  Stock market investment have been an ideal form of investment for many years.
Investing capitals smartly in stock market yields high profit returns. But
there are many companies available in a market. Currently there are more than
$345$ active companies who have stocks in Dhaka Stock Exchange (DSE). Analyzing
all these companies is quite impossible. However, many companies tend to move
together. This study aims at finding which companies in DSE have a close
connection and move alongside each other. By analyzing this relation, the
investors and traders will be able to analyze a lot of companies' statistics
from a calculating just a handful number of companies. The conducted experiment
yielded promising results. It was found that though the system was not given
anything other than technical data, it was able to identify companies that show
domain specific outcomes. In other words, a relation between technical data and
fundamental data was discovered from the conducted experiment.
