Source: http://diary.croakun.com/post/94811791935/malaysia-politics-analysis-study-case-mb-selangor-30-jul In this study case, we collecting the tweets related to Malaysia politics for a short period. Based on client's goal, our researchers filter out the noises (media, retweets, spams, ads...) and manually label the categories, here are Issues, Identities and Sentiments. Our machine will auto-labelling the future tweets through deep learning methods. Human intervention for accuracy less than 90%. Finally, charts and reports generated for decision making.

1. 8/16/14, 1:33 AMMalaysia Politics Analysis Study Case (MB Selangor) 30 July 2014 | Croakun
Page 1 of 6http://diary.croakun.com/post/94811791935/malaysia-politics-analysis-study-case-mb-selangor-30-jul
Malaysia Politics Analysis
Study Case (MB Selangor) 30
July 2014
Posted by: croakun on 15 August 2014
The top Malaysian’s issue as in July 30 is #MBSelangor.
In 30 July 2014, people are discussing about “MB Selangor” (40%), “PAS Quit
PR or/and Joining UMNO” (22%) and “Vehicle Entry Pass Hike” (8%). Most
mentioned identities are “Najib Razak” (17%), “PAS” (15%) and “Anwar Ibrahim”
(13%). Generally, the sentiment is Opposing, at 88% regarding to today issues.
69% and 31% tweeting in Malay and English respectively.
Note: There is a screencast at the bottom of the post.
For the “MB Selangor” issue, “Khalid Ibrahim” was the top mention (28%),
following by “Anwar Ibrahim” (26%) and “PKR” (18%).

2. 8/16/14, 1:33 AMMalaysia Politics Analysis Study Case (MB Selangor) 30 July 2014 | Croakun
Page 2 of 6http://diary.croakun.com/post/94811791935/malaysia-politics-analysis-study-case-mb-selangor-30-jul
58% are opposing Khalid Ibrahim from continuing as Chief Minister of
Selangor because they think he is the root of the opposition coalliation chaos.
He is no more supported by his own party after some mistakes during his
terms and should just give back the seat to party who selected him.
Random selected tweets:

3. 8/16/14, 1:33 AMMalaysia Politics Analysis Study Case (MB Selangor) 30 July 2014 | Croakun
Page 3 of 6http://diary.croakun.com/post/94811791935/malaysia-politics-analysis-study-case-mb-selangor-30-jul
Whatever you think that you deserve or underserve, it’s time for you to go @Khalid_Ibrahim
Siapa @Khalid_Ibrahim sblm wujud PR yg jd pagar yg makan padi semasa bln ramadhan yg
mulia. Jawatan penasihat ekonomi umno lebih sesuai.
Pasai @Khalid_Ibrahim porak peranda pulak PAS. Just LET HIM GO lah PAS.
I hope @Khalid_Ibrahim will toe party instructions. Being stubborn will not endear you to
Sgorians who voted for PR.
@Khalid_Ibrahim Kendurkn kemarahn pengundi & pimpinan PR dgn berbincang rkn
PR dlm isu AIR & KIDEX. Insyallah isu pertukaran MB akan reda
Rupa rupanya kuat juga Khalid Ibrahim ni sampai semua dah jadi kelam kabut dan huru hara
apabila beliau cuba digantikan #jp12
@Khalid_Ibrahim kalau parti sendiri suruh berhenti, berhentilah. Tak perlu nak raih
sokongan dari pemimpin parti lain masa TS dah berlalu
Kesalahan TSKI satu2nya ialah tidak menjadi Menteri Besar kepada Pakatan Rakyat…ttp
mnjd Menteri Besar pd teamnya sndiri.
TS #MBSelangor @Khalid_ibrahim kena gentle… Biar #Selangorian buang undi…. Bubar aje
#DUN @NajibRazak @hmetromy@suaradottv @fuhas_tweet
Jika TS @Khalid_Ibrahim fikir kerana dia PR menang di Selangor, bubar DUN, tubuh parti
dan bertanding. Tengok berapa kerusi boleh dapat
However, 41% are supporting Khalid Ibrahim as Chief Minister. The main
reason is Khalid actually had done a great service for Selangor people with his
experience as a former corporate figure, while getting fully supports from PAS
top leaders. At the same time, also because they don’t want Anwar Ibrahim to
apply nepotism into Selangor.
@Khalid_Ibrahim Rakyat Need you more than all these greedy
leaders. @anwaribrahim @drwanazizah @AzminAli @rafiziramli@abdulhadiawang
@Khalid_Ibrahim Keep praying TS. Allah will be there for
you…@anwaribrahim @drwanazizah
TS khalid ibrahim bagus. Otak korporat dye sesuai dgn negeri selangor yg pesat dgn
prkembangan ekonomi.
@KhalidSamad Malang sungguh nasibmu Khalid Ibrahim parti mu sendiri tak sayang
kepadamu tapi parti lain pula yang sayang kepadamu
Semoga Tan Sri @Khalid_Ibrahim terus menjadi MB seperti sediakala!
@zaidibrahim , @Khalid_Ibrahim is doing very well in S’gor. Kepentingan rakyat lagi
penting.
Khalid ibrahim he is a good man as a father as a friend.. stop for any speculation guys.. hari
raya kan ☺
There, I’ve said it. I vote in selangor. & I want Khalid Ibrahim to see his term thru. Tukar
MB selangor aku xkan ngaku
Nik Ajis dn Hj Hadi sokong Khalid Ibrahim tp x sokong bini Anwar Ibrahim…. kenapa kenapa
kenapa??????
@Khalid_Ibrahim @tankengliang you have my back Tan Sri! A true gentleman and
statesman. Rakyat is your priority.

4. 8/16/14, 1:33 AMMalaysia Politics Analysis Study Case (MB Selangor) 30 July 2014 | Croakun
Page 4 of 6http://diary.croakun.com/post/94811791935/malaysia-politics-analysis-study-case-mb-selangor-30-jul
That’s the reason why 100% are not supporting Anwar Ibrahim in substituting
his wife as the new Chief.
Note: This is a daily analysis, meaning only in this July 30, people are opposing Anwar
Ibrahim 100%, but maybe be in different support rate for other days.
Kronisme parah dalam UMNO dulu zaman Anwar jadi TPM/Menteri Kewangan lah…keluar
UMNO bercakap macam hilang ingatan, tak ada dosa… puihhh
@abdulhadiawang @cmlimguaneng Dlm kesedihan tragedi #MH17 huru hara dlm Pktn
Hrm.Ketua Umum sibuk nak tukarkn @Khalid_Ibrahim dgn isterinya
If @anwaribrahim ever to become the PM, would he also make his wife to be Home Minister,
daughter to be Finance Minister & so on? Pls reveal
Uncle @RajaPetra , knp uncle @anwaribrahim degil dan gila kuasa?
Kenapa awak mewakili PKR dalam Majlis Presiden PR @anwaribrahim ? Awak bukan
Presiden pun.
@anwaribrahim @SediNur salah faham yg wjd adalah sikap pempin pkr sndri Dsai perlu
mperbki byk prkra pokok dlm pkr smga pkr akn jd kuat tq
@anwaribrahim nak jadi PM x jadi, nak jadi MB x jadi. Skrg plak nak naik isteri jadi MB. PKR
memang Parti Keluarga anwaR la. #NSDK
Dia bg sttment mcm presiden Pas. Kelakar “@501Awani: Hanya pandangan peribadi Hadi,
tidak mewakili PAS, kata Anwar Ibrahim #MBSelangor
Mohon @NajibRazak @my_malaysia @Zahid_Hamidi@HishammuddinH2O @Khairykj @
MukhrizMahathir selamatkan Malaysia dari @anwaribrahim .
Uncle @HadiAwang dan uncle @Khalid_Ibrahim wajib berhati2 dgn agent
uncle @anwaribrahim dlm PAS. @MahfuzOmar@datohusammusa @KhalidSamad
The above is an extract only of Daily Insights. This project is about the real
people’s sentiment on Malaysian issues through twitter. There are no Media’s,
spams, RTs, bots… no craps, all meaningless noises were filtered, only pure
people’s sincere voices. Quality, not quantity. Actionable Insights & KPIs for