Top 23 Python Panda Projects
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Pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Project mention: Is this the right way too approach the problem? | reddit.com/r/learnpython | 2022-01-23First of all make sure you export the data from Excel into CSV (Comma Separated Value) format which is going to make it much easier to work with from Python. Other person gave a nice link to the python csv docs, if you wanted to get crazy you could also checkout popular data science library Pandas which has a read_csv function which should import your data pretty easily at least
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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.
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OPS
OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.
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That's a reasonable request. Discussion about a feature along those lines seems to be happening in https://github.com/tqdm/tqdm/issues/614; perhaps you could weigh in there?
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datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Project mention: Hugging Face Introduces ‘Datasets’: A Lightweight Community Library For Natural Language Processing (NLP) | reddit.com/r/artificial | 2021-11-08Code for https://arxiv.org/abs/2109.02846 found: https://github.com/huggingface/datasets
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Dask: Distributed data frames, machine learning and more
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Graphs, heatmaps and palettes using seaborn
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Project mention: TIL about modin.pandas which significantly speeds up pandas if you import modin.pandas instead of pandas. | reddit.com/r/u_pygsm | 2021-06-30
Source
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Scout APM
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
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Project mention: My high school students' first exposure to Garuda. They were blown away with how cool everything is. | reddit.com/r/linux | 2022-01-22
VisiData has eliminated my last remaining use cases for Excel.
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Project mention: Yesterday I came across Awesome-Quant repository and it was great. I went ahead and dig through all the backtesting & AI repos from Python and created a list of repo which are most updated & maintained. Let me know if I missed your favorite. | reddit.com/r/algotrading | 2021-05-27
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Project mention: Do you see SQL being under threat in any way as a way of querying databases? I know it's possibly a dumb question but wondering. | reddit.com/r/BusinessIntelligence | 2021-09-27
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"On the simpler side". Do you mean with a graphical interface? Then, orange would be a nice solution. https://orangedatamining.com/
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If you like excessive use of square brackets.. I mean pandas, you might wanna check out Koalas. Koalas suppose to provide pandas datafrafe API implementation atop of Spark.
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Project mention: For all the python/pandas users out there I just released a bunch of UI updates to the free visualizer, D-Tale | reddit.com/r/algotrading | 2021-04-12
analysis of "Missing" data using the missingno package is now available in a sliding side panel enlarge or download PNG files for matrix/bar/heatmap/dendrogram charts generated using missingno
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Bam! https://xlsxwriter.readthedocs.io
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Similar to the several pandas low-code GUI tools such as [bamboolib](https://bamboolib.8080labs.com) or [PandasGUI](https://github.com/adamerose/PandasGUI), is there something available for PySpark?
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AWS Data Wrangler
Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
Project mention: Automate some wrangling and data visualization in Python | reddit.com/r/aws | 2022-01-03 -
Project mention: How we found and helped fix 24 bugs in 24 hours (in Tensorflow, Sentry, V8, PyTorch, Hue, and more) | dev.to | 2022-01-05
Pydata's xarray
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mars
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
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Project mention: Best quantitative tools/repos/apis for Sentiment & Social Media analysis of individual Stock/Crypto tickers | reddit.com/r/algotrading | 2021-07-03
Also Yahoo continually takes steps to discourage programmatic access (the most recent attempt is happening right now: https://github.com/pydata/pandas-datareader/issues/868).
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pandas-ta
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators
Python Pandas related posts
Index
What are some of the best open-source Panda projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Pandas | 32,439 |
| 2 | data-science-ipython-notebooks | 22,360 |
| 3 | tqdm | 20,919 |
| 4 | datasets | 11,855 |
| 5 | Dask | 9,424 |
| 6 | seaborn | 9,094 |
| 7 | modin | 6,704 |
| 8 | yfinance | 6,487 |
| 9 | visidata | 4,738 |
| 10 | alpha_vantage | 3,581 |
| 11 | lux | 3,273 |
| 12 | orange | 3,237 |
| 13 | koalas | 3,061 |
| 14 | missingno | 3,045 |
| 15 | dtale | 2,936 |
| 16 | XlsxWriter | 2,800 |
| 17 | arctic | 2,561 |
| 18 | PandasGUI | 2,528 |
| 19 | AWS Data Wrangler | 2,457 |
| 20 | xarray | 2,382 |
| 21 | mars | 2,336 |
| 22 | pandas-datareader | 2,211 |
| 23 | pandas-ta | 2,059 |
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