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ELISA IBR IgE ASSAY - TEMPORAL ANALYSIS
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Analysis Date: 2026-02-10 12:13:48

Total Records Analyzed: 6829
Date Range: 2025-12-18 10:46:47 to 2026-02-06 09:48:14
Unique AnalysisType(s): ELISA IBR gE (B)

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1. TEST FREQUENCY ANALYSIS
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Daily Testing Statistics:
  - Mean tests per day: 195.11
  - Median tests per day: 183.00
  - Standard deviation: 121.70
  - Range: 5 to 493 tests/day

Weekly Testing Statistics:
  - Mean tests per week: 853.62
  - Total weeks analyzed: 8

Monthly Testing Statistics:
  - Mean tests per month: 2276.33
  - Total months analyzed: 3

Trend Analysis:
  - Linear trend slope: 48.32 tests/week
  - R-squared: 0.2913
  - P-value: 0.1673
  - Interpretation: No statistically significant trend detected

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2. NUMERICAL RESULT VALUES ANALYSIS
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Descriptive Statistics:
  - Count: 6829
  - Mean: 0.00
  - Median: 0.00
  - Std Dev: 0.00
  - Min: 0.00
  - Max: 0.00
  - Q1 (25%): 0.00
  - Q3 (75%): 0.00
  - IQR: 0.00
  - Coefficient of Variation: nan%

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3. TEMPORAL PATTERNS
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Day of Week Analysis:
  Monday:
    - Test count: 1835
    - Mean result: 0.00
    - Median result: 0.00
  Tuesday:
    - Test count: 1367
    - Mean result: 0.00
    - Median result: 0.00
  Wednesday:
    - Test count: 854
    - Mean result: 0.00
    - Median result: 0.00
  Thursday:
    - Test count: 1046
    - Mean result: 0.00
    - Median result: 0.00
  Friday:
    - Test count: 1727
    - Mean result: 0.00
    - Median result: 0.00

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4. OUTLIER ANALYSIS
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IQR Method:
  - Lower bound: 0.00
  - Upper bound: 0.00
  - Number of outliers: 0 (0.00%)
  - Outliers below lower bound: 0
  - Outliers above upper bound: 0

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5. TEMPORAL CORRELATION ANALYSIS
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Pearson Correlation with Time:
  - Correlation coefficient: nan
  - P-value: nan
  - Interpretation: No statistically significant correlation with time

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6. SUMMARY AND CONCLUSIONS
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Key Findings:
1. A total of 6829 ELISA IBR IgE tests were analyzed
2. Testing frequency averaged 195.1 tests per day
3. Result values ranged from 0.00 to 0.00
4. Mean result value: 0.00 (±0.00)
5. 0 outliers detected (0.0% of data)
6. Busiest testing day: Monday (1835 tests)
7. Month with highest mean result: 2025-12 (0.00)
8. Month with lowest mean result: 2025-12 (0.00)

Data Quality Notes:
- All 6829 records had valid numerical results
- Date range: 49 days
- Coefficient of variation: nan%

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END OF ANALYSIS
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