WikiWomenInRed - Tweet Data Analysis
Tweets Analysis - Keyword: @WikiWomenInRed
Published March 8, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-21
Earliest tweet was on
2023-02-10
Total number of tweets analysed
95
Average age of authors' accounts
9 years
Summarization
Through tweets from the @WikiWomenInRed twitter page, the main points cover the contributions of a number of women who have been unrecognized in history, such as Harriet Pickens, Frances Wills, Blanche Taylor Dickinson, Pearl Grigsby Richardson, Pearl Anna Neal, Carol Chilton, Pauline Bray Fletcher, Lady Mount Temple, and Dora Staudinger. These tweets also discuss how researchers caution against the use of AI trained from biased datasets from Wikipedia and the progress to add biographies of these influential women.
Topic Modeling
- Women throughout History
- African-Americans in the Military
- Women in Science, Technology and Medicine
- Bilingual Education and Indigenous Activist
- Animal Rights Activism
Emotional Analysis
These tweets express a range of emotions, from pride and admiration for the accomplishments of African American women, to frustration and sadness over the lack of recognition of women in Wikipedia. There is also a sense of optimism, as AI researchers are trying to create unbiased bots, and students are working to create biographies of women who have been previously overlooked. Finally, there is a sense of determination and resilience, as people are working to create articles and recognize the contributions of women.
Trend Analysis
- Women's contributions
- Black History Month
- Women in STEM
- AI Research
- Wikipedia Biography Improvements
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
57
60% of total
Number of Original tweets
11
11% of total
Number of tweets that were Quotes
13
13% of total
Number of tweets that were Replies
24
25% of total
Number of tweets that contain Hashtags
41
43% of total
Number of tweets that contain Mentions
95
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter Web App | 55 |
| Twitter for Android | 17 |
| Twitter for iPhone | 14 |
| Hootsuite Inc. | 8 |
| TweetDeck | 1 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| GoogleExpertUK | Susan Dolan | SEO Expert @SEWatch first to crack Google PR Algorithm confirmed @ Eric Schmidt's NYC officehttps://t.co/CjsSoDTMj7 #AdasArmy #SocEnt #ArtDayEveryDayCruise Lecturer | 259,732 |
| Eli_Krumova | Elitsa Krumova | |#Digital 🦄 Nomad||#WomeninTech| #Influencer @Onalytica | @WomenTechmakers |#Tech #IoT #IIoT #AI #ML #RPA #Robotics #CyberSec #IoTPL |#SocialMedia #Marketing| | 33,825 |
| AlexHinojo | Àlex Hinojo | Knowledge strategist | Knowledge & Residencies manager @irllull | @Wikipedia & @Wikidata editor| Board @fundaciobofill | Collab @cececebe | multilingual | 25,123 |
| ThePeoplesHubHQ | The Peoples Hub | The Peoples Hub - Social Media 4 Social Good #InternationalWomensDecade | 16,033 |
| WikiWomenInRed | wikiwomeninred | 19.46% of #Wikipedia's biographies are about women. Turning redlinks blue.❤➡💙 - fixing the gender gap on Wikipedia. #WeCanEdit | 12,070 |
| FlowerP79667758 | Flower Pot | I am compassionate, loyal, strong, funny and believe in justice, honesty and a desire to stand up for what is right. I block instantly rude and hateful people | 9,202 |
| WikiEducation | @WikiEducation@wikis.world | Wiki Education empowers people to contribute content to Wikipedia, Wikidata, and other Wikimedia projects for the benefit of a more informed public. | 6,172 |
| ThePeoplesHubUK | The Peoples Hub | The Peoples Hub helping communities across the world with real life solutionshttps://t.co/ySXUvg9eMx#GlobalGatherings #SocEnt #AdasArmy | 5,954 |
| TheAttagirls | The Attagirls | 🟩⬜️🟪 Friendly women-only forum celebrating all the invisible women, difficult women and women with pockets who changed the world. And we won’t wheesht. | 5,779 |
| lucyajmmoore | Lucy Moore | PhD @UofYArchaeology, projects @LeedsMuseums, crew @fair_jobs, NWE Grants @wikimedia, trustee @leedscivictrust my views, obvs | 5,688 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| GoogleExpertUK | Susan Dolan | SEO Expert @SEWatch first to crack Google PR Algorithm confirmed @ Eric Schmidt's NYC officehttps://t.co/CjsSoDTMj7 #AdasArmy #SocEnt #ArtDayEveryDayCruise Lecturer | 190,092 |
| Eli_Krumova | Elitsa Krumova | |#Digital 🦄 Nomad||#WomeninTech| #Influencer @Onalytica | @WomenTechmakers |#Tech #IoT #IIoT #AI #ML #RPA #Robotics #CyberSec #IoTPL |#SocialMedia #Marketing| | 24,687 |
| ThePeoplesHubHQ | The Peoples Hub | The Peoples Hub - Social Media 4 Social Good #InternationalWomensDecade | 17,877 |
| ThePeoplesHubUK | The Peoples Hub | The Peoples Hub helping communities across the world with real life solutionshttps://t.co/ySXUvg9eMx#GlobalGatherings #SocEnt #AdasArmy | 6,547 |
| WikiWomenInRed | wikiwomeninred | 19.46% of #Wikipedia's biographies are about women. Turning redlinks blue.❤➡💙 - fixing the gender gap on Wikipedia. #WeCanEdit | 5,994 |
| lucyajmmoore | Lucy Moore | PhD @UofYArchaeology, projects @LeedsMuseums, crew @fair_jobs, NWE Grants @wikimedia, trustee @leedscivictrust my views, obvs | 5,519 |
| StGeorgesTrust1 | St George's Trust | Established 1997.Let's Save England. Every little helps...https://t.co/rJS1BGe3Ip | 5,031 |
| HousingFirstIRE | Housing First Ireland | Building lives and communities through Housing First Programmes throughout Ireland #HousingFirst campaign | 4,999 |
| LoveFoodLifeGo | Food Glorious Food | Food Glorious #Food Cook - Florist - Blogger - #Foodie - Love to Retweet Good Food & Beautiful Flowers Vlog coming soon..... #LoveFoodLifeGo #FoodGloriousFood | 4,997 |
| SocialHousingCo | socialhousingco | Social Housing Venture Entrepreneur | 4,995 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| lessanspagEs | Réduction des inégalités de genres sur @Wikipedia_fr, suite à #Wikimania1️⃣9️⃣% de femmes dans les bios de l'encyclopédie en nov 2021#letsfillthegendergap | 11 |
| PennamitePLR | art, history, chalk art, books, disability, education, parenthood, foodtrucks, thriftshopping, crochet, Wikipedia, Los Angeles; Raveler #565609; she/her. | 6 |
| ThePeoplesHubUK | The Peoples Hub helping communities across the world with real life solutionshttps://t.co/ySXUvg9eMx#GlobalGatherings #SocEnt #AdasArmy | 6 |
| SocialHousingCo | Social Housing Venture Entrepreneur | 6 |
| HousingFirstIRE | Building lives and communities through Housing First Programmes throughout Ireland #HousingFirst campaign | 4 |
| MDDelahunty | 🇮🇪🇺🇦🇪🇺#STEM #OpenAccess #OpenScience #Diversity #science #consultant Former @Nature_NPJ Past Sec. @ISMPP Supporter @Official_EMWA Fellow @theRSAorg | 4 |
| annelondon1418 | Lest We Forget🇺🇦 | 4 |
| Tagishsimon | Does unicorn things; part-time grinch | 3 |
| Wikimediayo | Àwọn oníṣẹ́ Yorùbá Wikimedians ni àwọn tí wọ́n ń ṣàgbátẹrù ìdàgbàsókè, dídá àpilẹ̀kọ tuntun, sórí Wikipedia èdè Yorùbá àti àwọn iṣẹ́ Wikimedia tó kù. | 3 |
| GoogleExpertUK | SEO Expert @SEWatch first to crack Google PR Algorithm confirmed @ Eric Schmidt's NYC officehttps://t.co/CjsSoDTMj7 #AdasArmy #SocEnt #ArtDayEveryDayCruise Lecturer | 3 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1626180878094282752 | Lots of notable women who have contributed to vital areas of human life are missing from Wikipedia. Only 18% of biographies on the site are women - that needs to … | 10 |
| 1624546015767367680 | Just made the Wiki pages for Harriet Pickens & Frances Wills: the first two African American women commissioned by the US Navy, as part of WAVES (Women Accepted for Volunteer … | 7 |
| 1624839046278283264 | started @wikipedia article on US poet, journalist, Blanche Taylor Dickinson (1896-1972): https://t.co/CmWcEKv98E @WikiWomenInRed @thecrisismag #BlackHistoryMonth #blackhistorymonth2023 #HarlemRenaissance @KYWomenWriters @CarnegieCenter https://t.co/dTIKQDRvR4 | 6 |
| 1625539378238959616 | Wikipedia readers can now learn about the mother of bilingual education and additional Indigenous activists, who all did not have biographies before @NatcheeBarnd and his students at @OregonState wrote them. … | 5 |
| 1625689946995712000 | @Wikipedia @MontclairNJGov @archivalagents @smithcollege @akasorority1908 While I was starting the article for Pearl Grigsby Richardson (1896-1983), I kept running into Kansas clubwoman Pearl Farmer Richardson (1891-1980); so I started an … | 3 |
| 1626068473058316290 | started @wikipedia article on @UMKCmedschool dean, med technologist, Dr. Reaner Shannon (1936-2022): https://t.co/QuOmP7G54f @WikiWomenInRed @UMKCMedicine @UMKCMed #BlackHistoryMonth #WomenInSTEM #hematology https://t.co/3HmFIQwj9q | 3 |
| 1625253217234980864 | started @wikipedia article on Chicago dancer Carol Chilton (1907-1996), half of Chilton & Thomas: https://t.co/HkULQdAZQu @WikiWomenInRed @ChicagoWiki @ChicagoMuseum #BlackHistoryMonth @BBC #vaudeville #Broadway https://t.co/bbdFi6VAL6 | 2 |
| 1627604218319101952 | @WikiWomenInRed @OnThisDay Ditto! on @OnThisDayShe https://t.co/Xw2LPH9zE4 | 2 |
| 1627705578431848450 | started @wikipedia article on one of the founders of @ZPHIBHQ, Pearl Anna Neal (1900-1978), a music educator in NC: https://t.co/2Gu9WlQNR8 @WikiWomenInRed @WinstonSalemNC @HowardUAlumni #BlackHistoryMonth #blackhistorymonth2023 https://t.co/Sm6Scz915M | 2 |
| 1626442845576986626 | DYK that British animal rights activist Lady Mount Temple was co-founder of the Plumage League & was an active member of the @RSPCA_official ?Read more about her at her new … | 2 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1624546015767367680 | Just made the Wiki pages for Harriet Pickens & Frances Wills: the first two African American women commissioned by the US Navy, as part of WAVES (Women Accepted for Volunteer … | 30 |
| 1624839046278283264 | started @wikipedia article on US poet, journalist, Blanche Taylor Dickinson (1896-1972): https://t.co/CmWcEKv98E @WikiWomenInRed @thecrisismag #BlackHistoryMonth #blackhistorymonth2023 #HarlemRenaissance @KYWomenWriters @CarnegieCenter https://t.co/dTIKQDRvR4 | 23 |
| 1626180878094282752 | Lots of notable women who have contributed to vital areas of human life are missing from Wikipedia. Only 18% of biographies on the site are women - that needs to … | 19 |
| 1625539378238959616 | Wikipedia readers can now learn about the mother of bilingual education and additional Indigenous activists, who all did not have biographies before @NatcheeBarnd and his students at @OregonState wrote them. … | 13 |
| 1626068473058316290 | started @wikipedia article on @UMKCmedschool dean, med technologist, Dr. Reaner Shannon (1936-2022): https://t.co/QuOmP7G54f @WikiWomenInRed @UMKCMedicine @UMKCMed #BlackHistoryMonth #WomenInSTEM #hematology https://t.co/3HmFIQwj9q | 13 |
| 1625689946995712000 | @Wikipedia @MontclairNJGov @archivalagents @smithcollege @akasorority1908 While I was starting the article for Pearl Grigsby Richardson (1896-1983), I kept running into Kansas clubwoman Pearl Farmer Richardson (1891-1980); so I started an … | 9 |
| 1627705578431848450 | started @wikipedia article on one of the founders of @ZPHIBHQ, Pearl Anna Neal (1900-1978), a music educator in NC: https://t.co/2Gu9WlQNR8 @WikiWomenInRed @WinstonSalemNC @HowardUAlumni #BlackHistoryMonth #blackhistorymonth2023 https://t.co/Sm6Scz915M | 9 |
| 1625253217234980864 | started @wikipedia article on Chicago dancer Carol Chilton (1907-1996), half of Chilton & Thomas: https://t.co/HkULQdAZQu @WikiWomenInRed @ChicagoWiki @ChicagoMuseum #BlackHistoryMonth @BBC #vaudeville #Broadway https://t.co/bbdFi6VAL6 | 8 |
| 1624246086796976129 | started @wikipedia article on Alabama nurse, camp director, Pauline Bray Fletcher (1884-1970): https://t.co/wTYOM3saz3 @WikiWomenInRed @joyceharvey1912 @bpl #BlackHistoryMonth #BlackHistoryMonth2023 @nursingclio @BhamTimes https://t.co/ROuGABxa6Z | 7 |
| 1626442845576986626 | DYK that British animal rights activist Lady Mount Temple was co-founder of the Plumage League & was an active member of the @RSPCA_official ?Read more about her at her new … | 5 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #blackhistorymonth | 12 |
| #blackhistorymonth2023 | 6 |
| #onthisday | 3 |
| #women | 3 |
| #womeninstem | 3 |
| #harlemrenaissance | 3 |
| #yourvoicematters | 2 |
| #greenwashing | 2 |
| #hematology | 2 |
| #womenintech | 2 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @wikiwomeninred | 92 |
| @pankhurstcentre | 29 |
| @googleexpertuk | 28 |
| @adatheshow | 26 |
| @ddr333 | 26 |
| @mrsedithrigby | 25 |
| @susybotello | 24 |
| @marshacollier | 24 |
| @charlotteh71 | 24 |
| @hibowardere | 24 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
25
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 😂 | 3 | face_with_tears_of_joy |
| 🦉 | 2 | owl |
| 🥳 | 2 | partying_face |
| 😉 | 2 | winking_face |
| 👇🏼 | 2 | backhand_index_pointing_down_medium-light_skin_tone |
| 😁 | 1 | beaming_face_with_smiling_eyes |
| 👍 | 1 | thumbs_up |
| 👇 | 1 | backhand_index_pointing_down |
| 😊 | 1 | smiling_face_with_smiling_eyes |
| 👻 | 1 | ghost |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 12 |
| People & Body | 7 |
| Animals & Nature | 3 |
| Flags | 1 |
| Objects | 1 |
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