PoliceKE - Tweet Data Analysis

Summarization

The tweets cover a range of topics including sports competitions, crimes such as pedophilia and kidnapping, police misconduct, and calls for justice and accountability. Some tweets report on the results of a shooting competition, while others criticize police behavior during protests and urge for reform within the police force. There are also tweets about a missing student and a reminder to protect human rights. One tweet includes vulgar language and another calls for a complete overhaul of the police institution in Kenya.

Topic Modeling

1. #EAPCCOGames2023:
   • Day six Results: #Shooting Competition: @Rwandapolice is the Overall winner followed by #KenyaPolice and the #UgandaPolice .@EthiopiaPolice @PoliceKE @TanzaniaPolice @PoliceUg @RNPSpokesperson @rbarwanda
   • A well organised #EAPCCOGames2023 is closing Today March 27th 2023. The official Closing Ceremong is happening now at @bkarenarw. You can Click on this Link to follow Live this closing Ceremony: Link: @EthiopiaPolice @PoliceKE @Rwandapolice #RwOT
   • #EAPCCOGames2023 : Those who attended the #Shooting Competition Have Learnt the Power and the Beauty of Gender through @Rwandapolice @EthiopiaPolice @PoliceKE @TanzaniaPolice @PoliceUg @RNPSpokesperson @rbarwanda
   • #EAPCCOGames2023 #RDF, #Dasso, #RCS, #RIB staffs are there to support the @RwandaPolice HandBall team which is now playing final Match with the Ugandan team @EthiopiaPolice @PoliceKE @Rwandapolice @TanzaniaPolice @PoliceUg @RNPSpokesperson @rbarwanda
   • #EAPCCOGames2023 : Final Female individual Kata1.Rwanda:Uwase Razia 36.42.Burundi: Ishimwe Sifa 35.3Another Conglaturation to @Rwandapolice @EthiopiaPolice @PoliceKE @TanzaniaPolice @PoliceUg @Rwandapolice @RNPSpokesperson @IGIHE @kigalitoday @rbarwanda
   • #EAPCCOGames2023 Day six Results: #Shooting Competition: The Awards Ceremony was blessed by CP John Bosco Kabera, and it was a Joyful Day for @Rwandapolice staffs @EthiopiaPolice @PoliceKE @TanzaniaPolice @PoliceUg @RNPSpokesperson @rbarwanda
2. Police:
   • @_mannataliban_ jokes should be funny. This is not a joke. This is not Funny. Pedophilia is a sick tendency best treated in jail. @DCI_Kenya @Kenyajudiciary @fidakenya @save_children @PoliceKE @NPSOfficial_KE
   • @RailaOdinga @ntsa_kenya The number plate of this car is KDD 233P but in one way or another for reasons we are not aware of they manipulated it to this. Over to you in rectifying this mess. No Kenyan should break the law no matter what.cc: @PoliceKE @DCI_Kenya
   • @Ma3Route @citizentvkenya @NPSOfficial_KE @RichardMapoz @PoliceKE @DCI_Kenya this is a very high level witness, summon him for more information regarding his allegations of mungiki deployment at Northgates.
   • Kenya police do not have powers to reject and ban demonstrations. Article 37 is active. They should wake up from colonial slumber @NPSOfficial_KE @PoliceKE
   • FELIX KIPNGETICH ADM 9372, A Form one boy at Tenwek Boy's High school disappeared on Monday night from school. Reports say he was kidnapped and taken to Narok through Olulunga .@PoliceKE @DCI_KenyaContact 0703231418 Retweet widely.Kericho. Resign. Ben 10. Ramadan
   • The CS for @InteriorKE, Prof @KindikiKithure has said that the @DCI_Kenya headquarters, @PoliceKE stations and all other security establishments & facilities must be respected by all persons. CS Kindiki also directed all security agencies to ensure that Kenya's securities…
   • "Deliberate targeting of journalists covering the demonstrations by police officers and criminals must stop. Media houses are protected by Article 33 and 34." @irunguhoughton c.c. @MediaCouncilK@KenyaEditors@KUJ_Kenya@PoliceKE@Azimio__Kenya#MaandamanoMonday
   • @bonifacemwangi is to blame for what is happening in Kibra. This is the tweet of him profiling the Nubians @DCI_Kenya @PoliceKE
   • The demonstrations by Azimio is among others to have police officers live a decent life, get better salaries and housing. So clobbering us is clobbering themselves @PoliceKE
   • Siaya Commander Michael Muchiri reminds all @PoliceKE officers have a duty to protect human rights and serve the public.#AccountabilityNow#YalaBodies
   • Where were the police when unknown persons invaded East Africa Spectre Ltd in Industrial Area, Nairobi & #northlands in Ruiru? #MaandamanoMondays #Maandamano ama Kenya is now #shambalawanyama? @NPSOfficial_KE @PoliceKE #UshenziKe YOU DON'T PUT OUT A FIRE BY ADDING FUEL.
   • The greatest obstacle to Kenya's Constitutional ideals, good order & constitutionalism is @PoliceKE @DCI_Kenya @NPSOfficial_KE. Right from enforcement of Unconstitutional Covid-19 measures to provoking peaceful demonstrations. Overhaul these institutions!!
3. Miscellaneous:
   • 08:17 This morning state house road fully closed....POLICE CHECK UP!!!! GSU AND RIOTS POLICE OFFICERS on patrol Use lenana road please @PoliceKE @ntsa_kenya via @HMalumu
   • در فٹے منہ ۔۔۔۔لعنت تواڈے تے بیشرمو ڈوب مرو 🖐️@WilliamsRuto @StateHouseKenya @PoliceKE @kdfinfo @GovtOfKenya @GovtofPakistan @CMShehbaz @RanaSanaullahPK @thenews_intl

Emotional Analysis

The tweets cover a range of emotions, from excitement and joy over the #EAPCCOGames2023 results, to frustration and anger towards @PoliceKE and @DCI_Kenya for perceived failures in protecting human rights and handling demonstrations. There are also expressions of concern for missing persons and accusations against individuals like @_mannataliban_ and @bonifacemwangi. Overall, the emotions expressed in these tweets are mixed and range from positive to negative.

Trend Analysis

1. #EAPCCOGames2023
2. Police actions and accountability (@DCI_Kenya, @NPSOfficial_KE, @PoliceKE)
3. Demonstrations and freedom of speech
4. Crimes and missing persons (@fidakenya, @save_children)
5. Journalist rights (@MediaCouncilK, @KenyaEditors, @KUJ_Kenya)