Time for me to re-post my perennial "fun banana facts" post:
Bananas are the #1 most-sold item at most grocery stores including, notably, Wal-Mart.
Bananas also have the highest standard deviation in terms of predicting if a given (known) consumer will purchase bananas in a given store run. (At least as compared to other food products and consumables.) When predicting a consumer's shop, it's generally pretty easy to make a highly educated guess about their purchasing activity and, thus, to project volumes for products. But bananas defy that wisdom, except that people in aggregate buy a lot of them. Someone who buys bananas reliably every week for months will randomly stop for months, and then start again, for no perceivable rhyme or reason. Bananas aren't seasonal purchases like berries or corn or other fruits or vegetables. Bananas also tend to be a high volume item at gas stations and convenience stores.
Bananas have to be effectively "tricked" into continuing to ripen after being prematurely picked green and then refrigerated for transit. So there are banana ripening centers that pump ethylene through a chilled chamber to get them to ripen.
Berries are most certainly not seasonal anymore. They should be but we thoroughly engineered the seasonality out of them. They're always on the shelf. Do people's purchase habits follow the natural seasonality of the product anymore? Probably something that can be found in this dataset as well.
> Do people's purchase habits follow the natural seasonality of the product anymore?
Depends on the store I'd wager. We have a store here (Ametller Origen) that sell things they cultivate/make themselves "nearby" (in the same region, and among other things they sell too) and sell in their own retail stores, I'm guessing most of their customers do indeed follow the habits of seasonality as lots of stuff isn't available outside of the seasons.
> Much better! Some of these even made me laugh out loud. Kale and an enema? Parsley and condoms? Adult diapers and baby food?
> Small orders are less common but we still got some fun ones. Oreos and lube? Sounds like a good time!
Funny to who? Was this rated "for sure funny" by a LLM or what's going on? Why is it funny to buy Oreo and lube? I could understand "contradictions" or something like that (like buying weight loss pills + loads of candy/sodas) could be fun I guess, but just cookies and rubber? Why would someone buying kale and an enema make someone else laugh out loud?
The kale and enema one makes sense, they get so much fiber they get blocked up and need an enema. The parsley and condoms I don’t get but the adult diapers and baby food is probably some terminally online poor souls who “roleplay”. Oreo’s and lube I don’t get, it could be the absurdity that has the writer thinking it’s funny.
Note that there is a certain level of arbitrariness
involved in this association game. For instance, if a household regularly is in need of both parsley and also condoms, the fact that they are purchased together may be a result of the pure coincidence that both were empty/used up at the same time (which is also a function of the package sizes of both items). We would be much less surprised at the mined associations if we took a longitudinal,
per-household look.
Furthermore, a shopping basked is per-household, but not per-person: the parsley and the condom may be used by different members of the household, or be shared, or be part of a gift to someone outside.
The human brain also tends to make up "causal" connections between any two items, when the real reason is often much more mundane.
> but the adult diapers and baby food is probably some terminally online poor souls who “roleplay”.
My mind went to "A fairly typical household where grandpa/grandma lives in the house and you also have at least one baby, or someone (maybe same grandpa/grandma) have troubles digesting food". Funny how different our casual links can be formed in our head :)
Baby food is often just puréed fruits and vegetables. Adult diapers are only funny if you've never considered that being able-bodied is temporary.
It is more likely that the person purchasing adult diapers and baby food is the caregiver of an adult. Perhaps of themselves, or an aging parent, or their spouse who is recovering from surgery.
Parsley is used by people who don't cook often as a garnish to make a meal look more fancy. The sort of thing you might do if you have a date coming over and want to impress...
Using LLM embedding cosine similarity to classify products into larger categories (bricks) wasn’t something I would’ve thought of. Last I heard of word vectors was back when word2vec came out, I guess in the back of my mind I knew LLMs have something similar and it makes sense that open weight models reveal that information easily.
Bananas are the #1 most-sold item at most grocery stores including, notably, Wal-Mart.
Bananas also have the highest standard deviation in terms of predicting if a given (known) consumer will purchase bananas in a given store run. (At least as compared to other food products and consumables.) When predicting a consumer's shop, it's generally pretty easy to make a highly educated guess about their purchasing activity and, thus, to project volumes for products. But bananas defy that wisdom, except that people in aggregate buy a lot of them. Someone who buys bananas reliably every week for months will randomly stop for months, and then start again, for no perceivable rhyme or reason. Bananas aren't seasonal purchases like berries or corn or other fruits or vegetables. Bananas also tend to be a high volume item at gas stations and convenience stores.
Bananas have to be effectively "tricked" into continuing to ripen after being prematurely picked green and then refrigerated for transit. So there are banana ripening centers that pump ethylene through a chilled chamber to get them to ripen.
Depends on the store I'd wager. We have a store here (Ametller Origen) that sell things they cultivate/make themselves "nearby" (in the same region, and among other things they sell too) and sell in their own retail stores, I'm guessing most of their customers do indeed follow the habits of seasonality as lots of stuff isn't available outside of the seasons.
> Small orders are less common but we still got some fun ones. Oreos and lube? Sounds like a good time!
Funny to who? Was this rated "for sure funny" by a LLM or what's going on? Why is it funny to buy Oreo and lube? I could understand "contradictions" or something like that (like buying weight loss pills + loads of candy/sodas) could be fun I guess, but just cookies and rubber? Why would someone buying kale and an enema make someone else laugh out loud?
Note that there is a certain level of arbitrariness involved in this association game. For instance, if a household regularly is in need of both parsley and also condoms, the fact that they are purchased together may be a result of the pure coincidence that both were empty/used up at the same time (which is also a function of the package sizes of both items). We would be much less surprised at the mined associations if we took a longitudinal, per-household look.
Furthermore, a shopping basked is per-household, but not per-person: the parsley and the condom may be used by different members of the household, or be shared, or be part of a gift to someone outside.
The human brain also tends to make up "causal" connections between any two items, when the real reason is often much more mundane.
My mind went to "A fairly typical household where grandpa/grandma lives in the house and you also have at least one baby, or someone (maybe same grandpa/grandma) have troubles digesting food". Funny how different our casual links can be formed in our head :)
I guess GP and I are both actually part of that "terminally online" group they're complaining about.
It is more likely that the person purchasing adult diapers and baby food is the caregiver of an adult. Perhaps of themselves, or an aging parent, or their spouse who is recovering from surgery.
(Makes sense as I never felt the urge to laugh after looking in someone else's shopping basket.
Anyway, perhaps that's why I'm not a data analyst.)