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# Evaluating Data from a Form
A client has been testing a [small form](../../../../2-Working-With-Data/08-data-preparation/index.html) to collect some basic information about their customer base. They have shared their findings with you to validate the data they have gathered. You can open the `index.html` page in your browser to review the form.
You have been provided with a [dataset of csv records](../../../../data/form.csv) containing entries from the form, along with some basic visualizations. The client has noted that some of the visualizations appear incorrect, but they are unsure how to fix them. You can explore this further in the [assignment notebook](../../../../2-Working-With-Data/08-data-preparation/assignment.ipynb).
## Instructions
Use the techniques covered in this lesson to provide recommendations for improving the form so that it collects accurate and consistent information.
## Rubric
Exemplary | Adequate | Needs Improvement
--- | --- | --- |
---
**Disclaimer**:
This document has been translated using the AI translation service [Co-op Translator](https://github.com/Azure/co-op-translator). While we strive for accuracy, please note that automated translations may contain errors or inaccuracies. The original document in its native language should be regarded as the authoritative source. For critical information, professional human translation is recommended. We are not responsible for any misunderstandings or misinterpretations resulting from the use of this translation.