Municipal waste management is crucial for sustainable urban development. Efficient waste management can lead to economic savings, reduced environmental impact, and improved public health. With its diverse regions and varied urbanization levels, the target country provides an ideal case study to explore the factors influencing the efficiency of waste management.

Tweets related to India's demonetization policy were examined in R to identify if the Twitter user's were positive or negative about the rather controversial monetry policy.

Experiments with time series

The in-built dataset "mtcars" has been used. The data were first summarized and a linear regression was developed.The relationship between the different variables has been plotted as scatterplot

Using dplyr for summarizing data

Scatterplots using ggplot. Applying plyr and dplyr

Learning to use ggplot2 with the diamonds data set

I have used the forest type mapping data from the UCI ML repository to explore 3 machine learning algorithms to build a forest classification type model. The said model proposes to classify the 4 forest types found in a forest in Japan using 27 spectral predictor variables derived from ASTER. This is a typical classification model. UCI provided us with both test and training data; we build the model on the training data and test its accuracy on the test data.

Reproducible Research- assignment 2