Table 2 Topic Modeling for Breastfeeding and COVID-19
From: Twitter discussions on breastfeeding during the COVID-19 pandemic
Topic | Tweets/ Topic n (%) | Topic Sentiment | Keywords | Representative Tweet |
|---|---|---|---|---|
Vaccination while breastfeeding is safe | 5,891 (14.5) | 0.30 | covid, need, know, mom, vaccination, like, question, covidvaccine, vaccine, nature, day, pregnancy, risk, vaccinate, care, coronavirus, thank, pregnant, continue_positive_accord_unicef | Privileged and delighted to receive #CovidVaccine. Reassured by its safety while still breastfeeding. Thank you to the Mater vaccination team, working hard at the weekend. #OurMaterTeam @MaterTrauma https://t.co/bk5zAv7Q3k |
Vaccination while pregnant or breastfeeding | 7,557 (18.6) | 0.26 | vaccine, pregnant, woman, vaccination, people, get, protect, covidvaccine, pregnancy, covid, safe, vaccinate, learn, information, recommend, find, child, vikilovesfacs_update_explainer_vaccination, today, fertility_pregnancy_include_trial | Pregnant or breastfeeding? Yet to have the #COVIDvaccine? Don’t miss our pop-up vaccination clinic at BRI’s Women’s & Newborn Unit this Friday, 9-5pm. No appointment necessary! If you’re still undecided, midwives & doctors will be on hand to answer any questions, too. #Bradford |
Vaccination may protect babies via breastmilk antibodies | 5,851 (14.4) | 0.32 | vaccine, pregnancy, woman, health, covid, need, pfizer, receive, pandemic, people_receive, let, support, right, coronavirus, time, cdcgov_vaxfact_pregnant, question_talk_healthcare_pro, child, patient_mind_environment_breakthrough, list_pfizer_decision_action | Guidance published in relation to the #coronavirus vaccine and pregnancy and breastfeeding @rgumscap @MidwivesRGU @RGUNMandP @ScottishHV @NHSGrampian @FamilyNhs |
Discussion of Benefits of breastfeeding in the context of “World Breastfeeding Week” | 8,044 (19.8) | 0.29 | worldbreastfeedingweek_ideal_food_safe, clean_contain_antibody_help, pr, antibody, vaccinate, vaccine, covid, fertility, pass, safety, woman, pregnant_woman, vaccine_pregnancy_menstruation, medical, pandemic, child, find, ontario_pregnant_immunocompromised, bogochisaac_lower_barrier_vaccination, vaccination | It’s always wonderful to read these amazing #news about #humanmilk. Multiple studies show that there are antibodies in a #vaccinated mother’s milk. #neotwitter #neonatal #NICU #MedTwitter #humanmilk #neonatology #PedsICU @nytimes @heathertal |
Supporting Breastfeeding during the COVID pandemic and fighting misinformation | 6,541 (16.1) | 0.23 | covid, pandemic, help, young_child_covid, vaccine_develop, alexberenson_vaer_striking_report, child, worldbreastfeedingweek, vaccine, new, work, today, support, day, unicef_guide_safely_pandemic, woman, post, check, provide, year | Breastfeeding is critical to ensuring child #health, especially during the #COVID19 pandemic. Learn more about the counseling materials experts developed to help #healthworkers and caregivers promote #breastfeeding best practices. #WorldHealthDay2021 |
Infant feeding support during COVID | 6,744 (16.6) | 0.29 | vaccine, pregnant_woman, safe, support, pandemic, continue, worldbreastfeedingweek, specific_iga_igg_antibody, study_find_robust_secretion, child, covidvaccine, week_maternal_vacci, help, important, read, family, time, say, vaccinate, covid | WIC is providing remote, no-contact services for families while physically distancing during the #COVID19 pandemic. Services include no-cost nutrition education, breastfeeding support, & referrals to healthcare & other community services! Visit https://t.co/HDGWoZXQtP @SMCHealth https://t.co/Htb1m9tdof |