Jianhua Huang
---
### CO2 Emission from Powerplants
Jianhua Huang
load('/NAS/jhuang/course/coursea//DevelopingDataProducts/devproj/global.rda')
library(googleVis);library(reshape2);library(knitr)
dt.EC <- subset(EIA_CAMD2002, County == 'Salt Lake')
dt.EC.L <- cbind(dt.EC, LatLong=paste(dt.EC$Latitude,dt.EC$Longitude,sep=':'))
dt.CA <- subset(CA2002, County== 'Salt Lake')
dt.CHL <- subset(CHL2002, ORISPL%in%dt.CA$ORISPL)
dt.E <- subset(E2002, COUNTY == 'Salt Lake')
dt.E.t <- reshape(dt.E[, 1:19], direction = 'long', varying = list(8:19),
v.names= 'CO2_ton', timevar= 'Month',
idvar = colnames(dt.E)[1:7])
dt.E <- data.frame(Year_Mon = as.Date(paste(2002, dt.E.t$Month, '01', sep = '-')),
dt.E.t[,-1])
---
## Load library and process data
```{r,message=FALSE,warning=FALSE}
load('/NAS/jhuang/course/coursea//DevelopingDataProducts/devproj/global.rda')
library(googleVis);library(reshape2);library(knitr)
dt.EC <- subset(EIA_CAMD2002, County == 'Salt Lake')
dt.EC.L <- cbind(dt.EC, LatLong=paste(dt.EC$Latitude,dt.EC$Longitude,sep=':'))
dt.CA <- subset(CA2002, County== 'Salt Lake')
dt.CHL <- subset(CHL2002, ORISPL%in%dt.CA$ORISPL)
dt.E <- subset(E2002, COUNTY == 'Salt Lake')
dt.E.t <- reshape(dt.E[, 1:19], direction = 'long', varying = list(8:19),
v.names= 'CO2_ton', timevar= 'Month',
idvar = colnames(dt.E)[1:7])
dt.E <- data.frame(Year_Mon = as.Date(paste(2002, dt.E.t$Month, '01', sep = '-')),
dt.E.t[,-1])
```
---
## Powerplants in Salt Lake: Overview
```{r,echo=FALSE,message=FALSE,warning=FALSE,results='asis'}
# load('/NAS/jhuang/course/coursea//DevelopingDataProducts/devproj/global.rda')
# library(googleVis);library(reshape2);library(knitr)
#
# dt.EC <- subset(EIA_CAMD2002, County == 'Salt Lake')
# dt.EC.L <- cbind(dt.EC, LatLong = paste(dt.EC$Latitude, dt.EC$Longitude, sep = ':'))
GEC<- gvisMap(dt.EC.L, 'LatLong', c('Plant Name'),
options=list(showTip=TRUE, enableScrollWheel=TRUE,
heigth = 800, mapType='hybrid'))
print(GEC, tag = 'chart')
```
---
## Powerplants in Salt Lake: Hourly Emission
```{r,echo=FALSE,message=FALSE,warning=FALSE,results='asis'}
# load('/NAS/jhuang/course/coursea//DevelopingDataProducts/devproj/global.rda')
# library(googleVis);library(reshape2);library(knitr)
#
# dt.CA <- subset(CA2002, County== 'Salt Lake')
# dt.CHL <- subset(CHL2002, ORISPL%in%dt.CA$ORISPL)
GC <- gvisAnnotatedTimeLine(data = dt.CHL, datevar = 'POSIX', numvar = 'value', idvar = 'ORISPL',
options = list(width = 800, legendPosition = 'newRow'))
print(GC, tag = 'chart')
```
---
## Powerplants in Salt Lake: Monthly Emission
```{r,echo=FALSE,message=FALSE,warning=FALSE,results='asis'}
# load('/NAS/jhuang/course/coursea//DevelopingDataProducts/devproj/global.rda')
# library(googleVis);library(reshape2);library(knitr)
# dt.E <- subset(E2002, COUNTY == 'Salt Lake')
# dt.E.t <- reshape(dt.E[, 1:19], direction = 'long', varying = list(8:19),
# v.names= 'CO2_ton', timevar= 'Month', idvar = colnames(dt.E)[1:7])
# dt.E <- data.frame(Year_Mon = as.Date(paste(2002, dt.E.t$Month, '01', sep = '-')),
# dt.E.t[,-1])
GE <- gvisMotionChart(dt.E, idvar = 'PLANT_NAME', timevar = 'Year_Mon',
xvar = 'Month', yvar = 'CO2_ton', colorvar = 'COUNTY')
print(GE, tag = 'chart')
```
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