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![Page 1: proj_plots](https://reader033.fdocuments.in/reader033/viewer/2022042819/55c57559bb61eb76358b4791/html5/thumbnails/1.jpg)
Stat. 4868/6610 Data Visualization Name: ___Christina Huang________
Department of Statistics and Biostatistics (print First Last )
CSU East Bay Class Number:___STAT 6610________
Source: January, 2011 to February, 2015 from China Labour Bulletin website.
1. b. The time plot for each Location by Tableau
China Labour Strikes (2011-2015)Beijing LabourStrikes 2011-2015
Chongqing LabourStrikes 2011-2015
Guangdong LabourStrikes 2011-2015
Shanghai LabourStrikes 2011-2015
Labour Strikes TimeSeries 2011-2015
Labour StrikesComparison2011-2015
2011 2012 2013 2014 2015Year
0
5
10
15
20
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China Labour Strikes (2011-2015)Beijing LabourStrikes 2011-2015
Chongqing LabourStrikes 2011-2015
Guangdong LabourStrikes 2011-2015
Shanghai LabourStrikes 2011-2015
Labour Strikes TimeSeries 2011-2015
Labour StrikesComparison2011-2015
2011 2012 2013 2014 2015Year
0
5
10
15
20
China Labour Strikes (2011-2015)Beijing LabourStrikes 2011-2015
Chongqing LabourStrikes 2011-2015
Guangdong LabourStrikes 2011-2015
Shanghai LabourStrikes 2011-2015
Labour Strikes TimeSeries 2011-2015
Labour StrikesComparison2011-2015
2011 2012 2013 2014 2015Year
0
50
100
150
200
250
300
![Page 3: proj_plots](https://reader033.fdocuments.in/reader033/viewer/2022042819/55c57559bb61eb76358b4791/html5/thumbnails/3.jpg)
1. c. Nne plot with all four Locations on the time plot in different colors by Tableau
China Labour Strikes (2011-2015)Chongqing LabourStrikes 2011-2015
Guangdong LabourStrikes 2011-2015
Shanghai LabourStrikes 2011-2015
Labour Strikes TimeSeries 2011-2015
Labour StrikesComparison2011-2015
Labour Strikes Map2011-2015
2011 2012 2013 2014 2015Year
0
10
20
30
40
China Labour Strikes (2011-2015)Guangdong LabourStrikes 2011-2015
Shanghai LabourStrikes 2011-2015
Labour Strikes TimeSeries 2011-2015
Labour StrikesComparison2011-2015
Labour Strikes Map2011-2015
2011 2012 2013 2014 2015Year
0
50
100
150
200
250
300
Shanghai
Guangdong
LocationsBeijing
Chongqing
Guangdong
Shanghai
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1. d. The clustered bar graph for the data by Tableau.
Optional stacked up bar graph:
China Labour Strikes (2011-2015)Guangdong LabourStrikes 2011-2015
Shanghai LabourStrikes 2011-2015
Labour Strikes TimeSeries 2011-2015
Labour StrikesComparison2011-2015
Labour Strikes Map2011-2015
Year
2011 2012 2013 2014 2015
0
50
100
150
200
250
300
54
642
154
125 2
243
13 10 11
301
20
44
22
42
5 86
Measure NamesBeijing
Chongqing
Guangdong
Shanghai
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1. e. The screen shots of each year from the dynamic bubble graph by Tableau are show below:
China Labour Strikes (2011-2015)Guangdong LabourStrikes 2011-2015
Shanghai LabourStrikes 2011-2015
Labour Strikes TimeSeries 2011-2015
Labour StrikesComparison2011-2015
Labour Strikes Map2011-2015
Guangdong54
Shanghai6
Beijing2
LocationsBeijing
Chongqing
Guangdong
Shanghai
Num Strikes2
100
200
301
Year of Year2011
Show History
China Labour Strikes (2011-2015)Guangdong LabourStrikes 2011-2015
Shanghai LabourStrikes 2011-2015
Labour Strikes TimeSeries 2011-2015
Labour StrikesComparison2011-2015
Labour Strikes Map2011-2015
Beijing5
LocationsBeijing
Chongqing
Guangdong
Shanghai
Num Strikes2
100
200
301
Year of Year2012
Show History
![Page 6: proj_plots](https://reader033.fdocuments.in/reader033/viewer/2022042819/55c57559bb61eb76358b4791/html5/thumbnails/6.jpg)
China Labour Strikes (2011-2015)Guangdong LabourStrikes 2011-2015
Shanghai LabourStrikes 2011-2015
Labour Strikes TimeSeries 2011-2015
Labour StrikesComparison2011-2015
Labour Strikes Map2011-2015
Beijing13
LocationsBeijing
Chongqing
Guangdong
Shanghai
Num Strikes2
100
200
301
Year of Year2013
Show History
China Labour Strikes (2011-2015)Guangdong LabourStrikes 2011-2015
Shanghai LabourStrikes 2011-2015
Labour Strikes TimeSeries 2011-2015
Labour StrikesComparison2011-2015
Labour Strikes Map2011-2015
Beijing20
LocationsBeijing
Chongqing
Guangdong
Shanghai
Num Strikes2
100
200
301
Year of Year2014
Show History
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China Labour Strikes (2011-2015)Guangdong LabourStrikes 2011-2015
Shanghai LabourStrikes 2011-2015
Labour Strikes TimeSeries 2011-2015
Labour StrikesComparison2011-2015
Labour Strikes Map2011-2015
Guangdong42
Chongqing6
Shanghai8
Beijing5
LocationsBeijing
Chongqing
Guangdong
Shanghai
Num Strikes2
100
200
301
Year of Year2015
Show History
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2. The screen shots of each year from the dynamic bubble graph using google Chart Tools are shownbelow:
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Appendix1. The data were collected from January, 2011 to February, 2015 from China Labour Bulletin(http://maps.clb.org.hk/strikes/en). Data were recorded as monthly and saved in Excel spreadsheetformat. Two data sets (labour.csv and labour.alt.csv) were then generated by R codes to created plots inTableau.
# Project 01#install.packages("xlsx", dependencies=TRUE)#install.packages("lubridate", dependencies=TRUE)#install.packages("zoo")library(xlsx)library(lubridate)library(zoo)
# 1a.strikes = read.xlsx("I:/STAT6610/Homework/project1/proj01_strikes.xlsx", sheetName="Labour",
as.data.frame=TRUE,header=TRUE)
# calculate strikes by year by locations# This is to make one plot with all four Locations on the time plot in different colors.# Also for dynamic bubble graph and stacked up bar graph.year=rep(c("2011/12/31","2012/12/31","2013/12/31","2014/12/31", "2015/02/28"),4)locations=rep(c("Beijing","Chongqing","Guangdong","Shanghai"),each=5)num_strikes=numeric(length(year))for (i in 1:length(year)){
num_strikes[i]=sum(strikes$Strikes[which(year(strikes$Date)==year(year[i])& (strikes$Locations==locations[i]))])
}labour=data.frame(year, locations, num_strikes)write.csv(labour, "I:/STAT6610/Homework/project1/labour.csv",row.names=FALSE )
# create another data set for individual bar graph and cluster bar graphYear=c("2011/12/31","2012/12/31","2013/12/31","2014/12/31", "2015/02/28")Beijing=num_strikes[1:5]Chongqing=num_strikes[6:10]Guangdong=num_strikes[11:15]Shanghai=num_strikes[16:20]labour.alt=data.frame(Year,Beijing,Chongqing,Guangdong,Shanghai)write.csv(labour.alt, "I:/STAT6610/Homework/project1/labour.alt.csv",row.names=FALSE)
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labour.csv
2. R code to produce the dynamic bubble graph using google Chart Tools.install.packages("googleVis")library(googleVis)labour=read.csv("I:/STAT6610/Homework/project1/labour.csv",header=TRUE,sep=",")
# create another data set for dynamic bubble graph using google Chart ToolsYear = year(labour$year)locations=labour$locationsnum_strikes=labour$num_strikeslabour.g=data.frame(locations, Year, num_strikes)M1 <- gvisMotionChart(labour.g, idvar="locations", timevar="Year",
sizevar="num_strikes")plot(M1)