Tweets Analysis - Keyword: @SFUnified
Overview
Total number of tweets analysed
466
Earliest tweet was on
2023-03-20
Latest tweet was on
2023-03-29
Tweets covering
9 days
Average age of authors' accounts
7 years
Summarization
Twitter users are criticizing San Francisco Unified School District for its failed math equity experiment and for not addressing violence and crime committed by students. City leaders and the school district are taking steps to address these issues, but some tweets argue that punishment and discipline rather than violence prevention programs are needed. There are also concerns about the salary differences between district administrators and teachers. Some tweets suggest an emphasis on school choice rather than wasting money on consultants. Other tweets document positive events within the school district, such as a Special Olympics celebration and a class on ending sexual violence.
Topic Modeling
- Violence and safety concerns in SFUnified schools
- Math equity experiment and its limitations
- Hiring and compensation for educators in SFUnified
- Program and policy proposals for preventing violence
- Social and political critiques of SFUnified and its leadership
Emotional Analysis
The tweets express a range of emotions including frustration, anger, concern, gratefulness, and sarcasm towards issues related to education, violence prevention, and law enforcement in San Francisco. Some tweets express disappointment in the failure of certain programs, while others call for more action in addressing violent crime. Some express gratitude for opportunities to contribute towards prevention efforts and education, while others use sarcasm to critique certain policy approaches. Overall, the tweets highlight the complexity and diversity of perspectives related to these issues in the community.
Trend Analysis
- Violent incidents involving students in San Francisco
- Frustration with @SFUnified's policies and decisions
- Concerns about math education and equity
- Calls for accountability and punishment of perpetrators
- Efforts to improve mental health resources and prevention programs
Types of Tweets
Number of Retweets
91
Percentage of total tweets
19%
Number of Original tweets
49
Percentage of total tweets
10%
Number of tweets that contain Mentions
466
Percentage of total tweets
100%
Number of tweets that were Replies
311
Percentage of total tweets
66%
Number of tweets that were Quotes
37
Percentage of total tweets
7%
Number of tweets that contain Hashtags
59
Percentage of total tweets
12%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter for iPhone | 197 |
| Twitter Web App | 192 |
| Twitter for Android | 49 |
| Twitter for iPad | 14 |
| Hootsuite Inc. | 6 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| LondonBreed | London Breed | 45th Mayor of the City and County of San Francisco. | 131,443 |
| KPIXtv | CBS News Bay Area | News, Sports, Weather, Traffic & the Best of the Bay Area. Tag your 📸 : #KPIX Download our app: Apple: https://t.co/Qzp5XUOA7p Android: https://t.co/ujRPcmwBR3 | 117,127 |
| JenniferSey | Jennifer Sey | Mom of 4, author of "Levi's Unbuttoned" & "Chalked Up." Email: pressinquiries@seyeverything.com | 112,389 |
| RealJohnDennis | John Dennis | Chairman, San Francisco Republican Party. CAGOP Chair of Chairs. Vice Chair, @RLibertyCaucus. Former Pelosi opponent. Proud husband/father. Dog person. 🏌️♂️ | 45,770 |
| activeasian | Asian Crime Report | Asian Hate Crime reporters. Raising awareness of anti Asian violence and racism in 🇺🇸. Asian cultures and issues. SF Bay Area crime. | 35,989 |
| RecParkSF | San Francisco Recreation and Park Department | The San Francisco Recreation and Park Department manages more than 220 parks, including Golden Gate Park, Coit Tower and Dolores Park | 32,643 |
| EdSource | EdSource | EdSource is a nonprofit journalism organization reporting on education issues in California. Largest education reporting team in the state. | 23,113 |
| SFPublicLibrary | SF Public Library | Dedicated to free & equal access to information, knowledge, independent learning & the joys of reading for our diverse community. | 22,397 |
| thepostdoctoral | The Postdoctoral | #postdoc #postdoctoral #matchmaking #postgraduate #fellowship #sciencejobs #postdocjobs #scholar #grants #research #job by @CrowdJournals LLC | 16,399 |
| SFUnified | SF public schools | Every day SFUSD strives to provide each & every student the quality instruction & equitable support required to thrive in the 21st century. #WeAreSFUSD | 15,770 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| thepostdoctoral | The Postdoctoral | #postdoc #postdoctoral #matchmaking #postgraduate #fellowship #sciencejobs #postdocjobs #scholar #grants #research #job by @CrowdJournals LLC | 18,010 |
| WillResistAdmin | Tenacious “T” #VoteBlueToEndTheViolence 🌻 | Always trying to fight for what's right...Mass Media Law & Ethics,Mom of 3 men, volunteer, & more...other page reserved for photography & design #UnitedWeStand | 7,130 |
| MisterAndyWong | Andy Wong | Feminist, California native & uncle to 2 great kids. Now: @CAAsanfrancisco + @StopAAPIHate. Then: @EdTrustWest, @GiffordsCourage, @RoKhanna & @BarackObama. | 6,671 |
| luckey_twitt | Matthew Luckey | TRANS, GENDER-QUEER DISABLED VETERAN, VICTIM OF MST, SURVIVING IN CHINATOWN, SAN FRANCISCO SINCE 2003. | 6,329 |
| mrhealthteacher | Christopher Pepper (He/Him) | I write curriculum, train teachers, + advocate for ALL students to have the modern #healthed classes they deserve (including comprehensive #SexEd and #consent) | 5,755 |
| 11thJeff | Jeffrey Phillips | It's the #IdesofMusk Get the f— off Twitter for a while. You don't have to go to mastodon or sfba dot social, but don't stay here, feeding Musk ad revenue. | 5,251 |
| books_gay | 🏳️🌈 LGBTQIA Bibliophile 🏳️🌈 | We review all books. We specialize in LGBTQIA+ books including Children's and LGBTQIA books and their authors Amazon list link - https://t.co/FM1w9GAV4r | 5,003 |
| thelocalist | Taylor Pipes | Documentary filmmaker, storyteller exploring Wisconsin's dairy crisis with Dairyland documentary. | Past: @human___des @branch @Evernote @Scribd | @ucbsoj @UWM | 4,999 |
| JafSupO | Paul Miller | Servant of the Most High God, Husband, Father, Math Prof, Devil Dog, Dungeons & Dragons Online (#DDO) Casual? Permadeath Gamer, Jogger, & erstwhile Divemaster | 4,992 |
| SFGAL8 | SFGAL | HOW MANY MORE NEED TO DIE BEFORE WE SAY IT’S ENOUGH? Let Vicha be the last to be sacrifice, we demand JUSTICE NOW! ✊#JusticeForVicha. Pronouns: We, Us & Ours ❤️ | 4,966 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| AliMCollins | Educator, public school mom, former SF Board of Education Commissioner. I’m fighting for safe, high quality schools for every child. | she/her | 16 |
| cheesemonkeysf | Math teacher, activist, writer, Buddhist, gardener, Friend of the Brown Act. Service, not performance. | she/her | 11 |
| BluebirdRave | Former @sfberniecrats co-chair. Also called “extremist left political machine” by #10 Palantir employee/Y Combinator CEO Garry Tan 🙃. She/her | 11 |
| eyessfboe | Opinions my own as an individual. Watchdog ⌚️🐶 for SFBoE & SFUSD. I'm a 2nd-generation Chinese-American, SFUSD graduate & advocate for good governance. | 10 |
| SFGAL8 | HOW MANY MORE NEED TO DIE BEFORE WE SAY IT’S ENOUGH? Let Vicha be the last to be sacrifice, we demand JUSTICE NOW! ✊#JusticeForVicha. Pronouns: We, Us & Ours ❤️ | 8 |
| DavidHo71155831 | Army Ret Dad from Wales Mom from Guyana. Race/ Human. I’m not THAT David Hogg. I love guns. | 7 |
| mrhealthteacher | I write curriculum, train teachers, + advocate for ALL students to have the modern #healthed classes they deserve (including comprehensive #SexEd and #consent) | 7 |
| LeaMcGravy | bi🏳️🌈💜my🏳️⚧️wife✨ Mitochondria scientist #ADHD. Bigender & bisexual. Not affiliated w/political party mastodon: https://t.co/bXt7cz3Sie | 7 |
| bwdn2008 | Afro/indigenous descendant Rev. War- War of 1812 -Civil War & World War II. Author of 7 books (CRT) Activist, Member of Monacan Indian Nation Amherst County VA | 6 |
| mayak46 | 58 yr old mom and Electrical Engineer. Comics and politics. | 6 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1638711203768963072 | .@SFUnified’s math equity experiment failed to meet its goals in 2 ways: It did not improve the representation of Black and Hispanic students in advanced courses. It did constrain kids who wanted to pursue advanced math from doing so. Just teach the kids math. Enough. https://t.co/JdLN56FmDe | 25 |
| 1638299005703815168 | @LondonBreed @SFUnified @myrnamelgar @AaronPeskin These attacks are crazy https://t.co/vbdUQniVqu | 10 |
| 1640407198680649729 | I hear that @SFUSD_Supe says @SFUnified is considering hiring a consultant to see why white and affluent families don’t choose public schools. This is a ridiculous waste of $$$ and is actually just a narrative strategy that has been around a long time. It’s called #schoolchoice. https://t.co/k8l2R9qxIB | 9 |
| 1640896937015795713 | CPAC attended a meeting with @SFUSD_Supe @sf_cadc on recent wave of #AntiAsianHate on @SFUnified students outside of schools, as well as representation of @CPACSF in advisory boards & policies, @tactsf & Asian Admins on site & district leadership. We feel heard. Thank U! https://t.co/i5XTRPZfJj | 8 |
| 1640486437303853057 | @SFUSD_Supe @SFUnified I hope you find a great person for this role! The posted salary - $101,376-$124,840 - should be enough to attract solid candidates. Important note: this person would make more *to start* than a super-qualified @SFUnified teacher would make after *15 years* in our schools. https://t.co/5l3kk7nXvy | 8 |
| 1638298096278044673 | We are proud and humbled to have worked on this resolution with @DeanPreston's office alongside courageous trans and queer @SFUnified students and trans activists like @PerazaJupiter https://t.co/zgb8pptT74 | 8 |
| 1638265016863571968 | City leaders and @SFUnified are coming together to address the number of incidents involving students over the past week, including expanding violence prevention programs, increasing access to mental health resources, and more. @myrnamelgar @AaronPeskin https://t.co/s6IDGOO6gE | 7 |
| 1638784063501897728 | One of the key demands @UESF is making in negotiations with @SFUnified is that we fully staff schools, so fighting and violence are less likely to happen. To fully staff schools, we have to start offering competitive wages and recruit a lot of people. https://t.co/loxC12BTYl https://t.co/Lzl9ppXZum | 6 |
| 1639378194158739456 | TOMMORROW - Give your teens the tools to stand up against #bookbanning. @PENamerica presents a workshop on intellectual freedom at the Main Library's Mix Teen Center, 10 a.m. - 3 p.m. @SFUnified @SFUSD_Supe https://t.co/VpwwSDb4E3 | 6 |
| 1637970935784566785 | Our big bargaining team is ready for our second session with @SFUnified! Stay tuned for a video update around 10 pm tonight. Together we will win a contract that our educators and students need and deserve! #ForSFSchools #OurStudentsNeed https://t.co/2gU0gW48br | 6 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1638711203768963072 | .@SFUnified’s math equity experiment failed to meet its goals in 2 ways: It did not improve the representation of Black and Hispanic students in advanced courses. It did constrain kids who wanted to pursue advanced math from doing so. Just teach the kids math. Enough. https://t.co/JdLN56FmDe | 217 |
| 1638303098350206976 | @LondonBreed @SFUnified @myrnamelgar @AaronPeskin At some point you're going to have to start arresting people for repeatedly committing violent crimes. Some people just don't care and will continue to beat and rob you because they think it is fun. At some point we have to say enough is enough, time for jail. | 77 |
| 1638265016863571968 | City leaders and @SFUnified are coming together to address the number of incidents involving students over the past week, including expanding violence prevention programs, increasing access to mental health resources, and more. @myrnamelgar @AaronPeskin https://t.co/s6IDGOO6gE | 67 |
| 1638299005703815168 | @LondonBreed @SFUnified @myrnamelgar @AaronPeskin These attacks are crazy https://t.co/vbdUQniVqu | 62 |
| 1638299554323005440 | @LondonBreed @SFUnified @myrnamelgar @AaronPeskin If it wasn’t for our page highlighting the attacks and juvenile mayhem, then there would be no response from our elected officials. Please support our Gofundme link in bio | 52 |
| 1638304966539644929 | @LondonBreed @SFUnified @myrnamelgar @AaronPeskin But no mention of cracking down on the perpetrators, bring them and their parents to counseling and to drove accountability and a path forward for their actions. | 43 |
| 1638249465403555841 | The incredible audacity of @SFUnified to send us an email suggesting that teachers "consult your tax advisor" about how to handle the district's mistakes... Yeah, of COURSE I can call my personal tax advisor. I've got him on speed-dial, just like my butler and my maid. | 41 |
| 1640486437303853057 | @SFUSD_Supe @SFUnified I hope you find a great person for this role! The posted salary - $101,376-$124,840 - should be enough to attract solid candidates. Important note: this person would make more *to start* than a super-qualified @SFUnified teacher would make after *15 years* in our schools. https://t.co/5l3kk7nXvy | 35 |
| 1638299279667380224 | @LondonBreed @SFUnified @myrnamelgar @AaronPeskin What do violence prevention programs really do | 34 |
| 1638305967388647424 | @LondonBreed @SFUnified @myrnamelgar @AaronPeskin Any plans to just throw violent people committing assault on camera in jail? That might help | 33 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #sanfrancisco | 11 |
| #sf | 9 |
| #sfusd | 7 |
| #schoolchoice | 4 |
| #wearesfusd | 4 |
| #antiasianhate | 3 |
| #literacy | 3 |
| #jeffersonaward | 2 |
| #balletfolklorico | 2 |
| #stopasianhate | 2 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @sfunified | 473 |
| @myrnamelgar | 173 |
| @aaronpeskin | 171 |
| @londonbreed | 153 |
| @sfusd_supe | 80 |
| @alimcollins | 40 |
| @stanforded | 30 |
| @neo_antiquarian | 29 |
| @stanfordsfusd | 28 |
| @sfmta_muni | 27 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
11
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 🤦♀️ | 6 | woman_facepalming |
| 🤣 | 5 | rolling_on_the_floor_laughing |
| 🤷♀️ | 3 | woman_shrugging |
| 💜 | 2 | purple_heart |
| 🏳️⚧️ | 2 | transgender_flag |
| 🔗 | 2 | link |
| 🧵 | 2 | thread |
| 📚 | 2 | books |
| 🤡 | 2 | clown_face |
| 🙄 | 2 | face_with_rolling_eyes |
Emojis groups
| Emoji Group | Count |
|---|---|
| People & Body | 16 |
| Smileys & Emotion | 15 |
| Travel & Places | 7 |
| Objects | 6 |
| Activities | 3 |
| Flags | 2 |
| Symbols | 2 |
| Animals & Nature | 1 |