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i. Please share reflection from book Flawless consulting 3rd editionfor chapter-4(Contracting Overview) Data all around us: the virtual wilderness 37 W 3.1 Data as the

i. Please share reflection from book Flawless consulting 3rd editionfor chapter-4(Contracting Overview)

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Data all around us: the virtual wilderness 37 W 3.1 Data as the object of study 37 The users of computers and the internet became data generators 38 Data for its own sake 40 - Data scientist as explorer 41 3.2 Where data might live, and how to interact with it 44 Flat files 45 . HTML 47 - XML 48 - JSON 49 Relational databases 50 - Non-relational databases 52 APIs 52 - Common bad formats 54 - Unusual formats 55 Deciding which format to use 55 3.3 Scouting for data 56 First step: Google search 57 - Copyright and licensing 57 The data you have: is it enough? 58 - Combining data sources 59 - Web scraping 60 - Measuring or collecting things yourself 61 3.4 Example: microRNA and gene expression 624 Contracting Overview Contracting: The Concept and the Skill 52 / Elements of a Contract 57 / Ground Rules for Contracting 65 51

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