HeatMap on Edges in the Network. Where, I colored the edges according to their weight.

Social Network Analysis

Panel data analysis. Regression analysis. simple regression. Quadratic regression.

ARIMA - GARCH model for house price index. ARMA-EGARCH model

1 - Define your nodes. 2 - How did you define the relation between them? 3 - Is your network directed or undirected, why? 4 - Is your network weighted? If so, how do you define your weights? 5 - Which of the following calculation are meaningful in your network? Explain the reason. 6 - Which of the following centrality measures are applicable to your network? Explain the reason.7 - Put the screen-shot(s) of your network that you think that gives the best look (be sure that you colored your picture and arrange the size of the nodes according to a meaningful measure and give the measure)

Student Performance Analysis. Alcohol Consumption Analysis.

There are two types of clustering, namely non-fuzzy clustering (hard clustering) and fuzzy clustering (soft clustering). The most basic difference between the two types of clustering is that in non-fuzzy clustering (hard custering), each data will be divided into several groups and each data point can only be held in 1 cluster. In contrast to fuzzy clustering (soft clustering), each data point has the opportunity to be owned by more than 1 cluster. Here, below I've performed Fuzzy c-means clustering on the sample data between 1931 to 1940.

In this document, I've performed descriptive analysis of dataset.

Here, I describe the stock analysis of 100 companies from the period of 2018 through 2020. The goals of this analysis is to understand the trends in the stock values of these companies and identify between stock prices and ESG ratings. The scope of this analysis is solely descriptive and is to pave a way which leads to asking questions that would encourage further investigation. Moreover, I have also performed Panel data regression analysis to test the findings.

Community Detection, Modularity, Comparisons and

Here, I have analyzed USairports network data.

Social Network Analysis using R

Here, in this tutorial, I have analyzed Karate Club.