APLICAÇÃO DE MÉTODOS ESTATÍSTICOS EXPLORATÓRIOS, PCA E HCA, PARA ANÁLISE DE DADOS EM UMA INDÚSTRIA DE SANEANTES DO ESTADO DE GOIÁS

Abstract

This research aimed to analyze the application of exploratory statistical methods, in particular the PCA and HCA methods, in the analysis of data related to the production management in a chemical industry of household sanitation. The chemical industries of cleaning products, also known as sanitizing industries, shows a great market growth and consequently competitiveness, thus forcing the improvement in their productive performance. The software used in this analysis was the digital (commercial and managing system) and the "STATÍSTICA", version 7.0 (system of statistical calculations). The data are related is the 3A Química e Farmacêutica Ltda, located in the city of Caturaí, state of Goiás. Twelve months of the year 2016. The following variables were established: quantities produced and effectively sold of sanitizers in plastic gallons of 20 liters, 25 liters, 50 liters, 200 liters, 240 liters, gallons of can Iron) of 200 liters, boxes with 04 gallons of 05 liters; numbers of employees involved; cost with electric energy and global gross billing. The results obtained were analyzed through graphs and statistical tables, which represent three large groups of samples and effectively pointed to July as the most productive month of the year. It has also been shown that the rainy months are effectively the months of lower performance, which indicates a new strategy to be developed for improving this period and also considering that the production of boxes with 02 gallons of 5 liters and plastic gallons with 25 liters should be implemented to make the results even better. In this way, a methodology for the implementation of new packaging was consolidated in obtaining the improvement of productivity and performance in an industry of sanitation sector in the State of Goiás.