datacompy
visualiza
Our great sponsors
| datacompy | visualiza | |
|---|---|---|
| 4 | 1 | |
| 382 | 1 | |
| 8.9% | - | |
| 7.4 | 1.9 | |
| 6 days ago | 10 months ago | |
| Python | Python | |
| Apache License 2.0 | BSD 3-clause "New" or "Revised" License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
datacompy
- How to Check 2 SQL Tables Are the Same
-
Comparing 2 CSV files
datacompy is a package to compare 2 pandas dataframes
- Performing Data Tests on External Data/Complex Data Quality Checks
-
Best Practice When Comparing Data Across Two SQL Servers in Python
https://github.com/capitalone/datacompy will allow you to compare two tables/dataframes against one another, and see detailed results on the difference.
visualiza
What are some alternatives?
koalas - Koalas: pandas API on Apache Spark
orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis
data-science-ipython-notebooks - Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Solomon - Data Exploration tool.
data-diff - Compare tables within or across databases
vpselector - Visual Pandas Selector: Visualize and interactively select time-series data
dbt-audit-helper - Useful macros when performing data audits
mito - The mitosheet package, trymito.io, and other public Mito code.
popmon - Monitor the stability of a Pandas or Spark dataframe ⚙︎
seaborn - Statistical data visualization in Python
diffable-sql
Media-Analysis - Data Science Exercises based on real-world scenarios with explanatory comments and prettified output.