├── LICENSE ├── README.md ├── askreddit_config.json ├── askreddit_vocab.json ├── askreddit_weights.hdf5 ├── config.yml ├── example_output ├── askreddit_0_2.txt ├── askreddit_0_5.txt ├── askreddit_0_5_serious.txt ├── askreddit_1_0.txt └── askreddit_1_2.txt ├── query.py ├── requirements.txt └── subreddit_generator.py /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2018 Max Woolf 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Subreddit Generator 2 | 3 | Train a neural network optimized for generating Reddit subreddit posts based off of any number of subreddits! Subreddit Generator automatically downloads as many Reddit submissions as you want from as many subreddits as you want. Blend wildly different subreddits for hilarity! 4 | 5 | Subreddit Generator is based off of [textgenrnn](https://github.com/minimaxir/textgenrnn), and trains the network using context labels for better submission synthesis. 6 | 7 | ## Usage 8 | 9 | After installing the dependencies, open `config.yml` and at the top, add the `project_id` of a [Google Compute Engine](https://cloud.google.com/compute/) project owned by an account with access to [BigQuery](https://cloud.google.com/bigquery/) (free). Below that, specify the list of subreddit(s) you wish to retrieve. You can then change the time horizon of Reddit data to check using `start_month` and `end_month` (between December 2015 and December 2017), and change the number of top submissions retieved from each subreddit during that timeframe. You can also configure the `num_epochs` and whether to use the pretrained model or train a `new_model`. Then simply run: 10 | 11 | ```sh 12 | python3 subreddit_generator.py 13 | ``` 14 | 15 | On the first time running the script, the console will ask you to authenticate with Google; do so. 16 | 17 | The script will automatically save the weights (+ config and vocab for if `new_model`) for the trained model, which can then be loaded into textgenrnn and used anywhere. 18 | 19 | The included `askreddit_weights.hdf5` file + relevant config info was trained on the top 50,000 /r/AskReddit submissions in 2017. You can load it and generate text from it simply with: 20 | 21 | ```python 22 | from textgenrnn import textgenrnn 23 | textgen=textgenrnn(weights_path="askreddit_weights.hdf5", 24 | config_path="askreddit_config.json", 25 | vocab_path="askreddit_vocab.json") 26 | textgen.generate_samples() 27 | ``` 28 | 29 | You can view examples of the output at various temperatures in the `/example_output` folder. 30 | 31 | ## Warning 32 | 33 | Google BigQuery gives 1 TB of data processing for free, and it will only charge for the data processed. For the default time range of 2017, BigQuery will consume **8.68 GB** worth of data (regardless of how many subreddits and how many submissions you retrieve), which gives you plenty of leeway. Adjusting the time frame consumes data proportionately. 34 | 35 | ## Requirements 36 | 37 | * textgenrnn 38 | * tensorflow (either CPU or GPU flavors) 39 | * pandas 40 | * pandas-gbq 41 | 42 | ## Maintainer 43 | 44 | Max Woolf ([@minimaxir](http://minimaxir.com)) 45 | 46 | *Max's open-source projects are supported by his [Patreon](https://www.patreon.com/minimaxir). If you found this project helpful, any monetary contributions to the Patreon are appreciated and will be put to good creative use.* 47 | 48 | ## License 49 | 50 | MIT 51 | 52 | ## Credits 53 | 54 | [Jason Baumgartner](https://twitter.com/jasonbaumgartne) for collecting the Reddit data, and [Felipe Hoffa](https://twitter.com/felipehoffa) for putting it in BigQuery. -------------------------------------------------------------------------------- /askreddit_config.json: -------------------------------------------------------------------------------- 1 | {"rnn_layers": 2, "rnn_size": 256, "rnn_bidirectional": false, "max_length": 20, "max_words": 10000, "dim_embeddings": 100, "word_level": false, "name": "colaboratory", "prop_keep": 0.5} -------------------------------------------------------------------------------- /askreddit_vocab.json: -------------------------------------------------------------------------------- 1 | {" ": 1, "e": 2, "t": 3, "o": 4, "a": 5, "i": 6, "s": 7, "h": 8, "r": 9, "n": 10, "u": 11, "d": 12, "l": 13, "y": 14, "w": 15, "m": 16, "c": 17, "g": 18, "?": 19, "f": 20, "p": 21, "b": 22, "W": 23, "v": 24, "k": 25, ",": 26, "'": 27, "R": 28, "\"": 29, "S": 30, "x": 31, "I": 32, ".": 33, "0": 34, "T": 35, "H": 36, "[": 37, "]": 38, "P": 39, "j": 40, "/": 41, "A": 42, "-": 43, "1": 44, "Y": 45, "q": 46, "N": 47, "D": 48, "z": 49, "F": 50, "O": 51, "M": 52, "E": 53, "C": 54, "’": 55, "G": 56, ")": 57, "(": 58, "2": 59, ":": 60, "B": 61, "L": 62, "U": 63, "V": 64, "5": 65, "9": 66, "3": 67, "​": 68, "7": 69, "$": 70, "J": 71, "K": 72, "8": 73, "4": 74, "!": 75, "“": 76, "_": 77, "”": 78, ";": 79, "%": 80, "6": 81, "*": 82, "+": 83, "&": 84, "Q": 85, "Z": 86, "X": 87, "é": 88, "‘": 89, "#": 90, "<": 91, "™": 92, "=": 93, "—": 94, "~": 95, "£": 96, "…": 97, "ñ": 98, "–": 99, "�": 100, ">": 101, "`": 102, "\\": 103, "️": 104, "ä": 105, "ï": 106, "´": 107, "„": 108, "ω": 109, "、": 110, "°": 111, "€": 112, "è": 113, "{": 114, "}": 115, "": 116} -------------------------------------------------------------------------------- /askreddit_weights.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minimaxir/subreddit-generator/0b0eeab3629377d7ea1acabcc3443631043217e7/askreddit_weights.hdf5 -------------------------------------------------------------------------------- /config.yml: -------------------------------------------------------------------------------- 1 | project_id: 2 | 3 | subreddits: 4 | - legaladvice 5 | - relationship_advice 6 | 7 | # Months must be between `2015_12` and `2017_12` 8 | start_month: '2017_01' 9 | end_month: '2017_12' 10 | max_posts: 1000 # by subreddit 11 | download_only: False 12 | 13 | # Model training config 14 | num_epochs: 5 15 | gen_epochs: 1 16 | batch_size: 128 17 | prop_keep: 1.0 18 | new_model: False 19 | 20 | # Only applicable if new_model: True 21 | model_config: 22 | rnn_layers: 2 23 | rnn_size: 128 24 | rnn_bidirectional: False 25 | max_length: 40 26 | dim_embeddings: 100 27 | word_level: False 28 | -------------------------------------------------------------------------------- /example_output/askreddit_0_2.txt: -------------------------------------------------------------------------------- 1 | What is the most awkward thing you've ever seen someone do? 2 | What is the most unethical thing you have ever done without saying the title, what is your favorite song that you can tell me where large celebrity crush? 3 | What is the most annoying thing about your mom? 4 | What is the most interesting thing you've ever done in a small of food? 5 | What is the worst thing you've ever done in a small of food and how do you feel about it? How do you feel about it? How do you feel about it? How do you feel about it? How do you feel about it now? 6 | What is the most disturbing thing you've seen happen in a panic? 7 | What is the most awkward thing you did as a child? 8 | What is the most interesting thing that has ever happened to you? 9 | What is the most awkward thing you did as a child? 10 | What is the most underrated thing you can say to someone who has never been in a cause you thought we have together? 11 | What is the most annoying thing about your SO describe your apartment? 12 | What is the most underrated thing you've ever heard a wealthy product accident, who would it be and why? 13 | What is the most interesting thing you have ever done? 14 | What is the most awkward thing you did as a child? 15 | What is the most recognized version of any song that you would recommend everyone should have but were stuck with you? 16 | What is the most interesting thing that has ever happened to you? 17 | What is the most underrated thing you've ever seen someone do? 18 | What is the most underrated compliment? 19 | What is a simple thing everyone should know? 20 | What is the most badass fact you know? 21 | What is the most underrated thing you did and how much do you make? 22 | What is the most disturbing thing you've seen in a porno? 23 | What is the most satisfying sound to your partner have gotten when you were a child? 24 | What is the scariest thing that has happened to you or someone you know has ever put in high school that turns you on even more? 25 | What is the most disturbing thing you've seen happen in a panic? 26 | What is the most disturbing thing you have ever done without getting tired of ? 27 | What is the most underrated thing you've ever seen someone do? 28 | What is the most underrated text/interpieted in the USA? 29 | What is the most underrated text/interpieted in the USA, what do you want to happen to your someone's day? 30 | What is the most underrated thing you did and how did you find out your partner with a friend who is the best method to help you? 31 | What is the most badass fact you know? 32 | What is the most underrated thing you've ever done? 33 | What is the most underrated thing you did as a child? 34 | What is the most recent scam? 35 | What is the most interesting thing you have ever done without getting tired of ? 36 | What is the best way to tell a choice? 37 | What is the most underrated life hack? 38 | What is the most important thing you learned in school? 39 | What is the most underrated text/interpieted in the USA, what is your story? 40 | What is the most underrated compliment you've ever received? 41 | What is the most disturbing thing you've seen happen in a panic? 42 | What is the most underrated thing you've ever seen someone do? 43 | What is the most underrated compliment you've ever received? 44 | What is the most underrated thing you've ever done for someone that people with anxiety? 45 | What is the most underrated thing you've ever seen someone do? 46 | What is the most underrated thing you did as a child? 47 | What is the best way to get into a fight, what would you do differently? 48 | What is the most badass film you have sex with your significant other does people like to compete with distress? 49 | What is the most underrated thing you've seen a student due? 50 | What is the most underrated thing you did and how much do you ensay Megath"? 51 | What is the best way to get into a film to binge everyone else seems to like? 52 | What is the most embarrassing thing you have ever done without saying the title, what is your favorite song that you can tell me where large celebrity crush? 53 | What is the most underrated thing you've ever done in a small of food and how do you feel about it? Do you have any context, what would be your strategy for 1000, what would you do? 54 | What is the best way to spend more attractive than people wrong? 55 | What is the most unexpectedly sad meaning of? 56 | What is the most interesting thing you did as a child? 57 | What is the most important thing you learned in school? 58 | What is the most bizarre thing you have seen on reddit? 59 | What is the most underrated really shit. Where did you pronounce in your country that you don't want to have sex with an inconvenience sentence you've experienced? 60 | What is the most underrated compliment? 61 | What is the most unfun angress thing someone has said to you? 62 | What is the most underrated thing you did as a child? 63 | What is the most disturbing thing you've seen on the job? 64 | What is the most unfunt in your life and how do you feel about it? [serious] 65 | What is the most awkward thing you've ever seen someone do? 66 | What is the most underrated thing you've ever seen someone do? 67 | What is the most underrated thing you've ever seen in a public bathroom? 68 | What is the worst thing you've ever done in a small of food and how do you feel about it? [serious] 69 | What is the most unethical thing you have ever done? 70 | What is the most disturbing thing you've seen on the job? 71 | What is the most beautiful song you know by acceptable any of their pets? 72 | What is your favorite song that you can tell me where large person work dark, did you make reddit user? 73 | What is the most random thing you've ever done for a sexual act? 74 | What is the most beautiful song you've ever heard? 75 | What is the most underrated thing you do? 76 | What is the most underrated thing you've ever seen someone do? 77 | What is the most disturbing thing you've seen on the job? 78 | What is the most unethical thing you have ever done without getting tired of? 79 | What is your favorite song that you can tell me where large person work dark, did you get really happening most dug by pre-stressaon from a movie that everyone should know? 80 | What is the most underrated thing you did and how much do you make? 81 | What is your favorite song that you can't stand? 82 | What is the most underrated thing you've seen someone do with your left you lives it? 83 | What is the most underrated thing you do? 84 | What is the most underrated thing you've ever seen someone do? 85 | What is the most interesting thing that has ever happened to you? 86 | What is the most underrated thing you did and how much do you make? 87 | What is the most unexpected surropshiting with a case as its degree guess and why? 88 | What is the most interesting thing you do? 89 | What is the most common misconception about your country? 90 | What is the most underrated thing you've ever seen someone do? 91 | What is the most ridiculous thing you have seen on reddit? 92 | What is the most painful thing you have ever seen someone do? 93 | What is the most underrated thing you do? 94 | What are some good things to do with a pornstar, who, if someone could fall down and be said way to describe a day with a norm? 95 | What is the most underrated text/favorite secret and have for the next 10 years time? 96 | What is the most rewarding thing you've ever done for a sexual act? 97 | What is the most beautiful song you know is generally accepted? 98 | What is the most unethical thing you have ever done without saying the title, what is your favorite song that you can tell me where large person in the wallporten room every time you think about it? 99 | What is the most badass motto? 100 | What is the most awkward thing you did as a child? 101 | What is the most interesting thing you do? 102 | What is the most heart feelings done ? 103 | What is the most overrated topics for a college student? 104 | What is the most important thing you looking for your country? 105 | What is the most underrated thing you've ever had to explain to something, what would it be? 106 | What is the most interesting thing you do? 107 | What is the most underrated thing you did as a child? 108 | What is the most disturbing thing you've seen happen in a salespension be? 109 | What is the most interesting thing you do? 110 | What is the most interesting thing that has ever happened to you? 111 | What is the most unethical thing you have ever done for money? 112 | What is the most bizarre thing you have seen on reddit? 113 | What is the most underrated thing you've ever seen someone do? 114 | What is the most underrated thing you did as a child? 115 | What is the most satisfying sound to your partner have gotten when you're not a book? 116 | What is the best way to be willing to finally give sexual act to the source moments? 117 | What is the most underrated thing you've ever seen someone do? 118 | What is the most interesting thing you do? 119 | What is the most underrated thing you've ever done? 120 | What is the best way to get motivated when you are a think being as a kid? 121 | What is your favorite song from a movie theater? 122 | What is the most disturbing thing you've seen happen in a salespension be? 123 | What is the most interesting thing that has ever happened to you? 124 | What is the worst thing you've ever done in a small of food? 125 | What is the most underrated thing you did as a child? 126 | What is the most unfun million dollars. What is one thing you wish you could stop long to still believe? 127 | What is the most unethical thing you have ever done? 128 | What is the best way to get into a film to binge on your own? 129 | What is the best way to be willing to enease? 130 | What is the most badass film you have sex with your SO? 131 | What is the most interesting thing that has ever happened to you? 132 | What is the best way to endure it to the trigger that was normal? 133 | What is the most unethical thing you have ever done? 134 | What is the most interesting thing you have ever done? 135 | What is the most interesting thing you do? 136 | What is the most unethical thing you have ever done without saying the name of it in the first date? 137 | What is the most underrated thing you've ever seen someone do? 138 | What is the most underrated compliment you've ever received? 139 | What is the most badass film you have sex with your spouse? 140 | What are some things that you don't understand? 141 | What is the most recent scam? 142 | What is the most interesting thing you do? 143 | What is something you wish you could see one meth cash during the size of a movie title with the supposedly mispronounce? 144 | What is the most interesting thing you have ever done? 145 | What is the most unfuntle that you will never forget? 146 | What is the most ridiculous thing you have seen in your house right now? 147 | What is the most recent scam? 148 | What is the most underrated thing you do? 149 | What is the most underrated thing you can say to someone who has never been in a cult / Gym lifehome? 150 | What is the most underrated thing you did and how much do you make? 151 | What is the most fucked up thing you've ever done for a sexual act? 152 | What is the most awkward thing you did as a child? 153 | What is the most interesting thing you have ever done without getting tired of? 154 | What is the most interesting person you have ever seen a caption believed if you could? 155 | What is the most disturbing thing you've seen on the job? 156 | What is the most underrated thing you did as a child? 157 | What is the most interesting fact about your sitcom? 158 | What is the most underrated thing you've ever seen someone do? 159 | What is the most unethical thing you have ever seen someone do? 160 | What is the most recent scam? 161 | What is the most underrated candidy in the apous noodles and final times? 162 | What is the most underrated thing you did as a child? 163 | What is the most underrated thing you've ever seen someone do? 164 | What is the most underrated compliment you've ever received? 165 | What is the most underrated movie you've ever seen? 166 | What is the most disturbing thing you've seen on the job? 167 | What is the most beautiful song you know is dying? 168 | What is the most underrated thing you've ever seen someone do? 169 | What is the most powerful insult you know? 170 | What is the most badass first name (AR dying one who gromen now? 171 | What is the most embarrassing thing you have ever seen someone do? 172 | What is the most interesting thing you have ever done? 173 | What is the most badass film you have sex with your spouse? 174 | What is the most interesting thing you have ever done without saying the title, what is your favorite song that you can think of? 175 | What is the most underrated thing you've ever seen someone do? 176 | What is the most interesting thing you have ever done without a colony of birth contacturk thing are you proud of? 177 | What is the most beautiful song you know is generally accepted? 178 | What is the most interesting thing you have ever done? 179 | What is the most awkward thing that could be acceptable to say to them? 180 | What is the most disturbing thing you've seen happen in a panic? 181 | What is the most unethical thing you have ever done without a colony of birth that you would never tell them you know? 182 | What is the most important thing you learned in school? 183 | What is the most underrated thing you've ever seen someone do? 184 | What is the most fucked up thing you've ever seen someone do? 185 | What is the most interesting thing you have ever seen someone do? 186 | What is the most underrated thing you did as a child? 187 | What are some good ways to entertain someone corrected you into an extender? 188 | What is the most disturbing thing you have ever done without saying the State''s America? 189 | What is the most annoying thing about your SO describe your apartment? 190 | What is the most beautiful song you know by acceptable in the 90s? 191 | What is the most underrated product we should know about? 192 | What is the most underrated product we should know about? 193 | What is the most underrated thing you've ever seen someone do? 194 | What is the most awkward thing you did as a child? 195 | What is the most interesting thing you do? 196 | What is the most underrated thing you've ever seen someone do? 197 | What is the most underrated thing you did as a child? 198 | What is something you wish you could stop long to still buy us in real life if movie titles were as less trays. To all your worst enemy? 199 | What is the most badass fact you know? 200 | What is the most interesting thing you do? 201 | What is the most underrated thing you've seen someone do while trying not to like you? 202 | What is the most underrated thing you did and why? 203 | What is the most interesting thing that has ever happened to you? 204 | What is the most unexpected surropshiting to? 205 | What is the most underrated thing you've ever seen someone do? 206 | What is the most underrated thing you've ever seen in a public bathroom? 207 | What is the most underrated text/interpieted in the USA, what is your story? 208 | What is the most unfun million dollars. What is the first thing you do? 209 | What is the most ridiculous thing you have seen on reddit? 210 | What is the most underrated compliment? 211 | What is the most underrated thing you did and how much do you suspect to an infanction? 212 | What is the most underrated thing you did and how much do you survive? 213 | What is the best way to overcome someone? 214 | What is the most interesting thing you do? 215 | What is the best way to get into a fight, what would you do for a country that you don't want to have sex with an infamous celebrities, but it still click back to your spouse but the pain your parents do that they think is "being cute", but in reality is the furthest thing from ith explaneits of t 216 | What is the most underrated text/interpieted in the USA, what is your story? 217 | What is the most unethical thing you have ever done? 218 | What is the most underrated thing you did as a child? 219 | What is the best way to spend more attractive than people make when you first go agan? 220 | What is the most underrated candidy in the apous noar flag years that isn't a drug? 221 | What is the most important less that company best definities before getting away with? 222 | What is the most unfun million dollars. What is the first thing you do when you wake up? 223 | What is the most underrated thing you've ever seen someone do? 224 | What is the most disturbing thing you've ever done? 225 | What is the most underrated thing you've ever had to explain to something, what would it be? 226 | What is a song that is overly over? 227 | What is the most annoying thing about your current life? 228 | What is the most unfunt at you? 229 | What is the most recent scam? 230 | What is the most disturbing thing you have ever done? 231 | What is the most badass motto? 232 | What is the most interesting thing that has ever happened to you? 233 | What is the most underrated thing you can do to make your day great late? 234 | What is the most underrated thing you did as a child? 235 | What is the most ridiculous thing you have seen on reddit? 236 | What is the most underrated thing you did and how much do you survive? 237 | What is the most disturbing thing you've seen happen in a panic? 238 | What is the most interesting thing you have ever done without getting an employer? 239 | What is the most underrated thing you've ever seen someone do? 240 | What is the most important thing you learned in school? 241 | What is the most interesting thing you have ever done for money? 242 | What is the most interesting thing that has ever happened to you? 243 | What is the most underrated thing you've ever seen someone do? 244 | What is the most unethical thing you have ever done without saying the State''s America? 245 | What is the most interesting thing you've ever done? 246 | What is the most unfun million dollars. What is one thing you wish you could see one day life in high school? 247 | What's the most interesting thing you have ever seen a caption cover reddit? 248 | What is the most disturbing thing you've seen a student due? 249 | What is the most underrated thing you did and how much do you survive? 250 | What is the most underrated text/interpieted in the USA, what is your countries/phrases make a comeback? 251 | What is the most underrated thing you've ever done that no one knows about? 252 | What is the most interesting thing that has ever happened to you? 253 | What is the most disturbing thing you've seen on the job? 254 | What is the most unethical thing you have ever done for money? 255 | What is the most badass fact you know? 256 | What is the most interesting thing you have ever done? 257 | What is something that you can see your kids stripped into other countries? 258 | What is the most underrated text/interpieted in the USA, what is your story? 259 | What is the most underrated thing you've ever had to tell anyone else that made you so good at sea? 260 | What is the stupidest thing you've ever done that no one knows about? 261 | What is the most powerful insult you know? 262 | What is the most disturbing thing you have ever done without saying the name of the movie, what sound do you choose? 263 | What is the most underrated thing you've ever had to explain to something, what would it be? 264 | What is the most underrated compliment you've ever received? 265 | What is the most underrated compliment you've ever received? 266 | What is the most badass movie facm, seemingly more than others as an adult? 267 | What is the most recent scam? 268 | What is the most underrated thing you've ever seen someone do? 269 | What is the most disturbing thing you've seen happen in a salespension be? 270 | What is the most interesting thing you do? 271 | What is the most interesting thing you have ever done without saying the title, what is the movie about now? 272 | What is the most disturbing thing you've seen happen in a salespension be? 273 | What is the most disturbing thing you've seen happen in a sale? 274 | What is the most disturbing thing you've seen happen in a salespension be? 275 | What is the most interesting thing that has ever happened to you? 276 | What is the most underrated thing you did and how much do you survive? 277 | What is the most ridiculous thing you have seen on reddit? 278 | What is the most underrated thing you've ever seen someone do? 279 | What is the most important less that company best definities before getting away with? 280 | What is the most interesting thing you have ever done? 281 | What is the most interesting thing that has ever happened to you? 282 | What is the most interesting thing you have ever done without getting caught? 283 | What is the most interesting thing you do? 284 | What is the most important thing you learned in school? 285 | What is the most awkward thing you can do to make your day great late? 286 | What is the most interesting Wikipedia pages ? 287 | What is the most disturbing thing you've seen on the job? 288 | What is the most ridiculous thing you have seen on reddit? 289 | What is the most re-watchable movie? 290 | What is the most unfun angressing you? 291 | What is the most important thing you learned in school? 292 | What is the most underrated compliment you've ever received? 293 | What is something you wish you could see a complete stranger has done to you? 294 | What is the most disturbing thing you've seen happen in a salespension be? 295 | What is the most underrated thing you can say to someone who wants to start life in all of movies? 296 | What is the most important life lesson you've seen? 297 | What is the stupidest thing you have ever done without getting tired of? 298 | What is the most ridiculous thing you have seen on reddit? 299 | What is the most interesting thing you have ever done for money? 300 | What is the most interesting thing that has ever happened to you? 301 | What is the most underrated thing you've ever seen someone do? 302 | What is the most interesting thing you have ever done? 303 | What is the most unexpected surropshiting to? 304 | What is the most fucked up thing you've ever done? 305 | What is the most important thing you looking for your children? 306 | What is the most beautiful song you know by heart? 307 | What is the best way to be willing to finally give someone corrected you? 308 | What is the most underrated compliment you've ever received? 309 | What is the worst thing you've ever done that no one knows about? 310 | What is the most ridiculous thing you have seen in your house right now? 311 | What is your favorite song that you can say about your healthcare? 312 | What is the most unethical thing you have ever done without getting tired of? 313 | What is the most interesting thing you do? 314 | What is the most underrated thing you can do to make your radio bully? 315 | What is the most underrated compliment you've ever received? 316 | What is the most disturbing thing you've ever done? 317 | What is the most disturbing thing you've seen on the job? 318 | What is the worst thing you've ever done for a sexual act? 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How do you do it? 731 | What is the most underrated thing you did and how much do you suspect to say in business which one makes Autism Redditors, what is your favorite song that you can tell me where of doesnt fall asleep at night? 732 | What is the most underrated thing you did and how much do you suspect some experience was a dead both are worrying about any of your victim that is a must believe you always be ruinning them told my famtest, what was the first thing you do? 733 | What is the most unfun million dollars. What is one thing you wish you could stop long to still buy us in real life if movie titles were as less trays. To all your worst enemy? 734 | What is the best way to be willing to finally give sexual act to the pre-witch? 735 | What is the most unethical thing you have ever done? 736 | What is the most interesting thing you have ever done? 737 | What is the best way to spend more attractive than people wrong? 738 | What is the most bizzare future? 739 | What is the most awkward thing you did as a child? 740 | What is the most unfunt in your life? 741 | What is the most fucked up thing you've ever done for most people may not swear March, who would you choose to live in? 742 | What is the most badass film you have sex with your spouse? 743 | What is the most beautiful song you know by heart? 744 | What is the most interesting thing that has ever happened to you? 745 | What is the most underrated thing you did as a child? 746 | What is the most unethical thing you have ever seen someone do? 747 | What is the best life lesson you ever fell? 748 | What is the most underrated thing you did and how did you find out your partner with a million to answer the door, while any advantage of? 749 | What is the most interesting thing that has ever happened to you? 750 | What is your favorite song that you can tell me where large celebrity crush? 751 | What is the most unethical thing you have ever done without a colony of birth that you use to find it as an adult? 752 | What is the most interesting thing you've ever done in a small of food and how do you deal with the adult masterpiece you want to hear was the right toward you the most about your favorite childhood movie soundtracks you'd like to share? 753 | What is your favorite song that you can't stand? 754 | What is the most bizarre thing you have seen on reddit? 755 | What is the most unexpected sexual encounter? 756 | What is the most interesting thing you have ever done without getting tired of? 757 | What is the most unethical thing you have ever done? 758 | What is the most interesting thing that has ever happened to you? 759 | What is the most interesting thing you do? 760 | What is the best way to be willing to ends? 761 | What is the worst case of a movie that you wish you could experience for the first time again? 762 | What is the most underrated compliment? 763 | What is the most bizzare future? 764 | What is the most beautiful song you know by a month or law that you would like to share with Reddit? 765 | What is the most disturbing thing you've seen on the job? 766 | What is the most disturbing thing you've seen on the job? 767 | What is the most interesting thing you have ever done? 768 | What is the most interesting thing you have ever done without getting tired of ? 769 | What is the most interesting thing you do? 770 | What is the most underrated thing you've ever experienced? 771 | What is the most interesting thing that has ever happened to you? 772 | What is the most ridiculous thing you have seen on reddit? 773 | What is the most underrated thing you've ever seen someone do? 774 | What is the most interesting thing you have ever done without getting cycknama, what was it like? 775 | What is the most important thing you learned in school? 776 | What is the most disturbing thing you've seen happen in a sale? 777 | What is the most underrated thing you did as a child? 778 | What is the best way to get into a fight, what would you do? 779 | What is the best way to get into a film to binge watch over. What is your story? 780 | What is the most important thing you looking for your country? 781 | What is the most underrated thing you did and how much do you make? 782 | What is the most disturbing thing you've seen happen in a salespension be? 783 | What is the best way to get into a fight, what would you do differently if you do it over its cite, what would you say to piss off a weird lie? 784 | What is the most interesting thing that has ever happened to you? 785 | What is the most important thing you learned in school? 786 | What is the most interesting thing you have ever done without saying the title, what is your favorite song that you can tell me where large person would you want it to be? 787 | What is the most important thing you have ever done? 788 | What is the worst thing you've ever done for a sexual act? 789 | What is the most underrated thing you've ever seen someone do? 790 | What is the most interesting thing you have ever done? 791 | What is the best way to spend more attractive than people make when they are proud for others? 792 | What is the most annoying thing about your current life? 793 | What is your favorite song that you can tell me where large celebrity crush? 794 | What is the most underrated thing you did and why? 795 | What is the most interesting thing that has ever happened to you? 796 | What is the most underrated text/interpieted in the USA, what is your countries/phrases weren't few something that would surprise/developing for every high school doing in a rurate are too actually works? 797 | What is the most underrated brand? 798 | What is the most interesting thing that has ever happened to you? 799 | What is the most underrated thing you've ever seen someone do? 800 | What is the most unfun million dollars. What is the first thing you do? 801 | What is the most underrated thing you've ever seen someone do? 802 | What is the most bizzare future species, what was the creepiest thing you've ever done that no one knows about? 803 | What is the best way to ruin your mind every time you think about it? 804 | What is the most underrated thing you've ever seen someone do? 805 | What is the most important thing you learned in school? 806 | What is a simple thing you can think of? 807 | What is the most unethical thing you have ever done without getting caught? 808 | What is the most unfunt in your pocket? 809 | What is the most beautiful song you know by a month or law that you would like to share with Reddit? 810 | What is the most underrated thing you did and how much do you suspect to an end up and then drop me, and how did you react? 811 | What is the most important thing you looking for your country? 812 | What is the most awkward thing you did as a child? 813 | What is the most underrated thing you've ever seen someone do? 814 | What is the most interesting thing you have ever done without a colony of birth contacturk thing they have a famous person? 815 | What is the most depressing song? 816 | What is the most disturbing thing you've seen happen in a spy college students? 817 | What is the most badass film you have sex with your spouse? 818 | What is the most underrated compliment you've ever received? 819 | What is the most badass motto? 820 | What is the most underrated thing you've ever seen someone do? 821 | What is the best way to get into a film to give a partner? 822 | What is the most underrated condiment on earli years? 823 | What is the most badass film you have sex with your spouse? 824 | What is the most underrated thing you did and how did you find out your partner with a million to answer the commine that you would like to share with Reddit? 825 | What is the best way to get into a fight, what would you do differently if you do it any song? 826 | What is the most underrated compliment? 827 | What is the most unfunt at you? 828 | What is the best way to ruin your mind every time you think about it? 829 | What is the best way to get into a fight, what would you do for a country that you can't stand? 830 | What is the most interesting thing you have ever done without saying the title, what is your favorite movie to watch around Christmas? 831 | What is the most underrated compliment? 832 | What is the most underrated thing you did and how much do you make? 833 | What is the most underrated subreddit? 834 | What is the most recent scam? 835 | What is the most underrated brand? 836 | What is the most underrated compliment you've ever received? 837 | What is the most ridiculous thing you've ever seen someone do? 838 | What is the best way to be willing to finally give sexual act to the source moments? 839 | What is the most interesting thing you have ever seen someone do? 840 | What is the most badass motto? 841 | What is the most interesting thing that has ever happened to you? 842 | What is the most interesting pickup line? 843 | What is the most interesting thing you have ever done? 844 | What is the most interesting thing that has ever happened to you? 845 | What is the most underrated text/interpieted in the USA, what is your story? 846 | What is the most underrated thing you've seen someone do with your legal procedue like? 847 | What is the most interesting thing you have ever seen a caption cover? 848 | What is the most interesting thing you have ever done without saying the title, what is your favorite song that you can tell me where large celebrity crush? 849 | What is the most interesting thing that has ever happened to you? 850 | What is the most underrated thing you've ever done that no one knows about? 851 | What is the most unfunt at you? 852 | What is the most underrated thing you've ever had to explain to something, what would it be? 853 | What is the most disturbing thing you've seen a student due? 854 | What is the worst thing you've ever done in a small of food? 855 | What is the worst thing you've ever done? 856 | What is the most important thing you looking for your children? 857 | What is the most annoying thing about your dreams that you would recommend to a person to survive cold? 858 | What is the most unfunt in your pocket? 859 | What is the most disturbing thing you have ever seen someone do? 860 | What is the most interesting thing you do? 861 | What is the most underrated text/interpieted in the USA? 862 | What is the most underrated thing you've ever seen someone do? 863 | What is the most unfunt at you? 864 | What is the most underrated thing you do? 865 | What is the most underrated thing you've ever done? 866 | What is the most underrated text/interpieted in the USA, what is your story? 867 | What is the most interesting thing you have ever done? 868 | What is the most random, you can come up with? 869 | What is the most underrated movie you've ever seen? 870 | What is the most random thing you can say about your hobby or profession annoys you about girls think of other counting conversations in the US bized you to 'orga Reciver under the top of the past decade? 871 | What is the most disturbing thing you've seen on the job? 872 | What is the most annoying thing about your current life? 873 | What is the most painful thing you have ever seen someone do? 874 | What is the most interesting thing you have ever done? 875 | What is your favorite song that you can tell me where large celebrity crush? 876 | What is the most underrated thing you did and how do you deal with the adult masterpiece? 877 | What is the most underrated thing you've ever seen someone do? 878 | What is the most underrated thing you do? 879 | What is the most disturbing thing you've seen on the job? 880 | What is the most underrated text/interpieted in the USA, what is your story? 881 | What is the most interesting thing you do? 882 | What is the most awkward thing you did as a child? 883 | What is the most bizzare future? 884 | What is the most underrated thing you've ever seen someone do? 885 | What is the most unethical thing you have ever done without a colony of birth to only forgetter? 886 | What is the most interesting thing that has ever happened to you? 887 | What is the most disturbing thing you've seen happen in a sale? 888 | What is the most unfunt in your pockets? 889 | What is the most underrated thing you've ever done? 890 | What is the most important thing you looking for the first time? 891 | What is the most painful thing you have seen another person's lunch at work? 892 | What is the most disturbing thing you have ever done without saying the title, what is the movie about now? 893 | What is the most underrated thing you've ever seen someone do? 894 | What is the most underrated compliment you've ever received? 895 | What is the most interesting thing that has ever happened to you? 896 | What is the most overrated topics for a college student? 897 | What is the most underrated compliment? 898 | What is the most underrated thing you have seen on reddit? 899 | What is the most interesting thing you have ever seen someone do? 900 | What is the most underrated post on purpose, what would it be? 901 | What is the most unfunt in your pockets? 902 | What is the most ridiculous thing you have seen on reddit? 903 | What is the most important thing you learned in school? 904 | What is the most underrated thing you did as a child? 905 | What is the most random, in your hingh honestly but is actually an artisfie where you live? 906 | What is the most important thing you learned in school? 907 | What is the most disturbing thing you've seen happen in a panic? 908 | What is the most recent scam? 909 | What is the most interesting thing that has ever happened to you? 910 | What is the most unfuntle that you will never forget? 911 | What is the most bizzare future? 912 | What is the best way to endure it to the trifers. How do you do it? What was the result? 913 | What is the most underrated thing you've ever seen someone do? 914 | What is the most interesting thing you have ever seen someone do? 915 | What is the most unethical thing you have ever done without saying the title, what is your favorite song of all time? 916 | What is the most interesting thing you do? 917 | What is the most underrated thing you've ever heard a wealthy product accident, who would it be and why? 918 | What is the most interesting thing that has ever happened to you? 919 | What is the most underrated thing you did and how did you manage to kill away! What is the most remary opening scenario you have ever seen? 920 | What is the most disturbing thing you've ever done in a small of food and how do you deal with the adult bann in 2018? 921 | What is the most underrated brand? 922 | What is the most unethical thing you have ever done without saying the State''s America? 923 | What is the most badass film you have sex with your significant other does everyone should know? 924 | What are some of the most interesting thing that has ever happened to you? 925 | What is your favorite song that is almost an asshole? 926 | What is the most underrated thing you've ever seen someone do? 927 | What is the most underrated thing you did and how much do you survive? 928 | What is the most interesting thing you do? 929 | What is the most underrated thing you can do to make your day great late? 930 | What is the most unfun million dollars. What is one thing you wish you could stop being stumping into our one? What was it about it, and how do you feel about it? What thought was the most awkward thing you did as a child? 931 | What is the most underrated compliment you've ever received? 932 | What is the most important thing you learned in school? 933 | What is the most interesting thing you have ever done without saying the title, what is your favorite song that you can tell me where large person in the wallporten room every time you think about it? 934 | What is the most awkward thing you did as a child? 935 | What is the most underrated text/interpieted in the USA, what do you want a crush on? 936 | What is the most badass fact you know? 937 | What is the most unfunt in your life and how do you feel about the USA? 938 | What is the most badass fact you know? 939 | What is the most disturbing thing you've seen on the job? 940 | What is the most underrated thing you did as a child? 941 | What is the best way to ruin your money? 942 | What is the most underrated thing you did and still buy because you don't know about? 943 | What is the most awkward thing that could be already's insanes roll over the environment. What is the first thing you do? 944 | What is the most underrated thing you've ever seen someone do? 945 | What is the most badass situation you like that you don't expect to sacrifice? 946 | What is the most common misconception about your country? 947 | What is the most beautiful song you know by a month or law that you would like to share with Reddit? 948 | What is the most important thing you learned in school? 949 | What is the most bizarre thing you've ever seen someone do? 950 | What is the most interesting thing that has ever happened to you? 951 | What is the most interesting thing you can think of? 952 | What is the most painful thing you have ever seen someone do? 953 | What is the most badass fact you know? 954 | What is the best way to endure it to your SO to know? 955 | What is the most underrated thing you've ever seen someone do? 956 | What is the most underrated thing you can say to someone who is new to the fact that you never realized it would be reading that absolutely blows your mind? 957 | What is the most underrated thing you did and how much do you survive? 958 | What is the most underrated post self" in your opinion? 959 | What is the most disturbing thing you've ever done? 960 | What is the most unethical thing you have ever done without saying the title, what is your favorite song that you can tell me where large celebrity crush? 961 | What is the most disturbing thing you've seen happen in a sale? 962 | What is the most disturbing thing you've seen on the job? 963 | What is the most beautiful song you know by a month or law that you would like to share with Reddit? 964 | What is the most interesting thing you have ever done without getting tired of? 965 | What is the most interesting fact about your state? 966 | What is the most important thing you learned in school? 967 | What is the most interesting thing you do? 968 | What is the most disturbing thing you've seen happen in a panic? 969 | What is the most interesting thing that has ever happened to you? 970 | What is the most underrated thing you've ever had to explain to someone? 971 | What is the most underrated compliment you've ever received? 972 | What is the most interesting thing that has ever happened to you? 973 | What is the most bizarre thing you've ever done? 974 | What is the most disturbing thing you've seen on the job? 975 | What is the most underrated thing you've ever seen someone do? 976 | What is the most underrated thing you've ever seen someone do? 977 | What is the most underrated thing you did and how did you find out and how did it go? 978 | What is the most interesting Wikipedia pages ? 979 | What is the most underrated thing you did and how much do you suspect some experience was a dead both are worrying people afford to sleep better off its of a woman's born do you not follow? 980 | What is the most badass motto? 981 | What is the best way to get into a fight, what would you do for a college equivalent of time in the world? 982 | What is the most bizarre thing you have seen on reddit? 983 | What is the most random, initial backstop with someone famous? 984 | What is the most satisfying sound to your partner have gotten when you were a child, but really isn't accurate? 985 | What is the most important thing you learned in school? 986 | What is the most underrated post on purpose, what do you do for a living? 987 | What is the most interesting thing that has ever happened to you? 988 | What is the most underrated really false intelligence? 989 | What is the most disturbing thing you've seen happen in a sale? 990 | What is the most underrated movie you've ever seen? 991 | What is the most interesting thing you have ever seen a captument who saw it makes a loop, how did you escape just because of its simple task? 992 | What is the most underrated movie you remember seeing as a kid? 993 | What is the most underrated thing you ever would agree well? 994 | What is the most underrated thing you've ever seen someone do? 995 | What is the most underrated brand? 996 | What is the most underrated thing you did and how much do you choose? 997 | What is the most underrated thing you did and how much do you most want to have? 998 | What is the most disturbing thing you have ever done? 999 | What is the scariest thing that has happened to you in a spech upvoter with your coworkers? 1000 | What is the most awkward thing you did as a child? 1001 | -------------------------------------------------------------------------------- /example_output/askreddit_0_5.txt: -------------------------------------------------------------------------------- 1 | What are some good things do you do at reddit? 2 | What is the most interesting fact about your partner to be? 3 | What is a subreddit you are subscripting where by the person you didn't have killed if permany does on kning about for hours? 4 | What is a good condumt so annoying which they didn't deserve a special place in your dream house? 5 | What is the most heart relationship and have to break into? 6 | What secret have you picked up from other modern countries or a book, what would it be? 7 | What is something that you want to arrest someone else's vertimation? 8 | What do you think is the most inappropriate place you've seen someone do with your less possible with a single movie of the tv show quote/month? If so, is there a good question at night? 9 | What is the most disturbing thing you've ever done with your generation? 10 | What is the most ignored way to ever out 10 or right now? 11 | What is a dick move better? 12 | What is a subreddit you are subscribed to? 13 | What is something you wish you had known before getting into a movie? 14 | What's the saddest song you know? 15 | What do you wish you could experience for the first time again? 16 | What is something you love but every time? 17 | What song is actually need-in real life? 18 | What is a common misconception you'd like to learn a bad red? 19 | What is a great movie that everyone should have in their home? 20 | What are some unbelievable (soarwh to threched, Redditors, what's the most ridiculous thing you've ever seen someone look cool that your work driving? 21 | What is something you do that you absolutely love to buy but can't seem to find out when you great within this year than my barshit, would you take it? If not, what would you be ? 22 | What is something that is completely non-sexual fantasy? 23 | Teachers of Reddit, what is your favorite quote from The Internet? 24 | What is the most harded to-the last t. when you think about the shower conditions to get more Trump's presidency that will be looking for its intente of the lyric to you in a clogific card that everyone needs to see at the Scenes, what would be some of the stupidest life hack that you don't want t 25 | What is the best piece of advice you wish you had never discovered? 26 | What advice would you give to your pets? 27 | What is the best lie you see it? 28 | What is the most significant initian, what do you think about when you were a kid? 29 | What sentence is guaranteed to force yourself to eat associated when you were a child and what was your experience? 30 | What is your favorite quote from The Internet? 31 | What is the most useful thing you could say to provide to someone that makes you the most emotionally taxing the fuck out of a computer what would you do? 32 | What is something you wish you had known before joining the military? 33 | What is the most badass motto? 34 | What is something you learned in school? 35 | What is the most badass film you have sex, which would you pick? 36 | What's the most useless Star driving and educate someone doesn't know about? 37 | What would you do if you would do the same movie with at your wedding? 38 | What is your go-to "secret" in a very work in an expert? 39 | What is the most awesome name you know before war. What 5-tatch? 40 | What was the biggest mistake you see into how honestly your bed showing undervace and to what country would you buy us? 41 | What are some things that you do todick you have to work out? 42 | What is your favorite ice cream flavor? 43 | What is a song that is completely wrong (suicidal coinses of Reddit: What was the most useful thing you've done to your siblings in the frent degree, what would it be and why? 44 | What's your favorite sandwich? 45 | What is your favorite food from the roben but that not improved a mandatory movies? 46 | What is a fun fact about you? 47 | What is your favorite animal? 48 | What is the most important thing to do while they were not an asshole that doesn't require much snuck or witnessers should know? 49 | What is your favorite thing to do in movies to answer and are they as hell it for them? 50 | What's the most fucked up method on your body? 51 | What is the most common misconception you'd like to care of one and what do you do? 52 | What is the most unethical thing youuld it automated by one of the mindacoo. What would you do? 53 | What is the strangest thing you've encountered while cleaning the bathroom, what was it like click? 54 | Reddit, what is the strangest thing you've seen someone do while trying not to like you? 55 | What is the most fucked up story you've witnessed at a scan you try it his death animal are worrif today? 56 | What is a commercial you will be remembered? 57 | What is something you enjoy that you are still explained/are you? 58 | What is the most expensive thing you have ever seen? 59 | What is the most disturbing thing you've seen on the job? 60 | What is your favorite movie that is complete Bex Congrans that were control of a movie title. What is it about now? 61 | What is the most beautiful song from a movie? 62 | What is the saddest thing you've ever done in a small of food? 63 | What is your favorite video game ever called Kener cult, what are you doing right now? 64 | What is the most unexpected thing about becomes supposed to anxiety? 65 | What are your favorite shows, what's your favourite band that you've found out about your SO? 66 | What is the most ridiculous thing you have seen happen in the morning? 67 | What is something you did that made you say "what the fuck" under your shoes, what is it like working for the better? 68 | What is the most important life lesson you've seen? 69 | What is something that seems emplow your mother out? 70 | What is the worst thing you could give someone with an issue you were depressed? 71 | What is a good reason to live with redditors that have been in a close friend of a complete stranger? 72 | What is the most un-sexy story they were came out there? 73 | Which movies did you make to use every time? 74 | What is the most ridiculous thing you've seen a usually and did you learn at school? 75 | What is something you are in a room with a million times since the rest of their homes? 76 | What is the most unexpectedly sad meaning or disturbstons that's cheaper as an adult when you started using them different? 77 | What is the most frustrating thing you have ever done for money, what would you be? 78 | What are some of the most annoying thing about Redditors? 79 | What are some of the best things about althoutes? 80 | What is your favorite game of all time? 81 | What is the most useful thing you could say to someone you know personally? 82 | What is the most annoying thing about loserable that isn't a drop etc ? 83 | What is something you have never developed over the years? 84 | What is your most favorite game that is almost to see for a small flavour?[NSFW] 85 | What do you think the world will not be self-eatting a douche? 86 | What is the most random, inrania be like, "heart"? 87 | What is something you do that's consisted because of the internet? 88 | What is something you wish you could make using borbunds? 89 | What are some great movies that are so creeped upvotes? 90 | What are some of the best things about being a sexual thing work? 91 | What is the worst thing your parents did for you? 92 | People who don't have a boner? 93 | What is the most painful thing you have ever seen? 94 | What is the stupidest thing you've ever done? 95 | What is your favorite song but are 'anny Spoked up" stories? 96 | What is the most unexpected surropshiting to? 97 | What was the best prank thing you have done that you can come up with? 98 | What is a story you saw not believe in the relationship with your phone, what is the first thing you say that you are addicts on girls. Fun parents are now single? 99 | What is the most badass answering people? 100 | What is the most hurtful thing about Earth that style time? 101 | People who don't have a real life stack that is common knowledge for? 102 | What fictional character do you hate the most and why? 103 | What is the most useless dream you ever played as why and why do you love it? 104 | What is the most underrated stane for a job? 105 | What song are you extra panents from 0-17, what was your experience like? 106 | What is the most important thing you have ever found out about a mental illness? 107 | What are some weird things you have today? 108 | What do you love about yourself? 109 | What are some good subreddits to binge-grow up to the hype? 110 | What is the next Black For eternity to were alive today? 111 | What song lyric moment with your genitals come into a film that no one else has seen/agreeded and was it like a lot of parenting you have ever seen someone do? 112 | What song lyric are you excited to part of a simple thing to do after a next dream? 113 | What is the stupidest thing you've ever had to tell anyone you knew as a child that you will never forget? 114 | What do you really want for Christmas? 115 | [Serious] What did you try aside on school? 116 | What is the most random, you can come up with? 117 | What is the most disturbing thing you've witnessed in your lifetime? 118 | What is a song that is obsessed more useful but sounds dark secret or information you think are completely overrated in real life? 119 | What is the most useful thing you have seen a citizens what is the best thing about being married people of Reddit, what are some of the most interesting thing that has ever happened to you? 120 | What is the most interesting thing you do? 121 | What are some subreddits that you are gicking to a name along secret? 122 | What was your most memorable anime you are special if shit you have had? 123 | What's the worst part about being a woman? 124 | What is something that you don't have the choice? 125 | What is a dead giveaway that someone is smart? 126 | What movie scene gets a masterpiece? 127 | What song always gets you really want? 128 | What is the most embarrassing thing you have done to make yourself from start to finish? 129 | What is the most underrated brand? 130 | What is the most important invention? 131 | What is the most underrated post siren?" 132 | What makes you hate about it? 133 | What can you do on us but that you know of? 134 | What is the most rewarding thing you've ever done? 135 | What comment are you takening out there? 136 | What is your favorite song of all time? 137 | What is a simple but has spent the highest lyrics and 10 all the worths? 138 | What is the most unprofessional thing do you eat regretted a scene from a mblany commercial and what did you do? 139 | What is the most NSFW thing you've seen a student in a fieter weaph? 140 | What movie/TV show would you care about the shir twin you checkled? 141 | What is the single most beautiful song you can think of? 142 | What is your go-to "fun fact about a first date? 143 | What was the most embarrassing thing you've seen in a public bathroom? 144 | What is the most significant item you liked the stiple biggest regret something else takes its pictures, what is the worst call you've heard of Reddit college? 145 | What are some things that you do, that you can't stand? 146 | What story do you love that everyone else seems to hate? 147 | What is the most useful fact about your life, what would it be? 148 | What is the most annoying thing about your dreams that you can't stand? 149 | What is a food you avoided but turn out to be reselt diarbhters given to you about recently? 150 | What are some good subreddits to die? 151 | What is the best way to endure itgest? 152 | What is the most interesting penis you have ever seen? 153 | What is the most badass scene in a movie or televan corporations ? 154 | What is your favorite snack tu attack cards as day, but the reply of Rassing people who deal with someone that makes you immediately uncomfortable parents attractive? 155 | What is the most random, in your hinghter is about to be romanticized? 156 | What are the best tips and they are inityding? 157 | What is something you can't find on your city (up, customers, anything weird or cart? 158 | What is your favorite song that you have ever done? 159 | What are you a natural aren? 160 | What movie would be the most ridiculous thing you have seen in lose weagon to drive any celebrity app? 161 | What is something you wish you could tell your 16 year old self? 162 | What is the most fucked up thing you've ever done for a sexual act? 163 | What is a simple pharacable makes you laugh histor? 164 | What was the biggest plot hole you've ever had? 165 | What word has been a big deal”? 166 | What is the most common it to the entire world and how does it go? 167 | What is the most annoying thing people do to insurane thing you’ve done at the accident? 168 | What is the most disturbing thing you've heard someone say? 169 | What is something you wish you could ask at a circle of all time? 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What would you do if you would ask your words? 182 | What are some good things to do with a pornstar, how does the world shirts, but what are some examples of a terrible person? 183 | What is your favorite song that you can say about your car, but not actually 100% obsessively different from because of their parents who had a bad partner that is actually a closely shocked you a resulting without any movie and why? 184 | What is the best thing you have ever heard? 185 | What is the most annoying thing about your disabilities? 186 | What was the most disturbing thing you've seen on the job? 187 | What is your favorite song that is really doing? 188 | What's the best way to get a girlfriend? 189 | What is your favorite movie to watch around Christmas? 190 | What is your favorite song from a movie? 191 | What is the funniest or most uncomfortable, or where the girl day of living in the shir tires on his advances that there is a Redditor? 192 | What is your favorite movie to watch around Christmas? 193 | What is the most fucked up thing you ever got away with? 194 | What is something you will always see them as a kid? 195 | What sentence can stay the line? 196 | [Serious] What are some tips you guys don't use it help you? 197 | What is your favourite movie scene? 198 | What is the best way to tell a critically uronic until you diggended and think it is what? 199 | What song has the best final senting time a long choill each other? 200 | If you could rename a friend watching books? 201 | What is the most depressing song? 202 | What are you in the top 1% of? 203 | What are some LPTs for us to hear people from the title of a conspiracy theory that you have witnessed out about them? 204 | What's a small costume game? 205 | What is the most important thing you have ever done without anybody has the worst twint or insignificance? 206 | What is the most attractive person is actually a scanner that we don't take and where are you now? 207 | What was the worst mistake you can see ir a movie? 208 | What is a sentence that used today was wrong from you? 209 | What are some signs someone do in an office secret? 210 | What was the moment you realized you didn’t like? 211 | What is the most satisfying sound you more than it should? 212 | What is the most interesting thing that has ever happened to you? 213 | What are some good conversation starter? 214 | What is something that is legal nowadays? 215 | What is a simple pharaca was ever afterwite? 216 | What is the strangest thing you've seen someone get upset over and over again without transitioning movies of all time? 217 | What is the worst concept but is known? 218 | What do you think is the best thing about being the researce? 219 | What is your favorite thing to do that made you say "what's your race like? When did you realize you were the toxic person made you go "Fuck" thinances will be avaal became surgery? 220 | What is the best way to commonly bad at and display? 221 | What are some good punishment you've ever had? 222 | What is the most disturbing thing you've seen happen in a salespension be? 223 | What is the best way to spend more attractive than people wrong? 224 | What is something that is fun to speak? 225 | What is the most powerful site of all time? 226 | Redditors who have been incarcerated by that would help the best sex you have ever received? 227 | What is your favorite song that Rocklics, what happened and how did you react? 228 | What do you do when you are at a ymeddent doing wronges of an early ran for eternity. 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A new years ago that you find attractive that you wished who chosen the first person to land on Mothersroad (side) think do you do at work you want to hear was there to brighten sex without people needing that everyone should know how t 270 | What is the worst thing you've done because of how you live were little in a coma for 15 minutes at the same people feel like a couporation historically wrong but your past self go on? 271 | What is your favorite animated compliment you've ever received? 272 | What is something you wish you had known before joining the human bar, who would be the most interesting thing you can think of? 273 | What is the most unethical thing you have ever done without saying the State''s America? 274 | What is your favorite quote from a fictional character who is imded if you had the answer to? 275 | What is the worst episode of your favorite TV show? 276 | What is the scariest situation you've been in? 277 | What would you want to share with the world's politics today, Why? 278 | What is the most bullshit would the world be different if humans last very bad reasons for doing their affects of the phrase "window of the steries where someone has tried to have been givenned a billion dollogy but has not been sconting or witnessed to start a cultural neighbor is now your profiu 279 | What is the most underrated condiment on earli years as people who sucked for sex? 280 | What is the worst thing to hear again? 281 | How did you find out? 282 | What was the worst book you've ever read? 283 | What song is actually really good and call out? 284 | What are some good examples of things vegetable? 285 | What's a mistake you made in cars to see other people's houses for? 286 | What is the most depressing stories? 287 | What is the best feature you never watched? 288 | What is a song that is obsessed with the Consequous biage would you like to see in a cult? 289 | What is the best way to overcome someone with? 290 | What food is best to throw them on? 291 | What is the strangest thing you've wiped, what would it be? 292 | How many of you are still definitely over, how would you fixed to someone who's gontless perfectly? 293 | What do you know about your job that will control their temper and how did it effect your day over and over again? 294 | What is the most awkward thing you did as a child? 295 | What was the most dangerous thing you've experienced that we're most about buried school? 296 | What is the most embarrassing thing you have ever seen someone do? 297 | What is the best way to respond to "I love you?" shows? 298 | What is the worst concept for minutes? 299 | What is your most unethical life hacks? 300 | What is the most spy-how small thing that you did as a teen? 301 | What is a good way to explain a specific five while tripping it up at Walleakers of Reddit, what is the most unique paralys check out, then if money will be thinging down by your spouse came deed since you were stuce? 302 | What is a word that is not too cook-o creepy/NSFW List of a God cars someone? 303 | What is your favorite death was it all the time that is considered normal? 304 | What is the most creative band that you're tired of seeing an unstanding place you've stayed in herb? 305 | What game are you completely good, but no one enjoyable time? 306 | What is the most overrated tv show or movie for anyone else is seriously become very living in an otherwise home strike? 307 | What is a product that you wish you could experience for the first time again? 308 | What was the most disturbing thing you have seen in the world? 309 | What makes you feel exorcting? 310 | What was the worst decision you ever made? 311 | What was the most incredible Bose DCAC is actually terrible advice? 312 | What was your worst experience with a stranger? 313 | What is something you have never drively because of sex diver you've ever encountered? 314 | What is a good reason to continue living on icfonis? 315 | What is the worst thing you've ever done? 316 | What have you never done that you still preferal or outdated? 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How did you come up with your culture chance that you absolutely love that you didn't see into battle? 474 | What is something that you don't really not 20s so / simply made just wrong? 475 | What were you surprised to find out like an airhecor? 476 | What is a phrase you are possible that they wouldn't know before but never happen? 477 | What's the most embarrassing thing you have found while cleaning? 478 | What movie are you false? 479 | Reddit, what is the most awkward thing you've ever seen someone do? 480 | What is a simple thing that makes you want to scenal? 481 | What was a movie that humans do blind? 482 | What is the most believing conversation? 483 | [Serious] People of Reddit who have experienced sloge with any 3 of me? 484 | What is the most ridiculous thing you have learned from phenomenais hobby, what was the first thing you do when you wake up? 485 | What is a small useless skeletyrs, when did you get out of it? 486 | What is the most useless thing you absolutely can't stand in your life? 487 | What is your favourite movie scene? 488 | What is the worst thing you've ever done that no one knows about? 489 | What's the most recent meaningful thing an ex broke you make? 490 | What is the most racist encounter you've had with a neighbor? 491 | What is your favorite Shorty Ps Divider and Stars Are they great"? 492 | What are some signs that you absolutely love to do? 493 | What is a simple thing that makes you happy? 494 | What is the best way to deal with people around? 495 | What is a skill you'd imagine, without infunite? 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HD, that bide unemployed adults, what's the story? 539 | What is the best way to rare robd if The One of 20 minutes of a historical figure text you could use it to be 80 years ago that would be very straight to the sole toge time and not understand? 540 | What is something that will improve their life they were as band, what are some of the best and the only type of poset. .. but you actually like to hate? 541 | What would be the worst condition you can come up with? 542 | What are some of the required dollars is 25 world, What would your reaction be? 543 | What is the most badass film you've ever seen? 544 | What are some good subreddits to go mood or any race ? 545 | What are some television show did you not understand about rid to buy a catalog/company bullshit? 546 | What is your favorite movie that has a low reddit makes it used as life upon by yourself. 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How did it turn out? 580 | What is the worst song you've ever taken's? 581 | What is the most beautiful thing about the dutical species of Reddit, what is your favorite movie? 582 | What is the most bullshit change in your life and why? 583 | What are some signs of a popcolific habit, but is actually a video game, what would it be? 584 | Without saying the name of it, what would you choose? 585 | What is the most out of playing experience, how did you do it? 586 | What are some good conversation starters wrong next to someone? 587 | What is the most awkward thing you did as a kid? 588 | What is the worst possible way to bride a bill anwe transitioned or being a kid? 589 | What is the most recent scam? 590 | What is the strangest thing you've ever done? 591 | What movie scene is best to travel to you? 592 | What is the most powerful thing you've ever seen in a public bathroom? 593 | Who is your favourite cover song that isn't true? 594 | What is the most unexpected surropshiting to? 595 | What is something that is most useful inanimate you're not so alluciee their showers, what is the best way to get a guaranteed hobby? 596 | What's the most fucked up thing you've ever seen someone do? 597 | What is the best way to get fired at spitable? 598 | What is the most unfun minding thing that you find to be written if you didn't listen to when cooking to your own real-life? 599 | What is something that women want to do but won't agree witnhesing as a kid? 600 | What is something you wish you knew when you were young when you were a kid? 601 | What is the worst thing about being an adult? 602 | What is the most interesting thing anyone has settlered about it? 603 | What is the most unexpected surroom experience? 604 | What is the best way to endure it to your SO to never want your for an otherwise good but still sites of the culture's equivalent of the USA (Financialand is)? 605 | What is the most depressing thing about your favorite thing to do in social skills? 606 | What is your favorite game ( impressive reddit's generation? 607 | What would you do if you weren't really you love, but most people don't know about yet? 608 | What are some good tips for giving up here you did, how do you think you will sad you were able to go out my month exists? 609 | What is the most creative movie you have ever seen? 610 | What is your least favorite thing about the 90s? 611 | What are you surprised to find out was a poop trape? 612 | Which book would you choose to respond. 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Why or why not? 708 | What is the most beautiful song you know is dying? 709 | What is the worst song lyrics? 710 | What is the most useful thing you could say to provide of start positive enough that makes the letter you pick up on a mirror? 711 | What do you think is the worst? 712 | What's something you think everyone should know? 713 | What is the most quotable? 714 | What is the most bizzed weather everything in the world wants to get masturbating? 715 | What is the most unprofessional thing you believed? 716 | People who aren't special today, what would you do for a million dollars? 717 | What is the most underrated text/interpieted you have ever seen? 718 | What is the best way to overcome someones early tasks? 719 | What would you do if you walk in to definite when you buy a rab hall bathtment? 720 | What is the most beautiful movie you've ever seen? 721 | What are some common mistakes people posted at one side where you are at? 722 | What's your most dangerous artist you've ever actually that both aspects of advertising, what do you do? 723 | What is the most insane lare experience? 724 | What is the most disturbing thing you've unfortune an infamous charching controllexual thing do you fap for guy? 725 | What is a popular reason you were one? 726 | What food do you enjoy that literally live up to the hype? 727 | What are some signs that someone is good at sex? 728 | What are some of the most uncomfortable and why? 729 | What's the creepiest thing you've ever seen in a public bathroom? 730 | What do you hate about yourself with? 731 | What is something you wish you knew of when you actually look better if you died in real life, but you keep doing yourself? 732 | What is the best compliment you can think of? 733 | What song is stuck in your you've ever had in your home? 734 | What is the best way to get yourself out on human soda workers but you try will not spend money on a book? 735 | What's something you don't go to heav back in time to being teacher? 736 | What is the most fucked up thing you've ever seen someone do? 737 | What do you think is the most annoying thing about porn? 738 | What is the most disturbing thing you have seen someone doing in your life? 739 | What screams "I'm a job or more than it should? 740 | What is your favorite combination? 741 | What is the most interesting thing you do? 742 | What is the most disturbing thing you've seen happen in a tv show that you have no sympathy for? 743 | What is the dumbest thing you've done while drunking? 744 | What are some things you can think of without crying to deal with destructive travelers that in Home country is better than the movie now? 745 | What is your favorite Spongebob lowes, what was your experience like? 746 | What is the best way to ruin your mind every time you think about it? 747 | What's the best thing you've ever done? 748 | What is the stupidest thing you've ever done in a video game? 749 | What is your favorite movie? 750 | What was the most disturbing thing you have ever done without getting tired of? 751 | What is your favorite bad movie? 752 | What is the best feeling in the world? 753 | What is your favorite song that many people don't have kids,what is the most ridiculous thing you have seen in the world who want to get off your chest? 754 | What is the most ridiculous thing you believed as a child? 755 | What is the most awkward thing you did as a kid? 756 | What is the most important thing you learned in school? 757 | What is a sentence that instantly makes you believe but would be worth living for? 758 | What is the best piece of advice you've received? 759 | What is the creepiest thing you’ve ever done? 760 | What is something that if you have a biter on her opinion? 761 | What's a song that gives you the most disappointing story? 762 | What is the stupidest thing you've ever done? 763 | What was the most interesting person you've heard? 764 | What single ingredient car to hear? 765 | What are some things that you know of? 766 | What is a movie that holds up you on Reddit? 767 | What is a good way to kill the answee movie? 768 | What is the most ridiculous stereotype at wipe, what's your story? 769 | What is the most creative way you've ever seen? 770 | What are some of your best tips for giving up here you had to start classics to find out when you were a kid? 771 | What is a simple thing that makes you happy? 772 | What song do you listen to and how do you feel about it now? 773 | What is the most cringeworthy acting? 774 | What fictional character would be the most common technity, what nobody knows about? 775 | What was the worst charactering documentary would you absolutely hate? 776 | What is the best way to spend more affected by has "the big signs that someone is trying to snap with the last 1000 years to name the MovieBI are in a Forgotter and the English language? 777 | What is the most overrated topic of fears are better than sex? 778 | What is a good way to kill the amp's body? (NSFW) 779 | What's the most polite insult you’ve ever received? 780 | What is the best compliment you've ever received in the US? 781 | What is your best tinded oncop to get amend the speed limit but instantly makes serious in retailinals, why? 782 | What is the best way to endure it to your 13 year old self for people who are in relationships, what are some of the best things about being a woman? 783 | What is the most annoying thing you have ever done? 784 | What is the most interesting fact about your life to help both significant other? 785 | What is the most unique paralys? 786 | What is the most random thing you can say about your healthcare? 787 | What is the most interesting thing you have ever done? 788 | What was the best example of "kid logic is now laughoos at night? 789 | What do you do when you're bored? 790 | Redditors who don't drink, and can we get her enfire worse? 791 | What is the best way to get into a mirror? 792 | What is the most interesting thing you do? 793 | What is a song that is overly because they don't understand is over time in the world? 794 | What is a nice stype of sports? 795 | What is the most painful thing you have seen on reddit? 796 | What do you hate the most about your favorite thing to do that made you think "Maybe chap, I give you a leader at a message to fuck with someone? 797 | What is the most frustrating thing you have ever done without getting caught? 798 | What is the worst thing someone has done to prove out? 799 | What are some unethical little rentersian of Reddit, what is the most inappropriate person you've ever seen? 800 | What is something you wish you could see one meth cash during the size of a gun? 801 | What is the creepiest thing you've experienced in the future? 802 | What is the most unprofessional thing youve seen? 803 | What is the most unique pain you have ever seen someone do? 804 | What is a simple thing you can do to make your radio bully? 805 | What is your favorite song that is impacting for being in high school that you still, do you envy parents for? 806 | What is the most badass answeries with invented while it slowly killing you for your grandma brother? 807 | What is the strangest thing you've seen someone do on a flow and grave to the house" what would it be? 808 | What are some things that you do one newer you found out their personality? 809 | What is the best way to ruin your mind in? 810 | What is the dumbest thing you ever did as a kid? 811 | What are some things you would do? 812 | What are some of the most interesting thing someone has done to you in real life? 813 | What's the worst part about being a woman? 814 | What is your favorite movie to watch around Christmas? 815 | What movie/tv show did you hate the most? 816 | What is the most unethical thing you have ever seen a student do to make social any height at the cart inconvenience you've seen of people to cause the most chaos? 817 | What is your favorite movie quote? 818 | What is your favorite song of all time? 819 | What's the funniest thing you've heard somebody say to someone who wants to start listened to? 820 | What is the most important thing you have ever seen on face that you are afraid of meeting as a kid? 821 | What is your favorite single player game? 822 | What's the most ridiculous thing you have seen on reddit? 823 | What is the most savage instantly parents about you as a child? 824 | What is the most fucked up thing you've ever seen on the internet? 825 | What do you hate the most about your SO? 826 | [Serious] What song is interested by as free or even high school, what was it like? 827 | What's the best thing you saw in your time if you found out about someone that you can't find on your civized of the top of your choice. How do you defear and would you recommend to someone who has never had to cover up? 828 | What is the most unethical thing youuld constantly attractive? 829 | What is a fun fact about you? 830 | What is a good computer taxisors of Reddit, what's the most shocking thing you ever heard a widely busted of it? 831 | What is the most disturbing thing you've seen on the job? 832 | What was your first career, what is something that you wish was illegal? 833 | What is the most insensitive thing a man can be great by crisis, what do you do to keep this year? 834 | What is the best way to endure it to the trifers. How do you do it? 835 | What makes you realize that your mom to believe there is no longer being a kid? 836 | What is the most bizarre thing you did and it became perfectly? 837 | What are some good tips for someone losing yourself? 838 | What are some songs that people with standard that it would be really, bad actions, what are you considered the most fun to you as a kid? 839 | What are some of the best subreddits wealthy if had their own both sarcaltizen, what happened? 840 | What is something you wish you knew of when you want to send good? 841 | What is the most useful fact you know? 842 | What is your favorite part about your favorite fictional fear of being judging you? 843 | What is your favorite song that you've never done? 844 | What are some good things to keep on the doo? 845 | What is the most interesting Wikipedia page in the highys that you are supposed to hational meat to Reddit golda my person's daily basis. What are some of the most common item that goes away? 846 | What is the best way to get motivated when you first haiklusome", or citifies you have ever come across? 847 | What is the best low effort List. What do you do with it? 848 | What is the most underrated thing you've seen a student did everyone should look for on its time? 849 | What is the scariest thing that has happened to you? 850 | What are some same person on earth what would be the first thing you do? 851 | What is the most disturbing thing you've found on someone? 852 | What is the worst thing you've across? 853 | What song is the most infuriating to women, what is your story? 854 | What is your favorite movie that would've been in a different country: how did you deal with it? 855 | What is the most useless thing that you still think about to that American actors' death? 856 | What is your favorite joke that one comment/approache? 857 | Whats a popular myth that you fart initily has encountered? 858 | What is the most interesting thing in the world? 859 | What is the best superpower you can think of that the audience better? 860 | What is your favorite song lyric? 861 | What do you think is the most inappropriate time to show on the internet? 862 | What is the weirdest thing you have seen someone doing in your life? 863 | What was the most interesting thing you've ever done? 864 | What topic do you like to eat from your past? 865 | What is the most bizzare future species) ? 866 | What is your favorite song at the thing back to your home control with the lawn, what would you do? 867 | What is the best way to be willing to ends? 868 | What is the worst possible thing to kill annoying? 869 | What is something that people assume in a small of the last video game you played, why? 870 | What is the most annoying thing you can say that was made pood of and why, or it the supermanes that no one has ever wished by someone while make-treakering books are ever been shot (between one songs while you are afraid to say 'LK President of the USA? 871 | What is the most powerful instint? 872 | What movie was so funny that you've seen? 873 | What is the most useless thing you think one giantle, before moving if you started engaged for customers? 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891 | What is the most unique panctices money on the song? 892 | What is your favorite part about living on you? 893 | What is the best piece of advice you wish you had never discovered? 894 | What's the most useless purchase you have ever witnessed? 895 | What's something you didn't realise you were asked you to 1984, what would be the best subreddits wealthy if have to be new redditors jokes? 896 | What is the worst advice you've ever received? 897 | What is the most common misconception you wish you had never discovered? 898 | What is the best thing to say to your parents? 899 | What is the most interesting thing you have ever found out the most stress almost episode to burck in them? 900 | [Serious] What popular really smooth, not today, what was the reason? 901 | What is your favorite quote from Finny Do To Wish they did, but still canno bar, what are some of the best things of millenis, how did you come up with your spouses or be the biggest secret you know about someone but the first time you saw it? 902 | What is the most substitutes that could change one million up time you've died? 903 | What is the most annoying thing about your mom? 904 | What is the most annoying thing to say to your parents? 905 | If you could bang one person to stop doing? 906 | What is the best way to ruin your mind every time you married? 907 | What is the most submit headetic planets, what is the most inappropriate time you see it? 908 | What is the most convincing chair from a TV show ending with your dog? 909 | What is the most underrated candidy to people get angrecticHed, letten low ended up loving and why? 910 | What's the best way to get annoys your SO does that you never realised (by page kids and started out a girlfriver and what did you do? 911 | What is the most unjust reason you've made that you are afraid of meeting that they think is "being cute", but in reality is the first thing you do when you wake up? 912 | What is the most interesting thing you do? 913 | What is the best decision you've had to start a civil while hitch you have learned? 914 | Who is the most immoral backstabeabie amounts of? 915 | What is the most badass fact you know? 916 | What would be the worst thing to hear again? 917 | What is the worst thing you have ever seen on hopody claims the average Joe call you've ever had a don’t kill a little know? 918 | What is the most useful thing you've seen someone do on a flow and what are your most comment and why? 919 | What is your favorite movie that has a patcurity display Earth at a party with a low-transaction about stress? 920 | What is a common misconception about your job? 921 | What is something that you shouldn't be? 922 | What is the best WW2 Vask just double informil thing you've found in the threatenncies? 923 | What is something that you really really underrated things that you do to save money? 924 | What do you think is the biggest problem you're hitsers? 925 | What is the worst possible place for your spouse afterword? 926 | What is the most annoying thing you can say to another Manda of C30, Every time you got sure ahearents who regret not a CED sale and meaning if you do it anyway? 927 | What is the click banned families, which two films would you like to shake, but wasn't? 928 | What is a good career for someone losing the title, what is your favorite tv show right now? 929 | What is your favorite video game soundtrack? 930 | What is something you did that you end up being really wasn't? 931 | What is the most bizzed wedding single day to ever get fired from your partner? 932 | What is your favorite thing to do that no longer in bed? And it prefer your life? 933 | What scientific trugh are you tired of explaining to people? 934 | What is something that is most useful video? 935 | What is your favourite movie line of all time? 936 | What is your favorite fictional character do you hate the most about as a cat? 937 | What is a simple task that you do? 938 | What is your favorite quote from EVER made you think "I'lm to be?'L? 939 | What is a seemingly strong nuclear borburters? 940 | What is your favorite song that Rocklics, what was the saddest method for someone with a famous person? 941 | What is a product that you love to do but also happy you to out of saying irritates you emotionally executed? 942 | What is your favorite song of all time? 943 | What is Your Favorite Villain? 944 | What is the most badass thing your parents said to your parents? 945 | What is the best way to be willing to ensure any celebrity to remember a drug all the things you say while talking about? 946 | What is the most overrated movie ever had to pick up on and what made it out water of a historical even do you secretly love, but tastes off? 947 | What is the most submit hype, if reddit mental health? 948 | What is the best way to endure it to the trigger that you witnessed while drug but are from the youthrooms? 949 | What is the most fucked up thing you've ever heard a wealthy power. What do you do? 950 | What is the worst thing you could say to provide of gaming? 951 | What was the smallest thing that you have with your friends and family? 952 | What do you do for a living? 953 | What have you found out about someone that you could give to a born into a friend when day a relationship with someone who was truly this, who do you choose? 954 | What is your favorite animal? 955 | What is your favorite song lyrics? 956 | What seems to be a minor inconvenience daily for you to make a choice that you hate? 957 | What is the most annoying thing about loserable for them would become unaware of? 958 | What is a good call you can do on the internet that we secretly asked? 959 | What is something that everyone should know? 960 | What is the most awkward thing you've ever seen someone do? 961 | What is a company or a restaurant? 962 | What is the worst thing you've ever done? 963 | What's the worst thing you've ever done? 964 | What's the most ridiculous animal you have? 965 | What is your favorite line from a song? 966 | What is the most recent Ecsion of America really like? 967 | If your bank account could do to society need to stop being provoning to you? 968 | What is the most important life lesson you've seen? 969 | What are some things that are not real outed as a child? 970 | What is the worst case of a movie that was scary? 971 | What is the most powerful instint? 972 | What is something that you shouldn't be? 973 | What is the most unfunt at you? 974 | What do you hate about your culture's video game you ever played? 975 | What is the most important thing you learned in school? 976 | What's your favorite music album? 977 | What is the most intelligent, you miss loseral, why don't you not regret? 978 | What is the most unfun and hooks? 979 | What is something you did that make your day one non cussing Disas us any female for prevent to the world and still thinks? 980 | What is the most unexpectedly sad meaning? 981 | What is your favorite piece of unreal group? 982 | What is the worst possible situation you've had to deliver, how did you get to eat a restron of your name? 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993 | What are your favorite smell? 994 | What was your favorite song from a movie title, what's the strangest thing you have seen on reddit? 995 | What is a good thing anyone has ever said to you? 996 | What seems like comic, what would it be? 997 | What is the best way to control and millents to lose weight? 998 | What is the most underrated really surprised you when you were a kid? 999 | What is the scariest thing you've ever seen someone do? 1000 | What was the first band/mult on your tombC3 killers of Reddit, what are the most important thing you looking for the first time? 1001 | -------------------------------------------------------------------------------- /example_output/askreddit_1_2.txt: -------------------------------------------------------------------------------- 1 | Reddit, what are some posts on Reddit, what are some AMM? 2 | What do you usually do when you buy yourselves? 3 | Who's the best subreddit today? 4 | What is your favourite Simpsons quote? 5 | Doctors and nurses what do you say? 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What do you want to ask LESS of idea to the slic kity/killer don't need a browse just so what could possible underaper instead of fairoum or worst weakness? 992 | Which fictional world would you get fit? 993 | What supposed “Scientary Are we are not sure you will well-pronounce that you and your favourite thing about yourself as a child? 994 | What’s your, "If you feel immediately unique you shout from giving up life self? 995 | What's something that has let your life in many way you've remembered? 996 | Dear Reddit: Suyw) drink, and how much is your job? 997 | What is your job's verination to? 998 | What was your first live? yet on that you definitely remembered as men confident its name0? 999 | Redditors in their 30s and driving up, the fuckers are worth going to be a kid, but trivial women, what is your slittem great music is legitimately an amazing case you can think of without getting your bodycour-altises found out? 1000 | Psychologists of Reddit, as a psychological situations when it long wish? 1001 | -------------------------------------------------------------------------------- /query.py: -------------------------------------------------------------------------------- 1 | import pandas as pd 2 | 3 | 4 | def get_reddit_data(project_id, subreddits, start_month, end_month, max_posts): 5 | query = ''' 6 | # standardSQL 7 | SELECT 8 | title, 9 | subreddit AS context_label 10 | FROM ( 11 | SELECT 12 | title, 13 | subreddit, 14 | ROW_NUMBER() OVER (PARTITION BY subreddit ORDER BY score DESC) 15 | AS rank_num 16 | FROM 17 | `fh-bigquery.reddit_posts.*` 18 | WHERE 19 | _TABLE_SUFFIX BETWEEN "{}" AND "{}" 20 | AND LOWER(subreddit) IN ({}) 21 | ) 22 | WHERE 23 | rank_num <= {} 24 | ''' 25 | 26 | query = query.format(start_month, 27 | end_month, 28 | str([x.lower() for x in subreddits])[1:-1], 29 | max_posts) 30 | 31 | df = pd.read_gbq(query, project_id, dialect='standard') 32 | return df 33 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | textgenrnn 2 | pandas 3 | pandas-gbq 4 | -------------------------------------------------------------------------------- /subreddit_generator.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/python3 2 | 3 | import yaml 4 | import pandas as pd 5 | import re 6 | import sys 7 | from query import get_reddit_data 8 | from textgenrnn import textgenrnn 9 | 10 | 11 | def process_title_text(text): 12 | 13 | # Handle common HTML entities 14 | text = re.sub(r'<', '<', text) 15 | text = re.sub(r'>', '>', text) 16 | text = re.sub(r'&', '&', text) 17 | return text 18 | 19 | 20 | with open("config.yml", "r") as f: 21 | cfg = yaml.load(f) 22 | 23 | reddit_data = get_reddit_data(cfg['project_id'], 24 | cfg['subreddits'], 25 | cfg['start_month'], 26 | cfg['end_month'], 27 | cfg['max_posts']) 28 | 29 | reddit_data['title'] = reddit_data['title'].map(process_title_text) 30 | 31 | # Write titles to a new file 32 | with open('reddit_data.txt', 'w') as f: 33 | for post in reddit_data['title'].values: 34 | f.write(post + '\n') 35 | 36 | if cfg['download_only']: 37 | sys.exit() 38 | 39 | textgen = textgenrnn(name='reddit') 40 | texts = reddit_data['title'].values 41 | context_labels = reddit_data['context_label'].values 42 | 43 | if cfg['new_model']: 44 | textgen.train_new_model( 45 | texts, 46 | context_labels=context_labels, 47 | num_epochs=cfg['num_epochs'], 48 | gen_epochs=cfg['gen_epochs'], 49 | batch_size=cfg['batch_size'], 50 | prop_keep=cfg['prop_keep'], 51 | rnn_layers=cfg['model_config']['rnn_layers'], 52 | rnn_size=cfg['model_config']['rnn_size'], 53 | rnn_bidirectional=cfg['model_config']['rnn_bidirectional'], 54 | max_length=cfg['model_config']['max_length'], 55 | dim_embeddings=cfg['model_config']['dim_embeddings'], 56 | word_level=cfg['model_config']['word_level']) 57 | else: 58 | textgen.train_on_texts( 59 | texts, 60 | context_labels=context_labels, 61 | num_epochs=cfg['num_epochs'], 62 | gen_epochs=cfg['gen_epochs'], 63 | prop_keep=cfg['prop_keep'], 64 | batch_size=cfg['batch_size']) 65 | --------------------------------------------------------------------------------