AshaniTW - Tweet Data Analysis
Tweets Analysis - Keyword: @AshaniTW
Published March 2, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-20
Earliest tweet was on
2023-02-10
Total number of tweets analysed
56
Average age of authors' accounts
8 years
Summarization
People have come together to celebrate International Day of Women and Girls in Science by tweeting about the women that have inspired and encouraged them. They are acknowledging and raising awareness to the amazing women in STEM and supporting the growth of diversity in the field. Additionally, many researchers are developing single-cell methods and using preclinical models to study therapeutic resistance in melanoma. We should continue to focus on uplifting female scientists and encouraging an inclusive research environment.
Topic Modeling
- Celebrating International Women and Girls in Science Day
- Devlopment of new Single-cell Methods for Research
- Grateful for the Women in Science Around Us
- Sharing Articles on Pancreatic Cancer
- Appointment of AshaniTW to the National Cancer Advisory Board
Emotional Analysis
The tweets express a range of positive emotions, including gratitude, support, and celebration. The tweets celebrate International Day of Women and Girls in Science, with many of them thanking and tagging women in STEM, and expressing appreciation for their support and inspiration. They also express pride in the accomplishments of women in science, and admiration for the work of researchers and scholars. Additionally, many of the tweets are encouraging and uplifting, as they call for more people to join in the celebration and recognize the achievements of women in science.
Trend Analysis
- Celebration and acknowledgement of Women and Girls in Science.
- Women in STEM recognition.
- Promotion of diversity in STEM.
- Mentorship, collaboration and support.
- Research and discoveries in Melanoma, Pancreatic Cancer and other sciences.
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
17
30% of total
Number of Original tweets
5
8% of total
Number of tweets that were Quotes
2
3% of total
Number of tweets that were Replies
33
58% of total
Number of tweets that contain Hashtags
10
17% of total
Number of tweets that contain Mentions
56
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 36 |
| Twitter Web App | 12 |
| Twitter for Android | 7 |
| Buffer | 1 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| jenheemstra | Jen Heemstra | Professor and Chair of @WashUChem, proud member of @HeemstraLab. I'm a researcher, but I'm a #MentorFirst. Tweets mine. | 101,473 |
| CharlesMBrenner | Charles Brenner, PhD | Discovered NR as an NAD precursor vitamin Dept Chair @CityofHope Chief Scientific Advisor @ChromaDexNo BS zoneTweets are mine alone | 48,138 |
| ADiaz_PhD | Arnaldo Díaz Vázquez, PhD | Mentoring and Empowering Leaders in Science and Medicine | First-Gen | Speaker 🎙 | 🇵🇷 | Opinions my own | 14,477 |
| jan_nolta | Dr. Jan Nolta | Director, Univ. California Davis Health Stem Cell Program & Gene Therapy Center. Editor, Stem Cells. #firstgen https://t.co/UYKJpKOqGz | 10,923 |
| Johanna_A_Joyce | Johanna Joyce | Cancer researcher - fascinated by tumor microenvironment & immunology @Joycelab Mentor, Educator, Advocate, Mum | 10,188 |
| GarciaLabMS | Ben Garcia | Professor and Head of @WUSM_BMB. Investigating protein PTMs in chromatin biology. #TeamMassSpec cheerleader. Working towards changing academia. Views my own. | 9,920 |
| SunnyShinLab | Dr. Sunny Shin | Associate Professor @PennMicro | Chair @CAMBUPenn MVP program | she/her | mom | daughter of immigrants | #FirstGen | Opinions are my own | @SunnyShinLab@mas.to | 5,863 |
| HubBucket | HubBucket® Inc | We Help Save Lives | 🇺🇸 @HubBucket® Inc R&D | @HubBucketBioMed @HubBucketBioT @HubDiscovery @HubRadiology etc | @HubBucketSST @HubBucketNYC | Founder/CEO @VonRosenchild | 5,735 |
| DrKimEBarrett | Dr. Kim E. Barrett | Vice Dean Research @UCDavisMed; GI physiologist; Euro-Brit ex-pat abroad in CA; Former EiC of @JPhysiol; tweets not official position of @ucdavis | 5,309 |
| joann_trejo | JoAnn Trejo - Unity, Decency, Science & Yes, Truth | Professor-Scientist-Educator @UCSanDiego| elected @theNAMedicine| AVC @UCSDfacaffairs| Director @SD_IRACDA Training next gen scientists, leaders |🇺🇸🇲🇽🏳️🌈 | 5,004 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| jenheemstra | Jen Heemstra | Professor and Chair of @WashUChem, proud member of @HeemstraLab. I'm a researcher, but I'm a #MentorFirst. Tweets mine. | 13,863 |
| jan_nolta | Dr. Jan Nolta | Director, Univ. California Davis Health Stem Cell Program & Gene Therapy Center. Editor, Stem Cells. #firstgen https://t.co/UYKJpKOqGz | 8,273 |
| joann_trejo | JoAnn Trejo - Unity, Decency, Science & Yes, Truth | Professor-Scientist-Educator @UCSanDiego| elected @theNAMedicine| AVC @UCSDfacaffairs| Director @SD_IRACDA Training next gen scientists, leaders |🇺🇸🇲🇽🏳️🌈 | 4,916 |
| HubBucket | HubBucket® Inc | We Help Save Lives | 🇺🇸 @HubBucket® Inc R&D | @HubBucketBioMed @HubBucketBioT @HubDiscovery @HubRadiology etc | @HubBucketSST @HubBucketNYC | Founder/CEO @VonRosenchild | 4,128 |
| Doc_BeTheChange | Dilip Kumar Gandhi (दिलीप कुमार गांधी) | He/Him. Paediatrician, Husband, Father and Friend Desi. Travel. Kitchen Rookie.https://t.co/02FSIU0nRp | 3,937 |
| SaelicesL | Lorena Saelices Gomez | Assistant Professor at @UTSW. @ucla & @unisevilla alumna. #amyloid & #structuralbiology. Mom of #twins. #blacklivesmatter tweets=mine she/her/hers #feminist | 3,364 |
| SunnyShinLab | Dr. Sunny Shin | Associate Professor @PennMicro | Chair @CAMBUPenn MVP program | she/her | mom | daughter of immigrants | #FirstGen | Opinions are my own | @SunnyShinLab@mas.to | 3,245 |
| TeleseFrancesca | Dr Francesca Telese | Ass. Prof. at UCSD studying gene regulation and addiction. Academic mom of 2. First Gen. Lover of the outdoor life and espresso. Proud Italian 🇮🇹 | 2,634 |
| luciaborriell | Lucia Borriello | Assistant Professor in the Department of Cancer & Cellular Biology @templemedschool and @FoxChaseCancer. We study how the TME regulates dormancy and metastasis. | 2,113 |
| ADiaz_PhD | Arnaldo Díaz Vázquez, PhD | Mentoring and Empowering Leaders in Science and Medicine | First-Gen | Speaker 🎙 | 🇵🇷 | Opinions my own | 2,021 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| ADiaz_PhD | Mentoring and Empowering Leaders in Science and Medicine | First-Gen | Speaker 🎙 | 🇵🇷 | Opinions my own | 11 |
| PeyingFong | scientist and educator/student of life, science, ballet, gardening/keep on keeping on/private account/tweeting personal opinions and then some | 3 |
| jan_nolta | Director, Univ. California Davis Health Stem Cell Program & Gene Therapy Center. Editor, Stem Cells. #firstgen https://t.co/UYKJpKOqGz | 3 |
| masetticristina | Sommelier🍷creative/curious/ #Science #mushrooms -Live every day like it’s your last, and one day you’ll be right😉- https://t.co/s2O3PgLGeX | 2 |
| luciaborriell | Assistant Professor in the Department of Cancer & Cellular Biology @templemedschool and @FoxChaseCancer. We study how the TME regulates dormancy and metastasis. | 2 |
| gilliar_do | ✒️Dean Colleague. Osteopathic Physician/D.O. PMR=ability|Educator|Author|Researcher. Students ARE our future Curiosity➡️Creativity➡️Critical Thinking|he|his|him | 2 |
| SaelicesL | Assistant Professor at @UTSW. @ucla & @unisevilla alumna. #amyloid & #structuralbiology. Mom of #twins. #blacklivesmatter tweets=mine she/her/hers #feminist | 2 |
| CharlesMBrenner | Discovered NR as an NAD precursor vitamin Dept Chair @CityofHope Chief Scientific Advisor @ChromaDexNo BS zoneTweets are mine alone | 2 |
| GligorijevicLab | Cancer Microscopy & Mechanobiology Lab-dynamic & intravital imaging of motile cells, invadopodia, invasion, metastasis, cell-ECM + cancer-nerve interactions. | 1 |
| HubBucket | 🇺🇸 @HubBucket® Inc R&D | @HubBucketBioMed @HubBucketBioT @HubDiscovery @HubRadiology etc | @HubBucketSST @HubBucketNYC | Founder/CEO @VonRosenchild | 1 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1624398053124804611 | Happy International Day of Women and Girls in Science. #WomenInScienceDay@VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @SaelicesL Tag 5 #WomenInSTEM and keep the list growing | 11 |
| 1624442430773956608 | @PeyingFong @DrKimEBarrett @ADiaz_PhD @VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @SaelicesL @gareaulab @madamscientist @carhedd @MerrittMaduke @CrinaNimigean @jkwillenbring @DrRubidium Happy international women and girls in science day! Please … | 5 |
| 1627656067437019136 | Researchers with @Penn #NCICSBC, including @arjunrajlab, @AshaniTW, and @raviradhak, are developing new #singlecell methods and using preclinical models to study therapeutic resistance in #melanoma. Learn more: https://t.co/bCWFgRY3BM https://t.co/bLRoolw8mM | 5 |
| 1624420808192937984 | @ADiaz_PhD @VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @SaelicesL Happy International Day of Women and Girls in Science to our PROVIDES Scholars, Drs. @DrMitoOxPhos @Mel_1090 Chantal Vidal … | 3 |
| 1624429821056131072 | @ADiaz_PhD @VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @SaelicesL @jan_nolta @gareaulab @PeyingFong @madamscientist @carhedd | 2 |
| 1624476834644492290 | @jan_nolta @DrKimEBarrett @ADiaz_PhD @VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @SaelicesL @gareaulab @madamscientist @carhedd @MerrittMaduke @CrinaNimigean @jkwillenbring @DrRubidium @JasmineLCarter @DianaFarmerMD @CasianaGonzalez @RogersLabUCD @jill_silverman_ Here are five more! … | 2 |
| 1626143972526800899 | We are delighted to share this article on pancreatic cancer@claus_jorgensen @Aiims1742 @ElizSMcKenna @HCCvPDAC @VickySanzMoreno @AshaniTW @ZanivanLab @eriksahailab @CJHPhD @ednacukierman @Johanna_A_Joyce @LyssiotisLab @NinaSteele17 @mike_feigin @christophertape @rossellalab88 https://t.co/gPlwDE2Jn7 | 1 |
| 1624440875316129792 | @ADiaz_PhD @VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @drstarbird @channyskye @SaelicesL @Ashley_in_lab @TiffanyYee12 @emilyrnett @StuardWhitney @docdeeodphd | 1 |
| 1624540296813084672 | @jan_nolta @ElzHead @PeyingFong @DrKimEBarrett @ADiaz_PhD @VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @SaelicesL @gareaulab @madamscientist @carhedd @MerrittMaduke @CrinaNimigean @jkwillenbring @DrRubidium @JasmineLCarter @DianaFarmerMD @CasianaGonzalez @RogersLabUCD @jill_silverman_ @OlabisiLab @DrDorotaSK … | 1 |
| 1624547460973559808 | @QuinaScience @jan_nolta @ElzHead @PeyingFong @DrKimEBarrett @ADiaz_PhD @VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @SaelicesL @gareaulab @madamscientist @carhedd @MerrittMaduke @CrinaNimigean @jkwillenbring @DrRubidium @JasmineLCarter @DianaFarmerMD @CasianaGonzalez @RogersLabUCD @jill_silverman_ @OlabisiLab … | 1 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1624398053124804611 | Happy International Day of Women and Girls in Science. #WomenInScienceDay@VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @SaelicesL Tag 5 #WomenInSTEM and keep the list growing | 67 |
| 1624414348050419717 | In this particular day of #WomenInScience, I want to thank women, mentors, and collaborators who support me every day and inspire me! @ednacukierman @AshaniTW @soledadsosa80 @GligorijevicLab @Johanna_A_Joyce @AJGTempleSurg #EricaGolemis @alpcorreia … | 27 |
| 1624442430773956608 | @PeyingFong @DrKimEBarrett @ADiaz_PhD @VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @SaelicesL @gareaulab @madamscientist @carhedd @MerrittMaduke @CrinaNimigean @jkwillenbring @DrRubidium Happy international women and girls in science day! Please … | 26 |
| 1624547460973559808 | @QuinaScience @jan_nolta @ElzHead @PeyingFong @DrKimEBarrett @ADiaz_PhD @VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @SaelicesL @gareaulab @madamscientist @carhedd @MerrittMaduke @CrinaNimigean @jkwillenbring @DrRubidium @JasmineLCarter @DianaFarmerMD @CasianaGonzalez @RogersLabUCD @jill_silverman_ @OlabisiLab … | 12 |
| 1625523753206829056 | @DrDorotaSK @QuinaScience @jan_nolta @ElzHead @PeyingFong @DrKimEBarrett @ADiaz_PhD @VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @SaelicesL @gareaulab @madamscientist @carhedd @MerrittMaduke @CrinaNimigean @jkwillenbring @DrRubidium @JasmineLCarter @DianaFarmerMD @CasianaGonzalez @RogersLabUCD @jill_silverman_ … | 11 |
| 1624508532950196228 | @jan_nolta @DrKimEBarrett @ADiaz_PhD @VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @SaelicesL @gareaulab @madamscientist @carhedd @MerrittMaduke @CrinaNimigean @jkwillenbring @DrRubidium @JasmineLCarter @DianaFarmerMD @CasianaGonzalez @RogersLabUCD @jill_silverman_ @leahreznikov @doctheagrif @PopStarLab @frettinglab … | 10 |
| 1624428597455855617 | @ADiaz_PhD @VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @NogalesLab @Shumyla44 @RosePedretti9 @_ahmed_yasmin @CterminiPhD @FernandezR_MC @anna_yakubovska @Preeti_Singh_V @ShahmoraLab @GKaurMD @soragnilab | 9 |
| 1627656067437019136 | Researchers with @Penn #NCICSBC, including @arjunrajlab, @AshaniTW, and @raviradhak, are developing new #singlecell methods and using preclinical models to study therapeutic resistance in #melanoma. Learn more: https://t.co/bCWFgRY3BM https://t.co/bLRoolw8mM | 9 |
| 1624641899775795201 | @DrDorotaSK @QuinaScience @jan_nolta @ElzHead @PeyingFong @DrKimEBarrett @ADiaz_PhD @VirusesImmunity @SunnyShinLab @jenheemstra @AshaniTW @Sorrell_Lab @JudithSimcox @joann_trejo @WertLaboratory @drstarbird @channyskye @SaelicesL @gareaulab @madamscientist @carhedd @MerrittMaduke @CrinaNimigean @jkwillenbring @DrRubidium @JasmineLCarter @DianaFarmerMD @CasianaGonzalez @RogersLabUCD @jill_silverman_ … | 8 |
| 1627768480001937419 | Check out these extraordinary scientists 👇🏽@jenheemstra @VirusesImmunity @AshaniTW @LHooperLab @SamuelAchilefu @SJMorrison_ @RJDLab @SunnyShinLab @jschoggins @kvnforsberg @joann_trejo @GarciaLabMS @ApplewhiteDerek | 8 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #ncicsbc | 2 |
| #singlecell | 2 |
| #melanoma | 2 |
| #womeninscienceday | 2 |
| #womeninstem | 2 |
| #womeninscience | 2 |
| #womenandgirlsinscienceday | 2 |
| #internationalwomenandgirlsinscience | 1 |
| #diversity | 1 |
| #newpi | 1 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @ashanitw | 56 |
| @adiaz_phd | 34 |
| @jenheemstra | 33 |
| @joann_trejo | 33 |
| @sunnyshinlab | 33 |
| @virusesimmunity | 32 |
| @sorrell_lab | 29 |
| @judithsimcox | 29 |
| @drstarbird | 29 |
| @channyskye | 29 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
19
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 🙏 | 3 | folded_hands |
| ❤️ | 2 | red_heart |
| 👍🏽 | 1 | thumbs_up_medium_skin_tone |
| 👇🏽 | 1 | backhand_index_pointing_down_medium_skin_tone |
| 💜 | 1 | purple_heart |
| 🤗 | 1 | smiling_face_with_open_hands |
| 😉 | 1 | winking_face |
| 💚 | 1 | green_heart |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 6 |
| People & Body | 5 |
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