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Search Results for "mean"

Found 18 matching component(s)

  • function main_v38

    A diagnostic function that explores SharePoint site structure to investigate why only 2 folders are visible when more are expected in the web interface.

    File: /tf/active/vicechatdev/SPFCsync/diagnostic_comprehensive.py

    diagnostic sharepoint debugging folder-exploration configuration-validation

  • function test_european_csv

    A test function that validates the ability to read and parse European-formatted CSV files (semicolon delimiters, comma decimal separators) and convert them to proper numeric types.

    File: /tf/active/vicechatdev/vice_ai/test_regional_formats.py

    testing csv european-format data-parsing unit-test

  • function test_us_csv

    A unit test function that validates the smart_read_csv function's ability to correctly parse US-formatted CSV files with comma delimiters and point decimal separators.

    File: /tf/active/vicechatdev/vice_ai/test_regional_formats.py

    testing unit-test csv data-parsing us-format

  • function validate_sheet_format

    Analyzes Excel sheet structure using multiple heuristics to classify it as tabular data, information sheet, or mixed format, returning quality metrics and extraction recommendations.

    File: /tf/active/vicechatdev/vice_ai/smartstat_service.py

    data-validation excel-processing sheet-classification data-quality heuristic-analysis

  • class StatisticalAgent

    LLM-powered statistical analysis agent

    File: /tf/active/vicechatdev/vice_ai/statistical_agent.py

    class statisticalagent

  • function calculate_cv_v2

    Calculates the coefficient of variation (CV) for a group of numerical values, expressed as a percentage.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/f5da873e-41e6-4f34-b3e4-f7443d4d213b/analysis_5.py

    statistics coefficient-of-variation cv variability dispersion

  • function calculate_cv

    Calculates the coefficient of variation (CV) for a dataset, expressed as a percentage of the standard deviation relative to the mean.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/d48d7789-9627-4e96-9f48-f90b687cd07d/analysis_1.py

    statistics coefficient-of-variation data-analysis variability dispersion

  • function perform_analysis

    Performs comprehensive statistical analysis on grouped biological/experimental data, including descriptive statistics, correlation analysis, ANOVA testing, and visualization of infection levels and growth performance across different groups.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/e1ecec5f-4ea5-49c5-b4f5-d051ce851294/project_1/analysis.py

    statistical-analysis data-analysis ANOVA correlation visualization

  • function calculate_cv_v1

    Calculates the Coefficient of Variation (CV) for a dataset, expressed as a percentage. CV measures relative variability by dividing standard deviation by mean.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/d1e252f5-950c-4ad7-b425-86b4b02c3c62/analysis_4.py

    statistics coefficient-of-variation variability dispersion data-analysis

  • function create_grouped_correlation_plot

    Creates and saves a dual-panel heatmap visualization showing correlation matrices grouped by treatment and challenge regimen variables.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

    visualization correlation heatmap grouped-analysis data-visualization

  • function generate_conclusions

    Generates and prints comprehensive statistical conclusions from correlation analysis between Eimeria infection variables and broiler performance measures, including overall and group-specific findings.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

    statistical-analysis correlation reporting data-analysis veterinary-research

  • function detect_outliers_zscore

    Detects outliers in numerical data using the Z-score statistical method, identifying data points that deviate significantly from the mean.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/328d2f87-3367-495e-89f7-e633ff8c5b3d/analysis_2.py

    outlier-detection statistics data-cleaning anomaly-detection z-score

  • function demo_analysis_workflow

    Demonstrates a complete end-to-end statistical analysis workflow using the SmartStat system, including session creation, data loading, natural language query processing, analysis execution, and result interpretation.

    File: /tf/active/vicechatdev/full_smartstat/demo.py

    demo workflow statistical-analysis natural-language-processing data-analysis

  • function demo_statistical_agent

    Demonstrates the capabilities of a statistical agent by testing query interpretation on sample data with various statistical analysis queries.

    File: /tf/active/vicechatdev/full_smartstat/demo.py

    demo testing statistical-analysis agent query-interpretation

  • class DataProcessor

    Handles data loading, validation, and preprocessing

    File: /tf/active/vicechatdev/full_smartstat/data_processor.py

    class dataprocessor

  • class StatisticalAgent_v1

    LLM-powered statistical analysis agent

    File: /tf/active/vicechatdev/full_smartstat/statistical_agent.py

    class statisticalagent

  • class DataProcessor_v1

    Handles data loading, validation, and preprocessing

    File: /tf/active/vicechatdev/smartstat/data_processor.py

    class dataprocessor

  • class StatisticalAgent_v2

    LLM-powered statistical analysis agent

    File: /tf/active/vicechatdev/smartstat/statistical_agent.py

    class statisticalagent

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