The basic principles of modem mathematical methods of data analysis are studied on example of spruce forests algological communities. Clustering analysis, ordination and the graphs theory were used to investigate alga communities. It was shown that they have changed under the impact of heavy metals and oil products. Alga diversity drop and changes in algal group structure were registered.