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Data Milling
Access untapped data repositories
▼ Do we have data? Is it available?
Analysis of data repositories, data links and internal & external data flow.
▼ W
here is the data?
Data Management architecture.
▼ Do we need to pay for data?
Data taxonomy: "0 party", "1
st
party data", "3
rd
party data".
▼ Can we access & process data?
Data availability. Legal (Consent management, Purpose limitation).
▼ Can we collect all metadata?
Analysis of data capture & collection.
▼ Do we extract all the information?
Metadata analysis & breakdown.
Analyzing & Segmenting Data
▼ Are the data obtained segmented?
Can we access the raw data?
Analysis of data. Initial assessment of segmentation
▼
Is reality adequately represented by available data?
Identification of Data Gaps & Data Opportunities
▼ Have we analyzed data's multiple dimensions?
Assessment of data layering alternatives.
▼ Are data available skewed?
Analysis of skewness in data collection and/or data processing & analysis.
▼ Can we effectively determine Cohorts?
Segmentation & data layering Cross sectional analysis for an efficient cohort identification
Distribution & Monetization
▼ Can we ,monetize our data?
Initial assessment of data monetization alternatives.
▼
Can we justify a proper Data Management project?
Assess Investment and returns to Pitch ROI to CEO & Board
▼ Can we assess ROI for data processing?
Measure & translate into differential income productivity increases resulting from new data processes
▼ Can we sell data? In which form?
Analysis of alternatives to generate & package data streams
▼ Can we create recurrent income streams based on data distribution and sale of data?
Market analysis for distribution and sale of data
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