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Search Results for "visualization"

Found 50 matching component(s)

  • function create_data_quality_dashboard_v1

    Creates an interactive data quality dashboard for analyzing treatment timing issues in poultry flock management data by loading and processing CSV files containing timing anomalies.

    File: /tf/active/vicechatdev/data_quality_dashboard.py

    data-quality dashboard visualization poultry-management treatment-timing

  • function analyze_flock_type_patterns

    Analyzes and prints timing pattern statistics for flock data by categorizing issues that occur before start time and after end time, grouped by flock type.

    File: /tf/active/vicechatdev/data_quality_dashboard.py

    data-analysis pandas timing-patterns flock-management aggregation

  • function generate_neo4j_schema_report

    Generates a comprehensive schema report of a Neo4j graph database, including node labels, relationships, properties, constraints, indexes, and sample data, outputting multiple file formats (JSON, HTML, Python snippets, Cypher examples).

    File: /tf/active/vicechatdev/neo4j_schema_report.py

    neo4j graph-database schema-analysis database-introspection documentation-generation

  • function generate_diagram_data

    Transforms Neo4j schema information into a structured format suitable for graph visualization, creating separate node and edge data structures.

    File: /tf/active/vicechatdev/neo4j_schema_report.py

    graph-visualization schema-processing neo4j data-transformation diagram-generation

  • function generate_html_report

    Generate HTML report from schema info

    File: /tf/active/vicechatdev/neo4j_schema_report.py

    function generate_html_report

  • function build_document_tree_recursive

    Recursively builds a complete hierarchical tree structure of documents and folders from a target directory path, filtering for supported file types and skipping hidden/cache directories.

    File: /tf/active/vicechatdev/docchat/app.py

    file-system directory-traversal recursive document-management tree-structure

  • function add_table_to_pdf

    Adds a formatted table to a ReportLab PDF document with automatic text wrapping, column width calculation, and alternating row colors.

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

    pdf-generation reportlab table-formatting text-wrapping document-generation

  • function add_data_section_to_docx

    Adds a data analysis section to a Word document, including analysis metadata, statistical conclusions, and embedded visualizations from saved content or legacy analysis history.

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

    document-generation word-document data-analysis visualization report-generation

  • function export_to_docx

    Exports a document with text and data sections to Microsoft Word DOCX format, preserving formatting, structure, and metadata.

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

    document-export docx word-document file-generation content-formatting

  • function add_data_section_to_pdf

    Adds a data analysis section to a PDF document story, including analysis metadata, statistical conclusions, and embedded visualizations from saved content or analysis history.

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

    pdf-generation reportlab data-analysis document-export visualization

  • function export_to_pdf

    Exports a document with text and data sections to a PDF file using ReportLab, handling custom styling, section ordering, and content formatting including Quill Delta to HTML/Markdown conversion.

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

    pdf-export document-generation reportlab content-formatting quill-delta

  • function add_table_to_pdf_v1

    Adds a formatted table to a PDF document story with proper text wrapping, styling, and header formatting using ReportLab's platypus components.

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

    pdf-generation reportlab table-formatting document-generation text-wrapping

  • function smartstat_get_plot

    Flask route handler that serves plot image files (PNG, JPG, SVG) generated by SmartStat analysis sessions from project directories.

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

    flask api-endpoint file-serving image-delivery smartstat

  • function analysis_chat

    Flask route handler that processes chat messages for data analysis sessions, verifying user authentication and session ownership before delegating to the data analysis service.

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

    flask api-endpoint data-analysis chat async

  • function serve_analysis_plot

    Flask route handler that serves analysis plot image files from the data analysis service's plots directory, with authentication and error handling.

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

    flask api-endpoint file-serving image-serving authentication

  • class DataAnalysisService

    Service class for managing data analysis operations within document sections, integrating with SmartStat components for statistical analysis, dataset processing, and visualization generation.

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

    data-analysis statistical-analysis session-management dataset-processing visualization

  • 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 main_v55

    Performs comprehensive exploratory data analysis on a broiler chicken performance dataset, analyzing the correlation between Eimeria infection and performance measures (weight gain, feed conversion ratio, mortality rate) across different treatments and challenge regimens.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/343f5578-64e0-4101-84bd-5824b3c15deb/project_1/analysis.py

    data-analysis exploratory-data-analysis veterinary-research poultry-health correlation-analysis

  • function create_sample_data_v2

    Generates a synthetic dataset of 200 poultry research records with multiple treatment groups, challenge regimens, and performance metrics for demonstration purposes.

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

    data-generation synthetic-data poultry-research veterinary coccidiosis

  • function create_correlation_heatmap

    Generates and saves a correlation heatmap visualizing the relationships between Eimeria infection indicators and performance measures from a pandas DataFrame.

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

    visualization correlation heatmap data-analysis statistics

  • function create_scatter_plots

    Creates scatter plots with linear regression lines showing relationships between Eimeria variables and performance variables, grouped by categorical variables, and saves them as PNG files.

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

    data-visualization scatter-plot regression-analysis correlation pearson-correlation

  • 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 main_v25

    Orchestrates a complete correlation analysis pipeline for Eimeria infection and broiler performance data, from data loading through visualization and results export.

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

    data-analysis correlation statistics veterinary agriculture

  • function get_status_color

    Retrieves the color code associated with a given document status code from a configuration dictionary, returning a default gray color if the status is not found.

    File: /tf/active/vicechatdev/CDocs/settings_prod.py

    status color ui configuration lookup

  • function get_document_stats

    Retrieves aggregated statistics about controlled documents from a Neo4j database, including status and type distributions for visualization in charts.

    File: /tf/active/vicechatdev/CDocs/controllers/admin_controller.py

    statistics analytics neo4j graph-database document-management

  • class AdminPanel

    Admin configuration interface component

    File: /tf/active/vicechatdev/CDocs/ui/admin_panel.py

    class adminpanel

  • function database_schema

    Flask route handler that renders the database schema viewer page template.

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

    flask web-route database schema-viewer template-rendering

  • function get_database_schema_viewer

    Flask route handler that retrieves and formats detailed database schema information from a discovered schema stored in the Flask app object, returning it as JSON for visualization purposes.

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

    flask api-endpoint database-schema metadata visualization

  • function serve_plot

    Flask route handler that serves generated plot image files from a session-specific plots directory.

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

    flask route-handler file-serving plot-visualization image-serving

  • class EnhancedSQLWorkflow

    Enhanced SQL workflow with iterative optimization

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

    class enhancedsqlworkflow

  • function create_sample_data_v1

    Generates a synthetic dataset with 200 samples containing group-based measurements, quality scores, environmental data, and temporal information, then saves it to a CSV file.

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

    data-generation synthetic-data sample-data testing demonstration

  • 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

  • class StatisticalAnalysisService

    Main service for statistical analysis orchestration

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

    class statisticalanalysisservice

  • class StatisticalAnalysisService_v1

    Main service for statistical analysis orchestration

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

    class statisticalanalysisservice

  • function main_v53

    Performs statistical analysis on antibiotic usage data, comparing distribution patterns between vaccinated and non-vaccinated groups, and generates visualization plots, summary tables, and written conclusions.

    File: /tf/active/vicechatdev/smartstat/output/b7a013ae-a461-4aca-abae-9ed243119494/analysis_70ac0517/analysis.py

    data-analysis statistical-analysis healthcare antibiotics vaccination

  • function main_v54

    Performs statistical analysis to determine the correlation between antibiotic use frequency and vaccination modes (in-ovo vs non-in-ovo), generating visualizations and saving results to files.

    File: /tf/active/vicechatdev/smartstat/output/b7a013ae-a461-4aca-abae-9ed243119494/analysis_6cdbc6c8/analysis.py

    statistical-analysis correlation data-visualization pearson-correlation antibiotic-analysis

  • function server_html_page_for_session

    Generates a complete HTML page for a Bokeh server session by bundling resources and rendering document roots with session token.

    File: /tf/active/vicechatdev/patches/server.py

    bokeh html-generation server session rendering

  • function autoload_js_script

    Generates JavaScript code for autoloading a Bokeh document into a web page element, bundling necessary resources and creating render items for embedding.

    File: /tf/active/vicechatdev/patches/server.py

    bokeh embedding javascript autoload visualization

  • class AutoloadJsHandler

    A custom Tornado request handler that generates and serves the Bokeh autoload JavaScript chunk for embedding Bokeh applications in web pages.

    File: /tf/active/vicechatdev/patches/server.py

    tornado bokeh web-handler javascript autoload

  • function serve

    Serves one or more Panel objects on a single web server, allowing interactive dashboards and applications to be deployed locally or remotely with configurable networking and threading options.

    File: /tf/active/vicechatdev/patches/server.py

    server deployment web-server panel dashboard

  • class Config_v4

    A configuration class that manages global HoloViews behavior settings, including deprecation warnings, default colormaps, and rendering parameters.

    File: /tf/active/vicechatdev/patches/util.py

    configuration settings global-state holoviews parameterized

  • function process_ellipses

    Expands an Ellipsis (...) in a __getitem__ key by replacing it with the appropriate number of empty slices (slice(None)) to match the dimensions of an object.

    File: /tf/active/vicechatdev/patches/util.py

    indexing ellipsis slicing multi-dimensional data-structures

  • function range_pad

    Pads a numeric or datetime range by a specified fraction of the interval, with optional logarithmic scaling for positive numeric values.

    File: /tf/active/vicechatdev/patches/util.py

    range padding numeric datetime logarithmic

  • function dimension_range

    Computes the effective range along a dimension by combining data bounds with soft and hard range constraints, optionally applying padding and logarithmic scaling.

    File: /tf/active/vicechatdev/patches/util.py

    range-computation data-visualization axis-limits plotting dimension-scaling

  • function max_extents

    Computes the maximal extent (bounding box) from a list of extent tuples, supporting both 2D (4-tuples) and 3D (6-tuples) coordinate systems with special handling for datetime and string values.

    File: /tf/active/vicechatdev/patches/util.py

    spatial-analysis bounding-box extent-calculation 2D 3D

  • function dimension_sort

    Sorts an ordered dictionary by specified dimension keys, supporting both standard Python tuple sorting and categorical ordering for dimensions with predefined values.

    File: /tf/active/vicechatdev/patches/util.py

    sorting categorical-data multi-dimensional data-processing dimensions

  • function get_overlay_spec

    Constructs a specification tuple for an Element within an Overlay by combining the element's type name, group, label, and key dimensions.

    File: /tf/active/vicechatdev/patches/util.py

    overlay specification element-identification data-structure tuple-construction

  • function layer_sort

    Computes a global topological ordering of layers from a HoloMap containing CompositeOverlay objects by analyzing layer dependencies and sorting them.

    File: /tf/active/vicechatdev/patches/util.py

    holoviews visualization layer-ordering topological-sort composite-overlay

  • function layer_groups

    Groups elements from an ordering list into a dictionary based on a slice of each element's specification, using the first 'length' items as the grouping key.

    File: /tf/active/vicechatdev/patches/util.py

    grouping data-organization layer-management hierarchical-structure dictionary

  • function iterative_select

    Recursively selects subgroups from a hierarchical object structure by iterating through dimensions and applying select operations, avoiding duplication of selections.

    File: /tf/active/vicechatdev/patches/util.py

    hierarchical-selection recursive data-selection dimension-traversal holoviews

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