Difference between revisions of "APA Final Progress"
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* Outbound Count: At this stage, we are focusing on relationship analysis (between two employees) rather than individual analysis within a network. We may need this column in the second half of our project. | * Outbound Count: At this stage, we are focusing on relationship analysis (between two employees) rather than individual analysis within a network. We may need this column in the second half of our project. | ||
* Subject: We are only using email data, and hence this will always have a value of 'em'. Hence keeping it will be redundant. | * Subject: We are only using email data, and hence this will always have a value of 'em'. Hence keeping it will be redundant. | ||
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<ul> | <ul> | ||
<li> Exploration of network : filtered for internal employees only</li> | <li> Exploration of network : filtered for internal employees only</li> |
Revision as of 15:13, 23 February 2017
Preliminary analysis
Before Cleaning
Additionally, we also found several system email addresses that can potentially skew the data (due to mass emails). Hence, we decided to eliminate emails to and from these email addresses as well. Below, we have listed some of the email addresses and the number of times they occurred in the data set.
Further, we removed columns that we do not need in our analysis. These include:
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