How to use?
To improve your analysis, follow these simple steps to visualize or clean your data effectively.
Upload File
Easily upload your data files in various formats such as CSV, XLSX, XLS, and JSON.
Data Info
Get detailed insights into your data, including NaN values, unique values, outliers, and statistical measures.
Process to clean
Select or fill in values for each column to prepare your data for a thorough cleaning process.
Clean successfully
Your data is now cleaned and ready for download, along with helpful visualizations for analysis.
Data Visualize
Visualize your data with various charts and graphs to gain a better understanding of its patterns.
Download
Download charts and graphs for presentations or further analysis in your preferred format.
About this tool
This open-source data cleaning, analysis, and visualization tool is designed to
streamline
your workflow and make data-related tasks significantly easier. It empowers you to gain deep
insights
into your data by providing comprehensive statistical analysis, including key metrics like mean,
mode,
median, and identification of NaN (Not a Number) values and outliers.
Beyond analysis, the tool offers robust data cleaning capabilities. You can effortlessly handle
missing
data by filling or removing NaN values, apply custom removal conditions based on your specific
needs,
and manage outliers to ensure data accuracy. The tool also allows you to compare your data before
and
after cleaning, giving you a clear view of the improvements made.
A key advantage of this tool is its local operation. All processing occurs directly within your
browser,
ensuring the privacy and security of your data. Because it works locally, you can even use it
offline
once the page has loaded, allowing you to analyze and clean countless datasets without an internet
connection.
Currently, the tool supports tabular data formats, including CSV, XLSX, XLS, and JSON. If your data
is
in a different format, you can easily convert it to a supported format and then upload it to the
tool
for analysis. There are no limitations on file size or the number of attempts, giving you the
freedom to
work with your data as needed.
FAQs
This is an open-source web-based tool designed to simplify data cleaning, analysis, and visualization. It helps you gain insights into your data, clean it effectively, and visualize the results.
Yes, this tool is open-source and free to use.
No, as a web-based tool, it runs directly in your web browser. No installation is required.
Yes, once the web page is loaded, the tool works offline, allowing you to analyze and clean data even without an internet connection.
Yes, all data processing happens locally within your browser. Your data is never uploaded to any external servers, ensuring complete privacy and security.
The tool currently supports tabular data formats, including CSV, XLSX, XLS, and JSON.
ou can convert your data to one of the supported formats (CSV, XLSX, XLS, or JSON) using other tools or software and then upload it to this tool.
No, there are no limits on file size or the number of times you can use the tool.