Tweets Analysis - Keyword: @jcmccaffrey
Overview
Total number of tweets analysed
88
Earliest tweet was on
2023-03-17
Latest tweet was on
2023-03-24
Tweets covering
6 days
Average age of authors' accounts
9 years
Summarization
Red Sox player Justin Turner may play as designated hitter on Monday after hitting on the field today, according to Alex Cora. Triston Casas was scratched from today's game due to left fifth finger pain. Tanner Houck is adding new pitches to his repertoire while refining his splitter, hoping to compete for a rotation spot. Nick Yorke is making adjustments to be successful and potentially reach the majors. Raimel Tapia cited the Red Sox's fan base as a major reason for signing with the team. There are discussions and speculation around injuries and player status. Jen McCaffrey wrote an article on The Athletic featuring Nick Yorke and his adjustments.
Topic Modeling
- Justin Turner's return from injury and potential DH role
- Injury updates on Triston Casas
- Tanner Houck's pitch repertoire and potential for a rotation spot
- Nick Yorke's adjustments for success in 2022
- Appreciation for @jcmccaffrey and the Red Sox community
Emotional Analysis
Overall, the tweets express a mix of excitement, concern, and curiosity about various aspects of the Red Sox team and its players. There is excitement about Justin Turner potentially playing on Opening Day and Tanner Houck developing new pitches. Concern is expressed about Triston Casas's finger injury. There is curiosity about Nick Yorke's development and changes to his stance. There are also humorous exchanges regarding injuries and terminology. The tweets reflect a passionate and engaged fan base that is invested in the team's success.
Trend Analysis
- Updates on the injury and recovery status of Red Sox players, such as Justin Turner and Triston Casas
- Reports on the development and improvement of Red Sox pitchers, including Tanner Houck
- Insight into Red Sox prospects and their potential for success, specifically Nick Yorke
- Engagement and appreciation from members of the Red Sox community, including SoxProspects and fans
- Discussion and analysis of Red Sox-related articles and content by Jen McCaffrey and other reporters, including stories about injury updates and player development
Types of Tweets
Number of Retweets
31
Percentage of total tweets
35%
Number of Original tweets
6
Percentage of total tweets
6%
Number of tweets that contain Mentions
88
Percentage of total tweets
100%
Number of tweets that were Replies
51
Percentage of total tweets
57%
Number of tweets that were Quotes
7
Percentage of total tweets
7%
Number of tweets that contain Hashtags
3
Percentage of total tweets
3%
Top 5 devices used to tweet
Source | Count |
---|---|
Twitter for iPhone | 42 |
Twitter for Android | 25 |
Twitter Web App | 16 |
Twitter for iPad | 2 |
TweetDeck | 2 |
What devices were used to tweet

Top 10 accounts with highest followers count
Username | Name | Bio | Followers count |
---|---|---|---|
TheAthleticMLB | The Athletic MLB | @TheAthletic's MLB home. Here for every story that matters. 📲 https://t.co/02vuVDyvpo | ❓ https://t.co/P8GZ83mMZl | 71,631 |
chadjennings22 | Chad Jennings | Red Sox writer for The Athletic. Former Missouri tractor driver. | 29,734 |
jcmccaffrey | Jen McCaffrey | Red Sox beat writer for @TheAthletic | Syracuse grad | Apologies for the typos and bad jokes | jmccaffrey@theathletic.com | 24,548 |
SoxProspects | SoxProspects.com | The official Twitter feed of https://t.co/Y1tmeik0E3, the web's number one source on the Boston Red Sox farm system. | 22,245 |
jimdalfino | Dr. Jim Dalfino | Physician Specializing on Spine and Joint Treatment | Avid #RedSox Fan | Consultant | Software Developer | 21,682 |
tylermilliken_ | Tyler Milliken ⚾️ | Nerd. Associate Producer for @ZoAndBertrand. Co-Host on @Carrabispod. @985TheSportsHub. | 18,231 |
nickgroke | Nick Groke | Writing about baseball for @TheAthletic. Play it cool, dig all jive. | 15,013 |
IanCundall | Ian Cundall | Director of Scouting - https://t.co/Y3zKJxiwHf; @SoxProspects Podcast co-host; University of Michigan and University College London alumnus. | 6,841 |
kevhines | Kevin Hines | kinda funny. | 5,616 |
ChrisHenrique | Chris Henrique | Founder of @BeyondtheMnstr •🎙@ObstructView + @RoundnThird Pod + @ShortHandedTks | 4,976 |
Top 10 accounts with highest friends count
Username | Name | Bio | Followers count |
---|---|---|---|
kenkenhall | Ken E. Hall | ❤️Father, Husband, Uncle, Brother, Boyfriend, Son, Nephew, Child of God, Grandson, Niece, Stepfather, 2nd Cousin, Stepson, FWB, CPO LLC,Soulmate, Boss, Friend❤️ | 5,001 |
_ffes_ | FFes | - | 2,756 |
tylermilliken_ | Tyler Milliken ⚾️ | Nerd. Associate Producer for @ZoAndBertrand. Co-Host on @Carrabispod. @985TheSportsHub. | 2,528 |
KO_Reporter | Kris Olson | If you want to change the world, shut your mouth, start this minute. Reporting on ⚖️ @masslw. Co-founder @MHDCurrent. Fantasy ⚾️ @BaseballHQ. Views my own. | 2,174 |
soxroc30 | Eric Catlin | Married father of 3. Works in the Surveillance Industry. Likes Syracuse basketball, Red Sox baseball, Patriots football Wild and Habs hockey!Let’s Go Tech | 1,690 |
PhilipZ87 | theCzar | - | 1,657 |
SteveRosenheim1 | Steve Rosenheimer | Sox, Pats, B's and C's..UConn basketball/baseball/hockey...FSU Football | 1,632 |
FloundOfPesh | Spouse Guy of Pesh | Voting guy, actor, game show host, 13-year midlife crisis. LLama. Taking back patriotism. he/him. Vassar/NUSL | video games: @TheTylersalt @gameandguess | 1,603 |
mikenothnagel | Mike N🥌thnagel | League curler | Crosswords | Fan of @RyanLavarnway, @middlebrooks, @chrisplys, @C_hodgy, @MattJamilton, @kdropkin, @kirkmuyres, @BradCurler | he/him | 1,560 |
jimdalfino | Dr. Jim Dalfino | Physician Specializing on Spine and Joint Treatment | Avid #RedSox Fan | Consultant | Software Developer | 1,434 |
Most active users
Username | Bio | Number of tweets |
---|---|---|
RedSox_Taiwan | Red sox fan & Taeyeon's fan | 13 |
cody_bondeson_ | #RedSox writer for @BellyUpSports. Just a person born with Spina Bifida who uses a wheelchair. Mostly Sox/MLB tweets, but occasionally non-sports stuff too. | 4 |
The_Warlock_86 | Pop Horror, Bruins, Celtics, Patriots & Red Sox' number 1 heel. Cult of Cornette | 2 |
MauriceBeans | Red Sox/LSU Football/Texans | 2 |
NewRoyalRooters | Watched Bob’s Discount Furniture commercials before you were born. Tuned in Ch 38. Still believe Dina Radja, Vaughn Eshelman & Ron Mercer could be champions | 2 |
GamezWolfnitez | - | 2 |
FloundOfPesh | Voting guy, actor, game show host, 13-year midlife crisis. LLama. Taking back patriotism. he/him. Vassar/NUSL | video games: @TheTylersalt @gameandguess | 2 |
chadjennings22 | Red Sox writer for The Athletic. Former Missouri tractor driver. | 2 |
TheAthleticMLB | @TheAthletic's MLB home. Here for every story that matters. 📲 https://t.co/02vuVDyvpo | ❓ https://t.co/P8GZ83mMZl | 2 |
ChrisHenrique | Founder of @BeyondtheMnstr •🎙@ObstructView + @RoundnThird Pod + @ShortHandedTks | 2 |
Tweets per day

Top 10 tweets with highest Retweet count
ID | Text | Retweet count |
---|---|---|
1636728064183877637 | Justin Turner is scheduled to hit on the field today and if all goes well Alex Cora says he could DH on Monday, per @jcmccaffrey. Fantastic news. He’s going to get an insane ovation on Opening Day. https://t.co/FYZLMl9b8I | 14 |
1637130280891736065 | Tanner Houck is adding new pitches to his repertoire. In addition to his sinker-slider combo, Houck has added a cutter while refining his splitter. Houck hopes his new pitches could put him in contention for a rotation spot, writes @jcmccaffrey. https://t.co/3GzfzF9SwI | 2 |
1638594136063483904 | As Nick Yorke prepares for a season likely to begin at Double-A, the dream of reaching the majors may not be far off. First, the Red Sox prospect will have to prove that 2022 was an anomaly. @jcmccaffrey on the adjustments Yorke is making to succeed: https://t.co/H6GFTFLCkT | 1 |
1638187150767267840 | Red Sox announced Triston Casas was scratched from today’s game against the Orioles with left fifth finger pain and is considered day to day, per @jcmccaffrey. https://t.co/c5oHCCKS9E | 1 |
1638950006421090305 | @BNightengale @jcmccaffrey I’ll believe MLB team $ losses when they all open their books up. | 0 |
1636833420687835136 | Um grande motivo pelo qual Raimel Tapia assinou com o Red Sox foi a torcida. “No ano passado, jogando em Toronto, mesmo quando os jogos ficaram fora de controle, ainda parecia um jogo de 1 a 1 em Boston”, disse ele. Via: @jcmccaffrey #Dirtywater #MLBnoBrasil https://t.co/XFcKhBZt4Z | 0 |
1637867763203989519 | @jcmccaffrey THATS MY DH | 0 |
1637854329234128898 | @jcmccaffrey What a crook | 0 |
1637168427763920897 | @tylermilliken_ @jcmccaffrey Awesome news!!!!!! | 0 |
1637140757113982981 | Nice to see I’m not the only one who sees Arroyo as an interesting option to lead off some days, as Cora indicated to @jcmccaffrey. It could make for an incredibly long lineup and if you didn’t like him in a late game spot you could still pinch hit. https://t.co/ZwwckA1ynn | 0 |
Top 10 tweets with highest Like count
ID | Text | Like count |
---|---|---|
1636728064183877637 | Justin Turner is scheduled to hit on the field today and if all goes well Alex Cora says he could DH on Monday, per @jcmccaffrey. Fantastic news. He’s going to get an insane ovation on Opening Day. https://t.co/FYZLMl9b8I | 480 |
1638187150767267840 | Red Sox announced Triston Casas was scratched from today’s game against the Orioles with left fifth finger pain and is considered day to day, per @jcmccaffrey. https://t.co/c5oHCCKS9E | 50 |
1637130280891736065 | Tanner Houck is adding new pitches to his repertoire. In addition to his sinker-slider combo, Houck has added a cutter while refining his splitter. Houck hopes his new pitches could put him in contention for a rotation spot, writes @jcmccaffrey. https://t.co/3GzfzF9SwI | 15 |
1638594136063483904 | As Nick Yorke prepares for a season likely to begin at Double-A, the dream of reaching the majors may not be far off. First, the Red Sox prospect will have to prove that 2022 was an anomaly. @jcmccaffrey on the adjustments Yorke is making to succeed: https://t.co/H6GFTFLCkT | 10 |
1636810111166414850 | I am proud to be a part of the @SoxProspects team and #RedSox community. Having others appreciate the information we put out and get some knowledge, enjoyment, entertainment, etc makes it all worth it for me. Thanks for sharing again, @jcmccaffrey! https://t.co/Bmjm4q8UO8 | 5 |
1636833420687835136 | Um grande motivo pelo qual Raimel Tapia assinou com o Red Sox foi a torcida. “No ano passado, jogando em Toronto, mesmo quando os jogos ficaram fora de controle, ainda parecia um jogo de 1 a 1 em Boston”, disse ele. Via: @jcmccaffrey #Dirtywater #MLBnoBrasil https://t.co/XFcKhBZt4Z | 4 |
1636762098444419072 | @tylermilliken_ @jcmccaffrey https://t.co/WBouBQLr0Y | 4 |
1638186824353890305 | @jcmccaffrey this is an excellent job of not saying a big strong athlete hurt his pinky | 2 |
1636729708095188994 | @PhilipZ87 @tylermilliken_ @jcmccaffrey bro got smoked in the face by a fastball and is back less than a month after it happened. pretty crazy to me | 2 |
1638562847352582146 | @jcmccaffrey @alexspeier @TheAthletic @mikenothnagel | 2 |
Top 3 Languages Used In Tweets

Top 10 Hashtags used
Hashtag | Count |
---|---|
#bang | 1 |
#dirtywater | 1 |
#mlbnobrasil | 1 |
#redsox | 1 |
Top 10 Hashtags Used In Tweets

Top 10 mentions
Mention | Count |
---|---|
@jcmccaffrey | 88 |
@tylermilliken_ | 12 |
@theathletic | 8 |
@alexspeier | 7 |
@chrishenrique | 7 |
@theathleticmlb | 4 |
@mikenothnagel | 2 |
@mauricebeans | 2 |
@jason_stellakis | 2 |
@soxprospects | 2 |
Top 10 mentions

Wordcloud of Tweets

Emojis
Average number of emojis used per tweet
5
Emojis used in tweets
Emoji | Count | Emoji Text |
---|---|---|
🙄 | 1 | face_with_rolling_eyes |
⤵️ | 1 | right_arrow_curving_down |
😲 | 1 | astonished_face |
😂 | 1 | face_with_tears_of_joy |
🤣 | 1 | rolling_on_the_floor_laughing |
Emojis groups
Emoji Group | Count |
---|---|
Smileys & Emotion | 4 |
Symbols | 1 |