Mananai SaengsuwaninTowards Data ScienceAnalyzing Twitter user networkAnalyzing the Twitter user network using centrality and community detection algorithms.7 min read·Jun 23, 2022--1--1
Mananai SaengsuwaninTowards Data ScienceUsing genetic algorithm for COVID-19 data analysisA genetic algorithm is a stochastic process for optimization or search problems. It is an algorithm inspired by natural selection and…10 min read·Apr 19, 2022----
Mananai SaengsuwaninTowards Data ScienceForecasting the COVID-19 trend using the SEIR modelWrite a Java program to analyze COVID-19 data and forecast a trend.10 min read·Oct 5, 2021--1--1
Mananai SaengsuwaninTowards Data ScienceUsing Neo4j graph database to analyze Twitter dataWe will develop an application to collect Twitter data, store them in the Neo4j graph database. Then, we would analyze the data using some…12 min read·Apr 13, 2021--3--3
Mananai SaengsuwaninTowards Data ScienceBuilding a user classifier using Twitter dataBuild a classifier by using a random forest learning method. Train it with Twitter data.5 min read·Nov 4, 2020--1--1
Mananai SaengsuwaninAnalytics VidhyaBuilding Twitter Conversation GraphWriting a Java application to retrieve tweets containing current place trend words. Extracting conversations. Then, building a network…6 min read·Oct 19, 2020----
Mananai SaengsuwaninTowards Data ScienceBuilding a network graph from Twitter dataWriting Java apps to collect Twitter data and visualising it in a graph.7 min read·Oct 6, 2020--1--1