Difference between revisions of "ANLY482 AY2016-17 T2 Group10 Project Overview: Data"
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==<div style="background: #ffffff; padding: 17px;padding:0.3em; letter-spacing:0.1em; line-height: 0.1em; text-indent: 10px; font-size:17px; text-transform:uppercase; font-weight: light; font-family: 'Century Gothic'; border-left:8px solid #1b96fe"><font color= #000000><strong>Data Summary</strong></font></div>== | ==<div style="background: #ffffff; padding: 17px;padding:0.3em; letter-spacing:0.1em; line-height: 0.1em; text-indent: 10px; font-size:17px; text-transform:uppercase; font-weight: light; font-family: 'Century Gothic'; border-left:8px solid #1b96fe"><font color= #000000><strong>Data Summary</strong></font></div>== | ||
<div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Century Gothic, Open Sans, Arial, sans-serif; border-radius: 7px; text-align:left; font-size: 15px"> | <div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Century Gothic, Open Sans, Arial, sans-serif; border-radius: 7px; text-align:left; font-size: 15px"> | ||
− | + | With the understanding of our sponsor’s motivations, our team sets in motion the data wrangling process – one that encompasses data cleaning, transformation and integration to obtain a consolidated JMP data table used for further analysis. For this research study, we have obtained a year’s worth of data from 2016. It consists of information on invoices, call details, employees and customers – each of which described in the summary table below | |
+ | |||
<br /> | <br /> | ||
<center> | <center> | ||
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</tr> | </tr> | ||
<tr> | <tr> | ||
− | <td style="border-right:1px solid #7fcdbb;text-align:center;width:20%"> | + | <td style="border-right:1px solid #7fcdbb;text-align:center;width:20%">Call Details</td> |
− | <td style="border-right:1px solid #7fcdbb;text-align:center;width:60%"> | + | <td style="border-right:1px solid #7fcdbb;text-align:center;width:60%">Information on actual interaction between Sales Reps, Sale Targets for a Product Brand </td> |
<td style="border-right:1px solid #7fcdbb;text-align:center;width:20%">42915</td> | <td style="border-right:1px solid #7fcdbb;text-align:center;width:20%">42915</td> | ||
</tr> | </tr> | ||
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</tr> | </tr> | ||
<tr> | <tr> | ||
− | <td style="border-right:1px solid #7fcdbb;text-align:center;width:20%"> | + | <td style="border-right:1px solid #7fcdbb;text-align:center;width:20%">Employee</td> |
− | <td style="border-right:1px solid #7fcdbb;text-align:center;width:60%"> | + | <td style="border-right:1px solid #7fcdbb;text-align:center;width:60%">Information on employees and their teams - “Therapy Area” </td> |
− | <td style="border-right:1px solid #7fcdbb;text-align:center;width:20%"> | + | <td style="border-right:1px solid #7fcdbb;text-align:center;width:20%">237</td> |
</tr> | </tr> | ||
<tr> | <tr> | ||
<td style="border-right:1px solid #7fcdbb;text-align:center;width:20%">HCP</td> | <td style="border-right:1px solid #7fcdbb;text-align:center;width:20%">HCP</td> | ||
− | <td style="border-right:1px solid #7fcdbb;text-align:center;width:60%"> | + | <td style="border-right:1px solid #7fcdbb;text-align:center;width:60%">Information on individual doctors</td> |
<td style="border-right:1px solid #7fcdbb;text-align:center;width:20%">5871</td> | <td style="border-right:1px solid #7fcdbb;text-align:center;width:20%">5871</td> | ||
</tr> | </tr> | ||
<tr> | <tr> | ||
<td style="border-right:1px solid #7fcdbb;text-align:center;width:20%">HCO</td> | <td style="border-right:1px solid #7fcdbb;text-align:center;width:20%">HCO</td> | ||
− | <td style="border-right:1px solid #7fcdbb;text-align:center;width:60%"> | + | <td style="border-right:1px solid #7fcdbb;text-align:center;width:60%">Information on clinics, organizations</td> |
<td style="border-right:1px solid #7fcdbb;text-align:center;width:20%">4425</td> | <td style="border-right:1px solid #7fcdbb;text-align:center;width:20%">4425</td> | ||
</tr> | </tr> |
Revision as of 11:11, 15 April 2017
Data Summary
With the understanding of our sponsor’s motivations, our team sets in motion the data wrangling process – one that encompasses data cleaning, transformation and integration to obtain a consolidated JMP data table used for further analysis. For this research study, we have obtained a year’s worth of data from 2016. It consists of information on invoices, call details, employees and customers – each of which described in the summary table below
File Name | Description | No. of Rows |
Call Details | Information on actual interaction between Sales Reps, Sale Targets for a Product Brand | 42915 |
Invoice Details | Transactions of product purchases by Sales Targets | 110372 |
Employee | Information on employees and their teams - “Therapy Area” | 237 |
HCP | Information on individual doctors | 5871 |
HCO | Information on clinics, organizations | 4425 |
Data Dictionary
The data dictionary is available here