R Tableau Public
Best Practices for Engaging Visuals
Techniques for Presenting Complex Data Simply
Key Elements of Effective Data Analysis
Developing Predictive Models using Data
Comprehensive Analysis of Market Trends
Customer Feedback
Data Analysis and Market Trends
Utilizing Data for Competitive Intelligence 
Data Type Description Sources
Public Data Information available from public records, reports, and publications
...Tool/Technology Description Use Cases
Tableau A data visualization tool that helps in creating interactive dashboards and visual analytics
...
Developing Effective Data Analysis Workflows 
External Sources: Market research, social media, and
public datasets
...1 Visualization Tools
Tableau: A business intelligence tool for creating interactive and shareable dashboards
...
Best Practices for Engaging Visuals 
General
public: Simple, clear visuals without jargon are often best
...some popular options: Tool Best For
Tableau Creating interactive dashboards Microsoft Power BI Business intelligence and reporting
...
Techniques for Presenting Complex Data Simply 
Identify Audience Type: Technical experts Business stakeholders General
public Assess Knowledge Level: Beginner Intermediate Advanced Determine Needs: Decision-making
...Visualization Tool Examples Categorical Data Bar Chart, Pie Chart Excel,
Tableau Time Series Data Line Graph, Area Chart Google Charts, D3
...
Key Elements of Effective Data Analysis 
Public Databases Data available from government or open-source databases
...Common visualization tools include: Tool Description
Tableau A powerful tool for creating interactive and shareable dashboards
...
Developing Predictive Models using Data 
including: Internal data (sales records, customer databases) External data (market research, social media)
Public data (government statistics, industry reports) 3
...TensorFlow) R (packages like caret, randomForest) SQL (for data manipulation and retrieval) Data visualization tools (
Tableau, Power BI) 5
...
Comprehensive Analysis of Market Trends 
analyzing market trends: Business Intelligence (BI) Tools: Software that helps in data analysis and visualization, such as
Tableau and Power BI
...Social Media Analytics: Tools that analyze social media data to gauge
public sentiment and trends, such as Hootsuite and Sprout Social
...
Customer Feedback 
Post-purchase surveys, NPS surveys Reviews
Public evaluations of products or services, often on third-party platforms
...Tableau Data visualization tool for analyzing feedback data
...
Data Analysis and Market Trends 
Social Media Analytics: Collecting data from social media platforms to understand
public sentiment
...Excel Basic data analysis and visualization
Tableau Data visualization and business intelligence R Statistical analysis and data modeling Python
...
Key Components of Data Analysis Frameworks 
Public Datasets: Utilizing existing datasets available from government and research organizations
...Data Visualization Tools: Platforms like
Tableau and Power BI for creating visual representations
...
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