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<img src="/uploads/upload/image/5200/direct/1576603244147-Advanced%20editor%20badge.png" alt="Protobi Advanced Editor certification badge with Protobi logo above 'Advanced Editor' text in blue, featuring circular emblem with pencil icon in dark gray on white background, surrounded by blue double-circle border." style="width: 120px;" class="fr-fic fr-dib"> Congratulations! You've completed the Advanced editor tutorials and you're ready to apply what you've learned to your projects. As you use Protobi check off each concept you're able to to apply to your own analysis. **Below is a checklist** of knowledge acquired in the Advanced editor category. Once you have completed the tasks on the checklist you can certify yourself as an Advanced Editor. <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse; width: 100%; margin-right: calc(0%);" width="595"><tbody><tr><td class="xl68" height="24" style="color: black; font-size: 19px; font-weight: 700; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-image: initial; border-top: 0.5pt solid gray; border-right: 0.5pt solid gray; border-bottom: none; border-left: 0.5pt solid gray; height: 18pt; width: 90.2655%;" width="85.3781512605042%">Complete the challenge: </td><td class="xl66" rowspan="2" style="color: black; font-size: 19px; font-weight: 700; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; text-align: center; vertical-align: middle; border-image: initial; border-top: 0.5pt solid gray; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-left: none; width: 9.5575%;" width="14.621848739495798%">Check</td></tr><tr><td class="xl67" height="21" style="color: rgb(34, 102, 171); font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-image: initial; border-top: none; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-left: 0.5pt solid gray; height: 16pt; width: 90.2655%;">Use these concepts in your own Protobi projects</td></tr><tr><td class="xl64" height="21" style="color: rgb(56, 76, 96); font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-left: 0.5pt solid gray; border-image: initial; height: 16pt; border-top: none; width: 90.2655%;">1. Split text responses at delimiter</td><td class="xl63" style="color: black; font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-image: initial; border-top: none; border-left: none; width: 9.5575%;"><br></td></tr><tr><td class="xl64" height="21" style="color: rgb(56, 76, 96); font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-left: 0.5pt solid gray; border-image: initial; height: 16pt; border-top: none; width: 90.2655%;">2. Use transform to condense multiple text responses</td><td class="xl63" style="color: black; font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-image: initial; border-top: none; border-left: none; width: 9.5575%;"><br></td></tr><tr><td class="xl64" height="21" style="color: rgb(56, 76, 96); font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-left: 0.5pt solid gray; border-image: initial; height: 16pt; border-top: none; width: 90.2655%;">3. Set a weight scheme </td><td class="xl63" style="color: black; font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-image: initial; border-top: none; border-left: none; width: 9.5575%;"><br></td></tr><tr><td class="xl64" height="21" style="color: rgb(56, 76, 96); font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-left: 0.5pt solid gray; border-image: initial; height: 16pt; border-top: none; width: 90.2655%;">4. Trim</td><td class="xl63" style="color: black; font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-image: initial; border-top: none; border-left: none; width: 9.5575%;"><br></td></tr><tr><td class="xl64" height="21" style="color: rgb(56, 76, 96); font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-left: 0.5pt solid gray; border-image: initial; height: 16pt; border-top: none; width: 90.2655%;">5. Winsorize</td><td class="xl63" style="color: black; font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-image: initial; border-top: none; border-left: none; width: 9.5575%;"><br></td></tr><tr><td class="xl64" height="21" style="color: rgb(56, 76, 96); font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-left: 0.5pt solid gray; border-image: initial; height: 16pt; border-top: none; width: 90.2655%;">6. Zero fill via data process</td><td class="xl63" style="color: black; font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-image: initial; border-top: none; border-left: none; width: 9.5575%;"><br></td></tr><tr><td class="xl64" height="21" style="color: rgb(56, 76, 96); font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-left: 0.5pt solid gray; border-image: initial; height: 16pt; border-top: none; width: 90.2655%;">7. Customize date format </td><td class="xl63" style="color: black; font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-image: initial; border-top: none; border-left: none; width: 9.5575%;"><br></td></tr><tr><td class="xl64" height="21" style="color: rgb(56, 76, 96); font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-left: 0.5pt solid gray; border-image: initial; height: 16pt; border-top: none; width: 90.2655%;">8. Calculate ratio</td><td class="xl63" style="color: black; font-size: 16px; font-weight: 400; font-style: normal; text-decoration: none; font-family: "Helvetica Neue"; vertical-align: bottom; border-right: 0.5pt solid gray; border-bottom: 0.5pt solid gray; border-image: initial; border-top: none; border-left: none; width: 9.5575%;"><br></td></tr></tbody></table> **Need some help?** Find the answers to the challenges below: 1\. Review [Splitting text responses](/intermediate-editor/splitting-text-responses). 2\. Review [Transform](/intermediate-editor/transform) and [Condense text verbatims](/text-open-end-questions/condense-text-open-ends). 3\. Review [Weights](/intermediate-editor/weights). 4\. and 5. Review [Extreme values: Winsorize, trim or retain?](/intermediate-editor/extreme-values-winsorize-trim-or-retain) 6\. Review [Replacing missing values with zeros](/intermediate-editor/zero-filling). 7\. Review [Date/time values](/intermediate-editor/datetime-values). 8\. Review [Calculating ratios](/edit-access/ratios).
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