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+# Real-World Examples
+
+This directory contains practical examples that demonstrate rawk's utility for common data processing tasks.
+
+## Test Files
+
+### `test_system_monitor.rawk` - System Monitoring
+Processes output from common system commands:
+- **df**: Disk usage monitoring with warnings
+- **ps**: Process resource analysis
+- **ls -l**: File categorization and statistics
+
+**Features:**
+- Disk usage alerts (WARNING/CRITICAL thresholds)
+- Process resource monitoring (CPU/MEM usage)
+- File type categorization (DIRECTORY/EXECUTABLE/LARGE/SMALL)
+- Statistical summaries
+
+**Run with:**
+```bash
+awk -f ../../rawk.awk test_system_monitor.rawk | awk -f - ../data/test_data.txt
+```
+
+**Sample Output:**
+```
+DISK: WARNING: /dev/sdb1 (/home) is 90% full
+PROCESS: HIGH CPU: stress (PID: 3456, 25.7% CPU)
+FILE: EXECUTABLE: executable.sh (2048 bytes)
+```
+
+### `test_log_parser.rawk` - Log Parsing
+Processes common log formats:
+- **Apache logs**: Web server access logs
+- **Syslog**: System log entries
+
+**Features:**
+- HTTP status code categorization (SUCCESS/ERROR/REDIRECT)
+- Log level detection (INFO/WARNING/ERROR)
+- Request type classification
+- Error rate calculation
+
+**Run with:**
+```bash
+awk -f ../../rawk.awk test_log_parser.rawk | awk -f - ../data/test_logs.txt
+```
+
+**Sample Output:**
+```
+APACHE: ERROR: 404 - GET /nonexistent.html from 192.168.1.104
+SYSLOG: ERROR: kernel - ERROR: Out of memory
+```
+
+### `test_csv_processor.rawk` - CSV Data Processing
+Processes CSV files with validation:
+- **Email validation**: Basic email format checking
+- **Age categorization**: Group employees by age
+- **Salary statistics**: Calculate averages and ranges
+- **Department analysis**: Employee distribution
+
+**Features:**
+- Data validation and categorization
+- Statistical analysis
+- Report generation
+- Error detection
+
+**Run with:**
+```bash
+awk -f ../../rawk.awk test_csv_processor.rawk | awk -f - ../data/test_employees.csv
+```
+
+**Sample Output:**
+```
+EMPLOYEE: John Smith (ADULT, Engineering) - VALID email, $65000
+Average salary: $73916.7
+Email validity rate: 100%
+```
+
+### `test_data_processing.rawk` - General Data Processing
+General data processing scenarios:
+- Array filtering and manipulation
+- Data aggregation
+- Formatting and reporting
+
+**Run with:**
+```bash
+awk -f ../../rawk.awk test_data_processing.rawk | awk -f -
+```
+
+### `test_mixed.rawk` - Mixed awk/rawk Code
+Demonstrates mixing rawk functions with regular awk code:
+- Line-by-line processing
+- Integration with awk patterns
+- Combined functionality
+
+**Run with:**
+```bash
+awk -f ../../rawk.awk test_mixed.rawk | awk -f - ../data/test_input.txt
+```
+
+## Use Cases
+
+These examples demonstrate rawk's practical applications:
+
+### System Administration
+- Monitor disk usage and alert on thresholds
+- Track process resource consumption
+- Analyze file system contents
+
+### Web Server Management
+- Parse and analyze web server logs
+- Monitor error rates and traffic patterns
+- Identify problematic requests
+
+### Data Analysis
+- Process CSV files with validation
+- Generate business intelligence reports
+- Analyze employee or customer data
+
+### Log Analysis
+- Parse various log formats
+- Identify system issues
+- Generate operational reports
+
+## Data Files
+
+The examples use sample data files in the `../data/` directory:
+- `test_data.txt`: Simulated system command outputs
+- `test_logs.txt`: Sample Apache and syslog entries
+- `test_employees.csv`: Sample employee data
+- `test_input.txt`: Simple input data for mixed tests 
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