# Big Kink Survey Explorer

> AI-facing access docs for the BKS dataset via MCP and REST.

## Dataset
- Rows: 15,503
- Columns (full schema): 365
- Columns (visible in docs): 361
- Table name: `data`
- Read-only SQL: `SELECT`, `WITH`, `DESCRIBE`, `EXPLAIN`
- Query limits: default `1000`, hard cap `10000`
- Timeout: default `5000ms`, max `30000ms`
- Envelope format:
  - success: `{ ok: true, data, meta? }`
  - error: `{ ok: false, error: { code, message, details? } }`

## MCP Server
- URL: https://bks-mcp-server-production.up.railway.app/mcp
- Transport: `streamable-http`
- Tools:
  - `get_schema`: Returns row count, column metadata, and dataset-level details.
  - `get_stats`: Computes typed stats for a single column.
  - `cross_tabulate`: Builds a bounded cross-tab matrix for two columns.
  - `query_data`: Executes a bounded read-only DuckDB SQL query.
  - `search_columns`: Finds columns by case-insensitive substring match.
  - `query_analytics`: Queries event analytics through the authenticated `/api/analytics` proxy.

### Claude Desktop
```json
{
  "mcpServers": {
    "bks": {
      "type": "streamable-http",
      "url": "https://bks-mcp-server-production.up.railway.app/mcp"
    }
  }
}
```

### Cursor
```json
{
  "mcpServers": {
    "bks": {
      "transport": "streamable-http",
      "url": "https://bks-mcp-server-production.up.railway.app/mcp"
    }
  }
}
```

## REST API
- Base URL: https://bks-explorer-production.up.railway.app/survey
- `GET /api/health` -> health status + timestamp envelope
- `GET /api/schema` -> dataset metadata + visible columns + caveat definitions
- `POST /api/query` body: `{ sql: string, limit?: number }`
- `GET /api/stats/:column` params: `column` path segment
- `GET /api/crosstab` query: `x`, `y`, optional `limit`, optional `filters` (JSON)
- `POST /api/events` body: `{ events: AnalyticsEvent[] }` (max 20 events)
- `POST /api/analytics` body: `{ sql: string, limit?: number }` + header `x-bks-analytics-key`

## Columns
- `"Engaging with or fantasizing about what arouses me feels therapeutic or healing to me" (vmq8jqw)` | type: `categorical` | tags: `other`
- `"I am aroused by being dominant in sexual interactions" (6w3xquw)` | type: `categorical` | tags: `fetish`
- `"I am aroused by being submissive in sexual interactions" (xem7hbu)` | type: `categorical` | tags: `demographic`, `fetish`
- `"I am ashamed or embarrassed about at least some of what arouses me" (7cw1ziu)` | type: `categorical` | tags: `other`
- `"I can get aroused by a partner doing what I like, even if I know they aren't aroused by it themselves" (aw1a1ss)` | type: `categorical` | tags: `other`
- `"I find {bodypartsmost}:" (xw7vr7a)` | type: `categorical` | tags: `other`
- `"I find age-related things (beyond "normal" stuff like being attracted to people your own age) to be:" (92qqx0)` | type: `categorical` | tags: `demographic`
- `"I find anal sex (with a penis or penile toy):" (jhvha2f)` | type: `categorical` | tags: `other`
- `"I find blowjobs:" (yuc275j)` | type: `categorical` | tags: `other`
- `"I find cunnilingus:" (jn2b355)` | type: `categorical` | tags: `other`
- `"I find dirtytalking erotic" (947wne3)` | type: `categorical` | tags: `fetish`
- `"I find it erotic when two people of the opposite gender to me sexually interact with each other" (fbqcymm)` | type: `categorical` | tags: `demographic`, `fetish`
- `"I find it most erotic when the subject of my genderplay interest is:"` | type: `categorical` | tags: `demographic`, `fetish`
- `"I find personal freeuse dynamics, arrangements where one partner can sexually "use" the other without asking or negotiating, to be erotic" (kspot4h)` | type: `categorical` | tags: `fetish`
- `"I find primal play to be:" (9rncgqc)` | type: `categorical` | tags: `other`
- `"I find psychological pain/torture to be:" (9hy7wy3)` | type: `categorical` | tags: `other`
- `"I find scenarios where I eagerly beg others to be:" (jvrbyep)` | type: `categorical` | tags: `demographic`, `fetish`
- `"I find scenarios where others eagerly beg me to be:" (stmm5eg)` | type: `categorical` | tags: `demographic`, `fetish`
- `"I find situations erotic where transformations are ___" (d14kddh)` | type: `numeric` | tags: `demographic`, `fetish`
- `"I find the thought of existing (in *nonsexual* situations) as a biological *female* to be erotic" (6w84yry)` | type: `categorical` | tags: `demographic`, `fetish`
- `"I find the thought of existing (in *nonsexual* situations) as a biological *male* to be erotic" (l7vpprx)` | type: `categorical` | tags: `demographic`, `fetish`
- `"I find the thought of masturbating alone as a biological female, to be erotic" (sgdpy8l)` | type: `categorical` | tags: `demographic`, `fetish`
- `"I find the thought of masturbating alone as a biological male, to be erotic" (guwym9g)` | type: `categorical` | tags: `demographic`, `fetish`
- `"I sometimes find people who have clearly reached sexual maturity, but are not yet adults (e.g., ages 13-17), to be sexually attractive" (kbpolw9)` | type: `categorical` | tags: `demographic`, `fetish`
- `"I usually don't leave romantic relationships unless there's a very serious violation" (b7gzhvz)` | type: `categorical` | tags: `demographic`
- `"I've acted upon or experimented with all the things that arouse me" (41kpfir)` | type: `categorical` | tags: `other`
- `"I've experienced a lot of sexual harrassment" (3knd12d)` | type: `categorical` | tags: `fetish`
- `"If my partner is aroused by something, I can also be aroused by it, even if I don't normally find it erotic" (j5yb5lu)` | type: `categorical` | tags: `fetish`
- `"In general, casual sexual hookups have been a ___ experience for me" (ytp3gfm)` | type: `categorical` | tags: `fetish`
- `"In general, I prefer scenarios where receiver of the pain is:" (8r5zld8)` | type: `categorical` | tags: `other`
- `"In general, I prefer scenarios where the intensity of the pain is:" (m73c3q1)` | type: `categorical` | tags: `other`
- `"In general, on average, the optimal amount of consent in my preferred erotic scenarios is:" (b0ukpvo)` | type: `categorical` | tags: `demographic`, `fetish`, `derived`
- `"In general, when my romantic relationships end, who initiates the breakup?" (y33ksrt)` | type: `categorical` | tags: `demographic`
- `"It's most erotic when the altered body is" (wdflfgk)` | type: `numeric` | tags: `fetish`
- `"Scenarios where pain is given to genitals are arousing to me" (bobe874)` | type: `categorical` | tags: `other`
- `"To what extent do you agree with this statement: I am a narcissist. (1bqtk47)` | type: `categorical` | tags: `demographic`
- `abnormalbody` | type: `categorical` | tags: `other`
- `age` | type: `categorical` | tags: `demographic`
- `agegap` | type: `categorical` | tags: `demographic`
- `agreeablenessvariable` | type: `numeric` | tags: `ocean`, `derived`
- `allrollidentity` | type: `categorical` | tags: `other`
- `animals2` | type: `text` | tags: `other`
- `animated` | type: `categorical` | tags: `other`
- `appearance` | type: `categorical` | tags: `fetish`
- `Are you currently experiencing PMS symptoms? (g953661)` | type: `categorical` | tags: `other`
- `Are you on hormonal birth control? This is the pill or any hormonal implant (pbj1u8c)` | type: `categorical` | tags: `other`
- `As an adult, have you been the victim of sexual assault? (ld0srat)` | type: `categorical` | tags: `fetish`
- `At what age did you begin watching porn or reading erotic content at least semiregularly? (ugf1hyy)` | type: `categorical` | tags: `demographic`, `fetish`
- `At what age did you first begin (at least semiregularly) masturbating?` | type: `categorical` | tags: `demographic`
- `badends` | type: `categorical` | tags: `other`
- `bestiality` | type: `categorical` | tags: `fetish`
- `biomale` | type: `categorical` | tags: `demographic`
- `bmi` | type: `categorical` | tags: `demographic`
- `bondageaverage` | type: `numeric` | tags: `demographic`, `fetish`, `derived`
- `bondagemost` | type: `categorical` | tags: `demographic`, `fetish`
- `brutality` | type: `categorical` | tags: `fetish`
- `Can you have vaginal orgasms *without* clitoral stimulation? (hy7nsai)` | type: `categorical` | tags: `other`
- `cgl` | type: `categorical` | tags: `fetish`
- `Check all that apply: Scenarios you find erotic tend to involve *the other person/people/creatures* feeling` | type: `text` | tags: `fetish`
- `Check all that apply: Scenarios you find erotic tend to involve *you* feeling` | type: `text` | tags: `fetish`
- `childhood_adversity` | type: `categorical` | tags: `demographic`, `derived`
- `childhood_gender_tolerance` | type: `categorical` | tags: `demographic`, `derived`
- `clothing` | type: `categorical` | tags: `fetish`
- `Common things: Check all the following categories that contain a thing that arouses you.` | type: `text` | tags: `other`
- `Compared to other people of your same gender and age range, you are (yh6d44s)` | type: `categorical` | tags: `demographic`
- `consciensiousnessvariable` | type: `numeric` | tags: `ocean`, `derived`
- `creepy` | type: `categorical` | tags: `fetish`
- `cunnilingus` | type: `categorical` | tags: `other`
- `dirty` | type: `categorical` | tags: `fetish`
- `Do you feel as though you've "induced" new fetishes into yourself through the use of porn or erotic content, that otherwise would not have existed for you?` | type: `categorical` | tags: `fetish`
- `Do you get mood-based PMS symptoms during your menstrual cycle?` | type: `categorical` | tags: `other`
- `Do you have baby fever? (9stu9yy)` | type: `categorical` | tags: `other`
- `eagerness` | type: `categorical` | tags: `demographic`, `fetish`
- `exhibitionother` | type: `categorical` | tags: `fetish`
- `exhibitionself` | type: `categorical` | tags: `fetish`
- `extremebondage` | type: `categorical` | tags: `demographic`, `fetish`
- `extroversionvariable` | type: `numeric` | tags: `ocean`, `derived`
- `For animal transformations, which of the following are the most erotic to you?` | type: `text` | tags: `demographic`, `fetish`
- `For animal transformations, you prefer when the final result is ____? (yta91wx)` | type: `numeric` | tags: `demographic`, `fetish`
- `For aunt/uncle, niece/nephew incest fantasies, which is your preferred pairing` | type: `categorical` | tags: `other`
- `For blood (menstrual), which of the following do you find erotic?` | type: `categorical` | tags: `fetish`
- `For blood (normal), which of the following do you find erotic?` | type: `text` | tags: `fetish`
- `For breast milk, which of the following do you find erotic?` | type: `text` | tags: `fetish`
- `For general body transformation, which of the following is erotic?` | type: `categorical` | tags: `demographic`, `fetish`
- `For grandparent/grandchild incest fantasies, which is your preferred pairing` | type: `categorical` | tags: `other`
- `For male ejaculate, which of the following do you find erotic?` | type: `text` | tags: `demographic`, `fetish`
- `For parent/child incest fantasies, which are your preferred pairings` | type: `text` | tags: `other`
- `For precum, which of the following do you find erotic?` | type: `text` | tags: `fetish`
- `For saliva, which of the following do you find erotic?` | type: `text` | tags: `fetish`
- `For scat (poop), which of the following do you find erotic?` | type: `text` | tags: `fetish`
- `For sibling incest fantasies, which is your preferred pairing` | type: `categorical` | tags: `other`
- `For smegma, which of the following do you find erotic?` | type: `categorical` | tags: `fetish`
- `For squirt, which of the following do you find erotic?` | type: `text` | tags: `fetish`
- `For sweat, which of the following do you find erotic?` | type: `text` | tags: `fetish`
- `For urine, which of the following do you find erotic?` | type: `text` | tags: `fetish`
- `For vomit, which of the following do you find erotic?` | type: `categorical` | tags: `fetish`
- `For Which of the following categories of abnormal body states do you find erotic?` | type: `text` | tags: `fetish`
- `For Which of the following categories of genderswapped body states do you find erotic?` | type: `categorical` | tags: `demographic`, `fetish`
- `From the ages of 0-14, how often were you spanked as a form of discipline? (p957nyk)` | type: `categorical` | tags: `demographic`
- `frustration` | type: `numeric` | tags: `fetish`
- `fulltimepower` | type: `categorical` | tags: `other`
- `futa` | type: `categorical` | tags: `fetish`
- `genderplay` | type: `categorical` | tags: `demographic`
- `genderswapped` | type: `categorical` | tags: `demographic`
- `gentleness` | type: `categorical` | tags: `fetish`
- `gentleness2most` | type: `categorical` | tags: `other`
- `Getting catcalled on the street (or the thought of getting catcalled) feels more: (3qh0yh8)` | type: `categorical` | tags: `other`
- `givepain` | type: `categorical` | tags: `other`
- `gratification` | type: `categorical` | tags: `other`
- `Have you ever had a sexual experience with someone else who did not want the experience? (2zafc2j)` | type: `categorical` | tags: `fetish`
- `Have you paid for porn/erotic content? (pnltks8)` | type: `categorical` | tags: `fetish`
- `highenergy` | type: `categorical` | tags: `other`
- `How "sexually liberated" was your upbringing? (fs700v2)` | type: `categorical` | tags: `demographic`, `fetish`
- `How honest were you when answering this survey? (g1vao1y)` | type: `categorical` | tags: `other`
- `How horny are you right now? (1jtj2nx)` | type: `categorical` | tags: `other`
- `How horny have you been in the last 24 hours? (2hyrmvh)` | type: `categorical` | tags: `other`
- `How important is it that the pain is also sexually gratifying to the recipient? (b31aufk)` | type: `categorical` | tags: `fetish`
- `How much of the porn or erotica you watch is violent? (joz3g52)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced interest in abnormal body/body part-related things? (si89mua)` | type: `categorical` | tags: `other`
- `How old were you when you first experienced interest in age-related sexual interests? (489pmk6)` | type: `categorical` | tags: `demographic`, `fetish`
- `How old were you when you first experienced interest in bestiality/creatures-related sexual interests? (w3xlgsv)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced interest in brutality-related sexual interests? (5rsjhm2)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced interest in clothing related sexual interests? (4kl54pc)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced interest in creepy/horror related sexual interests? (y9cxruq)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced interest in dirtiness related sexual interests? (l7wbfjh)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced interest in eagerness related sexual interests? (twg3prj)` | type: `categorical` | tags: `demographic`, `fetish`
- `How old were you when you first experienced interest in genderplay related sexual interests? (3yixh1c)` | type: `categorical` | tags: `demographic`, `fetish`
- `How old were you when you first experienced interest in gentleness related sexual interests? (j6jn9rl)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced interest in humiliation related sexual interests? (jebtk3s)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced interest in incest? (9f6vg9x)` | type: `categorical` | tags: `other`
- `How old were you when you first experienced interest in pregnancy related sexual interests? (c2yvk62)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced interest in scenarios involving sex toys? (iob8ewb)` | type: `categorical` | tags: `other`
- `How old were you when you first experienced interest in sensory related sexual interests? (yg5rwaa)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced interest in specific body parts (not including standard sexual body parts like breasts or genitals)? (71x4a7w)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced interest in transformation related sexual interests? (ju7swdc)` | type: `categorical` | tags: `demographic`, `fetish`
- `How old were you when you first experienced interest in vore related sexual interests? (58x0gp5)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced interest in your appearance-based sexual interests? (6qqg60a)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced sexual interest in bodily-secretions? (i2kfd9)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced sexual interest in bondage? (tdxu7cp)` | type: `categorical` | tags: `demographic`, `fetish`
- `How old were you when you first experienced sexual interest in exhibitionism or voyeurism? (xwggkkr)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced sexual interest in mental alteration? (nesc17f)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced sexual interest in multiple partners or related scenarios? (hz27wpx)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced sexual interest in mythical creatures? (xfj2rdq)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced sexual interest in nonconsent? (bx4o14o)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced sexual interest in power dynamics? (enrhyeb)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced sexual interest in sadomasochism? (zh8c32k)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced sexual interest in specific roles? (ce5t067)` | type: `categorical` | tags: `fetish`
- `How old were you when you first experienced sexual interest in your preferred object/objects? (3vnq7jt)` | type: `categorical` | tags: `fetish`
- `humiliation` | type: `categorical` | tags: `fetish`
- `humiliation2most` | type: `categorical` | tags: `fetish`
- `If you tried very hard, could you stop being aroused by something you're into? (7lgg41e)` | type: `categorical` | tags: `other`
- `In erotic scenarios involving age gaps, I prefer to be ____ (6njm5tr)` | type: `categorical` | tags: `demographic`, `fetish`
- `In erotic scenarios involving nonconsent, you generally prefer when the nonconsenting person is:` | type: `categorical` | tags: `fetish`
- `In general, I prefer when the person in bondage is` | type: `categorical` | tags: `demographic`, `fetish`
- `In general, it's most erotic when _____ wears the clothing you find erotic (eowvxbs)` | type: `categorical` | tags: `fetish`
- `In general, the most erotic scenarios are: (6e7lhil)` | type: `categorical` | tags: `fetish`
- `In general, you find it most erotic when the subject of humiliation is:` | type: `categorical` | tags: `fetish`
- `In scenarios you find erotic, you tend to identify with (or imagine being): (irv6czg)` | type: `categorical` | tags: `fetish`
- `incest` | type: `categorical` | tags: `fetish`
- `inducefetish` | type: `categorical` | tags: `fetish`
- `lightbondage` | type: `categorical` | tags: `demographic`, `fetish`
- `marriage100blood` | type: `numeric` | tags: `other`
- `masterslave` | type: `categorical` | tags: `other`
- `mediumbondage` | type: `categorical` | tags: `demographic`, `fetish`
- `mentalalteration` | type: `numeric` | tags: `other`
- `mentalalteration2most` | type: `categorical` | tags: `other`
- `mindbreak` | type: `categorical` | tags: `other`
- `multiplepartners` | type: `categorical` | tags: `fetish`
- `My erotic fantasies involving toys typically involve ____ using the toys` | type: `categorical` | tags: `fetish`
- `mythical` | type: `categorical` | tags: `fetish`
- `neuroticismvariable` | type: `numeric` | tags: `demographic`, `ocean`, `derived`
- `nonconsent` | type: `categorical` | tags: `fetish`
- `nonconsent1most` | type: `categorical` | tags: `fetish`
- `obedience` | type: `categorical` | tags: `other`
- `objects` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7eg)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7eh)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7ei)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7ej)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7ek)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7el)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7em)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7en)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7eo)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7ep)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7ew)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7ex)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7ey)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7ez)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7f0)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7f1)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7f2)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7f3)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (35jn7f4)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (i73h77h)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (i73h77i)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (i73h77j)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (i73h77k)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (i73h77l)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (i73h77m)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (i73h77n)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (i73h77o)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (i73h77p)` | type: `categorical` | tags: `fetish`
- `Of these options, which one is the most erotic? (s4xytoy)` | type: `categorical` | tags: `fetish`
- `older` | type: `categorical` | tags: `other`
- `opennessvariable` | type: `numeric` | tags: `ocean`, `derived`
- `oralsexanimal` | type: `categorical` | tags: `other`
- `oralsexanimal2` | type: `categorical` | tags: `other`
- `otherfeel1most` | type: `categorical` | tags: `other`
- `penetration` | type: `numeric` | tags: `other`
- `penetration2` | type: `numeric` | tags: `other`
- `Personally, your preferred relationship style is: (4jib23m)` | type: `categorical` | tags: `demographic`
- `politics` | type: `categorical` | tags: `demographic`
- `pornhabit` | type: `categorical` | tags: `other`
- `powerdynamic` | type: `categorical` | tags: `other`
- `powerdynamic2most` | type: `categorical` | tags: `other`
- `powerlessnessvariable` | type: `numeric` | tags: `derived`
- `pregnancy` | type: `categorical` | tags: `fetish`
- `pregnancy2most` | type: `categorical` | tags: `other`
- `progression` | type: `categorical` | tags: `other`
- `receivepain` | type: `categorical` | tags: `other`
- `regression` | type: `categorical` | tags: `other`
- `roles` | type: `categorical` | tags: `fetish`
- `sadomasochism` | type: `categorical` | tags: `fetish`
- `secretions` | type: `categorical` | tags: `fetish`
- `Select all body parts you find significantly erotic` | type: `text` | tags: `fetish`
- `sensory` | type: `categorical` | tags: `fetish`
- `sexcount` | type: `categorical` | tags: `other`
- `spanking` | type: `categorical` | tags: `fetish`
- `straightness` | type: `categorical` | tags: `demographic`, `derived`
- `supernatural` | type: `categorical` | tags: `other`
- `teasing` | type: `categorical` | tags: `fetish`
- `The thought of someone else admiring me while I am a man in the nude is: (g219v7x)` | type: `categorical` | tags: `other`
- `The thought of someone else admiring me while I am a woman in the nude is: (yf7onjn)` | type: `categorical` | tags: `other`
- `The type of erotic content you prefer tends to be more (2y636ej)` | type: `categorical` | tags: `fetish`
- `The type of erotic content you prefer tends to be: (f98tjn5)` | type: `categorical` | tags: `fetish`
- `Totalanimals` | type: `numeric` | tags: `derived`
- `Totalanimals2` | type: `numeric` | tags: `derived`
- `Totalbodyhorror` | type: `numeric` | tags: `derived`
- `Totalbodyparts` | type: `numeric` | tags: `derived`
- `Totalbodypartsabnormal` | type: `numeric` | tags: `derived`
- `Totalbondage` | type: `numeric` | tags: `demographic`, `fetish`, `derived`
- `Totalbrutal2` | type: `numeric` | tags: `derived`
- `Totalclothingitems` | type: `numeric` | tags: `derived`
- `Totalcreep2` | type: `numeric` | tags: `derived`
- `Totaldirty2` | type: `numeric` | tags: `derived`
- `Totaleager2` | type: `numeric` | tags: `demographic`, `derived`
- `Totalfetish1` | type: `numeric` | tags: `fetish`, `derived`
- `Totalfetish2` | type: `numeric` | tags: `fetish`, `derived`
- `totalfetishcategory` | type: `numeric` | tags: `fetish`, `derived`
- `Totalgenderplay2` | type: `numeric` | tags: `demographic`, `derived`
- `Totalgentleness2` | type: `numeric` | tags: `derived`
- `Totalhumiliation2` | type: `numeric` | tags: `fetish`, `derived`
- `Totalincest3` | type: `numeric` | tags: `derived`
- `Totalmentalalteration2` | type: `numeric` | tags: `derived`
- `TotalMentalIllness` | type: `categorical` | tags: `derived`
- `Totalmultiplepartners2` | type: `numeric` | tags: `derived`
- `Totalmythical2` | type: `numeric` | tags: `derived`
- `Totalnonconsent1` | type: `numeric` | tags: `fetish`, `derived`
- `Totalobjects2` | type: `numeric` | tags: `derived`
- `Totalotherfeel1` | type: `numeric` | tags: `derived`
- `Totalpowerdynamic2` | type: `numeric` | tags: `derived`
- `Totalpregnancy2` | type: `numeric` | tags: `derived`
- `Totalprofession` | type: `numeric` | tags: `derived`
- `Totalsadomasochism1` | type: `numeric` | tags: `fetish`, `derived`
- `Totalsecretions` | type: `numeric` | tags: `derived`
- `Totalsensory2` | type: `numeric` | tags: `derived`
- `Totalsexacts` | type: `numeric` | tags: `derived`
- `Totalsexyrace` | type: `numeric` | tags: `derived`
- `Totaltoys2` | type: `numeric` | tags: `derived`
- `Totaltransform1` | type: `numeric` | tags: `demographic`, `derived`
- `Totaltransform2` | type: `numeric` | tags: `demographic`, `derived`
- `Totalyoufeel` | type: `numeric` | tags: `derived`
- `toys` | type: `categorical` | tags: `fetish`
- `toys2most` | type: `categorical` | tags: `other`
- `transform` | type: `categorical` | tags: `demographic`
- `Uncommon things: Check all the following categories that contain a thing that arouses you.` | type: `text` | tags: `other`
- `violentporn` | type: `categorical` | tags: `other`
- `vore` | type: `categorical` | tags: `fetish`
- `voyeurother` | type: `categorical` | tags: `fetish`
- `voyeurself` | type: `categorical` | tags: `fetish`
- `What kind of vore do you find erotic?` | type: `categorical` | tags: `fetish`
- `When I picture my own nude female breasts, buttocks, legs, or genitals, I find this: (qkw5ssz)` | type: `categorical` | tags: `demographic`
- `When I picture my own nude male buttocks, legs, or genitals, I find this: (f77m7qu)` | type: `categorical` | tags: `demographic`
- `When I picture myself as having a nude female body, I find this: (yqi5pre)` | type: `categorical` | tags: `demographic`
- `When I picture myself with a nude male body, I find this: (dl5zw4l)` | type: `categorical` | tags: `demographic`
- `When it comes to bestiality, which of the following creatures do you find erotic?` | type: `text` | tags: `fetish`
- `When it comes to body horror, which of the following are erotic?` | type: `categorical` | tags: `fetish`
- `When it comes to necrophilia, it's most erotic when your role is:` | type: `categorical` | tags: `fetish`
- `When it comes to necrophilia, you generally prefer fantasies where the dead body is:` | type: `categorical` | tags: `other`
- `When it comes to power dynamics, you tend to prefer scenarios that are more (xjfb7yy)` | type: `categorical` | tags: `other`
- `Where are you currently at in your menstrual cycle? Options are based on a typical 28 day cycle, but cycle length can change (7ok2l1v)` | type: `categorical` | tags: `other`
- `Which body parts are most erotic when extremely huge?` | type: `text` | tags: `fetish`
- `Which body parts are most erotic when extremely small?` | type: `categorical` | tags: `fetish`
- `Which body parts are most erotic when giant/oversized?` | type: `text` | tags: `fetish`
- `Which describes you best? (cvc5b81)` | type: `categorical` | tags: `other`
- `Which of the following bodily secretions do you find erotic?` | type: `text` | tags: `fetish`
- `Which of the following body modifications do you find significantly erotic?` | type: `text` | tags: `fetish`
- `Which of the following body types do you find significantly erotic?` | type: `categorical` | tags: `fetish`
- `Which of the following body weights do you find most erotic? (1jq57nf)` | type: `categorical` | tags: `fetish`
- `Which of the following categories contains things you find erotic?` | type: `categorical` | tags: `fetish`
- `Which of the following categories of transformations do you find erotic?` | type: `text` | tags: `demographic`, `fetish`
- `Which of the following disgust-oriented things do you find erotic?` | type: `categorical` | tags: `fetish`
- `Which of the following do you find erotic, in the context of humiliation?` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (26qr0sp)` | type: `categorical` | tags: `fetish`
- `Which of the following do you find erotic? (32snt5e)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (3hof3bj)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (46pfeif)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (5j281rq)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (5mhacm7)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (88ox5nl)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (9d7qzaw)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (9fkr5dx)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (9kmxhci)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (a1m9v6u)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (afadhb)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (fnwke2d)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (fv0xaot)` | type: `categorical` | tags: `fetish`
- `Which of the following do you find erotic? (g5qw0tc)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (lb02f7w)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (lfolao)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (m66m8ix)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (mfc7eve)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (npcvctu)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (ovb55gx)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (rhb3fup)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (twppkp3)` | type: `categorical` | tags: `fetish`
- `Which of the following do you find erotic? (u661iml)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (uju0gwc)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (vqogs86)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (w1qo1g1)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (wddo7ee)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (xhe2co5)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (yf0rmix)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (yftwuzf)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (ymvkzuu)` | type: `text` | tags: `fetish`
- `Which of the following do you find erotic? (zewlx2)` | type: `categorical` | tags: `fetish`
- `Which of the following do you find to be erotic?` | type: `text` | tags: `fetish`
- `Which of the following drugs are erotic in sexual situations?` | type: `categorical` | tags: `fetish`
- `Which of the following is erotic?` | type: `categorical` | tags: `fetish`
- `Which of the following is the most severe for you? (trspees)` | type: `categorical` | tags: `other`
- `Which of the following messiness do you find erotic?` | type: `categorical` | tags: `fetish`
- `Which of the following nonconsent scenarios do you find erotic?` | type: `text` | tags: `fetish`
- `Which of the following pairings do you find erotic?` | type: `categorical` | tags: `fetish`
- `Which of the following roles are erotic?` | type: `text` | tags: `fetish`
- `Which of the following sensations do you find erotic?` | type: `text` | tags: `fetish`
- `Which of the following sex acts do you find significantly erotic?` | type: `text` | tags: `fetish`
- `Which of the following sexual positions do you find significantly erotic?` | type: `text` | tags: `fetish`
- `Which of the following types of mental alteration do you find erotic?` | type: `text` | tags: `fetish`
- `Which of the following types of sadomasochism do you find erotic?"` | type: `text` | tags: `fetish`
- `worshipped` | type: `categorical` | tags: `fetish`
- `worshipping` | type: `categorical` | tags: `fetish`
- `written` | type: `categorical` | tags: `other`
- `You ______ what arouses you (7mz0awx)` | type: `categorical` | tags: `other`
- `You find raceplay to be: (fkk3ykn)` | type: `categorical` | tags: `other`
- `You find vore in which orifices to be erotic?` | type: `categorical` | tags: `fetish`
- `You prefer it when the mentally altered person is:` | type: `categorical` | tags: `other`
- `You're more sexually attracted to people whose gender identity ____ match their genitals (5b30vz2)` | type: `categorical` | tags: `demographic`, `fetish`
- `youfeelmost` | type: `categorical` | tags: `other`
- `Your preferred breast size in a partner is: (dnuiinj)` | type: `categorical` | tags: `other`
- `Your sexual interests feel (44qhm16)` | type: `categorical` | tags: `fetish`

## Optional
- Web app: https://bks-explorer-production.up.railway.app/survey/
- About page: https://bks-explorer-production.up.railway.app/survey/about
- This file: https://bks-explorer-production.up.railway.app/survey/llms.txt
- Dataset source: https://zenodo.org/records/18625249