Nutrition Studies

•

Files	Size	Format	Created	Updated	License	Source
2	1.29 MB	csv		over 6 years ago		FiveThirtyEight - Nutrition Studies

This directory contains data and code behind the story You Can’t Trust What You Read About Nutrition. Many studies of diet and nutrition include multiple variables with vast amounts of data, making i...

File	Description	Size	Last modified	Download
p_values_analysis		1.07 MB	over 6 years ago	p_values_analysis
raw_anonymized_data		221 kB	over 6 years ago	raw_anonymized_data

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p_values_analysis

Schema

name	type	format
food	string	default
characteristic	string	default
p_values	number	default

raw_anonymized_data

Schema

name	type	format
id	integer	default
cancer	string	default
diabetes	string	default
heart_disease	string	default
belly	string	default
ever_smoked	string	default
currently_smoke	string	default
smoke_often	string	default
smoke_rarely	string	default
never_smoked	string	default
quit_smoking	string	default
left_hand	string	default
right_hand	string	default
readingmath	string	default
mathreading	string	default
favcable	string	default
unfavcable	string	default
neutralcable	string	default
nocrash	string	default
yescrash	string	default
uhcrash	string	default
rash	string	default
cat	string	default
dog	string	default
dems	string	default
atheist	string	default
jewish	string	default
breakfastsandwichfreq	integer	default
breakfastsandwichquan	integer	default
eggsfreq	integer	default
eggsquan	integer	default
yogurtfreq	integer	default
yogurtquan	integer	default
cottagecheesefreq	integer	default
cottagecheesequan	integer	default
creamcheesefreq	integer	default
creamcheesequan	integer	default
slicedcheesefreq	integer	default
slicedcheesequan	integer	default
coldcerealfreq	integer	default
coldcerealquan	integer	default
wholegraincerealfreq	integer	default
wholegraincerealquan	integer	default
gritsfreq	integer	default
gritsquan	integer	default
milkoncerealfreq	integer	default
milkoncerealquan	integer	default
brownricefreq	integer	default
brownricequan	integer	default
whitericefreq	integer	default
whitericequan	integer	default
pancakefreq	integer	default
pancakequan	integer	default
pastriesfreq	integer	default
pastriesquan	integer	default
biscuitfreq	integer	default
biscuitquan	integer	default
cornbreadfreq	integer	default
cornbreadquan	integer	default
bunsfreq	integer	default
bunsquan	integer	default
bagelfreq	integer	default
bagelquan	integer	default
tortillasfreq	integer	default
tortillasquan	integer	default
otherbreadsfreq	integer	default
otherbreadsquan	integer	default
broccolifreq	integer	default
broccoliquan	integer	default
carrotsfreq	integer	default
carrotsquan	integer	default
cornfreq	integer	default
cornquan	integer	default
greenbeansfreq	integer	default
greenbeansquan	integer	default
cookedgreensfreq	integer	default
cookedgreensquan	integer	default
cabbagefreq	integer	default
cabbagequan	integer	default
greensaladfreq	integer	default
greensaladquan	integer	default
rawtomatoesfreq	integer	default
rawtomatoesquan	integer	default
saladdressingsfreq	integer	default
saladdressingsquan	integer	default
avocadofreq	integer	default
avocadoquan	integer	default
sweetpotatoesfreq	integer	default
sweetpotatoesquan	integer	default
friesfreq	integer	default
friesquan	integer	default
potatoesfreq	integer	default
potatoesquan	integer	default
otherveggiesfreq	integer	default
otherveggiesquan	integer	default
melonsfreq	integer	default
melonsquan	integer	default
berriesfreq	integer	default
berriesquan	integer	default
bananasfreq	integer	default
bananasquan	integer	default
applesfreq	integer	default
applesquan	integer	default
orangesfreq	integer	default
orangesquan	integer	default
peachesfreq	integer	default
peachesquan	integer	default
otherfreshfruitfreq	integer	default
otherfreshfruitquan	integer	default
driedfruitfreq	integer	default
driedfruitquan	integer	default
cannedfruitfreq	integer	default
cannedfruitquan	integer	default
refriedbeansfreq	integer	default
refriedbeansquan	integer	default
beansfreq	integer	default
beansquan	integer	default
tofufreq	integer	default
tofuquan	integer	default
meatsubstitutesfreq	integer	default
meatsubstitutesquan	integer	default
lentilsoupfreq	integer	default
lentilsoupquan	integer	default
vegetablesoupfreq	integer	default
vegetablesoupquan	integer	default
othersoupfreq	integer	default
othersoupquan	integer	default
pizzafreq	integer	default
pizzaquan	integer	default
macandcheesefreq	integer	default
macandcheesequan	integer	default
spaghettifreq	integer	default
spaghettiquan	integer	default
othernoodlesfreq	integer	default
othernoodlesquan	integer	default
eggrollfreq	integer	default
eggrollquan	integer	default
eatmeat	integer	default
hamburgerfreq	integer	default
hamburgerquan	integer	default
hotdogfreq	integer	default
hotdogquan	integer	default
baconsausagefreq	integer	default
baconsausagequan	integer	default
lunchmeatfreq	integer	default
lunchmeatquan	integer	default
meatballsfreq	integer	default
meatballsquan	integer	default
steakfreq	integer	default
steakquan	integer	default
tacofreq	integer	default
tacoquan	integer	default
ribsfreq	integer	default
ribsquan	integer	default
porkchopsfreq	integer	default
porkchopsquan	integer	default
beefporkdishfreq	integer	default
beefporkdishquan	integer	default
liverfreq	integer	default
liverquan	integer	default
varietymeatfreq	integer	default
varietymeatquan	integer	default
veallambgamefreq	integer	default
veallambgamequan	integer	default
friedorbreadedchickenfreq	integer	default
friedorbreadedchickenquan	integer	default
roastchickenfreq	integer	default
roastchickenquan	integer	default
otherchickendishfreq	integer	default
otherchickendishquan	integer	default
eatfish	integer	default
oystersfreq	integer	default
oystersquan	integer	default
shellfishfreq	integer	default
shellfishquan	integer	default
tunafreq	integer	default
tunaquan	integer	default
salmonfreq	integer	default
salmonquan	integer	default
friedorbreadedfishfreq	integer	default
friedorbreadedfishquan	integer	default
otherfishfreq	integer	default
otherfishquan	integer	default
peanutbutterfreq	integer	default
peanutbutterquan	integer	default
walnutsfreq	integer	default
walnutsquan	integer	default
othernutsfreq	integer	default
othernutsquan	integer	default
proteinbarsfreq	integer	default
proteinbarsquan	integer	default
cerealbarsfreq	integer	default
cerealbarsquan	integer	default
popcornfreq	integer	default
popcornquan	integer	default
wholegraincrackersfreq	integer	default
wholegraincrackersquan	integer	default
othercrackersfreq	integer	default
othercrackersquan	integer	default
cornchipsfreq	integer	default
cornchipsquan	integer	default
otherchipsfreq	integer	default
otherchipsquan	integer	default
donutsfreq	integer	default
donutsquan	integer	default
cakesfreq	integer	default
cakesquan	integer	default
cookiesfreq	integer	default
cookiesquan	integer	default
pumpkinpiefreq	integer	default
pumpkinpiequan	integer	default
otherpiesfreq	integer	default
otherpiesquan	integer	default
icecreamfreq	integer	default
icecreamquan	integer	default
puddingfreq	integer	default
puddingquan	integer	default
sauceicecreamfreq	integer	default
sauceicecreamquan	integer	default
popsiclesfreq	integer	default
popsiclesquan	integer	default
chocolatecandyfreq	integer	default
chocolatecandyquan	integer	default
othercandiesfreq	integer	default
othercandiesquan	integer	default
margarinefreq	integer	default
margarinequan	integer	default
butterfreq	integer	default
butterquan	integer	default
mayofreq	integer	default
mayoquan	integer	default
salsafreq	integer	default
salsaquan	integer	default
barbecuesaucefreq	integer	default
barbecuesaucequan	integer	default
otherrichsaucesfreq	integer	default
otherrichsaucesquan	integer	default
jamfreq	integer	default
jamquan	integer	default
picklesfreq	integer	default
picklesquan	integer	default
saltfreq	integer	default
saltquan	integer	default
cocoafreq	integer	default
cocoaquan	integer	default
milkfreq	integer	default
milkquan	integer	default
mealreplacementdrinksfreq	integer	default
mealreplacementdrinksquan	integer	default
tomatojuicefreq	integer	default
tomatojuicequan	integer	default
orangejuicefreq	integer	default
orangejuicequan	integer	default
otherfruitjuicesfreq	integer	default
otherfruitjuicesquan	integer	default
hicfreq	integer	default
hicquan	integer	default
somejuicefreq	integer	default
somejuicequan	integer	default
icedteafreq	integer	default
icedteaquan	integer	default
sportsdrinksfreq	integer	default
sportsdrinksquan	integer	default
energydrinksfreq	integer	default
energydrinksquan	integer	default
lemonadefreq	integer	default
lemonadequan	integer	default
sodafreq	integer	default
sodaquan	integer	default
beerfreq	integer	default
beerquan	integer	default
winefreq	integer	default
winequan	integer	default
cocktailsfreq	integer	default
cocktailsquan	integer	default
waterfreq	integer	default
waterquan	integer	default
coffeedrinksfreq	integer	default
coffeedrinksquan	integer	default
coffeefreq	integer	default
coffeequan	integer	default
hotteafreq	integer	default
hotteaquan	integer	default
coffeedrinkskind	integer	default
coffeedrinkstype	integer	default
decafcoffeetype	integer	default
regularcoffeetype	integer	default
bothkindscoffeetype	integer	default
dontdrinkcoffeetype	integer	default
creamincoffee	integer	default
sugarincoffee	integer	default
coffeesugarteaspoons	integer	default
decafhotteatype	integer	default
regularhotteatype	integer	default
bothkindshotteatype	integer	default
dontdrinkhotteatype	integer	default
creamintea	integer	default
sugarintea	integer	default
teasugarteaspoons	integer	default
milktype	integer	default
mealreplacementdrinkstype	integer	default
orangejuicetype	integer	default
icedteatype	integer	default
lemonadetype	integer	default
energydrinkstype	integer	default
sodatype	integer	default
sodacaffeine	integer	default
beertype	integer	default
winetype	integer	default
slicedcheesetype	integer	default
yogurtkind	integer	default
yogurttype	integer	default
saladdressingstype	integer	default
spaghettitype	integer	default
othernoodlestype	integer	default
hamburgertype	integer	default
fatonmeattype	integer	default
chickenskintype	integer	default
hotdogtype	integer	default
lunchmeattype	integer	default
cakestype	integer	default
cookiestype	integer	default
icecreamtype	integer	default
proteinbarstype	integer	default
bageltype	integer	default
bunstype	integer	default
otherbreadstype	integer	default
tortillastype	integer	default
popcorntype	integer	default
crackerstype	integer	default
mayotype	integer	default
allbranorigtype	integer	default
allbrancomptype	integer	default
applejackstype	integer	default
branflakestype	integer	default
capncrunchtype	integer	default
cheeriosplaintype	integer	default
cheerioshonnuttype	integer	default
chexwheattype	integer	default
chexothertype	integer	default
cinntoastcrtype	integer	default
cocoakrispiestype	integer	default
cornflakestype	integer	default
cornpopstype	integer	default
fiberonetype	integer	default
frootloopstype	integer	default
frostedflakestype	integer	default
frostedminiwheatstype	integer	default
granolatype	integer	default
grapenutstype	integer	default
honbunchoatstype	integer	default
kashigolnorhr2hrtype	integer	default
lifetype	integer	default
luckycharmstype	integer	default
oatsquarestype	integer	default
raisinbrantype	integer	default
ricekrispiestype	integer	default
shreddedwheattype	integer	default
specialkplaintype	integer	default
specialkflavstype	integer	default
totaltype	integer	default
wheatiestype	integer	default
othersweetcerealtype	integer	default
otherunsweetcerealtype	integer	default
otherwholegraincerealtype	integer	default
otherfibercerealtype	integer	default
donteatordontknowcerealtype	integer	default
cookingfatpamornone	integer	default
cookingfatbutter	integer	default
cookingfathalf	integer	default
cookingfatstickmarg	integer	default
cookingfatsofttubmarg	integer	default
cookingfatlowfatmarg	integer	default
cookingfatolive	integer	default
cookingfatcanola	integer	default
cookingfatcorn	integer	default
cookingfatpeanut	integer	default
cookingfatlard	integer	default
cookingfatcrisco	integer	default
cookingfatother	integer	default
cookingfatdontknow	integer	default
usevitsregularly	integer	default
prenatalvitsamount	integer	default
prenatalvitsyears	integer	default
oneadayamount	integer	default
oneadayyears	integer	default
bcomplextypevitsamount	integer	default
bcomplextypevitsyears	integer	default
antioxidantcomboamount	integer	default
antioxidantcomboyears	integer	default
vitaminaamount	integer	default
vitaminayears	integer	default
vitaminb6amount	integer	default
vitaminb6years	integer	default
vitaminb12amount	integer	default
vitaminb12years	integer	default
vitamincamount	integer	default
vitamincyears	integer	default
vitamindamount	integer	default
vitamindyears	integer	default
vitamineamount	integer	default
vitamineyears	integer	default
folicacidamount	integer	default
folicacidyears	integer	default
calciumamount	integer	default
calciumyears	integer	default
ironamount	integer	default
ironyears	integer	default
zincamount	integer	default
zincyears	integer	default
omegasuppfreq	integer	default
omegasuppyears	integer	default
fibersuppamount	integer	default
fibersuppyears	integer	default
mineralsyesorno	integer	default
vitamincquan	integer	default
vitaminequan	integer	default
calciumquan	integer	default
vitamindquan	integer	default
fishoiltype	integer	default
flaxhempseedoiltype	integer	default
krilloiltype	integer	default
algaeoiltype	integer	default
omega3dontknowtype	integer	default
veggiesfreq	integer	default
fruitsfreq	integer	default
fatoilfreq	integer	default
meals	integer	default
snacks	integer	default
lighthousefreq	integer	default
lighthousetime	integer	default
slowwalkfreq	integer	default
slowwalktime	integer	default
jobstandfreq	integer	default
jobstandtime	integer	default
childcarefreq	integer	default
childcaretime	integer	default
weedyardfreq	integer	default
weedyardtime	integer	default
briskwalkfreq	integer	default
briskwalktime	integer	default
jobwalkfreq	integer	default
jobwalktime	integer	default
heavyworkfreq	integer	default
heavyworktime	integer	default
jobliftfreq	integer	default
joblifttime	integer	default
exergymfreq	integer	default
exergymtime	integer	default
bikeswimfreq	integer	default
bikeswimtime	integer	default
latino	integer	default
white	integer	default
black	integer	default
asian	integer	default
nativeamer	integer	default
hawaiian	integer	default
notprovided	integer	default
group_solid_count	integer	default
group_solid_total_frequency	number	default
group_solid_total_grams	number	default
group_alcoholicbeverages_total_kcal	number	default
group_alcoholicbeverages_total_grams	number	default
group_alcoholicbeverages_total_frequency	number	default
group_sugarybevg_total_kcal	number	default
group_sugarybevg_total_grams	number	default
group_sugarybevg_total_frequency	number	default
group_a_sugbev_total_kcal	number	default
group_a_sugbev_total_frequency	number	default
group_sweets_total_kcal	number	default
group_sweets_total_grams	number	default
group_sweets_total_frequency	number	default
dt_kcal	number	default
dt_prot	number	default
dt_carb	number	default
dt_tfat	number	default
dt_alco	number	default
dt_sug_t	number	default
dt_fibe	number	default
dt_mois	number	default
dt_sfat	number	default
dt_mfat	number	default
dt_pfat	number	default
dt_chol	number	default
dt_s040	number	default
dt_s060	number	default
dt_s080	number	default
dt_s100	number	default
dt_s120	number	default
dt_s140	number	default
dt_s160	number	default
dt_s180	number	default
dt_m161	number	default
dt_m181	number	default
dt_m201	number	default
dt_m221	number	default
dt_p182	number	default
dt_p183	number	default
dt_p184	number	default
dt_p204	number	default
dt_p205	number	default
dt_p225	number	default
dt_p226	number	default
dt_varae	number	default
dt_ret	number	default
dt_acaro	number	default
dt_bcaro	number	default
dt_crypt	number	default
dt_lyco	number	default
dt_lutze	number	default
dt_atoc	number	default
dt_atad	number	default
dt_vitd	number	default
dt_vitk	number	default
dt_vitc	number	default
dt_thia	number	default
dt_ribo	number	default
dt_niac	number	default
dt_vitb6	number	default
dt_tfol	number	default
fol_dfe	number	default
dt_folac	number	default
dt_folfd	number	default
dt_vb12	number	default
dt_b12ad	number	default
dt_chln	number	default
dt_calc	number	default
dt_iron	number	default
dt_magn	number	default
dt_phos	number	default
dt_pota	number	default
dt_sodi	number	default
dt_zinc	number	default
dt_copp	number	default
dt_sel	number	default
dt_caffn	number	default
dt_theo	number	default
cyad	number	default
delph	number	default
malvidin	number	default
pelargdin	number	default
peonidin	number	default
petunidin	number	default
epicatec	number	default
epicatecg3	number	default
epicategc	number	default
epicategc3g	number	default
catechin	number	default
galcategc	number	default
theaflavin	number	default
theaflv33d	number	default
theaflv3pg	number	default
theaflv3g	number	default
thearbign	number	default
eriodictyl	number	default
hespt	number	default
naring	number	default
apigen	number	default
luteol	number	default
isorhmntn	number	default
kaemf	number	default
myric	number	default
querce	number	default
ddzein	number	default
gnstein	number	default
glyctein	number	default
t_anthocyadns	number	default
t_flavan3ols	number	default
t_flavanones	number	default
t_flavones	number	default
t_flavonols	number	default
t_isoflavones	number	default
t_flavonoids	number	default
gi	number	default
gl	number	default
f_total	number	default
f_citmlb	number	default
f_other	number	default
f_juice	number	default
f_whole	number	default
v_total	number	default
v_drkgr	number	default
v_redor_total	number	default
v_redor_tomato	number	default
v_redor_other	number	default
v_starchy_total	number	default
v_starchy_potato	number	default
v_starchy_other	number	default
v_other	number	default
v_legumes	number	default
g_total	number	default
g_whole	number	default
g_refined	number	default
pf_total	number	default
pf_mps_total	number	default
pf_meat	number	default
pf_curedmeat	number	default
pf_organ	number	default
pf_poult	number	default
pf_seafd_hi	number	default
pf_seafd_low	number	default
pf_eggs	number	default
pf_soy	number	default
pf_nutsds	number	default
pf_legumes	number	default
d_total	number	default
d_milk	number	default
d_yogurt	number	default
d_cheese	number	default
oils	number	default
solid_fats	number	default
add_sugars	number	default
a_drinks	number	default
d_soy	integer	default
m_soy_nd	number	default
adsug_na	number	default
oils_m	number	default
solid_fats_m	number	default
a_bev_kc	number	default
aa_bev	number	default
av_tot_s	number	default
af_tot_s	number	default
group_a_sugbev_total_grams	number	default
r_meat_s	number	default
a_nut_s	number	default
a_bean_s	number	default
dha_epa	number	default
adj_pufa	number	default
dt_trfat	number	default
pctalch	number	default
psgtot	number	default
psgwhl	number	default
psvegnbp	number	default
psvegdkg	number	default
psvegorn	number	default
psvegoth	number	default
psvegpot	number	default
psfruit	number	default
psdairy	number	default
psmfp	number	default
psnutsd	number	default
pseggs	number	default
pslegsoy	number	default
psoils	number	default
sup_vita	integer	default
sup_lz	integer	default
sup_vitd	integer	default
sup_vite	integer	default
sup_vk	integer	default
sup_b1	integer	default
sup_b2	integer	default
sup_niac	integer	default
sup_b6	integer	default
sup_fol	integer	default
sup_b12	integer	default
sup_vitc	integer	default
sup_ca	integer	default
sup_cu	integer	default
sup_iron	integer	default
sup_mg	integer	default
sup_se	integer	default
sup_zinc	integer	default
sup_ala	integer	default
sup_oleic	integer	default
sup_om_3	integer	default
sup_om_6	integer	default
sup_epa	integer	default
sup_dha	integer	default
sup_fiber	integer	default
kcal_expenditure_all	number	default
kcal_expenditure_recr	number	default
lowmins	number	default
modmins	number	default
vigmins	number	default
recrmins	number	default
metmins	number	default
metminrecr	number	default
group_breakfast_sandwich_with_egg_or_meat_total_grams	number	default
group_other_eggs_or_omelets_total_grams	number	default
group_yogurt_total_grams	integer	default
group_yogurt_plain_low_fat_total_grams	integer	default
group_yogurt_plain_non_fat_total_grams	integer	default
group_yogurt_plain_full_fat_total_grams	integer	default
group_yogurt_sweet_low_fat_total_grams	integer	default
group_yogurt_sweet_non_fat_total_grams	integer	default
group_yogurt_sweet_full_fat_total_grams	integer	default
group_cottage_cheese_ricotta_total_grams	number	default
group_cream_cheese_sour_cream_dip_total_grams	number	default
group_cheese_total_grams	integer	default
group_cheese_low_fat_total_grams	integer	default
group_cheese_full_fat_total_grams	number	default
group_all_bran_original_total_grams	integer	default
group_all_bran_complete_complete_total_grams	integer	default
group_apple_jacks_cookie_crisp_total_grams	integer	default
group_bran_flakes_total_grams	integer	default
group_cap_n_crunch_total_grams	integer	default
group_cheerios_plain_or_multi_grain_total_grams	integer	default
group_cheerios_honey_nut_flavors_total_grams	integer	default
group_chex_wheat_total_grams	integer	default
group_chex_other_total_grams	integer	default
group_cinnamon_toast_crunch_total_grams	integer	default
group_cocoa_krispies_pebbles_puffs_total_grams	integer	default
group_corn_flakes_corn_puffs_total_grams	integer	default
group_corn_pops_total_grams	integer	default
group_fiber_one_bran_buds_total_grams	integer	default
group_froot_loops_total_grams	integer	default
group_frosted_flakes_total_grams	integer	default
group_frosted_mini_wheats_total_grams	integer	default
group_granola_total_grams	integer	default
group_grape_nuts_total_grams	integer	default
group_honey_bunches_of_oats_total_grams	integer	default
group_kashi_golean_heart_2_heart_total_grams	integer	default
group_life_total_grams	integer	default
group_lucky_charms_fruity_pebbles_total_grams	integer	default
group_oatmeal_squares_oat_bran_total_grams	integer	default
group_raisin_bran_total_grams	integer	default
group_rice_krispies_puffed_rice_total_grams	integer	default
group_shredded_wheat_total_grams	integer	default
group_special_k_plain_total_grams	integer	default
group_special_k_flavors_total_grams	integer	default
group_total_product_19_total_grams	integer	default
group_wheaties_total_grams	integer	default
group_other_not_wholegrain_sweet_cereal_total_grams	integer	default
group_other_not_wholegrain_unsweetened_cereal_total_grams	integer	default
group_other_whole_grain_cereal_total_grams	integer	default
group_other_fiber_cereal_total_grams	integer	default
group_dont_eat_cereal_total_grams	integer	default
group_oatmeal_wholegrain_cooked_cereal_total_grams	number	default
group_grits_cream_of_wheat_mush_total_grams	integer	default
group_brown_rice_dishes_with_total_grams	number	default
group_white_rice_dishes_with_total_grams	number	default
group_pancakes_waffles_french_toast_crepes_with_syrup_total_grams	number	default
group_breakfast_pastry_muffins_quick_bread_total_grams	number	default
group_biscuits_scones_croissants_total_grams	number	default
group_corn_bread_hush_puppies_total_grams	number	default
group_sandwich_buns_total_grams	integer	default
group_sandwich_buns_white_total_grams	integer	default
group_sandwich_buns_multigrain_total_grams	integer	default
group_sandwich_buns_wholegrain_total_grams	integer	default
group_sandwich_buns_mix_total_grams	integer	default
group_bagels_eng_muffin_pita_total_grams	integer	default
group_bagels_white_total_grams	integer	default
group_bagels_multigrain_total_grams	integer	default
group_bagels_wholegrain_total_grams	integer	default
group_bagels_mix_total_grams	integer	default
group_tortillas_total_grams	integer	default
group_tortillas_corn_total_grams	integer	default
group_tortillas_flour_wheat_total_grams	integer	default
group_tortilla_mix_total_grams	integer	default
group_bread_dinner_rolls_total_grams	integer	default
group_bread_white_total_grams	integer	default
group_bread_multi_grain_total_grams	integer	default
group_bread_whole_grain_total_grams	integer	default
group_bread_mix_total_grams	integer	default
group_broccoli_brussel_sprouts_chinese_broccoli_total_grams	number	default
group_carrots_carrot_mixes_total_grams	number	default
group_corn_total_grams	number	default
group_green_beans_peas_total_grams	number	default
group_greens_spinach_cooked_total_grams	number	default
group_cabbage_slaw_chinese_cabbages_total_grams	number	default
group_green_salad_raw_spinach_total_grams	number	default
group_raw_tomatoes_total_grams	number	default
group_salad_dressing_total_grams	integer	default
group_salad_dressing_low_fat_total_grams	integer	default
group_salad_dressing_fat_free_total_grams	integer	default
group_salad_dressing_regular_total_grams	integer	default
group_salad_dressing_oil_and_vinegar_total_grams	integer	default
group_avocado_guacamole_total_grams	number	default
group_sweet_potato_yam_total_grams	number	default
group_french_fries_fried_potatoes_total_grams	number	default
group_white_potatoes_not_fried_total_grams	number	default
group_any_other_vegetable_total_grams	number	default
group_melons_year_round_total_grams	number	default
group_strawberries_year_round_total_grams	number	default
group_bananas_total_grams	number	default
group_apples_pears_raw_total_grams	integer	default
group_orange_tangerine_grapefruit_fresh_total_grams	number	default
group_peach_nectarine_total_grams	number	default
group_other_fresh_fruit_fruit_salad_total_grams	number	default
group_raisins_dried_fruit_total_grams	number	default
group_canned_fruit_applesauce_with_canned_citrus_total_grams	integer	default
group_refried_beans_hummus_total_grams	number	default
group_other_beans_lentil_chili_not_rice_and_beans_total_grams	number	default
group_tofu_or_tempeh_total_grams	integer	default
group_meat_substitutes_vegetable_meats_total_grams	integer	default
group_bean_split_pea_lentil_soup_total_grams	number	default
group_vegetable_soup_total_grams	number	default
group_other_soup_total_grams	number	default
group_pizza_pizza_pockets_total_grams	number	default
group_mac_and_cheese_cheese_dishes_total_grams	number	default
group_spaghetti_pasta_with_tomato_sauce_total_grams	integer	default
group_spaghetti_meatless_total_grams	integer	default
group_spaghetti_with_meat_total_grams	integer	default
group_other_noodles_pasta_sopa_seca_total_grams	integer	default
group_other_noodles_white_pasta_total_grams	integer	default
group_other_noodles_pasta_mix_total_grams	integer	default
group_other_noodles_whole_grain_total_grams	integer	default
group_egg_rolls_wantons_dumplings_samosas_total_grams	number	default
group_burgers_ground_meats_total_grams	integer	default
group_hamburger_patty_total_grams	integer	default
group_cheeseburger_meat_and_cheese_total_grams	number	default
group_turkey_burger_the_meat_total_grams	integer	default
group_hot_dog_dinner_sausage_total_grams	integer	default
group_hot_dog_beef_or_pork_total_grams	number	default
group_hot_dog_poultry_low_fat_total_grams	integer	default
group_sausage_bacon_total_grams	number	default
group_lunch_meats_total_grams	integer	default
group_lunch_meats_beef_or_pork_total_grams	integer	default
group_lunch_meats_poultry_low_fat_total_grams	integer	default
group_meat_loaf_meat_balls_total_grams	number	default
group_steak_roast_total_grams	integer	default
group_steak_roast_fat_off_total_grams	integer	default
group_steak_roast_fat_on_total_grams	integer	default
group_tacos_burritos_enchiladas_with_meat_total_grams	number	default
group_ribs_spareribs_bbq_total_grams	number	default
group_pork_chops_roast_ham_total_grams	integer	default
group_pork_fat_off_total_grams	integer	default
group_pork_fat_on_total_grams	integer	default
group_mixed_dish_with_beef_pork_total_grams	number	default
group_liver_liverwurst_total_grams	integer	default
group_feet_neck_tail_tongue_chitlins_total_grams	integer	default
group_veal_lamb_goat_game_total_grams	number	default
group_fried_or_coated_chicken_turkey_total_grams	integer	default
group_fried_or_coated_chix_no_skin_total_grams	integer	default
group_fried_or_coated_chix_ate_skin_total_grams	integer	default
group_fried_or_coated_chix_ate_skin_sometimes_total_grams	integer	default
group_poultry_uncoated_total_grams	integer	default
group_poultry_uncoated_no_skin_total_grams	integer	default
group_poultry_uncoated_ate_skin_total_grams	integer	default
group_poultry_uncoated_ate_skin_sometimes_total_grams	integer	default
group_chicken_or_turkey_mixed_dish_total_grams	number	default
group_oysters_total_grams	integer	default
group_shellfish_except_oysters_total_grams	number	default
group_tuna_tuna_in_dishes_total_grams	number	default
group_high_omega3_fish_total_grams	number	default
group_fried_fish_fish_sticks_sandwich_breaded_fillets_total_grams	integer	default
group_other_fish_dishes_low_omega3_total_grams	number	default
group_peanut_butter_nut_butter_total_grams	number	default
group_walnuts_flax_seeds_total_grams	number	default
group_peanuts_other_nuts_seeds_total_grams	number	default
group_protein_energy_bars_total_grams	integer	default
group_high_energy_bar_total_grams	integer	default
group_high_protein_bar_total_grams	integer	default
group_cereal_granola_bars_total_grams	number	default
group_popcorn_total_grams	integer	default
group_popcorn_air_pop_fat_free_total_grams	integer	default
group_popcorn_low_fat_light_total_grams	integer	default
group_popcorn_regular_total_grams	integer	default
group_popcorn_caramel_total_grams	integer	default
group_whole_grain_crackers_total_grams	integer	default
group_whole_grain_crackers_low_fat_total_grams	integer	default
group_whole_grain_crackers_regular_total_grams	number	default
group_other_crackers_pretzels_not_wholegrain_total_grams	integer	default
group_other_crackers_pretzels_low_fat_total_grams	integer	default
group_other_crackers_filled_pretzels_regular_total_grams	integer	default
group_tortilla_or_corn_chips_corn_nuts_total_grams	number	default
group_corn_puffs_twists_soy_potato_chips_total_grams	number	default
group_donuts_total_grams	number	default
group_cake_cupcakes_total_grams	integer	default
group_cake_low_sugar_total_grams	integer	default
group_cake_low_fat_total_grams	integer	default
group_cake_regular_total_grams	number	default
group_cookies_brownies_total_grams	integer	default
group_cookies_low_sugar_total_grams	integer	default
group_cookies_low_fat_total_grams	integer	default
group_cookies_regular_total_grams	number	default
group_pumpkin_sweet_potato_pie_total_grams	integer	default
group_other_pie_or_cobbler_total_grams	number	default
group_ice_cream_frozen_yogurt_total_grams	integer	default
group_ice_cream_low_sugar_total_grams	integer	default
group_ice_cream_frozen_yogurt_low_fat_total_grams	integer	default
group_ice_cream_regular_total_grams	number	default
group_pudding_custard_flan_total_grams	integer	default
group_chocolate_sauce_toppings_total_grams	integer	default
group_popsicles_sherbet_ices_jello_total_grams	integer	default
group_chocolate_candy_total_grams	number	default
group_candy_not_chocolate_total_grams	number	default
group_margarine_at_table_total_grams	integer	default
group_butter_at_table_total_grams	number	default
group_mayo_sandwich_spread_total_grams	integer	default
group_mayo_light_low_fat_total_grams	integer	default
group_mayo_regular_total_grams	number	default
group_ketchup_salsa_total_grams	number	default
group_mustard_bbq_sauce_soy_sauce_etc_total_grams	number	default
group_gravy_rich_sauce_peanut_sauce_mole_total_grams	number	default
group_jam_jelly_marmalade_total_grams	number	default
group_pickles_sauerkraut_kimchi_total_grams	number	default
group_table_salt_total_grams	number	default
group_chocolate_milk_cocoa_hot_chocolate_total_grams	number	default
group_milk_and_milk_substitutes_total_grams	integer	default
group_whole_milk_4_pct_fat_total_grams	integer	default
group_reduced_fat_2_pct_milk_total_grams	integer	default
group_low_fat_1_pct_milk_total_grams	integer	default
group_non_fat_skim_milk_total_grams	integer	default
group_soy_milk_total_grams	integer	default
group_rice_milk_total_grams	integer	default
group_other_milk_almond_total_grams	integer	default
group_meal_drinks_protein_drinks_total_grams	integer	default
group_slim_fast_type_regular_total_grams	integer	default
group_slim_fast_type_low_carb_total_grams	integer	default
group_high_protein_drinks_regular_total_grams	integer	default
group_high_protein_drinks_low_carb_total_grams	integer	default
group_tomato_vegetable_juice_total_grams	integer	default
group_orange_grapefruit_juice_total_grams	integer	default
group_oj_calcium_fortified_total_grams	integer	default
group_oj_grapefruit_juice_not_calcium_fortified_total_grams	integer	default
group_other_100_pct_juice_and_blends_total_grams	integer	default
group_hi_c_cranberry_juice_tang_total_grams	integer	default
group_drinks_with_some_juice_total_grams	integer	default
group_iced_tea_all_kinds_total_grams	integer	default
group_ice_tea_home_no_sugar_total_grams	integer	default
group_ice_tea_home_sugar_total_grams	integer	default
group_ice_tea_bottle_no_sugar_total_grams	integer	default
group_ice_tea_bottle_sugar_total_grams	integer	default
group_gatorade_powerade_total_grams	number	default
group_energy_drinks_total_grams	integer	default
group_energy_drinks_low_sugar_total_grams	integer	default
group_energy_drinks_sugar_total_grams	integer	default
group_koolaid_horchata_total_grams	integer	default
group_low_cal_koolaid_total_grams	integer	default
group_regular_koolaid_total_grams	integer	default
group_soda_or_pop_total_grams	integer	default
group_soda_diet_no_caffeine_total_grams	integer	default
group_soda_diet_caffeine_total_grams	integer	default
group_soda_sugar_no_caffeine_total_grams	integer	default
group_soda_sugar_caffeine_total_grams	integer	default
group_soda_diet_unsure_caffeine_total_grams	integer	default
group_soda_sugar_unsure_caffeine_total_grams	integer	default
group_soda_decaf_unsure_sugar_total_grams	integer	default
group_soda_caffeine_unsure_sugar_total_grams	integer	default
group_beer_any_kind_total_grams	integer	default
group_beer_regular_total_grams	number	default
group_beer_light_low_carb_total_grams	integer	default
group_beer_non_alcoholic_total_grams	integer	default
group_wine_wine_coolers_all_kinds_total_grams	integer	default
group_wine_red_total_grams	integer	default
group_wine_white_total_grams	integer	default
group_both_red_and_white_wine_total_grams	integer	default
group_liquor_cocktails_total_grams	number	default
group_water_bottled_or_tap_total_grams	integer	default
group_milky_coffee_drink_any_kind_total_grams	integer	default
group_latte_cappuccino_1_pct_or_2_pct_milk_total_grams	integer	default
group_latte_cappuccino_whole_milk_total_grams	integer	default
group_latte_cappuccino_non_fat_milk_total_grams	integer	default
group_latte_cappuccino_soy_milk_total_grams	integer	default
group_latte_cappuccino_something_else_total_grams	integer	default
group_cafe_leche_1_pct_or_2_pct_milk_total_grams	integer	default
group_cafe_leche_whole_milk_total_grams	integer	default
group_cafe_leche_non_fat_milk_total_grams	integer	default
group_cafe_leche_soy_milk_total_grams	integer	default
group_cafe_leche_something_else_total_grams	integer	default
group_mocha_1_pct_or_2_pct_milk_total_grams	integer	default
group_mocha_whole_milk_total_grams	integer	default
group_mocha_non_fat_milk_total_grams	integer	default
group_mocha_soy_milk_total_grams	integer	default
group_mocha_something_else_total_grams	integer	default
group_frappuccino_1_pct_or_2_pct_milk_total_grams	integer	default
group_frappuccino_whole_milk_total_grams	integer	default
group_frappuccino_non_fat_milk_total_grams	integer	default
group_frappuccino_soy_milk_total_grams	integer	default
group_frappuccino_something_else_total_grams	integer	default
group_coffee_decaf_total_grams	integer	default
group_coffee_caffeine_total_grams	integer	default
group_coffee_both_kinds_total_grams	integer	default
group_coffee_dont_drink_total_grams	integer	default
group_hot_tea_decaf_total_grams	integer	default
group_hot_tea_caffeine_total_grams	integer	default
group_hot_tea_both_kinds_total_grams	integer	default
group_hot_tea_dont_drink_total_grams	integer	default
group_cream_or_half_n_half_total_grams	integer	default
group_non_dairy_creamer_liquid_total_grams	integer	default
group_condensed_milk_total_grams	integer	default
group_sugar_or_honey_total_grams	integer	default
group_cooking_fat_pop_mix_total_grams	integer	default
group_non_stick_spray_sr27_total_grams	integer	default
group_cook_fat_butter_or_ghee_total_grams	integer	default
group_cook_fat_butter_margarine_blend_total_grams	integer	default
group_cook_fat_margarine_stick_total_grams	integer	default
group_cook_fat_margarine_tub_total_grams	integer	default
group_cook_fat_margarine_low_fat_total_grams	integer	default
group_cook_fat_olive_oil_total_grams	number	default
group_cook_fat_canola_safflower_oils_total_grams	integer	default
group_cook_fat_corn_vegetable_oil_blends_total_grams	integer	default
group_cook_fat_peanut_oil_total_grams	integer	default
group_cook_fat_animal_fat_total_grams	integer	default
group_cook_fat_veg_shortening_crisco_total_grams	integer	default
group_cook_fat_other_oil_coconut_various_nfs_vegetable_oils_total_grams	integer	default
ash	number	default
sucs	number	default
glus	number	default
frus	number	default
lacs	number	default
mals	number	default
gals	number	default
starch	number	default
mn	number	default
fld	number	default
niacin_equiv_ne	number	default
pantac	number	default
b_carotene_equiv	number	default
vita_iu	number	default
tocphb	number	default
tocphg	number	default
tocphd	number	default
toctra	number	default
toctrb	number	default
toctrg	number	default
toctrd	number	default
ergcal	number	default
chocal	number	default
vitd_iu	number	default
vite_iu	number	default
vitk1d	number	default
mk4	number	default
f13d0	number	default
f15d0	number	default
f17d0	number	default
f20d0	number	default
f22d0	number	default
f24d0	number	default
f14d1	number	default
f15d1	number	default
f16d1c	number	default
f17d1	number	default
f18d1c	number	default
f22d1c	number	default
f24d1c	number	default
f18d2cn6	number	default
f18d2cla	number	default
f18d2i	number	default
f18d3cn3	number	default
f18d3cn6	number	default
f18d3i	number	default
f20d2cn6	number	default
f20d3	number	default
f20d3n3	number	default
f20d3n6	number	default
f20d4n6	integer	default
f21d5	integer	default
f22d4	number	default
f16d1t	number	default
f18d1t	number	default
f18d1tn7	number	default
f22d1t	number	default
f18d2tt	number	default
f18d2t	number	default
fatrnm	number	default
fatrnp	number	default
phystr	number	default
stid7	number	default
camd5	number	default
sitstr	number	default
trp_g	number	default
thr_g	number	default
ile_g	number	default
leu_g	number	default
lys_g	number	default
met_g	number	default
cys_g	number	default
phe_g	number	default
tyr_g	number	default
val_g	number	default
arg_g	number	default
histn_g	number	default
ala_g	number	default
asp_g	number	default
glu_g	number	default
gly_g	number	default
pro_g	number	default
ser_g	number	default
hyp	number	default
pac_1	number	default
pac_2	number	default
pac_3	number	default
pac_4	number	default
pac_7	number	default
pac10	number	default
betn_c	number	default
cholnfr	number	default
cholngpc	number	default
cholnpc	number	default
cholnptc	number	default
cholnsm	number	default
dt_fiber_insol	number	default
dt_fiber_sol	number	default
dt_prot_animal	number	default
dt_prot_vegetable	number	default
dt_nitrogen	number	default
phytic_acid	number	default
oxalic_acid	number	default
coumestrol	number	default
biochanin_a	number	default
formononetin	number	default

Nutrition Studies

This directory contains data and code behind the story You Can’t Trust What You Read About Nutrition.

Many studies of diet and nutrition include multiple variables with vast amounts of data, making it easy to p-hack your way to sexy (and false) results. We learned this firsthand when we invited readers to take a survey about their eating habits known as the food frequency questionnaire and answer a few other questions about themselves. We ended up with 54 complete responses and looked for associations much as researchers look for links between foods and dreaded diseases. It was easy to find them.

Warning: This is evil (statistical) work. Do not go to the dark side. Do not try this at home.

This directory contains three files:

File	Description
`raw_anonymized_data.csv`	The FFQ and survey data from 54 respondents
`p_hacking.R`	An R script that performs 27,716 regressions
`p_values_analysis.csv`	The output data file listing the p-values

Note: This is an intentionally shady regression analysis, both because of the p-hacking or data mining behind running more than 27,000 regressions and because the statistics reported were the p-values of the characteristics (the independent variables).

IN OTHER WORDS: THIS IS NOT AN EXAMPLE OF SOUND DATA ANALYSIS.

This dataset was scraped from FiveThirtyEight - nutrition-studies

Data Files

Data Previews

p_values_analysis

Schema

raw_anonymized_data

Schema

Nutrition Studies