Data
Nutritional-values-for-common-foods-and-products

Nutritional-values-for-common-foods-and-products

active ARFF CC0: Public Domain Visibility: public Uploaded 24-03-2022 by Elif Ceren Gok
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Context I found this data occasionally and I just could not pass by. So I hope that this dasatet will help anyone who interested in food nutrition values. Content This dataset contains nutrition values for about 8.8k types of food. The features names is very self-explanatory, so I'll not make a description for them.

77 features

Unnamed:_0numeric8789 unique values
0 missing
namestring8789 unique values
0 missing
serving_sizestring1 unique values
0 missing
caloriesnumeric671 unique values
0 missing
total_fatstring176 unique values
0 missing
saturated_fatstring156 unique values
1590 missing
cholesterolstring313 unique values
0 missing
sodiumstring1245 unique values
0 missing
cholinestring1197 unique values
0 missing
folatestring374 unique values
0 missing
folic_acidstring259 unique values
0 missing
niacinstring3818 unique values
0 missing
pantothenic_acidstring1479 unique values
0 missing
riboflavinstring838 unique values
0 missing
thiaminstring914 unique values
0 missing
vitamin_astring1341 unique values
0 missing
vitamin_a_raestring566 unique values
0 missing
carotene_alphastring215 unique values
0 missing
carotene_betastring582 unique values
0 missing
cryptoxanthin_betastring144 unique values
0 missing
lutein_zeaxanthinstring541 unique values
0 missing
lucopenenumeric1 unique values
0 missing
vitamin_b12string694 unique values
0 missing
vitamin_b6string988 unique values
0 missing
vitamin_cstring562 unique values
0 missing
vitamin_dstring242 unique values
0 missing
vitamin_estring564 unique values
0 missing
tocopherol_alphastring564 unique values
0 missing
vitamin_kstring513 unique values
0 missing
calciumstring560 unique values
0 missing
copperstring810 unique values
0 missing
iromstring952 unique values
0 missing
magnesiumstring314 unique values
0 missing
manganesestring1253 unique values
0 missing
phosphorousstring642 unique values
0 missing
potassiumstring904 unique values
0 missing
seleniumstring644 unique values
0 missing
zinkstring941 unique values
0 missing
proteinstring2664 unique values
0 missing
alaninestring1755 unique values
0 missing
argininestring1888 unique values
0 missing
aspartic_acidstring2288 unique values
0 missing
cystinestring499 unique values
0 missing
glutamic_acidstring2983 unique values
0 missing
glycinestring1665 unique values
0 missing
histidinestring1207 unique values
0 missing
hydroxyprolinestring370 unique values
0 missing
isoleucinestring1498 unique values
0 missing
leucinestring2182 unique values
0 missing
lysinestring2133 unique values
0 missing
methioninestring955 unique values
0 missing
phenylalaninestring1375 unique values
0 missing
prolinestring1587 unique values
0 missing
serinestring1389 unique values
0 missing
threoninestring1431 unique values
0 missing
tryptophanstring466 unique values
0 missing
tyrosinestring1229 unique values
0 missing
valinestring1627 unique values
0 missing
carbohydratestring3322 unique values
0 missing
fiberstring252 unique values
0 missing
sugarsstring1917 unique values
0 missing
fructosestring409 unique values
0 missing
galactosestring52 unique values
0 missing
glucosestring410 unique values
0 missing
lactosestring204 unique values
0 missing
maltosestring217 unique values
0 missing
sucrosestring468 unique values
0 missing
fatstring2422 unique values
0 missing
saturated_fatty_acidsstring3951 unique values
0 missing
monounsaturated_fatty_acidsstring4010 unique values
0 missing
polyunsaturated_fatty_acidsstring2898 unique values
0 missing
fatty_acids_total_transstring314 unique values
0 missing
alcoholstring49 unique values
0 missing
ashstring689 unique values
0 missing
caffeinestring62 unique values
0 missing
theobrominestring154 unique values
0 missing
waterstring4282 unique values
0 missing
Show all 77 features

19 properties

NumberOfInstances
8789
Number of instances (rows) of the dataset.
NumberOfFeatures
77
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
1590
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
1590
Number of instances with at least one value missing.
NumberOfNumericFeatures
3
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
18.09
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0.23
Percentage of missing values.
Dimensionality
0.01
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
3.9
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

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