Big Food Data: A Massive Crowdsourced Database of Labels
Nutrition and big data are two trendy topics we’re bound to hear more and more about as 2013 unfolds. And Food Essentials, a Missouri-based company building a food label database, is tackling the intersection of the two. Food Essentials is scanning and collecting the muddled wealth of information on the labels on food products—that means…
Nutrition and big data are two trendy topics we’re bound to hear more and more about as 2013 unfolds. And Food Essentials, a Missouri-based company building a food label database, is tackling the intersection of the two.
Food Essentials is scanning and collecting the muddled wealth of information on the labels on food products—that means fat and sugar content, number of calories, and also ingredients, allergens and vitamins. They’re doing this by crowdsourcing photographs of hundreds of labels in grocery stores around the country.
The result is a database of information larger than any currently existing, organized into an API (application programming interface) that can be accessed by developers and used to build mobile apps that help empower consumers to make healthy—or at the least, informed—choices about their food products.
Food Essentials also helps organize and categorize the information, assigning labels like “low sodium” to products relative to the type of food. In other words, a certain brand of cashew may be low in sodium compared to the other packaged nuts in its category, but would not be considered a low sodium food when compared to frozen vegetables.
According to the CEO, Anton Xavier, “Our mission is to make vast amounts of food label data accessible to brands, developers as well as government entities, while keeping it simple to analyze.”
Have at it developers. I’d use an app for that.
This month, we’re challenging the GOOD community to host a dinner party and cook a meal that contains fewer ingredients than the number of people on the guest list. Throughout March, we’ll share ideas and resources for being more conscious about our food and food systems. Join the conversation at good.is/food and on Twitter at #chewonit.
Reddit user Girlfriendhatesmefor’s three-year-old pitbull, Otis, had recently become overprotective of his wife. So he asked the online community if they knew what might be wrong with the dog.
“A week or two ago, my wife got some sort of stomach bug,” the Reddit user wrote under the subreddit /r/dogs. “She was really nauseous and ill for about a week. Otis is very in tune with her emotions (we once got in a fight and she was upset, I swear he was staring daggers at me lol) and during this time didn’t even want to leave her to go on walks. We thought it was adorable!”
His wife soon felt better, butthe dog’s behavior didn’t change.
Girlfriendhatesmefor began to fear that Otis’ behavior may be an early sign of an aggression issue or an indication that the dog was hurt or sick.
So he threw a question out to fellow Reddit users: “Has anyone else’s dog suddenly developed attachment/aggression issues? Any and all advice appreciated, even if it’s that we’re being paranoid!”
The most popular response to his thread was by ZZBC.
Any chance your wife is pregnant?
ZZBC | Reddit
The potential news hit Girlfriendhatesmefor like a ton of bricks. A few days later, Girlfriendhatesmefor posted an update and ZZBC was right!
“The wifey is pregnant!” the father-to-be wrote. “Otis is still being overprotective but it all makes sense now! Thanks for all the advice and kind words! Sorry for the delayed reply, I didn’t check back until just now!”
Redditors responded with similar experiences.
Anecdotal I know but I swear my dog knew I was pregnant before I was. He was super clingy (more than normal) and was always resting his head on my belly.
realityisworse | Reddit
So why do dogs get overprotective when someone is pregnant?
Jeff Werber, PhD, president and chief veterinarian of the Century Veterinary Group in Los Angeles, told Health.com that “dogs can also smell the hormonal changes going on in a woman’s body at that time.” He added the dog may “not understand that this new scent of your skin and breath is caused by a developing baby, but they will know that something is different with you—which might cause them to be more curious or attentive.”
The big lesson here is to listen to your pets and to ask questions when their behavior abruptly changes. They may be trying to tell you something, and the news may be life-changing.
Throughout history, women have stood up and fought to break down barriers imposed on them from stereotypes and societal expectations. The trailblazers in these photos made history and redefined what a woman could be. In doing so, they paved the way for future generations to stand up and continue to fight for equality.
While conspiracy theories are not limited to any topic, there is one type of event that seems particularly likely to spark them: mass shootings, typically defined as attacks in which a shooter kills at least four other people.
When one person kills many others in a single incident, particularly when it seems random, people naturally seek out answers for why the tragedy happened. After all, if a mass shooting is random, anyone can be a target.