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Analytical Support |
Analyze Data |
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Analytical Support |
Define Problem |
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Analytical Support |
Prepare Data |
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Analytical Support |
Acquire Data |
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Analytical Support |
Present Findings |
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Analytical Support |
Data-Driven Decision Making |
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Analytical Support |
Analytical insights artifacts produced |
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Define Problem |
Acquire Data |
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Define Problem |
Problem Statement |
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Define Problem |
Business question |
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Acquire Data |
Prepare Data |
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Acquire Data |
raw data |
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Prepare Data |
Analyze Data |
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Prepare Data |
raw data |
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Prepare Data |
Organize Data |
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Prepare Data |
Clean Data |
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Prepare Data |
clean/structured data |
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Analyze Data |
Present Findings |
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Analyze Data |
clean/structured data |
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Analyze Data |
Insights |
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Analyze Data |
Exploratory Data Analysis (EDA) |
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Analyze Data |
Confirmatory Data Analysis (CDA) |
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Analyze Data |
Model Artifact |
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Present Findings |
Data Story |
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Present Findings |
Data Analytics Report |
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Present Findings |
Data Visualisation |
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Data Analyst |
Analyze Data |
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Data Analyst |
Prepare Data |
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Data Scientist |
Analyze Data |
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Data Engineer |
Acquire Data |
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Data Engineer |
Prepare Data |
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Visualization Designer |
Present Findings |
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Business Analyst |
Define Problem |
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Decision Maker |
Data-Driven Decision Making |
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Decision Maker |
Define Problem |
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Data-Driven Decision Making |
Data-Driven Decision-Making |
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Data-Driven Decision Making |
Business question |
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Data-Driven Decision Making |
Need for data-centric analysis identified |
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Data-Driven Decision Making |
Data Story |
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Data-Driven Decision Making |
Data Analytics Report |
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Data-Driven Decision Making |
Data Visualisation |
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Analytical Model Deployment and Monitoring |
Model Artifact |
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Data Engineer |
Analytical Model Deployment and Monitoring |
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Need for data-centric analysis identified |
Analytical Support |
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Data Librarian |
Acquire Data |