The data resulting from scientific experiments will not be the same every time. Data fluctuates for a variety of reasons, and this is why experimentation require multiple trials. We also need statistics to organize that data.
Statistics are used to show the meaning of the results objectively, but cases of fraud result when they are abused. Recently, there has been less cheating, such as drawing a Graph line drawn by least squares method in a handwritten graph because data is processed on a computer. However, there is the cheating that occurs when picking and choosing results from the data stage to match the claims you want to convey or to improve an experiment’s accuracy. In addition, the image of a graph obtained using image editing software may be manipulated to adjust the error bar. Statistics are useful as a means to objectively present the results of research, but they can also be used to falsify results.
If you don’t get the results you want, it might be because of your analysis method or a result of a calculation mistake. Before getting involved in corruption, you should consult with your friends and teachers.