RapidMiner

Much like KNIME, RapidMiner operates through visual programming and is capable of manipulating, analyzing, and modeling. It increases data work productivity through an open-source platform, machine learning, and model deployment. The unified data science platform accelerates the analytical workflows from data prep to implementation. It dramatically improves efficiency.

Octoparse

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Businesses that use big data saw a profit increase of 8–10 percent.
36 percent of investment professionals use web scraping to derive data.
Data warehouse optimization is considered the most important big data analytics use case, and is considered critical or very important by 70 percent of businesses.
59 percent of executives say big data at their company would be improved through artificial intelligence (AI).
By 2025, IDC predicts that the total amount of digital data created worldwide will rise to 163 zettabytes, ballooned by the growing number of devices and sensors
Through 2019, 90% of large organizations will have hired a CDO, but only 50% will be considered a success.
More than 30 percent of businesses say big data and analytics have fundamentally changed business practices in their research and development departments
60 percent of businesses believe it is harder to source talent for data and analytics positions than for any other roles
Only 16% of organizations can currently say that 75% or more of their employees have access to company data and analytics.
In the banking sector, investments in big data analytics were estimated at $20.8 billion in 2016.

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