OpenRefine
OpenRefine (formerly Google Refine) is a powerful tool to work with messy data: cleaning, transforming, and dataset linking. With its group features, you can normalize the data at ease.Octoparse
Explore Data & Analytics Statistics
- 70 percent of investment professionals use “alternative data” or plan to do so in the next year.
- 53 percent of companies are adopting big data analytics
- 40 percent of businesses say they need to manage unstructured data on a frequent basis.
- Only 7% of marketers surveyed report that they are currently effectively able to deliver real-time, data-driven marketing engagements across both physical and digital touchpoints.
- Customer/social analysis is considered the second most important big data analytics use case, followed by predictive maintenance.
- 62 percent of retail businesses see competitive advantages from information and analytics.
- 45 percent of companies run at least some big data workloads in the cloud.
- 26 percent of businesses say data and analytics have significantly changed the nature of industry-wide competition.
- By 2025, the amount of the global datasphere subject to data analysis will grow by a factor of 50 to 5.2 zettabytes.
- 90 percent of the world’s data was created between 2015 and 2016 alone.
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