Overview

Dataset statistics

Number of variables36
Number of observations722
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory205.3 KiB
Average record size in memory291.2 B

Variable types

Numeric3
Text4
Categorical6
Unsupported22
DateTime1

Dataset

Description본 데이터는 교육부 학교급식의 식재료 데이터 사용 현황 등을 분석하여 선정한 가공식품 722개 품목에 대하여 에너지 등 최대 24개 영양성분 정보를 제공하고 있음
Author식품의약품안전처
URLhttps://www.data.go.kr/data/15112364/fileData.do

Alerts

데이터생성 방법명 is highly imbalanced (90.7%)Imbalance
구분 has unique valuesUnique
식품코드 has unique valuesUnique
가공식품품목명 has unique valuesUnique
수분 (g) is an unsupported type, check if it needs cleaning or further analysisUnsupported
지방 (g) is an unsupported type, check if it needs cleaning or further analysisUnsupported
회분 (g) is an unsupported type, check if it needs cleaning or further analysisUnsupported
탄수화물 (g) is an unsupported type, check if it needs cleaning or further analysisUnsupported
당류 (g) is an unsupported type, check if it needs cleaning or further analysisUnsupported
식이섬유 (g) is an unsupported type, check if it needs cleaning or further analysisUnsupported
칼슘 (mg) is an unsupported type, check if it needs cleaning or further analysisUnsupported
철 (mg) is an unsupported type, check if it needs cleaning or further analysisUnsupported
인 (mg) is an unsupported type, check if it needs cleaning or further analysisUnsupported
칼륨 (mg) is an unsupported type, check if it needs cleaning or further analysisUnsupported
나트륨 (mg) is an unsupported type, check if it needs cleaning or further analysisUnsupported
비타민 A (μg RAE) is an unsupported type, check if it needs cleaning or further analysisUnsupported
레티놀 (μg) is an unsupported type, check if it needs cleaning or further analysisUnsupported
베타카로틴 (μg) is an unsupported type, check if it needs cleaning or further analysisUnsupported
티아민 (mg) is an unsupported type, check if it needs cleaning or further analysisUnsupported
리보플라빈 (mg) is an unsupported type, check if it needs cleaning or further analysisUnsupported
니아신 (mg) is an unsupported type, check if it needs cleaning or further analysisUnsupported
비타민 C (mg) is an unsupported type, check if it needs cleaning or further analysisUnsupported
비타민 D (μg) is an unsupported type, check if it needs cleaning or further analysisUnsupported
콜레스테롤 (mg) is an unsupported type, check if it needs cleaning or further analysisUnsupported
포화지방산 (g) is an unsupported type, check if it needs cleaning or further analysisUnsupported
트랜스지방산 (g) is an unsupported type, check if it needs cleaning or further analysisUnsupported
단백질 (g) has 84 (11.6%) zerosZeros

Reproduction

Analysis started2024-03-23 04:26:23.094099
Analysis finished2024-03-23 04:26:24.466895
Duration1.37 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구분
Real number (ℝ)

UNIQUE 

Distinct722
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean361.5
Minimum1
Maximum722
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.5 KiB
2024-03-23T04:26:24.767515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile37.05
Q1181.25
median361.5
Q3541.75
95-th percentile685.95
Maximum722
Range721
Interquartile range (IQR)360.5

Descriptive statistics

Standard deviation208.56773
Coefficient of variation (CV)0.57695086
Kurtosis-1.2
Mean361.5
Median Absolute Deviation (MAD)180.5
Skewness0
Sum261003
Variance43500.5
MonotonicityStrictly increasing
2024-03-23T04:26:25.413974image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
476 1
 
0.1%
478 1
 
0.1%
479 1
 
0.1%
480 1
 
0.1%
481 1
 
0.1%
482 1
 
0.1%
483 1
 
0.1%
484 1
 
0.1%
485 1
 
0.1%
Other values (712) 712
98.6%
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 (%)
722 1
0.1%
721 1
0.1%
720 1
0.1%
719 1
0.1%
718 1
0.1%
717 1
0.1%
716 1
0.1%
715 1
0.1%
714 1
0.1%
713 1
0.1%

식품코드
Text

UNIQUE 

Distinct722
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
2024-03-23T04:26:25.869683image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length23
Mean length23
Min length23

Characters and Unicode

Total characters16606
Distinct characters14
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique722 ?
Unique (%)100.0%

Sample

1st rowP101_001000100-F001-002
2nd rowP101_001000100-F002-000
3rd rowP101_001000100-F003-001
4th rowP101_001000100-F004-002
5th rowP101_004000400-F001-001
ValueCountFrequency (%)
p101_001000100-f001-002 1
 
0.1%
p117_100050200-f012-001 1
 
0.1%
p116_009070200-f007-001 1
 
0.1%
p116_011070400-f012-001 1
 
0.1%
p116_009070200-f008-001 1
 
0.1%
p116_009070200-f009-001 1
 
0.1%
p116_009070200-f010-001 1
 
0.1%
p116_010070200-f001-000 1
 
0.1%
p116_011070400-f004-000 1
 
0.1%
p116_011070400-f005-001 1
 
0.1%
Other values (712) 712
98.6%
2024-03-23T04:26:26.887542image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 7688
46.3%
1 2411
 
14.5%
- 1445
 
8.7%
2 766
 
4.6%
P 722
 
4.3%
F 722
 
4.3%
_ 721
 
4.3%
4 560
 
3.4%
3 558
 
3.4%
5 257
 
1.5%
Other values (4) 756
 
4.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 12996
78.3%
Dash Punctuation 1445
 
8.7%
Uppercase Letter 1444
 
8.7%
Connector Punctuation 721
 
4.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 7688
59.2%
1 2411
 
18.6%
2 766
 
5.9%
4 560
 
4.3%
3 558
 
4.3%
5 257
 
2.0%
6 236
 
1.8%
7 223
 
1.7%
9 181
 
1.4%
8 116
 
0.9%
Uppercase Letter
ValueCountFrequency (%)
P 722
50.0%
F 722
50.0%
Dash Punctuation
ValueCountFrequency (%)
- 1445
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 721
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 15162
91.3%
Latin 1444
 
8.7%

Most frequent character per script

Common
ValueCountFrequency (%)
0 7688
50.7%
1 2411
 
15.9%
- 1445
 
9.5%
2 766
 
5.1%
_ 721
 
4.8%
4 560
 
3.7%
3 558
 
3.7%
5 257
 
1.7%
6 236
 
1.6%
7 223
 
1.5%
Other values (2) 297
 
2.0%
Latin
ValueCountFrequency (%)
P 722
50.0%
F 722
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 16606
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 7688
46.3%
1 2411
 
14.5%
- 1445
 
8.7%
2 766
 
4.6%
P 722
 
4.3%
F 722
 
4.3%
_ 721
 
4.3%
4 560
 
3.4%
3 558
 
3.4%
5 257
 
1.5%
Other values (4) 756
 
4.6%

가공식품품목명
Text

UNIQUE 

Distinct722
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
2024-03-23T04:26:27.917984image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length11
Mean length4.9224377
Min length1

Characters and Unicode

Total characters3554
Distinct characters397
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique722 ?
Unique (%)100.0%

Sample

1st row강냉이
2nd row캐러멜팝콘
3rd row튀밥
4th row팝콘
5th row도넛/완제품
ValueCountFrequency (%)
강냉이 1
 
0.1%
꿔바로우/칼슘강화 1
 
0.1%
머핀/가루 1
 
0.1%
고구마튀김 1
 
0.1%
초코쿠키/가루 1
 
0.1%
핫케이크/가루 1
 
0.1%
초코핫케이크/가루 1
 
0.1%
빵가루/건식 1
 
0.1%
크로켓 1
 
0.1%
감자치즈크로켓 1
 
0.1%
Other values (714) 714
98.6%
2024-03-23T04:26:29.445414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
스 155
 
4.4%
이 97
 
2.7%
소 76
 
2.1%
/ 73
 
2.1%
치 70
 
2.0%
크 65
 
1.8%
드 54
 
1.5%
고 52
 
1.5%
리 50
 
1.4%
두 49
 
1.4%
Other values (387) 2813
79.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3478
97.9%
Other Punctuation 73
 
2.1%
Space Separator 3
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 155
 
4.5%
이 97
 
2.8%
소 76
 
2.2%
치 70
 
2.0%
크 65
 
1.9%
드 54
 
1.6%
고 52
 
1.5%
리 50
 
1.4%
두 49
 
1.4%
자 47
 
1.4%
Other values (385) 2763
79.4%
Other Punctuation
ValueCountFrequency (%)
/ 73
100.0%
Space Separator
ValueCountFrequency (%)
3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3478
97.9%
Common 76
 
2.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 155
 
4.5%
이 97
 
2.8%
소 76
 
2.2%
치 70
 
2.0%
크 65
 
1.9%
드 54
 
1.6%
고 52
 
1.5%
리 50
 
1.4%
두 49
 
1.4%
자 47
 
1.4%
Other values (385) 2763
79.4%
Common
ValueCountFrequency (%)
/ 73
96.1%
3
 
3.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3478
97.9%
ASCII 76
 
2.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
스 155
 
4.5%
이 97
 
2.8%
소 76
 
2.2%
치 70
 
2.0%
크 65
 
1.9%
드 54
 
1.6%
고 52
 
1.5%
리 50
 
1.4%
두 49
 
1.4%
자 47
 
1.4%
Other values (385) 2763
79.4%
ASCII
ValueCountFrequency (%)
/ 73
96.1%
3
 
3.9%

대표식품명
Text

Distinct128
Distinct (%)17.7%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
2024-03-23T04:26:30.197357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length8
Mean length4.1606648
Min length1

Characters and Unicode

Total characters3004
Distinct characters198
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique32 ?
Unique (%)4.4%

Sample

1st row강냉이/팝콘
2nd row강냉이/팝콘
3rd row강냉이/팝콘
4th row강냉이/팝콘
5th row도넛
ValueCountFrequency (%)
소스/드레싱 87
 
11.2%
기타 52
 
6.7%
식육가공품 35
 
4.5%
떡 31
 
4.0%
빵 30
 
3.9%
과·채주스 27
 
3.5%
만두 23
 
3.0%
어육가공품 18
 
2.3%
케이크 16
 
2.1%
김치 14
 
1.8%
Other values (118) 441
57.0%
2024-03-23T04:26:31.571781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 170
 
5.7%
스 165
 
5.5%
가 126
 
4.2%
품 107
 
3.6%
소 105
 
3.5%
공 104
 
3.5%
드 96
 
3.2%
레 88
 
2.9%
싱 87
 
2.9%
이 57
 
1.9%
Other values (188) 1899
63.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2745
91.4%
Other Punctuation 205
 
6.8%
Space Separator 52
 
1.7%
Close Punctuation 1
 
< 0.1%
Open Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 165
 
6.0%
가 126
 
4.6%
품 107
 
3.9%
소 105
 
3.8%
공 104
 
3.8%
드 96
 
3.5%
레 88
 
3.2%
싱 87
 
3.2%
이 57
 
2.1%
타 56
 
2.0%
Other values (183) 1754
63.9%
Other Punctuation
ValueCountFrequency (%)
/ 170
82.9%
· 35
 
17.1%
Space Separator
ValueCountFrequency (%)
52
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2745
91.4%
Common 259
 
8.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 165
 
6.0%
가 126
 
4.6%
품 107
 
3.9%
소 105
 
3.8%
공 104
 
3.8%
드 96
 
3.5%
레 88
 
3.2%
싱 87
 
3.2%
이 57
 
2.1%
타 56
 
2.0%
Other values (183) 1754
63.9%
Common
ValueCountFrequency (%)
/ 170
65.6%
52
 
20.1%
· 35
 
13.5%
) 1
 
0.4%
( 1
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2745
91.4%
ASCII 224
 
7.5%
None 35
 
1.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 170
75.9%
52
 
23.2%
) 1
 
0.4%
( 1
 
0.4%
Hangul
ValueCountFrequency (%)
스 165
 
6.0%
가 126
 
4.6%
품 107
 
3.9%
소 105
 
3.8%
공 104
 
3.8%
드 96
 
3.5%
레 88
 
3.2%
싱 87
 
3.2%
이 57
 
2.1%
타 56
 
2.0%
Other values (183) 1754
63.9%
None
ValueCountFrequency (%)
· 35
100.0%

식품대분류명
Categorical

Distinct19
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
과자류·빵류 또는 떡류
167 
조미식품
116 
즉석식품류
70 
음료류
66 
농산가공식품류
53 
Other values (14)
250 

Length

Max length15
Median length11
Mean length7.1495845
Min length2

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row과자류·빵류 또는 떡류
2nd row과자류·빵류 또는 떡류
3rd row과자류·빵류 또는 떡류
4th row과자류·빵류 또는 떡류
5th row과자류·빵류 또는 떡류

Common Values

ValueCountFrequency (%)
과자류·빵류 또는 떡류 167
23.1%
조미식품 116
16.1%
즉석식품류 70
9.7%
음료류 66
 
9.1%
농산가공식품류 53
 
7.3%
식육가공품 및 포장육 53
 
7.3%
수산가공식품류 46
 
6.4%
유가공품류 37
 
5.1%
절임류 또는 조림류 29
 
4.0%
두부류 또는 묵류 16
 
2.2%
Other values (9) 69
9.6%

Length

2024-03-23T04:26:32.055888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
또는 218
17.2%
과자류·빵류 167
13.2%
떡류 167
13.2%
조미식품 116
9.2%
즉석식품류 70
 
5.5%
음료류 66
 
5.2%
농산가공식품류 53
 
4.2%
식육가공품 53
 
4.2%
및 53
 
4.2%
포장육 53
 
4.2%
Other values (16) 248
19.6%

식품중분류명
Categorical

Distinct46
Distinct (%)6.4%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
해당없음
215 
소스류
100 
즉석섭취·편의식품류
46 
기타 농산가공품류
42 
양념육류(*축산물)
34 
Other values (41)
285 

Length

Max length15
Median length13
Mean length5.7686981
Min length2

Unique

Unique9 ?
Unique (%)1.2%

Sample

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

Common Values

ValueCountFrequency (%)
해당없음 215
29.8%
소스류 100
13.9%
즉석섭취·편의식품류 46
 
6.4%
기타 농산가공품류 42
 
5.8%
양념육류(*축산물) 34
 
4.7%
과일·채소류음료 33
 
4.6%
기타 수산물가공품 30
 
4.2%
만두류 24
 
3.3%
발효유류(*축산물) 16
 
2.2%
절임류 15
 
2.1%
Other values (36) 167
23.1%

Length

2024-03-23T04:26:32.651366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
해당없음 215
26.9%
소스류 100
12.5%
기타 72
 
9.0%
즉석섭취·편의식품류 46
 
5.8%
농산가공품류 42
 
5.2%
양념육류(*축산물 34
 
4.2%
과일·채소류음료 33
 
4.1%
수산물가공품 30
 
3.8%
만두류 24
 
3.0%
발효유류(*축산물 16
 
2.0%
Other values (39) 188
23.5%

식품소분류명
Text

Distinct79
Distinct (%)10.9%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
2024-03-23T04:26:33.300199image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length9
Mean length3.5069252
Min length1

Characters and Unicode

Total characters2532
Distinct characters132
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique23 ?
Unique (%)3.2%

Sample

1st row과자
2nd row과자
3rd row과자
4th row과자
5th row빵류
ValueCountFrequency (%)
소스 86
 
11.6%
빵류 83
 
11.2%
해당없음 59
 
7.9%
과자 45
 
6.0%
떡류 31
 
4.2%
즉석조리식품 29
 
3.9%
과·채주스 27
 
3.6%
분쇄가공육제품 23
 
3.1%
만두 23
 
3.1%
기타 16
 
2.2%
Other values (72) 322
43.3%
2024-03-23T04:26:34.692544image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
류 155
 
6.1%
품 149
 
5.9%
스 128
 
5.1%
가 99
 
3.9%
공 98
 
3.9%
소 95
 
3.8%
과 93
 
3.7%
빵 83
 
3.3%
음 82
 
3.2%
식 77
 
3.0%
Other values (122) 1473
58.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2462
97.2%
Other Punctuation 46
 
1.8%
Space Separator 22
 
0.9%
Close Punctuation 1
 
< 0.1%
Open Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
류 155
 
6.3%
품 149
 
6.1%
스 128
 
5.2%
가 99
 
4.0%
공 98
 
4.0%
소 95
 
3.9%
과 93
 
3.8%
빵 83
 
3.4%
음 82
 
3.3%
식 77
 
3.1%
Other values (118) 1403
57.0%
Other Punctuation
ValueCountFrequency (%)
· 46
100.0%
Space Separator
ValueCountFrequency (%)
22
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2462
97.2%
Common 70
 
2.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
류 155
 
6.3%
품 149
 
6.1%
스 128
 
5.2%
가 99
 
4.0%
공 98
 
4.0%
소 95
 
3.9%
과 93
 
3.8%
빵 83
 
3.4%
음 82
 
3.3%
식 77
 
3.1%
Other values (118) 1403
57.0%
Common
ValueCountFrequency (%)
· 46
65.7%
22
31.4%
) 1
 
1.4%
( 1
 
1.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2462
97.2%
None 46
 
1.8%
ASCII 24
 
0.9%

Most frequent character per block

Hangul
ValueCountFrequency (%)
류 155
 
6.3%
품 149
 
6.1%
스 128
 
5.2%
가 99
 
4.0%
공 98
 
4.0%
소 95
 
3.9%
과 93
 
3.8%
빵 83
 
3.4%
음 82
 
3.3%
식 77
 
3.1%
Other values (118) 1403
57.0%
None
ValueCountFrequency (%)
· 46
100.0%
ASCII
ValueCountFrequency (%)
22
91.7%
) 1
 
4.2%
( 1
 
4.2%

영양성분기준용량
Categorical

Distinct2
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
100g
640 
100ml
82 

Length

Max length5
Median length4
Mean length4.1135734
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row100g
2nd row100g
3rd row100g
4th row100g
5th row100g

Common Values

ValueCountFrequency (%)
100g 640
88.6%
100ml 82
 
11.4%

Length

2024-03-23T04:26:35.271128image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T04:26:35.632985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
100g 640
88.6%
100ml 82
 
11.4%

에너지 (kcal)
Real number (ℝ)

Distinct444
Distinct (%)61.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean230.74819
Minimum0
Maximum900
Zeros3
Zeros (%)0.4%
Negative0
Negative (%)0.0%
Memory size6.5 KiB
2024-03-23T04:26:36.154557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile40
Q1105
median219.5
Q3319.28571
95-th percentile500
Maximum900
Range900
Interquartile range (IQR)214.28571

Descriptive statistics

Standard deviation147.33869
Coefficient of variation (CV)0.63852589
Kurtosis0.6105941
Mean230.74819
Median Absolute Deviation (MAD)105
Skewness0.74043849
Sum166600.19
Variance21708.691
MonotonicityNot monotonic
2024-03-23T04:26:37.112395image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
50.0 16
 
2.2%
200.0 9
 
1.2%
245.0 8
 
1.1%
350.0 8
 
1.1%
150.0 7
 
1.0%
260.0 7
 
1.0%
400.0 7
 
1.0%
255.0 7
 
1.0%
105.0 6
 
0.8%
310.0 6
 
0.8%
Other values (434) 641
88.8%
ValueCountFrequency (%)
0.0 3
0.4%
4.0 3
0.4%
7.0 1
 
0.1%
8.0 1
 
0.1%
10.0 1
 
0.1%
12.0 1
 
0.1%
14.0 1
 
0.1%
16.0 2
0.3%
18.0 1
 
0.1%
21.0 2
0.3%
ValueCountFrequency (%)
900.0 1
0.1%
777.0 1
0.1%
748.8888888888889 1
0.1%
735.0 1
0.1%
730.0 1
0.1%
683.0 1
0.1%
671.0 1
0.1%
658.0 1
0.1%
600.0 2
0.3%
598.0 1
0.1%

수분 (g)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

단백질 (g)
Real number (ℝ)

ZEROS 

Distinct361
Distinct (%)50.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.0182778
Minimum0
Maximum45
Zeros84
Zeros (%)11.6%
Negative0
Negative (%)0.0%
Memory size6.5 KiB
2024-03-23T04:26:37.600132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11.7941567
median4.88
Q39
95-th percentile16.495
Maximum45
Range45
Interquartile range (IQR)7.2058433

Descriptive statistics

Standard deviation5.9467561
Coefficient of variation (CV)0.98811593
Kurtosis7.4514505
Mean6.0182778
Median Absolute Deviation (MAD)3.4732456
Skewness2.0364655
Sum4345.1966
Variance35.363908
MonotonicityNot monotonic
2024-03-23T04:26:38.146209image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 84
 
11.6%
10.0 24
 
3.3%
4.0 22
 
3.0%
5.0 21
 
2.9%
6.0 19
 
2.6%
2.0 18
 
2.5%
7.0 14
 
1.9%
12.0 13
 
1.8%
1.0 12
 
1.7%
0.5 10
 
1.4%
Other values (351) 485
67.2%
ValueCountFrequency (%)
0.0 84
11.6%
0.01 1
 
0.1%
0.02 1
 
0.1%
0.03 1
 
0.1%
0.04 1
 
0.1%
0.09 1
 
0.1%
0.1 3
 
0.4%
0.12 1
 
0.1%
0.13 1
 
0.1%
0.1724137931034483 1
 
0.1%
ValueCountFrequency (%)
45.0 1
 
0.1%
42.9 1
 
0.1%
39.31 2
0.3%
33.6 1
 
0.1%
25.8 1
 
0.1%
25.2 1
 
0.1%
25.0 1
 
0.1%
23.4 1
 
0.1%
23.0 4
0.6%
22.54 1
 
0.1%

지방 (g)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

회분 (g)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

탄수화물 (g)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

당류 (g)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

식이섬유 (g)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

칼슘 (mg)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

철 (mg)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

인 (mg)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

칼륨 (mg)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

나트륨 (mg)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

비타민 A (μg RAE)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

레티놀 (μg)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

베타카로틴 (μg)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

티아민 (mg)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

리보플라빈 (mg)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

니아신 (mg)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

비타민 C (mg)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

비타민 D (μg)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

콜레스테롤 (mg)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

포화지방산 (g)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

트랜스지방산 (g)
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size5.8 KiB

출처명
Categorical

Distinct9
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
영양표시, 농진청
175 
농진청
169 
영양표시
139 
USDA
74 
식약처
58 
Other values (4)
107 

Length

Max length10
Median length9
Mean length5.6191136
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row영양표시, 농진청
2nd row농진청
3rd row영양표시, 농진청
4th row영양표시, 농진청
5th row영양표시, 농진청

Common Values

ValueCountFrequency (%)
영양표시, 농진청 175
24.2%
농진청 169
23.4%
영양표시 139
19.3%
USDA 74
10.2%
식약처 58
 
8.0%
영양표시, USDA 52
 
7.2%
영양표시, 식약처 42
 
5.8%
계산 8
 
1.1%
농진청, 계산 5
 
0.7%

Length

2024-03-23T04:26:38.660245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T04:26:39.265635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
영양표시 408
41.0%
농진청 349
35.0%
usda 126
 
12.7%
식약처 100
 
10.0%
계산 13
 
1.3%

1회 섭취참고량
Categorical

Distinct23
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
<NA>
144 
15g
95 
30g
92 
70g
77 
100g
63 
Other values (18)
251 

Length

Max length5
Median length3
Mean length3.5706371
Min length2

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row20g
2nd row20g
3rd row20g
4th row20g
5th row70g

Common Values

ValueCountFrequency (%)
<NA> 144
19.9%
15g 95
13.2%
30g 92
12.7%
70g 77
10.7%
100g 63
8.7%
200ml 61
8.4%
150g 40
 
5.5%
50g 31
 
4.3%
10g 24
 
3.3%
20g 16
 
2.2%
Other values (13) 79
10.9%

Length

2024-03-23T04:26:39.749302image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 144
19.9%
15g 95
13.2%
30g 92
12.7%
70g 77
10.7%
100g 63
8.7%
200ml 61
8.4%
150g 40
 
5.5%
50g 31
 
4.3%
10g 24
 
3.3%
20g 16
 
2.2%
Other values (13) 79
10.9%

데이터생성 방법명
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
수집
709 
계산
 
8
수집, 계산
 
5

Length

Max length6
Median length2
Mean length2.0277008
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
수집 709
98.2%
계산 8
 
1.1%
수집, 계산 5
 
0.7%

Length

2024-03-23T04:26:40.323551image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T04:26:40.815194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수집 714
98.2%
계산 13
 
1.8%

데이터생성일자
Date

Distinct2
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
Minimum2022-12-31 00:00:00
Maximum2023-09-21 00:00:00
2024-03-23T04:26:41.246180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-23T04:26:41.742066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)

Sample

구분식품코드가공식품품목명대표식품명식품대분류명식품중분류명식품소분류명영양성분기준용량에너지 (kcal)수분 (g)단백질 (g)지방 (g)회분 (g)탄수화물 (g)당류 (g)식이섬유 (g)칼슘 (mg)철 (mg)인 (mg)칼륨 (mg)나트륨 (mg)비타민 A (μg RAE)레티놀 (μg)베타카로틴 (μg)티아민 (mg)리보플라빈 (mg)니아신 (mg)비타민 C (mg)비타민 D (μg)콜레스테롤 (mg)포화지방산 (g)트랜스지방산 (g)출처명1회 섭취참고량데이터생성 방법명데이터생성일자
01P101_001000100-F001-002강냉이강냉이/팝콘과자류·빵류 또는 떡류해당없음과자100g450.00.65.0121.0981200.421.552282588300000.3891.99004.174.670.42영양표시, 농진청20g수집2022-12-31
12P101_001000100-F002-000캐러멜팝콘강냉이/팝콘과자류·빵류 또는 떡류해당없음과자100g459.02.44.7714.360.7777.7434.788.6221.42147143496966390.2580.0152.1930.44022.128.010.32농진청20g수집2022-12-31
23P101_001000100-F003-001튀밥강냉이/팝콘과자류·빵류 또는 떡류해당없음과자100g400.04.920.7692312.3076920.6884.6153857.6923082210.8176135153.84615400000.0340.1170000.7692310영양표시, 농진청20g수집2022-12-31
34P101_001000100-F004-002팝콘강냉이/팝콘과자류·빵류 또는 떡류해당없음과자100g460.01.94.0161.52763610.962.0322121928030320.011--002880영양표시, 농진청20g수집2022-12-31
45P101_004000400-F001-001도넛/완제품도넛과자류·빵류 또는 떡류해당없음빵류100g466.66666731.55.88235327.450980.949.01960815.686275-2718667529.411765262600.10.070.50-013.725490영양표시, 농진청70g수집2022-12-31
56P101_004000400-F003-000딸기도넛도넛과자류·빵류 또는 떡류해당없음빵류100g474.0-3.5131.6-43.926.30.4701.4-0386-------035140USDA70g수집2022-12-31
67P101_004000400-F004-000찹쌀도넛/완제품도넛과자류·빵류 또는 떡류해당없음빵류100g296.031.55.05.31.157.1-2.92585.5135653471150.150.040.70----농진청70g수집2022-12-31
78P101_004000400-F006-000초코도넛도넛과자류·빵류 또는 떡류해당없음빵류100g417.018.55.222.4-52263.7382.812432073883210.2930.2972.320079.28-USDA70g수집2022-12-31
89P101_004000400-F007-001꽈배기/완제품도넛과자류·빵류 또는 떡류해당없음빵류100g458.46153823.29.23076918.4615381.364.61538515.3846152.1329.3136112323.0769232624230.230.240-6.1538469.2307690영양표시, 농진청70g수집2022-12-31
910P101_004000400-F009-001찹쌀꽈배기/완제품도넛과자류·빵류 또는 떡류해당없음빵류100g320.0-8.3333330-458.333333-----251.666667--------01.6666670영양표시70g수집2022-12-31
구분식품코드가공식품품목명대표식품명식품대분류명식품중분류명식품소분류명영양성분기준용량에너지 (kcal)수분 (g)단백질 (g)지방 (g)회분 (g)탄수화물 (g)당류 (g)식이섬유 (g)칼슘 (mg)철 (mg)인 (mg)칼륨 (mg)나트륨 (mg)비타민 A (μg RAE)레티놀 (μg)베타카로틴 (μg)티아민 (mg)리보플라빈 (mg)니아신 (mg)비타민 C (mg)비타민 D (μg)콜레스테롤 (mg)포화지방산 (g)트랜스지방산 (g)출처명1회 섭취참고량데이터생성 방법명데이터생성일자
712713P123_037020300-F002-001고구마햄버그스테이크함박스테이크/미트볼즉석식품류즉석섭취·편의식품류즉석조리식품100g201.7561.693.3210.881.4622.655.27-----338.7--------33.0633.8320.013영양표시<NA>수집2022-12-31
713714P123_037020300-F004-001두부스테이크함박스테이크/미트볼즉석식품류즉석섭취·편의식품류즉석조리식품100g143.75-15.06.25-6.253.75-----437.5--------31.250.50영양표시<NA>수집2022-12-31
714715P123_037020300-F006-000햄버그스테이크함박스테이크/미트볼즉석식품류즉석섭취·편의식품류즉석조리식품100g271.041.311.948.942.0635.766.59-301.191342345942703260.1070.0921.6350.53014.774.210.33농진청<NA>수집2022-12-31
715716P123_037020300-F008-000연어스테이크함박스테이크/미트볼즉석식품류즉석섭취·편의식품류즉석조리식품100g94.0-16.51.76-1.1801.2471.27-247388--------4100USDA<NA>수집2022-12-31
716717P123_037020300-F009-001오리스테이크함박스테이크/미트볼즉석식품류즉석섭취·편의식품류즉석조리식품100g245.0-14.016-115-----490--------704.80영양표시<NA>수집2022-12-31
717718P123_037020300-F010-000찹스테이크함박스테이크/미트볼즉석식품류즉석섭취·편의식품류즉석조리식품100g176.42579169.59698811.077712.0390161.3453335.9409634.1553981.21876710.336611.397021110.503294245.942791243.9879375.9814583.74912726.7879740.2060840.1414350.8517490.666343028.8718993.1475950.249277식약처<NA>수집2022-12-31
718719P123_037020300-F011-001치즈햄버그스테이크함박스테이크/미트볼즉석식품류즉석섭취·편의식품류즉석조리식품100g235.064.13814111.0161.6187811251.98686158.5807620.980286150.665729253.8395160023.7749548.797781179.7260840.4141910.1338360.836255004060.25영양표시, 식약처<NA>수집2022-12-31
719720P123_037020300-F013-001미트볼함박스테이크/미트볼즉석식품류즉석섭취·편의식품류즉석조리식품100g290.062.111.0221.81261.3220.8862404302462100.150.122.210.13070영양표시, 농진청<NA>수집2022-12-31
720721P123_037020300-F014-001두부미트볼함박스테이크/미트볼즉석식품류즉석섭취·편의식품류즉석조리식품100g259.0-13.117.7-11.85.5-----565--------284.50.1영양표시<NA>수집2022-12-31
721722P123_037020300-F016-002콩고기미트볼함박스테이크/미트볼즉석식품류즉석섭취·편의식품류즉석조리식품100g200.05820.06.8333334156.6666674.6292.1344180266.6666670000.90.610008.3333331.1666670영양표시, USDA<NA>수집2022-12-31