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uid
int64
chunk_id
string
text
string
n_items
int64
n_tokens
int64
subreddits
list
openness
float64
conscientiousness
float64
extraversion
float64
agreeableness
float64
neuroticism
float64
source
string
instrument
string
103
103_0
sustainable eating is cool but also like... i just eat what's available and move on with my day. migration patterns are absolutely bonkers when you actually pay attention to timing. blows my mind every time. spent three hours last night just... looking. no notes no tracking. sometimes it's nice to just observe. Ther...
40
817
[ "AskReddit", "Astronomy", "Birdwatching", "CasualConversation", "Fitness", "HealthyFood", "Hobbies", "LifeProTips", "NoStupidQuestions", "TooAfraidToAsk", "WorkAdvice" ]
88.9
42.7
62.1
55.5
36.6
synthetic
llm:claude-haiku-4-5
104
104_0
Thanks for that clarification. The distinction between symptom management and functional restoration remains central to my practice philosophy. Clients often expect symptom resolution as the endpoint, but true rehabilitation addresses capacity restoration and recurrence prevention. That's a compelling analysis of terr...
31
1,626
[ "AskReddit", "CasualConversation", "Health", "fitness", "gardening", "physiotherapy", "snowboarding" ]
92.2
45.3
65.1
79.6
47.9
synthetic
llm:claude-haiku-4-5
105
105_0
the real crime is how little credit Wendy Carlos gets. literally pioneered so much of what we take for granted with synthesis and she's just—she's not in the conversation nearly enough client communication might be the most important skill and it's barely taught? like the actual tattooing is craft and that takes time ...
31
1,892
[ "AskReddit", "BuyItForLife", "Music", "Woodworking", "synthesizers", "tattoos", "vintageaudio" ]
88.7
47.8
19.6
43.3
29.2
synthetic
llm:claude-haiku-4-5
106
106_0
most of my money goes to either records or dice and I'm not sure which is the bigger problem but neither feels like a problem sleeve art matters more than people think. some albums I only bought because the cover looked cool and they ended up being great been thinking about running something instead of just playing. ...
31
752
[ "AskReddit", "CasualConversation", "DnD", "TabletopRPG", "cooking", "vinyl" ]
79.3
45
7.7
73
34.2
synthetic
llm:claude-haiku-4-5
107
107_0
Ask the question. The guy asking dumb questions scraps fewer parts than the guy who doesn't. Sold my Poly-800 to fund something I used for a month. Still think about it. Not in a dramatic way, just most days. Get a cheap hygrometer before you buy a dehumidifier. My basement was sitting at 70% and I assumed that was j...
26
1,433
[ "AskMen", "AskReddit", "BuyItForLife", "CasualConversation", "Cooking", "HomeImprovement", "Machinists", "modeltrains", "personalfinance", "synthesizers", "vintageaudio" ]
43.3
83.5
0
61.6
86.7
synthetic
llm:claude-opus-5-5
108
108_0
got a new filter last month and the water quality improved noticeably. shouldve upgraded sooner but whatever warehouse job keeps me moving at least. some desk jobs people gain weight just sitting there carbon fiber is overrated imo. aluminum works fine if youre not racing or something ph was off by like 0.5 points a...
32
741
[ "r/Aquariums", "r/AskReddit", "r/IAmA", "r/antiwork", "r/cycling", "r/fitness" ]
68.1
43.2
37
32.3
51.8
synthetic
llm:claude-haiku-4-5
109
109_0
Good evening, There is an old orchard on the edge of the property where I work, and the owner lets me gather windfalls each autumn. I have no idea what varieties they are. Some are small and very bitter, which I gather is actually desirable for cider. Last year I pressed them using a borrowed press and simply let the ...
29
3,335
[ "AskReddit", "Beekeeping", "CasualConversation", "Cooking", "Homebrewing", "MushroomGrowers", "NoStupidQuestions", "Pets", "astronomy", "birding", "books", "cider", "composting", "farming", "fermentation", "folk", "gardening", "history", "insomnia", "mead", "philosophy", "s...
92
17.9
4.6
85.7
88.4
synthetic
llm:claude-opus-5-5
110
110_0
Well said. I had not looked at it from that angle, and I think you are right. Good afternoon, Thank you for the thorough guide. One small suggestion, if I may: it might be worth adding a note about backing up the Proxmox configuration before upgrading between major versions. I skipped this step last spring under the ...
30
2,860
[ "AskOldPeople", "AskReddit", "ChessBeginners", "Coffee", "Cooking", "DIY", "MechanicalKeyboards", "books", "cats", "chess", "gardening", "homelab", "linux", "mildlyinfuriating", "personalfinance", "sysadmin" ]
61.6
39.4
26.2
74
46.9
synthetic
llm:claude-opus-5-5
111
111_0
We stopped buying coffee pods and went back to a plain drip machine and a can of ground coffee and the savings were almost embarrassing once I added it up, something like $40 a month for two of us. I keep a little notebook of what we spend on groceries every week, old habit from work, and seeing it written down is what...
38
3,991
[ "Accounting", "AskOldPeople", "Bookkeeping", "BuyItForLife", "Cooking", "Frugal", "HomeImprovement", "Homebrewing", "QuickBooks", "backyardbirds", "birding", "dogs", "excel", "gardening", "mead", "personalfinance", "retirement", "tax", "whatsthisbird" ]
62
51.3
9.8
80.6
82.8
synthetic
llm:claude-opus-5-5
112
112_0
A clear storage tote with the lid cracked open is honestly perfect for this!! Fancy cabinets are lovely but a cheap tub works the same. Put a layer of LECA in the bottom with a bit of water so you get humidity without the pots sitting in it, stick a small clip-on fan on a timer pointing near the lid so you don't get st...
29
3,990
[ "AskReddit", "CasualConversation", "Cooking", "Hoya", "Monstera", "Sourdough", "bicycling", "boardgames", "chemistry", "fermentation", "houseplants", "labrats", "synthesizers" ]
94.6
85
99.5
100
26.1
synthetic
llm:claude-opus-5-5
112
112_1
Okay this is such a good question and nobody ever talks about it!! Salting the eggplant ahead of time is less about bitterness (modern varieties barely have any) and more about texture, because the salt pulls water out and collapses those little air pockets so it doesn't soak up oil like a sponge. That's why yours went...
5
629
[ "AskReddit", "Cooking", "houseplants", "labrats", "synthesizers" ]
94.6
85
99.5
100
26.1
synthetic
llm:claude-opus-5-5
113
113_0
Got called out for a winter emergency pipe burst at midnight. Showed up, fixed it, and the customer complained about the cost anyway. some people are impossible. people ask me what I do on weekends and I say birdwatching and knitting and they always look like they're trying not to laugh. Not my problem. i knit while ...
23
663
[ "AskReddit", "Birdwatching", "CasualConversation", "Knitting", "OffMyChest", "Plumbing" ]
48.9
47.4
87.1
71
95.5
synthetic
llm:claude-haiku-4-5
114
114_0
What keeps me engaged in life is that there's always something I don't understand yet; whether it's the exact mechanism of bulk fermentation or what's happening physiologically in a patient's body, the mystery is what makes it worth showing up. I've experimented with different flour types—spelt, einkorn, ancient grain...
25
1,428
[ "AskReddit", "CasualConversation", "HealthyFood", "Sourdough", "nursing", "rollerderby" ]
93.1
11.8
12.5
15.1
32.3
synthetic
llm:claude-haiku-4-5
115
115_0
What's your budget looking like? That changes the recommendation pretty significantly. Are you looking for something portable, or is it going in a studio setup? And what kind of music are you trying to make with it? The lighting study work on this is insane. How long did you spend just on the shadow work? I'm always i...
24
1,364
[ "Art", "AskReddit", "Cooking", "CreativeWriting", "DesignCritiques", "Illustration", "ImaginaryArtwork", "ImaginaryMonsters", "Music", "PersonalFinance", "electronic_cigarettes", "football", "freelance", "retrogaming", "synthesizers" ]
96.6
76.6
90.2
91.5
15.7
synthetic
llm:claude-haiku-4-5
116
116_0
Scanning setup is underrated; like good glass and proper exposure matter but if you're scanning on some crusty old flatbed scanner you're throwing away half your image; investing in a decent scanning setup or finding a good lab is worth the money; you can't print what you can't see. The funny thing is that most people...
25
1,473
[ "r/AskReddit", "r/CasualConversation", "r/bouldering", "r/filmphotography", "r/learnprogramming", "r/photography", "r/webdev" ]
52.5
27.3
76
51.2
31.8
synthetic
llm:claude-haiku-4-5
117
117_0
Lighthouse keeper. Quiet, specific job, nice view. Not yet, it's on the pile. I'd say no. Exposure doesn't pay rent. Congrats. That last climb looks brutal. "Leverage" as a verb, mostly. Not a stupid question. Salt the water more than you think. Rice flour on the banneton. Nothing sticks to it. That tagline was ...
31
706
[ "AskReddit", "Breadit", "Cooking", "Sourdough", "advertising", "books", "copywriting", "freelance", "houseplants", "movies", "trailrunning", "ultrarunning" ]
81.6
49.5
36.1
73
47.1
synthetic
llm:claude-opus-5-5
118
118_0
fermentation temps dropped last night. really worried about this batch. been obsessing over it since rural life isn't for everyone but I wouldn't trade it. peace and quiet matter get out in nature more. seriously. clears your head bottling day is always chaos. spilled wort all over the floor again wet containers ar...
20
340
[ "AskReddit", "CasualConversation", "Cooking", "InjusticeGoneWild", "farming", "gardening", "geocaching", "homebrewing", "outdoors" ]
57.4
93
48.3
53.5
72.4
synthetic
llm:claude-haiku-4-5
119
119_0
The mental side absolutely separates casual players from decent ones; I've seen people with worse technique win consistently because they stay calm and focused while their opponents are spiraling after a few bad throws. It's almost not fair how much of this sport is between your ears. I've wasted so much time watching...
27
2,086
[ "AskReddit", "Baking", "CasualConversation", "Darts", "MaliciousCompliance", "Sourdough", "WorkReform" ]
53.1
60.5
55.3
60.9
62
synthetic
llm:claude-haiku-4-5
120
120_0
Been meaning to rebuild my setup but. yeah. haven't gotten around to it opposing party's motion is weak. we can probably kill it in the response Humidity tray works sometimes. honestly just mist them every few days. not complicated doubt that's what actually happened the tire model in that build is supposedly bette...
26
478
[ "fitness", "gardening", "houseplants", "news", "simracing", "work" ]
64.3
58.8
8
9.1
52.8
synthetic
llm:claude-haiku-4-5
121
121_0
every 'smart' device is just a future ewaste brick w/ a subscription attached measure twice cut once is great advice that i ignore every time msg is fine. the whole scare was basically racist nonsense from the 60s a seed is basically a tiny backup drive w/ a packed lunch this is just the ship of theseus w/ extra st...
31
802
[ "AskReddit", "Cooking", "DIY", "PremierLeague", "Showerthoughts", "fermentation", "football", "gardening", "homelab", "linux", "mycology", "philosophy", "printSF", "soccer", "sysadmin", "technology", "vegetablegardening" ]
94.7
23
19.1
38.7
34.3
synthetic
llm:claude-opus-5-5
122
122_0
Gear acquisition is fine as long as you actually — no, I can't say that with a straight face, I've got four keyboards I haven't switched on since Christmas. Enjoy it. Just don't kid yourself it's about the music every time. Supervision should be a space where you can say 'I think I got this one wrong' without it turni...
26
1,973
[ "AskOldPeople", "AskUK", "CafeRacers", "Cooking", "DIY", "analog", "books", "motorcycles", "socialwork", "synthesizers", "vintagemotorcycles" ]
64.1
30.9
40.3
49.4
26.5
synthetic
llm:claude-opus-5-5
123
123_0
Logging DNFs isn't failure—it's actually helpful data for the cache owner and other searchers. Plus, it brings you back, which is kind of the point anyway. Some of my best finds have been on return visits. Leave No Trace principles are worth actually internalizing. It's not just a rule, it's about respecting the place...
35
1,977
[ "CasualConversation", "Geocaching", "Insurance", "OutdoorGear", "outdoors", "running", "trailrunning" ]
77
99.8
45.2
79
57.7
synthetic
llm:claude-haiku-4-5
124
124_0
That sounds like a really nice way to spend a day off. I had something similar last week, just sat out by the hives with a coffee watching them come back loaded with pollen. Nobody needed anything from me for a couple hours. Thanks for sharing this, it's nice to read something calm for a change. Learning to fix things...
34
2,419
[ "AmazonFC", "AskOldPeople", "Beekeeping", "BuyItForLife", "CasualConversation", "Cooking", "books", "bouldering", "gardening", "personalfinance", "warehouseworkers" ]
58.5
77.7
12.3
60
24
synthetic
llm:claude-opus-5-5
125
125_0
test cases that are too vague are worse than no test cases — worse, because you think you're covered and then boom, you find out you're not. I've started writing my own test cases because half the ones I get are — they're just not specific enough. All these stories about food systems breaking down and supply chains fa...
25
1,609
[ "AskReddit", "QualityAssurance", "discogs", "gardening", "urbanforaging", "vinyl", "worldnews" ]
86.5
61.7
67
65.1
41.1
synthetic
llm:claude-haiku-4-5
126
126_0
walstad method is solid but people romanticize it. you still need maintenance and it's not actually a hands-off setup your local shop probably uses mediocre beans. roasting date and freshness are what matter most and most places don't prioritize it making espresso right is actually more satisfying than most things. p...
36
859
[ "Aquariums", "AskReddit", "Coffee", "HomeImprovement", "espresso", "mildlyinteresting", "offmychest", "unpopularopinion" ]
70.8
72.3
12.9
32.2
29.9
synthetic
llm:claude-haiku-4-5
127
127_0
mark making is mark making. the materials are just different languages for the same conversation when you hit your stride with something it's hard to explain but you feel it home grown stuff just tastes like something. store bought is... fine sometimes messy results are more honest than perfect ones the joy is in t...
36
605
[ "AskReddit", "Books", "Crochet", "HomeImprovement", "cooking", "gardening", "illustration", "mildlyinteresting" ]
69.1
42.9
57.9
74.4
19.6
synthetic
llm:claude-haiku-4-5
End of preview. Expand in Data Studio

Aleph Big5 Synthetic

Disclaimer: this dataset is entirely synthetic. Every single comment was written by an LLM (either Opus5.5 or Haiku 4.5), and the dataset contains reddit-style comments, alongside the corresponding Big 5 score of the persona that the LLM used to generate the comment. Each commenter has a particular Big 5 profile, and their comments are supposed to indirectly reflect the profile.

This dataset contains text fragments (modelled on reddit comments), alongside its (artificial author persona's) corresponding Big 5 scores. It is meant to be used as supplementary data for any text-to-big5 regression models, but its use is not strictly limited to that. The reason why the relation between the two is not random is because the comments are meant to realistically represent what a person with a given Big 5 profile would sound like, at least according to the LLMs that generated it. Details below.

How it was made

  1. We generated Big 5 scores for each profile randomly, using the distributions found in AlephPsychometric.org 's collected user data
  2. Each profile got a randomly sampled persona: age bracket, occupation, two interests, and a writing-style instruction. Styles are conditional on traits passing a certain threshold, so for example the "blunt" trait only appears for profiles with ≤ 40 agreeableness.
  3. Each persona was generated in an independent API call, asked for 20–40 comments as replies to unseen threads, and forbidden from naming traits or describing itself. Outputs were filtered for format and minimum length. Generators are recorded per row in instrument (llm:<model>).

Known limitations

  • The comments were written by two different models, but both of these were made by Anthropic.
  • It is highly likely that the models generated comments that lean heavily into stereotypes of particular Big 5 profiles, so profiles high in agreeableness may have a high tendency to use polite language for example.
  • Subreddit names are model-invented and may not exist.

Schema (chunks.jsonl)

field meaning
uid synthetic persona id; split on this
chunk_id <uid>_<n>
text that persona's comments packed to a token budget
n_items, n_tokens comments and ModernBERT tokens in the chunk
subreddits subreddits named in the chunk
openness … neuroticism target scores, 0–100
source always synthetic
instrument llm:<generating model>

Composition

  • 1018 chunks from 994 participants
  • by source: {'synthetic': 1018}
  • by instrument: {'llm:claude-haiku-4-5': 594, 'llm:claude-opus-5-5': 424}
  • tokens per chunk: median 1206, max 4078
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