Statistics contains the development of procedures and tests used to describe the variability characteristic of data, the probabilities of certain results, and the errors and doubts related to these results. Some statistics are influenced, some are based on beliefs and still others are false. A common misunderstanding is that statistics provide a certain degree of proof that something is correct. Alternatively, statistics provide a measure of the probability of observing a certain outcome. It is easy to mistreat statistical analysis, even to the point of making mistakes, because statistics does not familiarize us with the organized or systematic errors that can be introduced into data, whether deliberately or not. There are many related variables in the statistical numbers that the person analyzing the information does not perceive, and without further clarification and supporting data, one may simply assume a bad hypothesis and the scientific data could be presented as facts rather than like a coincidence. If the origin from which the data was collected was not accurate, it will reflect a false, partial statistic based on incorrect information, but individuals who may later understand that the data source does not was not accurate, and as a result, incorrect data is published. Because statistics deal with facts and figures, they often seem more conclusive and less doubtful than factual arguments, but facts can easily be swayed in favor of someone's opinions. In the last political elections in the United States, many mistakes were made. statistical data in ballots as Election Day approaches that misrepresents the American community. From a statistical point of view, one could assume that only the disadvantaged min...... middle of paper...... size, or how selection took place. This is a statement that uses detached statistics. In conclusion, there is no basis for deciding the accuracy of a given statistical distribution. Even if rational and logical proof were provided, it will still be provided by the system that first announced the propaganda. Statistics can only be supported if taken on a small scale, because the larger the scale, the more perplexing they become and the more people dismiss them because of their complexity, or fall for them like a prayer and achieve the goals that the publisher set when he/she published it. Misleading or misinterpreted statistics can have an undesirable influence on individuals who use the data, because having bad information can lead people to form unfair opinions and make poor choices that can cost them dearly or create major setbacks..