Please note that part one of the directions has been complete, I just need the summary report done and have attached the ‘Python Script’ to this.
For this project, you will submit the Python script you used to make your calculations and a summary report explaining your findings.
Python Script: To complete the tasks listed below, open the Project One Jupyter Notebook link in the Assignment Information module. Your project contains the NBA data set and a Jupyter Notebook with your Python scripts. In the notebook, you will find step-by-step instructions and code blocks that will help you complete the following tasks:
Choose and create a data visualization.
Calculate descriptive statistics including mean, median, min, max, variance, and standard deviation.
Construct confidence intervals for a population proportion and a population mean.
Summary Report: Once you have completed all the steps in your Python script, you will create a summary report to present your findings. Use the provided template to create your report. You must complete each of the following sections:
Introduction: Set the context for your scenario and the analyses you will be performing.
Data Visualization: Identify and interpret your chosen data visualization.
Descriptive Statistics: Identify and interpret measures of central tendency and variability.
Confidence Intervals: Identify and interpret the lower and upper limits of confidence intervals.
Conclusion: Summarize your findings and explain their practical implications.
What to Submit
To complete this project, you must submit the following:
Your Jupyter Notebook Python script contains all the statistical analyses you completed for this project. You downloaded your work as an HTML file. Review the file to make sure that every step and all your outputs are included. Submit the HTML file as part of your submission. Review the Jupyter Notebook in Codio Tutorial in the Supporting Materials section if you need help.
Summary Report Zip File
Use the provided template to create your summary report. The template contains guiding questions to help you complete each section. Be sure to remove these questions before submitting your report. Your summary report should be submitted as a 3- to 5-page Microsoft Word document. It should include an APA-style cover page and APA citations for any sources used. Use double spacing, 12-point Times New Roman font, and one-inch margins.
The following resource(s) may help support your work on the project:
Document: Jupyter Notebook in Codio Tutorial PDF
This tutorial will help you become familiar with the Jupyter Notebook interface. You will learn how to open, complete, save, and download your Jupyter Notebook for this project.
Shapiro Library: APA Style Guide
This guide will help you format your cover page and references according to APA style. You are not required to use external resources for this project. However, if you do use any resources, you must cite them in APA format.
Project One Rubric
Criteria Exemplary (100%) Proficient (85%) Needs Improvement (55%) Not Evident (0%) Value
Python Script: Statistical Calculations N/A Accurately calculates descriptive statistics and confidence intervals, and creates data visualizations by executing the appropriate functions in the programming environment (100%) Shows progress toward proficiency, but with errors or omissions (55%) Does not attempt criterion (0%) 10
Summary Report: Data Visualization Exceeds proficiency by writing with exceptional clarity, insight, and mastery of statistical terminology (100%) Reports data visualization by identifying its type, discussing the range of the data, and explaining appropriate measures of central tendency (85%) Shows progress toward proficiency, but with errors or omissions (55%) Does not attempt criterion (0%) 25
Summary Report: Descriptive Statistics Exceeds proficiency by writing with exceptional clarity, insight, and mastery of statistical terminology (100%) Reports descriptive statistics by identifying each statistic and discussing its implications (85%) Shows progress toward proficiency, but with errors or omissions (55%) Does not attempt criterion (0%) 25
Summary Report: Confidence Intervals Exceeds proficiency by writing with exceptional clarity, insight, and mastery of statistical terminology (100%) Reports confidence intervals by identifying the upper and lower limits and interpreting their meaning and results in terms of statistical significance (85%) Shows progress toward proficiency, but with errors or omissions (55%) Does not attempt criterion (0%) 25
Summary Report: Introduction and Conclusion Exceeds proficiency by writing with exceptional clarity, insight, and mastery of statistical terminology (100%) Communicates all ideas by presenting context, as well as summarizing and interpreting the practical implications of the results (85%) Shows progress toward proficiency, but with errors or omissions (55%) Does not attempt criterion (0%) 10
Articulation of Response Exceeds proficiency in an exceptionally clear, insightful, sophisticated, or creative manner (100%) Clearly conveys meaning with correct grammar, sentence structure, and spelling, demonstrating an understanding of audience and purpose (85%) Shows progress toward proficiency, but with errors in grammar, sentence structure, and spelling, negatively impacting readability (55%) Submission has critical errors in grammar, sentence structure, and spelling, preventing understanding of ideas (0%) 5
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