Use the code and data set provided to mine the data. You will document in a repo

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Use the code and data set provided to mine the data. You will document in a report the results of each step of the text mining process, analyze the word cloud that is created and interpret the results. Consider how the word cloud reflects the meaning of the message.
report should include the following:
Code walk through: In this section provide a step-by-step explanation of how the code is interacting with and/or transforming the data. Provide examples from the output to support your explanations.
Analysis: Based on the output, analyze the data and the relationships revealed about the variables of interest. Explains the insights provided by the output. Use visualizations to support your analysis.
Interpretation and Recommendations: Interpret the results of your analysis and explain what the results mean for the data owner. Provide recommendations for actions to be taken based on your interpretation. Support those with the data. Explain why and what explicit variables you suggest incorporating.

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