Global Climate Analytics

Manura Dissanayake WQD170050

      & Buddhika Sameera WQD170051

WQD7001 - Data Science Principles  

"2017-12-19"

clim

Objective

Climate data is being collected from varies sensors installed across the world and they are publicly available from different organizations including government and non-governmental institutions. By applying proper analytics on this data, it can be derived meaningful insights and predictions for the wellbeing of general public.

Data Sources

world bank

Data Structures

Reasponse Variables

Presipitation Data
pr Year Month Country ISO3 ISO2
71.0606 1991 1 AFG NA NA
Temperature Data
tas Year Month Country ISO3 ISO2
17.4435 1991 1 BGD NA NA

Explanatory Variables

Explanatory Variables
Country.code Country.name Series.code Series.name SCALE Decimals X1990 X1991 X1992 X1993 X1994 X1995 X1996 X1997 X1998 X1999 X2000 X2001 X2002 X2003 X2004 X2005 X2006 X2007 X2008 X2009 X2010 X2011 NA_COUNT
ABW Aruba AG.LND.EL5M.ZS Land area below 5m (% of land area) 0 1 29.57 NA NA NA NA NA NA NA NA NA 29.57 NA NA NA NA NA NA NA NA NA NA NA 20
Final Data Structure
Country.code Year Country.name BX.KLT.DINV.WD.GD.ZS EG.USE.COMM.GD.PP.KD EG.USE.PCAP.KG.OE EN.ATM.CO2E.KT EN.ATM.CO2E.PC EN.ATM.CO2E.PP.GD.KD EN.URB.MCTY.TL.ZS IE.PPI.TELE.CD IS.ROD.PAVE.ZS NY.GDP.MKTP.CD SP.POP.GROW SP.POP.TOTL SP.URB.GROW SP.URB.TOTL PR.MIN PR.MAX PR.MEAN TAS.MIN TAS.MAX TAS.MEAN
ABW 1990 Aruba NA NA NA 1840.83 29.62 NA NA NA NA NA 1.82 62147 1.78 31259.94 NA NA NA NA NA NA
ABW 1991 Aruba 21.19 NA NA 1928.84 29.84 NA NA NA NA 872067022 3.94 64642 3.34 32321.00 NA NA NA 26.4470 29.4490 28.07801
ABW 1992 Aruba -3.86 NA NA 1723.49 25.24 NA NA NA NA 958659238 5.48 68286 4.88 33938.14 NA NA NA 26.7466 29.1196 28.10882

Shiny Application

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