Tweets Analysis - Keyword: @PenguinClass
Overview
Total number of tweets analysed
142
Earliest tweet was on
2023-03-21
Latest tweet was on
2023-03-30
Tweets covering
8 days
Average age of authors' accounts
10 years
Summarization
The tweets promote various books published by PenguinClass and their positive reception among readers and critics. They also include shoutouts to teachers and praise for the power of reading aloud. Topics range from STEM and nature to fictional adventures and educational concepts. Some tweets showcase positive reviews or honorable mentions from sources such as ALA_Booklist and ReadBrightly.
Topic Modeling
- Children's literature and publishing industry
- Book promotion and reviews
- Literacy and reading culture
- Diversity and social justice in literature
- Environmentalism and nature
Emotional Analysis
The tweets express a range of positive emotions, including gratitude for book reviews and support, excitement over book sales and upcoming releases, pride in personal accomplishments, and satisfaction with positive feedback. There is also a sense of community and connection with fellow writers and readers, as well as an emphasis on the importance of reading and empathy.
Trend Analysis
- Fenway and Hattie book series
- Children's literature and publishing
- Book reviews and recommendations
- Diversity and inclusion in literature
- Promotion and marketing of books
Types of Tweets
Number of Retweets
72
Percentage of total tweets
50%
Number of Original tweets
23
Percentage of total tweets
16%
Number of tweets that contain Mentions
142
Percentage of total tweets
100%
Number of tweets that were Replies
43
Percentage of total tweets
30%
Number of tweets that were Quotes
9
Percentage of total tweets
6%
Number of tweets that contain Hashtags
64
Percentage of total tweets
45%
Top 5 devices used to tweet
Source | Count |
---|---|
Twitter for iPhone | 68 |
Twitter Web App | 45 |
Twitter for Android | 13 |
TweetDeck Web App | 8 |
Twitter for iPad | 3 |
What devices were used to tweet

Top 10 accounts with highest followers count
Username | Name | Bio | Followers count |
---|---|---|---|
foxville_art | anoosha syed | 🇨🇦🇵🇰 illustrator + character designer// clients include disney jr, dreamworks tv, warnerbros, netflix, google 🍉✨// repped by @fullcirclelit | 104,526 |
pragmaticmom | PragmaticMom | Co-Creator Multicultural Children’s Book Day #ReadYourWorld🌎📚Blogging on diversity #KidLit & parenting⛩🏮🎎Co-Author @howtocoachgirls⚽️Co-Founder @aquent | 72,933 |
halseanderson | Laurie Halse Anderson is still in shock | 2023 Astrid Lindgren Memorial Award Laureate. Fighting censorship since 1999. Kids need books as much as they need love & laughter. | 60,074 |
ALA_Booklist | ALA_Booklist | Book #reviews, readers' advisory, & insight for #librarians & book lovers, from the experts at ALA. Order BOOKLIST READER in print now: https://t.co/VOQwDSoPYT | 44,447 |
PatrickTheGiver | @PatrickTheGiver | Patrick J. Rhodes • My work is devoted to boosting moral in my community. patrickthegiver@gmail.com 📍Tampa Bay #ToyDrive 👉https://t.co/I5LiHxyXj6 | 33,173 |
joshfunkbooks | Josh Funk | I write books for adults to read to children so that children fall in love with reading. e.g. Lady Pancake & Sir French Toast, My Pet Feet, Dear Dragon, & more | 31,184 |
mattdelapena | Matt de la Pena | I write books for young people. | 29,740 |
elisazied | Elisa Zied | Writer for children and young adults, VCFA grad (MFA, July 2020), author of four nutrition books, & proud wife/mother of two. 🎬 🎭📺 🎧📚 🍫🌺 | 26,499 |
mcmsharksxx | Melissa Cristina Márquez | Multi-hyphenate #LatinainSTEM 🇵🇷🇲🇽 (she/her) | wildlife educator & marine scientist 🦈 #sharks #scicomm | writer: @forbesscience #WildSurvival @Scholastic | 26,123 |
aishacs | Aisha Saeed | NYT bestselling author of Amal Unbound. Drinker of chai. Founding member of #WeNeedDiverseBooks (she/her). OUT NEXT: Omar Rising 2/1/22 | 23,643 |
Top 10 accounts with highest friends count
Username | Name | Bio | Followers count |
---|---|---|---|
pragmaticmom | PragmaticMom | Co-Creator Multicultural Children’s Book Day #ReadYourWorld🌎📚Blogging on diversity #KidLit & parenting⛩🏮🎎Co-Author @howtocoachgirls⚽️Co-Founder @aquent | 30,016 |
joshfunkbooks | Josh Funk | I write books for adults to read to children so that children fall in love with reading. e.g. Lady Pancake & Sir French Toast, My Pet Feet, Dear Dragon, & more | 16,975 |
nancyrosep | Nancy Paulsen | Publishes books for kids at Penguin, including Brown Girl Dreaming, Fish in a Tree, and Amal Unbound. Listens to Zappa, Coltrane and NOLA Jazz... | 9,749 |
PatrickTheGiver | @PatrickTheGiver | Patrick J. Rhodes • My work is devoted to boosting moral in my community. patrickthegiver@gmail.com 📍Tampa Bay #ToyDrive 👉https://t.co/I5LiHxyXj6 | 9,586 |
elisazied | Elisa Zied | Writer for children and young adults, VCFA grad (MFA, July 2020), author of four nutrition books, & proud wife/mother of two. 🎬 🎭📺 🎧📚 🍫🌺 | 8,212 |
lafcreative | Luke Flowers 🐸 | Illustrator/Author/Dad/🏀! My latest📚: #143neighbor #MobyShinobi #ThatMonsterOnTheBlock #LabyrinthABC #SparkleDragons #UnicornChristmas #TrekTheHalls | 6,782 |
Joni_Looking | Joni HORSEs🐴 | I'm a VietNam-Vet FIGHTing 2: END Horse Slaughter & Bring Our DePORTED VETs Back Home! *During DownTime; I Listen to @StevePerryMusic & DesignQuilts | 6,402 |
TeresaRobeson | Teresa Robeson 何顥思 | Author * kidlit, diversity, science * Mastodon: @TeresaRobeson@c.im * SO: @indianaclimate * Rep: @TracyMarchini * she/her * no DMs except friends * 🇭🇰🇨🇦🇺🇸 | 6,318 |
aj_irving | A.J. Irving preorder THE WISHING FLOWER 🐦🌈☀️ | Mama. Wordsmith. Kidlit enthusiast. THE WISHING FLOWER w/@kipalizadeh (@KnopfBFYR, May 30, 2023); DANCE LIKE A LEAF (@BarefootBooks) she/her 🏳️🌈 | 6,314 |
profamandakirby | Amanda Kirby | CEO DO-IT Solutions / parent and grandma of wonderful ND family /Oddball/ Educator/medic/author/tech entrepreneur/researcher/DCD/ND campaigner | 5,564 |
Most active users
Username | Bio | Number of tweets |
---|---|---|
victoriajcoe | Author of books for children. NEW: Fenway and the Loudmouth Bird coming April 4th from @penguinkids. Instagram: @victoriajcoe | 13 |
pragmaticmom | Co-Creator Multicultural Children’s Book Day #ReadYourWorld🌎📚Blogging on diversity #KidLit & parenting⛩🏮🎎Co-Author @howtocoachgirls⚽️Co-Founder @aquent | 4 |
pubspotlight | We love matching books with teachers and librarians and display books from publishers of all sizes and from all over the world at conferences. | 4 |
kmoorebooks | Author, Teacher, Cookie Eater 🍪 PBs: Hope Is A Hop, Grumpy New Year, Sometimes Love, One Hug ❤️ CBs: Teeny Houdini 🎩✨Rep: @AndreaAgency Writers House | 4 |
IsaacAimee | #PB Author THE PLANET WE CALL HOME (2023 @Philomelbooks) Rep'd by @AliceSFugate #kidlit, #12x12pb #scbwi #endalz #plasticfree #cleanwater | 3 |
AzizaEvans | A book worm and food and dog lover and a book reviewer who loves the library https://t.co/HbS2uAQVFk | 3 |
nancyrosep | Publishes books for kids at Penguin, including Brown Girl Dreaming, Fish in a Tree, and Amal Unbound. Listens to Zappa, Coltrane and NOLA Jazz... | 3 |
halseanderson | 2023 Astrid Lindgren Memorial Award Laureate. Fighting censorship since 1999. Kids need books as much as they need love & laughter. | 2 |
lafcreative | Illustrator/Author/Dad/🏀! My latest📚: #143neighbor #MobyShinobi #ThatMonsterOnTheBlock #LabyrinthABC #SparkleDragons #UnicornChristmas #TrekTheHalls | 2 |
ITcreswellmnps | Isaiah T. Creswell Middle Magnet School of the Visual and Performing Arts. The only Nashville middle school for the performing and visual arts. #AVID | 2 |
Tweets per day

Top 10 tweets with highest Retweet count
ID | Text | Retweet count |
---|---|---|
1638254145869082640 | A sneak peek into this engaging, stunning, fun, and sobering graphic novel about a very special man and the fate of his entire nation. https://t.co/SDu3BboXR4 @TeresaRobeson Angela Poon @PenguinClass #kidlit https://t.co/MWH0Bo3CUS | 5 |
1638879509683531777 | Thank you, @ALA_Booklist for the lovely review! This beautiful book is on shelves and ready to inspire! #stem #nature #kidlit #EarthDay2023 @PhilomelBooks @jaimekimil @PenguinClass @penguinkids @AliceSFugate @GreenPb2023 @PicBookJunction @SteamTeamBooks https://t.co/4aFS9RTwSs | 5 |
1640333247748927488 | On Beagles & Books’ #IMWAYR, Bella & I share reviews of the upcoming releases of monster poems & a new Fenway adventure as well as an engaging color concept picture book with an inquisitive snail out now! https://t.co/kZDRLJpMdB #heaglesandbooks #bookexcursion @PenguinClass https://t.co/Bk7TG9Froh | 4 |
1639612989941612544 | “A fun & incredibly useful introduction to reuse & recycling” Can I Recycle This? @PenguinClass #NSTA23 Booth 1804 https://t.co/SbYuVe3eXe | 3 |
1640504454922338307 | Take it from Bella! Fenway and the Loudmouth Bird (@penguinkids 4/4/23) is tongue-lollingly pawsome! Read her (and @lauramossa's) full review here: https://t.co/x3sCrTxLex #kidlit #chapterbooks @GalltZacker @PenguinClass https://t.co/IoASYAVsaM | 3 |
1640779525972963328 | #teachers #librarians I'll be offering FREE 20min Zoom visits in May for my newest #picturebook I'M AN AMERICAN. To learn when sign-ups open register for my author newsletter: https://t.co/yOgq4dJbH5 @PenguinClass #ImAnAmerican #AmericanValues #ImmigrationHistory https://t.co/TJQtQoXv8v | 3 |
1638508347660853250 | More to see at Booth 1804 during #NSTA23 from @LittleBrownYR @LATheatreWorks @MaginationPress @MerriamWebster @NYRBooks @PapercutzGN @PenguinClass @randomhousekids @ReadersToEaters @SimonKIDS @SourcebookKids @tilburyhouse @tigertalesbooks & @WorkmanKids too | 2 |
1639340273649213441 | It's official! SO excited 2 welcome @TorreyMaldonado 4 our #srmsct 4/6 @ADL #NoPlaceForHate event & virtual #booktalk w our #OneBookTwoSchools friends @RPMS_School! #WhatLane #HANDS #acceptance #allyship #srmsctreads #MGLit @RidgefieldPS @PenguinClass #KidsNeedBooks #diversebooks https://t.co/pM0tEeUuq3 | 2 |
1640835823431045125 | Just saw writing rock star @PatZMiller on @WKOW with @anoggle_wkow discussing @DollyParton @ImagLibMidTN! #InOurGardenBook #AGirlCanBuildAnything @PenguinClass @MSNReadingProj https://t.co/377HkQqGzm | 2 |
1638851145174249473 | Wowza! Fenway & Hattie and the Evil Bunny Gang is in its 5th printing! (Not bad for a sequel!!!) File this under Random Things You Can Learn at a Book Signing! @GalltZacker @penguinkids @PenguinClass @readtothem @ScholasticClub https://t.co/1Le9T8EcvG | 2 |
Top 10 tweets with highest Like count
ID | Text | Like count |
---|---|---|
1638879509683531777 | Thank you, @ALA_Booklist for the lovely review! This beautiful book is on shelves and ready to inspire! #stem #nature #kidlit #EarthDay2023 @PhilomelBooks @jaimekimil @PenguinClass @penguinkids @AliceSFugate @GreenPb2023 @PicBookJunction @SteamTeamBooks https://t.co/4aFS9RTwSs | 16 |
1638851145174249473 | Wowza! Fenway & Hattie and the Evil Bunny Gang is in its 5th printing! (Not bad for a sequel!!!) File this under Random Things You Can Learn at a Book Signing! @GalltZacker @penguinkids @PenguinClass @readtothem @ScholasticClub https://t.co/1Le9T8EcvG | 16 |
1640136243773046784 | When your buddy @CatBallouMealey faces out your book and sends you a picture! ❤️ @WorkshopBooks @PenguinClass @penguin https://t.co/AJrU3QfdyN | 15 |
1640504454922338307 | Take it from Bella! Fenway and the Loudmouth Bird (@penguinkids 4/4/23) is tongue-lollingly pawsome! Read her (and @lauramossa's) full review here: https://t.co/x3sCrTxLex #kidlit #chapterbooks @GalltZacker @PenguinClass https://t.co/IoASYAVsaM | 14 |
1638254145869082640 | A sneak peek into this engaging, stunning, fun, and sobering graphic novel about a very special man and the fate of his entire nation. https://t.co/SDu3BboXR4 @TeresaRobeson Angela Poon @PenguinClass #kidlit https://t.co/MWH0Bo3CUS | 14 |
1639770498530770944 | Nipsey Hussle plays a significant role in Hands & if you’ve read Hands you know. Great to see Nips honored too in the @smithsonian. @penguinusa @nancyrosep @PenguinClass https://t.co/WRfTmQAcZl | 13 |
1638691671951933440 | This amazing @OaksSchool3 2nd grade teacher has been reading Fenway and Hattie aloud every spring for YEARS! I ❤️ following their progress & reaction every time! Go, Mrs. Rossberg! @GalltZacker @PenguinClass https://t.co/xxku8aFvk5 | 12 |
1640835823431045125 | Just saw writing rock star @PatZMiller on @WKOW with @anoggle_wkow discussing @DollyParton @ImagLibMidTN! #InOurGardenBook #AGirlCanBuildAnything @PenguinClass @MSNReadingProj https://t.co/377HkQqGzm | 11 |
1638137763135385601 | I dedicated Fenway and the Loudmouth Bird (@penguinkids 4/4/23) to Rose. Here's why: https://t.co/LnDfXhyAUl #kidlit #newkidlit #chapterbook #audiobooks @penguinclass https://t.co/rTrkodPBO3 | 10 |
1640321301817507842 | PSA - Never underestimate the power of reading aloud. @GalltZacker @PenguinClass @readtothem https://t.co/fGQ0vBUhGn | 10 |
Top 3 Languages Used In Tweets

Top 10 Hashtags used
Hashtag | Count |
---|---|
#bookbirthday | 12 |
#kidlit | 10 |
#nsta23 | 5 |
#womenshistorymonth | 4 |
#chapterbooks | 3 |
#imwayr | 2 |
#heaglesandbooks | 2 |
#bookexcursion | 2 |
#inourgardenbook | 2 |
#agirlcanbuildanything | 2 |
Top 10 Hashtags Used In Tweets

Top 10 mentions
Mention | Count |
---|---|
@penguinclass | 143 |
@penguinkids | 35 |
@galltzacker | 21 |
@victoriajcoe | 12 |
@ala_booklist | 8 |
@jaimekimil | 7 |
@readtothem | 7 |
@meliwai | 7 |
@parnassusbooks1 | 6 |
@penguinteen | 6 |
Top 10 mentions

Wordcloud of Tweets

Emojis
Average number of emojis used per tweet
87
Emojis used in tweets
Emoji | Count | Emoji Text |
---|---|---|
✨ | 15 | sparkles |
❤️ | 13 | red_heart |
⬇️ | 6 | down_arrow |
🐰 | 6 | rabbit_face |
📚 | 5 | books |
🦄 | 5 | unicorn |
🤩 | 4 | star-struck |
⭐ | 4 | star |
💗 | 4 | growing_heart |
📗 | 4 | green_book |
Emojis groups
Emoji Group | Count |
---|---|
Smileys & Emotion | 38 |
Animals & Nature | 24 |
Activities | 20 |
Travel & Places | 14 |
Objects | 13 |
Symbols | 9 |
People & Body | 6 |