Tweets Analysis - Keyword: @TSC_KE
Overview
Total number of tweets analysed
232
Earliest tweet was on
2023-02-11
Latest tweet was on
2023-02-22
Tweets covering
10 days
Average age of authors' accounts
6 years
Summarization
Students from Arnesens High School walked over 40km to seek audience with Ainabkoi sub-county Commissioner Charles Laboso over absentee teachers and few toilets. The CS held a meeting with UNICEF Country Representative to discuss education in Kenya, and the education minister and US AID discussed the Dashboard they have developed to improve observation in schools. Meanwhile, many teachers are struggling financially due to MAKL Scammers, and TSC is running a very corrupt institution. The TPD program should be tailored to different roles and positions, and GIZ had a step-by-step approach. Teacher transfers have been protested and a drunk teacher was chased away in Eldoret.
Topic Modeling
- TSC (Teacher Service Commission): Transfer of Chief Principal, transfer of teachers, salaries & benefits, teacher professional development, humiliation & abandonment of teachers
- Education: Reading remediation, classroom observation, Quality Assurance & Standards
- Protests: ARNESENS High School students, Ugenya High students, Narok native teachers
- MAKL Scam: Unpaid dues, humiliation of teachers
- Partnerships & Collaborations: @USAIDKenya, @EduMinKenya, @UNICEFKenya, @KICDKenya, @ExamsCouncil, @WIDU_africa, @BMZ_Bund
Emotional Analysis
The tweets express a range of emotions from sadness to frustration to anger. The first tweet expresses sadness at the plight of students who have to walk long distances and go for long periods without teachers. The following tweets express frustration with the lack of action from the government and TSC_KE, and the corruption within the institution. The tweets also express anger at the lack of respect for teachers and the humiliation they suffer. Finally, there is hope in the last few tweets, as people call for action and reform to help teachers.
Trend Analysis
- Absenteeism in schools
- Educational collaborations
- Effectiveness of Quality Assurance and Standards Officers
- Corruption in TSC
- Teacher Professional Development programs
Types of Tweets
Number of Retweets
22
Percentage of total tweets
9%
Number of Original tweets
71
Percentage of total tweets
30%
Number of tweets that contain Mentions
232
Percentage of total tweets
100%
Number of tweets that were Replies
133
Percentage of total tweets
57%
Number of tweets that were Quotes
7
Percentage of total tweets
3%
Number of tweets that contain Hashtags
27
Percentage of total tweets
11%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter for Android | 175 |
| Twitter Web App | 42 |
| Twitter for iPhone | 14 |
| TweetDeck | 1 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| jumaf3 | Juma G 🇰🇪 | Journalist: Business, Political and Socio-Economic issues within and without. | 115,643 |
| elimikatrust | Elimika Mashinani Trust | Working with policymakers, regulators and partners, we facilitate access to reliable, quality and sustainable education for all, at all levels #KeseaAwards2022 | 59,330 |
| EduMinKenya | EduMinKenya | The Official Twitter handle for the Ministry of Education of the Republic of Kenya | 41,006 |
| Asamoh_ | Rein | Economist | 39,531 |
| maktejah_ | Maktejah Brian™ 🚘 | Digital Marketer | Creative Designer | UI/UX Student | Cars & Gadgets | Tech | SJ5 | Goal is to get paid everyday 📌 { God • Family • Happiness } #Bitcoin | 28,718 |
| ItsKyuleNgao | Gerald Ngao Pk 🇰🇪 | Digital Marketing|| International Relations|| Politics|| Pan Africanist|| NeoMarxist Revolutionary|| GGMU|| ❤️ https://t.co/t9bywqWyLR | 20,194 |
| IrunguKE_ | Si Ni Mimi Nakushow | Most trusted erudite twitter user. Let's talk about tech... | 15,044 |
| wifeofyohana | MOGUL | Welcome to my Profile. Let's interact in tech ||Computer Scientist. | 13,923 |
| _sara__saran | Sarah❤💫 | Happy for lifetime😊😊🤩 | 12,503 |
| Itswanzalapetro | Wanzaa | God as u bless others,am also here...Do it for me God🙏🙏🙏😭 | 10,056 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| elimikatrust | Elimika Mashinani Trust | Working with policymakers, regulators and partners, we facilitate access to reliable, quality and sustainable education for all, at all levels #KeseaAwards2022 | 59,630 |
| jumaf3 | Juma G 🇰🇪 | Journalist: Business, Political and Socio-Economic issues within and without. | 22,634 |
| ItsKyuleNgao | Gerald Ngao Pk 🇰🇪 | Digital Marketing|| International Relations|| Politics|| Pan Africanist|| NeoMarxist Revolutionary|| GGMU|| ❤️ https://t.co/t9bywqWyLR | 19,403 |
| wifeofyohana | MOGUL | Welcome to my Profile. Let's interact in tech ||Computer Scientist. | 9,630 |
| IrunguKE_ | Si Ni Mimi Nakushow | Most trusted erudite twitter user. Let's talk about tech... | 9,254 |
| sethmurule2 | Don Seth | Management Consultant || Global Leadership Institute | 7,470 |
| ItsMasisah | MASISAH VINCENT | FATHER||WRITER ||POLITICAL ANALYST||Entrepreneur | Publicist |ARSENAL FAN || | 7,416 |
| Itswanzalapetro | Wanzaa | God as u bless others,am also here...Do it for me God🙏🙏🙏😭 | 7,070 |
| morris_byattah | lit_ricky254 | MUFC⚽Ancient of days.🙏Worth.✊Believe what you hear about me.👂 | 6,954 |
| jeffanangwe | BUTEREs' Finest 🇰🇪🇩🇪 | Tough Choices will make you or break you. | 5,002 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| wamuyu_048 | Love politics, Tutor , transcriber, online writer, freelancer, Manchester united fc. | 10 |
| finest_likoni | #Tech | 6 |
| Elea14987822 | wages up⬆️ bills down ⬇️ | 5 |
| jmusembi | A Melancholic Pragmatist. Teacher. Liverpool FC. Gor Mahia. LALakers. Anime. | 5 |
| jeffanangwe | Tough Choices will make you or break you. | 5 |
| Emmanuelpaalle | Father,Teacher; I help Educatiors make sense. Evangelist of successful agribusiness. | 5 |
| EduMinKenya | The Official Twitter handle for the Ministry of Education of the Republic of Kenya | 4 |
| Simiyu_001 | Journalist /Writer/Photographer | 4 |
| BoniTMutinda | Dad, Gunner & Roman Catholic.Educationist cum student of Political Science! Senate material. | 4 |
| IrunguKE_ | Most trusted erudite twitter user. Let's talk about tech... | 3 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1625104299830247426 | Update: ARNESENS HIGH School students walked over 40km to seek audience with Ainabkoi sub-county Commissioner Charles Laboso over absentee teachers & few toilets. Students say sometimes they stay a whole week without a single teacher in school. Cc @TSC_KE, this is sad. https://t.co/Ew1MBKMjaq | 25 |
| 1627247279655604226 | PS Kipsang thanked the Reading Remediation project the @USAIDKenya is conducting on a pilot basis, in schools in 27 Counties. @machoguezekiel @Bettymuganda17 @Muoria_Dr, @TSC_KE @KICDKenya @ExamsCouncil @UNICEFKenya https://t.co/e1IoJ4yRIr | 5 |
| 1627248784374738944 | He said the Dashboard @USAIDKenya has developed in conjunction with '@EduMinKenya will greatly improve classroom observation by Quality Assurance and Standards Officers in schools throughout the country.@machoguezekiel @Bettymuganda17 @Muoria_Dr @TSC_KE @KICDKenya @ExamsCouncil https://t.co/PNXyYZ6YlX | 5 |
| 1625895253659070465 | The CS @EduMinKenya @machoguezekiel today held a meeting with @UNICEFKenya Country Representative, @ShaheenSnilofe with whom they discussed wide-ranging areas of mutual interest in education in his office. @Bettymuganda17 ,@Muoria_Dr @jillaow @TSC_KE @KICDKenya @ExamsCouncil https://t.co/eqfUS1WBCJ | 4 |
| 1624778753669844992 | https://t.co/Knd6CncqBL @Bettymuganda17 @Muoria_Dr @jillaow @KICDKenya @ExamsCouncil @TSC_KE @VTTMoE | 2 |
| 1626628674685394944 | Nancy Macharia, CEO, @TSC_KE is running a very corrupt institution that is humiliating and torturing teachers. | 2 |
| 1626628462315175961 | We have TSC that thrives on threats, intimidation, and malice as teachers suffer. TSC indolent and sadistic attitude has seen teachers break families. Getting transfer by @TSC_KE is extreme sport | 2 |
| 1625192399994597377 | @jeffanangwe @jumaf3 @TSC_KE You confusing matiang'i n magoha | 1 |
| 1625881677074518017 | @TSC_KE why are you overlooking the mistreatment of teachers under your union?? Ama mnakula kimoja na MAKL Scammers?? #MinetPayYourDebts @Minet_Kenya https://t.co/e1ZLZbYSei | 1 |
| 1625881662671167488 | Waaah you mean Minet has 2billion debt yet to be paid to mediheal hospital?? Nowander they terminated the contract with MAKL Scammers #MinetPayYourDebts @Minet_Kenya @TSC_KE https://t.co/CZohT52p0v | 1 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1625104299830247426 | Update: ARNESENS HIGH School students walked over 40km to seek audience with Ainabkoi sub-county Commissioner Charles Laboso over absentee teachers & few toilets. Students say sometimes they stay a whole week without a single teacher in school. Cc @TSC_KE, this is sad. https://t.co/Ew1MBKMjaq | 123 |
| 1625895253659070465 | The CS @EduMinKenya @machoguezekiel today held a meeting with @UNICEFKenya Country Representative, @ShaheenSnilofe with whom they discussed wide-ranging areas of mutual interest in education in his office. @Bettymuganda17 ,@Muoria_Dr @jillaow @TSC_KE @KICDKenya @ExamsCouncil https://t.co/eqfUS1WBCJ | 23 |
| 1627247279655604226 | PS Kipsang thanked the Reading Remediation project the @USAIDKenya is conducting on a pilot basis, in schools in 27 Counties. @machoguezekiel @Bettymuganda17 @Muoria_Dr, @TSC_KE @KICDKenya @ExamsCouncil @UNICEFKenya https://t.co/e1IoJ4yRIr | 17 |
| 1627248784374738944 | He said the Dashboard @USAIDKenya has developed in conjunction with '@EduMinKenya will greatly improve classroom observation by Quality Assurance and Standards Officers in schools throughout the country.@machoguezekiel @Bettymuganda17 @Muoria_Dr @TSC_KE @KICDKenya @ExamsCouncil https://t.co/PNXyYZ6YlX | 13 |
| 1626117601171472385 | #MinetPayYourDebts many clients of yours especially teachers can't even get basic treatment, the frustration makes them chip into their pockets again. MAKL Scammers @Minet_Kenya need to be stopped. @TSC_KE https://t.co/fvhnkFNUXL | 6 |
| 1624778753669844992 | https://t.co/Knd6CncqBL @Bettymuganda17 @Muoria_Dr @jillaow @KICDKenya @ExamsCouncil @TSC_KE @VTTMoE | 5 |
| 1626628674685394944 | Nancy Macharia, CEO, @TSC_KE is running a very corrupt institution that is humiliating and torturing teachers. | 4 |
| 1626628462315175961 | We have TSC that thrives on threats, intimidation, and malice as teachers suffer. TSC indolent and sadistic attitude has seen teachers break families. Getting transfer by @TSC_KE is extreme sport | 4 |
| 1625880457853251591 | We call upon the unions to come and champion for what the teachers are going through #MinetPayYourDebts MAKL Scammers @Minet_Kenya @TSC_KE https://t.co/uHbLoVVb7j | 3 |
| 1626114601518522370 | #MinetPayYourDebtsWe need to know why MAKL Scammers @Minet_Kenya are subjecting @TSC_KE teachers into this humiliation. https://t.co/ukW20OOND5 | 3 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #minetpayyourdebts | 17 |
| #tusome | 1 |
| #daybreak | 1 |
| #minetpayyourdebtswe | 1 |
| #minetpayyourdebtsmakl | 1 |
| #kot | 1 |
| #mensconference | 1 |
| #retirement | 1 |
| #invest | 1 |
| #assetsvsliabilities | 1 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @tsc_ke | 228 |
| @eduminkenya | 42 |
| @kicdkenya | 26 |
| @minet_kenya | 24 |
| @jumaf3 | 23 |
| @examscouncil | 22 |
| @machoguezekiel | 19 |
| @bettymuganda17 | 19 |
| @muoria_dr | 19 |
| @usaidkenya | 14 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
13
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 🤣 | 8 | rolling_on_the_floor_laughing |
| 🤔 | 6 | thinking_face |
| 😂 | 3 | face_with_tears_of_joy |
| 🤬 | 3 | face_with_symbols_on_mouth |
| 😞 | 2 | disappointed_face |
| 👀 | 1 | eyes |
| 😔 | 1 | pensive_face |
| 🤨 | 1 | face_with_raised_eyebrow |
| 🏠 | 1 | house |
| ✉️ | 1 | envelope |
Emojis groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 26 |
| People & Body | 3 |
| Travel & Places | 1 |
| Objects | 1 |
| Symbols | 1 |