EMC Training on Water Quality data analysis and interpretation on 25th August, 2010 EMC Training Water Quality Monitoring – An Introduction. Filling Data Gaps, Data validation & Descriptive Statistics. Graphs & Plots. Data smoothing, Trend analysis and Harmonic analysis of data. Bivariate_analysis-correlation regression.