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OpenRefine
OpenRefine

10
1
+ 1
0
Pandas
Pandas

583
454
+ 1
18
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What is OpenRefine?

It is a powerful tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data.

What is 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.
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Why do developers choose OpenRefine?
Why do developers choose Pandas?
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        What tools integrate with OpenRefine?
        What tools integrate with Pandas?

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        What are some alternatives to OpenRefine and Pandas?
        Trifacta
        It is an Intelligent Platform that Interoperates with Your Data Investments. It sits between the data storage and processing environments and the visualization, statistical or machine learning tools used downstream
        R
        R provides a wide variety of statistical (linear and nonlinear modelling, classical statistical tests, time-series analysis, classification, clustering, ...) and graphical techniques, and is highly extensible.
        Python
        Python is a general purpose programming language created by Guido Van Rossum. Python is most praised for its elegant syntax and readable code, if you are just beginning your programming career python suits you best.
        Apache Spark
        Spark is a fast and general processing engine compatible with Hadoop data. It can run in Hadoop clusters through YARN or Spark's standalone mode, and it can process data in HDFS, HBase, Cassandra, Hive, and any Hadoop InputFormat. It is designed to perform both batch processing (similar to MapReduce) and new workloads like streaming, interactive queries, and machine learning.
        Amazon Athena
        Amazon Athena is an interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL. Athena is serverless, so there is no infrastructure to manage, and you pay only for the queries that you run.
        See all alternatives
        Decisions about OpenRefine and Pandas
        Guillaume Simler
        Guillaume Simler
        at Velchanos.io | 4 upvotes 41.7K views
        Jupyter
        Jupyter
        Anaconda
        Anaconda
        Pandas
        Pandas
        IPython
        IPython

        Jupyter Anaconda Pandas IPython

        A great way to prototype your data analytic modules. The use of the package is simple and user-friendly and the migration from ipython to python is fairly simple: a lot of cleaning, but no more.

        The negative aspect comes when you want to streamline your productive system or does CI with your anaconda environment: - most tools don't accept conda environments (as smoothly as pip requirements) - the conda environments (even with miniconda) have quite an overhead

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        Interest over time
        Reviews of OpenRefine and Pandas
        No reviews found
        How developers use OpenRefine and Pandas
        Avatar of Morris Clay
        Morris Clay uses PandasPandas

        Data wrangling, analysis and pre-processing

        Avatar of Eliana Abraham
        Eliana Abraham uses PandasPandas

        I used this a lot more than I used Jupyter.

        Avatar of GadgetSteve
        GadgetSteve uses PandasPandas

        Great data manipulation tool

        How much does OpenRefine cost?
        How much does Pandas cost?
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