Data Overview
Session: session_20251021_0624198
Total Records
100
Variables
3
Organization Tiers
Key Composite Variables
| Variable | Mean | Std Dev | Min | Max | Median |
|---|---|---|---|---|---|
| Tech_integration | 3.90 | 0.42 | 3.40 | 4.80 | 3.86 |
| Tech_scalability | 3.74 | 0.43 | 2.90 | 4.20 | 3.84 |
| Tech_efficiency | 3.99 | 0.37 | 3.50 | 4.62 | 3.88 |
| Industry_regulations | 3.76 | 0.31 | 3.38 | 4.25 | 3.72 |
| Performance | 3.91 | 0.10 | 3.71 | 4.00 | 3.92 |
Missing Values
| Variable | Missing Count | Missing Percentage |
|---|---|---|
| tier | 5 | 62.50% |
| TI7 | 1 | 12.50% |
| TI10 | 1 | 12.50% |
| TS3 | 1 | 12.50% |
| TS7 | 1 | 12.50% |
| TS10 | 1 | 12.50% |
| TE2 | 1 | 12.50% |
| TE8 | 1 | 12.50% |
| IR2 | 1 | 12.50% |
| IR6 | 1 | 12.50% |
| PERF4 | 1 | 12.50% |
| PERF5 | 1 | 12.50% |
Missing values have been imputed with the mean of available values.
Tier Comparison
Next Steps
Data Processing Complete
Your data has been successfully processed and is ready for analysis.
Data Insights
Key Variables
- Technology Integration TI
- Technology Scalability TS
- Technology Efficiency TE
- Industry Regulations IR
- Organizational Performance PERF
Dataset Information
- Processed: 2025-10-21 06:24:20
- Session ID: session_20251021_062419
Tier-Specific Analysis
| Variable | Mean | Std Dev | Min | Max | Median | N |
|---|---|---|---|---|---|---|
| Tech_integration | 3.84 | 0.17 | 3.60 | 4.00 | 3.86 | 6 |
| Tech_scalability | 3.81 | 0.25 | 3.50 | 4.20 | 3.84 | 6 |
| Tech_efficiency | 4.05 | 0.36 | 3.70 | 4.62 | 3.88 | 6 |
| Industry_regulations | 3.78 | 0.30 | 3.50 | 4.25 | 3.72 | 6 |
| Performance | 3.92 | 0.12 | 3.71 | 4.00 | 3.98 | 6 |
| Variable | Mean | Std Dev | Min | Max | Median | N |
|---|---|---|---|---|---|---|
| Tech_integration | 4.80 | nan | 4.80 | 4.80 | 4.80 | 1 |
| Tech_scalability | 4.20 | nan | 4.20 | 4.20 | 4.20 | 1 |
| Tech_efficiency | 4.12 | nan | 4.12 | 4.12 | 4.12 | 1 |
| Industry_regulations | 4.00 | nan | 4.00 | 4.00 | 4.00 | 1 |
| Performance | 3.86 | nan | 3.86 | 3.86 | 3.86 | 1 |
| Variable | Mean | Std Dev | Min | Max | Median | N |
|---|---|---|---|---|---|---|
| Tech_integration | 3.40 | nan | 3.40 | 3.40 | 3.40 | 1 |
| Tech_scalability | 2.90 | nan | 2.90 | 2.90 | 2.90 | 1 |
| Tech_efficiency | 3.50 | nan | 3.50 | 3.50 | 3.50 | 1 |
| Industry_regulations | 3.38 | nan | 3.38 | 3.38 | 3.38 | 1 |
| Performance | 3.86 | nan | 3.86 | 3.86 | 3.86 | 1 |