In quantitative investigations, descriptive and inferential analytic techniques are used. Both are used to give statistical analysis of collected data. Qualitative investigations use qualitative data analysis. In lieu of using statistical methods, qualitative analysis involves comprehending the collected data and classifying it into themes and subthemes; no statistical tools are used. While qualitative analysis categorizes obtained data, descriptive and inferential analyses as statistical methods provide distinct results. The purpose of descriptive analysis is to simply explain, summarize, and identify patterns in variables. Inferential exploration requires a comprehensive statistical approach because it comprises conducting a regression analysis, correlation analysis, and variance computation. I first found these many research tools to be complicated. Due to certain parallels and significant variations, these research instruments are difficult to grasp when you study them for the first time. Surprisingly, they are simple to comprehend if you have mastered the fundamentals of research. These diverse sorts of analysis have unique objectives and play a vital role in research, which I find to be both tough and fascinating, given that they first looked identical to me. Nursing research is crucial for sustaining quality of life and enhancing healthcare services. Appropriate data analysis is crucial for establishing the veracity of study results. For instance, post-operative studies on the significance o of beta-blockers may be done. A result