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← Back to Analyze
1 Data Import
2 Analyze
3 Dashboard & Curation

Data Import & Project Setup

Load your dataset and select the variables for your project.

📄
Click or drag a CSV file here
Max 2 MB • .csv files only
0 of 0 variables selected

Topline Preview

Review your variables, explain your rationale, then generate your report.

Changing your variable selection will reset analysis progress for removed variables.

Clean Your Data

Survey responses often come as text (e.g. "Strongly Agree"). Recode them to numbers so you can calculate averages and build charts. Likert scales, ordinal ranges, and multi-select columns are auto-detected.

Variable Summary

Did Not Respond

Some students skipped questions. By default these non-responses are dropped from charts and stats. You can label them all at once instead.

What is Data Cleaning?

Survey answers are stored as text — words like "Strongly Agree" or "Female." But math requires numbers. You can't calculate an average of words.

Cleaning means translating text responses into numbers so you can calculate averages, compare groups, and build charts. Each variable type needs a different approach:

Likert Scale — "Strongly Disagree" to "Strongly Agree" becomes 1 to 5
📋 Checklist — Multiple selections become a count of how many were picked
Multiple Choice — Each category gets assigned a numeric code
Open-Ended — Free text analyzed by reading for themes, not by numbers

Click a variable on the left to see how it gets cleaned.

Analyze Your Data

Explore variables one at a time, then examine relationships.

Reviewing your selected variables. Change selection in Data Import

0 variables ready for analysis

Explore One Variable

What story does a single variable tell? Pick one and look closely.

Select Chart Type to Build

Click a chart type above to build your chart. You can switch types anytime — your edits will be preserved.

How To Preserve Your Work
  1. Generate a chart using the controls above.
  2. Keep it by clicking Keep Current Chart — this saves it to your gallery below.
  3. Edit a kept chart by clicking its thumbnail in the gallery. Change settings, then click Update Chart to save your changes.
  4. Publish your best charts to the dashboard by clicking the pin icon or Publish to Dashboard.
  5. Your work auto-saves whenever you keep, update, or publish a chart.

Multivariate

Layer a third variable to see how groups behave differently.

Select Chart Type to Build

Click a chart type above to build your chart. You can switch types anytime — your edits will be preserved.

How To Preserve Your Work
  1. Generate a chart using the controls above.
  2. Keep it by clicking Keep Current Chart — this saves it to your gallery below.
  3. Edit a kept chart by clicking its thumbnail in the gallery. Change settings, then click Update Chart to save your changes.
  4. Publish your best charts to the dashboard by clicking the pin icon or Publish to Dashboard.
  5. Your work auto-saves whenever you keep, update, or publish a chart.

Build a Visual

Select Chart Type to Build

Click a chart type above to build your chart. You can switch types anytime — your edits will be preserved.

How To Preserve Your Work
  1. Generate a chart using the controls above.
  2. Keep it by clicking Keep Current Chart — this saves it to your gallery below.
  3. Edit a kept chart by clicking its thumbnail in the gallery. Change settings, then click Update Chart to save your changes.
  4. Publish your best charts to the dashboard by clicking the pin icon or Publish to Dashboard.
  5. Your work auto-saves whenever you keep, update, or publish a chart.

Compare Two Research Variables

Is there a relationship between attitude A and attitude B?

Select Chart Type to Build

Click a chart type above to build your chart. You can switch types anytime — your edits will be preserved.

How To Preserve Your Work
  1. Generate a chart using the controls above.
  2. Keep it by clicking Keep Current Chart — this saves it to your gallery below.
  3. Edit a kept chart by clicking its thumbnail in the gallery. Change settings, then click Update Chart to save your changes.
  4. Publish your best charts to the dashboard by clicking the pin icon or Publish to Dashboard.
  5. Your work auto-saves whenever you keep, update, or publish a chart.

Select a question to generate a thematic analysis. Finalized analyses can be added to your Topline.

Click a question above to start your first analysis.

Dashboard & Curation

Style your charts, add favorites to your dashboard, and publish a shareable link.

Theme & Style

Celtic Gold
NOLA Pride
Classic Academic
High Contrast
Ocean Blue

Custom Colors

Labels

Options

Add charts from the Build tab to your dashboard to see them here, organized by analysis level.

You have unsaved changes — click Save to keep your work.
GUEST MODE — Your work is NOT being saved. Log in to keep your work.

Edit Project

Combine Categories

Add to Topline