Tweets Analysis - Keyword: @kdurquiza
Overview
Total number of tweets analysed
190
Earliest tweet was on
2023-02-11
Latest tweet was on
2023-02-22
Tweets covering
10 days
Average age of authors' accounts
7 years
Summarization
After the death of Kristin Durquiza's dad Mark, the first action taken was to create an #HonestObit and support obits financially for people who lack the funds. In San Francisco, the politicians are disregarding public health advisories, which is causing fear of the mandate being taken away. Kristin Durquiza and MarkedByCovid continue advocating for public health policy change and are supported by the pandemic action group. People are reminded to take precautions, like wearing masks, to protect themselves, especially for those with COPD and vulnerable populations. People who have lost family members to Covid remember them through their mementos and cherished items.
Topic Modeling
- Civic Action, Equity and Health
- Mask Wearing and Health Protection
- Mental Health and Chronic Illness
- Covid Prophylaxis and Treament
- Memorialization of Victims of Covid
Emotional Analysis
The emotions expressed in these tweets range from grief and sorrow to hope and resilience. The tweets are in response to the death of @kdurquiza's father, Mark, and focus on how to cope with the loss. Many of the tweets express gratitude for the efforts of @kdurquiza and @MarkedByCovid in advocating for those affected by COVID-19, as well as for their own resilience in the face of the pandemic. Additionally, the tweets discuss how to remember and honor loved ones who have passed away, such as through wearing their clothing or displaying their artwork. Ultimately, the tweets demonstrate the strength of the human spirit in the face of tragedy.
Trend Analysis
- Death of a loved one – obituaries, memorials
- Equity in health – health risks of not wearing masks in public
- Governor response – recognition and memorialization of the victims
- Long-term effects of Covid-19 – medical advice and support
- Memories of a loved one – keeping them alive through tangible items
Types of Tweets
Number of Retweets
61
Percentage of total tweets
32%
Number of Original tweets
1
Percentage of total tweets
0%
Number of tweets that contain Mentions
190
Percentage of total tweets
100%
Number of tweets that were Replies
126
Percentage of total tweets
66%
Number of tweets that were Quotes
6
Percentage of total tweets
3%
Number of tweets that contain Hashtags
32
Percentage of total tweets
16%
Top 5 devices used to tweet
Source | Count |
---|---|
Twitter for iPhone | 86 |
Twitter Web App | 57 |
Twitter for Android | 37 |
Twitter for iPad | 7 |
TweetDeck Web App | 1 |
What devices were used to tweet

Top 10 accounts with highest followers count
Username | Name | Bio | Followers count |
---|---|---|---|
violetblue | Violet Blue® | @Engadget @PopSci @WithoutConsent @MHhorrordoc; five @ippyawardsHive: vblue https://t.co/P4fvfXyXgOShaped like the hole in your heart. | 75,673 |
kdurquiza | Kristin Urquiza #MarkedByCOVID | I lead @MarkedByCOVID: people bereaved & disabled by Covid, government negligence, & systemic oppression. Fueled by love for Dad, country, and justice. | 33,602 |
MarkedByCovid | 💙#MarkedByCOVID #FBLC | Leading the movement for #Covid justice✊🏾 and remembrance🕯️. By and for those most harmed, always. Co-founded by @kdurquiza & @ckeeves. #CovidMemorialDay | 29,842 |
peoplesvaccine | The People's Vaccine | Coalition of 100+ organisations demanding that COVID-19 vaccines, treatments & tests be freely available to everyone, everywhere. #PeoplesVaccine | 12,094 |
shaboom | Molly Gordon 🍎 healthcare for ALL | Cultivating wisdom; insisting on justice. FAFO my way to 🤩 Tough canary. Ecstatic cranky. Queer. #LongCovid #MECFS @MollyBoom@disabled.social | 11,802 |
ConnConnection | Kathy Flaherty | PERSONAL ACCT she/her CW:tweets about law/mental health/long Covid. MUFC/HCFC/FC Pinzgau. Adoptee. Arc bender. Muter of trolls. @connconnection@mastodon.social | 8,982 |
DonEford | Don Ford - The People's Strategist - | We cannot coexist with COVID as there's NO immunity to future variants from a current COVID infection. Tips accepted but not required https://t.co/d1PRoO3TIV… | 7,904 |
ArcticFox_am_I | Azurine 🇺🇸🇵🇸 | A'oodhu bi kalimaat Allaah al-taammaati min sharri maa khalaq. ~Sahih Muslim, Hadith 2708 | 7,255 |
zeyneparsel | Zeynep Arsel | Researcher of consumption, markets, and Internets. Not a thought leader. Killjoy. Mild alarmist. Views expressed are my cat’s. She/her. EN/FR/TR | 6,302 |
seeksboston26mi | Seeking Boston Marathon | 5x Boston Marathoner trying to get life back.#LongCovid since Jan '20https://t.co/2ffDrvRgc6 | 5,842 |
Top 10 accounts with highest friends count
Username | Name | Bio | Followers count |
---|---|---|---|
shaboom | Molly Gordon 🍎 healthcare for ALL | Cultivating wisdom; insisting on justice. FAFO my way to 🤩 Tough canary. Ecstatic cranky. Queer. #LongCovid #MECFS @MollyBoom@disabled.social | 9,282 |
ArcticFox_am_I | Azurine 🇺🇸🇵🇸 | A'oodhu bi kalimaat Allaah al-taammaati min sharri maa khalaq. ~Sahih Muslim, Hadith 2708 | 7,328 |
ConnConnection | Kathy Flaherty | PERSONAL ACCT she/her CW:tweets about law/mental health/long Covid. MUFC/HCFC/FC Pinzgau. Adoptee. Arc bender. Muter of trolls. @connconnection@mastodon.social | 5,919 |
MarkedByCovid | 💙#MarkedByCOVID #FBLC | Leading the movement for #Covid justice✊🏾 and remembrance🕯️. By and for those most harmed, always. Co-founded by @kdurquiza & @ckeeves. #CovidMemorialDay | 5,624 |
mdrfl | 🇺🇦🌻TheE work of democracy is the work of r time | @mdrfl@federate.social | @mdrfl@mstdn.social | https://t.co/6qqzf6ENiM | “Presidents are not kings…” | techie. Obamamama. nasty. #stillwithher #khive | 5,244 |
dsoq | Deb Soc - #KeepMasksInHealthCare #StopTheSpread! | Debbie Socolar (MPH) - #VaxPLUS #HealthEquity #M4A #GND#antiracism #StopFascism #CovidIsAirborne #UnionsForAll | 5,004 |
lgoshen | CaliforniaHeartBavariaHome🕯🕯🕯🕯🕯 | Mostly tweeting about the #SARSCoV2 pandemic lately. Tweets in German and English. she/her #WearAMask @lgoshen@mastodon.social | 5,002 |
pop_popculture | #MaskForFucksSake #CovidIsAirborne #CareCantWait | - | 5,001 |
ArtL7 | Art Levine | Author, Mental Health, Inc.: How Corruption, Lax Oversight and Failed Reforms Endanger Our Most Vulnerable Citizens (Aug. 15, 2017) | 5,001 |
senorhettler | Wear a mask. | #ZeroCovid He/Him. Multilingual education. DSA #GreenNewDeal #StopLine3 | 5,000 |
Most active users
Username | Bio | Number of tweets |
---|---|---|
MarkedByCovid | Leading the movement for #Covid justice✊🏾 and remembrance🕯️. By and for those most harmed, always. Co-founded by @kdurquiza & @ckeeves. #CovidMemorialDay | 8 |
splitscreens1 | Current avian flu sufferer. CoVid-19 contact tracer. Chronically handicapped, medically vulnerable, total queer. Find me on Mastodon. xe/zem/zyr/xyrs/xemself | 7 |
defrino_janet | Screaming into the void. Incandescent w rage crying.Brunch is not Urgent. Anti-anti-maskers & anti-hand sanitizer’ers. Tone policers & both sidesers, I see you. | 6 |
LeaMcGravy | bi🏳️🌈💜my🏳️⚧️wife✨ Cancer & mito scientist #ADHD. Bigender & bisexual. Not affiliated w/political party mastodon: https://t.co/bXt7cz3Sie | 5 |
EstaGordita | Educator, Activist, Hija de inmigrantes, & Chingona. Opinions are my own. #DACA #VotingRights #BLM #TransRights #MaskUp 😷 #COVIDisNotOver | 5 |
nuisancefilter | The most punk rock thing you can do is wear a well-fitting high-filtration mask. | 5 |
sassybibrarian | I love languages, books, music, art, crafts, and TV shows. Named a #SVU finale. #Trekkie #Whovian #ActuallyAutistic #TeamSussex #SussexSquad | 4 |
seeksboston26mi | 5x Boston Marathoner trying to get life back.#LongCovid since Jan '20https://t.co/2ffDrvRgc6 | 3 |
shaboom | Cultivating wisdom; insisting on justice. FAFO my way to 🤩 Tough canary. Ecstatic cranky. Queer. #LongCovid #MECFS @MollyBoom@disabled.social | 3 |
CaliforniaActi2 | A mom who wants a better world for my daughter, all who are struggling, and Mother Earth. A Public Health/Ergonomic Nurse, photographer, and foodie.#LGBQT | 3 |
Tweets per day

Top 10 tweets with highest Retweet count
ID | Text | Retweet count |
---|---|---|
1625996720541954048 | @CarolEzell7 @kdurquiza The very first thing we did after the death of @kdurquiza's dad Mark was to publish an #HonestObit and sponsor obits for others who would otherwise lack the funds to do so. We'd later learn that HIV activists had already blazed this trail. https://t.co/9TQgJdb2gP | 3 |
1627295714786115584 | @kdurquiza @MarkedByCovid I still wear a mask in public, ESPECIALLY in confined spaces. I’ve gotten some looks but so far no remarks. I’m protecting myself and someone at home with COPD and I owe nobody an explanation. | 2 |
1626381743526748160 | Oof. That really hits home. “When hope goes away, there’s nothing left. You all give me hope.” @kdurquiza @MarkedByCovid | 2 |
1627080084950749188 | @kdurquiza @MarkedByCovid For the 2nd year we're taking items to CHKD that people have purchased on Teresa's birthday on Wed. She would be turning 12. And for her birthday we'll have Sal's. Which turned out to be one of her last meals while she was in quarantine. #fuckcovid | 1 |
1628107128123854848 | We hope AZ @GovernorHobbs will join us for #CovidMemorialDay.Here are some excerpts from the invitation @kdurquiza just sent her (🧵)"Formal recognition and memorialization of the victims of Covid by the Governor’s office is a critical step on the road to recovery. .. ⤵️ https://t.co/8zEh6rVkvt | 1 |
1626600167553245187 | @LaurenFlans @kdurquiza In SF and want to take action around this awful decision? Please keep up with @kdurquiza and @sdaction1! A lot of people are opposed to this and want to fight back. Join us! | 1 |
1626991427350831105 | @kdurquiza Yes, all of this. I especially hate that we lost Evusheld. We need updated prophylaxis. | 1 |
1628212272370962432 | @nksperry @kdurquiza @MarkedByCovid An archived version of this horrific article by a Covid Collaborative member, Steven Phillips, is here. I'll try to come back a bit later and add screenshots of some of the more alarming sections. https://t.co/GjBBvKgXFV | 0 |
1626083923175571456 | @kdurquiza @MarkedByCovid Even healthcare systems here in AZ (Banner for example) have gotten rid of universal masking. In health care facilities including hospitals! This is so upsetting. I can’t imagine going to work without a mask. | 0 |
1626080889833762816 | @kdurquiza @MarkedByCovid Keep going! | 0 |
Top 10 tweets with highest Like count
ID | Text | Like count |
---|---|---|
1625996720541954048 | @CarolEzell7 @kdurquiza The very first thing we did after the death of @kdurquiza's dad Mark was to publish an #HonestObit and sponsor obits for others who would otherwise lack the funds to do so. We'd later learn that HIV activists had already blazed this trail. https://t.co/9TQgJdb2gP | 13 |
1626312638102913024 | @kdurquiza @MarkedByCovid Thank you, Kristin! Really hoping you make it though with your health intact, which should never be a worry when participating in the civic life of your city! Even from a coldly political view, it’s astonishing that SF is destroying its strong reputation for equity, incl. health. | 12 |
1626111460974764032 | @kdurquiza @CactusInBayern @MarkedByCovid Sending my thanks to you. My family lives in SF. It is alarming how the city's politicians want to put their health in danger. Luckily, they live in a neighborhood that still masks a lot. But the city is sending the wrong message on public health, which will reduce mask wearing. | 11 |
1626130498232938497 | @kdurquiza @MarkedByCovid Thank you 🙏 we are so terrified of masking potentially being removed in healthcare settings here in California.. do you suspect @GavinNewsom will hurt us all by removing the mandate? | 11 |
1626048322682118145 | @kdurquiza @MarkedByCovid Thank you @kdurquiza and @MarkedbyCOVID for your continued advocacy. Keep up the fight and @pandemicaction stands with you. | 10 |
1627295714786115584 | @kdurquiza @MarkedByCovid I still wear a mask in public, ESPECIALLY in confined spaces. I’ve gotten some looks but so far no remarks. I’m protecting myself and someone at home with COPD and I owe nobody an explanation. | 10 |
1626720746339815428 | @kdurquiza @oliviah0808 So much this. Your health matters and your mental health too. I see you and I think you deserve to have supportive people in your life who love and embrace your authentic, chronically ill self. ✨💕 | 7 |
1626991427350831105 | @kdurquiza Yes, all of this. I especially hate that we lost Evusheld. We need updated prophylaxis. | 7 |
1626381743526748160 | Oof. That really hits home. “When hope goes away, there’s nothing left. You all give me hope.” @kdurquiza @MarkedByCovid | 6 |
1627880586605101058 | PSA reminder that #longcovid is no joke @PenGwenWithLC @DrEricDing @GeoEduOne @TaylorLorenz @myrabatchelder @kdurquiza @coopSpeak @katemeredithp @shaboom @GovofCO @JoePhilosophe @JoshuaPribanic @briimii @joaquinlife @EvitorialPage @cjmaddison | 5 |
Top 3 Languages Used In Tweets

Top 10 Hashtags used
Hashtag | Count |
---|---|
#sanfrancisco | 3 |
#townhall | 2 |
#richmond | 2 |
#covidmemorialday | 2 |
#blackhistorymonth | 2 |
#demconvention | 2 |
#fuckcovid | 2 |
#covid19 | 2 |
#honestobit | 2 |
#dearsf | 1 |
Top 10 Hashtags Used In Tweets

Top 10 mentions
Mention | Count |
---|---|
@kdurquiza | 195 |
@markedbycovid | 114 |
@policylink | 8 |
@splitscreens1 | 8 |
@conniechansf | 7 |
@sdaction1 | 4 |
@governorhobbs | 4 |
@hhs | 4 |
@defrino_janet | 4 |
@nohaaboelatamd | 4 |
Top 10 mentions

Wordcloud of Tweets

Emojis
Average number of emojis used per tweet
35
Emojis used in tweets
Emoji | Count | Emoji Text |
---|---|---|
😂 | 13 | face_with_tears_of_joy |
🤣 | 7 | rolling_on_the_floor_laughing |
❤️ | 6 | red_heart |
😷 | 4 | face_with_medical_mask |
❤️🔥 | 3 | heart_on_fire |
💪🏾 | 3 | flexed_biceps_medium-dark_skin_tone |
🧵 | 2 | thread |
⤵️ | 2 | right_arrow_curving_down |
💕 | 2 | two_hearts |
🤦🏽♀️ | 2 | woman_facepalming_medium_skin_tone |
Emojis groups
Emoji Group | Count |
---|---|
Smileys & Emotion | 44 |
People & Body | 12 |
Activities | 3 |
Objects | 3 |
Symbols | 2 |
Animals & Nature | 2 |
Travel & Places | 2 |