Time Series Analysis for IoT Data

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Question ^*

What is the primary type of IoT data you work with?

1. Sensor Readings (e.g., temperature, pressure)

2. Event Logs (e.g., device status changes)

3. Location Data (e.g., GPS coordinates)

4. Network/System Metrics (e.g., bandwidth, latency)

5. Other: _________

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Question ^*

What are your biggest challenges when analyzing IoT time series data?

1. Data Volume & Velocity

2. Data Quality & Missing Values

3. Scalability of Analysis Tools

4. Extracting Meaningful Insights

5. Cost of Storage and Processing

6. Other: _________

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Question ^*

Which Time Series Analysis techniques do you currently use or plan to use for your IoT data?

1. Anomaly Detection

2. Forecasting

3. Pattern Recognition

4. Trend Analysis

5. Correlation Analysis

6. None

7. Other: _________

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Question ^*

What types of insights are most critical for your IoT data analysis?

1. Predictive Maintenance

2. Real-time Monitoring & Alerts

3. Performance Optimization

4. Root Cause Analysis

5. Compliance Reporting

6. Other: _________

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Question ^*

What are your primary concerns regarding a time series analysis service for IoT data?

1. Security of Data

2. Scalability of the Service

3. Ease of Integration

4. Cost-effectiveness

5. Accuracy of Results

6. Complexity of Implementation

7. Lack of Expertise

8. Other: _________

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