Table 2 Top 10 topics of prompts to ChatGPT. We hide personal names with 〈personal name〉. Topic words are determined by cluster-wise TF-IDF (c-TF-IDF) and representative text indicates the core points of each cluster as output by HDBSCAN
From: Public perception of generative AI on Twitter: an empirical study based on occupation and usage
Topic | Count | Topic words | Representative text |
|---|---|---|---|
Covid-19 | 650 | vaccine, covid, covid19, virus, pandemic | Are the covid vaccines safe? |
Rap music composition | 637 | rap, lyric, song, verse, eminem | Write me a rap song in the style of eminem |
Multilingual translation | 583 | translate, spanish, english, japanese, translation | Translate that into English, please. |
Role-playing games | 547 | game, adventure, rpg, play, zork | do you want to play a game with me |
Rhymed poetry | 445 | rhyme, poem, rhyming, poetry, twofer | write a poem about Al |
AI language model | 408 | large, language, model, trained, assistant | do you or any other large language model understand what you say? |
Tweet writing | 363 | tweet, chatgpt, twitter, post, thread | Write a Tweet about ChatGPT |
Personal identification | 359 | chris, who, matt, giuseppe, sean | But who is exactly this 〈personal name〉? |
Cooking and recipes | 352 | recipe, ingredient, dish, meal, garlic | using only these ingredients find me an easy recipe for a meal. beans and bread. |
ASCII art creation | 347 | ascii, art, draw, drawing, face | do you know ascii art? |