dataprep
dataprep copied to clipboard
sfu-db
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
**Describe the bug** The missing value section is not show for the following cases. However, if we change column name to 'col1' and 'col2', then it works correctly.  **To...
Hi All, I'm a beginner on dataprep and for basics tests I ran this code bellow on a Jupyter Notebook with python 3.8.3 and got the **ValueError** bellow: ```/mnt/d/Ubuntu/App/Anaconda/lib/python3.8/site-packages/pandas/core/indexes/base.py in...
**Is your feature request related to a problem? Please describe.** Create a report to compare dataframes. The report is like [sweetviz](https://github.com/fbdesignpro/sweetviz) and our `create_report` function. **Describe the solution you'd like**...
## Summary Implement `clean_language()` function to clean a table containing language. ## Design-level Explanation Actions - [x] Investigate prior art solutions for cleaning and validating language. - [x] follow the...
**Is your feature request related to a problem? Please describe.** Currently the plot_correlation only works for numerical variable. This issue extends `plot_correlation` to support categorical variable. **Describe the solution you'd...
Windows 10 python 3.7 spyder up to date 4.1.14 Cannot install dataprep with pip neither conda thank you Logs with conda conda install dataprep Collecting package metadata (current_repodata.json): ...working... done...
**Describe the bug** Some countries, such as Scotland and Yugoslavia, cannot be recognized by `clean_country`. **To reproduce** from this [dataset](https://www.kaggle.com/martj42/international-football-results-from-1872-to-2017):  Currently "Scotland", "England", "Wales" cannot be recognized by Dataprep.clean....
## Summary The unified API design for semantic type inferring, which can be used for clean module and EDA. ## Design-level Explanation Actions - [X] Investigate prior art solutions for...
## Summary Unified API design for unenumerable text types. Note that unenumerable text types here indicate that the part of the data type is composed by enumerable types and the...
## Summary Unified API design for enumerate text types. Note that number types here indicate the data type which can be derived from some knowledge bases, such as country ....