Introduction

Social media such as Twitter, Facebook, and Tiktok are important communication tools in society by facilitating information and expanding public discussion. According to the 2021 statistic from Dataportal, there are about 28 million active social media user in Malaysia, where almost 50% are on Twitter. Therefore, Twitter is the strategic platform to measure public sentiment in Malaysia. The # function that connected to topics, issues or events enable content tagging which metadata indexing system use to identify specific posts. This are the main indicators containing the meaning of user sentiment where contextual mining of text would identify and extract subjective information to understand the social sentiment. Semantic analysis provide the analysis of opinion in a polarity score of positive (1), neutral () and negative(-1) towards the sentiment of Twitter users in context of COVID-19 in Malaysia. This project is study of Malaysian sentiment over the Covid-19 pandemic since the disease outbreak in January 2020.

Research Question

  1. How to classify the sentiment and emotion of Twitter users’ tweets via semantic analysis?

  2. How to cluster the sentiment of Twitter users’tweets via clustering analysis?

  3. What are the outcome of data visualization of COVID-19 tweets on Twitter users’ sentiment?

Research Objective

  1. To classify the sentiment and emotion of Twitter users’ tweets via semantic analysis.

  2. To cluster the sentiment of Twitter users’ tweets via clustering analysis.

  3. To provide data visualization of COVID-19 tweets on Twitter users’ sentiment.

Data

For this group project we collect data from Kaggle. The dataset was published in the year 2020.07.24 - 2020.08.30. It has 13 features and 179108 instances. The features consists of user_name, user_location, user_description, user_created, user_followers, user_frienda, user_verified, user_favourites, date, text, source, is_tweet.

We will be using only only features which is text. The text will be clean for easier analysis on semantic analysis. Before that, we filtered that data manually by collecting tweets from Malaysia including its states. From here, we have gain 801 dataset. https://www.kaggle.com/code/andradaolteanu/covid-19-sentiment-analysis-social-networks/notebook.

Research Design

This is the general flow chart that we will follow to answer our research objectives. It begin with literature analysis on covid-19 and semantic analysis. Going forth, we than collect data that suits our objectives and questions (Kaggle), as well as understand the data, implement two types of data analysis (semantics analysis and clustering). Lastly, we would provide data visualization of the output.

Project framework

Project framework

load file

covid <- read.csv(file.choose(), header = T)
str(covid)
## 'data.frame':    801 obs. of  13 variables:
##  $ user_name       : chr  "Nafis Alam" "Vanessa Workman" "Michael J Walsh" "Pein Lee" ...
##  $ user_location   : chr  "Malaysia" "Malaysia" "Hong Kong" "Malaysia" ...
##  $ user_description: chr  "#Fintech #Banking #AI & #Islamicfinance rsrchr, Prof. #Finance, Rsrch Afflt @CambridgeAltFin @CambridgeJBS, #Re"| __truncated__ "Florida native living overseas...freelance writing, blogging, exploring & juggling life, or the other way aroun"| __truncated__ "A rockstar in expanding sales channels & creating new oppâ\200\231s in APAC. YOUR Business Potential, Realised."| __truncated__ "Photographer" ...
##  $ user_created    : chr  "28/4/2009 10:07" "25/6/2011 0:00" "18/10/2014 2:28" "20/2/2009 13:47" ...
##  $ user_followers  : int  1445 41190 582 200 152935 543 1009 716348 716348 53 ...
##  $ user_friends    : int  360 38959 1097 820 2 4 403 411 411 281 ...
##  $ user_favourites : int  2863 13977 691 2158 2 45 2254 874 874 213 ...
##  $ user_verified   : logi  FALSE FALSE FALSE FALSE FALSE FALSE ...
##  $ date            : chr  "24/7/2020 23:51" "25/7/2020 0:00" "25/7/2020 0:31" "25/7/2020 0:31" ...
##  $ text            : chr  "#Covid19  Disrupts #APAC #LIBOR Transition, But Market Participants Unfazed \n\n#FinancialMarkets #Investmentâ\"| __truncated__ "Maybe you can't travel to Phuket now, but you'll be able to again in the future, right? Here are 8 Cool Things "| __truncated__ "#PBEC Member @topglovecorp has surpassed Public Bank on the @BursaMalaysiaKL to rank 2nd largest Company by mar"| __truncated__ "Lemming syndrome #covid19 https://t.co/1ASJgeWOoE" ...
##  $ hashtags        : chr  "['Covid19', 'APAC', 'LIBOR', 'FinancialMarkets', 'Investment']" "" "['PBEC']" "['covid19']" ...
##  $ source          : chr  "Twitter for iPhone" "TweetDeck" "Twitter for iPhone" "Twitter for Android" ...
##  $ is_retweet      : logi  FALSE FALSE FALSE FALSE FALSE FALSE ...

load libraries

#Data analysis
library(syuzhet)
## Warning: package 'syuzhet' was built under R version 4.1.3
library(lubridate)
## 
## Attaching package: 'lubridate'
## The following objects are masked from 'package:base':
## 
##     date, intersect, setdiff, union
library(ggplot2)
## Warning: package 'ggplot2' was built under R version 4.1.3
library(scales)
## Warning: package 'scales' was built under R version 4.1.3
## 
## Attaching package: 'scales'
## The following object is masked from 'package:syuzhet':
## 
##     rescale
library(reshape2)
## Warning: package 'reshape2' was built under R version 4.1.3
library(dplyr)
## Warning: package 'dplyr' was built under R version 4.1.3
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(tm)
## Warning: package 'tm' was built under R version 4.1.3
## Loading required package: NLP
## 
## Attaching package: 'NLP'
## The following object is masked from 'package:ggplot2':
## 
##     annotate
#Word cloud
library(wordcloud)
## Warning: package 'wordcloud' was built under R version 4.1.3
## Loading required package: RColorBrewer
## Warning: package 'RColorBrewer' was built under R version 4.1.3
library(RColorBrewer)

Summary of dataset

summary(covid)
##   user_name         user_location      user_description   user_created      
##  Length:801         Length:801         Length:801         Length:801        
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##                                                                             
##                                                                             
##                                                                             
##  user_followers     user_friends   user_favourites  user_verified  
##  Min.   :      0   Min.   :    0   Min.   :     0   Mode :logical  
##  1st Qu.:    372   1st Qu.:  174   1st Qu.:    44   FALSE:597      
##  Median :   2897   Median :  411   Median :   875   TRUE :204      
##  Mean   : 207885   Mean   : 1437   Mean   :  5252                  
##  3rd Qu.: 153666   3rd Qu.:  848   3rd Qu.:  3743                  
##  Max.   :7693631   Max.   :46415   Max.   :418604                  
##      date               text             hashtags            source         
##  Length:801         Length:801         Length:801         Length:801        
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##                                                                             
##                                                                             
##                                                                             
##  is_retweet     
##  Mode :logical  
##  FALSE:801      
##                 
##                 
##                 
## 

Data Pre-processing

Built corpus. Corpus = structured set of texts (use for statistical analysis). VectorSource = interpret each element of covid vector file “text” as a document and feed into corpus command. Convert corpus to Document Term Matrix (DTM). It creates matrix consists all words as an individual columns and each document (text) rows. Before that we need to clean our data by removing URLs, links, numbers, white space, stop words, punctuation etc for easier semantic analysis.

#build corpus |each tweet treated as document
corpus <-iconv(covid$text, to = "utf-8")
corpus <- Corpus(VectorSource(corpus))

#clean Text
corpus<- tm_map(corpus, tolower)
## Warning in tm_map.SimpleCorpus(corpus, tolower): transformation drops documents
corpus<- tm_map(corpus, removePunctuation)
## Warning in tm_map.SimpleCorpus(corpus, removePunctuation): transformation drops
## documents
#remove common word
cleanset<-tm_map(corpus, removeWords, stopwords('english'))
## Warning in tm_map.SimpleCorpus(corpus, removeWords, stopwords("english")):
## transformation drops documents
#remove URL
removeURL<-function(x) gsub('http[[:alnum:]]*', '', x)
cleanset<- tm_map(cleanset, content_transformer(removeURL))
## Warning in tm_map.SimpleCorpus(cleanset, content_transformer(removeURL)):
## transformation drops documents
#remove covid19
cleanset <- tm_map(cleanset, removeWords, c("covid19","covid19ã¢â,¬â¦","tã¢â,¬â¦"))
## Warning in tm_map.SimpleCorpus(cleanset, removeWords, c("covid19",
## "covid19ã¢â,¬â¦", : transformation drops documents
#remove whitespace
cleanset<- tm_map(cleanset,stripWhitespace)
## Warning in tm_map.SimpleCorpus(cleanset, stripWhitespace): transformation drops
## documents
#cleanset = text vector
cleanset <- tm_map (cleanset, content_transformer(stemDocument))
## Warning in tm_map.SimpleCorpus(cleanset, content_transformer(stemDocument)):
## transformation drops documents
#replace word with same meaning
cleanset <- tm_map(cleanset, gsub,
                   pattern='coronavirus',
                   replacement='covid19')
## Warning in tm_map.SimpleCorpus(cleanset, gsub, pattern = "coronavirus", :
## transformation drops documents
#Term Doc matrix | set into structured data
#Sys.setlocale('LC_ALL','C') --> error in nchar
tdm<- TermDocumentMatrix(cleanset)
tdm
## <<TermDocumentMatrix (terms: 2965, documents: 801)>>
## Non-/sparse entries: 7681/2367284
## Sparsity           : 100%
## Maximal term length: 87
## Weighting          : term frequency (tf)
tdm<- as.matrix(tdm)
tdm[1:10, 1:15]
##                    Docs
## Terms               1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
##   apac              1 0 0 0 0 0 0 0 0  0  0  0  0  0  0
##   disrupt           1 0 0 0 0 0 0 0 0  0  0  0  0  0  0
##   financialmarket   1 0 0 0 0 0 0 0 0  0  0  0  0  0  0
##   investmentã¢â‚¬â¦ 1 0 0 0 0 0 0 0 0  0  0  0  0  0  0
##   libor             1 0 0 0 0 0 0 0 0  0  0  0  0  0  0
##   market            1 0 0 0 0 0 0 0 0  0  0  0  0  0  0
##   particip          1 0 0 0 0 0 0 0 0  0  0  0  0  0  0
##   transit           1 0 0 0 0 0 0 0 0  0  0  0  0  0  0
##   unfaz             1 0 0 0 0 0 0 0 0  0  0  0  0  0  0
##   abl               0 1 0 0 0 0 0 0 0  0  0  0  0  0  0
m <- as.matrix(tdm)

Data Visualization - Word cloud

#Word cloud
library(wordcloud)
library(RColorBrewer)
w<-sort(rowSums(tdm), decreasing = TRUE)
set.seed(222)
wordcloud(words= names(w),
          freq = w,
          max.words = 50,
          random.order = F,
          min.freq=3,
          colors= brewer.pal(8,'Dark2'),
          scale= c(2.5,0.3))

Data Analysis - Semantic Analysis

#read file
covid <- read.csv(file.choose(), header = T)
tweet <- iconv(covid$text, to ='utf-8')

#obtain sentiment scores
s<- get_nrc_sentiment(tweet)
## Warning: `spread_()` was deprecated in tidyr 1.2.0.
## Please use `spread()` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was generated.
head(s)
##   anger anticipation disgust fear joy sadness surprise trust negative positive
## 1     0            0       0    0   0       0        0     0        0        0
## 2     0            0       0    0   0       0        0     0        0        1
## 3     0            1       0    0   0       0        0     1        0        1
## 4     0            0       0    0   0       0        0     0        0        0
## 5     0            1       0    0   1       0        0     3        0        2
## 6     0            0       0    0   0       0        0     0        1        0
#tweet[5]
get_nrc_sentiment('COVID19')
##   anger anticipation disgust fear joy sadness surprise trust negative positive
## 1     0            0       0    0   0       0        0     0        0        0

Sentiment analysis plot for COVID-19 tweets.

s<- get_nrc_sentiment(tweet)
pander::pandoc.table(s[, 1:8], split.table = Inf)
## 
## --------------------------------------------------------------------------
##  anger   anticipation   disgust   fear   joy   sadness   surprise   trust 
## ------- -------------- --------- ------ ----- --------- ---------- -------
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          1            0       0      0       0         0         1   
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##    0          0            0       1      0       0         0         1   
## 
##    0          0            0       0      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       1      0       1         0         1   
## 
##    0          1            0       1      0       0         0         1   
## 
##    0          0            0       0      0       0         0         1   
## 
##    0          1            0       1      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          1            0       1      0       0         0         2   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      1       0         0         0   
## 
##    0          0            0       0      0       0         0         1   
## 
##    0          1            0       1      1       1         1         2   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       1      0       1         0         0   
## 
##    0          0            0       0      1       0         0         1   
## 
##    0          1            0       1      0       1         0         0   
## 
##    0          2            0       0      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            2       1      0       1         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          1            0       0      1       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      1       0         0         1   
## 
##    1          0            0       1      0       1         0         0   
## 
##    0          0            0       2      0       0         0         2   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         1   
## 
##    1          0            1       0      0       1         0         0   
## 
##    0          0            1       1      0       1         0         0   
## 
##    0          0            0       0      0       0         1         0   
## 
##    0          0            0       1      0       0         0         0   
## 
##    0          1            0       1      1       0         1         1   
## 
##    2          0            1       2      0       1         1         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      2       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       1      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          1            0       1      1       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      1       0         0         1   
## 
##    1          1            1       0      0       1         1         0   
## 
##    0          0            1       1      1       1         0         1   
## 
##    0          0            0       1      0       0         0         1   
## 
##    0          2            0       1      1       0         0         2   
## 
##    0          0            1       1      0       1         0         0   
## 
##    0          1            0       0      1       1         0         1   
## 
##    0          0            1       1      0       1         0         0   
## 
##    0          0            0       0      0       1         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         1   
## 
##    0          0            1       0      1       0         0         1   
## 
##    1          0            0       1      0       0         0         0   
## 
##    0          1            0       0      1       0         1         0   
## 
##    2          0            1       1      0       1         0         0   
## 
##    2          0            2       2      0       2         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          1            0       0      1       0         1         1   
## 
##    0          1            0       1      0       0         0         0   
## 
##    0          0            1       0      0       0         0         0   
## 
##    0          0            1       1      0       1         0         0   
## 
##    0          0            1       2      0       2         0         0   
## 
##    1          0            0       1      0       0         0         1   
## 
##    0          0            0       1      1       2         0         1   
## 
##    0          2            0       0      3       0         1         2   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          1            0       0      2       0         2         0   
## 
##    0          1            0       0      2       0         1         1   
## 
##    0          0            0       1      0       1         0         1   
## 
##    0          0            0       1      0       1         0         0   
## 
##    0          1            0       1      0       0         0         1   
## 
##    1          1            0       1      0       1         0         0   
## 
##    0          0            0       2      0       1         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            1       1      0       1         0         0   
## 
##    0          0            0       0      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            1       1      1       1         0         1   
## 
##    0          1            0       0      1       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       1      1       2         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            1       1      0       1         0         0   
## 
##    1          1            0       1      0       0         0         0   
## 
##    0          0            0       0      1       0         0         0   
## 
##    0          0            1       1      0       1         0         0   
## 
##    0          2            0       0      0       0         0         1   
## 
##    1          0            0       0      0       0         0         1   
## 
##    1          2            0       0      2       0         1         2   
## 
##    0          3            0       0      1       0         0         2   
## 
##    0          0            0       1      0       1         0         1   
## 
##    1          1            0       0      1       0         0         0   
## 
##    0          1            0       0      1       0         1         1   
## 
##    0          1            0       0      0       0         0         2   
## 
##    0          0            0       0      0       0         0         0   
## 
##    1          0            1       2      0       1         0         1   
## 
##    0          0            1       1      0       1         0         0   
## 
##    0          0            1       1      0       1         0         0   
## 
##    1          1            1       1      0       1         1         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    1          0            1       1      0       1         0         1   
## 
##    0          0            1       1      0       1         0         0   
## 
##    0          1            0       1      0       1         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       1      0       1         0         0   
## 
##    0          0            1       1      0       1         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    1          0            1       1      0       1         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      1       0         0         1   
## 
##    1          0            0       2      0       1         0         0   
## 
##    0          0            0       0      1       0         0         1   
## 
##    0          0            0       1      0       1         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       1      0       1         0         0   
## 
##    0          0            1       1      0       1         0         0   
## 
##    0          0            0       0      0       1         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            1       1      0       1         0         0   
## 
##    0          2            0       0      0       1         0         0   
## 
##    0          0            1       1      0       1         0         0   
## 
##    0          0            0       0      0       0         0         2   
## 
##    0          0            1       1      0       1         0         0   
## 
##    1          0            1       1      0       1         0         0   
## 
##    0          1            0       0      1       0         0         1   
## 
##    0          0            1       1      1       1         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       1      0       2         0         0   
## 
##    0          1            0       0      1       0         0         1   
## 
##    0          0            1       1      0       1         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    2          2            0       1      2       1         1         2   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            1       1      0       1         0         0   
## 
##    1          1            1       1      0       0         0         0   
## 
##    0          0            0       0      0       0         0         1   
## 
##    1          0            1       2      0       1         0         2   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       1      0       0         0         0   
## 
##    0          0            1       1      0       1         0         2   
## 
##    1          0            1       1      1       1         0         1   
## 
##    1          0            1       2      0       2         0         0   
## 
##    0          1            0       0      1       0         0         0   
## 
##    1          1            0       1      1       0         0         2   
## 
##    0          1            0       1      0       0         0         0   
## 
##    0          0            0       0      0       1         0         0   
## 
##    0          0            0       1      0       1         0         2   
## 
##    0          1            0       0      0       0         1         2   
## 
##    0          0            0       1      0       1         0         0   
## 
##    1          2            0       3      1       2         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    1          0            0       0      0       0         0         0   
## 
##    1          1            1       1      0       1         1         0   
## 
##    0          0            0       1      0       1         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       1      0       0         0         0   
## 
##    0          0            0       1      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          1            0       2      0       0         0         0   
## 
##    0          1            1       3      0       2         0         1   
## 
##    0          1            0       0      2       0         1         3   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         1   
## 
##    1          1            1       2      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       1      0       1         0         0   
## 
##    1          0            0       0      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       1      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    1          1            0       2      1       2         0         1   
## 
##    0          0            0       1      1       0         0         1   
## 
##    1          0            1       1      0       1         0         0   
## 
##    0          0            0       0      0       0         0         1   
## 
##    1          0            1       1      0       1         0         1   
## 
##    0          0            0       0      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         1         1   
## 
##    1          1            1       2      0       2         0         0   
## 
##    2          0            0       2      0       1         1         1   
## 
##    0          1            0       0      0       0         0         0   
## 
##    0          1            0       0      0       0         0         2   
## 
##    0          0            0       0      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       1      0       1         0         0   
## 
##    0          0            0       1      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       1      0       1         0         0   
## 
##    1          1            0       0      0       0         0         1   
## 
##    0          2            0       0      2       0         1         2   
## 
##    0          0            0       0      0       0         0         0   
## 
##    1          0            0       1      0       1         0         0   
## 
##    0          0            0       0      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          1            0       1      1       0         1         0   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            1       0      0       1         0         0   
## 
##    0          2            0       0      2       0         1         2   
## 
##    0          0            0       0      0       0         0         0   
## 
##    0          0            0       0      0       0         0         1   
## 
##    0          0            0       0      0       0         0         0   
## 
##    1          0            0       0      0       0         1         0   
## 
##    0          1            0       1      1       1         1         1   
## 
##    0          2            0       0      1       0         1         1   
## 
##    0          0            0       0      0       0         0         0   
## --------------------------------------------------------------------------
sentiment_categories <- pander::pandoc.table(s[, 9:10])
## 
## ---------------------
##  negative   positive 
## ---------- ----------
##     0          0     
## 
##     0          1     
## 
##     0          1     
## 
##     0          0     
## 
##     0          2     
## 
##     1          0     
## 
##     1          1     
## 
##     0          1     
## 
##     0          1     
## 
##     0          0     
## 
##     0          0     
## 
##     0          0     
## 
##     0          0     
## 
##     0          0     
## 
##     0          0     
## 
##     0          1     
## 
##     0          0     
## 
##     0          0     
## 
##     0          0     
## 
##     1          1     
## 
##     1          1     
## 
##     0          0     
## 
##     0          0     
## 
##     0          0     
## 
##     0          3     
## 
##     0          2     
## 
##     0          1     
## 
##     0          1     
## 
##     0          1     
## 
##     2          1     
## 
##     2          0     
## 
##     0          0     
## 
##     0          0     
## 
##     0          0     
## 
##     1          1     
## 
##     0          0     
## 
##     0          0     
## 
##     0          0     
## 
##     0          1     
## 
##     0          0     
## 
##     1          1     
## 
##     1          0     
## 
##     0          3     
## 
##     0          0     
## 
##     0          1     
## 
##     0          1     
## 
##     1          1     
## 
##     1          1     
## 
##     0          3     
## 
##     2          1     
## 
##     0          1     
## 
##     0          1     
## 
##     1          0     
## 
##     2          1     
## 
##     1          2     
## 
##     1          1     
## 
##     0          2     
## 
##     1          0     
## 
##     0          0     
## 
##     0          2     
## 
##     1          2     
## 
##     0          0     
## 
##     0          1     
## 
##     1          0     
## 
##     0          3     
## 
##     0          0     
## 
##     0          1     
## 
##     0          0     
## 
##     0          2     
## 
##     0          0     
## 
##     0          0     
## 
##     0          0     
## 
##     0          1     
## 
##     0          1     
## 
##     0          1     
## 
##     1          3     
## 
##     0          1     
## 
##     0          0     
## 
##     1          0     
## 
##     0          1     
## 
##     3          0     
## 
##     0          1     
## 
##     1          1     
## 
##     1          1     
## 
##     0          0     
## 
##     0          1     
## 
##     0          0     
## 
##     0          0     
## 
##     1          0     
## 
##     0          0     
## 
##     0          0     
## 
##     0          1     
## 
##     0          0     
## 
##     1          0     
## 
##     1          1     
## 
##     0          0     
## 
##     0          2     
## 
##     0          0     
## 
##     0          1     
## 
##     1          0     
## 
##     1          0     
## 
##     0          0     
## 
##     0          0     
## 
##     2          0     
## 
##     2          0     
## 
##     2          0     
## 
##     0          1     
## 
##     0          1     
## 
##     1          1     
## 
##     2          0     
## 
##     1          1     
## 
##     1          0     
## 
##     1          1     
## 
##     0          3     
## 
##     0          0     
## 
##     1          0     
## 
##     1          2     
## 
##     0          1     
## 
##     0          1     
## 
##     0          0     
## 
##     2          0     
## 
##     1          0     
## 
##     0          1     
## 
##     0          1     
## 
##     0          1     
## 
##     0          0     
## 
##     1          1     
## 
##     0          0     
## 
##     0          1     
## 
##     0          3     
## 
##     2          0     
## 
##     0          0     
## 
##     0          0     
## 
##     0          0     
## 
##     0          0     
## 
##     1          0     
## 
##     0          1     
## 
##     0          2     
## 
##     0          0     
## 
##     0          1     
## 
##     0          1     
## 
##     1          0     
## 
##     0          0     
## 
##     0          0     
## 
##     1          0     
## 
##     0          1     
## 
##     0          0     
## 
##     0          1     
## 
##     1          0     
## 
##     2          2     
## 
##     0          1     
## 
##     1          1     
## 
##     1          0     
## 
##     0          2     
## 
##     0          2     
## 
##     1          1     
## 
##     0          1     
## 
##     0          1     
## 
##     1          0     
## 
##     0          1     
## 
##     0          2     
## 
##     0          1     
## 
##     0          3     
## 
##     0          0     
## 
##     1          3     
## 
##     0          3     
## 
##     0          0     
## 
##     0          1     
## 
##     1          1     
## 
##     1          1     
## 
##     0          0     
## 
##     1          0     
## 
##     0          2     
## 
##     1          1     
## 
##     0          2     
## 
##     0          1     
## 
##     0          0     
## 
##     0          2     
## 
##     1          3     
## 
##     0          0     
## 
##     1          0     
## 
##     1          1     
## 
##     0          1     
## 
##     0          1     
## 
##     0          1     
## 
##     0          1     
## 
##     1          0     
## 
##     1          2     
## 
##     0          0     
## 
##     2          0     
## 
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## ---------------------
sentiment_categories <- s[, 9:10]
head(sentiment_categories)
##   negative positive
## 1        0        0
## 2        0        1
## 3        0        1
## 4        0        0
## 5        0        2
## 6        1        0
barplot(colSums(sentiment_categories),
        las =2,
        col = c("Red","Green"),
        horiz = TRUE,
        xlab = 'Count',
        main = 'Sentiment Analysis Plot for COVID19 Tweets')

Emotional scores for COVID-19 tweets.

barplot(prop.table(colSums(s[0:8])),
        col =rainbow(10),
        las = 2,
        ylab = 'Count',
        main = 'Emotional Scores for COVID19 Tweets')

Plot trajectory.

That is the plot trajectory graph splits the positive and negative emotions of individuals. The sentimental scores ranging from 4 to -4 therefore once the the line touches the +4,the individual is extremely positive and -4 means negative sentiments.

s_v <- get_sentences(tweet)
s_v_sentiment <- get_sentiment(s_v)
plot(
  s_v_sentiment, 
  type="l", 
  main="Plot Trajectory", 
  xlab = "Denotes the Individual", 
  ylab= "Emotional Valence"
)

Sentiment Of Malaysian people using percentage-based means.

In the line graph, it is a separation of the dataset into 10 parts and with this we can derive the percentage mean value, when analyzed the citizens in Malaysia mostly are in the range of 0 and 2 and if u see the width of the curve in the positive section, it has a larger width that proves the individual are positively driven in this COVID-19 times.

syuzhet_vector <- get_sentiment(tweet, method="syuzhet")
percent_vals <- get_percentage_values(syuzhet_vector, bins = 10)
plot(
  percent_vals, 
  type="l", 
  main="Sentiment Of Malaysian People Using Percentage-Based Means", 
  xlab = "People reviews", 
  ylab= "Emotional Valence", 
  col="red"
)

Data Analysis - Clustering

#nonhierarchical k-means clustering of words/tweets
m1 <- t(m)
#set seed to ensure repeatable results
set.seed(222)
k <-3
kc <- kmeans(m1, k)
kc
## K-means clustering with 3 clusters of sizes 15, 102, 684
## 
## Cluster means:
##          apac     disrupt financialmarket investmentã¢â‚¬â¦       libor
## 1 0.000000000 0.000000000     0.000000000       0.000000000 0.000000000
## 2 0.000000000 0.000000000     0.000000000       0.000000000 0.000000000
## 3 0.001461988 0.002923977     0.001461988       0.001461988 0.001461988
##        market    particip     transit       unfaz         abl        cant
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.005847953 0.005847953 0.001461988 0.001461988 0.004385965 0.002923977
##          cool    dã¢â‚¬â¦       futur        mayb        now      phuket
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.03921569 0.000000000
## 3 0.001461988 0.002923977 0.005847953 0.002923977 0.03362573 0.001461988
##        right       thing     travel       youll         2nd        bank
## 1 0.00000000 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000
## 2 0.00000000 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000
## 3 0.01169591 0.002923977 0.02046784 0.001461988 0.001461988 0.007309942
##   bursamalaysiakl     compani     largest marketã¢â‚¬â¦      member        pbec
## 1     0.000000000 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000
## 2     0.000000000 0.009803922 0.009803922   0.000000000 0.000000000 0.000000000
## 3     0.001461988 0.008771930 0.004385965   0.001461988 0.004385965 0.001461988
##        public        rank     surpass topglovecorp         lem     syndrom
## 1 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.019607843  0.000000000 0.000000000 0.000000000
## 3 0.010233918 0.001461988 0.004385965  0.001461988 0.001461988 0.001461988
##           ask         ceo     fmtnew       harsh      improv       obedi
## 1 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.07843137 0.000000000 0.000000000 0.000000000
## 3 0.004385965 0.007309942 0.05555556 0.001461988 0.002923977 0.001461988
##       penalti       proof        tank       think        will        1983
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.009803922 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.004385965 0.076023392 0.001461988
##           agn      attend     carlier       everi       hope         mar
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 2 0.000000000 0.009803922 0.000000000 0.009803922 0.00000000 0.000000000
## 3 0.001461988 0.004385965 0.001461988 0.004385965 0.01315789 0.001461988
##          may peopleã¢â‚¬â¦        race     record        say       sinc
## 1 0.00000000   0.000000000 0.000000000 0.00000000 0.00000000 0.00000000
## 2 0.00000000   0.000000000 0.000000000 0.06862745 0.04901961 0.03921569
## 3 0.01023392   0.002923977 0.001461988 0.01023392 0.03216374 0.00877193
##           4am         7am       care         dev entrepreneur      friend
## 1 0.000000000 0.000000000 0.00000000 0.000000000  0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.00000000 0.000000000  0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.06432749 0.001461988  0.002923977 0.002923977
##          idea         kid       take       throw        till       time
## 1 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000 0.03921569
## 3 0.002923977 0.001461988 0.02192982 0.001461988 0.001461988 0.04239766
##        today       tough        wake  yesterday beinã¢â‚¬â¦       bring
## 1 0.00000000 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 2 0.10784314 0.000000000 0.000000000 0.01960784 0.000000000 0.029411765
## 3 0.02046784 0.002923977 0.001461988 0.01169591 0.001461988 0.007309942
##      develop       issu   nstleader        one       speed        two
## 1 0.00000000 0.00000000 0.000000000 0.00000000 0.000000000 0.00000000
## 2 0.00000000 0.00000000 0.000000000 0.02941176 0.000000000 0.01960784
## 3 0.01315789 0.01023392 0.002923977 0.01608187 0.001461988 0.01608187
##       vaccin countryã¢â‚¬â„¢        lead       march         moh   nstletter
## 1 0.00000000     0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.00000000     0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.03216374     0.002923977 0.002923977 0.004385965 0.001461988 0.005847953
##        posit shortestã¢â‚¬â¦        sign         win    cluster    everyday
## 1 0.00000000     0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 2 0.02941176     0.000000000 0.000000000 0.000000000 0.02941176 0.000000000
## 3 0.00877193     0.001461988 0.004385965 0.002923977 0.02631579 0.001461988
##          new              ã°å¸â¤â·ã°å¸â\217â½ã¢â‚¬â\215ã¢â„¢â‚¬ã¯â¸â\217                   covid19     getaway
## 1 0.00000000                           0.000000000 0.00000000 0.000000000
## 2 0.52941176                           0.000000000 0.17647059 0.000000000
## 3 0.06578947                           0.001461988 0.05555556 0.002923977
##    malaysia   singapor singaporean        soon     weekend       2020
## 1 0.0000000 0.00000000 0.000000000 0.000000000 0.000000000 0.00000000
## 2 0.3431373 0.02941176 0.000000000 0.000000000 0.000000000 0.04901961
## 3 0.2046784 0.01315789 0.004385965 0.005847953 0.007309942 0.04093567
##           agm  auditorium       julai malaysianlibrariansã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000                0.000000000
## 2 0.000000000 0.000000000 0.000000000                0.000000000
## 3 0.002923977 0.002923977 0.002923977                0.002923977
##   persatuanpustakawanmalaysia        ppas         ppm        ppms       mani
## 1                 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 2                 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 3                 0.002923977 0.002923977 0.002923977 0.002923977 0.00877193
##   mluisamoral philstarnew starsportshub       good       immun       news
## 1 0.000000000 0.000000000   0.000000000 0.00000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000   0.000000000 0.00000000 0.000000000 0.02941176
## 3 0.001461988 0.001461988   0.001461988 0.00877193 0.005847953 0.01461988
##    smithdanag      systemã¢â‚¬â\235      ã¢â‚¬å“thereã¢â‚¬â„¢    countri
## 1 0.000000000 0.000000000 0.000000000          0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.000000000          0.000000000 0.01960784
## 3 0.001461988 0.005847953 0.002923977          0.001461988 0.03654971
##         franc       test      world       juli     latest      updat
## 1 0.000000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
## 2 0.000000000 0.01960784 0.01960784 0.05882353 0.06862745 0.07843137
## 3 0.001461988 0.02631579 0.02485380 0.02485380 0.01169591 0.02046784
##   whomalaysia        aman   awaninew awanipagiã¢â‚¬â¦       bukit documentari
## 1 0.000000000 0.000000000 0.00000000      0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.02941176      0.009803922 0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.01900585      0.004385965 0.004385965 0.004385965
##       jazeera       kabir         nab      rayhan      agenda        amp
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.04901961
## 3 0.002923977 0.001461988 0.001461988 0.005847953 0.004385965 0.03654971
##         carri crisisã¢â‚¬â¦       emerg    opportun     present      reform
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.009803922 0.000000000 0.009803922 0.000000000
## 3 0.001461988   0.001461988 0.002923977 0.004385965 0.001461988 0.001461988
##      stronger     junaidi     lifelin       medac      receiv         wan
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.001461988 0.001461988 0.001461988 0.005847953 0.001461988
##         well  awanipagi englishnewsã¢â‚¬â¦      face         lam         lee
## 1 0.00000000 0.00000000        0.000000000 0.0000000 0.000000000 0.000000000
## 2 0.00000000 0.01960784        0.000000000 0.0000000 0.000000000 0.000000000
## 3 0.00877193 0.01023392        0.004385965 0.0248538 0.001461988 0.001461988
##         mask       start        thye       wear  englishnew      shield
## 1 0.00000000 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 2 0.00000000 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 3 0.03216374 0.005847953 0.001461988 0.02777778 0.005847953 0.001461988
##   klusterelsa        let   byã¢â‚¬â¦ donã¢â‚¬â„¢t         dos     everyon
## 1 0.000000000 0.00000000 0.000000000  0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.00000000 0.000000000  0.000000000 0.000000000 0.009803922
## 3 0.001461988 0.01169591 0.004385965  0.007309942 0.001461988 0.019005848
##         facil   healthcar       keep       safe       visit        1906
## 1 0.000000000 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.00000000 0.00000000 0.000000000 0.009803922
## 3 0.002923977 0.002923977 0.01023392 0.01754386 0.005847953 0.000000000
##       announc     case     confirm     health indonesiaã¢â‚¬â„¢   ministri
## 1 0.000000000 1.000000 1.000000000 0.00000000       0.000000000 0.00000000
## 2 0.019607843 1.127451 0.068627451 0.07843137       0.009803922 0.04901961
## 3 0.002923977 0.000000 0.002923977 0.02777778       0.000000000 0.01023392
##     nstregion    thursday totalã¢â‚¬â¦     address  agenda2030         can
## 1 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.019607843 0.019607843  0.009803922 0.000000000 0.000000000 0.009803922
## 3 0.005847953 0.001461988  0.000000000 0.002923977 0.001461988 0.039473684
##     challeng     complex      critic        fill         gap    knowledg
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.01169591 0.001461988 0.001461988 0.002923977 0.001461988 0.004385965
##           set   tã¢â‚¬â¦   anã¢â‚¬â¦       brick       cgiar    director
## 1 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.03921569 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.005847953 0.01754386 0.005847953 0.001461988 0.001461988 0.001461988
##       elwyngj      execut     explain      ipsnew         ope     provid
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 3 0.001461988 0.002923977 0.002923977 0.001461988 0.001461988 0.01023392
##     research covid19malaysia covid19ã¢â‚¬â¦      daili       graph     meaning
## 1 0.00000000     0.000000000     0.00000000 0.00000000 0.000000000 0.000000000
## 2 0.00000000     0.009803922     0.03921569 0.13725490 0.009803922 0.009803922
## 3 0.00877193     0.004385965     0.02923977 0.01023392 0.000000000 0.000000000
##       number       vigil      cdcgov     contain        erad    outstand
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.06862745 0.019607843 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.03362573 0.001461988 0.001461988 0.007309942 0.001461988 0.001461988
##        secret        what whitehouseã¢â‚¬â¦       ambia       asrul   aã¢â‚¬â¦
## 1 0.000000000 0.000000000       0.000000000 0.000000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000       0.000000000 0.000000000 0.000000000 0.00000000
## 3 0.001461988 0.002923977       0.001461988 0.001461988 0.001461988 0.00877193
##         light  nstnation       stern    survivor      threat        warn
## 1 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.03921569 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.06432749 0.001461988 0.002923977 0.002923977 0.005847953
##        bemoan     nonchal       other       awani    economi      invest
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.00877193 0.007309942
##        normal postcovid19     rejuven       11700       agent    bracelet
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.004385965 0.001461988 0.002923977 0.001461988 0.002923977 0.002923977
##         claim      direct       fine      promot     rm50000        sell
## 1 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000
## 3 0.004385965 0.002923977 0.01023392 0.002923977 0.002923977 0.004385965
##     waã¢â‚¬â¦ angieangena        doll kitajagakitakonsertã¢â‚¬â¦      makeup
## 1 0.000000000 0.000000000 0.000000000                0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000                0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988                0.001461988 0.001461988
##         negat    surround   throwback  ã°å¸â\200\231â\200ž awaninewsã¢â‚¬â¦    compound
## 1 0.000000000 0.000000000 0.000000000 0.000000000      0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000      0.000000000 0.000000000
## 3 0.005847953 0.002923977 0.002923977 0.001461988      0.001461988 0.004385965
##      awani745      deport      immigr  malaysian       capit      hospit
## 1 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.06862745 0.009803922 0.009803922
## 3 0.004385965 0.004385965 0.001461988 0.03216374 0.004385965 0.010233918
##          kuch       locat    outskirt     sarawak     sentosa      state
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 1.00000000
## 2 0.019607843 0.000000000 0.000000000 0.000000000 0.000000000 0.04901961
## 3 0.005847953 0.001461988 0.001461988 0.002923977 0.001461988 0.01754386
##   whichã¢â‚¬â¦       back       decid         due        govt    increas
## 1  0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.00000000
## 2  0.000000000 0.01960784 0.009803922 0.009803922 0.019607843 0.02941176
## 3  0.001461988 0.01023392 0.001461988 0.013157895 0.001461988 0.00877193
##   ismailsabri60       relax        rmco        sop     tighten        2897
## 1   0.000000000 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 2   0.019607843 0.009803922 0.009803922 0.02941176 0.009803922 0.000000000
## 3   0.004385965 0.000000000 0.007309942 0.01608187 0.002923977 0.002923977
##          day        fail   frã¢â‚¬â¦        home    individu   mandatori
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.06862745 0.000000000 0.000000000 0.009803922 0.000000000 0.000000000
## 3 0.03216374 0.002923977 0.001461988 0.021929825 0.005847953 0.004385965
##     quarantin      screen     second     undergo       avoid      penang
## 1 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.00000000 0.000000000 0.000000000 0.039215686
## 3 0.021929825 0.005847953 0.01461988 0.004385965 0.004385965 0.002923977
##          stay       wave  bangladesh   blacklist  chaã¢â‚¬â¦        ever
## 1 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.017543860 0.01608187 0.002923977 0.001461988 0.001461988 0.007309942
##           frm     nation      return        5000    approxim      depart
## 1 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.01960784 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.01461988 0.005847953 0.001461988 0.001461988 0.002923977
##        effort        fire      premis       rescu       sabah     sanitis
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.058823529 0.000000000
## 3 0.007309942 0.001461988 0.001461988 0.004385965 0.001461988 0.004385965
##    throughout      charg courtsã¢â‚¬â¦      ismail      minist      offend
## 1 0.000000000 0.00000000   0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.00000000   0.000000000 0.000000000 0.009803922 0.000000000
## 3 0.001461988 0.00877193   0.001461988 0.004385965 0.017543860 0.001461988
##         sabri     senior      yaacob  24072020 kes mengikut negeri pmã¢â‚¬â¦
## 1 0.000000000 0.00000000 0.000000000 0.1333333   1        1      1         1
## 2 0.000000000 0.00000000 0.000000000 0.0000000   0        0      0         0
## 3 0.004385965 0.01023392 0.001461988 0.0000000   0        0      0         0
##   positif setakat        24th      glanc kitateguhkitamenang
## 1       1       1 0.000000000 0.00000000          0.00000000
## 2       0       0 0.000000000 0.00000000          0.00000000
## 3       0       0 0.001461988 0.02339181          0.01169591
##   sihatmilikkuã¢â‚¬â¦       area comfortã¢å“â¨ã¢â‚¬â¦    continu       ensur
## 1          0.00000000 0.00000000          0.000000000 0.00000000 0.000000000
## 2          0.00000000 0.00000000          0.000000000 0.01960784 0.000000000
## 3          0.00877193 0.00877193          0.001461988 0.02777778 0.005847953
##          miss      safeti        spot        team beforeã¢â‚¬â¦     highest
## 1 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.000000000 0.000000000   0.009803922 0.039215686
## 3 0.001461988 0.005847953 0.005847953 0.007309942   0.000000000 0.001461988
##        india        last        noth       seen       seven      advanc
## 1 0.00000000 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 2 0.03921569 0.019607843 0.009803922 0.01960784 0.019607843 0.000000000
## 3 0.00877193 0.005847953 0.000000000 0.01608187 0.002923977 0.004385965
##          also        apec combatingã¢â‚¬â¦      cooper       creat    discuss
## 1 0.000000000 0.000000000      0.000000000 0.000000000 0.000000000 0.00000000
## 2 0.009803922 0.000000000      0.000000000 0.000000000 0.000000000 0.00000000
## 3 0.007309942 0.002923977      0.001461988 0.001461988 0.002923977 0.01315789
##          ongo      propos     subfund         ali      alltim       azmin
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.004385965 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##        crisi      failur        henc        high  multifacet      option
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.00877193 0.002923977 0.001461988 0.004385965 0.001461988 0.001461988
##       requir    respons       stake     includ     soldier    thailand
## 1 0.00000000 0.00000000 0.000000000 0.00000000 0.000000000 0.000000000
## 2 0.00000000 0.00000000 0.000000000 0.03921569 0.009803922 0.009803922
## 3 0.01023392 0.01169591 0.001461988 0.00877193 0.001461988 0.007309942
##         allow     certain      close        cmco      dinein        dont
## 1 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.01960784 0.009803922 0.009803922 0.009803922
## 3 0.002923977 0.000000000 0.01023392 0.000000000 0.000000000 0.008771930
##         just restaurantã¢â‚¬â¦        rise      sector     global     pandem
## 1 0.00000000       0.000000000 0.000000000 0.000000000 0.00000000 0.00000000
## 2 0.01960784       0.009803922 0.039215686 0.009803922 0.02941176 0.02941176
## 3 0.01169591       0.000000000 0.002923977 0.001461988 0.01608187 0.03654971
##     stã¢â‚¬â¦       three      arrest      monday      peopl      polic
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.00000000
## 2 0.019607843 0.049019608 0.000000000 0.000000000 0.00000000 0.01960784
## 3 0.001461988 0.001461988 0.001461988 0.005847953 0.05701754 0.01315789
##      prosecut secondã¢â‚¬â¦       show       agre contã¢â‚¬â¦    govern
## 1 0.000000000   0.000000000 0.00000000 0.00000000 0.000000000 0.0000000
## 2 0.000000000   0.000000000 0.00000000 0.00000000 0.000000000 0.0000000
## 3 0.001461988   0.001461988 0.01169591 0.00877193 0.001461988 0.0248538
##     movement        oper    procedur    standard        fast       handl
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.00000000 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.01023392 0.013157895 0.005847953 0.007309942 0.001461988 0.001461988
##          lose   nstworld    outbreak    support   wiã¢â‚¬â¦ babiesã¢â‚¬â¦
## 1 0.000000000 0.00000000 0.000000000 0.00000000 0.000000000   0.000000000
## 2 0.009803922 0.05882353 0.009803922 0.00000000 0.000000000   0.000000000
## 3 0.002923977 0.02777778 0.013157895 0.01608187 0.002923977   0.001461988
##      birthday      celebr      first       group   lockdown       meet
## 1 0.000000000 0.000000000 0.00000000 0.000000000 0.00000000 0.00000000
## 2 0.000000000 0.000000000 0.03921569 0.019607843 0.03921569 0.00000000
## 3 0.002923977 0.007309942 0.01023392 0.001461988 0.01608187 0.00877193
##       physic        skin        drop       feder      midjun 3rdworldnetwork
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000     0.000000000
## 2 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000     0.000000000
## 3 0.00877193 0.001461988 0.002923977 0.002923977 0.001461988     0.001461988
##    andã¢â‚¬â¦       clear   congratul danielreidpath        dndi        mark
## 1 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.029411765
## 3 0.005847953 0.004385965 0.004385965    0.001461988 0.001461988 0.002923977
##   markcheongwl   msfaccess pascaleallotey   arã¢â‚¬â¦        earn      inform
## 1  0.000000000 0.000000000    0.000000000 0.000000000 0.000000000 0.000000000
## 2  0.000000000 0.000000000    0.000000000 0.000000000 0.000000000 0.000000000
## 3  0.001461988 0.001461988    0.001461988 0.001461988 0.002923977 0.001461988
##          live       make      money      worker        513       addit
## 1 0.000000000 0.00000000 0.00000000 0.000000000 0.00000000 0.000000000
## 2 0.000000000 0.00000000 0.00000000 0.009803922 0.01960784 0.039215686
## 3 0.005847953 0.01461988 0.00877193 0.004385965 0.00000000 0.001461988
##     dormitori     foreign       major      still        vast ã°å¸â\200¡â¸ã°å¸â\200¡â¬
## 1 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000        0.000000000
## 2 0.009803922 0.049019608 0.019607843 0.01960784 0.009803922        0.009803922
## 3 0.000000000 0.007309942 0.001461988 0.01461988 0.000000000        0.000000000
##      15ã¢â¬â\200¡ã¯â¸â\217ã°å¸å¸â¢              16ã¢â¬â\200 ã¯â¸â\217ã°å¸â\200\235â´                   21ã¢â¬â\200 ã¯â¸â\217ã°å¸â\200\235â´          
## 1              0.00000000              0.000000000               0.00000000
## 2              0.01960784              0.009803922               0.01960784
## 3              0.00000000              0.000000000               0.00000000
##           23ã¢â¬â\200 ã¯â¸â\217ã°å¸â\200\235â´              9ã¢â¬â\200¡ã¯â¸â\217ã°å¸å¸â¢       julã¢â‚¬â¦         167
## 1              0.000000000            0.000000000 0.000000000 0.000000000
## 2              0.009803922            0.009803922 0.009803922 0.000000000
## 3              0.000000000            0.000000000 0.000000000 0.001461988
##      patient  treatment    filipino      involv      labuan    abdullah
## 1 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.00000000 0.00000000 0.009803922 0.029411765 0.009803922 0.019607843
## 3 0.01315789 0.00877193 0.000000000 0.004385965 0.000000000 0.004385965
##         datuk directorgener      hisham    identifi  newã¢â‚¬â¦        noor
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.019607843   0.009803922 0.019607843 0.000000000 0.009803922 0.029411765
## 3 0.004385965   0.002923977 0.005847953 0.005847953 0.001461988 0.005847953
##         said        1026 covid19pandem  covid19upd        gmt     alreadi
## 1 0.00000000 0.000000000    0.00000000 0.000000000 0.00000000 0.000000000
## 2 0.02941176 0.009803922    0.06862745 0.068627451 0.06862745 0.009803922
## 3 0.00877193 0.000000000    0.00000000 0.001461988 0.00000000 0.004385965
##     experienc         lot      moment    sã¢â‚¬â¦        talk         100
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.009803922 0.000000000 0.029411765
## 3 0.002923977 0.004385965 0.002923977 0.004385965 0.002923977 0.001461988
##         april       figur saturdayã¢â‚¬â„¢  southkorea    cã¢â‚¬â¦ denewsflash
## 1 0.000000000 0.000000000      0.000000000 0.000000000 0.000000000  0.00000000
## 2 0.009803922 0.009803922      0.009803922 0.009803922 0.009803922  0.02941176
## 3 0.001461988 0.001461988      0.000000000 0.001461988 0.005847953  0.00000000
##         local   transmiss   construct       known    newclust       tiram
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.127450980 0.049019608 0.009803922 0.000000000 0.000000000 0.009803922
## 3 0.002923977 0.004385965 0.002923977 0.001461988 0.001461988 0.002923977
##          123        8884      death recovereã¢â‚¬â¦      total       37000
## 1 0.00000000 0.000000000 0.00000000      0.00000000 0.00000000 0.000000000
## 2 0.01960784 0.009803922 0.08823529      0.01960784 0.14705882 0.009803922
## 3 0.00000000 0.000000000 0.02046784      0.00000000 0.01023392 0.000000000
##         adham       capac dradhambaba         lab malaysiaã¢â‚¬â„¢        25th
## 1 0.000000000 0.000000000 0.000000000 0.000000000      0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.009803922 0.009803922      0.009803922 0.000000000
## 3 0.000000000 0.000000000 0.000000000 0.000000000      0.001461988 0.004385965
##    25072020   complianc      declin       digit       doubl      prepar
## 1 0.2666667 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.0000000 0.009803922 0.009803922 0.009803922 0.009803922 0.009803922
## 3 0.0000000 0.000000000 0.000000000 0.001461988 0.001461988 0.001461988
##      pã¢â‚¬â¦      amcham        maei northernregionã¢â‚¬â¦        see
## 1 0.000000000 0.000000000 0.000000000           0.000000000 0.00000000
## 2 0.009803922 0.000000000 0.000000000           0.000000000 0.00000000
## 3 0.004385965 0.002923977 0.001461988           0.001461988 0.01169591
##         thank togetherwecan         jul sourceã¢â‚¬â¦       64495       earli
## 1 0.000000000   0.000000000 0.000000000   0.000000000 0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.009803922   0.009803922 0.000000000 0.000000000
## 3 0.004385965   0.001461988 0.000000000   0.000000000 0.001461988 0.005847953
##           job        lost   nationwid     various yearã¢â‚¬â¦        alan
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.007309942 0.005847953 0.004385965 0.001461988 0.001461988 0.001461988
##        alway equatorialpen     general        host       manag         ong
## 1 0.00000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.00000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.01315789   0.001461988 0.007309942 0.002923977 0.007309942 0.001461988
##          amal closeconvers      confin       crowd        elak         kkm
## 1 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000  0.000000000 0.000000000 0.009803922 0.000000000 0.000000000
## 3 0.001461988  0.001461988 0.001461988 0.008771930 0.001461988 0.001461988
##       saranan        wash infecã¢â‚¬â¦        rais      talli        fact
## 1 0.000000000 0.000000000  0.000000000 0.000000000 0.00000000 0.000000000
## 2 0.000000000 0.000000000  0.009803922 0.019607843 0.02941176 0.009803922
## 3 0.001461988 0.002923977  0.000000000 0.002923977 0.00000000 0.001461988
##           usa acubizã¢â‚¬â¦         aid        drug       find      labmad
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 2 0.009803922   0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 3 0.004385965   0.001461988 0.002923977 0.002923977 0.01461988 0.001461988
##         mimic       safer       virus       work         eas      especi
## 1 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.009803922 0.00000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.030701754 0.01461988 0.002923977 0.005847953
##          peak         ago     follow       leagu    nstsport    protocol
## 1 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.01900585 0.001461988 0.002923977 0.002923977
##         qatar        star testã¢â‚¬â¦ contracã¢â‚¬â¦    fadillah infrastructur
## 1 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000   0.000000000
## 2 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000   0.000000000
## 3 0.001461988 0.001461988 0.002923977    0.001461988 0.001461988   0.001461988
##        remain       yusof clusterã¢â‚¬â¦       relat      239000        4400
## 1 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000    0.009803922 0.009803922 0.009803922 0.009803922
## 3 0.007309942 0.001461988    0.000000000 0.004385965 0.000000000 0.000000000
##          700      across        inch regionã¢â‚¬â¦     report   snapshot
## 1 0.00000000 0.000000000 0.000000000   0.000000000 0.00000000 0.00000000
## 2 0.01960784 0.019607843 0.009803922   0.009803922 0.09803922 0.01960784
## 3 0.00000000 0.001461988 0.000000000   0.000000000 0.01169591 0.00000000
##        toward     legitim        near      within        yihh    ã°å¸ëœâ£
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.009803922 0.009803922 0.009803922 0.009803922
## 3 0.001461988 0.000000000 0.007309942 0.000000000 0.000000000 0.000000000
##           bed         beg celiacapira husbandã¢â‚¬â¦      presid      scream
## 1 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.001461988 0.001461988    0.001461988 0.004385965 0.001461988
##          tear arvindersingh covid19ã¢â‚¬â„¢ focusmalaysiami      point
## 1 0.000000000   0.000000000     0.000000000     0.000000000 0.00000000
## 2 0.000000000   0.000000000     0.000000000     0.000000000 0.00000000
## 3 0.001461988   0.004385965     0.002923977     0.001461988 0.00877193
##          turn 4mys2foreign    7ã¢â‚¬â¦     import    saturday      easili
## 1 0.000000000  0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 2 0.000000000  0.000000000 0.000000000 0.09803922 0.009803922 0.000000000
## 3 0.004385965  0.001461988 0.001461988 0.01461988 0.001461988 0.001461988
##          even    exjustic jairbolsonaro ministã¢â‚¬â¦       oppon     popular
## 1 0.000000000 0.000000000   0.000000000   0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000   0.000000000   0.000000000 0.000000000 0.000000000
## 3 0.007309942 0.001461988   0.001461988   0.001461988 0.001461988 0.002923977
##         round    discharg        here   longcovid       might        best
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.004385965 0.002923977 0.001461988 0.002923977 0.002923977
##          four       herer      learnt      lesson         310  aftã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.002923977 0.001461988 0.001461988 0.001461988
##          cost       night       prove      rm1000        slap    distanc
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 3 0.004385965 0.001461988 0.001461988 0.004385965 0.002923977 0.01023392
##   nationaldayr         ndr    oã¢â‚¬â¦      result       year        1939
## 1  0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 2  0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 3  0.001461988 0.001461988 0.004385965 0.004385965 0.01461988 0.001461988
##           age     boysmen         die        east       middl    million
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.04901961
## 3 0.002923977 0.001461988 0.007309942 0.004385965 0.001461988 0.00877193
##           war    warswhen   womengirl worldã¢â‚¬â¦       1hand   drivingdi
## 1 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.001461988 0.001461988  0.002923977 0.001461988 0.001461988
##   economybodoh    fastgud4 healthyfood roadkillerã¢â‚¬â¦ smartphonewhil
## 1  0.000000000 0.000000000 0.000000000       0.000000000    0.000000000
## 2  0.000000000 0.000000000 0.000000000       0.000000000    0.000000000
## 3  0.001461988 0.001461988 0.001461988       0.001461988    0.001461988
##         steer  wheel1hand   facemask       field       johor ragbionlineã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000        0.000000000
## 2 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000        0.000000000
## 3 0.001461988 0.001461988 0.01608187 0.002923977 0.001461988        0.001461988
##         rugbi        side       union       want      declar     detect
## 1 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.000000000 0.00000000 0.029411765 0.05882353
## 3 0.001461988 0.001461988 0.002923977 0.01023392 0.001461988 0.02923977
##         noon      observ       pleas         red        zone        4714
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.02941176 0.009803922 0.009803922 0.019607843 0.039215686 0.009803922
## 3 0.00000000 0.002923977 0.011695906 0.002923977 0.001461988 0.000000000
##         97286      china     control     current deathã¢â‚¬â¦   indonesia
## 1 0.000000000 0.00000000 0.000000000 0.000000000  0.000000000 0.000000000
## 2 0.009803922 0.01960784 0.009803922 0.019607843  0.009803922 0.019607843
## 3 0.000000000 0.00877193 0.013157895 0.005847953  0.000000000 0.004385965
##    aadaddario    distanceã¢â‚¬â\235           social      stupid ã¢â‚¬å“stop      almost
## 1 0.000000000     0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000     0.000000000 0.000000000 0.000000000 0.000000000 0.009803922
## 3 0.001461988     0.001461988 0.004385965 0.005847953 0.001461988 0.002923977
##   communitytransmissionã¢â‚¬â¦ locallytransmit     vietnam     conduct
## 1                  0.000000000     0.000000000 0.000000000 0.000000000
## 2                  0.009803922     0.009803922 0.009803922 0.009803922
## 3                  0.000000000     0.000000000 0.002923977 0.002923977
##     dghisham   dramarmoh      drdzul haveã¢â‚¬â¦       studi        type
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.01960784 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.01023392 0.002923977 0.001461988 0.002923977 0.004385965 0.004385965
##     constitut     effect   nstposter      gather        haji     opinion
## 1 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.00877193 0.004385965 0.005847953 0.001461988 0.004385965
##       perfect        raya       recip trustmeayamlokt   unpopular    children
## 1 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.001461988     0.001461988 0.001461988 0.007309942
##           low        mean       rate      build        look    prevent
## 1 0.000000000 0.000000000 0.00000000 0.00000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.00000000 0.00000000 0.029411765 0.00000000
## 3 0.005847953 0.001461988 0.01169591 0.01461988 0.007309942 0.01169591
##       regular theborneopostã¢â‚¬â¦       choic  itã¢â‚¬â„¢       know
## 1 0.000000000          0.000000000 0.000000000 0.000000000 0.00000000
## 2 0.000000000          0.000000000 0.000000000 0.000000000 0.01960784
## 3 0.001461988          0.001461988 0.001461988 0.004385965 0.01169591
##         risk      situat       cloth       cover        gain      nonmed
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.01315789 0.004385965 0.002923977 0.004385965 0.004385965 0.001461988
##    panã¢â‚¬â¦       14day bearã¢â‚¬â¦       secur      yaakob      consid
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.002923977 0.002923977
##           mco  ofã¢â‚¬â¦      order    reenforc orderã¢â‚¬â¦ malaysiaã¢â‚¬â¦
## 1 0.000000000 0.00000000 0.00000000 0.000000000  0.000000000     0.000000000
## 2 0.009803922 0.00000000 0.00000000 0.000000000  0.000000000     0.000000000
## 3 0.005847953 0.01315789 0.00877193 0.001461988  0.001461988     0.004385965
##   ã°å¸â\200¡â²ã°å¸â\200¡â¾        date        full        went ã°å¸â\200¡âµã°å¸â\200¡â­
## 1         0.00000000 0.000000000 0.000000000 0.000000000        0.000000000
## 2         0.00000000 0.009803922 0.009803922 0.009803922        0.009803922
## 3         0.00877193 0.001461988 0.008771930 0.000000000        0.000000000
##         begin     around evenã¢â‚¬â¦      incred      leader       never
## 1 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.019607843 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.00877193 0.001461988 0.001461988 0.005847953 0.004385965
##       pressur         yet      accord       enter      specif    contact
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 3 0.007309942 0.005847953 0.004385965 0.005847953 0.002923977 0.00877193
##      district    instruct     nearest       offic     decentr        defi
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.005847953 0.001461988 0.001461988 0.002923977 0.001461988 0.004385965
##       financi        grow    industri indusã¢â‚¬â¦       rapid     recent
## 1 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000 0.00000000
## 3 0.002923977 0.001461988 0.004385965  0.001461988 0.002923977 0.00877193
##         ahead     airasia     anxious        fear         mas       earth
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.005847953 0.001461988 0.001461988 0.004385965 0.002923977 0.001461988
##          hatr hatredfromearth marinaã¢â‚¬â¦ mothernatur         via
## 1 0.000000000     0.000000000   0.000000000 0.000000000 0.000000000
## 2 0.000000000     0.000000000   0.000000000 0.000000000 0.000000000
## 3 0.001461988     0.001461988   0.001461988 0.001461988 0.005847953
##           ã°å¸å’â\215ã°å¸â\200\231â\200\235                   1st     august       chang         min         per
## 1        0.000000000 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000
## 2        0.000000000 0.009803922 0.04901961 0.000000000 0.000000000 0.000000000
## 3        0.001461988 0.001461988 0.02777778 0.004385965 0.002923977 0.002923977
##      restaur        tabl   zoã¢â‚¬â¦      center childrenã¢â‚¬â¦     essenti
## 1 0.00000000 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000
## 2 0.00000000 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000
## 3 0.00877193 0.001461988 0.001461988 0.002923977     0.001461988 0.002923977
##           goe microsoftteam     therapi    virtual      nkorea    suspect
## 1 0.000000000   0.000000000 0.000000000 0.00000000 0.000000000 0.00000000
## 2 0.000000000   0.000000000 0.000000000 0.00000000 0.009803922 0.01960784
## 3 0.001461988   0.001461988 0.002923977 0.00877193 0.000000000 0.00000000
##          citi      climat      financ   postcovid     sustain withã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.008771930 0.002923977 0.004385965 0.001461988 0.002923977 0.002923977
##         inhal  interferon    worldwid         124         law       like
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.009803922 0.000000000 0.000000000 0.00000000
## 3 0.001461988 0.001461988 0.000000000 0.001461988 0.002923977 0.02046784
##           pay      prison        sent      unless      longer     network
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.009803922 0.000000000
## 3 0.004385965 0.002923977 0.005847953 0.002923977 0.004385965 0.001461988
##          seek staffã¢â‚¬â„¢      utilis    cambodia   doã¢â‚¬â¦      flight
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000 0.009803922 0.009803922 0.009803922
## 3 0.004385965   0.001461988 0.001461988 0.002923977 0.000000000 0.004385965
##    indonesian        land       trend      upward      sunday        help
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.009803922 0.009803922 0.009803922 0.009803922
## 3 0.000000000 0.000000000 0.002923977 0.000000000 0.001461988 0.019005848
##       infect     meantim      medic     symptom       week     4229624
## 1 0.00000000 0.000000000 0.00000000 0.000000000 0.00000000 0.000000000
## 2 0.05882353 0.000000000 0.00000000 0.000000000 0.00000000 0.000000000
## 3 0.02485380 0.001461988 0.01023392 0.002923977 0.01023392 0.001461988
##      caseload  hardesthit       busi        cope       need  reconfigur
## 1 0.000000000 0.000000000 0.00000000 0.000000000 0.00000000 0.000000000
## 2 0.000000000 0.000000000 0.00000000 0.000000000 0.00000000 0.000000000
## 3 0.001461988 0.001461988 0.01461988 0.002923977 0.02339181 0.001461988
##       rethink spacesã¢â‚¬â¦    workforc   aidiladha        hari    nstonlin
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988   0.001461988 0.001461988 0.001461988 0.002923977 0.002923977
##   aecnewstoday       asean    independ journalismã¢â‚¬â¦       navig
## 1  0.000000000 0.000000000 0.000000000       0.000000000 0.000000000
## 2  0.000000000 0.000000000 0.000000000       0.000000000 0.000000000
## 3  0.001461988 0.007309942 0.004385965       0.001461988 0.004385965
##        rewind       shock        2021         500     biotech        dose
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.004385965 0.001461988 0.001461988 0.001461988
##        expect        firm     moderna      produc        1000       30000
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.007309942 0.002923977 0.001461988 0.001461988 0.001461988 0.001461988
##         japan       10000      averag     florida     sunshin  australian
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.001461988 0.001461988 0.001461988 0.002923977 0.002923977
##        extens        aug        held implã¢â‚¬â¦       parad       usual
## 1 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.07843137 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.004385965 0.00877193 0.004385965 0.001461988 0.001461988 0.002923977
##       consequ     context       decis    highstak internaã¢â‚¬â¦    longterm
## 1 0.000000000 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.009803922 0.000000000    0.000000000 0.000000000
## 3 0.002923977 0.002923977 0.002923977 0.001461988    0.001461988 0.001461988
##         made      unesco        give   influenza     partial    protect
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 2 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 3 0.01023392 0.001461988 0.004385965 0.002923977 0.001461988 0.00877193
##        proven        true vacciã¢â‚¬â¦         wow      damper     merdeka
## 1 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.004385965  0.001461988 0.001461988 0.001461988 0.004385965
##         month         put         art      cancel        edit exhibitioã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000      0.000000000
## 2 0.009803922 0.009803922 0.000000000 0.000000000 0.000000000      0.000000000
## 3 0.016081871 0.013157895 0.001461988 0.002923977 0.001461988      0.001461988
##        festiv        left       music        seri        void       aizat
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.004385965 0.001461988 0.004385965 0.001461988 0.001461988
##        artist      asian covidã¢â‚¬â¦        forc       join      singer
## 1 0.000000000 0.00000000  0.000000000 0.000000000 0.00000000 0.000000000
## 2 0.000000000 0.00000000  0.000000000 0.000000000 0.00000000 0.000000000
## 3 0.001461988 0.01023392  0.001461988 0.002923977 0.01900585 0.001461988
##          song collinã¢â‚¬â¦   communiti        hard        hit  mentortalk
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 3 0.001461988   0.001461988 0.007309942 0.001461988 0.00877193 0.001461988
##        someth withã¢â‚¬â\200¹  ã¢â‚¬â\200¹dr         csr      elearn kitajagakita
## 1 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000  0.000000000
## 2 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000  0.000000000
## 3 0.001461988  0.001461988 0.001461988 0.004385965 0.001461988  0.007309942
##        nurtur tanggungjawabsosi        way     morocco        shut       spike
## 1 0.000000000       0.000000000 0.00000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000       0.000000000 0.00000000 0.009803922 0.009803922 0.009803922
## 3 0.001461988       0.001461988 0.01169591 0.000000000 0.000000000 0.001461988
##         berna bernasã¢â‚¬â¦      farmer       ikhla      plight    prihatin
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988   0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##        slower    spread  theã¢â‚¬â¦       trace       wider    casualti
## 1 0.000000000 0.0000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.0000000 0.009803922 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.0248538 0.008771930 0.001461988 0.001461988 0.001461988
##   clinicaltri provã¢â‚¬â¦  appã¢â‚¬â¦       free     headlin       morn
## 1 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000 0.00000000
## 3 0.001461988 0.001461988 0.005847953 0.01315789 0.007309942 0.01315789
##       newswav       read     section        top    ã°å¸â\200\235â¥hot             data
## 1 0.000000000 0.00000000 0.000000000 0.00000000  0.000000000 0.000000000
## 2 0.000000000 0.00000000 0.000000000 0.00000000  0.000000000 0.000000000
## 3 0.005847953 0.01315789 0.005847953 0.01169591  0.005847953 0.007309942
##        durabl         gdp        pend        sale    unemploy  usaã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.005847953 0.002923977 0.002923977 0.002923977 0.001461988
##          dine dininghabit       habit       clean        hand     practic
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.002923977 0.001461988 0.002923977 0.007309942
##       staysaf      onlin  onlã¢â‚¬â¦      remedi      switch         tip
## 1 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.007309942 0.01023392 0.002923977 0.001461988 0.001461988 0.005847953
##        tradit         ban        curb         ill         phd        seem
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.001461988 0.004385965 0.002923977 0.001461988 0.001461988
##   singã¢â‚¬â¦        site       unlik         eye      share  specialist
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 3 0.001461988 0.002923977 0.001461988 0.001461988 0.07163743 0.001461988
##      strategi      surviv       vista       among     school studentsã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000     0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.009803922 0.00000000     0.000000000
## 3 0.004385965 0.002923977 0.001461988 0.001461988 0.01608187     0.001461988
##         check       costa   costarica      nayara        rica      spring
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.008771930 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##   travelã¢â‚¬â¦      usanew     usavisa   aljazeera        away      danhtj
## 1   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3   0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##     fmnglobal halicarnien       illeg   malaymail     migrant        17th
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.002923977 0.001461988 0.002923977 0.001461988
##          2500   afã¢â‚¬â¦      border        five       open     crucial
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 2 0.000000000 0.000000000 0.009803922 0.009803922 0.00000000 0.000000000
## 3 0.001461988 0.001461988 0.002923977 0.005847953 0.01023392 0.004385965
##           ict       play resusciã¢â‚¬â¦       role        save        use
## 1 0.000000000 0.00000000    0.000000000 0.00000000 0.000000000 0.00000000
## 2 0.000000000 0.00000000    0.000000000 0.00000000 0.000000000 0.00000000
## 3 0.001461988 0.00877193    0.001461988 0.00877193 0.002923977 0.01315789
##   biontechgroup    bnt162b1    bnt162b2      candid     mrnabas      pfizer
## 1   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3   0.001461988 0.001461988 0.001461988 0.002923977 0.001461988 0.001461988
##     thã¢â‚¬â¦  ambassador     dotasia         han   interview         iot
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.005847953 0.001461988 0.001461988 0.002923977 0.002923977 0.001461988
##          beat    fellaini      header       match       minut         won
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.002923977 0.001461988 0.001461988
##      frontlin   getrepost     mieyali       mural    progress      repost
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.005847953 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##           wip ã£æ’â»ã£æ’â»ã£æ’â»        diet      fight     healthi    lifestyl
## 1 0.000000000        0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 2 0.000000000        0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 3 0.001461988        0.001461988 0.001461988 0.01023392 0.002923977 0.001461988
##       nutriti    signific      strong    ã¢â‚¬â¦      100000   cryptonew
## 1 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.005847953 0.00877193 0.001461988 0.001461988
##           eth    ethereum       grown     percent       token  yfiã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.001461988 0.001461988 0.001461988 0.001461988
##       yks2020      messag      suffer        base buildbackbett     pathway
## 1 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 2 0.000000000 0.009803922 0.000000000 0.000000000   0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.002923977   0.001461988 0.001461988
##     recoveri        undp  26072020        26th      arriv        bear
## 1 0.00000000 0.000000000 0.1333333 0.000000000 0.00000000 0.000000000
## 2 0.03921569 0.000000000 0.0000000 0.000000000 0.00000000 0.000000000
## 3 0.01169591 0.001461988 0.0000000 0.001461988 0.00877193 0.001461988
##   kkmputrajaya       must     pdrmsia quarantineã¢â‚¬â¦      behalf       court
## 1   0.00000000 0.00000000 0.000000000       0.000000000 0.000000000 0.000000000
## 2   0.00000000 0.00000000 0.000000000       0.000000000 0.000000000 0.009803922
## 3   0.00877193 0.01169591 0.002923977       0.001461988 0.004385965 0.004385965
##          head theresã¢â‚¬â¦      violat     whoever againsã¢â‚¬â¦    ceremoni
## 1 0.000000000   0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 3 0.001461988   0.001461988 0.004385965 0.001461988   0.001461988 0.001461988
##          flag      measur   muhyiddin      relief        maep   temporari
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.007309942 0.001461988 0.001461988 0.001461988 0.001461988
##       attract         big     corrupt      former       najib razakã¢â‚¬â„¢
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000
## 2 0.009803922 0.019607843 0.009803922 0.009803922 0.009803922   0.009803922
## 3 0.001461988 0.004385965 0.000000000 0.004385965 0.010233918   0.000000000
##    todã¢â‚¬â¦      1115am      crimin     intern      outsid         src
## 1 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.000000000 0.00000000 0.009803922 0.000000000
## 3 0.000000000 0.001461988 0.004385965 0.00877193 0.002923977 0.002923977
##         trial       dozen msianinsight  najibrazak       prime        book
## 1 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.004385965 0.001461988  0.001461988 0.007309942 0.001461988 0.001461988
##       favorit    interest messã¢â‚¬â¦        part        send    stranger
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.009803922 0.000000000 0.000000000
## 3 0.001461988 0.004385965 0.001461988 0.007309942 0.004385965 0.001461988
##        theyll youã¢â‚¬â„¢r       chair   ecosystem        educ       great
## 1 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988  0.001461988 0.001461988 0.001461988 0.005847953 0.004385965
##        guyper       panel postã¢â‚¬â¦     session ã¢â‚¬å“cultiv     assigne
## 1 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 3 0.001461988 0.004385965 0.001461988 0.007309942   0.001461988 0.001461988
##    bmccmember duringã¢â‚¬â¦       event      expert        larg       media
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.009803922
## 3 0.001461988   0.001461988 0.001461988 0.004385965 0.002923977 0.005847953
##         photo       razak        zero countryã¢â‚¬â¦       damag       third
## 1 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.001461988 0.001461988    0.001461988 0.002923977 0.001461988
##     unsurpris     affect deveã¢â‚¬â¦       cyber       space suppã¢â‚¬â¦
## 1 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.01023392 0.001461988 0.001461988 0.005847953 0.001461988
##       surveil    unexpect         250        isnt      mknjpm        maga
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.002923977 0.001461988 0.001461988
##         organ       polit       scale        unit      action     foolish
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.009803922 0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.001461988 0.004385965 0.007309942 0.001461988
##       person wearyourmaskã¢â‚¬â¦ weã¢â‚¬â„¢r       wrong       eight
## 1 0.00000000         0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.00000000         0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.00877193         0.001461988 0.002923977 0.004385965 0.001461988
##         equip        hour       salut       spend         ten theyã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.029411765 0.000000000 0.000000000 0.009803922 0.000000000
## 3 0.001461988 0.004385965 0.004385965 0.001461988 0.002923977 0.001461988
##   bazarã¢â‚¬â¦    colleagu         cox     ibrahim        isol      mollik
## 1  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3  0.001461988 0.001461988 0.001461988 0.002923977 0.004385965 0.001461988
##        anymor sinceã¢â‚¬â¦      compli    emphasis        miti      alaska
## 1 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988  0.001461988 0.002923977 0.001461988 0.001461988 0.002923977
##        corona        park       reach       remot        12am   28ã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.009803922 0.000000000 0.000000000 0.009803922 0.009803922
## 3 0.002923977 0.001461988 0.002923977 0.004385965 0.000000000 0.000000000
##        danang        link    campaign       elder      launch sendyourhug
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.000000000 0.002923977 0.002923977 0.001461988 0.005847953 0.001461988
##       vatican   entertain       ignor movementã¢â‚¬â¦      outlet      bossku
## 1 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.002923977     0.001461988 0.002923977 0.002923977
##         call     probabl    srctrial      happen         ã¢â\201â\200°ã¯â¸â\217                sosial
## 1 0.00000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 2 0.00000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 3 0.01169591 0.007309942 0.002923977 0.002923977   0.001461988 0.001461988
##         come        duta continueã¢â‚¬â¦       cross   philippin      releas
## 1 0.00000000 0.000000000     0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.00000000 0.000000000     0.009803922 0.029411765 0.029411765 0.009803922
## 3 0.00877193 0.001461988     0.000000000 0.001461988 0.004385965 0.002923977
##           urg     concert       forum sciencã¢â‚¬â¦    tomorrow worldfishcent
## 1 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000   0.000000000
## 2 0.009803922 0.000000000 0.000000000   0.000000000 0.000000000   0.000000000
## 3 0.001461988 0.001461988 0.001461988   0.001461988 0.002923977   0.002923977
##   aquaticfood     better    eã¢â‚¬â¦     forward       solut   worldfish
## 1 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.005847953 0.00877193 0.002923977 0.004385965 0.001461988 0.001461988
##         brace   spreader      super ã°å¸ëœâ·ã°å¸ëœâ·ã°å¸ëœâ· allowedã¢â‚¬â¦
## 1 0.000000000 0.00000000 0.00000000              0.000000000    0.000000000
## 2 0.000000000 0.00000000 0.00000000              0.000000000    0.000000000
## 3 0.001461988 0.00877193 0.00877193              0.001461988    0.001461988
##          fake     verdict      whatev coveryourfac     fashion fashionista
## 1 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000
## 2 0.019607843 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988  0.001461988 0.001461988 0.001461988
##        street   underwear   vickrama1   distribut       iskul         kit
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##         merci   saã¢â‚¬â¦    student     teacher      unicef aidilarazak
## 1 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.009803922 0.00000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.01169591 0.002923977 0.001461988 0.001461988
##    hannahyeoh    ã°å¸â¤â¦       debat      edotco modelã¢â‚¬â¦        post
## 1 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.002923977 0.001461988  0.001461988 0.005847953
##       towerco    towerpow      upgrad         680   discoveri
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##   sentosaclusterã¢â‚¬â¦      custom      famili        nail        nich
## 1           0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2           0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3           0.001461988 0.002923977 0.005847953 0.002923977 0.001461988
##         offer       salon      servic waxingã¢â‚¬â¦       woman         noh
## 1 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.009803922   0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.001461988 0.004385965   0.001461988 0.001461988 0.001461988
##      thousand stupidpeoplewillkillusal       swear        2812       bless
## 1 0.000000000              0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000              0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988              0.001461988 0.001461988 0.001461988 0.001461988
##   deuteronomi fromã¢â‚¬â¦      heaven        lord        pour      proper
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.004385965 0.001461988 0.001461988 0.001461988 0.002923977
##          rain    aaradhya aaradhyaã¢â‚¬â¦   aishwarya aishwaryarai    bachchan
## 1 0.000000000 0.000000000     0.000000000 0.000000000  0.000000000 0.000000000
## 2 0.000000000 0.000000000     0.000000000 0.000000000  0.000000000 0.000000000
## 3 0.001461988 0.001461988     0.001461988 0.001461988  0.001461988 0.001461988
##      daughter         rai thesundaili        fuck       nasib        yall
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##          dead        dssa       elect jamawijaafar        musa      rejoin
## 1 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000
## 3 0.007309942 0.001461988 0.007309942  0.001461988 0.001461988 0.001461988
##          snap        game   imaginari letã¢â‚¬â„¢    scenario threadã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000
## 3 0.002923977 0.001461988 0.001461988 0.002923977 0.001461988   0.001461988
##        affair      africa    committe        hafc       libya      markup
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.001461988 0.001461988 0.004385965 0.001461988
##       russia       sudan       covid     central dialoguã¢â‚¬â¦    question
## 1 0.00000000 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000
## 2 0.00000000 0.000000000 0.000000000 0.000000000    0.000000000 0.009803922
## 3 0.01023392 0.001461988 0.007309942 0.002923977    0.001461988 0.001461988
##          camp        get         old    hã¢â‚¬â¦        nine        past
## 1 0.000000000 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.00000000 0.000000000 0.009803922 0.029411765 0.019607843
## 3 0.002923977 0.01315789 0.004385965 0.001461988 0.002923977 0.002923977
##        combat      enforc governmentã¢â‚¬â„¢ nomorequarantin teambandarkuch
## 1 0.000000000 0.000000000        0.000000000     0.000000000    0.000000000
## 2 0.000000000 0.000000000        0.000000000     0.000000000    0.000000000
## 3 0.002923977 0.001461988        0.002923977     0.001461988    0.001461988
##       creativ       engag       happi     wbw2020    concentr      invari
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.005847953 0.001461988 0.001461988 0.001461988
##     inã¢â‚¬â¦       often       power    wealthã¢â‚¬â\235             fall         mlb
## 1 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.009803922   0.000000000 0.000000000 0.000000000
## 3 0.007309942 0.001461988 0.007309942   0.001461988 0.001461988 0.001461988
##       preview      season willã¢â‚¬â¦    jimmular  malã¢â‚¬â¦ mariosidion
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##       nonsens realdonaldtrump thechadmean aboutã¢â‚¬â¦       icymi
## 1 0.000000000     0.000000000 0.000000000  0.000000000 0.000000000
## 2 0.000000000     0.000000000 0.000000000  0.000000000 0.000000000
## 3 0.001461988     0.001461988 0.001461988  0.001461988 0.004385965
##                          ã°å¸â\220å¸ã°å¸â\220â„¢ã°å¸â\220â ã°å¸â¦â‚¬ã°å¸â¦â\220ã¢å¾â¡ã¯â¸â\217                                aquat
## 1                                            0.000000000 0.000000000
## 2                                            0.000000000 0.000000000
## 3                                            0.001461988 0.001461988
##    boaã¢â‚¬â¦       drive        food         har     potenti      achiev
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.029411765 0.000000000
## 3 0.001461988 0.002923977 0.007309942 0.001461988 0.004385965 0.004385965
##      confront         far pandemicã¢â‚¬â¦        8999   reã¢â‚¬â¦       batch
## 1 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.009803922     0.000000000 0.009803922 0.009803922 0.000000000
## 3 0.001461988 0.001461988     0.004385965 0.000000000 0.001461988 0.001461988
##   chinaã¢â‚¬â„¢      detach       femal        mali   peacekeep recogniã¢â‚¬â¦
## 1   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000    0.000000000
## 2   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000    0.000000000
## 3   0.001461988 0.001461988 0.001461988 0.001461988 0.001461988    0.001461988
##       seventh       troop        west  cornerston       innov thesã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.002923977 0.001461988
##   borderã¢â‚¬â¦   implement       inmat        pass   shortterm        gang
## 1   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3   0.001461988 0.004385965 0.001461988 0.001461988 0.002923977 0.001461988
##         huski  photograph        pink  susã¢â‚¬â¦        wide   wristband
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.002923977 0.002923977
##        airlin       aviat       climb    mountain     briberi  incã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##    longerterm      obtain    consider      equiti    interact         key
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.004385965
##        privat     speaker         bad       howev      insist        surg
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.001461988 0.001461988 0.004385965 0.001461988 0.001461988
##         tedro  wasã¢â‚¬â¦       excel intervã¢â‚¬â¦        life        norm
## 1 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988   0.001461988 0.004385965 0.007309942
##         readi       skill ã°å¸â\200\231âªget    fã¢â‚¬â¦     oversea uncertainti
## 1 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000  0.000000000 0.009803922 0.000000000 0.000000000
## 3 0.002923977 0.001461988  0.001461988 0.002923977 0.001461988 0.001461988
##        acquir      actual       corgi       coupl    gã¢â‚¬â¦      reveal
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.002923977 0.001461988
##           act        less        move      sooner       stage storyã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000
## 2 0.009803922 0.009803922 0.009803922 0.009803922 0.009803922  0.009803922
## 3 0.000000000 0.001461988 0.000000000 0.000000000 0.001461988  0.000000000
##      victoria     zealand         fed      purpos      higher  manufactur
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.005847953 0.001461988 0.001461988 0.001461988 0.002923977
##         track     tuesday      banner        deen   fuã¢â‚¬â¦       kenya
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##         press    absentia        fish     fisheri       havoc    mã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.001461988 0.002923977 0.001461988 0.001461988 0.005847953
##         pacif       wreak     fishbas    hardship       incom  livelihood
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.004385965 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##         recov     languag       reput rocksoliã¢â‚¬â¦     concern       youth
## 1 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.002923977 0.002923977     0.001461988 0.004385965 0.005847953
##          code     conveni doesã¢â‚¬â¦      rakyat   selangkah   sidebysid
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.002923977 0.001461988 0.001461988
##         amid      coffer      deepen     deficit      fiscal pandeã¢â‚¬â¦
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000
## 2 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000
## 3 0.00877193 0.001461988 0.001461988 0.002923977 0.001461988  0.002923977
##        inclus rakansarawakã¢â‚¬â¦      resili southeastasia      wherev
## 1 0.000000000         0.000000000 0.000000000   0.000000000 0.000000000
## 2 0.000000000         0.000000000 0.000000000   0.000000000 0.000000000
## 3 0.001461988         0.001461988 0.002923977   0.002923977 0.001461988
##       attempt        late       littl       owner  actã¢â‚¬â¦         ccp
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.004385965 0.002923977 0.001461988 0.004385965 0.002923977 0.001461988
##      covidfat        iran     possibl       print kempendidikan         moe
## 1 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.005847953 0.001461988   0.001461988 0.001461988
##   radzijidinã¢â‚¬â¦    american         fin trumpã¢â‚¬â¦       mitig
## 1       0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 2       0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 3       0.001461988 0.004385965 0.001461988  0.002923977 0.001461988
##           104      detain       flout fmtnewsã¢â‚¬â¦      remand        akpk
## 1 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.002923977    0.002923977 0.002923977 0.001461988
##     exã¢â‚¬â¦      target buildforwardbett       equal opportunitieã¢â‚¬â¦
## 1 0.000000000 0.000000000      0.000000000 0.000000000         0.000000000
## 2 0.000000000 0.009803922      0.000000000 0.000000000         0.000000000
## 3 0.001461988 0.002923977      0.001461988 0.001461988         0.001461988
##       rebuild     societi         3rd  03082020      carbon         dip
## 1 0.000000000 0.000000000 0.000000000 0.1333333 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.0000000 0.000000000 0.000000000
## 3 0.001461988 0.004385965 0.001461988 0.0000000 0.001461988 0.001461988
##         emiss plantã¢â‚¬â¦       sdg13     complet     passeng    transfer
## 1 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000 0.009803922
## 3 0.001461988  0.001461988 0.001461988 0.004385965 0.001461988 0.001461988
##          hold       parti   fundament healthcareforallã¢â‚¬â¦  humanright
## 1 0.000000000 0.000000000 0.000000000             0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000             0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988             0.001461988 0.001461988
##          list     without     insight      intlso     webinar       centr
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.004385965 0.001461988 0.001461988 0.002923977 0.002923977
##        diseas  preã¢â‚¬â¦     whether      labfre         pcr    prioriti
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.004385965 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##      encourag         ppe     reusabl      athlet      injuri primaã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000
## 3 0.004385965 0.001461988 0.001461988 0.001461988 0.001461988  0.001461988
##      comeback         kfc oneofitskind       focus manufacturã¢â‚¬â¦
## 1 0.000000000 0.000000000  0.000000000 0.000000000       0.000000000
## 2 0.000000000 0.000000000  0.000000000 0.000000000       0.000000000
## 3 0.001461988 0.001461988  0.001461988 0.002923977       0.001461988
##         phone   secpompeo   secretari       spoke ã°å¸â\200¡âºã°å¸â\200¡â¸
## 1 0.000000000 0.000000000 0.000000000 0.000000000        0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000        0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.002923977        0.001461988
##         ahmad       dewan   dzulkefli   agreement      biolog         emo
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##           inc         ink  memorandum   paã¢â‚¬â¦    undertak       usbas
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.002923977 0.001461988 0.001461988
##        abroad      permit      polici       revis traveã¢â‚¬â¦         200
## 1 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.009803922 0.000000000  0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.002923977 0.002923977  0.001461988 0.001461988
##        clinic       human trialsã¢â‚¬â¦      burden       msmes     process
## 1 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.002923977   0.001461988 0.002923977 0.001461988 0.002923977
##          real       kedah    nã¢â‚¬â¦  sivagangga     strain superspread
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 2 0.000000000 0.039215686 0.000000000 0.009803922 0.04901961 0.000000000
## 3 0.002923977 0.005847953 0.001461988 0.004385965 0.03801170 0.001461988
##   grantedã¢â‚¬â¦   secondwav       worri       europ       spain      impact
## 1    0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2    0.000000000 0.000000000 0.000000000 0.009803922 0.000000000 0.000000000
## 3    0.001461988 0.001461988 0.001461988 0.016081871 0.001461988 0.004385965
##        survey  understand         122        eras       green penangã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000
## 2 0.000000000 0.000000000 0.009803922 0.009803922 0.009803922   0.009803922
## 3 0.004385965 0.001461988 0.000000000 0.000000000 0.000000000   0.000000000
##       status      assist   crossbord   taã¢â‚¬â¦        abid         psa
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.01960784 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.00000000 0.002923977 0.002923977 0.001461988 0.001461988 0.001461988
##         reduc  catastroph  conã¢â‚¬â¦    dysfunct    irrevers      retire
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.005847953 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##        trump         8th kitateguhkitamenangã¢â‚¬â¦         hbv         hcc
## 1 0.00000000 0.000000000                 0.00000000 0.000000000 0.000000000
## 2 0.00000000 0.000000000                 0.00000000 0.000000000 0.000000000
## 3 0.01023392 0.002923977                 0.07309942 0.001461988 0.001461988
##         topic wonglaihung      319000        6600 regioã¢â‚¬â¦ pakaipelitupmuka
## 1 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000      0.000000000
## 2 0.000000000 0.000000000 0.009803922 0.009803922  0.009803922      0.000000000
## 3 0.001461988 0.001461988 0.000000000 0.000000000  0.000000000      0.002923977
##      safeã¢â‚¬â\235      staysafestayhealthi staysafeã¢â‚¬â¦      trendi   wearamask
## 1 0.000000000         0.000000000     0.000000000 0.000000000 0.000000000
## 2 0.000000000         0.000000000     0.000000000 0.000000000 0.000000000
## 3 0.001461988         0.001461988     0.001461988 0.001461988 0.005847953
##       ã¢â‚¬å“    3dayspui closecontact   ã°å¸ëœâ\200         1016      kangar
## 1 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.005847953 0.001461988  0.001461988 0.001461988 0.001461988 0.002923977
##   lighã¢â‚¬â¦    sanglang        125        9070
## 1 0.000000000 0.000000000 0.00000000 0.000000000
## 2 0.000000000 0.000000000 0.01960784 0.009803922
## 3 0.001461988 0.005847953 0.00000000 0.000000000
##                                              ã°å¸â\217å ã¢â‚¬â\215ã¢â„¢â\200šã¯â¸â\217ã°å¸â\217å ã¢â‚¬â\215ã¢â„¢â\200šã¯â¸â\217ã°å¸â\217å ã¢â‚¬â\215ã¢â„¢â\200šã¯â¸â\217                                             
## 1                                                                             0.000000000
## 2                                                                             0.000000000
## 3                                                                             0.001461988
##   lifeã°å¸ëœëœ   difficult         end mohamadã¢â‚¬â¦    mustapha     poverti
## 1  0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000
## 2  0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000
## 3  0.001461988 0.002923977 0.005847953    0.001461988 0.001461988 0.001461988
##        author      canada  foodservic       halal         hma        info
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.005847953 0.004385965 0.001461988 0.002923977 0.001461988 0.004385965
##       monitor designatedã¢â‚¬â¦      friday       perak sivangangga       unrel
## 1 0.000000000       0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000       0.009803922 0.009803922 0.009803922 0.009803922 0.009803922
## 3 0.001461988       0.000000000 0.001461988 0.000000000 0.000000000 0.000000000
##         choos         got        piec     plastic pleasã¢â‚¬â¦       singl
## 1 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.019607843
## 3 0.001461988 0.007309942 0.001461988 0.001461988  0.001461988 0.001461988
##         touch         yes    ã°å¸ëœâ¡        awar      embrac       empow
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.001461988 0.002923977 0.004385965 0.001461988
##        approv        mass        wait     indigen     respond solutionsã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000      0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000      0.000000000
## 3 0.002923977 0.001461988 0.004385965 0.002923977 0.004385965      0.001461988
##   implementatã¢â‚¬â¦       enjoy     publish       wayhq worldã¢â‚¬â„¢
## 1        0.000000000 0.000000000 0.000000000 0.000000000   0.000000000
## 2        0.000000000 0.000000000 0.000000000 0.000000000   0.000000000
## 3        0.001461988 0.001461988 0.002923977 0.001461988   0.002923977
##   buncitã¢â‚¬â¦     footbal   kakijersi     kembung     passion      routin
## 1   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3   0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.002923977
##     spiritofc                   ã¢å¡â½ã¯â¸â\217ã°å¸â\217æ’ã¢â‚¬â\215ã¢â„¢â\200šã¯â¸â\217                          differ       floor
## 1 0.000000000                               0.000000000 0.000000000 0.000000000
## 2 0.000000000                               0.000000000 0.000000000 0.000000000
## 3 0.001461988                               0.001461988 0.001461988 0.001461988
##         separ       break    mileston    wã¢â‚¬â¦       68000     convict
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.019607843 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.005847953 0.001461988 0.004385965 0.001461988 0.001461988
##   kamekorangsarawak      korona        wife    ã¢ëœâ ã¯â¸â\217      embracingnewnorm
## 1       0.000000000 0.000000000 0.000000000  0.000000000      0.000000000
## 2       0.000000000 0.000000000 0.000000000  0.000000000      0.000000000
## 3       0.001461988 0.001461988 0.001461988  0.001461988      0.001461988
##   newnormsstrategi pembudayaannormabaharuã¢â‚¬â¦        exco      enhanc
## 1      0.000000000                   0.000000000 0.000000000 0.000000000
## 2      0.000000000                   0.000000000 0.000000000 0.000000000
## 3      0.001461988                   0.001461988 0.001461988 0.001461988
##        place      villag   safeguard   trã¢â‚¬â¦       chief        kiew
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.00000000 0.000000000 0.000000000 0.000000000 0.009803922 0.000000000
## 3 0.01023392 0.002923977 0.001461988 0.002923977 0.002923977 0.001461988
##      lã¢â‚¬â¦        main        road   roadblock superintend        wari
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.001461988 0.001461988 0.001461988 0.002923977
##        idukki      indian      kerala    landslid operã¢â‚¬â¦    redcross
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.004385965 0.001461988 0.001461988 0.001461988 0.007309942
##     firefight        gone       sanit         six       activ  allã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.019607843 0.029411765 0.000000000
## 3 0.001461988 0.002923977 0.004385965 0.004385965 0.007309942 0.001461988
##          hike   overnight   36ã¢â‚¬â¦        8011       entri    09082020
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.004385965 0.001461988
##          beba       ke100 kitamestimenangã¢â‚¬â¦      onenew        pkpp
## 1 0.000000000 0.000000000            0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000            0.000000000 0.000000000 0.009803922
## 3 0.001461988 0.001461988            0.001461988 0.001461988 0.001461988
##         plagu plasticpollut     fastest        mump     scratch        took
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988   0.001461988 0.001461988 0.001461988 0.001461988 0.004385965
##         beach bitbeã¢â‚¬â¦     bitcoin         cic   enterpris      korean
## 1 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988  0.001461988 0.001461988 0.001461988 0.002923977 0.001461988
##         pilot     project         run       south     tourist  08082020
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.1333333
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.0000000
## 3 0.001461988 0.001461988 0.002923977 0.004385965 0.004385965 0.0000000
##          deem redeployedã¢â‚¬â¦ sungaibakap       there     yellow        0800
## 1 0.000000000       0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## 2 0.009803922       0.009803922 0.009803922 0.009803922 0.01960784 0.009803922
## 3 0.000000000       0.000000000 0.000000000 0.004385965 0.00000000 0.000000000
##       2153010      628747 cureddisã¢â‚¬â¦     tracker         178        bull
## 1 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.009803922     0.009803922 0.009803922 0.000000000 0.000000000
## 3 0.000000000 0.000000000     0.000000000 0.000000000 0.001461988 0.001461988
##   heirã¢â‚¬â„¢ hitandã¢â‚¬â¦ johnreedwrit       unequ       write   cuã¢â‚¬â¦
## 1  0.000000000   0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 2  0.000000000   0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 3  0.001461988   0.001461988  0.001461988 0.001461988 0.002923977 0.001461988
##      discount        shop authorwadedavi      except       illus      tatter
## 1 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.002923977    0.001461988 0.002923977 0.001461988 0.001461988
##        indoor      period       resid       tempo nanotechnolog     anywher
## 1 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988   0.001461988 0.001461988
##    billionair    chinabas hurunreportsã¢â‚¬â¦       ninth kibarjalurgemilang
## 1 0.000000000 0.000000000         0.000000000 0.000000000         0.00000000
## 2 0.000000000 0.000000000         0.000000000 0.000000000         0.00000000
## 3 0.001461988 0.001461988         0.001461988 0.001461988         0.05847953
##   malaysiakumerdeka malaysiaprihatin  merdekamo       gobut kitajagakitaã¢â‚¬â¦
## 1        0.00000000       0.00000000 0.00000000 0.000000000         0.000000000
## 2        0.00000000       0.00000000 0.00000000 0.000000000         0.000000000
## 3        0.05847953       0.05847953 0.05847953 0.001461988         0.001461988
##          okay      rememb wantoonweek       block northkorean      closur
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.001461988 0.001461988 0.001461988 0.001461988
##         mosqu   necessari      religi       surau 5mys4foreign  breakdown
## 1 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000  0.009803922 0.03921569
## 3 0.001461988 0.001461988 0.002923977 0.001461988  0.000000000 0.00000000
##         avail leehsienloong        note         13ã¢â¬â\200 ã¯â¸â\217ã°å¸â\200\235â´              1ã¢â‚¬â¦
## 1 0.000000000   0.000000000 0.000000000              0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000              0.009803922 0.009803922
## 3 0.002923977   0.001461988 0.001461988              0.000000000 0.000000000
##           25ã¢â¬â\200 ã¯â¸â\217ã°å¸â\200\235â´              7ã¢â¬â\200¡ã¯â¸â\217ã°å¸å¸â¢              175 55104ã¢â‚¬â¦
## 1              0.000000000            0.000000000 0.000000000  0.000000000
## 2              0.009803922            0.009803922 0.009803922  0.009803922
## 3              0.000000000            0.000000000 0.000000000  0.000000000
##          1018       excit         pic regardingã¢â‚¬â¦     serious        asia
## 1 0.000000000 0.000000000 0.000000000      0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.000000000      0.000000000 0.000000000 0.000000000
## 3 0.000000000 0.001461988 0.001461988      0.001461988 0.002923977 0.007309942
##      awesomeã°å¸â\200\230â\217ecofriend            drone    droneã¢å“ë†ã¯â¸â\217        ecofriend
## 1               0.000000000 0.000000000       0.000000000 0.000000000
## 2               0.000000000 0.000000000       0.000000000 0.000000000
## 3               0.001461988 0.001461988       0.001461988 0.001461988
##          leav    pineappl   technolog antoniobandera         bit        feel
## 1 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988    0.001461988 0.001461988 0.002923977
##   spainã¢â‚¬â¦        tire         bro       brows   drã¢â‚¬â¦         fyi
## 1  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3  0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##         humbl sebujangpadang      youtub        1445 complyinã¢â‚¬â¦  10082020
## 1 0.000000000    0.000000000 0.000000000 0.000000000     0.000000000 0.1333333
## 2 0.000000000    0.000000000 0.000000000 0.000000000     0.000000000 0.0000000
## 3 0.001461988    0.001461988 0.001461988 0.002923977     0.002923977 0.0000000
##          10th      employ        hire       resum speakersã¢â‚¬â¦       becom
## 1 0.000000000 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000     0.000000000 0.009803922
## 3 0.001461988 0.002923977 0.001461988 0.002923977     0.001461988 0.004385965
##   univerã¢â‚¬â¦    complain        much     thought      iskcon      priest
## 1   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3   0.001461988 0.001461988 0.005847953 0.002923977 0.001461988 0.001461988
##          seal       templ   vrindavan      decemb         pro       proud
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##         stanc      afford       basic      thrown leastã¢â‚¬â¦    maintain
## 1 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988  0.001461988 0.002923977
##   collieflower922 erinhartigan4     garym27      irkenz klglass2ã¢â‚¬â¦
## 1     0.000000000   0.000000000 0.000000000 0.000000000     0.000000000
## 2     0.000000000   0.000000000 0.000000000 0.000000000     0.000000000
## 3     0.001461988   0.001461988 0.001461988 0.001461988     0.001461988
##   lizmoblubuckey  polarsprit     scott5d       vegix    ã¢â¬â\200¡ã¯â¸â\217     
## 1    0.000000000 0.000000000 0.000000000 0.000000000   0.000000000
## 2    0.000000000 0.000000000 0.000000000 0.000000000   0.000000000
## 3    0.001461988 0.001461988 0.002923977 0.001461988   0.001461988
##   partnerã¢â‚¬â„¢      fabric        guid      helath rakansarawak        armi
## 1     0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 2     0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 3     0.001461988 0.002923977 0.005847953 0.001461988  0.007309942 0.001461988
##   muhyiddinyassin preparednesã¢â‚¬â¦  strengthen tenteradarat      believ
## 1     0.000000000        0.000000000 0.000000000  0.000000000 0.000000000
## 2     0.000000000        0.000000000 0.000000000  0.000000000 0.000000000
## 3     0.004385965        0.001461988 0.002923977  0.001461988 0.004385965
##       johnson        mead      nutrit      parent theirã¢â‚¬â¦   blksantax
## 1 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.002923977 0.001461988  0.001461988 0.001461988
##   candigirl73    kwehsner   lizard817 mallorysoracl mrsblksantax
## 1 0.000000000 0.000000000 0.000000000   0.000000000  0.000000000
## 2 0.000000000 0.000000000 0.000000000   0.000000000  0.000000000
## 3 0.001461988 0.001461988 0.001461988   0.001461988  0.001461988
##   rexsterling10ã¢â‚¬â¦     acceler      deploy governancã¢â‚¬â¦   transform
## 1          0.000000000 0.000000000 0.000000000      0.000000000 0.000000000
## 2          0.000000000 0.000000000 0.000000000      0.000000000 0.000000000
## 3          0.001461988 0.004385965 0.001461988      0.001461988 0.004385965
##         trust       front     maritim       pirat       quiet        ward
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##          9103       stand        amaz     applaus   contribut       midst
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.000000000 0.000000000 0.001461988 0.001461988 0.001461988 0.001461988
##           ton        exit    restrict newzealand        1009 malaysianã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000      0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.01960784 0.009803922      0.009803922
## 3 0.001461988 0.001461988 0.002923977 0.00000000 0.000000000      0.000000000
##   covidã£æ’â¼19        done       putin       novel registeredã¢â‚¬â¦
## 1   0.000000000 0.000000000 0.000000000 0.000000000       0.000000000
## 2   0.000000000 0.000000000 0.000000000 0.000000000       0.000000000
## 3   0.001461988 0.001461988 0.001461988 0.002923977       0.001461988
##          asid preventã¢â‚¬â¦ worldmaskweek    ã°å¸ëœâ·       evolv
## 1 0.000000000    0.000000000   0.000000000 0.000000000 0.000000000
## 2 0.000000000    0.000000000   0.000000000 0.000000000 0.000000000
## 3 0.001461988    0.001461988   0.001461988 0.004385965 0.002923977
##   includingã¢â‚¬â¦       initi      inkind myamchamcar     program      suppli
## 1      0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2      0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3      0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##        bright    ecommerc grocã¢â‚¬â¦        jump         led      retail
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.002923977 0.002923977 0.004385965
##       struggl       child         cri      father       heard   neã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.004385965 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##         water         wit  agaã¢â‚¬â¦      kkciti      regist
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.009803922 0.009803922 0.029411765
## 3 0.004385965 0.001461988 0.000000000 0.000000000 0.001461988
##   3malaysian2nonmalaysian   foã¢â‚¬â¦     billion     carrier cathaypacif
## 1             0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2             0.009803922 0.019607843 0.000000000 0.000000000 0.000000000
## 3             0.000000000 0.001461988 0.007309942 0.001461988 0.001461988
##   firstã¢â‚¬â¦        hk99        hong        kong     nstbusi       us127
## 1  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3  0.001461988 0.001461988 0.002923977 0.002923977 0.001461988 0.001461988
##     wednesday       learn       nepal      volunt         449    contract
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.004385965 0.001461988 0.004385965 0.001461988 0.004385965
##        output recordã¢â‚¬â¦       tumbl  yearonyear    preexist        stop
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.009803922
## 3 0.001461988   0.001461988 0.001461988 0.001461988 0.001461988 0.008771930
##       harimau      malaya        2017       given        kept knowã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##          2022         cup       delay        fifa     qualifi     tuition
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##           uni      experi internationalyouthday2020      listen     commiss
## 1 0.000000000 0.000000000               0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000               0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.002923977               0.001461988 0.001461988 0.001461988
##   durinã¢â‚¬â¦        rm12  11082020     builtin clusterã¢â‚¬â„¢     everyth
## 1  0.000000000 0.000000000 0.1333333 0.000000000     0.000000000 0.000000000
## 2  0.000000000 0.000000000 0.0000000 0.000000000     0.000000000 0.000000000
## 3  0.001461988 0.002923977 0.0000000 0.001461988     0.001461988 0.001461988
##           lah malaysiakini         man    selfevid ã¢â‚¬ëœnaji governã¢â‚¬â¦
## 1 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000   0.000000000
## 2 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000   0.000000000
## 3 0.001461988  0.001461988 0.005847953 0.001461988 0.001461988   0.002923977
##       petrona      revenu      vulner        2018 partlyã¢â‚¬â¦       price
## 1 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988   0.001461988 0.001461988
##         rm500         tag      versus         air      caught     infecti
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.009803922
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.030701754
##          beij   forbidden       impos    iã¢â‚¬â¦   disclosur         esg
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##    esgã¢â‚¬â¦  mainstream     adabran brotherhood   istiqamah kekaltenang
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.002923977 0.002923977 0.002923977 0.002923977
##      khairykj      rembau setiabersahabatã¢â‚¬â¦     stayhom        clan
## 1 0.000000000 0.000000000            0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000            0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988            0.001461988 0.002923977 0.001461988
##           daa kita1hatiã¢â‚¬â¦ setiabersahabat     airbalt      desert
## 1 0.000000000      0.000000000     0.000000000 0.000000000 0.000000000
## 2 0.000000000      0.000000000     0.000000000 0.000000000 0.000000000
## 3 0.001461988      0.001461988     0.001461988 0.001461988 0.001461988
##       gatwick      latvia        riga southtermin    kingkham         lao
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##   prevã¢â‚¬â¦       young covid19vaccin      moscow     prestig   scientist
## 1 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.009803922   0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.004385965   0.001461988 0.001461988 0.001461988 0.001461988
##           173        9114        push recovereddischarg totaã¢â‚¬â¦    ã¢â‚¬â\200œ
## 1 0.000000000 0.000000000 0.000000000       0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.000000000       0.009803922 0.009803922 0.009803922
## 3 0.001461988 0.001461988 0.001461988       0.000000000 0.000000000 0.004385965
##           icu       intub      articl      genius  outã¢â‚¬â¦       spell
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.002923977 0.001461988 0.002923977 0.001461988
##          warm      applic bettertogeth         sap        1004
## 1 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000  0.000000000 0.000000000 0.009803922
## 3 0.001461988 0.001461988  0.001461988 0.001461988 0.000000000
##   7malaysian1nonmalaysian assistanã¢â‚¬â¦      breath      intens        none
## 1             0.000000000     0.000000000 0.000000000 0.000000000 0.000000000
## 2             0.009803922     0.000000000 0.000000000 0.000000000 0.000000000
## 3             0.000000000     0.001461988 0.001461988 0.001461988 0.001461988
##         treat    1ã¯â¸â\217ã¢æ’⣠        2ã¯â¸â\217ã¢æ’⣠        3ã¯â¸â\217ã¢æ’⣠        4ã¯â¸â\217ã¢æ’â£ã¢â‚¬â¦     
## 1 0.000000000   0.000000000   0.000000000   0.000000000          0.000000000
## 2 0.000000000   0.000000000   0.000000000   0.000000000          0.000000000
## 3 0.002923977   0.001461988   0.001461988   0.001461988          0.001461988
##   7harimencintaiku2     hashtag     twitter   ã°å¸â\200œâ¢ lifeã¢â‚¬â¦    youthday
## 1       0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2       0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3       0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##      detaine     station       tawau      island      packag      redang
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.01960784 0.009803922 0.009803922 0.000000000 0.000000000 0.000000000
## 3 0.00000000 0.000000000 0.000000000 0.001461988 0.002923977 0.001461988
##        websit    whatsapp   whatssapp       boost keepfightingã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000         0.000000000
## 2 0.000000000 0.009803922 0.000000000 0.000000000         0.000000000
## 3 0.002923977 0.002923977 0.001461988 0.001461988         0.001461988
##   stopcovid19       sever        sick       crise    redcresc        8817
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.009803922
## 3 0.001461988 0.001461988 0.002923977 0.001461988 0.001461988 0.000000000
##   breakingã‚â covid19ã‚â status casesã¢â‚¬â¦    previous sivaganggaã¢â‚¬â¦
## 1                    0.00000000   0.00000000 0.000000000       0.000000000
## 2                    0.01960784   0.01960784 0.000000000       0.000000000
## 3                    0.00000000   0.00000000 0.002923977       0.001461988
##      becogniz      closer      societ        tech   economist      energi
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.019607843 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.002923977 0.001461988 0.001461988 0.001461988
##       eriaorg     phoumin qualã¢â‚¬â¦    neighbor      replay      whilst
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##    12082020        12th         apb  censorship        film        rule
## 1 0.1333333 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.0000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.0000000 0.001461988 0.001461988 0.001461988 0.002923977 0.005847953
##   streamingã¢â‚¬â¦        bore    halfyear       insur    steepest        jail
## 1      0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2      0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3      0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.005847953
##   monthsã¢â‚¬â„¢       rm12k     breaker    heaviest      punish        serv
## 1    0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2    0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3    0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.002923977
##         ambul     batteri       bosch       wiper  accã¢â‚¬â¦      fourth
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.001461988 0.001461988 0.001461988 0.001461988
##          grew        toll       appar     merscov    platform     russian
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.004385965 0.001461988 0.001461988 0.001461988 0.001461988
##   soundsã¢â‚¬â¦ authoriã¢â‚¬â¦   behaviour      cultur individualist
## 1   0.000000000    0.000000000 0.000000000 0.000000000   0.000000000
## 2   0.000000000    0.000000000 0.000000000 0.000000000   0.000000000
## 3   0.001461988    0.001461988 0.001461988 0.002923977   0.001461988
##        reject        tend        2000         diy       enrol        pull
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.002923977 0.001461988
##          love      noseal       sorri       unabl     checkup  easyaccess
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##    ourã¢â‚¬â¦       tokyo tokyoã°å¸ëœå’        your   toã¢â‚¬â¦         183
## 1 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000   0.000000000 0.000000000 0.009803922 0.009803922
## 3 0.001461988 0.001461988   0.001461988 0.002923977 0.002923977 0.000000000
##          1014  augã¢â‚¬â¦        liga      mleagu     suspend canã°å¸â¤â\200”plan
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000      0.000000000
## 2 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000      0.000000000
## 3 0.000000000 0.001461988 0.001461988 0.001461988 0.002923977      0.001461988
##         later   otã¢â‚¬â¦ businessman      deceas       index      memori
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.009803922 0.009803922 0.009803922 0.009803922
## 3 0.002923977 0.001461988 0.000000000 0.000000000 0.000000000 0.000000000
##          1115         415        came codenameã¢â‚¬â¦      assess   isã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.009803922     0.009803922 0.000000000 0.009803922
## 3 0.000000000 0.000000000 0.002923977     0.000000000 0.002923977 0.002923977
##    lecturemcq  profession    sarscov2       train   australia        bodi
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.009803922
## 3 0.001461988 0.001461988 0.005847953 0.001461988 0.002923977 0.002923977
##           cam   everybodi  eveã¢â‚¬â¦ sheikhhasina    shenzhen         005
## 1 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988  0.001461988 0.001461988 0.001461988
##         final       incid       popul      remind    although     newnorm
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.009803922 0.000000000
## 3 0.001461988 0.001461988 0.002923977 0.001461988 0.000000000 0.002923977
##   practiceã¢â‚¬â¦      1312pm localã¢â‚¬â¦        8821  13082020        13th
## 1     0.000000000 0.000000000   0.00000000 0.000000000 0.2666667 0.000000000
## 2     0.000000000 0.009803922   0.01960784 0.009803922 0.0000000 0.000000000
## 3     0.001461988 0.000000000   0.00000000 0.000000000 0.0000000 0.002923977
##          1050        9129 recoverã¢â‚¬â¦    antibodi      appear englandã¢â‚¬â¦
## 1 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000    0.000000000
## 2 0.009803922 0.009803922    0.009803922 0.000000000 0.000000000    0.000000000
## 3 0.000000000 0.000000000    0.000000000 0.001461988 0.001461988    0.001461988
##        london      preval  forã¢â‚¬â¦       tawar       anoth        bond
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.029411765 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.004385965 0.001461988
##         us148       fresh   siã¢â‚¬â¦        evid   foodchain      inspir
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##   worldmaskweek2020       hello replã¢â‚¬â¦      arrang   eaã¢â‚¬â¦        itll
## 1       0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2       0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3       0.001461988 0.001461988 0.001461988 0.001461988 0.002923977 0.001461988
##        destin diversã¢â‚¬â¦         fdi        slow 2020worstyear       guess
## 1 0.000000000   0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 3 0.001461988   0.001461988 0.001461988 0.002923977   0.001461988 0.001461988
##          path      realis    accident armpitã¢â‚¬â¦   handsanit      ketiak
## 1 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.001461988   0.001461988 0.001461988 0.001461988
##         spray carelessnessã¢â‚¬â¦       gover     takenit      accept
## 1 0.000000000         0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000         0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988         0.001461988 0.001461988 0.001461988 0.001461988
##   productã¢â‚¬â¦      chines    downplay      frozen  basicincom       refer
## 1    0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2    0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3    0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##     reinvigor       teeni        tini      gender       inequ       legal
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##           men pronouã¢â‚¬â¦       women   inconclus       korea        lift
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000 0.009803922 0.009803922 0.009803922
## 3 0.001461988   0.001461988 0.002923977 0.000000000 0.001461988 0.000000000
##         north        town balaã¢â‚¬â¦       bubbl singaporemalaysia   southeast
## 1 0.000000000 0.000000000 0.000000000 0.000000000       0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.000000000 0.000000000       0.000000000 0.000000000
## 3 0.000000000 0.001461988 0.001461988 0.001461988       0.001461988 0.004385965
##   thebeltandroad       georg themã¢â‚¬â¦       trade    unpreced        upon
## 1    0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2    0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3    0.001461988 0.001461988 0.001461988 0.004385965 0.001461988 0.001461988
##        120000        chaw        chen        dato         gen juliagbentley
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988   0.001461988
##   masksã¢â‚¬â¦         met         n95         sec         ive thatã¢â‚¬â¦
## 1  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3  0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##       compass         cut     plandem      planet reasonabã¢â‚¬â¦       remov
## 1 0.000000000 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.004385965 0.002923977     0.001461988 0.001461988
##     unkindest ã°å¸â\200¡â²ã°å¸â\200¡â¾covid19         171 economyã¢â‚¬â¦     reflect
## 1 0.000000000               0.000000000 0.000000000    0.000000000 0.000000000
## 2 0.000000000               0.000000000 0.000000000    0.000000000 0.000000000
## 3 0.001461988               0.001461988 0.002923977    0.001461988 0.001461988
##        shrunk       elbow physicalã¢â‚¬â¦     precaut sneezecough
## 1 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988     0.001461988 0.002923977 0.001461988
##                ã°å¸â§â\215ã¢â‚¬â\215ã¢â„¢â‚¬ã¯â¸â\217practic                  ã°å¸â\200\231⪠   cautious        fell
## 1                          0.000000000 0.000000000 0.000000000 0.000000000
## 2                          0.000000000 0.000000000 0.000000000 0.000000000
## 3                          0.001461988 0.001461988 0.001461988 0.001461988
##      investor  lawã¢â‚¬â¦        most     kwiknew   bnmoffici   coã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.009803922 0.009803922 0.009803922
## 3 0.001461988 0.001461988 0.001461988 0.002923977 0.000000000 0.000000000
##          room statsmalaysia      appeal        cafe  staã¢â‚¬â¦     attitud
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922   0.009803922 0.000000000 0.000000000 0.009803922 0.000000000
## 3 0.000000000   0.000000000 0.001461988 0.001461988 0.001461988 0.001461988
##        church      doctor    fastfood       adher     practis   usã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.004385965 0.001461988 0.001461988 0.001461988 0.001461988
##   partnership      taiwan     citizen homesurveillanceord         hso
## 1 0.000000000 0.000000000 0.000000000         0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000         0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.001461988         0.001461988 0.001461988
##   pinkã¢â‚¬â¦       blend     product         wfh         arm      forget
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##        hygien     instead      maketh      manner respiratori       sneez
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.002923977 0.001461988 0.001461988
##       earlier       worst        alor     magistr quarantã¢â‚¬â¦ restaurateur
## 1 0.000000000 0.000000000 0.000000000 0.000000000    0.000000000  0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000    0.000000000  0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988    0.001461988  0.001461988
##         setar  banknegara      econom      growth     predict      cfrorg
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##         haass      inevit     richard      paywal       plung       staff
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##    doã¢â‚¬â„¢  fabricmask     poorest       tackl       d614g       hebat
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.009803922 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.013157895 0.001461988
##        mutat        siot   d614gtype         imr    institut  tesã¢â‚¬â¦
## 1 0.00000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.00000000 0.000000000 0.000000000 0.009803922 0.000000000 0.000000000
## 3 0.02192982 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##   15august2020ã¢â‚¬â¦ independencedayindia      ladakh         saw    epicentr
## 1         0.000000000          0.000000000 0.000000000 0.000000000 0.000000000
## 2         0.000000000          0.000000000 0.000000000 0.000000000 0.000000000
## 3         0.001461988          0.001461988 0.001461988 0.001461988 0.001461988
##      irresist libeã¢â‚¬â¦       natur       truth  widespread     brought
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.009803922
## 3 0.001461988 0.001461988 0.002923977 0.001461988 0.001461988 0.001461988
##          chow         kon        yeow         152     codenam       coffe
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.009803922 0.000000000 0.000000000 0.000000000
## 3 0.000000000 0.000000000 0.000000000 0.001461988 0.001461988 0.001461988
##   deteã¢â‚¬â¦    193ã¢â¬â\200¡ã¯â¸â\217         29309703ã°å¸â\200\235âºã¢â‚¬â¦         7191ã¢â¬â\200 ã¯â¸â\217     
## 1 0.000000000      0.000000000              0.000000000       0.000000000
## 2 0.000000000      0.000000000              0.000000000       0.000000000
## 3 0.001461988      0.001461988              0.001461988       0.001461988
##         fatal       sampl ã°å¸â\200¡â®ã°å¸â\200¡â³ ã°å¸ëœâ\200“ã°å¸ëœâ¨      ballot
## 1 0.000000000 0.000000000        0.000000000       0.000000000 0.000000000
## 2 0.000000000 0.000000000        0.000000000       0.000000000 0.000000000
## 3 0.007309942 0.005847953        0.004385965       0.001461988 0.001461988
##          cast afterã¢â‚¬â¦        calm    penangit        told         ulu
## 1 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000 0.009803922
## 3 0.001461988  0.001461988 0.001461988 0.001461988 0.001461988 0.000000000
##           10x stupididiot   chempedak        guar        mcmc       viral
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.009803922 0.009803922 0.009803922 0.009803922
## 3 0.002923977 0.001461988 0.000000000 0.000000000 0.000000000 0.000000000
##           yan        curv     flatten     success      togeth areaã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.000000000 0.001461988 0.001461988 0.005847953 0.002923977 0.001461988
##          brun    geograph     haitian       limit     michael      viewer
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##   ã¢â‚¬ëœgeofencingã¢â‚¬â„¢      found         x10   hoã¢â‚¬â¦         405
## 1               0.000000000 0.00000000 0.000000000 0.000000000 0.000000000
## 2               0.000000000 0.00000000 0.000000000 0.000000000 0.009803922
## 3               0.001461988 0.01023392 0.001461988 0.001461988 0.000000000
##     noncompli       11384      doesnt     fascism      primit
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.009803922 0.000000000 0.000000000
## 3 0.000000000 0.001461988 0.001461988 0.002923977 0.001461988
##   removetrumpã¢â‚¬â¦       shade        15th  15082020      enough      eventu
## 1        0.000000000 0.000000000 0.000000000 0.1333333 0.000000000 0.000000000
## 2        0.000000000 0.000000000 0.000000000 0.0000000 0.000000000 0.000000000
## 3        0.002923977 0.002923977 0.001461988 0.0000000 0.001461988 0.002923977
##       goebbel   heã¢â‚¬â¦      joseph         lie      repeat        tell
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.004385965 0.001461988 0.001461988
##    assã¢â‚¬â¦      bigger  differenti        hair      hitler traitortrump
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000
## 2 0.000000000 0.019607843 0.000000000 0.000000000 0.000000000  0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.002923977  0.002923977
##          1933      attain   democraci      german  himã¢â‚¬â¦       panic
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##      shouldnt        wont         hey      realli trentmw5150      behind
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.002923977
##     benchmark        hate       hater        liar removetrumpnowã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000           0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000           0.009803922
## 3 0.001461988 0.001461988 0.001461988 0.001461988           0.001461988
##   azranosmanrani   beã¢â‚¬â¦   chriskcle        day2    jinnyboy
## 1    0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2    0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3    0.002923977 0.002923977 0.001461988 0.001461988 0.001461988
##   mbiosymposium2020       expat    gratitud malaysiangovt       prais
## 1       0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 2       0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 3       0.001461988 0.001461988 0.001461988   0.001461988 0.001461988
##      berminat       boleh    doorgift         guy         mkn         pkp
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##   weddingã¢â‚¬â¦   ã°å¸ëœâ\200ž   imã¢â‚¬â¦         168 foreignã¢â‚¬â¦ tawarclust
## 1    0.000000000 0.000000000 0.000000000 0.000000000    0.000000000 0.00000000
## 2    0.000000000 0.000000000 0.009803922 0.009803922    0.009803922 0.01960784
## 3    0.001461988 0.001461988 0.000000000 0.000000000    0.000000000 0.00000000
##      democrat       meddl        1005   2020elect      beyond   itã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.009803922 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.000000000 0.001461988 0.001461988 0.001461988
##        repair infectiousã¢â‚¬â¦   newstrain thatã¢â‚¬â„¢  becã¢â‚¬â¦
## 1 0.000000000       0.000000000 0.000000000  0.000000000 0.000000000
## 2 0.000000000       0.000000000 0.000000000  0.009803922 0.000000000
## 3 0.001461988       0.001461988 0.001461988  0.007309942 0.001461988
##        strait     version adherinã¢â‚¬â¦     curtail highlyinfecti       hoars
## 1 0.000000000 0.000000000    0.000000000 0.000000000   0.000000000 0.000000000
## 2 0.000000000 0.000000000    0.000000000 0.000000000   0.000000000 0.000000000
## 3 0.001461988 0.001461988    0.001461988 0.001461988   0.001461988 0.001461988
##   restã¢â‚¬â¦        sing      ventil     depress        mood      phobia
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##       problem probleã¢â‚¬â¦   psychiatr        sort       glove      lowkey
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988   0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##   makingã¢â‚¬â¦      precis      rubber        ilca      immedi      taught
## 1   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3   0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##   virtualã¢â‚¬â¦       alert infectã¢â‚¬â¦ highã¢â‚¬â¦   limitkeep   limitwhat
## 1    0.000000000 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000
## 2    0.000000000 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000
## 3    0.001461988 0.001461988   0.002923977 0.001461988 0.001461988 0.001461988
##         outer       shoot         sky      itali   nightclub     cytokin
## 1 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.01960784 0.009803922 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.00000000 0.000000000 0.001461988
##        defenc hereã¢â‚¬â„¢ immunesystemã¢â‚¬â¦       storm     trigger
## 1 0.000000000  0.000000000         0.000000000 0.000000000 0.000000000
## 2 0.000000000  0.000000000         0.000000000 0.000000000 0.000000000
## 3 0.001461988  0.001461988         0.001461988 0.001461988 0.001461988
##         occur       pplim        that breakingnew       cours ã°å¸ëœâ­ã°å¸ëœâ¢
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000      0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000      0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988      0.001461988
##          inde transpã¢â‚¬â¦    apologis       cruis     premier        ship
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922   0.009803922 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.000000000   0.000000000 0.001461988 0.001461988 0.001461988 0.001461988
##      distinct     variant ineffectiveã¢â‚¬â¦      deserv         sri
## 1 0.000000000 0.000000000        0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000        0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988        0.001461988 0.001461988 0.007309942
##           tan       rm18m        scam ã‚â ã¢â‚¬â¦         bin        hero
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.005847953 0.002923977 0.005847953 0.002923977 0.001461988 0.001461988
##       respect    boundari  neeã¢â‚¬â¦     neither ceremonyã¢â‚¬â¦      confer
## 1 0.000000000 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988     0.001461988 0.001461988
##      conjunct      honour  investitur     majesti contrã¢â‚¬â¦       heart
## 1 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988  0.001461988 0.002923977
##        kosovo     special ã°å¸â\200¡â½ã°å¸â\200¡â° australiaã¢â‚¬â¦        rest
## 1 0.000000000 0.000000000        0.000000000      0.000000000 0.000000000
## 2 0.000000000 0.000000000        0.000000000      0.000000000 0.000000000
## 3 0.002923977 0.002923977        0.002923977      0.001461988 0.001461988
##      192ã¢â¬â\200¡ã¯â¸â\217         30041400ã°å¸â\200\235âº731ã¢â‚¬â¦         7251ã¢â¬â\200 ã¯â¸â\217              biz
## 1      0.000000000                 0.000000000       0.000000000 0.000000000
## 2      0.000000000                 0.000000000       0.000000000 0.009803922
## 3      0.001461988                 0.001461988       0.001461988 0.000000000
##   ã¢â\235å’          ã¢å“â\200¦         pca         rgl       stcom ã¢â‚¬å“2000
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.000000000 0.000000000 0.001461988 0.001461988 0.001461988 0.001461988
##        dictat     histori     mankind        peac      766228 deceã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.009803922 0.009803922 0.000000000 0.000000000
## 3 0.000000000 0.001461988 0.001461988 0.000000000 0.001461988 0.001461988
##          kill       least        bced      bcpoli     cdnpoli       exact
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.009803922
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##        thirti   viã¢â‚¬â¦         sht         ass changeã¢å“⨠     expens
## 1 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 2 0.009803922 0.009803922 0.000000000 0.000000000  0.000000000 0.000000000
## 3 0.000000000 0.000000000 0.001461988 0.001461988  0.001461988 0.001461988
##   foodã¢â‚¬â¦        lazi       panda      pathet    perspect    unreason
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##       ã¢â‚¬â¢    ã°å¸â\200ºâµã°å¸â\220â¼         diplomat        hail froã¢â‚¬â¦       pick
## 1 0.000000000       0.000000000 0.000000000 0.000000000 0.00000000 0.00000000
## 2 0.000000000       0.000000000 0.000000000 0.000000000 0.01960784 0.01960784
## 3 0.004385965       0.001461988 0.001461988 0.001461988 0.00000000 0.00000000
##        stori   transmit        bali      domest overseasã¢â‚¬â¦      reopen
## 1 0.00000000 0.00000000 0.000000000 0.000000000     0.000000000 0.000000000
## 2 0.01960784 0.01960784 0.000000000 0.000000000     0.000000000 0.000000000
## 3 0.00000000 0.00000000 0.001461988 0.001461988     0.001461988 0.002923977
##        strict     visitor coronavaccin whatã¢â‚¬â„¢    virusmut       flare
## 1 0.000000000 0.000000000  0.000000000  0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000  0.000000000  0.000000000 0.000000000 0.009803922
## 3 0.001461988 0.002923977  0.001461988  0.001461988 0.001461988 0.000000000
##      stricter    threaten hishammuddinh2o covid19what         els         mix
## 1 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.009803922     0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.000000000 0.000000000     0.002923977 0.001461988 0.001461988 0.001461988
##         stock     tension       agong       anyth       award  butã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##        disput        titl     comfort happyã¢â‚¬â¦       enabl
## 1 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.002923977  0.001461988 0.001461988
##   organisationã¢â‚¬â„¢        plan        9200    attribut    recognit
## 1          0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2          0.000000000 0.000000000 0.009803922 0.000000000 0.000000000
## 3          0.001461988 0.002923977 0.000000000 0.001461988 0.001461988
##        attent medacmalaysia      medium       micro  parliament       small
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988   0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##   smesã¢â‚¬â¦        bhai cricketaakash diseaseã¢â‚¬â¦  eightythre    guarante
## 1 0.000000000 0.000000000   0.000000000    0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000   0.000000000    0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988   0.002923977    0.001461988 0.001461988 0.001461988
##    youã¢â‚¬â¦       50000         900    rã¢â‚¬â¦  disã¢â‚¬â¦        poor
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.002923977 0.001461988 0.004385965 0.001461988 0.001461988
##     asã¢â‚¬â¦   bloomberg    koronafi      access     barrier      disabl
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.002923977 0.001461988 0.005847953
##       greater hygiã¢â‚¬â¦  ã°å¸â\200\235â¹          founder       lachu      sharma
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.005847953 0.001461988 0.001461988 0.001461988
##       written navroopsingh      upma23         101       dummi       hotel
## 1 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988  0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##   quarantinelif quarantinemalaysia      discov literallyã¢â‚¬â¦
## 1   0.000000000        0.000000000 0.000000000      0.000000000
## 2   0.000000000        0.000000000 0.009803922      0.009803922
## 3   0.001461988        0.001461988 0.000000000      0.000000000
##   infectiouã¢â‚¬â¦  greatreset hegeliandialect   problemdo     reactno
## 1      0.000000000 0.000000000     0.000000000 0.000000000 0.000000000
## 2      0.000000000 0.000000000     0.000000000 0.000000000 0.000000000
## 3      0.001461988 0.001461988     0.001461988 0.001461988 0.001461988
##   solutionã¢â‚¬â¦         wef   coronaupd    deadlier     exposur
## 1     0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2     0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3     0.001461988 0.001461988 0.001461988 0.002923977 0.001461988
##      ã°å¸â\200\235â¹ã¢â‚¬â¦             cfos seacfosurvey      bruker       donat       plant
## 1      0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 2      0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 3      0.001461988 0.001461988  0.001461988 0.001461988 0.002923977 0.001461988
##        annual       octob     schedul    threeday waterfestiv      kandar
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##          nasi weekã¢â‚¬â¦  16082020        16th needã¢â‚¬â¦ justheadlin
## 1 0.000000000 0.000000000 0.1333333 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.0000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.0000000 0.001461988 0.001461988 0.001461988
##   timesofindia     keramat       medan      patron sealedã¢â‚¬â¦    selangor
## 1  0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 2  0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 3  0.002923977 0.001461988 0.001461988 0.001461988   0.001461988 0.001461988
##        associ       blind  funã¢â‚¬â¦ inthistogeth         mab     rm10000
## 1 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988  0.001461988 0.001461988 0.001461988
##   infeã¢â‚¬â¦       becam        mind     wouldnt    februari thanã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##          bloc incrã¢â‚¬â¦      procur commentsã¢â‚¬â¦        loss    applynow
## 1 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000     0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988     0.001461988 0.001461988 0.001461988
##   scholarship  studyonlin  yahooindia  afrã¢â‚¬â¦       blame       watch
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.009803922
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##        2112pm ã°å¸â\200¡â²ã°å¸â\200¡â¾as lifethreaten poliovirusã¢â‚¬â¦      repres
## 1 0.000000000          0.000000000  0.000000000       0.000000000 0.000000000
## 2 0.009803922          0.009803922  0.000000000       0.000000000 0.000000000
## 3 0.000000000          0.000000000  0.001461988       0.001461988 0.001461988
##      thumbsup  cnaã¢â‚¬â¦       frank      honest      murica     opposit
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##          june  kyrgyzstan      muslim    persecut   seã¢â‚¬â¦       fanci
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##           mba     persuas programmeã¢â‚¬â¦     sst1028      suppos        trot
## 1 0.000000000 0.000000000      0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000      0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988      0.001461988 0.001461988 0.001461988 0.001461988
##           shn       spore         sad asliã¢â‚¬â¦     fatimah        ipoh
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##   jrsmalaysia      jrsnta        nurs       orang     clarifi      despit
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##     ruleoflaw   ruã¢â‚¬â¦     bolster       csuit       prior      crazi
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.01960784
## 3 0.002923977 0.001461988 0.001461988 0.001461988 0.001461988 0.00000000
##          emot especiã¢â‚¬â¦         fun  girlfriend        movi      snuggl
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.009803922   0.009803922 0.009803922 0.009803922 0.009803922 0.009803922
## 3 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
##     healthier malaysiaã°å¸â\200¡â²ã°å¸â\200¡â¾ã°å¸â\200¡â²ã°å¸â\200¡â¾ã°å¸â\200¡â²ã°å¸â\200¡â¾
## 1 0.000000000                                                    0.000000000
## 2 0.000000000                                                    0.000000000
## 3 0.001461988                                                    0.001461988
##   ã°å¸â\200œâ²ã°å¸â\200œâ±ã°å¸â\200œå¾      793847        6500    rate187ã¢â¬â\200¡ã¯â¸â\217     
## 1                 0.000000000 0.000000000 0.000000000          0.000000000
## 2                 0.000000000 0.000000000 0.000000000          0.000000000
## 3                 0.002923977 0.001461988 0.001461988          0.001461988
##      rate7469ã¢â¬â\200 ã¯â¸â\217         tested34491073ã°å¸â\200\235âº1023836hiã¢â‚¬â¦     
## 1           0.000000000                             0.000000000
## 2           0.000000000                             0.000000000
## 3           0.001461988                             0.001461988
##   ã°å¸â\200¡â®ã°å¸â\200¡â³covid19       entir    hongkong        sept bangladeshi
## 1               0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2               0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3               0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##      criticis kerajaanã¢â‚¬â¦ malaysiaboleh  syahredzan ustdrtakiri        1day
## 1 0.000000000     0.000000000   0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000     0.000000000   0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988     0.002923977   0.002923977 0.001461988 0.002923977 0.002923977
##    dd21082020         lag nc296ã¢â‚¬â¦        r011       reced    rt087lt1
## 1 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.002923977  0.002923977 0.002923977 0.002923977 0.002923977
##    sourcedata      tc9240      breach     culprit liveã¢â‚¬â¦       abort
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.002923977 0.002923977 0.001461988 0.001461988 0.001461988
##   abortionã¢â‚¬â¦    brighten      chocol      combin lifestyleã¢â‚¬â¦
## 1     0.000000000 0.000000000 0.000000000 0.000000000      0.000000000
## 2     0.000000000 0.000000000 0.000000000 0.000000000      0.000000000
## 3     0.001461988 0.001461988 0.001461988 0.001461988      0.001461988
##       retweet        rush       sugar       sweet    wholesom  21082020
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.1333333
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.0000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.0000000
##          21st        blur crimesagainsthuman destrã¢â‚¬â¦ doublestandard
## 1 0.000000000 0.000000000        0.000000000  0.000000000    0.000000000
## 2 0.000000000 0.000000000        0.000000000  0.000000000    0.000000000
## 3 0.001461988 0.001461988        0.001461988  0.001461988    0.001461988
##       justifi        line  pamellalah      syawal    transpar antilockdown
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988  0.001461988
##      antimask     british         tri yourã¢â‚¬â¦ germanã¢â‚¬â¦     suggest
## 1 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988   0.001461988 0.001461988
##      destruct   withstand keinishikori        next        term        buse
## 1 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988  0.001461988 0.001461988 0.001461988 0.001461988
##           cab         car     compart driverã¢â‚¬â„¢        lamp       truck
## 1 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988    0.001461988 0.001461988 0.001461988
##          uvcl certaiã¢â‚¬â¦         ego     frailti        youv      featur
## 1 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988   0.001461988 0.001461988 0.001461988 0.002923977 0.001461988
##          page   researchg healthã¢â‚¬â¦      commod      axiata     benefit
## 1 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000   0.009803922 0.000000000 0.000000000 0.000000000
## 3 0.002923977 0.001461988   0.000000000 0.001461988 0.001461988 0.001461988
##        celcom        mvno mvnoã¢â‚¬â„¢ saysã¢â‚¬â¦    subscrib     tourism
## 1 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000  0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988  0.001461988 0.002923977 0.001461988 0.001461988
##   fastestgrow      brazil        pace      steadi        grim       accus
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.009803922 0.000000000 0.000000000 0.009803922 0.000000000
## 3 0.001461988 0.002923977 0.001461988 0.001461988 0.000000000 0.001461988
##        rather      scienc         4pm        aest    facebook   highlight
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##     hiã¢â‚¬â¦     sembang     preserv      ¢â‚¬â¦ globalã¢â‚¬â¦    ã¢ëœâ\200\230ã¯â¸â\217     
## 1 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000   0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000   0.000000000   0.000000000
## 3 0.002923977 0.001461988 0.001461988 0.001461988   0.001461988   0.002923977
##        offici       19699         323      wonder  1stã¢â‚¬â¦        2019
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##         birth  csoireland doesnã¢â‚¬â„¢t       adopt      driver     ontario
## 1 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000    0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988    0.001461988 0.001461988 0.001461988 0.001461988
##        signag        taxi     channel   motovlogg  youngcreat articã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000  0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.001461988  0.001461988
##   crystalfen1 marianmakkarnzoz    teamwork        tune   antivirus    demonstr
## 1 0.000000000      0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2 0.000000000      0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3 0.001461988      0.001461988 0.001461988 0.001461988 0.001461988 0.001461988
##   facemasksã¢â‚¬â¦     protest    ã¢â‚¬å“anticoronaã¢â‚¬â\235         179ã°å¸â\200\235â»     
## 1      0.000000000 0.000000000              0.000000000  0.000000000
## 2      0.000000000 0.000000000              0.000000000  0.000000000
## 3      0.001461988 0.001461988              0.001461988  0.001461988
##      41461636ã°å¸â\200\235âº1055027         7661ã°å¸â\200\235⺠            63rd malaysiainternship
## 1              0.000000000   0.000000000 0.000000000        0.000000000
## 2              0.000000000   0.000000000 0.000000000        0.000000000
## 3              0.001461988   0.001461988 0.002923977        0.001461988
##   tapioadvisoryã¢â‚¬â¦         78k   thirdmost    collabor      extern
## 1          0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2          0.000000000 0.009803922 0.009803922 0.000000000 0.000000000
## 3          0.001461988 0.000000000 0.000000000 0.001461988 0.001461988
##       partner       78761   singleday     display      spirit decadesã¢â‚¬â¦
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000    0.000000000
## 2 0.000000000 0.009803922 0.009803922 0.000000000 0.000000000    0.000000000
## 3 0.002923977 0.000000000 0.000000000 0.001461988 0.001461988    0.001461988
##        unmask    happywat      hydrat        29th  29082020       anyon
## 1 0.000000000 0.000000000 0.000000000 0.000000000 0.1333333 0.000000000
## 2 0.000000000 0.000000000 0.000000000 0.000000000 0.0000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988 0.001461988 0.0000000 0.001461988
##   spreadfactsnotfear       crime     patriot       spade       shift
## 1        0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 2        0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 3        0.001461988 0.001461988 0.001461988 0.002923977 0.001461988
##         apart     appreci     ayjchan debateã¢â‚¬â¦  kgandersen      origin
## 1 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000   0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988   0.001461988 0.001461988 0.001461988
##     rhebright    rozsofia    stgoldst
## 1 0.000000000 0.000000000 0.000000000
## 2 0.000000000 0.000000000 0.000000000
## 3 0.001461988 0.001461988 0.001461988
## 
## Clustering vector:
##   1   2   3   4   5   6   7   8   9  10  11  12  13  14  15  16  17  18  19  20 
##   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3 
##  21  22  23  24  25  26  27  28  29  30  31  32  33  34  35  36  37  38  39  40 
##   3   3   3   3   3   2   3   3   2   3   3   3   3   3   3   3   3   3   2   3 
##  41  42  43  44  45  46  47  48  49  50  51  52  53  54  55  56  57  58  59  60 
##   3   3   3   3   1   3   3   2   3   3   2   2   2   3   3   3   3   3   3   3 
##  61  62  63  64  65  66  67  68  69  70  71  72  73  74  75  76  77  78  79  80 
##   2   2   3   2   3   2   3   2   2   3   2   2   3   1   3   2   3   2   3   3 
##  81  82  83  84  85  86  87  88  89  90  91  92  93  94  95  96  97  98  99 100 
##   3   2   2   3   3   3   3   3   2   2   2   3   3   3   3   3   3   3   3   3 
## 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 
##   3   3   2   2   3   2   3   3   3   3   3   3   3   3   3   3   3   3   2   2 
## 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 
##   3   3   3   1   3   3   3   3   3   3   2   3   3   2   3   3   3   2   3   3 
## 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 
##   2   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   2   3   3 
## 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 
##   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3 
## 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 
##   3   3   3   1   3   3   3   3   3   2   3   3   3   3   3   3   3   3   3   3 
## 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 
##   3   3   3   3   3   3   3   3   2   3   3   3   3   3   3   3   2   3   3   3 
## 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 
##   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   2 
## 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 
##   3   3   3   3   3   3   3   3   3   2   3   3   3   3   3   3   3   3   3   3 
## 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 
##   3   2   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3 
## 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 
##   3   3   1   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3 
## 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 
##   3   3   3   3   2   3   3   3   3   3   2   3   3   3   3   2   3   3   3   3 
## 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 
##   2   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3 
## 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 
##   3   3   3   3   3   3   3   3   3   1   2   2   3   3   3   3   3   3   3   3 
## 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 
##   3   3   3   3   3   3   3   3   3   3   3   2   3   2   2   2   3   3   3   3 
## 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 
##   3   1   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3 
## 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 
##   2   3   3   2   3   2   2   3   2   3   3   3   3   3   3   3   2   2   3   3 
## 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 
##   3   3   3   3   3   3   3   3   1   3   3   3   3   3   3   3   3   3   3   3 
## 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 
##   3   3   2   2   3   3   3   2   2   2   3   3   3   2   3   3   3   3   2   3 
## 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 
##   3   3   3   1   3   3   3   3   3   3   3   3   3   3   3   3   3   2   2   2 
## 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 
##   3   3   2   2   3   3   3   2   3   2   2   3   1   3   2   2   3   3   3   3 
## 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 
##   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   2   3   3 
## 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 
##   3   3   3   3   3   3   3   2   3   3   3   3   3   3   3   3   3   3   3   3 
## 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 
##   1   3   3   3   3   3   3   3   3   3   3   3   2   3   3   3   3   3   2   3 
## 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 
##   2   3   3   3   3   2   3   3   3   1   3   3   3   3   3   3   3   3   3   2 
## 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 
##   2   3   2   3   3   3   3   3   3   3   3   3   3   3   3   3   2   3   3   3 
## 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 
##   3   2   3   3   3   3   3   3   3   3   3   3   3   3   2   3   2   3   3   2 
## 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 
##   3   3   3   2   2   3   3   3   3   2   3   3   3   3   3   3   2   3   3   3 
## 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 
##   3   3   3   3   3   3   3   3   3   3   3   3   3   2   3   3   3   3   3   3 
## 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 
##   3   3   3   3   1   3   3   2   3   3   3   3   3   3   3   2   2   3   3   3 
## 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 
##   3   3   3   3   3   3   2   3   3   3   3   3   3   3   3   3   3   3   3   3 
## 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 
##   2   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3 
## 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 
##   3   3   3   1   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3 
## 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 
##   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3   3 
## 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 
##   2   3   3   3   3   3   3   3   2   3   3   3   3   3   3   3   3   3   3   3 
## 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 
##   3   3   3   3   3   3   2   2   3   2   2   3   3   3   3   1   3   3   3   3 
## 801 
##   3 
## 
## Within cluster sum of squares by cluster:
## [1]   54.93333 1086.09804 6658.30117
##  (between_SS / total_SS =   3.6 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"     "tot.withinss"
## [6] "betweenss"    "size"         "iter"         "ifault"

Data Visualization - within groups sum of squares against number of clusters

#Add cluster information to the original data frame 
for ( cov in 1:nrow(covid)) {
  covid$Cluster[cov] <- kc$cluster[cov]
}

#Sort by cluster and review results
print(covid[order(covid$Cluster),c(1,3)])
##                                                                            user_name
## 45                                                                               Mat
## 74                                                               KKM Portal MyHealth
## 124                                                                              Mat
## 184                                                                              Mat
## 283                                                                              Mat
## 350                                                                              Mat
## 382                                                                              Mat
## 429                                                                              Mat
## 464                                                                              Mat
## 493                                                              KKM Portal MyHealth
## 541                                                                              Mat
## 570                                                                              Mat
## 665                                                                              Mat
## 724                                                                              Mat
## 796                                                                              Mat
## 26                                                                 New Straits Times
## 29                                                              Dr Arvinder-Singh HS
## 39                                                                           BERNAMA
## 48                                                                    Graham Kendall
## 51                                                                 New Straits Times
## 52                                                                        Jazli Aziz
## 53                                                                    Graham Kendall
## 61                                                                  MohdFaizalHassan
## 62                                                                Coronavirus Update
## 64                                                               Daily Express Sabah
## 66                                                               Coronavirus Updates
## 68                                                               Free Malaysia Today
## 69                                                               Daily Express Sabah
## 71                                                                             Zshaz
## 72                                                                           BERNAMA
## 76                                                                       Raymond Goh
## 78                                                                            Yasser
## 82                                                                 New Straits Times
## 83                                                                    Graham Kendall
## 89                                                                 New Straits Times
## 90                                                                    The ASEAN Post
## 91                                                                              Zain
## 103                                                                         Amy Chew
## 104                                                                         Amy Chew
## 106                                                                   The ASEAN Post
## 119                                                                    thecolorofred
## 120                                                              Free Malaysia Today
## 131                                                                New Straits Times
## 134                                                                        Eric Yong
## 138                                                                  Indonesia Expat
## 141                                                                New Straits Times
## 158                                                      🇲🇾Astro AWANI🇲🇾
## 190                                                            Kuala Lumpur Reporter
## 209                                                                   The ASEAN Post
## 217                                                                IFRC Asia Pacific
## 240                                                                         The Star
## 250                                                                         The Star
## 262                                                                  Jarni Blakkarly
## 305                                                              Free Malaysia Today
## 311                                                                   The ASEAN Post
## 316                                                                            Zshaz
## 321                                                                New Straits Times
## 351                                                                New Straits Times
## 352                                                                 MS JAZZMINE KAUR
## 372                                                               Coronavirus Update
## 374                                                               Coronavirus Update
## 375                                                                New Straits Times
## 376                                                              Coronavirus Updates
## 401                                                              Free Malaysia Today
## 404                                                              Daily Express Sabah
## 406                                                                Nina Muslim-Shuey
## 407                                                              Coronavirus Updates
## 409                                                                          BERNAMA
## 417                                                              Daily Express Sabah
## 418                                                               Coronavirus Update
## 443                                                                          BERNAMA
## 444                                                                          BERNAMA
## 448                                                              Daily Express Sabah
## 449                                                              Coronavirus Updates
## 450                                                               Coronavirus Update
## 454                                                              Daily Express Sabah
## 459                                                                             HITZ
## 478                                                               Coronavirus Update
## 479                                                              Free Malaysia Today
## 480                                                              Coronavirus Updates
## 483                                                              Free Malaysia Today
## 484                                                                 MohdFaizalHassan
## 488                                                              Daily Express Sabah
## 490                                                                     KKMPutrajaya
## 491                                                                             HITZ
## 495                                                              Coronavirus Updates
## 496                                                                            Zshaz
## 518                                                      🇲🇾Astro AWANI🇲🇾
## 528                                                                          BERNAMA
## 553                                                              Free Malaysia Today
## 559                                                              Free Malaysia Today
## 561                                                                      Raymond Goh
## 566                                                                          BERNAMA
## 580                                                                          BERNAMA
## 581                                                            Boo Soon Yew 🇲🇾
## 583                                                              Coronavirus Updates
## 597                                                      🇲🇾Astro AWANI🇲🇾
## 602                                                            Boo Soon Yew 🇲🇾
## 615                                                        MohdFaizalHassan 🇲🇾
## 617                                                                            KK_10
## 620                                                                     De Izquierda
## 624                                                            Boo Soon Yew 🇲🇾
## 625                                                            Boo Soon Yew 🇲🇾
## 630                                                                         KwikNews
## 637                                                                     moneycontrol
## 654                                                                     Girish Johar
## 668                                                           Breaking News 🇸🇴
## 676                                                                  (((badhombre)))
## 677                                                                      MarketBeast
## 687                                                             KKMPutrajaya🇲🇾
## 701                                                                          hipshut
## 761                                                              Daily Express Sabah
## 769                                                                New Straits Times
## 787                                                                       Jazli Aziz
## 788                                                              Free Malaysia Today
## 790                                                                New Straits Times
## 791                                                                New Straits Times
## 1                                                                         Nafis Alam
## 2                                                                    Vanessa Workman
## 3                                                                    Michael J Walsh
## 4                                                                           Pein Lee
## 5                                                                Free Malaysia Today
## 6                                                                        Twentytwo13
## 7                                                                         Curry Khoo
## 8                                                                  New Straits Times
## 9                                                                  New Straits Times
## 10                                                                        Quint Pera
## 11                                                          GengHui (Jinghui) æ\231¯æ\231–
## 12                                                          GengHui (Jinghui) æ\231¯æ\231–
## 13                                                                       Edzan Nasir
## 14                                                                       Edzan Nasir
## 15                                                              TAMYS 譚應祥 ðŸ\220¶
## 16                                                                            K Wong
## 17                                                                           BERNAMA
## 18                                                                      KKMPutrajaya
## 19                                                       🇲🇾Astro AWANI🇲🇾
## 20                                                           World Bank Asia Pacific
## 21                                                       🇲🇾Astro AWANI🇲🇾
## 22                                                       🇲🇾Astro AWANI🇲🇾
## 23                                                       🇲🇾Astro AWANI🇲🇾
## 24                                                                                HS
## 25                                                           Jabatan Penerangan WPKL
## 27                                                                         WorldFish
## 28                                                                        FISH_CGIAR
## 30                                                                    'Anyi Oraelosi
## 31                                                                 New Straits Times
## 32                                                                 New Straits Times
## 33                                                                     Tauke Perfume
## 34                                                                   COVID19 in Asia
## 35                                             รคภՇà¹\200คภค гค๓ɭà¹\200
## 36                                                       🇲🇾Astro AWANI🇲🇾
## 37                                                       🇲🇾Astro AWANI🇲🇾
## 38                                                                 New Straits Times
## 40                                                                           BERNAMA
## 41                                                                 New Straits Times
## 42                                                                  Simi Chakrabarti
## 43                                                               Daily Express Sabah
## 44                                                               Free Malaysia Today
## 46                                                                               Mat
## 47                                                                 Malaysia Airports
## 49                                                                           BERNAMA
## 50                                                                           BERNAMA
## 54                                                                 New Straits Times
## 55                                                                 New Straits Times
## 56                                                                 New Straits Times
## 57                                                                        gohchoonfu
## 58                                                               Free Malaysia Today
## 59                                                                          Dr Radzi
## 60                                                                  WAY Headquarters
## 63                                                               Free Malaysia Today
## 65                                                                 New Straits Times
## 67                                                                    Graham Kendall
## 70                                                               Free Malaysia Today
## 73                                                                        M.H.M.R.86
## 75                                                               KKM Portal MyHealth
## 77                                            American Malaysian Chamber of Commerce
## 79                                                                 New Straits Times
## 80                                            American Malaysian Chamber of Commerce
## 81                                                                          ezkandar
## 84                                                                       suba Ganesh
## 85                                                               Free Malaysia Today
## 86                                                                 New Straits Times
## 87                                                                           BERNAMA
## 88                                                               Free Malaysia Today
## 92                                                                 New Straits Times
## 93                                                              Dr Arvinder-Singh HS
## 94                                                                   COVID19 Numbers
## 95                                                                 New Straits Times
## 96                                                            Popcorn Time! 🇲🇾
## 97                                                                           AffinMy
## 98                                                                 New Straits Times
## 99                                                                 New Straits Times
## 100                                                 Malaysian Chinese LAST VOTE GE11
## 101                                                 Malaysian Chinese LAST VOTE GE11
## 102                                                                     Ragbi Online
## 105                                                                 MohdFaizalHassan
## 107                                            General Dipshit #DisabilityPrideMonth
## 108                                                                New Straits Times
## 109                                                                    🤦â\200\215â\231‚ï¸\217
## 110                                                                    🤦â\200\215â\231‚ï¸\217
## 111                                                                  COVID19 in Asia
## 112                                                             Dr Arvinder-Singh HS
## 113                                                                      tikarozilan
## 114                                                                New Straits Times
## 115                                                              Free Malaysia Today
## 116                                                                New Straits Times
## 117                                                            Economic Daily, China
## 118                                                                    Imminent News
## 121                                                                          Roubler
## 122                                                  PUSAT MAKLUMAT RAKYAT UTC SABAH
## 123                                                                              Mat
## 125                                                              Free Malaysia Today
## 126                                                                   elnazjavanshir
## 127                                                                      Chyan Phang
## 128                                                                     Seemah Shana
## 129                                                                     Alfie Zainal
## 130                                                                   Microsoft Asia
## 132                                                                       Think City
## 133                                                                           K Wong
## 135                                                              Free Malaysia Today
## 136                                                          Mashable Southeast Asia
## 137                                                              Free Malaysia Today
## 139                                                                  COVID19 Numbers
## 140                                                           Popcorn Time! 🇲🇾
## 142                                                              Free Malaysia Today
## 143                                                                     PwC Malaysia
## 144                                                             Dr Arvinder-Singh HS
## 145                                                                   AEC News Today
## 146                                                              Free Malaysia Today
## 147                                                              Free Malaysia Today
## 148                                                              Free Malaysia Today
## 149                                                      🇲🇾Astro AWANI🇲🇾
## 150                                                                New Straits Times
## 151                                                                 WAY Headquarters
## 152                                                       Shawn Tan ðŸ\230·ðŸŒ\217🇲🇾
## 153                                                                          BERNAMA
## 154                                                                    StarLifestyle
## 155                                                                    StarLifestyle
## 156                                                                  U.S. Embassy KL
## 157                                                                CSR News Malaysia
## 159                                                                CSR News Malaysia
## 160                                                                New Straits Times
## 161                                                   #SaujatyaðŸ\220ºGuinðŸ\217´â\200\215â\230 ï¸\217
## 162                                                                          Newswav
## 163                                                                Zulbahri Muhammad
## 164                                                                        veloorian
## 165                                                                       Curry Khoo
## 166                                                              Net Onboard Sdn Bhd
## 167                                                                New Straits Times
## 168                                                                     Hannah Carle
## 169                                                                          BERNAMA
## 170                                                                New Straits Times
## 171                                                                           IeVisa
## 172                                                                      Waky II Sr.
## 173                                                                  COVID19 in Asia
## 174                                                                  Huawei Malaysia
## 175                                                                   Xeraya Capital
## 176                                                                  NetMission.Asia
## 177                                ð\235—”ð\235\230†ð\235\230\200ð\235—µð\235—® ð\235—¥ð\235—¶ð\235—±ð\235\230‡ð\235\230‚ð\235—®ð\235—»
## 178                                                                            makan
## 179                                                                           IeVisa
## 180                                                                   elnazjavanshir
## 181                                                                  U.S. Embassy KL
## 182                                                                         The Star
## 183                                                                    UNDP Malaysia
## 185                                                                              Mat
## 186                                                                          BERNAMA
## 187                                                                            J Hon
## 188                                                                    Bridget Welsh
## 189                                                                        Pearl Lee
## 191                                                                      Hariz MKini
## 192                                                                    Julio Vaisman
## 193                                                                      HMMMMMMMMMM
## 194                                                                   Graham Kendall
## 195                                                 BMCC Malaysia (Official Account)
## 196                                                             Sargunan Sockalingam
## 197                                                                     LiveAtPC.com
## 198                                                                       Think City
## 199                                                                         UNU-IIGH
## 200                                                                          Joeanna
## 201                                                                            J Hon
## 202                                                                 OK Bah! ðŸ‘\215ðŸ\217»
## 203                                                                IFRC Asia Pacific
## 204                                                                IFRC Asia Pacific
## 205                                PLNo19LFC* (UCL6, SuperCup, World & EPL Champ19n)
## 206                                                                    MITI Malaysia
## 207                                                          Mashable Southeast Asia
## 208                                                                          Newswav
## 210                                                                  Herald Malaysia
## 211                                                                New Straits Times
## 212                                                                        SikeshiaG
## 213                                                                        SikeshiaG
## 214                 🇷â\200‹ðŸ‡ªâ\200‹ðŸ‡©â\200‹ðŸ‡¿â\200‹ðŸ‡¦â\200‹ ð\235\231Žð\235\231\235ð\235\231–ð\235\231\235ð\235\231¬ð\235\231žð\235\231¨
## 215                                                               Irwan Fahmi Ideris
## 216                                                                      Ramona Revi
## 218                                                                       FISH_CGIAR
## 219                                                                        WorldFish
## 220                                                                       Amir Rahim
## 221                                                                      ameer mydin
## 222                                                                        Choen Lee
## 223                                                                 OK Bah! ðŸ‘\215ðŸ\217»
## 224                                                                   MERCY Malaysia
## 225                                                                            Racha
## 226                                                                   Gayan Koralage
## 227                                                                New Straits Times
## 228                                                                        Ming Teoh
## 229                                                              Free Malaysia Today
## 230                                                                     #1⃣9⃣!!!
## 231                                                             JLPW CROSSBORDERASIA
## 232                                                                           theSun
## 233                                                                             Rita
## 234                                                                     Atama Katama
## 235                                                                      Sandi James
## 236                                                                  Hasan Almurabit
## 237                                                                     Inder Raikot
## 238                                                                        WorldFish
## 239                                                           Popcorn Time! 🇲🇾
## 241                                                                         The Star
## 242                                                                       Kelvin yii
## 243                                                                             WABA
## 244                                                                     ONe ðŸ‘\201 666
## 245                                                    HedgeEgo Virologist ðŸ\230· 🦠
## 246                                                        Marxist Antidote ðŸ\220ŸðŸ¤º
## 247                                                                       FISH_CGIAR
## 248                                                                        WorldFish
## 249                                                                 A L A A ELAROUSH
## 251                                                                         The Star
## 252                                   Pharmaceutical Association of Malaysia (PhAMA)
## 253                                                                New Straits Times
## 254                                                              Free Malaysia Today
## 255                                                                    StarLifestyle
## 256                                                                    Leaderonomics
## 257                                                                      EY Malaysia
## 258                                                                   The ASEAN Post
## 259                                             Jobbuilder-Boutique Recruitment Firm
## 260                                                                New Straits Times
## 261                                                                New Straits Times
## 263                                                                            KK_10
## 264                                                                Zulbahri Muhammad
## 265                                                                     Muslimah HTM
## 266                                                                       FISH_CGIAR
## 267                                                                        WorldFish
## 268                                                                            KK_10
## 269                                                                New Straits Times
## 270                                                                  Far.Fary.Farah.
## 271                                                                New Straits Times
## 272                                                                    RAKAN Sarawak
## 273                               Alidrus: Elec.Engr/Fullstack Developer/DB Designer
## 274                                                              Free Malaysia Today
## 275                                                                  ex_kakistocracy
## 276                                                                          BERNAMA
## 277                                                                            KK_10
## 278                                                                          BERNAMA
## 279                                                              Free Malaysia Today
## 280                                                                            IBFIM
## 281                                                                    UNDP Malaysia
## 282                                                                              Mat
## 284                                                                   Gayan Koralage
## 285                                                                     Global Times
## 286                                                              Daily Express Sabah
## 287                                                                            KK_10
## 288                                                 BMCC Malaysia (Official Account)
## 289                                                                    StarLifestyle
## 290                                                                           K Wong
## 291                                                              Free Malaysia Today
## 292                                                              Free Malaysia Today
## 293                                                                 ISN Malaysia🥇
## 294                                                                     Brandsynario
## 295                                                    Hishammuddin Hussein 🇲🇾
## 296                                                                         The Star
## 297                                                              Free Malaysia Today
## 298                                                                          BERNAMA
## 299                                                              Free Malaysia Today
## 300                                                                New Straits Times
## 301                                                                         The Star
## 302                                                                New Straits Times
## 303                                                                           K Wong
## 304                                                             Andrew Goledzinowski
## 306                                                          COVID19 in Asia-Pacific
## 307                                                                      BentaraNaga
## 308                                                                            KK_10
## 309                                                                       M.H.M.R.86
## 310                                                                    Soek-Siam Tan
## 312                                                                           Lasono
## 313                                                                 Zikrullah yusoff
## 314                                                              Daily Express Sabah
## 315                                                                    SYOK Malaysia
## 317                                                                     Adam A., PhD
## 318                                                                    Azurahabdaziz
## 319                                                              Free Malaysia Today
## 320                                                                          Haenmar
## 322                                                                      Sherina Sim
## 323                                                                         Gary Koe
## 324                                                                ð\235\231†ð\235\231\200ð\235\231‰ ðŸ¦\220
## 325                                                                    UNDP Malaysia
## 326                                                                New Straits Times
## 327                                                                 WAY Headquarters
## 328                                                                    Shahrol Nizam
## 329                                                                New Straits Times
## 330                                                                New Straits Times
## 331                                                                New Straits Times
## 332                                                      🇲🇾Astro AWANI🇲🇾
## 333                                                                KamekOrangSarawak
## 334                                                                New Straits Times
## 335                                                      🇲🇾Astro AWANI🇲🇾
## 336                                                              Free Malaysia Today
## 337                                                                 FoE Asia Pacific
## 338                                                                New Straits Times
## 339                                                                IFRC Asia Pacific
## 340                                                              Free Malaysia Today
## 341                                                                           JÍ\231JÍ\231
## 342                                                                          BERNAMA
## 343                                                                New Straits Times
## 344                                                                          BERNAMA
## 345                                                                          onenews
## 346                                               Wolf of Main Street on steroids ^^
## 347                                                                   Marcus Osborne
## 348                                                                   elnazjavanshir
## 349                                                                              Mat
## 353                                                                New Straits Times
## 354                                                                     Douglas Wong
## 355                                                                            CCTV+
## 356                                                                     Douglas Wong
## 357                                                              Free Malaysia Today
## 358                                                                      Rezal Ahmad
## 359                                                                New Straits Times
## 360                                                                       PMR DUNGUN
## 361                                                                       PMR DUNGUN
## 362                                                                       PMR DUNGUN
## 363                                                                       PMR DUNGUN
## 364                                                                       PMR DUNGUN
## 365                                                                       PMR DUNGUN
## 366                                                                       PMR DUNGUN
## 367                                                                       PMR DUNGUN
## 368                                                                       PMR DUNGUN
## 369                                                                New Straits Times
## 370                                                                New Straits Times
## 371                                                                New Straits Times
## 373                                                                New Straits Times
## 377                                                             Ajithmania ᴺᴷᴾ
## 378                                                           Ackson Kondwani Mwenda
## 379                                                                New Straits Times
## 380                                                                           Lasono
## 381                                                                          BERNAMA
## 383                                                                              Mat
## 384                                                            gradmalaysia_official
## 385                                                  PUSAT MAKLUMAT RAKYAT UTC SABAH
## 386                                                    Science Media Centre Malaysia
## 387                                                                           Ah Lim
## 388                                                                           Revler
## 389                                                                          michael
## 390                                                                    StarLifestyle
## 391                                      WHO Malaysia, Brunei Darussalam & Singapore
## 392                                                                            KK_10
## 393                                                                       Ying-Ru Lo
## 394                                                                       Ying-Ru Lo
## 395                                                                    RAKAN Sarawak
## 396                                                                         Zam Yusa
## 397                                                              Free Malaysia Today
## 398                                                                            KK_10
## 399                                                                      EY Malaysia
## 400                                                                         Zam Yusa
## 402                                                                           æ\231¨æ›¦
## 403                                           American Malaysian Chamber of Commerce
## 405                                           American Malaysian Chamber of Commerce
## 408                                                                    SYOK Malaysia
## 410                                                                 Dr. Amjad Shamim
## 411                                                                New Straits Times
## 412                                                                New Straits Times
## 413                                Faizza Tanggol 🇵🇭🇺🇳â\235¤ðŸ’šðŸ’\231✊ðŸ\217½
## 414                                           American Malaysian Chamber of Commerce
## 415                                                   #SaujatyaðŸ\220ºGuinðŸ\217´â\200\215â\230 ï¸\217
## 416                                                                   The ASEAN Post
## 419                                                                New Straits Times
## 420                                                                IFRC Asia Pacific
## 421                                                            Economic Daily, China
## 422                                                                           K Wong
## 423                                                                       Remy Aswad
## 424                                                                            KK_10
## 425                                                                       Lin Hao@KL
## 426                                                                  Sharuna Segaren
## 427                                      Education International Asia Pacific Region
## 428                                                                          BERNAMA
## 430                                                                       Unbeliever
## 431                                                                    Bridget Welsh
## 432                                                                         Amy Chew
## 433                                                                           K Wong
## 434                                                                New Straits Times
## 435                                                              Mohd Faiz N Sallehi
## 436                                                                      Armand.Azha
## 437                                                                      Armand.Azha
## 438                                                                   thetraveltrunk
## 439                                                                IFRC Asia Pacific
## 440                                                                  Sharuna Segaren
## 441                                                              Free Malaysia Today
## 442                                                              Free Malaysia Today
## 445                                                                          BERNAMA
## 446                                                                     P Prem Kumar
## 447                                                                     EY Brightree
## 451                                                                New Straits Times
## 452               ð\235\220¹ð\235’¶ð\235“\217ð\235“‡ð\235‘’ð\235‘’ð\235“ƒ ð\235’®ð\235“Žð\235’¶ð\235“Šð\235“†ð\235’¾ð\235“ƒð\235’¶ 🌼
## 453                                      WHO Malaysia, Brunei Darussalam & Singapore
## 455                                                           D Asia Travels Sdn Bhd
## 456                                                      BonnyNg_TastyAlwaysMalaysia
## 457                                      WHO Malaysia, Brunei Darussalam & Singapore
## 458                                                                IFRC Asia Pacific
## 460                                                              Free Malaysia Today
## 461                                                   #SaujatyaðŸ\220ºGuinðŸ\217´â\200\215â\230 ï¸\217
## 462                                                                   The ASEAN Post
## 463                                                                            Ipsos
## 465                                                                              Mat
## 466                                                                    APB+ Magazine
## 467                                                              AsiaInsuranceReview
## 468                                                              Daily Express Sabah
## 469                                                                         Zam Yusa
## 470                                                                CSR News Malaysia
## 471                                                                New Straits Times
## 472                                                                               NR
## 473                                                              Free Malaysia Today
## 474                                                                New Straits Times
## 475                                                                    StarLifestyle
## 476                                                                    Princess Rina
## 477                                                                   trambellir.com
## 481                                                                New Straits Times
## 482                                                           D Asia Travels Sdn Bhd
## 485                                                               RCSI_Psychometrics
## 486                                                                            Muhit
## 487                                                                               NR
## 489                                                                New Straits Times
## 492                                                                    SYOK Malaysia
## 494                                                              KKM Portal MyHealth
## 497                                                              Free Malaysia Today
## 498                                                                New Straits Times
## 499                                                                New Straits Times
## 500                                                                     Imran S ðŸŒ\220
## 501                                                                  Hindustan Times
## 502                                                              Free Malaysia Today
## 503                                                                New Straits Times
## 504                                                             Renard Siew PhD GSAP
## 505                                                                   Jannah Raffali
## 506                                                                   Marketing AFON
## 507                                                                    RAKAN Sarawak
## 508                                                                     PwC Malaysia
## 509                                                                          Newswav
## 510                                                                 Albuquerque_Veen
## 511                                                                    Tau-Ew Artist
## 512                                                                 Albuquerque_Veen
## 513                                                                   The ASEAN Post
## 514                                                      🇲🇾Astro AWANI🇲🇾
## 515                                                      🇲🇾Astro AWANI🇲🇾
## 516                                                               Basic Income Earth
## 517                                                                       Firas Raad
## 519                                                             China-ASEAN panorama
## 520                                                                 @penanginstitute
## 521                                                               Canada In Malaysia
## 522                                                                         Az Karim
## 523                 🇷â\200‹ðŸ‡ªâ\200‹ðŸ‡©â\200‹ðŸ‡¿â\200‹ðŸ‡¦â\200‹ ð\235\231Žð\235\231\235ð\235\231–ð\235\231\235ð\235\231¬ð\235\231žð\235\231¨
## 524                                                                     P Prem Kumar
## 525                                                                       Think City
## 526                                                                Zulbahri Muhammad
## 527                                                                         KwikNews
## 529                                                                New Straits Times
## 530                                                                New Straits Times
## 531                                                              Free Malaysia Today
## 532                                                                New Straits Times
## 533                                                                  U.S. Embassy KL
## 534                                                                New Straits Times
## 535                                               Engage Southeast Asia (Engage SEA)
## 536                                                           Akademi Sains Malaysia
## 537                                                                   Shahril Hamdan
## 538                                                                         LatestLY
## 539                                                                         Amy Chew
## 540                                                                   The ASEAN Post
## 542                                                                              Mat
## 543                                     John Le Fevre 🇦🇺 ðŸ\230· 🇹🇭🇰🇭
## 544                                                              Free Malaysia Today
## 545                                                                    RAKAN Sarawak
## 546                                                                IFRC Asia Pacific
## 547                                                                    🤦â\200\215â\231‚ï¸\217
## 548                                                                New Straits Times
## 549                                                                   The ASEAN Post
## 550                                                              Free Malaysia Today
## 551                 🇷â\200‹ðŸ‡ªâ\200‹ðŸ‡©â\200‹ðŸ‡¿â\200‹ðŸ‡¦â\200‹ ð\235\231Žð\235\231\235ð\235\231–ð\235\231\235ð\235\231¬ð\235\231žð\235\231¨
## 552                                                              Free Malaysia Today
## 554                                                                      Raymond Goh
## 555                                                                     Nirmal Bhatt
## 556                                                              smisak 🇲🇾🌺
## 557                                                              Free Malaysia Today
## 558                                                                New Straits Times
## 560                                                                           æ\231¨æ›¦
## 562                                                                New Straits Times
## 563                                                              Free Malaysia Today
## 564                                                                      Zack Norman
## 565                                                                       Jazli Aziz
## 567                                                                          BERNAMA
## 568                                                                            KK_10
## 569                                                                              Mat
## 571                                                                            KK_10
## 572                                                                          Aznam O
## 573                                                                            KK_10
## 574                                                                            KK_10
## 575                                                                            KK_10
## 576                                                                            KK_10
## 577                                            Malaysian Bioscience Scholars (MBIOS)
## 578                                                                   Dr. K. Chester
## 579                                                                         اريش
## 582                                                                    Hemant Prasad
## 584                                                              Free Malaysia Today
## 585                                                                            KK_10
## 586                                                                John Earl Burnett
## 587                                                                     Nicola Smith
## 588                                                                          BERNAMA
## 589                                                                         KwikNews
## 590                                                                    StarLifestyle
## 591                                                              Lester Freamon 🦞
## 592                                                                     Douglas Wong
## 593                                                                New Straits Times
## 594                                                                             WABA
## 595                                                                        Global.TV
## 596                                                                 Albuquerque_Veen
## 598                                                                    StarLifestyle
## 599                                                                     @hmmmNewsNow
## 600                                                            Boo Soon Yew 🇲🇾
## 601                                                                  @NotAnotherPoll
## 603                                                      🇲🇾Astro AWANI🇲🇾
## 604                                                                New Straits Times
## 605                                                                    Anthony Davis
## 606                                                                  Mou Chakraborty
## 607                                                    SimTzeTzin æ²\210志勤 🇲🇾
## 608                                                          National Cyber Security
## 609                                                                       Mycurl Foo
## 610                                                                 WAY Headquarters
## 611                                                                New Straits Times
## 612                                                    Hishammuddin Hussein 🇲🇾
## 613                                                                New Straits Times
## 614                                                                     Nirmal Bhatt
## 616                                                                             TimE
## 618                                                                New Straits Times
## 619                                                                    Free Spiritus
## 621                                                                         Nick D-M
## 622                                                                     You Know Who
## 623                                                                          BERNAMA
## 626                                                                New Straits Times
## 627                                                          National Cyber Security
## 628                                                                     Nishat Zahan
## 629                                                                       AnieWrites
## 631                                                                  SarawakKolokMee
## 632                                                             Kush Ghodasara (CMT)
## 633                                                                Zulbahri Muhammad
## 634                                                                     Chan Quin Er
## 635                                                                            KK_10
## 636                                                                             ICDM
## 638                                               Engage Southeast Asia (Engage SEA)
## 639                                                                            KK_10
## 640                                                                          BERNAMA
## 641                                                                       Wajid Khan
## 642                                                                          BERNAMA
## 643                                                                     Rajat K. Dey
## 644                                                                     Naga Sridhar
## 645                                                                New Straits Times
## 646                                                                New Straits Times
## 647                                                                  Saikiran Kannan
## 648                                                              Birgitta Myllymäki
## 649                                      WHO Malaysia, Brunei Darussalam & Singapore
## 650                                                                    RAKAN Sarawak
## 651                                                             Accendo Technologies
## 652                                                                            Ketan
## 653                                                                          Finnita
## 655                                                                          BERNAMA
## 656                                                                         jitendra
## 657                 🇷â\200‹ðŸ‡ªâ\200‹ðŸ‡©â\200‹ðŸ‡¿â\200‹ðŸ‡¦â\200‹ ð\235\231Žð\235\231\235ð\235\231–ð\235\231\235ð\235\231¬ð\235\231žð\235\231¨
## 658                                                                         teluguIN
## 659                                      WHO Malaysia, Brunei Darussalam & Singapore
## 660                                                                Deloitte Malaysia
## 661                                                                           Bruker
## 662                                                                   Evelyn Tremble
## 663                                                                New Straits Times
## 664                                                                     CIJ Malaysia
## 666                                                                              Mat
## 667                                                                  News18 Graphics
## 669                                      WHO Malaysia, Brunei Darussalam & Singapore
## 670                                                                   Just Headlines
## 671                                                            Kuala Lumpur Reporter
## 672                                                     Just Mariner 🚢⚓🇮🇳
## 673                                                                    Nivedith Alva
## 674                                                               AirAsia Foundation
## 675                                                                      Sociability
## 678                                      WHO Malaysia, Brunei Darussalam & Singapore
## 679                                                                       Jazli Aziz
## 680                                                                   Adam Frederick
## 681                                                                     Louis Gerber
## 682                                                                  ASEAN Strategic
## 683                                                           Elizabeth Tai 🇲🇾
## 684                                                                    TJS Worldwide
## 685                                                                    Fiona McMahon
## 686                                                               Actually₪Ashléy
## 688                                                                IFRC Asia Pacific
## 689                                                      🇲🇾Astro AWANI🇲🇾
## 690                                                                    RAKAN Sarawak
## 691                                                                     COVID19 News
## 692                                                   Khairul Nizar 🇲🇾 at Home
## 693                                                                     Muslimah HTM
## 694 Shah's Rumi | رÙ\210مي | æ\210‘çš„ç\230¤èƒƒ | எனà¯\215 ரூமி | ש×\220×” רומ×\231
## 695                                                                  Rotary Malaysia
## 696                                                      🇲🇾Astro AWANI🇲🇾
## 697                                                                       Jazli Aziz
## 698                                        Jesuit Refugee Service - JRS Asia Pacific
## 699                                                                            KK_10
## 700                                                                    Sang Hoe Chow
## 702                                                             Apricon Farmashealth
## 703                                                                New Straits Times
## 704                                                                New Straits Times
## 705                                                                     Nirmal Bhatt
## 706                                                                New Straits Times
## 707                                                                         The Hawk
## 708                                                                    Derek T A Tan
## 709                                                                    Derek T A Tan
## 710                                              Dr Nagaratnam Jeyasreedharan (Sree)
## 711                                              Dr Nagaratnam Jeyasreedharan (Sree)
## 712                                                                 Firdaus Abdullah
## 713                                                                            ARROW
## 714                                                                    Shafiq Ghazie
## 715                                                              Free Malaysia Today
## 716                                                                       PMR DUNGUN
## 717                                                                       PMR DUNGUN
## 718                                                                       PMR DUNGUN
## 719                                                                       PMR DUNGUN
## 720                                                                       PMR DUNGUN
## 721                                                                       PMR DUNGUN
## 722                                                                       PMR DUNGUN
## 723                                                                       PMR DUNGUN
## 725                                                                              Mat
## 726                                                                       PMR DUNGUN
## 727                                                                       PMR DUNGUN
## 728                                                                       PMR DUNGUN
## 729                                                                       PMR DUNGUN
## 730                                                                            KK_10
## 731                                                                       PMR DUNGUN
## 732                                                                       PMR DUNGUN
## 733                                                                       PMR DUNGUN
## 734                                                                       PMR DUNGUN
## 735                                                                       PMR DUNGUN
## 736                                                                       PMR DUNGUN
## 737                                                                       PMR DUNGUN
## 738                                                                       PMR DUNGUN
## 739                                                                       PMR DUNGUN
## 740                                                                       PMR DUNGUN
## 741                                                                       PMR DUNGUN
## 742                                                                       PMR DUNGUN
## 743                                                                       PMR DUNGUN
## 744                                                                       PMR DUNGUN
## 745                                                                       PMR DUNGUN
## 746                                                                       PMR DUNGUN
## 747                                                                       PMR DUNGUN
## 748                                                                       PMR DUNGUN
## 749                                                                       PMR DUNGUN
## 750                                                            Boo Soon Yew 🇲🇾
## 751                                                                         Soon Lee
## 752                                                              Free Malaysia Today
## 753                                                                            KK_10
## 754                                                              Free Malaysia Today
## 755                                                                   Karamveer Gill
## 756                                                             OoiSeohLin 黄å°\217麟
## 757                                                                  Dr. Rais Hussin
## 758                                                              Free Malaysia Today
## 759                                                               Giri Shan Rajahram
## 760                                               Dr Zheng Feei Ma, FHEA ANutr FRSPH
## 762                                                                         Amy Chew
## 763                                                                       Shortpedia
## 764                                                                            YOZZO
## 765                              Caroline 🇲🇾🇬🇧🇺🇸 #BlackLivesMatter
## 766                                                             DestinAsian Magazine
## 767                                                              Free Malaysia Today
## 768                                                              Free Malaysia Today
## 770                                                              Free Malaysia Today
## 771                                                                    MYCGMelbourne
## 772                                                                    RAKAN Sarawak
## 773                                                                       FISH_CGIAR
## 774                                                              Free Malaysia Today
## 775                                                              Free Malaysia Today
## 776                                                                 WAY Headquarters
## 777                                 Jabatan Perubatan Keluarga di Universiti Perdana
## 778                                                                        Mıchelle
## 779                                                محمد Ù\201ايز بن مصطÙ\201Ù‰
## 780                                                                       Marcus Lim
## 781                                                                New Straits Times
## 782                                                                   The ASEAN Post
## 783                                                                     Nirmal Bhatt
## 784                                                                          Newswav
## 785                                                           Internship in Malaysia
## 786                                                              Free Malaysia Today
## 789                                                              Free Malaysia Today
## 792                                                                New Straits Times
## 793                                                              Free Malaysia Today
## 794                                                                       HappyWater
## 795                                                                              Mat
## 797                                                                IFRC Asia Pacific
## 798                                                                            KK_10
## 799                                                              Free Malaysia Today
## 800                                                          Mashable Southeast Asia
## 801                                                                      Klaus Riede
##                                                                                                                                                                                                                                                                                             user_description
## 45                                                                                                                                                                                                                                                                              untuk masa depan anak cucuku
## 74                                                                                                                                                                                                                                      Maklumat kesihatan di hujung jari anda. Ingat sihat, ingat MyHealth!
## 124                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 184                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 283                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 350                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 382                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 429                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 464                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 493                                                                                                                                                                                                                                     Maklumat kesihatan di hujung jari anda. Ingat sihat, ingat MyHealth!
## 541                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 570                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 665                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 724                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 796                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 26                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 29                                                                                                                                         MBBS (AIMST,Mal); MSc Health Research (RCSI,Ir); Occupational Health (NIOSH); Dip Football Med (FIFA); Cert Shockwave (ISMST); Advanced Shockwave\n\nTwt=own view
## 39                                                                                                                                                       Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 48                                                                                                                                           CEO/Provost/PVC @UoNMalaysia/@UniOfNottingham. Research interests: Op. Res. & Evol. Computing.  Based in Kuala Lumpur. Views my own. Also tweet as @UNMCProvost
## 51                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 52                                                                                                                                                            If you are into smartphones, tech, superheroes, video games, movies, general geekery, football, and anything Malaysian, my tweets are for you.
## 53                                                                                                                                           CEO/Provost/PVC @UoNMalaysia/@UniOfNottingham. Research interests: Op. Res. & Evol. Computing.  Based in Kuala Lumpur. Views my own. Also tweet as @UNMCProvost
## 61                                                                                                                                                         Digital Media Strategist | Kindly send your inquiries to mrfaizalhassan@gmail.com | Opinions are not the views of my employer | Founder #BateKita
## 62                                                                                                                                                                 Daily tweets updates on Corona Virus Stats | News | Alerts -\nRetweet & Follow us\n#Oht20 #media #OhTwenty20media #COVID19 #Covid19Update
## 64                                                                                                                                                                                          Official Twitter account of Daily Express Sabah, an independent national newspaper of East Malaysia (Est. 1963).
## 66                                                                                                                                                       COVID-19 (Coronavirus) Latest News & Statistics.\nWe post updates 24/7 as they come in, all stats are from official sources.\n#Coronavirus #COVID19
## 68                                                                                                                                                                                                                                                                             Free and Independent #FMTNews
## 69                                                                                                                                                                                          Official Twitter account of Daily Express Sabah, an independent national newspaper of East Malaysia (Est. 1963).
## 71                                                                                                                                                                                                                                            I didn't have any agenda or plan when i started writing stuff.
## 72                                                                                                                                                       Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 76                                                                                                                                                                                                                                                                           Newscaster \nTV3 Nightline News
## 78                                                                                                                                                                                                                                                                                      here for the culture
## 82                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 83                                                                                                                                           CEO/Provost/PVC @UoNMalaysia/@UniOfNottingham. Research interests: Op. Res. & Evol. Computing.  Based in Kuala Lumpur. Views my own. Also tweet as @UNMCProvost
## 89                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 90                                                                                                                                            Follow Us! Get the latest on #ASEAN #geopolitics #4iR #climatechange #womenempowerment #environment #beltandroad and #renewables shaping #SoutheastAsia today.
## 91                                                                                                                                                                                                                                                                 PHOTOGRAPHY | ARCHITECTURE & ID | FASHION
## 103                                                                                                                                           Journalist reporting on Southeast Asia terrorism, politics, economics, climate change for South China Morning Post. Tweeting: India, Hong Kong. RT#endorsement
## 104                                                                                                                                           Journalist reporting on Southeast Asia terrorism, politics, economics, climate change for South China Morning Post. Tweeting: India, Hong Kong. RT#endorsement
## 106                                                                                                                                           Follow Us! Get the latest on #ASEAN #geopolitics #4iR #climatechange #womenempowerment #environment #beltandroad and #renewables shaping #SoutheastAsia today.
## 119                                                                                                                                                                                                                                                                                  https://t.co/63nA39hbbi
## 120                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 131                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 134                                                                                                                                                                                                                                                Not active on Twitter. Follow me on Instagram me instead.
## 138                                                                                                                                                                                                                                       Indonesia's Largest Expatriate Readership. https://t.co/3ykTgKkOnY
## 141                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 158                                                                                                                                                                  Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 190                                                                                                                                                              News That Matter On Malaysians and Malaysia 🇲🇾 Experimenting the â\200\230Broken Windowâ\200\231 theory on Traffic Laws🚦klnewsreport@gmail.com
## 209                                                                                                                                           Follow Us! Get the latest on #ASEAN #geopolitics #4iR #climatechange #womenempowerment #environment #beltandroad and #renewables shaping #SoutheastAsia today.
## 217                                                                                                                                                                                                      Asia Pacific Office of the International Federation of #RedCross and #RedCrescent Societies (@IFRC)
## 240                                                                                                                                                                                                                                      News updates from Malaysia's top English-language daily and website
## 250                                                                                                                                                                                                                                      News updates from Malaysia's top English-language daily and website
## 262                                                                                                                                                        Reporter for @SBSNews Melbourne via Malaysia. Previously ABC, Al Jazeera, Reuters. Views own. jarni.blakkarly@sbs.com.au or Wicker: stleonards123
## 305                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 311                                                                                                                                           Follow Us! Get the latest on #ASEAN #geopolitics #4iR #climatechange #womenempowerment #environment #beltandroad and #renewables shaping #SoutheastAsia today.
## 316                                                                                                                                                                                                                                           I didn't have any agenda or plan when i started writing stuff.
## 321                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 351                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 352                                                                                                                                      FIVE RIVERS RESOURCES SDN BHD (1350952-H) MANAGING DIRECTOR\nFB: Jazzmine Kaur \nPAGE: Five Rivers Resources\nFB: Fiverivers Resources SB\nIG: @fiveriversresources
## 372                                                                                                                                                                Daily tweets updates on Corona Virus Stats | News | Alerts -\nRetweet & Follow us\n#Oht20 #media #OhTwenty20media #COVID19 #Covid19Update
## 374                                                                                                                                                                Daily tweets updates on Corona Virus Stats | News | Alerts -\nRetweet & Follow us\n#Oht20 #media #OhTwenty20media #COVID19 #Covid19Update
## 375                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 376                                                                                                                                                      COVID-19 (Coronavirus) Latest News & Statistics.\nWe post updates 24/7 as they come in, all stats are from official sources.\n#Coronavirus #COVID19
## 401                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 404                                                                                                                                                                                         Official Twitter account of Daily Express Sabah, an independent national newspaper of East Malaysia (Est. 1963).
## 406                                                                                                                                              Health and science (and maybe tech now?) journalist recently relocated to Malaysia. RT=\\= endorsement. DMs are open so send tips/news! Punch up, not down.
## 407                                                                                                                                                      COVID-19 (Coronavirus) Latest News & Statistics.\nWe post updates 24/7 as they come in, all stats are from official sources.\n#Coronavirus #COVID19
## 409                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 417                                                                                                                                                                                         Official Twitter account of Daily Express Sabah, an independent national newspaper of East Malaysia (Est. 1963).
## 418                                                                                                                                                                Daily tweets updates on Corona Virus Stats | News | Alerts -\nRetweet & Follow us\n#Oht20 #media #OhTwenty20media #COVID19 #Covid19Update
## 443                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 444                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 448                                                                                                                                                                                         Official Twitter account of Daily Express Sabah, an independent national newspaper of East Malaysia (Est. 1963).
## 449                                                                                                                                                      COVID-19 (Coronavirus) Latest News & Statistics.\nWe post updates 24/7 as they come in, all stats are from official sources.\n#Coronavirus #COVID19
## 450                                                                                                                                                                Daily tweets updates on Corona Virus Stats | News | Alerts -\nRetweet & Follow us\n#Oht20 #media #OhTwenty20media #COVID19 #Covid19Update
## 454                                                                                                                                                                                         Official Twitter account of Daily Express Sabah, an independent national newspaper of East Malaysia (Est. 1963).
## 459                                                                                                                                                                                   All The HITZ, All The Time! We are the HITZ family @EanCredible @Arnoldloh @CalistaLeahLiew @zherpeenut @thekeanuazman
## 478                                                                                                                                                                Daily tweets updates on Corona Virus Stats | News | Alerts -\nRetweet & Follow us\n#Oht20 #media #OhTwenty20media #COVID19 #Covid19Update
## 479                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 480                                                                                                                                                      COVID-19 (Coronavirus) Latest News & Statistics.\nWe post updates 24/7 as they come in, all stats are from official sources.\n#Coronavirus #COVID19
## 483                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 484                                                                                                                                                        Digital Media Strategist | Kindly send your inquiries to mrfaizalhassan@gmail.com | Opinions are not the views of my employer | Founder #BateKita
## 488                                                                                                                                                                                         Official Twitter account of Daily Express Sabah, an independent national newspaper of East Malaysia (Est. 1963).
## 490                                                                                                                                                                                                                            The Official twitter for Ministry Of Health, Malaysia https://t.co/tDUZfeChiY
## 491                                                                                                                                                                                   All The HITZ, All The Time! We are the HITZ family @EanCredible @Arnoldloh @CalistaLeahLiew @zherpeenut @thekeanuazman
## 495                                                                                                                                                      COVID-19 (Coronavirus) Latest News & Statistics.\nWe post updates 24/7 as they come in, all stats are from official sources.\n#Coronavirus #COVID19
## 496                                                                                                                                                                                                                                           I didn't have any agenda or plan when i started writing stuff.
## 518                                                                                                                                                                  Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 528                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 553                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 559                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 561                                                                                                                                                                                                                                                                          Newscaster \nTV3 Nightline News
## 566                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 580                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 581                                                                                                                                         A Liverpool Fan from Malaysia.. who is also a born-again Christian and has a keen interest in education.. now embracing a political responsibility + catman meow
## 583                                                                                                                                                      COVID-19 (Coronavirus) Latest News & Statistics.\nWe post updates 24/7 as they come in, all stats are from official sources.\n#Coronavirus #COVID19
## 597                                                                                                                                                                  Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 602                                                                                                                                         A Liverpool Fan from Malaysia.. who is also a born-again Christian and has a keen interest in education.. now embracing a political responsibility + catman meow
## 615                                                                                                                                                        Digital Media Strategist | Kindly send your inquiries to mrfaizalhassan@gmail.com | Opinions are not the views of my employer | Founder #BateKita
## 617                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 620                                                                                                                                                                 You may write me down in history \nWith your bitter, twisted lies, \nYou may trod me in the very dirt \nBut still, like dust, I'll rise.
## 624                                                                                                                                         A Liverpool Fan from Malaysia.. who is also a born-again Christian and has a keen interest in education.. now embracing a political responsibility + catman meow
## 625                                                                                                                                         A Liverpool Fan from Malaysia.. who is also a born-again Christian and has a keen interest in education.. now embracing a political responsibility + catman meow
## 630                                                                                                                                                                                                                                                       Displaying the top news on #Malaysia as it happens
## 637                                                                                                                                       Moneycontrol is Indiaâ\200\231s No. 1 financial portal. Tune in for breaking news, in-depth analyses, best investment tools. Get #MCPro for exclusive content & benefits
## 654                                                                                                                                                                         My Religion = FILMS !  My Work = Business of FILMS !!  146 films done ... Making movies ... Still counting & hungry for more ...
## 668                                                                                                                                    News, Stories, Sport and Entertainment From Around The Globe. Indigenous Brit.\nRTs ≠ endorsements. Journalist #NUJ member W026487 Musician Songwriter 🎸🎹 #FB
## 676                                                                                                                                                                                    Leave the world better for our children -appreciate the follow me back -peace #stopyulin #climatechange #womensrights
## 677                                                                                                                                                                       Passion follow karo, Paisa aayenga...\nAutomobile Engineer by qualification and Investor cum Trader by Profession...\n#MarketBeast
## 687                                                                                                                                                                                                                            The Official twitter for Ministry Of Health, Malaysia https://t.co/tDUZfekFUo
## 701                                                                                                                                                                                                                A hand-picked portfolio of chic and hip hotels in some of the world's stunning locations.
## 761                                                                                                                                                                                         Official Twitter account of Daily Express Sabah, an independent national newspaper of East Malaysia (Est. 1963).
## 769                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 787                                                                                                                                                           If you are into smartphones, tech, superheroes, video games, movies, general geekery, football, and anything Malaysian, my tweets are for you.
## 788                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 790                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 791                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 1                                                                                                                                           #Fintech #Banking #AI & #Islamicfinance rsrchr, Prof. #Finance, Rsrch Afflt @CambridgeAltFin @CambridgeJBS, #RefinitivSocial100 Featured at @WEF @Huffington @FT
## 2                                                                                                                                                   Florida native living overseas...freelance writing, blogging, exploring & juggling life, or the other way around. Just passing on information... #resist
## 3                                                                                                                                            A rockstar in expanding sales channels & creating new oppâ\200\231s in APAC. YOUR Business Potential, Realised. A leader in Aerospace Industry, Trade & Govt Affairs.
## 4                                                                                                                                                                                                                                                                                               Photographer
## 5                                                                                                                                                                                                                                                                              Free and Independent #FMTNews
## 6                                                                                                                                                                                                                                  People's perspectives, breaking boundaries.\n\n📧 editor@twentytwo13.my
## 7                                                                                                                                                                                         Entrepreneur, tech hippie, connector, father of 3, coffee drinker, toy collector base in Penang, Malaysia. #imTECH
## 8                                                                                                                                                                                       News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 9                                                                                                                                                                                       News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 10                                                                                                                                                                                                                                                                               Be authentically you â\235¤ï¸\217
## 11                                                                                                                                                                          Photo/Travel @ https://t.co/T5VdU5sq5O Tech/Biz @ https://t.co/IV3i8b9OJ3 \nCrypto @ https://t.co/iUZfJUodif  \nå†\231真家/æ‘„å½±
## 12                                                                                                                                                                          Photo/Travel @ https://t.co/T5VdU5sq5O Tech/Biz @ https://t.co/IV3i8b9OJ3 \nCrypto @ https://t.co/iUZfJUodif  \nå†\231真家/æ‘„å½±
## 13                                                                                                                                                                                                                                                                                        We are what we are
## 14                                                                                                                                                                                                                                                                                        We are what we are
## 15                                                                                                                                                                                                                                                                                                    â\231Šï¸\217
## 16                                                                                                                                                                                  Never expect any favours in return ! Arsenal & Barcelona & All Blacks Fan and Knows a little about western medicine.....
## 17                                                                                                                                                       Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 18                                                                                                                                                                                                                             The Official twitter for Ministry Of Health, Malaysia https://t.co/tDUZfeChiY
## 19                                                                                                                                                                   Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 20                                                                                                                                           Sharing @WorldBank development data, research and project results from developing East Asia & Pacific countries. #EndPoverty #InvestInPeople #ResurgentEastAsia
## 21                                                                                                                                                                   Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 22                                                                                                                                                                   Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 23                                                                                                                                                                   Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 24                                                                                                                                                                                                                                                                                                    Zzz...
## 25                                                                                                                                                                                                                                          Jabatan Penerangan Wilayah Persekutuan Kuala Lumpur (JaPen WPKL)
## 27                                                                                                                                                                                                                                                               Harnessing research that makes a difference
## 28                                                                                                                                           FISH is the @CGIAR research program that enhances the contributions of fisheries and aquaculture to reducing poverty and improving food security and nutrition.
## 30                                                                                                                                                                                            Architect, Developer. Lover of a Just Livable Earth peopled by Decent Honest Humans. Retweets not endorsement.
## 31                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 32                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 33                                                                                                                                                                                                                                                                                                          
## 34                                                                                                                                                                                                                                                               (RT≠Endorsement and opinions are our own)
## 35                                                                                                                                                                                                                                                     "Even on a cloudy day, the SAN is shining somewhere!"
## 36                                                                                                                                                                   Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 37                                                                                                                                                                   Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 38                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 40                                                                                                                                                       Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 41                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 42                                                                                                                                                                                  Journalist and Producer. Previously @ABCAustralia, @CBC. Music, Travel, Chai, Anytime. Views mine, RTs not endorsements.
## 43                                                                                                                                                                                          Official Twitter account of Daily Express Sabah, an independent national newspaper of East Malaysia (Est. 1963).
## 44                                                                                                                                                                                                                                                                             Free and Independent #FMTNews
## 46                                                                                                                                                                                                                                                                              untuk masa depan anak cucuku
## 47                                                                                                                                           This is the official Twitter feed of Malaysia Airports. We are able to assist from 9am to 6pm daily.Find us on FB & IG. Privacy Notice: https://t.co/UxYxMovb2a
## 49                                                                                                                                                       Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 50                                                                                                                                                       Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 54                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 55                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 56                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 57                                                                                                                                         Senior Lecturer | Pharmacy | USM | Focus on #sustainable development of #pharmaceutical dosage form | #Transdermal & #topical drug delivery\nOpinions are my own.
## 58                                                                                                                                                                                                                                                                             Free and Independent #FMTNews
## 59                                                                                                                                                                                                       Consultant Physician & Gastroenterologist, Hospital Sultanah Bahiyah, Malaysia.\n#MYmissingmillions
## 60                                                                                                                                          WAY is the international coordinating body of #national #youth #councils. We promote the work of youth in various areas.  #Issues #Policy #Advocacy #Empowerment
## 63                                                                                                                                                                                                                                                                             Free and Independent #FMTNews
## 65                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 67                                                                                                                                           CEO/Provost/PVC @UoNMalaysia/@UniOfNottingham. Research interests: Op. Res. & Evol. Computing.  Based in Kuala Lumpur. Views my own. Also tweet as @UNMCProvost
## 70                                                                                                                                                                                                                                                                             Free and Independent #FMTNews
## 73                                                                                                                                                                                                                                                                             Live better,More Efforts.....
## 75                                                                                                                                                                                                                                      Maklumat kesihatan di hujung jari anda. Ingat sihat, ingat MyHealth!
## 77                                                                                                                                                  The voice of U.S. business in Malaysia. The American Malaysian Chamber of Commerce is an international, non-profit, private-sector business association.
## 79                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 80                                                                                                                                                  The voice of U.S. business in Malaysia. The American Malaysian Chamber of Commerce is an international, non-profit, private-sector business association.
## 81                                                                                                                                                                                            The world is full of people who have never, since childhood, met an open doorway with an open mind - E B White
## 84                                                                                                                                                                                                                                                                                        @acubiz consulting
## 85                                                                                                                                                                                                                                                                             Free and Independent #FMTNews
## 86                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 87                                                                                                                                                       Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 88                                                                                                                                                                                                                                                                             Free and Independent #FMTNews
## 92                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 93                                                                                                                                         MBBS (AIMST,Mal); MSc Health Research (RCSI,Ir); Occupational Health (NIOSH); Dip Football Med (FIFA); Cert Shockwave (ISMST); Advanced Shockwave\n\nTwt=own view
## 94                                                                                                                                                                                                         COVID19 WATCHERS BE INFORMATIVE ON WHAT IS HAPPENING AROUND THE WORLD ESPECIALLY IN ASEAN AND US.
## 95                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 96                                                                                                                                                                                                                         #SayaAnakMalaysia 🇲🇾 this is my space.. follow me or block me, i don't care
## 97                                                                                                                                                    Affin Bank Berhad 197501003274 (25046-T) & Affin Islamic Bank Berhad 200501027372 (709506-V)\nMember of PIDM\n03-8230 2222\nyourvoice@affinbank.com.my
## 98                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 99                                                                                                                                                                                      News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 100                                                                                                                                                                                                  #ecofren http://t.co/O8JIrZBw1r\nhttp://t.co/kJ9Vh5x1A6\nhttp://t.co/HtrTl8r07t\nhttp://t.co/vCvgz1coHh
## 101                                                                                                                                                                                                  #ecofren http://t.co/O8JIrZBw1r\nhttp://t.co/kJ9Vh5x1A6\nhttp://t.co/HtrTl8r07t\nhttp://t.co/vCvgz1coHh
## 102                                                                                                                                                                                                                                                                                          All About Rugby
## 105                                                                                                                                                        Digital Media Strategist | Kindly send your inquiries to mrfaizalhassan@gmail.com | Opinions are not the views of my employer | Founder #BateKita
## 107                                                                                                                                                    meandering into the world of Health Economics while on sabbatical -kita ni ulang alik hospital saja. takpe, janji happy- #ChronicIllness #RareDisease
## 108                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 109                                                                                                                                                                     Babies + Fannies, Scans + Smears, Chronicles & Struggles of a Msian Gynae Specialist #twitobgyn\n#covid19-SuperObserver #gynfluencer
## 110                                                                                                                                                                     Babies + Fannies, Scans + Smears, Chronicles & Struggles of a Msian Gynae Specialist #twitobgyn\n#covid19-SuperObserver #gynfluencer
## 111                                                                                                                                                                                                                                                              (RT≠Endorsement and opinions are our own)
## 112                                                                                                                                        MBBS (AIMST,Mal); MSc Health Research (RCSI,Ir); Occupational Health (NIOSH); Dip Football Med (FIFA); Cert Shockwave (ISMST); Advanced Shockwave\n\nTwt=own view
## 113                                                                                                                                                                                                                                                                            we are not promised  tomorrow
## 114                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 115                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 116                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 117                                                                                                                                                                                                                                    Top Economic News on Policy, Finance, Corporates and Market in China.
## 118                                                                                                                                              "The future has arrived, it's just not evenly distributed yet." Best Local news translated into English. For world citizens. Machine translation often ðŸ\230‚
## 121                                                                                                                                                   The only all-in-one #workforcemanagement and #payroll system that does it all. Recruit. #Onboard. #Schedule. #Time & Attendance. #Elearning & Payroll.
## 122                                                                                                                                                                                                                                                                                 JABATAN PENERANGAN SABAH
## 123                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 125                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 126                                                                                                                                 Regional Business Support in East Asia 🇹🇷🇸🇬🇲🇾 👩â\200\215💻Mentor🔑Entrepreneur ðŸ“\210Momentum Creator Marketing consultantâœ\215ðŸ\217» 🕉 Freedom 💫🎯
## 127                                                                                                                                                     Live and breathe a mix of online travel, aviation and China @Sabre_Corp. Hated boarding planes before, miss flying the skies now. Tweets are my own.
## 128                                                                                                                                                                                                                                                                                                         
## 129                                                                                                                                             Fascinated on how obsessed some people with calling someone racist. Itâ\200\231s almost like they want everyone to be racist â\200¢ Ketua Pemuda UMNO Bahagian Subang
## 130                                                                                                                                                          The official Twitter account of Microsoft Asia. Bringing you news & updates about what Microsoft & our partners are doing in Asia (and beyond).
## 132                                                                                                                                                                                                                         We work to make our cities more liveable, resilient, and people-centric ðŸ\217\231🌃
## 133                                                                                                                                                                                 Never expect any favours in return ! Arsenal & Barcelona & All Blacks Fan and Knows a little about western medicine.....
## 135                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 136                                                                                                                                               News, inspiration, and fun for the connected generation in SEA. \n\nFollow us on...\nFacebook: https://t.co/bP7gsSUVT0\nInstagram: https://t.co/CgxoDczLAv
## 137                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 139                                                                                                                                                                                                        COVID19 WATCHERS BE INFORMATIVE ON WHAT IS HAPPENING AROUND THE WORLD ESPECIALLY IN ASEAN AND US.
## 140                                                                                                                                                                                                                        #SayaAnakMalaysia 🇲🇾 this is my space.. follow me or block me, i don't care
## 142                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 143                                                                                                                                                                                    Five-time winner of Malaysia's 100 Leading Graduate Employers Award. Follow us for industry-related news & resources.
## 144                                                                                                                                        MBBS (AIMST,Mal); MSc Health Research (RCSI,Ir); Occupational Health (NIOSH); Dip Football Med (FIFA); Cert Shockwave (ISMST); Advanced Shockwave\n\nTwt=own view
## 145                                                                                                                           Policies, not politics â\200“ governance, not government \nIndependent #Asean #journalism based in #Cambodia\nSee https://t.co/75CTDF5ZPh\nDMs open\n#Asean2020VietNam #Aseannews
## 146                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 147                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 148                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 149                                                                                                                                                                  Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 150                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 151                                                                                                                                         WAY is the international coordinating body of #national #youth #councils. We promote the work of youth in various areas.  #Issues #Policy #Advocacy #Empowerment
## 152                                                                                                                                                                                                 Cyber-security hack who designs open-source microprocessors for fun!\nMinds own business at @AesteWorks.
## 153                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 154                                                                                                                                                                   Lifestyle portal of Star Media Group | Feature news on Entertainment, People, Style, Culture, Food, Health, Family, Living and Travel.
## 155                                                                                                                                                                   Lifestyle portal of Star Media Group | Feature news on Entertainment, People, Style, Culture, Food, Health, Family, Living and Travel.
## 156                                                                                                                                                                                                 Official Twitter of the Embassy of the United States of America, Kuala Lumpur, Malaysia. RT ≠ endorse.
## 157                                                                                                                                           We bring you news update on community and CSR Projects in Malaysia\n#CSR #news #Malaysia #corporatesocialresponsibility #community \nContact us with your news
## 159                                                                                                                                           We bring you news update on community and CSR Projects in Malaysia\n#CSR #news #Malaysia #corporatesocialresponsibility #community \nContact us with your news
## 160                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 161                                                                                                                                                                                                                                                                                       Work in Progress..
## 162                                                                                                                                                                                                                             Download Newswav and get all the News that matter to Malaysian in one place.
## 163                                                                                                                                                                                               Market Research Analyst at @GoldenBrokers_\n🗞 Daily financial market news, comments, and trading ideas.
## 164                                                                                                                                                                     We specialize in Ready-To-Eat and Ready-To-Cook meals delivered to your door steps.\nAs add an on, we have special products for men.
## 165                                                                                                                                                                                       Entrepreneur, tech hippie, connector, father of 3, coffee drinker, toy collector base in Penang, Malaysia. #imTECH
## 166                                                                                                                                             Malaysia Web Hosting with Reliable, Secured, Protected Windows & Linux Cloud Hosting, Cloud Storage, Dedicated Server, and many other Web Hosting Solutions!
## 167                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 168                                                                                                                                                                                          I'm a PhD researcher and sci-commer dedicated to conserving forests and other climate action. She/her/hers ðŸŒ\210
## 169                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 170                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 171                                                                                                                                           Get your #eVisa in 24 working hrs | 24X7 expert visa support | Apply #visa now for #Vietnam, #Oman, #UAE, #Kuwait, #Malaysia, #Thailand, #USA, #Russia & more.
## 172                                                                                                                                                                                                                                                                                                         
## 173                                                                                                                                                                                                                                                              (RT≠Endorsement and opinions are our own)
## 174                                                                                                                                     🇲🇾 Official Twitter of Huawei Malaysia. Leader in carrier, enterprise, consumer, cloud, solar and many more ICT solutions. Follow us on Facebook & Instagram.
## 175                                                                                                                                               Xeraya Capital is an independent vehicle to provide agile, capital support via venture capital and private equity to catalyse life sciences breakthroughs.
## 176                                                                                                                                                                    #NetMission is a network of young ambassadors advocating for youth engagement on Internet Governance discourse/ Supported by @dotasia
## 177                                                                                                                                                                                     Digital content creator. Fan of football, true crime and technology. Fast walker, canâ\200\231t whistle. Iâ\200\231m also a Mum.
## 178                                                                                                                                                                                                                                                                                                Soul Food
## 179                                                                                                                                           Get your #eVisa in 24 working hrs | 24X7 expert visa support | Apply #visa now for #Vietnam, #Oman, #UAE, #Kuwait, #Malaysia, #Thailand, #USA, #Russia & more.
## 180                                                                                                                                 Regional Business Support in East Asia 🇹🇷🇸🇬🇲🇾 👩â\200\215💻Mentor🔑Entrepreneur ðŸ“\210Momentum Creator Marketing consultantâœ\215ðŸ\217» 🕉 Freedom 💫🎯
## 181                                                                                                                                                                                                 Official Twitter of the Embassy of the United States of America, Kuala Lumpur, Malaysia. RT ≠ endorse.
## 182                                                                                                                                                                                                                                      News updates from Malaysia's top English-language daily and website
## 183                                                                                                                                                                                 UNDP in Malaysia, Singapore & Brunei: Working to #EndPoverty and support #ClimateAction for a sustainable world #By2030.
## 185                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 186                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 187                                                                                                                                                                                                                                                My tweets are like incoherent compilations of my thoughts
## 188                                                                                                                                                                                                             Educator, Scholar and Political Analyst, Focused on Southeast Asia politics, Global citizen.
## 189                                                                                                                                                                                                                         Malaysian journalist with a passion for justice. \n📧 pearl.lee@twentytwo13.my
## 191                                                                                                                                                                                Tukang goreng at Malaysiakini, tukang karut at Facebook, tukang geletek anak-anak kat rumah, tukang meraban kat Whatsapp.
## 192                                                                                                                                                                            Anno Sabbatico, Ou En Vacances - Demorbis Artificum Diatriba; Cattleya; Terapeuta Holístic@; Neurociência Para 14â\210©45 Anos
## 193                                                                                                                                                                                                                                                                                                     Bruh
## 194                                                                                                                                          CEO/Provost/PVC @UoNMalaysia/@UniOfNottingham. Research interests: Op. Res. & Evol. Computing.  Based in Kuala Lumpur. Views my own. Also tweet as @UNMCProvost
## 195                                                                                                                                     The British Malaysian Chamber of Commerce is a business-led organisation dedicated to promoting its member's interests across 300 member companies. 🇬🇧🇲🇾
## 196                                                                                                                                                                                                                                                              Associate Professor and Rheumatologist@UMSC
## 197                                                                                                                                                                                                                                                                                 Tech, Pop Culture + More
## 198                                                                                                                                                                                                                         We work to make our cities more liveable, resilient, and people-centric ðŸ\217\231🌃
## 199                                                                                                                                         UNU-IIGH undertakes policy research, capacity development, and dissemination of knowledge related to integrating gender with health.\n\n#SDG5forSDG3 #SDG3 #SDG5
## 200                                                                                                                                                                                                                                       According to internet quizzes, I am the Jim Halpert of The Office.
## 201                                                                                                                                                                                                                                                My tweets are like incoherent compilations of my thoughts
## 202                                                                                                                                                 I may have what you need - you may have what I lacked. So let's share ðŸ\230‰ {INFJ-T} #thoughtoftheday #me #saysMe Live LIFE | Coffee â\230•ï¸\217~ ðŸ\230šðŸ‘ŒðŸ\217»
## 203                                                                                                                                                                                                      Asia Pacific Office of the International Federation of #RedCross and #RedCrescent Societies (@IFRC)
## 204                                                                                                                                                                                                      Asia Pacific Office of the International Federation of #RedCross and #RedCrescent Societies (@IFRC)
## 205                                                                                                                                                                                                                                 #YNWA #WeAreLiverpool #ThisMeansMore\nRT is not necessarily endorsement.
## 206                                                                                                                                                  Promotes international trade, investment & entrepreneurship in Malaysia🇲🇾 https://t.co/63rh0RzUuH Instagram: mitimalaysia / Youtube: MITIMalaysia
## 207                                                                                                                                               News, inspiration, and fun for the connected generation in SEA. \n\nFollow us on...\nFacebook: https://t.co/bP7gsSUVT0\nInstagram: https://t.co/CgxoDczLAv
## 208                                                                                                                                                                                                                             Download Newswav and get all the News that matter to Malaysian in one place.
## 210                                                                                                                                                                Malaysian Church News, Malaya News, Global Church News, Other Religious News,\nPapal News, Nuns and Priests News, Global News, Youth News
## 211                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 212                                                                                                                                                                                                                                                                                                         
## 213                                                                                                                                                                                                                                                                                                         
## 214                                                                                                                                              I AM eternal essence embodied absent limits BE'ing and DOing. \nI AM write to express not to impress.\nI AM because YOU ARE.\nI think, therefore I AM\nYNWA
## 215                                                                                                                                          PIC Penggerak Komuniti Negara Parlimen Beruas P068, Clr Majlis Pembandaran Manjung, Activist, 2010-2016 Perkasa Youth Chief/Mantan Ketua Wira Perkasa Malaysia.
## 216                                                                                                                                                                                                                                                                           Designer / Dreamer / Mothercat
## 218                                                                                                                                          FISH is the @CGIAR research program that enhances the contributions of fisheries and aquaculture to reducing poverty and improving food security and nutrition.
## 219                                                                                                                                                                                                                                                              Harnessing research that makes a difference
## 220                                                                                                                       Actor â\200¢ Host â\200¢ Producer 🇲🇾\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nIG:https://t.co/V4WaIDlAEg\n\n\nFB:https://t.co/i8nj5DwrB5
## 221                                                                                                                                                                                                                                                                                              businessman
## 222                                                                                                                                                                                                                                                                                        Everything is ok.
## 223                                                                                                                                                 I may have what you need - you may have what I lacked. So let's share ðŸ\230‰ {INFJ-T} #thoughtoftheday #me #saysMe Live LIFE | Coffee â\230•ï¸\217~ ðŸ\230šðŸ‘ŒðŸ\217»
## 224                                                                                                                                                     We are a non-profit org focused on providing medical relief, sustainable health-related prog & risk reduction activities for vulnerable communities.
## 225                                                                                                                                                                                                                               nothing...but just an ordinary person...venturing the world of Twitters!!!
## 226                                                                                                                                                                                                  Thinker. Problem solver. Do you know how to reduce the cost to make a GB from $1.4 to $0.10? Lets talk!
## 227                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 228                                                                                                                                                                                                                                                                                                         
## 229                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 230                                                                                                                                                                                                                                           Homosapiens, lower-case m muslim, LFC, Prog-rock, Sci-fi buff.
## 231                                                                                                                                          OfficialTwitter of JLPW CROSS BORDER ASIA, an interdisciplinary professional services network of 150 strategic advisers led by law firm Jeff Leong, Poon & Wong
## 232                                                                                                                                                             Breaking news updates from the website of Malaysia's free and largest circulating urban newspaper. Like Thesundaily on Facebook & Instagram.
## 233                                                                                                                                                                                                                                                                                           Love your self
## 234                                                                                                                                                                                                                      I'm a Young Huguan, Indigenous Artiste, Revolutionista and Student of the Universe!
## 235                                                                                                                                            Graduate researcher and Psychologist exploring traditional alcohol in Sabah, Malaysia. Part-time athlete, diver and full time addictions and trauma therapist
## 236                                                                                                                                                                                                                                                                                                         
## 237                                                                                                                                                                                                     E3 Movies Editor\nWedding planner, Actor, Model \nPunjabi Bhangra Coach\nManager At Punjab Entourage
## 238                                                                                                                                                                                                                                                              Harnessing research that makes a difference
## 239                                                                                                                                                                                                                        #SayaAnakMalaysia 🇲🇾 this is my space.. follow me or block me, i don't care
## 241                                                                                                                                                                                                                                      News updates from Malaysia's top English-language daily and website
## 242                                                                                                                                                          Member of Parliament P195 Bandar Kuching,\n\nAsst. Secretary DAP Sarawak.\n\nJust a little ordinary boy aspiring to do extraordinary things! :)
## 243                                                                                                                                                             World Alliance for Breastfeeding Action #WABA: A global network dedicated to the protection, promotion & support of breastfeeding worldwide.
## 244                                                                                                                                          Nothing ever stays the same. Be happy no matter what happens, because change is a big part of life.Don't put One basket for your portfolio buy another platform
## 245                                                                                                                                                                                                                   Full time ETFs, options, and futures trader. Annual returns. 2018: 11.72% 2019: 32.48%
## 246                                                                                                                                   Escapee from Communist Cubatopia. Love our 🇺🇸 Constitution. Substance over statesmanship. Husband of amazing wife. Father. Own research is 🔑 to own opinions!
## 247                                                                                                                                          FISH is the @CGIAR research program that enhances the contributions of fisheries and aquaculture to reducing poverty and improving food security and nutrition.
## 248                                                                                                                                                                                                                                                              Harnessing research that makes a difference
## 249                                                                                                                                        BA in International Relations at @StaffsUni. \ninternship at @aswaqpress. Founder & CEO of SDG camps Libya.Founder & President of @Perpetualpeacef.Views are mine
## 251                                                                                                                                                                                                                                      News updates from Malaysia's top English-language daily and website
## 252                                                                                                                                                                         The Pharmaceutical Association of Malaysia (PhAMA) is an association comprising innovative pharmaceutical companies in Malaysia.
## 253                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 254                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 255                                                                                                                                                                   Lifestyle portal of Star Media Group | Feature news on Entertainment, People, Style, Culture, Food, Health, Family, Living and Travel.
## 256                                                                                                                                           A social enterprise that aims to transform nations through leadership development from cradle to grave. #bealeader\nYour Personalised Leadership Guide👇ðŸ\217»
## 257                                                                                                                                                           EY is a global leader in assurance, tax, transaction and advisory services. The latest news and insights from Malaysia on key business issues.
## 258                                                                                                                                           Follow Us! Get the latest on #ASEAN #geopolitics #4iR #climatechange #womenempowerment #environment #beltandroad and #renewables shaping #SoutheastAsia today.
## 259                                                                                                                                                 Winners of HR Vendor of the Year 2018 #HRVOTHY 2018 & Recruitment Agency of the Year (Gold) #AsiaRecruitmentAwards 2019. Do contact us for more details!
## 260                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 261                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 263                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 264                                                                                                                                                                                               Market Research Analyst at @GoldenBrokers_\n🗞 Daily financial market news, comments, and trading ideas.
## 265                                                                                                                                                                                                                                                      Akaun Twitter Rasmi Muslimah Hizbut Tahrir Malaysia
## 266                                                                                                                                          FISH is the @CGIAR research program that enhances the contributions of fisheries and aquaculture to reducing poverty and improving food security and nutrition.
## 267                                                                                                                                                                                                                                                              Harnessing research that makes a difference
## 268                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 269                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 270                                                                                                                                                                                                        Malaysian. Marketeer. Mayhem-maker. Music-lover. Mad for massages and always searching for magic.
## 271                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 272                                                                                                                                               A publication of the State Secretary's Office, Chief Minister's Department, Sarawak (People, events, activities and programmes of a quality Civil Service)
## 273                                                                                                                               Unix/Linux/Mac â\200¢ VirtualBox/Docker â\200¢ C/C++ â\200¢ PHP/Laravel â\200¢ Javascript/NodeJS â\200¢ PostgreSQL/MySQL â\200¢ HTML/CSS/SASS â\200¢ Electronics â\200¢ IoT HW+SW â\200¢ & much more.
## 274                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 275                                                                                                                                      Grandfather, ex-Executive Director, Android addict,Penang refugee in PJ, not chasing fans.\n#AntiWar ,#antiZionist & #antiKakistocracy\nhttps://t.co/0j6kaof6o5ðŸ\230„
## 276                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 277                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 278                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 279                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 280                                                                                                                                         Industry-owned institute dedicated to producing well-trained, high competence personnel and executives with the required talent in the Islamic finance industry.
## 281                                                                                                                                                                                 UNDP in Malaysia, Singapore & Brunei: Working to #EndPoverty and support #ClimateAction for a sustainable world #By2030.
## 282                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 284                                                                                                                                                                                                  Thinker. Problem solver. Do you know how to reduce the cost to make a GB from $1.4 to $0.10? Lets talk!
## 285                                                                                                                                                                                                     China's national English language newspaper, under the People's Daily. Apps: https://t.co/pKmPtcE99D
## 286                                                                                                                                                                                         Official Twitter account of Daily Express Sabah, an independent national newspaper of East Malaysia (Est. 1963).
## 287                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 288                                                                                                                                     The British Malaysian Chamber of Commerce is a business-led organisation dedicated to promoting its member's interests across 300 member companies. 🇬🇧🇲🇾
## 289                                                                                                                                                                   Lifestyle portal of Star Media Group | Feature news on Entertainment, People, Style, Culture, Food, Health, Family, Living and Travel.
## 290                                                                                                                                                                                 Never expect any favours in return ! Arsenal & Barcelona & All Blacks Fan and Knows a little about western medicine.....
## 291                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 292                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 293                                                                                                                                                              Institut Sukan Negara | National Sports Institute. Malaysia's high performance sports agency. #TeamISN #TeamKBS #TeamMAS #PoweredByISN ðŸ\217…
## 294                                                                                                                                             Brandsynario is a unique digital publication that provides integrated news and information focusing on brands and the latest trends. If it's hot, it's here!
## 295                                                                                                                                                                                                                         - Member of Parliament @SembrongP153\n- Minister of Foreign Affairs @MalaysiaMFA
## 296                                                                                                                                                                                                                                      News updates from Malaysia's top English-language daily and website
## 297                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 298                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 299                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 300                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 301                                                                                                                                                                                                                                      News updates from Malaysia's top English-language daily and website
## 302                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 303                                                                                                                                                                                 Never expect any favours in return ! Arsenal & Barcelona & All Blacks Fan and Knows a little about western medicine.....
## 304                                                                                                                                                                                         Welcome to the official Twitter account of the Australian High Commissioner to Malaysia, Andrew Goledzinowski AM
## 306                                                                                                                                                               focusing on pandemic updates in the Asia-Pacific region by a team of four based in SG, retweets arent endorsement and opinions are our own
## 307                                                                                                                                                                    Casual gamer. Old time fighting game fan. Sometimes play RPG, FPS and TPS. \nFollow gaming stream page at:-\n https://t.co/xDWOZOs4Rz
## 308                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 309                                                                                                                                                                                                                                                                            Live better,More Efforts.....
## 310                                                                                                                                          Liver specialist working in Malaysia. Viral hepatitis, MAFLD, ACLF. Immed Past President Malaysian Society of Gastroenterology and Hepatology. Views are my own
## 312                                                                                                                                                                                                                                                       My religion is respect and love all the religions.
## 313                                                                                                                                                                                                                                                                        saya cina, tipu awak pun tak dosa
## 314                                                                                                                                                                                         Official Twitter account of Daily Express Sabah, an independent national newspaper of East Malaysia (Est. 1963).
## 315                                                                                                                                         All the Malaysian stories that get you talking! 🇲🇾 \nFacebook: SYOK \nInstagram: https://t.co/JZQjceg4AJ\nhttps://t.co/6igkHvd8Xu\nhttps://t.co/FOGXlQsNHj
## 317                                                                                                                                                                                               Environmental Health Scientist at Univ Selangor. Enjoy âš½ï¸\217🧗â\200\215â\231‚ï¸\217ðŸ\217Šâ\200\215â\231‚ï¸\217 [All views my own]
## 318                                                                                                                                                                                                                                                                  Strong but fragile. Just love. No hate.
## 319                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 320                                                                                                                                                                                                           Halal Consultations | Halal Training & Development | Halal Trading | Muslim Friendly Tourism |
## 322                                                                                                                                                                                                                                                                                    nothing is impossible
## 323                                                                                                                                                             Ad geek in #Malaysia & #Vietnam. Work: #mobile #tech #data. Play: #coffee #rockmusic #travel #culture #formula1. **Tweets are personal POV**
## 324                                                                                                                                                                                                                    Founder, Teacher at @stemtrooper / Farmer at @airgrofarms / trying to be @donttrythis
## 325                                                                                                                                                                                 UNDP in Malaysia, Singapore & Brunei: Working to #EndPoverty and support #ClimateAction for a sustainable world #By2030.
## 326                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 327                                                                                                                                         WAY is the international coordinating body of #national #youth #councils. We promote the work of youth in various areas.  #Issues #Policy #Advocacy #Empowerment
## 328                                                                                                                                                                                                                                                                 Auditor. Hamba Allah yang hina. Nov 1991
## 329                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 330                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 331                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 332                                                                                                                                                                  Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 333                                                                                                                                               Sebuah laman komuniti yang berkongsi \nberkenaan Negeri Sarawak\nBumi Kenyalang yang dicintai\nJangan lupa follow dan share untuk mendapatkan info menarik
## 334                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 335                                                                                                                                                                  Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 336                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 337                                                                                                                                                            FoE APac's a formal regional structure of FoEI. Established in November 2008. We currently have a presence in 13 countries within the region.
## 338                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 339                                                                                                                                                                                                      Asia Pacific Office of the International Federation of #RedCross and #RedCrescent Societies (@IFRC)
## 340                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 341                                                                                                                                                         I can't believe i talk for a living but i do... I was a Radio DJ in Malaysia plus Can't believe I played BS Rajhans for P Ramlee The Musical too
## 342                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 343                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 344                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 345                                                                                                                                                                                                  MyFreeView 123 - SLOT ONVIRAL\nFB: onenews\nIG: onenewsonlineofficial\nemail: malaysiaonenews@gmail.com
## 346                                                                                                                                         #TechnicalAnalysis (@birboul): It never troubles the #Wolf how many the sheep may be. -- Virgil --\nPS: #MarketMaker2020 #BNF75 #Leader2Leaders^^ #Birboul_Chart
## 347                                                                                                                                         Brand coach to C level executives, Ministers, DGs & builder of brands from the organisation out not the billboard in. Author 'Stop Advertising, Start Branding'.
## 348                                                                                                                                 Regional Business Support in East Asia 🇹🇷🇸🇬🇲🇾 👩â\200\215💻Mentor🔑Entrepreneur ðŸ“\210Momentum Creator Marketing consultantâœ\215ðŸ\217» 🕉 Freedom 💫🎯
## 349                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 353                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 354                                                                                                                                                         Asia watcher. Bloomberg editor. Foreign Correspondents' Club of Hong Kong member.  Malaysian. Holder of personal opinions. I used to read books.
## 355                                                                                                                                                             China's video news agency affiliated to China Global Television Network and China Media Group. We provide video news and live-stream signal.
## 356                                                                                                                                                         Asia watcher. Bloomberg editor. Foreign Correspondents' Club of Hong Kong member.  Malaysian. Holder of personal opinions. I used to read books.
## 357                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 358                                                                                                                                                                                                                                       CEO of NanoMalaysia - lead nanotechnology commercialization agency
## 359                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 360                                                                                                                                                                                                                                                                              ðŸ\230\200 TEPAT DAN BERINFORMASI
## 361                                                                                                                                                                                                                                                                              ðŸ\230\200 TEPAT DAN BERINFORMASI
## 362                                                                                                                                                                                                                                                                              ðŸ\230\200 TEPAT DAN BERINFORMASI
## 363                                                                                                                                                                                                                                                                              ðŸ\230\200 TEPAT DAN BERINFORMASI
## 364                                                                                                                                                                                                                                                                              ðŸ\230\200 TEPAT DAN BERINFORMASI
## 365                                                                                                                                                                                                                                                                              ðŸ\230\200 TEPAT DAN BERINFORMASI
## 366                                                                                                                                                                                                                                                                              ðŸ\230\200 TEPAT DAN BERINFORMASI
## 367                                                                                                                                                                                                                                                                              ðŸ\230\200 TEPAT DAN BERINFORMASI
## 368                                                                                                                                                                                                                                                                              ðŸ\230\200 TEPAT DAN BERINFORMASI
## 369                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 370                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 371                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 373                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 377                                                                                                                                                                       #ThalaAjith || #MovieGeek || #Marvel #CaptainAmerica ||#Samantha #ShrutiHassan #Vedhika || #PS4 || #Arsenal || Waiting For Valimai
## 378                                                                                                                                            Aerospace Engrâ—‹Founder âœ\210https://t.co/IVR9lqVvST\nZambiaâ\235•Ukraineâ\235•CoteD'Ivoire\n            \nInstagram : a.c.k.s.o.nâ\235•YouTube Channel📸:  Acknology
## 379                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 380                                                                                                                                                                                                                                                       My religion is respect and love all the religions.
## 381                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 383                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 384                                                                                                                                                                                                       We Help Fresh Grads Get Hired!\nCome join https://t.co/qexhkgitpZ and become part of our community
## 385                                                                                                                                                                                                                                                                                 JABATAN PENERANGAN SABAH
## 386                                                                                                                                                        We aim to provide evidence-based information to support journalists to report on complex or controversial science issues that make the headlines.
## 387                                                                                                                                                                Call me Ah Lim. Review books & movies. Reading to me is mind-gasm! Goodreads: jbblkh\nBlogs: https://t.co/HuMJOaPbs3 & https://t.co/5iYos
## 388                                                                                                                                                                          Join Our Telegram Channel '@ IndianMuslims2' .\nI document atrocities committed against Indian Muslim's , from last many year's
## 389                                                                                                                                                                                                 Arts Books Entertainment Fun Holidays Movies Travel Television Pop Culture Trending LGBTQ ðŸ\217³ï¸\217â\200\215ðŸŒ\210
## 390                                                                                                                                                                   Lifestyle portal of Star Media Group | Feature news on Entertainment, People, Style, Culture, Food, Health, Family, Living and Travel.
## 391                                                                                                                                                                                         WHO works w/ gov'ts & partners in Malaysia, Brunei Darussalam and Singapore to sustain universal health coverage
## 392                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 393                                                                                                                                               Head of Mission and WHO Representative to Malaysia, Brunei Darussalam and Singapore. Tweets here are personal views. For official tweets view @WHOMalaysia
## 394                                                                                                                                               Head of Mission and WHO Representative to Malaysia, Brunei Darussalam and Singapore. Tweets here are personal views. For official tweets view @WHOMalaysia
## 395                                                                                                                                               A publication of the State Secretary's Office, Chief Minister's Department, Sarawak (People, events, activities and programmes of a quality Civil Service)
## 396                                                                                                                                         Head of Digital / Digital Editor @DailyExpress_MY | Geopol Risk Consulting Analyst | SEAsian #Security #Conflict #Terrorism #Military | @rcallimachi follows me!
## 397                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 398                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 399                                                                                                                                                           EY is a global leader in assurance, tax, transaction and advisory services. The latest news and insights from Malaysia on key business issues.
## 400                                                                                                                                         Head of Digital / Digital Editor @DailyExpress_MY | Geopol Risk Consulting Analyst | SEAsian #Security #Conflict #Terrorism #Military | @rcallimachi follows me!
## 402                                                                                                                                                                                                                                                                                           ðŸ\217³ï¸\217â\200\215ðŸŒ\210
## 403                                                                                                                                                 The voice of U.S. business in Malaysia. The American Malaysian Chamber of Commerce is an international, non-profit, private-sector business association.
## 405                                                                                                                                                 The voice of U.S. business in Malaysia. The American Malaysian Chamber of Commerce is an international, non-profit, private-sector business association.
## 408                                                                                                                                         All the Malaysian stories that get you talking! 🇲🇾 \nFacebook: SYOK \nInstagram: https://t.co/JZQjceg4AJ\nhttps://t.co/6igkHvd8Xu\nhttps://t.co/FOGXlQsNHj
## 410                                                                                                                                                             Senior Lecturer in Marketing @ UTP; Trainer in value co-creation @ CAPE; Engagement Officer at @ServCollab; Researcher in #service #research
## 411                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 412                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 413                                                                                                                                                                     Views expressed here are my own. | Former @ABSCBNFI_ph @WFP_Philippines @UNHCRPh @WHOPhilippines | Currently supporting @WHOMalaysia
## 414                                                                                                                                                 The voice of U.S. business in Malaysia. The American Malaysian Chamber of Commerce is an international, non-profit, private-sector business association.
## 415 Work in Progress..\n\nThe birdie tweeted to me once - \nउगते हà¥\201à¤\217 सूरज को तो हर कोà¤\210 सलाम करता हà¥\210, साहब। \nहम डूबते हà¥\201à¤\217 को, खà¥\200ंचके उगाने वालों में से हà¥\210ं।
## 416                                                                                                                                           Follow Us! Get the latest on #ASEAN #geopolitics #4iR #climatechange #womenempowerment #environment #beltandroad and #renewables shaping #SoutheastAsia today.
## 419                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 420                                                                                                                                                                                                      Asia Pacific Office of the International Federation of #RedCross and #RedCrescent Societies (@IFRC)
## 421                                                                                                                                                                                                                                    Top Economic News on Policy, Finance, Corporates and Market in China.
## 422                                                                                                                                                                                 Never expect any favours in return ! Arsenal & Barcelona & All Blacks Fan and Knows a little about western medicine.....
## 423                                                                                                                                                                                                                                      Random tweet,keep learning #StayHungryStayFoolish #KandaPujaanDinda
## 424                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 425                                                                                                                                                                       Correspondent of China's Xinhua News Agency based in Malaysia. \nUsual Disclaimer. Views are my own. Tweets/RT/likes≠endorsement
## 426                                                                                                                                                                        Senior Education Journalist at @Study_INTNL and @U_2_B. Malaysian 🇲🇾. Cat mom. Foodie. Drop me a line at sharuna@hybrid.co.
## 427                                                                                                                                          EIAP represents more than 10 million members in 72 education unions affiliated to @eduint in 35 countries of the region striving for Quality Education for all.
## 428                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 430                                                                                                                                                                      #Env | #Sci | #Engrg | #Ecchi #Hentai #Anime | Cranky Wrench-Throwing Party-Pooper | Not A Twatter Slut - U Follow / List I Block |
## 431                                                                                                                                                                                                             Educator, Scholar and Political Analyst, Focused on Southeast Asia politics, Global citizen.
## 432                                                                                                                                                                  Journalist reporting Southeast Asia terrorism, politics, economics, climate change. Tweeting: Wildlife, India, Hong Kong RT#endorsement
## 433                                                                                                                                                                                 Never expect any favours in return ! Arsenal & Barcelona & All Blacks Fan and Knows a little about western medicine.....
## 434                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 435                                                                                                                                                                                                                                                                                                         
## 436                                                                                                                                                             UMNO Supreme Council, Ketua UMNO Bahagian Subang , Founder Of Suara Anak Muda 1Msia, Lovin Daddy 2 Bella&Ryan and Lovin Hubby 2 My Wife Ajay
## 437                                                                                                                                                             UMNO Supreme Council, Ketua UMNO Bahagian Subang , Founder Of Suara Anak Muda 1Msia, Lovin Daddy 2 Bella&Ryan and Lovin Hubby 2 My Wife Ajay
## 438                                                                                                                                          Award winning travel blogger/videographer Geoff Moore. Been in Canada Seychelles Malaysia India Lithuania Scotland Sardinia Charleston Nicaragua. Off to Latvia
## 439                                                                                                                                                                                                      Asia Pacific Office of the International Federation of #RedCross and #RedCrescent Societies (@IFRC)
## 440                                                                                                                                                                        Senior Education Journalist at @Study_INTNL and @U_2_B. Malaysian 🇲🇾. Cat mom. Foodie. Drop me a line at sharuna@hybrid.co.
## 441                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 442                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 445                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 446                                                                                                                                                                                                                                                     Malaysian correspondent for Nikkei Asian Review @NAR
## 447                                                                                                                                                Regional SAP consulting, technology services and outsourcing company with SAP Platinum Partner recognition.Part of the EY Global Network of Member Firms.
## 451                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 452                                                                                                               ð\235•ƒð\235•šð\235•—ð\235•– ð\235•šð\235•¤ ð\235•–ð\235•šð\235•¥ð\235•\231ð\235•–ð\235•£ ð\235•’ ð\235••ð\235•’ð\235•£ð\235•šð\235•Ÿð\235•\230 ð\235•’ð\235••ð\235•§ð\235•–ð\235•Ÿð\235•¥ð\235•¦ð\235•£ð\235•– ð\235• ð\235•£ ð\235•Ÿð\235• ð\235•¥ð\235•\231ð\235•šð\235•Ÿð\235•\230 ð\235•’ð\235•¥ ð\235•’ð\235•\235ð\235•\235 ðŸŒ\210🌻
## 453                                                                                                                                                                                         WHO works w/ gov'ts & partners in Malaysia, Brunei Darussalam and Singapore to sustain universal health coverage
## 455                                                                                                                                                                    Follow us on Exclusive Holiday Deals: https://t.co/b5igTk4Fv2 https://t.co/CVUeU1HFQE https://t.co/OvsI0XLttn https://t.co/srufIoaBmN
## 456                                                                                                                                 FB: bonnynypd888\nIG: bonny_tastyalwaysmalaysia\nTwitter: BonnyNg\nLinkedIn: bonnyng\nYouTube: BonnyNg TV\n\nEmail:\nbonny@eventcompanymalaysia.com\nbonnynypd@gmail.com
## 457                                                                                                                                                                                         WHO works w/ gov'ts & partners in Malaysia, Brunei Darussalam and Singapore to sustain universal health coverage
## 458                                                                                                                                                                                                      Asia Pacific Office of the International Federation of #RedCross and #RedCrescent Societies (@IFRC)
## 460                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 461                                                                                                                                                                                                                                                            Chidananda Rupah... \nShivoham... Shivoham...
## 462                                                                                                                                           Follow Us! Get the latest on #ASEAN #geopolitics #4iR #climatechange #womenempowerment #environment #beltandroad and #renewables shaping #SoutheastAsia today.
## 463                                                                                                                                                    Ipsos is the worldâ\200\231s third-largest market research company operating in 90 markets with more than 18,000 research professionals. #GameChangers #mrx
## 465                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 466                                                                                                                                                                                            A monthly publication that has been the voice of the broadcast and multimedia industry for more than 30 years
## 467                                                                                                                                             Asia Insurance Review was launched in January 1991 to meet the information needs of insurance practitioners in Asia in particular and the rest of the world.
## 468                                                                                                                                                                                         Official Twitter account of Daily Express Sabah, an independent national newspaper of East Malaysia (Est. 1963).
## 469                                                                                                                                         Head of Digital / Digital Editor @DailyExpress_MY | Geopol Risk Consulting Analyst | SEAsian #Security #Conflict #Terrorism #Military | @rcallimachi follows me!
## 470                                                                                                                                           We bring you news update on community and CSR Projects in Malaysia\n#CSR #news #Malaysia #corporatesocialresponsibility #community \nContact us with your news
## 471                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 472                                                                                                                                         PhD(Virology)/Academic(R)/RockefellerFdnFellow(NIAID)/GuestResearcher(NCID)/CosmopolitanCitizenOfDWorld!PASSIONATEAGAINSTINJUSTICE!RTsNotNecessarilyEndorsement!
## 473                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 474                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 475                                                                                                                                                                   Lifestyle portal of Star Media Group | Feature news on Entertainment, People, Style, Culture, Food, Health, Family, Living and Travel.
## 476                                                                                                                                                                                                                      Official Twitter Account For #PrincessRina #MuzikkZone A Malaysian Royalty 🚫PORN
## 477                                                                                                                                             Online Booking Platform for Medical Tourism. Based in KL. Managed by Japanese & Malaysian team. Medical tourism can be more casual and easier for travelers.
## 481                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 482                                                                                                                                                                    Follow us on Exclusive Holiday Deals: https://t.co/b5igTk4Fv2 https://t.co/CVUeU1HFQE https://t.co/OvsI0XLttn https://t.co/srufIoaBmN
## 485                                                                                                                                                      Psychometrics at the Royal College of Surgeons in Ireland (RCSI). Tweets on assessment / measurement, statistics, data science & education. #rstats
## 486                                                                                                                                   Present: â–«ï¸\217Think Tank â–«ï¸\217PhD Candidate | Past: â–«ï¸\217 UN â–«ï¸\217HSBC â–«ï¸\217ADB Bank â–«ï¸\217EU (Netherlands)â–«ï¸\217HKTDC â–«ï¸\217WorldBank | RT≠E | Zoom: MuhitReza
## 487                                                                                                                                         PhD(Virology)/Academic(R)/RockefellerFdnFellow(NIAID)/GuestResearcher(NCID)/CosmopolitanCitizenOfDWorld!PASSIONATEAGAINSTINJUSTICE!RTsNotNecessarilyEndorsement!
## 489                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 492                                                                                                                                         All the Malaysian stories that get you talking! 🇲🇾 \nFacebook: SYOK \nInstagram: https://t.co/JZQjceg4AJ\nhttps://t.co/6igkHvd8Xu\nhttps://t.co/FOGXlQsNHj
## 494                                                                                                                                                                                                                                     Maklumat kesihatan di hujung jari anda. Ingat sihat, ingat MyHealth!
## 497                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 498                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 499                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 500                                                                                                                                                     Global aficionado. Capitalism â\235¤ï¸\217. #AsiaPacific. #Aspergers. Words in @Quillette @SCMPNews @NAR. Opinions my own. Once failed a personality test.
## 501                                                                                                                                                                                                 One of India's largest media companies. Latest news from around the world. Retweets are not endorsements
## 502                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 503                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 504                                                                                                                                                             #Climate Leader|Sustainability|@Asia21Leaders| Alum UNSW,Cambridge |Global Shapers& @WEF Expert Network| Advisor @centgps | @igdoreinstitute
## 505                                                                                                                                                                  Mother of five girls. Wife. Daughter. Sister. Teacher. M.Ed (TESL) Directed Research: Mobile Learning in Hospital School. And yes #YNWA
## 506                                                                                                                                           Award-winning provider of ERP solutions by SAP, Microsoft, Sage, and Netsuite in Singapore. Follow us to stay connected on products, industry trends and more!
## 507                                                                                                                                               A publication of the State Secretary's Office, Chief Minister's Department, Sarawak (People, events, activities and programmes of a quality Civil Service)
## 508                                                                                                                                                                                    Five-time winner of Malaysia's 100 Leading Graduate Employers Award. Follow us for industry-related news & resources.
## 509                                                                                                                                                                                                                             Download Newswav and get all the News that matter to Malaysian in one place.
## 510                                                                                                                                                                                                                                                                         Enjoy your life when you have it
## 511                                                                                                                                                                                                                             A comic artist from Penang, Malaysia who love Arsenal FC and deep fried food
## 512                                                                                                                                                                                                                                                                         Enjoy your life when you have it
## 513                                                                                                                                           Follow Us! Get the latest on #ASEAN #geopolitics #4iR #climatechange #womenempowerment #environment #beltandroad and #renewables shaping #SoutheastAsia today.
## 514                                                                                                                                                                  Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 515                                                                                                                                                                  Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 516                                                                                                                                                            Basic Income Earth Network (BIEN) was founded in 1986 as an international organisation that fosters informed discussion about a Basic Income.
## 517                                                                                                                                                                                                              Country Manager - World Bank Group Inclusive Growth and Sustainable Finance Hub in Malaysia
## 519                                                                                                                                                                                                        The international communication platform for the ASEAN and the "21st century Maritime Silk Road".
## 520                                                                                                                                                                    A public policy think tank based in the historic city of George Town, Penang.\n\nFollow us on Facebook and Instagram @penanginstitute
## 521                                                                                                                                                                                                                 High Commission of Canada in Malaysia Français: @CanadaMalaisie https://t.co/6OGofcz0Kd
## 522                                                                                                                                                           @moorstreetpoet; https://t.co/vAE181sJHa | I write to understand myself, I read to understand the world. | #WomenWriteWeekend #MalaysiaKreatif
## 523                                                                                                                                              I AM eternal essence embodied absent limits BE'ing and DOing. \nI AM write to express not to impress.\nI AM because YOU ARE.\nI think, therefore I AM\nYNWA
## 524                                                                                                                                                                                                                                                     Malaysian correspondent for Nikkei Asian Review @NAR
## 525                                                                                                                                                                                                                         We work to make our cities more liveable, resilient, and people-centric ðŸ\217\231🌃
## 526                                                                                                                                                                                               Market Research Analyst at @GoldenBrokers_\n🗞 Daily financial market news, comments, and trading ideas.
## 527                                                                                                                                                                                                                                                       Displaying the top news on #Malaysia as it happens
## 529                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 530                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 531                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 532                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 533                                                                                                                                                                                                 Official Twitter of the Embassy of the United States of America, Kuala Lumpur, Malaysia. RT ≠ endorse.
## 534                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 535                                                                                                                                            Strategic communications firm specialising in building reputation and influence for SMEs, brands and organisations across Southeast Asia. #GrowProtectMeasure
## 536                                                                                                                                                                                          Malaysia's Thought Leader for matters related to science, engineering, technology & innovation. #25YearsWithASM
## 537                                                                                                                                                                         Malaysian. VC firm partner. UMNO Info Chief, UMNO Youth #2. Forever chasing contradictory pursuits. Dylan & the like enthusiast.
## 538                                                                                                                           https://t.co/U4rHOvEUQR focuses on the What, When, Who and How of a trending story, and helps readers with analyses that go beyond the domain of news. https://t.co/OCtmVDjYfd
## 539                                                                                                                                                                  Journalist reporting Southeast Asia terrorism, politics, economics, climate change. Tweeting: Wildlife, India, Hong Kong RT#endorsement
## 540                                                                                                                                           Follow Us! Get the latest on #ASEAN #geopolitics #4iR #climatechange #womenempowerment #environment #beltandroad and #renewables shaping #SoutheastAsia today.
## 542                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 543                                                                                                                                      Former Thailand & GMS, & managing editor @ https://t.co/yis992Soel. photo-journalist, Walkley Award finalist. Not politically correct. See https://t.co/75CTDF5ZPh.
## 544                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 545                                                                                                                                               A publication of the State Secretary's Office, Chief Minister's Department, Sarawak (People, events, activities and programmes of a quality Civil Service)
## 546                                                                                                                                                                                                      Asia Pacific Office of the International Federation of #RedCross and #RedCrescent Societies (@IFRC)
## 547                                                                                                                                                                     Babies + Fannies, Scans + Smears, Chronicles & Struggles of a Msian Gynae Specialist #twitobgyn\n#covid19-SuperObserver #gynfluencer
## 548                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 549                                                                                                                                           Follow Us! Get the latest on #ASEAN #geopolitics #4iR #climatechange #womenempowerment #environment #beltandroad and #renewables shaping #SoutheastAsia today.
## 550                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 551                                                                                                                                              I AM eternal essence embodied absent limits BE'ing and DOing. \nI AM write to express not to impress.\nI AM because YOU ARE.\nI think, therefore I AM\nYNWA
## 552                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 554                                                                                                                                                                                                                                                                          Newscaster \nTV3 Nightline News
## 555                                                                                                                                                                                                             #Refugee। #Indian। #Kashmiri । #IBMer I #DataAnalyst\n#StayAtHome #StaySafe #WearAMask
## 556                                                                                                                                                                                                                                                                                    👩ðŸ\217»â\200\215âš•ï¸\217🌎
## 557                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 558                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 560                                                                                                                                                                                                                                                                                           ðŸ\217³ï¸\217â\200\215ðŸŒ\210
## 562                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 563                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 564                                                                                                                                          Jack of all trades, master of a bit. Freelance writer, for hire. Oddly obsessed with using commas. Rambles a lot about cars. Generally modest, expect boldness.
## 565                                                                                                                                                           If you are into smartphones, tech, superheroes, video games, movies, general geekery, football, and anything Malaysian, my tweets are for you.
## 567                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 568                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 569                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 571                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 572                                                                                                                                                                                        "Yesterday I was clever, so I wanted to change the world. Today I am wise, so I am changing myself." - J. M. Rumi
## 573                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 574                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 575                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 576                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 577                                                                                                                                          We aspire to perform as a cultivation hub to serve the current and future generation of Malaysian students pursuing the field of Bio-sciences across the world.
## 578                                                                                                                                                                                                                               Happy Brit happily living in Southeast Asia but travels and reads a lot...
## 579                                                                                                                                                                                                                                                                                                Afiz ðŸ¤\215
## 582                                                                                                                                                                               Bharatiya by Heart | वसà¥\201धà¥\210व कà¥\201टà¥\201मà¥\215बकम | Living Hindu Way of Life | Workaholic | Entrepreneur
## 584                                                                                                                                                                                                                                                                            Free and Independent #FMTNews
## 585                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 586                                                                                                                                           Asset Management/Economic Consulting - Film, TV, Commercial & Music Production Services - Partner @ Redux Beverages [Expressed Statements Are Solely Opinions]
## 587                                                                                                                                                         Asia correspondent @Telegraph, based in Taiwan. WASH YOUR HANDS AND DONâ\200\231T TOUCH YOUR FACE. DMs open or find me at nicola.smith@telegraph.co.uk
## 588                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 589                                                                                                                                                                                                                                                       Displaying the top news on #Malaysia as it happens
## 590                                                                                                                                                                   Lifestyle portal of Star Media Group | Feature news on Entertainment, People, Style, Culture, Food, Health, Family, Living and Travel.
## 591                                                                                                                                                                          Native New Yorker/Reformed Asshole, Wall Street Dropout, truth seeker. Wealth is the product of manâ\200\231s capacity to think. LGI.
## 592                                                                                                                                                         Asia watcher. Bloomberg editor. Foreign Correspondents' Club of Hong Kong member.  Malaysian. Holder of personal opinions. I used to read books.
## 593                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 594                                                                                                                                                             World Alliance for Breastfeeding Action #WABA: A global network dedicated to the protection, promotion & support of breastfeeding worldwide.
## 595                                                                                                                                                                                                                                                                                                         
## 596                                                                                                                                                                                                                                                                         Enjoy your life when you have it
## 598                                                                                                                                                                   Lifestyle portal of Star Media Group | Feature news on Entertainment, People, Style, Culture, Food, Health, Family, Living and Travel.
## 599                                                                                                                                                                                                                                                                                               hmmm? 🤔
## 600                                                                                                                                         A Liverpool Fan from Malaysia.. who is also a born-again Christian and has a keen interest in education.. now embracing a political responsibility + catman meow
## 601                                                                                                                                                              @NotAnotherPoll we're just making polls and hopefully triggering people. ;)\nRETWEETING MAJOR POLITICAL AND WORLD EVENTS AND BREAKING NEWS.
## 603                                                                                                                                                                  Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 604                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 605                                                                                                                                             British broadcaster, writer, voiceover.ðŸŽ\231Veteran @LBC Late Show radio host. Former @BBC announcer. Podcaster & Creator of https://t.co/PwYKopFNAH 📰🎧
## 606                                                                                                                                                                                                                                          Journalist. Believes that we can, indeed, 're-wire' our brains.
## 607                                                                                                                                                                                                                               Member of Parliament for Bayan Baru. Former Deputy Minister of Agriculture
## 608                                                                                                                                                        We are a leader in #news for #cybersecurity #hacker , #hacking, #techjobs, #NationalCyberSecurity Download our #app "National Cyber Security 5.0"
## 609                                                                                                                                                                                                                                                                          Got this feeling in my body ...
## 610                                                                                                                                         WAY is the international coordinating body of #national #youth #councils. We promote the work of youth in various areas.  #Issues #Policy #Advocacy #Empowerment
## 611                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 612                                                                                                                                                                                                                         - Member of Parliament @SembrongP153\n- Minister of Foreign Affairs @MalaysiaMFA
## 613                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 614                                                                                                                                                                                                             #Refugee। #Indian। #Kashmiri । #IBMer I #DataAnalyst\n#StayAtHome #StaySafe #WearAMask
## 616                                                                                                                                          â\200œTruth is not what you want it to be; it is what it is.â\200\235 Views are my own and may not be sensible. Any account sending me a promoted tweet will be blocked.
## 618                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 619                                                                                                                                                        Educator interested in COVID-19 science, Social Studies education, Social Justice, Climate Change, & Mental Health Literacy. Opinions are my own.
## 621                                                                                                                                                                Mentor. Passionate about Tech, Rugby and Life. Friend. Father of 2 amazing girls, married to a wonderful woman. All mistakes are  my own.
## 622                                                                                                                                                                                                                                                                         🖤👑 Valedictorian 👑🖤.
## 623                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 626                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 627                                                                                                                                                        We are a leader in #news for #cybersecurity #hacker , #hacking, #techjobs, #NationalCyberSecurity Download our #app "National Cyber Security 5.0"
## 628                                                                                                                                                                                                                                                           Teacher of an International School in Malaysia
## 629                                                                                                                                                                                                                                                                                     Sorry, thinking loud
## 631                                                                                                                                                                                                                               Politic's Just Like Cuisine, Sometimes It Is Delicious, Sometimes Too Sour
## 632                                                                                                                                                                Promoter of @luvkushfinserve ! A SEBI Registered Research Analyst INH000002137 Guest on @cnbcbajar. Rd disclaimer https://t.co/ZTKiSLm98o
## 633                                                                                                                                                                                               Market Research Analyst at @GoldenBrokers_\n🗞 Daily financial market news, comments, and trading ideas.
## 634                                                                                                                                                                                                     Malaysian; Chinese; Seputeh. Banana leaf rice. Dark blue with a yellow star. https://t.co/IzLZbuFT8I
## 635                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 636                                                                                                                                                                                             Institute of Corporate Directors Malaysia (ICDM) serves as the leading influence of excellence in governance
## 638                                                                                                                                            Strategic communications firm specialising in building reputation and influence for SMEs, brands and organisations across Southeast Asia. #GrowProtectMeasure
## 639                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 640                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 641                                                                                                                                                                               Engineer by profession and SAP consultant by hard work, Biryani with cricket will be great treat.\n\n\n:Facebook: /wajid4u
## 642                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 643                                                                                                                                                                              Posts are my personal opinions. Not a trading/investing advice. Educational purposes only. Trade &/ Invest at your own risk
## 644                                                                                                                                                        A journalist with the Hindu Business Line. All views and tweets are personal. Loves journalism, writing, history, economics, writing and teaching
## 645                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 646                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 647                                                                                                                               Digital & Analytics | @SGSMU Masters | Open Source INT | Write @IndiaToday | HBR Advisory Council Member | Blockchain aficionado |  AஅअಅഅఅÃ\200 | Tracking #COVID19
## 648                                                                                                                                                                  R.N.EMBA The future of #children is in the hands of adults #probono photos @uls2017 #Arctic #Environment - Roots in #Lapland #teaâ\235£ï¸\217
## 649                                                                                                                                                                                         WHO works w/ gov'ts & partners in Malaysia, Brunei Darussalam and Singapore to sustain universal health coverage
## 650                                                                                                                                               A publication of the State Secretary's Office, Chief Minister's Department, Sarawak (People, events, activities and programmes of a quality Civil Service)
## 651                                                                                                                                                        Bringing innovation back to HR. Accendo is a HR advisory organisation specialising in organisational selection, development and retaining talent.
## 652                                                                                                                                              Political & Social Analyst. #IndiaFirst Privilege - PM @narendramodi ji follows me. All views are Strictly Personal. RTs are not endorsements #VandeMataram
## 653                                                                                                                                                                                                                                                                             Life to share with happiness
## 655                                                                                                                                                      Agensi Berita Nasional Malaysia, sejak 1967 / Malaysia National News Agency, since 1967 - SUMBER BERITA KEPERCAYAAN ANDA / YOUR TRUSTED NEWS SOURCE
## 656                                                                                                                                         Ind. Journalist write on Agriculture,food,environ \n@MBID_RBSG Indo-German Media Ambassador Tubingen University, view personal, email: jitendra.journo@gmail.com
## 657                                                                                                                                              I AM eternal essence embodied absent limits BE'ing and DOing. \nI AM write to express not to impress.\nI AM because YOU ARE.\nI think, therefore I AM\nYNWA
## 658                                                                                                                                                                             Craving for unbiased and on-point news updates, analysis, and film reviews? Here's our website link: https://t.co/Hv7VntCxkq
## 659                                                                                                                                                                                         WHO works w/ gov'ts & partners in Malaysia, Brunei Darussalam and Singapore to sustain universal health coverage
## 660                                                                                                                                                                                                                             Catch up with us on the latest news, research and more at Deloitte Malaysia!
## 661                                                                                                                                         #Bruker Scientific Instruments (NMR, EPR, MRI, microCT, MS, LCMS, MALDI, TOF, MS-TOF, FTMS, XRD, XRF, FTIR, Raman...) Life Sciences, Pharma, Chemical, Food, QC.
## 662                                                                                                                                                                                 Filtering News Noise - Africa Wins Again - Africa Rising for the Rich - Sinking for the Poor -  RTs are NOT endorsements
## 663                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 664                                                                                                                                We are the Centre for Independent Journalism. We advocate #freedomofexpression 📢 #freespeech ðŸ“\235 #mediafreedom 🖊 and #righttoinformation 🗂 in Malaysia 🇲🇾
## 666                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 667                                                                                                                                              News18 Creative Department l \nData, visual stories, videos, graphics. Also on @cnnnews18 @news18dotcom @forbes_india @firstpost, @moneycontrolcom CNBCtv18
## 669                                                                                                                                                                                         WHO works w/ gov'ts & partners in Malaysia, Brunei Darussalam and Singapore to sustain universal health coverage
## 670                                                                                                                                                                  An Independent news recap show tracking all headlines. Sighting major media sources from Wikipedia... Everyday on all social platforms!
## 671                                                                                                                                                              News That Matter On Malaysians and Malaysia 🇲🇾 Experimenting the â\200\230Broken Windowâ\200\231 theory on Traffic Laws🚦klnewsreport@gmail.com
## 672                                                                       पसà¥\200ने कà¥\200 सà¥\215याहà¥\200 से जो लिखते हà¥\210 इरादों को, उनके मà¥\201कदà¥\215दर के सफ़ेद पनà¥\215ने कभà¥\200 कोरे नहà¥\200 होते'
## 673                                                                                                                                         Spokesperson, @INCKarnataka| Producer, TV & Branded Content| Trustee, Alva Foundation| Former Chairman, Coastal Dev Auth,Kâ\200\231taka| St Stephens | Goldsmiths Alum
## 674                                                                                                                                                                                                                                             AirAsia Foundation Team's musings on social entrepreneurship
## 675                                                                                                                                                   News about society and technology, media deconstruction, Internet, telecom and some world headlines; partly manual (by @micronauta), partly automatic.
## 678                                                                                                                                                                                         WHO works w/ gov'ts & partners in Malaysia, Brunei Darussalam and Singapore to sustain universal health coverage
## 679                                                                                                                                                           If you are into smartphones, tech, superheroes, video games, movies, general geekery, football, and anything Malaysian, my tweets are for you.
## 680                                                                                                                                                                                                                     @SamuraiDataNow CEO | Market Commentator | Entrepreneur | Data Junkie | History Buff
## 681                                                                                                                                                      editor-in-chief https://t.co/Zb8BlZTcFz writing about politics, history, art, music, film, lifestyle, travel. Following + retweeting ≠ endorsing.
## 682                                                                                                                                                            Intelligence, marketing, social media and communications services for ASEAN connectivity & investment in South East Asia. [Ed: Geoffrey Gold]
## 683                                                                                                                                                            Author, blogger & 🚴ðŸš\235 fan. Writes fiction as https://t.co/ct35VJghrI. Tweets #personalfinance, writing,  minimalism & urban farming 🌾
## 684                                                                                                                                                            Education Consultant- Helping students to study in Malaysia🇲🇾|Our services are FREE|Scholarship available|#studyabroad|🇲🇾🇸🇦
## 685                                                                                                                                                                                                                                                                                                         
## 686                                                                                                                                                                                                                                     a dansical Life is key.\nJesus is my guy!\nMD student. \nmultilingue
## 688                                                                                                                                                                                                      Asia Pacific Office of the International Federation of #RedCross and #RedCrescent Societies (@IFRC)
## 689                                                                                                                                                                  Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 690                                                                                                                                               A publication of the State Secretary's Office, Chief Minister's Department, Sarawak (People, events, activities and programmes of a quality Civil Service)
## 691                                                                                                                                                 "After all it really is all of humanity that is under threat during a pandemic." ~ Margaret Chan\nLatest Verified News and updates #COVID19 #coronavirus
## 692                                                                                                                                                                                                                                                                    Busy Being Better. Malaysian 🇲🇾
## 693                                                                                                                                                                                                                                                      Akaun Twitter Rasmi Muslimah Hizbut Tahrir Malaysia
## 694                                                                                                                                Malaysian Aborigine 🇲🇾 | Welfare Thaumaturge👽 | Educated liberal Anglophile🎓 | Ultracrepidarian Sufis🛸| Frequent Business Class Occasion First Class Flyer
## 695                                                                                                                                                            Rotary Malaysia unites friends, neighbours and problem solvers to take action and improve lives in communities across Malaysia and the globe.
## 696                                                                                                                                                                  Saluran berita 24 jam Malaysia.\nFollow dan interaksi bersama kami untuk berita terkini.\n#AWANInews\nTelegram: https://t.co/x5Kb67aNVd
## 697                                                                                                                                                           If you are into smartphones, tech, superheroes, video games, movies, general geekery, football, and anything Malaysian, my tweets are for you.
## 698                                                                                                                                            JRS in an international non-governmental organisation that seeks to accompany, serve, and advocate the cause of refugees and other forcibly displaced people.
## 699                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 700                                                                                                                                              EY Consulting Managing Partner, ASEAN and Malaysia. Digital transformation & strategy, change management, innovation, mentor, adventurer. Views are my own.
## 702                                                                                                                                                                                                                                                                       Customer Hotline : 0389273332/3330
## 703                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 704                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 705                                                                                                                                                                                                             #Refugee। #Indian। #Kashmiri । #IBMer I #DataAnalyst\n#StayAtHome #StaySafe #WearAMask
## 706                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 707                                                                                                                                          â–ŒStay UpToDate - The Hawk is One of India's topmost English Dailies. Latest news from India and around the world. Published From Haridwar UK & Saharanpur UP.
## 708                                                                                                                                                                                                                                  just ordinary but can be extraordinary. a spade will always be a spade.
## 709                                                                                                                                                                                                                                  just ordinary but can be extraordinary. a spade will always be a spade.
## 710                                                                                                          Daily #🄲🄾🅅🄸🄳🅃ðŸ…\201🄰🄹🄴🄲🅃🄾ðŸ…\201ðŸ…\210 tweets on #🄲🄾🅅🄸🄳19 activities. Charts and opinions. 'All models are wrong, but some are useful.'-George Box.
## 711                                                                                                          Daily #🄲🄾🅅🄸🄳🅃ðŸ…\201🄰🄹🄴🄲🅃🄾ðŸ…\201ðŸ…\210 tweets on #🄲🄾🅅🄸🄳19 activities. Charts and opinions. 'All models are wrong, but some are useful.'-George Box.
## 712                                                                                                                                                                                                                                               Writer, Editor, Blogger, Consultant. Politics and society.
## 713                                                                                                                                                                                                                                  Championing Women's Sexual and Reproductive Health and Rights #SRHR4All
## 714                                                                                                                                         Embark on my journey of excellent food, travel, fashion, lifestyle and business. Sharing tips & strategies. #Followme #ShafiqGhazie #Lifestyle #Travel #Business
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## 725                                                                                                                                                                                                                                                                             untuk masa depan anak cucuku
## 726                                                                                                                                                                                                                                                                              ðŸ\230\200 TEPAT DAN BERINFORMASI
## 727                                                                                                                                                                                                                                                                              ðŸ\230\200 TEPAT DAN BERINFORMASI
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## 730                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
## 731                                                                                                                                                                                                                                                                              ðŸ\230\200 TEPAT DAN BERINFORMASI
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## 750                                                                                                                                         A Liverpool Fan from Malaysia.. who is also a born-again Christian and has a keen interest in education.. now embracing a political responsibility + catman meow
## 751                                                                                                                                                       Malaysian Chinese New Zealander, geek, yeast & wine researcher. Best Auckland Restaurant 2018 Venn diagram (dropbox link): https://t.co/o1evzET0Dr
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## 753                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
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## 755                                                                                                                                                                                                                                               23 ll\nA Student of the Law âš–ï¸\217 ||\nFootball addict âš½
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## 757                                                                                                                                                                                                                                                                            Truth, Integrity and Research
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## 759                                                                                                                                                  Infectious Diseases Physician 🩺🔬🇲🇾      |       MSc IHTM ðŸŒ\217 @UniofOxford â\200\23121 | @WeidenfeldSchol 🎓Tweets(&typo)=mine|RT≠endorsement
## 760                                                                                                                                      BMC Associate Editor, Food Scientist, Nutritionist\nMMedSci Human Nutrition (Glasgow)\nPhD Human Nutrition (Otago)\nPostdoc (Medical Science) (Uni. Sains Malaysia)
## 762                                                                                                                                                      Journalist reporting Southeast Asia politics, terrorism, climate change @SouthChinaMorningPost. Tweeting: Hong Kong, India, wildlife RT#endorsement
## 763                                                                                                                                                                                                                                                    Fresh handpicked content everyday.\n\n#EvolveEveryday
## 764                                                                                                                                                          Yozzo is a ICT consulting firm, who provides consultancy service for #MVNO #Telecoms operators, #Broadcasters, Regulators and Investment Firms.
## 765                                                                                                                                          Live. Field CIO, Partner - @DellTech Select #DigitalTransformation. Tweets are my PoV #EDM #EatSleepTranceRepeat #44Con #Malaysian #Peranakan #Alita #Menopause
## 766                                                                                                                                                                                                               Asia's top luxury travel magazine since 2001. \nVisit our website: https://t.co/GjIEmjyCCs
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## 771                                                                                                                                                                                        Consulate General of Malaysia Melbourne Operating Hours: 9.00am-3.00pm (Monday-Friday except for Public Holidays)
## 772                                                                                                                                               A publication of the State Secretary's Office, Chief Minister's Department, Sarawak (People, events, activities and programmes of a quality Civil Service)
## 773                                                                                                                                          FISH is the @CGIAR research program that enhances the contributions of fisheries and aquaculture to reducing poverty and improving food security and nutrition.
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## 776                                                                                                                                         WAY is the international coordinating body of #national #youth #councils. We promote the work of youth in various areas.  #Issues #Policy #Advocacy #Empowerment
## 777                                                                                                                                                                                        Profesor (Jabatan Perubatan Keluarga) di @perdana_univ , Penyampai Radio @raidionalife dan Penulis Cerita Pendek.
## 778                                                                                                                                                                                Food/car enthusiast. // \nThe opinions I express here are not associated with my friends, family, and/or employer. #onted
## 779                                                                                                                                                                                                                                                                                      malacca malaysia 24
## 780                                                                                                                                             Adjunct Professor @swinburne â\200¢\nProfessor + Head of School @swinburnesarawak â\200¢\nHonoree TOYM @jcimalaysia â\200¢\nYoungest Professor #malaysiabookofrecords
## 781                                                                                                                                                                                     News, views and up-to-date reports from Malaysia's premier news source. All that and more at https://t.co/S8jbx5pMaF
## 782                                                                                                                                           Follow Us! Get the latest on #ASEAN #geopolitics #4iR #climatechange #womenempowerment #environment #beltandroad and #renewables shaping #SoutheastAsia today.
## 783                                                                                                                                                                                                             #Refugee। #Indian। #Kashmiri । #IBMer I #DataAnalyst\n#StayAtHome #StaySafe #WearAMask
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## 794                                                                                                                                             HappyWater - Water Delivery and Water Dispenser Rental for Home and Office Kuala Lumpur, Malaysia. Contact us at : 03-4043 4090 or Email: info@happywater.my
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## 797                                                                                                                                                                                                      Asia Pacific Office of the International Federation of #RedCross and #RedCrescent Societies (@IFRC)
## 798                                                                                                                                    SAY WHAT YOU MEAN & MEAN WHAT YOU SAY\n\nTrue luxury is #love #friendship #health = #money can't buy\n\nWARNING: I'm not politically correct\n#Resist #RemoveTrumpNow
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## 800                                                                                                                                               News, inspiration, and fun for the connected generation in SEA. \n\nFollow us on...\nFacebook: https://t.co/bP7gsSUVT0\nInstagram: https://t.co/CgxoDczLAv
## 801                                                                                                                                          Zoologist/Entomologist interested in bioacoustics, biodiversity informatics and rainforest bugs. Field work in Ecuador (Amazonia), Argentina, Malaysia (Borneo)
#Function to find the optimum no. of clusters
optimal_cluster_plot <- function(data, iterations=5, seed=222){
  
  #Set within-sum-of-squares for a single cluster
  wss <- (nrow(data)-1)*sum(apply(data,2,var))
  
  #Iterate up to 10 clusters and measure wss.
  for (i in 2:iterations){
    set.seed(seed)
    wss[i] <- sum(kmeans(data, centers=i)$withinss)
  }
  
  #Plot wss for each value of k and find the elbow
  plot(1:iterations, wss, type="b", xlab="Number of Clusters",
       ylab="Within groups sum of squares", col="red")
}

#Execute the function
optimal_cluster_plot(tdm)