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The gathering stage includes buying the mandatory knowledge with the intention to carry out a significant evaluation primarily based upon correct data.
Strategies
Information Necessities
Outline which knowledge is required to correctly method the venture (e.g. format, variables, time vary, granularity)
Information Sources
Discover dependable and related knowledge sources (e.g. databases, APIs, information, sensor readings)
Authentication
Safe obligatory permissions to entry the info (e.g. e-mail/password, OAuth, API key, robots.txt)
Assortment
Purchase the info utilizing acceptable strategies (e.g. SQL queries, API calls, net scraping, guide knowledge entry)
Information Administration
Deal with the info in accordance with greatest practices (e.g. knowledge high quality, knowledge governance, knowledge safety)
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