wb_research - Tweet Data Analysis
Tweets Analysis - Keyword: @wb_research
Published March 8, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-18
Earliest tweet was on
2023-02-08
Total number of tweets analysed
177
Average age of authors' accounts
7 years
Summarization
Over the span of two days, various donors, research organizations, and other governmental representatives discussed ways to increase the impact of development finance while considering the quantity of finance available. Incorporation of knowledge and high-frequency data was identified as key to successful interventions and financial inclusion as an effective way to improve financial wellbeing. It was proposed that inexpensive psychosocial interventions and risk mapping can help reduce casualties and damages, and survey response rates were discussed as a possible indicator of progress.
Topic Modeling
- Development Finance
- Knowledge
- Data Analysis
- Psychosocial Support
- Innovation in Surveys
Emotional Analysis
The overall sentiment expressed in these tweets is one of enthusiasm, optimism, and appreciation. The tweets discuss the progress made in boosting the impact of development finance, the importance of knowledge in increasing impact, and the value of psychosocial support in development interventions. People are expressing their gratitude to those who are co-hosting the discussions, and are excited about the new research and publications being released. There is also an acknowledgement of the challenges of inequality and poverty, and the need to use data and machine learning to minimize the damage caused by natural disasters.
Trend Analysis
- Development Finance and Impact
- Data and High-Frequency Statistics
- Psychosocial Support
- Index-Based Livestock Insurance
- Risk-Mapping and Machine-Learning
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
71
40% of total
Number of Original tweets
18
10% of total
Number of tweets that were Quotes
9
5% of total
Number of tweets that were Replies
83
46% of total
Number of tweets that contain Hashtags
43
24% of total
Number of tweets that contain Mentions
177
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 91 |
| Twitter for Android | 37 |
| Twitter Web App | 35 |
| TweetDeck | 4 |
| Hootsuite Inc. | 4 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| WorldResources | World Resources Inst | Addressing earth’s biggest challenges in food, forests, water, ocean, cities, energy and climate through business, equity, economics and finance. | 199,295 |
| wb_research | World Bank Research | Official World Bank Research Twitter account. Tweeting about economic research, trends, data, and impact evaluations. | 66,262 |
| jamalmalinzi | Jamal Malinzi | Entrepreneur, Former President Tanzania Football Federation | 61,932 |
| BaldwinRE | Richard Baldwin | Prof Int'l Econ, Geneva Graduate Institute; Founder & Editor-in-Chief @VoxEU; Books: The Globotics Upheaval (2019), The Great Convergence (2016); MIT Econ PhD | 39,262 |
| WRIRossCities | WRI Ross Center | WRI Ross Center for Sustainable Cities: Helping cities make big ideas happen. A program of @WorldResources. Producer of https://t.co/gJg9dJxTYy. Tweet ≠ endorse | 32,105 |
| MCCgov | Millennium Challenge | MCC works with countries committed to good governance, economic freedom and investment in their people to reduce poverty through economic growth. | 26,524 |
| WBG_Environment | WBG Environment | The @WorldBank Group works with countries to sustainably manage the environment, natural resources and blue economy that support livelihoods and sustain life. | 23,029 |
| vox_dev | VoxDev | Where research meets practice; a platform for development enthusiasts to discuss key policy issues. Powered by @cepr_org @The_IGC @PEDL_CEPR | 14,891 |
| altanalim | Aлтан. Алим | Ipsa Scientia Potestas Est. RT is not endorsement | 12,926 |
| DirDigEng | Andrew Stott | Andrew Stott was on the UK Transparency Board & the UK Gov first Director of Transparency & Digital Engagement. Tweets here on data, IT & new media are his own. | 11,516 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| WorldResources | World Resources Inst | Addressing earth’s biggest challenges in food, forests, water, ocean, cities, energy and climate through business, equity, economics and finance. | 16,653 |
| WamanyaPious | Kabarole's finest | Tooro is my home, @Arsenal and @vipersSC , I face allot but I'm not a story teller,Student @Makerere | 9,988 |
| DirDigEng | Andrew Stott | Andrew Stott was on the UK Transparency Board & the UK Gov first Director of Transparency & Digital Engagement. Tweets here on data, IT & new media are his own. | 7,205 |
| vibes_merchant | Turyasingura | Rowdy junior doctor, doing his thing. 🙌 to Jah. | 6,789 |
| tarundsnaol | Tarun | कर्मण्येवाधिकारस्ते मा फलेषु कदाचन । मा कर्मफलहेतुर्भुर्मा ते संगोऽस्त्वकर्मणि ॥ https://t.co/ibBIXJ8JtM | 5,001 |
| Pamesther100 | Pamela Patrick | Retweets are not endorsements. All views are personal. Working with World Bank, India. #travelling #reading #Francophile 😇😇 #socialjustice #equalityofaccess | 3,788 |
| SaltleyGates | Saltley Gates | CONSERVATIVES HAVE DELIBERATELY BROKEN THE BACK OF NHS MENTAL HEALTH SERVICES 38yr Frontline NHS Local Auth Mental Health Crisis Nurse &Therapist DEFEND THE NHS | 3,510 |
| jacquekamau | Jacqueline Njambi Kamau Kibe | Authorpreneur,Leader, Trade Unionist,Lover of God,Mother,Wife, Trainer, Public Policy analyst,Researcher,Consultant diligent and haves fun in everything | 3,447 |
| Raneeque | Aneeque Javaid | environmental, behavioral, institutional economics. But mostly retweets about old movies and liveable cities | 3,357 |
| denicomc | Michael Denicola | Economic Analyst working in the financial services industry. Degree in Quantitative Finance & Financial Economics from James Madison University views are my own | 3,274 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| eric_okiria | There is space for every1✨ Graduate Finance/Econ/Research/Banking/Agric🍇🥑 Working on my Twitter bio😊. Check again after 10years. 📧: [email protected] | 59 |
| emmafrankham1 | Technical Writer @WorldBank @wb_research. Prev @UWSoc @uwpolisci @BhamPolsis | 5 |
| ARUA_ACEIR | The African Centre of Excellence for Inequality Research undertakes multidimensional & interdisciplinary analyses of inequality in the African & global contexts | 4 |
| FKondylis | research at DIME World Bank. she/her. | 3 |
| abehrer | Economist @wb_research. Work on development, pollution, climate. Fmr:@FoodSecurity_SU|@EPoDHarvard|@FulbrightNZ 🐧s fan, everything outside, especially ⛷️ | 2 |
| StanfordKingCtr | A @Stanford research center working to improve the lives of the world’s poor. Part of @SIEPR and @StanfordSEED | 2 |
| ShonaLinda1 | - | 2 |
| azmi7110 | فَإِذَا عَزَمْتَ فَتَوَكَّلْ عَلَى اللّهِ | 2 |
| SALDRU1 | Southern Africa Labour & Development Research Unit - applied empirical research & capacity building in inequality, labour markets, human capital & social policy | 2 |
| NanaJenifer1 | Award winner, MegaStars 2021, Community Reportg Category @Mediaprenuer hub🤗..Passionate towards my Journalism career,an extrovert, God-fearing, Loving. | 2 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1626147212899098626 | A community-level film event & group-based life skills training ⬆️ the cost-effectiveness of anti-poverty programmes. Today, Thomas Bossuroy @wb_research, @PatrickPremand @WBG_SPLabor @WorldBankAfrica & @catcthomas @StanfordSPARQ outline 🆕 research: https://t.co/Tetmr7MEwj | 8 |
| 1626173822209499137 | Today @Utenriksdept, @wb_research and @noradno are hosting donors to discuss how to boost impact of development finance. The volume of dev. finance is critical but we need to discuss much … | 7 |
| 1626147789313921025 | ACEIR's Kenya node convener, Prof Diamiano Manda, commends Dr @LFLopezCalva & his @WBG_Poverty @wb_research team for an excellent report. Now, another member of the ACEIR Kenya team, Prof Germano Mwabu, … | 6 |
| 1625719489462411264 | Conducted a 2-day community awareness workshop on Index Based Livestock Insurance #IBLI in Doolow, Gedo region of Somalia. This is in anticipation for the roll-out of @dfat, @AusHCKenya funded ANCP … | 4 |
| 1623845257564819457 | New from @wb_research: Latest Global Findex Data Chart 10 Years of (Extraordinary) Progress in Financial Inclusion Exhibit A is the extraordinary spread of mobile money accounts in Sub-Saharan Africa https://t.co/UDRw1lFrIP … | 4 |
| 1625153058081497088 | Dowload our updated compendium reviewing the evidence that digital financial inclusion is key to achieving the SDG goals Featuring @GlobalFindex & @wb_research https://t.co/XGQQK8uKtb | 3 |
| 1626586933559459840 | Wrapping up two days of intense discussions on boosting impact of development finance. Lots of interest among donors in @wb_research trial-and-adapt model. Thanks to partners in crime @IndermitGill, @alegovini for … | 3 |
| 1625548606458544151 | High-frequency #data from the #Sahel raises questions on how best to strengthen households’ capacities to absorb shocks #foodinsecurity #Niger #Mali with DIME World Bank .@wb_research .@WFP_Evaluation https://t.co/cMRTKCzfmi https://t.co/g4NqI1tzna | 3 |
| 1626201234762788864 | It's not all about money. Psychosocial support can have high returns in development interventions. See below our new Voxdev blog. Fore more, here is the original article published in Nature … | 3 |
| 1626793763979788290 | @havardmn @Utenriksdept @wb_research @noradno @AnneBeathe_ @BjorgSandkjaer @bardvegar @HertzbergHege @IndermitGill @alegovini @VictoriaKwakwa Thank you @Utenriksdept @noradno and @WBResearch for hosting this discussion in beautiful Oslo! Fascinating examples of what works for … | 3 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1626586933559459840 | Wrapping up two days of intense discussions on boosting impact of development finance. Lots of interest among donors in @wb_research trial-and-adapt model. Thanks to partners in crime @IndermitGill, @alegovini for … | 26 |
| 1626173822209499137 | Today @Utenriksdept, @wb_research and @noradno are hosting donors to discuss how to boost impact of development finance. The volume of dev. finance is critical but we need to discuss much … | 25 |
| 1625548606458544151 | High-frequency #data from the #Sahel raises questions on how best to strengthen households’ capacities to absorb shocks #foodinsecurity #Niger #Mali with DIME World Bank .@wb_research .@WFP_Evaluation https://t.co/cMRTKCzfmi https://t.co/g4NqI1tzna | 16 |
| 1626201234762788864 | It's not all about money. Psychosocial support can have high returns in development interventions. See below our new Voxdev blog. Fore more, here is the original article published in Nature … | 14 |
| 1625719489462411264 | Conducted a 2-day community awareness workshop on Index Based Livestock Insurance #IBLI in Doolow, Gedo region of Somalia. This is in anticipation for the roll-out of @dfat, @AusHCKenya funded ANCP … | 11 |
| 1623845257564819457 | New from @wb_research: Latest Global Findex Data Chart 10 Years of (Extraordinary) Progress in Financial Inclusion Exhibit A is the extraordinary spread of mobile money accounts in Sub-Saharan Africa https://t.co/UDRw1lFrIP … | 9 |
| 1625791492345278464 | Excited to co-launch this book on inequality in Pakistan. From local to global, growing inequality is a challenges to prevailing economic system that stands parallel if not above climate change … | 8 |
| 1626147212899098626 | A community-level film event & group-based life skills training ⬆️ the cost-effectiveness of anti-poverty programmes. Today, Thomas Bossuroy @wb_research, @PatrickPremand @WBG_SPLabor @WorldBankAfrica & @catcthomas @StanfordSPARQ outline 🆕 research: https://t.co/Tetmr7MEwj | 8 |
| 1626147789313921025 | ACEIR's Kenya node convener, Prof Diamiano Manda, commends Dr @LFLopezCalva & his @WBG_Poverty @wb_research team for an excellent report. Now, another member of the ACEIR Kenya team, Prof Germano Mwabu, … | 7 |
| 1625153058081497088 | Dowload our updated compendium reviewing the evidence that digital financial inclusion is key to achieving the SDG goals Featuring @GlobalFindex & @wb_research https://t.co/XGQQK8uKtb | 7 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #evaluation | 5 |
| #climatechange | 4 |
| #dt4a | 4 |
| #inequality | 3 |
| #poverty | 3 |
| #education | 3 |
| #abcde2023 | 3 |
| #data | 3 |
| #evidence | 3 |
| #sahel | 3 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @wb_research | 177 |
| @makcobams | 101 |
| @imfnews | 100 |
| @statisticsug | 99 |
| @makerere | 99 |
| @govuganda | 99 |
| @makererear | 99 |
| @makererenews | 99 |
| @npa_ug | 99 |
| @stanbicug | 99 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
86
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 🙏🏽 | 35 | folded_hands_medium_skin_tone |
| 🍾 | 16 | bottle_with_popping_cork |
| 🎉 | 15 | party_popper |
| 👏 | 12 | clapping_hands |
| 😊 | 8 | smiling_face_with_smiling_eyes |
| ➡️ | 5 | right_arrow |
| 💪 | 4 | flexed_biceps |
| 🚌 | 4 | bus |
| 🤗 | 3 | smiling_face_with_open_hands |
| 🥳 | 3 | partying_face |
Emoji Groups
| Emoji Group | Count |
|---|---|
| People & Body | 59 |
| Smileys & Emotion | 23 |
| Activities | 19 |
| Food & Drink | 18 |
| Objects | 12 |
| Travel & Places | 12 |
| Symbols | 9 |
| Flags | 1 |
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