Difference between revisions of "Assignment ZUOANNA Task 1"

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== Data Preperation ==
 
=== Know Your Data ===
 
=== Know Your Data ===
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! Station !! Timeseries(Original records for each year) !! Consolidation(Exclude title)
 
! Station !! Timeseries(Original records for each year) !! Consolidation(Exclude title)

Revision as of 19:54, 15 November 2018

Spatio-temporal Analysis of Official Air Quality

Data Preperation

Know Your Data

Station Timeseries(Original records for each year) Consolidation(Exclude title)
Station 9421 2013_Day(358),2014_Day(365), 2015_Day(357),2016_HD(464),2017_HV(777),2018_H(5965) 8,280 Records
Station 9484 ggplot2 is a system for declaratively creating graphics, based on The Grammar of Graphics. You provide the data, tell ggplot2 how to map variables to aesthetics, what graphical primitives to use, and it takes care of the details.
Station 9572 Methods for Cluster analysis.
Station 9616 Best criterion returns the best index value according to a specified criterion.
Station 9642 ggmap is a package to show the spatial data visualization. It can retrieve various online sources (e.g. Google Maps) for user to download and use as layers within the ggplot2 plotting system.
Station 60881 Convert a data frame (containing a panel dataset, where rows are observations and columns are time periods) into an Edward Tufte-inspired "slopegraph" using either base or ggplot2 graphics.