62.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2072
94.2%
Space Separator 66
 
3.0%
Open Punctuation 24
 
1.1%
Close Punctuation 24
 
1.1%
Decimal Number 8
 
0.4%
Uppercase Letter 3
 
0.1%
Other Punctuation 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 114
 
5.5%
원 94
 
4.5%
집 92
 
4.4%
린 92
 
4.4%
어 92
 
4.4%
인 88
 
4.2%
학 73
 
3.5%
교 63
 
3.0%
천 51
 
2.5%
등 38
 
1.8%
Other values (278) 1275
61.5%
Decimal Number
ValueCountFrequency (%)
1 3
37.5%
2 2
25.0%
4 1
 
12.5%
8 1
 
12.5%
5 1
 
12.5%
Uppercase Letter
ValueCountFrequency (%)
A 1
33.3%
F 1
33.3%
W 1
33.3%
Other Punctuation
ValueCountFrequency (%)
. 1
50.0%
, 1
50.0%
Space Separator
ValueCountFrequency (%)
66
100.0%
Open Punctuation
ValueCountFrequency (%)
( 24
100.0%
Close Punctuation
ValueCountFrequency (%)
) 24
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2072
94.2%
Common 124
 
5.6%
Latin 3
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 114
 
5.5%
원 94
 
4.5%
집 92
 
4.4%
린 92
 
4.4%
어 92
 
4.4%
인 88
 
4.2%
학 73
 
3.5%
교 63
 
3.0%
천 51
 
2.5%
등 38
 
1.8%
Other values (278) 1275
61.5%
Common
ValueCountFrequency (%)
66
53.2%
( 24
 
19.4%
) 24
 
19.4%
1 3
 
2.4%
2 2
 
1.6%
4 1
 
0.8%
. 1
 
0.8%
8 1
 
0.8%
5 1
 
0.8%
, 1
 
0.8%
Latin
ValueCountFrequency (%)
A 1
33.3%
F 1
33.3%
W 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2072
94.2%
ASCII 127
 
5.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 114
 
5.5%
원 94
 
4.5%
집 92
 
4.4%
린 92
 
4.4%
어 92
 
4.4%
인 88
 
4.2%
학 73
 
3.5%
교 63
 
3.0%
천 51
 
2.5%
등 38
 
1.8%
Other values (278) 1275
61.5%
ASCII
ValueCountFrequency (%)
66
52.0%
( 24
 
18.9%
) 24
 
18.9%
1 3
 
2.4%
2 2
 
1.6%
4 1
 
0.8%
A 1
 
0.8%
F 1
 
0.8%
. 1
 
0.8%
8 1
 
0.8%
Other values (3) 3
 
2.4%

도로명주소
Text

Distinct272
Distinct (%)96.1%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
2024-05-03T19:43:24.994170image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length56
Median length46
Mean length30.424028
Min length23

Characters and Unicode

Total characters8610
Distinct characters231
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique267 ?
Unique (%)94.3%

Sample

1st row인천광역시 미추홀구 매소홀로446번길 50 (학익동)
2nd row인천광역시 미추홀구 염전로333번길 23, 한국폴리텍대학 남인천캠퍼스 (주안동)
3rd row인천광역시 미추홀구 방축로 332 (주안동)
4th row인천광역시 미추홀구 송림로307번길 132 (도화동)
5th row인천광역시 미추홀구 인하로91번길 15 (용현동)
ValueCountFrequency (%)
인천광역시 283
 
17.6%
미추홀구 283
 
17.6%
주안동 96
 
6.0%
도화동 53
 
3.3%
용현동 39
 
2.4%
학익동 36
 
2.2%
숭의동 25
 
1.6%
석정로 16
 
1.0%
경인로 16
 
1.0%
1층 15
 
0.9%
Other values (450) 743
46.3%
2024-05-03T19:43:26.433688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1323
 
15.4%
인 370
 
4.3%
홀 317
 
3.7%
천 309
 
3.6%
동 308
 
3.6%
미 307
 
3.6%
추 303
 
3.5%
( 296
 
3.4%
) 296
 
3.4%
시 286
 
3.3%
Other values (221) 4495
52.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5324
61.8%
Space Separator 1323
 
15.4%
Decimal Number 1183
 
13.7%
Open Punctuation 296
 
3.4%
Close Punctuation 296
 
3.4%
Other Punctuation 140
 
1.6%
Dash Punctuation 27
 
0.3%
Uppercase Letter 17
 
0.2%
Lowercase Letter 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
인 370
 
6.9%
홀 317
 
6.0%
천 309
 
5.8%
동 308
 
5.8%
미 307
 
5.8%
추 303
 
5.7%
시 286
 
5.4%
광 285
 
5.4%
구 285
 
5.4%
역 284
 
5.3%
Other values (190) 2270
42.6%
Uppercase Letter
ValueCountFrequency (%)
A 6
35.3%
S 2
 
11.8%
G 1
 
5.9%
F 1
 
5.9%
D 1
 
5.9%
M 1
 
5.9%
K 1
 
5.9%
V 1
 
5.9%
W 1
 
5.9%
E 1
 
5.9%
Decimal Number
ValueCountFrequency (%)
1 234
19.8%
2 160
13.5%
3 145
12.3%
4 119
10.1%
5 106
9.0%
6 97
8.2%
0 93
 
7.9%
7 86
 
7.3%
9 78
 
6.6%
8 65
 
5.5%
Other Punctuation
ValueCountFrequency (%)
, 135
96.4%
. 4
 
2.9%
& 1
 
0.7%
Lowercase Letter
ValueCountFrequency (%)
e 2
50.0%
k 1
25.0%
y 1
25.0%
Space Separator
ValueCountFrequency (%)
1323
100.0%
Open Punctuation
ValueCountFrequency (%)
( 296
100.0%
Close Punctuation
ValueCountFrequency (%)
) 296
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 27
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5324
61.8%
Common 3265
37.9%
Latin 21
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
인 370
 
6.9%
홀 317
 
6.0%
천 309
 
5.8%
동 308
 
5.8%
미 307
 
5.8%
추 303
 
5.7%
시 286
 
5.4%
광 285
 
5.4%
구 285
 
5.4%
역 284
 
5.3%
Other values (190) 2270
42.6%
Common
ValueCountFrequency (%)
1323
40.5%
( 296
 
9.1%
) 296
 
9.1%
1 234
 
7.2%
2 160
 
4.9%
3 145
 
4.4%
, 135
 
4.1%
4 119
 
3.6%
5 106
 
3.2%
6 97
 
3.0%
Other values (7) 354
 
10.8%
Latin
ValueCountFrequency (%)
A 6
28.6%
S 2
 
9.5%
e 2
 
9.5%
G 1
 
4.8%
F 1
 
4.8%
D 1
 
4.8%
M 1
 
4.8%
K 1
 
4.8%
k 1
 
4.8%
y 1
 
4.8%
Other values (4) 4
19.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5324
61.8%
ASCII 3286
38.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1323
40.3%
( 296
 
9.0%
) 296
 
9.0%
1 234
 
7.1%
2 160
 
4.9%
3 145
 
4.4%
, 135
 
4.1%
4 119
 
3.6%
5 106
 
3.2%
6 97
 
3.0%
Other values (21) 375
 
11.4%
Hangul
ValueCountFrequency (%)
인 370
 
6.9%
홀 317
 
6.0%
천 309
 
5.8%
동 308
 
5.8%
미 307
 
5.8%
추 303
 
5.7%
시 286
 
5.4%
광 285
 
5.4%
구 285
 
5.4%
역 284
 
5.3%
Other values (190) 2270
42.6%

지번주소
Text

Distinct270
Distinct (%)95.4%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
2024-05-03T19:43:27.236011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length41
Median length37
Mean length23.434629
Min length18

Characters and Unicode

Total characters6632
Distinct characters191
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique259 ?
Unique (%)91.5%

Sample

1st row인천광역시 미추홀구 학익동 99-1
2nd row인천광역시 미추홀구 주안동 1389-2 한국폴리텍대학 남인천캠퍼스
3rd row인천광역시 미추홀구 주안동 1381-1
4th row인천광역시 미추홀구 도화동 825
5th row인천광역시 미추홀구 용현동 183-6
ValueCountFrequency (%)
인천광역시 283
22.7%
미추홀구 283
22.7%
주안동 99
 
7.9%
도화동 56
 
4.5%
용현동 43
 
3.4%
학익동 39
 
3.1%
숭의동 24
 
1.9%
관교동 15
 
1.2%
0 7
 
0.6%
문학동 7
 
0.6%
Other values (357) 392
31.4%
2024-05-03T19:43:28.439100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1249
18.8%
인 308
 
4.6%
천 302
 
4.6%
미 291
 
4.4%
동 291
 
4.4%
추 288
 
4.3%
홀 288
 
4.3%
시 286
 
4.3%
광 285
 
4.3%
구 285
 
4.3%
Other values (181) 2759
41.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3918
59.1%
Space Separator 1249
 
18.8%
Decimal Number 1199
 
18.1%
Dash Punctuation 222
 
3.3%
Open Punctuation 13
 
0.2%
Close Punctuation 13
 
0.2%
Other Punctuation 11
 
0.2%
Uppercase Letter 5
 
0.1%
Lowercase Letter 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
인 308
 
7.9%
천 302
 
7.7%
미 291
 
7.4%
동 291
 
7.4%
추 288
 
7.4%
홀 288
 
7.4%
시 286
 
7.3%
광 285
 
7.3%
구 285
 
7.3%
역 284
 
7.2%
Other values (158) 1010
25.8%
Decimal Number
ValueCountFrequency (%)
1 260
21.7%
2 129
10.8%
4 128
10.7%
3 125
10.4%
5 115
9.6%
6 112
9.3%
0 96
 
8.0%
7 88
 
7.3%
8 74
 
6.2%
9 72
 
6.0%
Uppercase Letter
ValueCountFrequency (%)
A 1
20.0%
F 1
20.0%
G 1
20.0%
D 1
20.0%
M 1
20.0%
Other Punctuation
ValueCountFrequency (%)
, 9
81.8%
. 1
 
9.1%
& 1
 
9.1%
Space Separator
ValueCountFrequency (%)
1249
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 222
100.0%
Open Punctuation
ValueCountFrequency (%)
( 13
100.0%
Close Punctuation
ValueCountFrequency (%)
) 13
100.0%
Lowercase Letter
ValueCountFrequency (%)
e 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3918
59.1%
Common 2707
40.8%
Latin 7
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
인 308
 
7.9%
천 302
 
7.7%
미 291
 
7.4%
동 291
 
7.4%
추 288
 
7.4%
홀 288
 
7.4%
시 286
 
7.3%
광 285
 
7.3%
구 285
 
7.3%
역 284
 
7.2%
Other values (158) 1010
25.8%
Common
ValueCountFrequency (%)
1249
46.1%
1 260
 
9.6%
- 222
 
8.2%
2 129
 
4.8%
4 128
 
4.7%
3 125
 
4.6%
5 115
 
4.2%
6 112
 
4.1%
0 96
 
3.5%
7 88
 
3.3%
Other values (7) 183
 
6.8%
Latin
ValueCountFrequency (%)
e 2
28.6%
A 1
14.3%
F 1
14.3%
G 1
14.3%
D 1
14.3%
M 1
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3918
59.1%
ASCII 2714
40.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1249
46.0%
1 260
 
9.6%
- 222
 
8.2%
2 129
 
4.8%
4 128
 
4.7%
3 125
 
4.6%
5 115
 
4.2%
6 112
 
4.1%
0 96
 
3.5%
7 88
 
3.2%
Other values (13) 190
 
7.0%
Hangul
ValueCountFrequency (%)
인 308
 
7.9%
천 302
 
7.7%
미 291
 
7.4%
동 291
 
7.4%
추 288
 
7.4%
홀 288
 
7.4%
시 286
 
7.3%
광 285
 
7.3%
구 285
 
7.3%
역 284
 
7.2%
Other values (158) 1010
25.8%

위도
Real number (ℝ)

Distinct264
Distinct (%)93.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.456967
Minimum37.434367
Maximum37.482942
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.6 KiB
2024-05-03T19:43:29.170101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.434367
5-th percentile37.439736
Q137.447591
median37.456942
Q337.46582
95-th percentile37.474046
Maximum37.482942
Range0.04857569
Interquartile range (IQR)0.018229425

Descriptive statistics

Standard deviation0.011508029
Coefficient of variation (CV)0.00030723335
Kurtosis-0.94269867
Mean37.456967
Median Absolute Deviation (MAD)0.00926457
Skewness0.147438
Sum10600.322
Variance0.00013243474
MonotonicityNot monotonic
2024-05-03T19:43:29.833643image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
37.47396441 8
 
2.8%
37.45144803 4
 
1.4%
37.44759061 2
 
0.7%
37.4681085 2
 
0.7%
37.43436668 2
 
0.7%
37.44042158 2
 
0.7%
37.44317678 2
 
0.7%
37.45996204 2
 
0.7%
37.47398641 2
 
0.7%
37.46886321 2
 
0.7%
Other values (254) 255
90.1%
ValueCountFrequency (%)
37.43436668 2
0.7%
37.43574794 1
0.4%
37.43638829 1
0.4%
37.43709199 1
0.4%
37.43777929 1
0.4%
37.43790434 1
0.4%
37.43811766 1
0.4%
37.43866722 1
0.4%
37.43892166 1
0.4%
37.43903057 1
0.4%
ValueCountFrequency (%)
37.48294237 1
0.4%
37.48148258 1
0.4%
37.48036649 1
0.4%
37.48006528 1
0.4%
37.4799135 1
0.4%
37.47990252 1
0.4%
37.47919416 1
0.4%
37.47882173 1
0.4%
37.47862624 1
0.4%
37.47795433 1
0.4%

경도
Real number (ℝ)

Distinct264
Distinct (%)93.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.66849
Minimum126.63187
Maximum126.70152
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.6 KiB
2024-05-03T19:43:30.454748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.63187
5-th percentile126.63957
Q1126.65678
median126.66933
Q3126.68185
95-th percentile126.69271
Maximum126.70152
Range0.0696479
Interquartile range (IQR)0.02506925

Descriptive statistics

Standard deviation0.016522131
Coefficient of variation (CV)0.00013043601
Kurtosis-0.78668702
Mean126.66849
Median Absolute Deviation (MAD)0.012741
Skewness-0.31613784
Sum35847.181
Variance0.00027298083
MonotonicityNot monotonic
2024-05-03T19:43:31.073008image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
126.6519788 8
 
2.8%
126.6515423 4
 
1.4%
126.6595419 2
 
0.7%
126.6816307 2
 
0.7%
126.6848296 2
 
0.7%
126.6614703 2
 
0.7%
126.6693312 2
 
0.7%
126.6806643 2
 
0.7%
126.6608141 2
 
0.7%
126.6619823 2
 
0.7%
Other values (254) 255
90.1%
ValueCountFrequency (%)
126.6318708 1
0.4%
126.6322635 1
0.4%
126.6331389 1
0.4%
126.633333 1
0.4%
126.6333731 1
0.4%
126.6350757 1
0.4%
126.6354466 1
0.4%
126.6355969 1
0.4%
126.6358522 1
0.4%
126.6361965 1
0.4%
ValueCountFrequency (%)
126.7015187 1
0.4%
126.6972234 1
0.4%
126.6971551 1
0.4%
126.6965588 1
0.4%
126.6963967 1
0.4%
126.6957692 1
0.4%
126.6942212 1
0.4%
126.6942107 1
0.4%
126.6941041 1
0.4%
126.6939239 1
0.4%

Interactions

2024-05-03T19:43:18.921472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-03T19:43:16.417148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-03T19:43:17.763568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-03T19:43:19.298980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-03T19:43:16.779296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-03T19:43:18.159338image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-03T19:43:19.677016image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-03T19:43:17.263286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-03T19:43:18.490993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-05-03T19:43:31.448133image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번위도경도
연번1.0000.3600.337
위도0.3601.0000.595
경도0.3370.5951.000
2024-05-03T19:43:31.800148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번위도경도
연번1.0000.0930.030
위도0.0931.000-0.144
경도0.030-0.1441.000

Missing values

2024-05-03T19:43:20.269953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-03T19:43:20.639429image/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

연번유형상호명도로명주소지번주소위도경도
01집단급식소인천보육원인천광역시 미추홀구 매소홀로446번길 50 (학익동)인천광역시 미추홀구 학익동 99-137.437779126.671567
12집단급식소한국폴리텍대학 남인천캠퍼스인천광역시 미추홀구 염전로333번길 23, 한국폴리텍대학 남인천캠퍼스 (주안동)인천광역시 미추홀구 주안동 1389-2 한국폴리텍대학 남인천캠퍼스37.472648126.677334
23집단급식소(주)서울엔지니어링인천광역시 미추홀구 방축로 332 (주안동)인천광역시 미추홀구 주안동 1381-137.473406126.67963
34집단급식소이건산업(주)인천광역시 미추홀구 송림로307번길 132 (도화동)인천광역시 미추홀구 도화동 82537.479903126.661794
45집단급식소해성보육원장인천광역시 미추홀구 인하로91번길 15 (용현동)인천광역시 미추홀구 용현동 183-637.451761126.660087
56집단급식소우일정밀(제1공장)인천광역시 미추홀구 염전로289번길 5 (도화동)인천광역시 미추홀구 도화동 694-137.472277126.672295
67집단급식소(주)주안시범공단인천광역시 미추홀구 주염로 58, 주안시범공단 2층 (주안동)인천광역시 미추홀구 주안동 17-1 주안시범공단37.470262126.68377
78집단급식소인하대학교 학생식당인천광역시 미추홀구 인하로 100 (용현동)인천광역시 미추홀구 용현동 25337.451448126.651542
89집단급식소핸즈코퍼레이션 주식회사(제1공장)인천광역시 미추홀구 길파로 53 (주안동)인천광역시 미추홀구 주안동 1400-137.471471126.679879
910집단급식소롯데알미늄(주)기공사업본부인천광역시 미추홀구 염전로333번길 8 (주안동)인천광역시 미추홀구 주안동 140037.472208126.679155
연번유형상호명도로명주소지번주소위도경도
273274집단급식소국공립 해담 어린이집인천광역시 미추홀구 염전로 414, 109동 1층 (주안동, 주안역 센트레빌)인천광역시 미추홀구 주안동 19-2 주안역 센트레빌37.468781126.686191
274275집단급식소신한일F.A인천광역시 미추홀구 장고개로92번길 5, 신한일 F.A 공장 1층 (도화동)인천광역시 미추홀구 도화동 736 신한일 F.A 공장 1층37.475842126.670318
275276집단급식소신한대 인천 베드로 요양병원인천광역시 미추홀구 경인로 107, 신한대 인천 베드로 요양병원 7층 (숭의동)인천광역시 미추홀구 숭의동 79-2 크리스탈빌딩37.466531126.654408
276277집단급식소주안24시 어린이집인천광역시 미추홀구 미추홀대로669번길 20, 주안24시 어린이집 (주안동)인천광역시 미추홀구 주안동 503-6 주안24시 어린이집37.457449126.678757
277278집단급식소저스트병원인천광역시 미추홀구 석정로 21, 7층 (숭의동)인천광역시 미추홀구 숭의동 342-537.46174126.642049
278279집단급식소서울이왕병원인천광역시 미추홀구 미추홀대로 702, 효광빌딩 7층 (주안동)인천광역시 미추홀구 주안동 175-3 효광빌딩37.459962126.680664
279280집단급식소의료법인 아인의료재단 아인여성병원인천광역시 미추홀구 경인로 372, 201동 6층 (주안동, 포레나 미추홀)인천광역시 미추홀구 주안동 0 포레나 미추홀37.458018126.681163
280281집단급식소의료법인 아인의료재단 아인산후조리원인천광역시 미추홀구 경인로 372, 201동 5층 (주안동, 포레나 미추홀)인천광역시 미추홀구 주안동 0 포레나 미추홀37.458018126.681163
281282집단급식소정부인천지방합동청사 초롱어린이집인천광역시 미추홀구 석정로 239, 정부인천지방합동청사 1층 (도화동)인천광역시 미추홀구 도화동 1001 정부인천지방합동청사37.468863126.661982
282283집단급식소에듀포레 어린이집인천광역시 미추홀구 경원대로780번길 22 (주안동, 주안캐슬앤더샵에듀포레아파트)인천광역시 미추홀구 주안동 1556-59 주안캐슬앤더샵에듀포레아파트37.45397126.692801