Data Analysis/Statistical analysis/Data Visualization In this report paper, you will explore in detail one of the statistical learning techniques or data mining (if you have the background) approaches

Posted: March 11th, 2022

Data Analysis/Statistical analysis/Data Visualization In this report paper, you will explore in detail one of the statistical learning techniques or data mining (if you have the background) approaches

Data Analysis/Statistical analysis/Data VisualizationFind a data set, generate your topic based on the type of dataset and what questions you want to answer from the dataset. The following task need to be performed:Data SelectionData Preparation tasksData Exploration and visualizationData Analysis (Explain the Statistical methods you used in the project)Discussion and Summarization of the work and resultsYour report is base on the hands-on project.Section 1: Discuss Topic Background (Citations are required)Section 2: Data Analysis (SPSS, MS Excel, R Studio – R language, etc.)•        Describe the fields of the dataset.•        Create a summary of stats for the dataset.•        Discuss the Min, Max, Median, and Mean of the continuous fields.•        Discuss the Counts and Percentages of the categorical fields. (ex. Pie Chart)•        Discuss any missing data elements.Section 3: Data Visualizations (SPSS, MS Excel, R Studio – R language – Library: ggplot2)•        Graphs: Bar Plot, Box Plot, Scatter Plot, and Histogram•        Label: X-Axis, Y-Axis, and Titles•        Discuss: Plot, Breakout, Drilldown, and Position (only Bar Plot)•        Findings: What story is presented in the visualizations?Section 4: Discuss Findings•        Compare (Similar)•        Contrast (Difference)•        Conclusion of the findingsSection 5: Reference List•        At least 2 References