Social Media Monitoring
Creating Predictive Models from Data Insights
Improve Customer Insights
Text Analytics
Data Mining Applications in Smart Cities
Public Campaigns for Species Protection
The Role of Data in Business Growth
Crafting Data-Driven Marketing
Real-Time Data Processing in BI 
The key components of real-time data processing in BI include: Data Sources: Various sources such as IoT devices,
social media, transactional systems, and web applications generate data continuously
...Risk Management Real-time
monitoring can help identify potential risks and mitigate them before they escalate
...
Creating Predictive Models from Data Insights External Data: Data obtained from outside sources, including market research,
social media, and public databases
...Monitoring and Maintenance: Regularly assessing model performance and updating it as necessary
...
Improve Customer Insights typically involves several key steps: Data Collection Data Analysis Insight Generation Implementation and
Monitoring Data Collection Data collection is the first step in gaining customer insights
...Businesses can gather data from various sources, including: Customer Feedback
Social Media Transaction Data Website Analytics Customer Surveys Data Analysis Once data is collected, the next step is data analysis
...
Text Analytics (K)
With the exponential growth of textual information generated from various sources such as
social media, emails, and online reviews, businesses are increasingly leveraging text analytics to gain insights and drive decision-making
...Finance
Monitoring news articles and social media for market sentiment and risk assessment
...
Data Mining Applications in Smart Cities several domains: Traffic Management Public Safety Energy Management Healthcare Services Environmental
Monitoring 1
...Application Crime Reports Classification Identify crime hotspots
Social Media Sentiment Analysis Monitor public sentiment on safety Demographic Data Regression Analysis Predict crime
...
Public Campaigns for Species Protection Volunteer for wildlife
monitoring and research projects
...Spread awareness about species protection through
social media and community events
...
The Role of Data in Business Growth Social Media Monitoring: Analyzing social media interactions to gauge public sentiment
...
Crafting Data-Driven Marketing Social Media Monitoring Analyzing customer interactions on social platforms
...
Establishing a Data Analysis Process External Data Data obtained from outside the organization, including market research, industry reports, and
social media analytics
...bar charts, line graphs, pie charts) Infographics Dashboards for real-time data
monitoring 7
...
Improving Customer Retention through Analytics various sources, including: Customer Relationship Management (CRM) systems Website and mobile app analytics
Social media interactions Customer feedback and surveys 2
...Continuous
Monitoring and Feedback Analytics should not be a one-time effort
...
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