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That left speed and distance as the big missing data ingredients.
The methodological flaws Heathers found in "The Joy of Cooking Too Much" are of a different sort: because the recipes in question are fixed information, the actual data — ingredients, quantities, nutritional information — aren't subject to manipulation.
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These include demographic information (age, sex, region), cost data (ingredient cost, Value Added Tax (VAT), dispensing fees) and ATC group.
Manufacturers are not required to file data on ingredients or report cosmetic-related injuries to the Food and Drug Administration either (though they are encouraged to do so).
(Eco- toxicological data on ingrEco- toxicologicalble to the prodatar, the Conpetent Authoringredientshe informed public.
The EPA documents show that only a little more than a year ago, in March and April of 2016, EPA officials were scrambling to gather data on ingredients Monsanto has commonly used to formulate its herbicide products.
Data on ingredients' volatility and concentrations were collected through literature searches and MSDSs review, respectively.
Based on these data the ingredients of special concerns are cetrimide and 1,5-pentanediol because they present suitable physical characteristics to penetrate the skin; the glycol is present in the formulation in a relatively high concentration and cetrimide has been shown to be irritant to the skin and a sensitizer.
All accounting data and ingredient cost estimates from 2008 and 2009 were adjusted for inflation using a Consumer Price Index [ 25], and all cost data are presented in 2010 Euros using the December 2010 exchange rate (1 USD = 0.75455 EUR) [ 26].
Data on ingredient composition of consumer products are difficult to obtain because reporting is not required by law, but there is some evidence that the plasticizer market is changing.
For each ingredient, data was acquired from ingredient's supplier and publicly available literature.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com