Flowchart and Notes One Assignment

Statistics Project Instructions:

Having completed the analytic plan, it is now time to map out the initial steps needed to create a clean, well-described, analytic data set from which you will
eventually build your final model.
Using PowerPoint, Visio, Word, or a similar flowcharting tool, create a visual diagram of the steps to be taken for examining the source data. Indicate the
source(s) of the data, quality checks, and data cleaning to be performed. Additionally, include written notes explaining the flow chart and capturing your data
approach.
If you have any questions after reading through the feedback on this assignment, reach out to your instructor. Remember that your instructor is a resource you
should utilize throughout the course.
Make sure to include the following critical elements in your flowchart.
Critical Elements
Identify source for each data set
Identify any necessary steps for importing or converting data
Indicate steps for checking data quality, including missing or invalid data
Indicate steps for exploring distributions of numeric variables
Indicate steps for exploring levels of categorical variables
Indicate any steps in which alterations to the data may be performed.
Guidelines for Submission: Submit your flowchart in whichever flowcharting tool you prefer (e.g., PowerPoint, Visio, Word). Include the image of the flowchart
along with the written notes as either a Microsoft Word document or a PDF.

Statistics Project Sample Content Preview:

2-2 Flowchart And Notes One Assignment
Name
Institution
2012471226887Testing Collinearity and Interactions: source online/primary subjects00Testing Collinearity and Interactions: source online/primary subjects2-2 Flowchart And Notes One Assignment
42869229175Alteration; cross tabulation0Alteration; cross tabulation3838575262255Converting data by considering the varaibles and goals0Converting data by considering the varaibles and goals208597544323000
301925239527004676775262890
-28575177800Regression0Regression
4400550218440Data cleaning to check qualityData cleaning to check quality
100012520700900
2251494135530Graphicalresults to explore distributions of numeric variables00Graphicalresults to explore distributions of numeric variables3152775193040
Figure 1: Flowchart
The source of the data set includes online sources for the 30 variables under analysis. The data will be extracted from reliable sources based on inclusion and exclusion criteria, such as limiting the sources to those linked to the topic. In this case, the criteria will apply during the data mining process to obtain the information. The raw data is easily accessible via databases and will be helpful in the study. Other alternative includes open-source datasets that apply to the topic under study. Databases are the best since they contain a considerable amount of analytic data set. The source will be checked for authenticity and usefulness in the research.
Several steps are crucial for importing or converting data. The first is to determine the goal of the analysis. This will guide the type of data that needs to be collected and the required format. The process of converting data also has to consider the tools being used during the data analysis. This means that the data has to be in a format that can work with the data analysis tools. The final step of converting or importing data is to check that it is saved and that a backup copy i...

Updated on January 26, 2024

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Flowchart and Notes One Assignment

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