PlayChoices - Tweet Data Analysis
Tweets Analysis - Keyword: @PlayChoices
Published April 9, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-22
Earliest tweet was on
2023-02-12
Total number of tweets analysed
371
Average age of authors' accounts
5 years
Summarization
Players are expressing frustration with the frequency of gender-locked books in the Choices app and are calling for more gender of choice (GOC) options. They also express disappointment with the lack of LI options and the use of diamond farming. Some speculate that books are gender-locked due to the difficulty of creating outfits for male MCs. Fans also request more unique LI options and smarter MCs. Finally, it is noted that one book has become gender-locked.
Topic Modeling
- Genderlocking of books
- Desire for more frequent releases
- Frustration with PB's decisions
- Preference for non-genderlocked books
- Specific comments on storylines and characters
Emotional Analysis
The tweets express a range of emotions from disappointment, frustration, and annoyance with the genderlocking in certain books to excitement and appreciation for the new releases and characters. Some people are calling on PlayChoices to do better and give more options for LI characters, while others are happy with the new attractive LIs. Some fans are even speculating about the reasons behind the genderlocking and calling for more diverse and unique characters in the books. Overall, there is a strong desire among fans for more inclusive and diverse representation in PlayChoices books.
Trend Analysis
- Criticism of genderlocking in Choices books
- Desire for more frequent releases of books with gender options
- Excitement and appreciation for Choices overall
- Critique of lack of diversity in love interests/personalities
- Discussion of game mechanics, including diamond farming and completed spell books
Disclaimer: The text analysis on twtdata.com, powered by OpenAI, does not represent the views of twtdata.com or its affiliates. The analysis is for informational purposes only and not an endorsement of any viewpoint.
Types of Tweets
Number of Retweets
45
12% of total
Number of Original tweets
28
7% of total
Number of tweets that were Quotes
2
0% of total
Number of tweets that were Replies
299
80% of total
Number of tweets that contain Hashtags
10
2% of total
Number of tweets that contain Mentions
371
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for Android | 172 |
| Twitter for iPhone | 114 |
| Twitter Web App | 73 |
| Twitter for iPad | 11 |
| Black Art | 1 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| jessiejones187 | Jessie Jones | #teamlakers #lakeshow #larams #RamsHouse #teamfollowback #chamillitary for life. #1DDrive #sfgiants | 64,151 |
| kazuyally | milk | ♡ @narummei @icanbecraze ____ 𝘭𝘦𝘵 𝘶𝘴 𝘥𝘪𝘦 𝙮𝙤𝙪𝙣𝙜 𝘰𝘳 𝘭𝘦𝘵 𝘶𝘴 𝘭𝘪𝘷𝘦 𝙛𝙤𝙧𝙚𝙫𝙚𝙧 | 3,570 |
| abovegrailroad | Above Ground | Black Art in all its forms. | 3,257 |
| sapphicwylies | emmy | sofia wylie stan first, milfs enthusiast second, human third | fan account | 3,230 |
| martiankat | Kat | She/They 💗💜💙| @PlayChoices Partner | I stream visual novels & MMOs, tell #CornyJokes & talk pop culture| Goal: A ring light & stand- https://t.co/9IESxEw3zs | 2,407 |
| QunetteByes42 | Qunette Byes | My best friend is my sister. Jeremiah, Keagan, and Landon are my inspiration. Giving God all the glory. | 1,721 |
| _sunshinebae | 𝑳𝒂𝒏𝑵𝒂 ☽︎☾︎ | asumari fanfiction ✍ | #Mari: Wanna go on a date? ⠀⠀⠀⠀⠀⠀⠀⠀ #Asuka: ...I'm sorry? A date? ⌷ idade Taylor Swiift (22y) | a/ela/a | bi sexy uau | 1,288 |
| KelleyLi1974 | KelleyLi⁷ ❂⟬⟭ ⟭⟬💜༄₊❈˚⁴ˣ⁴‧ ₊✜˚ MOA⁷『+✶𖧵』Tzen¹²⁷ | #Multisexual #BlackAuthor✍🏾👩🏿🦳 #AutismMom 👩👦 #Blaccinated💉#Immunocompromised😷 #ProudIntrovert #BLM #ProudARMY 💜@BlackAuthorKel1 #AIBf #AISupporter | 1,267 |
| melbbsbk610 | Melissa Anderson (#Gemini ❤️🖤) | #LoveisLove🏳️🌈 Survivor; #Bisexual and Proud💜💙 #TheSims4 Supporter & Player #Choices 📖 #Swiftie #NancyDrew 🔦🔎👻🕵🏼♀📺❤️🔥🧑💻 #GoDawgs❤️🖤🏈🐾 | 1,217 |
| SamuelWang2018 | Samuel Wang | Once you eliminate the impossible, whatever remains, no matter how improbable, must be the truth🇺🇸🍑👦✝️🛒 | 1,105 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| jessiejones187 | Jessie Jones | #teamlakers #lakeshow #larams #RamsHouse #teamfollowback #chamillitary for life. #1DDrive #sfgiants | 55,227 |
| SamuelWang2018 | Samuel Wang | Once you eliminate the impossible, whatever remains, no matter how improbable, must be the truth🇺🇸🍑👦✝️🛒 | 5,005 |
| FlowerNewsQueen | Stream “Aventador” by Teodora 🐻 | Yasmin🥰😘 | “Laws of Attraction” fangirl | Self taught nail artist since 2017 💋| #abc7eyewitness | @abc7danny's hypewoman♏| 🇲🇽🇺🇲 Choices/Romance Club💋 | 3,978 |
| BeachNights21 | Neptune | 🌃🌊 tumblr: https://t.co/sTCSVPRPrl | 3,214 |
| QunetteByes42 | Qunette Byes | My best friend is my sister. Jeremiah, Keagan, and Landon are my inspiration. Giving God all the glory. | 2,682 |
| KelleyLi1974 | KelleyLi⁷ ❂⟬⟭ ⟭⟬💜༄₊❈˚⁴ˣ⁴‧ ₊✜˚ MOA⁷『+✶𖧵』Tzen¹²⁷ | #Multisexual #BlackAuthor✍🏾👩🏿🦳 #AutismMom 👩👦 #Blaccinated💉#Immunocompromised😷 #ProudIntrovert #BLM #ProudARMY 💜@BlackAuthorKel1 #AIBf #AISupporter | 2,613 |
| fe11star | knight of descartes✨🥀 | kat. Itinerant dilettante, 31. also law school grad? "fancies herself cultured." I put my spacesuit on one leg at a time. period dramas/animanga/vidya games | 2,503 |
| keys_nicolas | Nicolas Keys | - | 2,397 |
| Cofe6370 | Blue | $Cofe6370 | 2,297 |
| D1NOnly_23 | Derek Wilson | #Rapper #Basketball #Blue Phi #UNCC #JTown Music #704 #Quad Club #TailClub #Lyricist #Capricorn follow @rhogammasigmas #OPMLaFamilia #author | 1,974 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| Tiffany17463928 | - | 24 |
| Amber10199 | Account to discuss Choices,Lovestruck,and Romance Club She/Her🌈🏳️🌈 Fan of OITNB, Killing Eve, Wynonna Earp, Golden Girls and WentWorth | 15 |
| thottyguhh | @thottygworl back up since twitter broke ass decided to suspend my account #aonung 🫶🏾 #neteyam | 12 |
| Fuze83 | Believe in yourself you’re worth everything. #NOH8 #LoveIsLove | 11 |
| SamuelWang2018 | Once you eliminate the impossible, whatever remains, no matter how improbable, must be the truth🇺🇸🍑👦✝️🛒 | 10 |
| MaeWilbon | #1619Project#BlackLove❤️🖤💚✊🏽#BlackLivesMatter#BlackVotersMatter#AntiHate#AntiBullying#PoliceReform#BlackFarmers#Eldercare#Caregivers#STEM#TheArts | 8 |
| lewdychoices | High School Story/Choices: Stories You Play shitposter. Aiden is my love.21, She/Her, Questioning wlm. Semi-NSFW. Read my carrd before you follow. | 8 |
| martiankat | She/They 💗💜💙| @PlayChoices Partner | I stream visual novels & MMOs, tell #CornyJokes & talk pop culture| Goal: A ring light & stand- https://t.co/9IESxEw3zs | 8 |
| Accismustyle | Always speak respectfully. Even if what you have to say is bad, you could at least be polite about it! | 8 |
| Nicky22223 | - | 7 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1625656242302750720 | Skye parents were so wrong for this😡 @PlayChoices https://t.co/whuqOEWAKR | 3 |
| 1625932763324100609 | That’s my Reagan🎤 @PlayChoices https://t.co/5fCZneGwDO | 3 |
| 1627804183364780032 | Both spell books completed🪄 @PlayChoices https://t.co/9dgfz9Tp0u | 2 |
| 1626302580790816773 | @PlayChoices Your books? Genderlocked. | 2 |
| 1625657228882767872 | @Simp4Aislinn @PlayChoices She wanted their love so badly | 2 |
| 1627391384012599296 | @PlayChoices Hoping there's no Poppy wannabe at your college Aneesa 😅 | 2 |
| 1625593502032617478 | “Looking Back at Your Love” Happy Valentine’s Day @PlayChoices #ValentinesDay #blackart #BlackArtist #ArtistOnTwitter #playchoices https://t.co/Iruve8j87T | 2 |
| 1625220492545105926 | @PlayChoices ❤ https://t.co/LrfCHBz8YI | 1 |
| 1627806080435625984 | @Amber10199 @PlayChoices I want a third book | 1 |
| 1625769521557676032 | I commissioned @KaidoMasuhiro fanart of #ZigOrtega from #TheFreshman, one of the stories from the app Choices: Stories You Play, practicing ballet. Zig looks fine, and I hope everyone else likes … | 1 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1627391651973935104 | @PlayChoices So, what's the excuse for this one being genderlocked? https://t.co/IGLrEn7GP7 | 38 |
| 1627390436485607426 | @PlayChoices Do better with goc books being more frequent https://t.co/O6rQ1IkoIB | 33 |
| 1625220492545105926 | @PlayChoices ❤ https://t.co/LrfCHBz8YI | 31 |
| 1627028136561967104 | @PlayChoices Y’all acting like you don’t see every comment about your decisions to unnecessarily genderlock books https://t.co/4YEwaGpdmp | 31 |
| 1628146258270380033 | @PlayChoices Me just over here quietly missing the days when we’d have LI options because we don’t all like the same type personality wise 😭 https://t.co/GVZejO24Lw | 31 |
| 1626302580790816773 | @PlayChoices Your books? Genderlocked. | 30 |
| 1627752976981889035 | @PlayChoices It’s gender locked so we will be Diamond farming for blades of light and shadow and crimes of passion book 2 https://t.co/o1ILp3RupP | 30 |
| 1627393181796155393 | @PlayChoices Bet y'all anything PB genderlocks this one probably because they didn't want to make sexy outfits and lingerie for a male MC lol. Then again, we all know that … | 23 |
| 1627053212674179074 | @PlayChoices I'm looking forward to this story but even as a female player, all the books being genderlocked is too much. I think the issue should be addressed. Whether you … | 22 |
| 1627804183364780032 | Both spell books completed🪄 @PlayChoices https://t.co/9dgfz9Tp0u | 21 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #pixelberry | 3 |
| #choicesgame | 3 |
| #redcarpetdiaries | 2 |
| #hollywoodu | 2 |
| #likes | 2 |
| #views | 2 |
| #valentinesday | 2 |
| #blackart | 2 |
| #blackartist | 2 |
| #artistontwitter | 2 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @playchoices | 373 |
| @amber10199 | 22 |
| @martiankat | 9 |
| @thottyguhh | 9 |
| @tiffany17463928 | 6 |
| @lewdychoices | 6 |
| @jcgriffinwrites | 6 |
| @chloeeagius | 6 |
| @maewilbon | 5 |
| @choices2li2 | 5 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
60
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 😩 | 20 | weary_face |
| ❤️ | 17 | red_heart |
| 😭 | 14 | loudly_crying_face |
| 😍 | 9 | smiling_face_with_heart-eyes |
| 🙏 | 9 | folded_hands |
| 😂 | 8 | face_with_tears_of_joy |
| 🤣 | 7 | rolling_on_the_floor_laughing |
| 😁 | 6 | beaming_face_with_smiling_eyes |
| 🎓 | 5 | graduation_cap |
| ❤ | 5 | red_heart |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 165 |
| People & Body | 24 |
| Objects | 20 |
| Symbols | 4 |
| Activities | 4 |
| Animals & Nature | 4 |
| Travel & Places | 3 |
| Food & Drink | 1 |
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