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Search Results for "poultry"

Found 13 matching component(s)

  • function main_v4

    Command-line interface function that orchestrates pattern-based extraction of poultry flock data, including data loading, pattern classification, geocoding, and export functionality.

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

    cli command-line-interface data-extraction poultry-data pattern-analysis

  • function quick_clean

    Cleans flock data by identifying and removing flocks that have treatment records with timing inconsistencies (treatments administered outside the flock's start/end date range).

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

    data-cleaning data-quality flock-management livestock poultry

  • 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 create_data_quality_dashboard

    Creates an interactive command-line dashboard for analyzing data quality issues in treatment timing data, specifically focusing on treatments administered outside of flock lifecycle dates.

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

    data-quality dashboard interactive menu-driven timing-analysis

  • function show_problematic_flocks

    Analyzes and displays problematic flocks from a dataset by identifying those with systematic timing issues in their treatment records, categorizing them by severity and volume.

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

    data-quality reporting diagnostics livestock-management data-validation

  • function analyze_temporal_trends

    Analyzes and prints temporal trends in timing issues for treatments that occur before flock start dates or after flock end dates, breaking down occurrences by year and month.

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

    temporal-analysis data-quality time-series reporting data-validation

  • 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 identify_variables

    Categorizes DataFrame columns into Eimeria infection variables, performance measure variables, and grouping variables based on keyword matching in column names.

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

    data-preprocessing variable-classification keyword-matching veterinary-research eimeria

  • 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_dbo_flocks_with_references_houses_dbo_houses

    Retrieves dbo_Houses nodes from a Neo4j graph database that are connected to a specific dbo_Flocks node via a REFERENCES_HOUSES relationship.

    File: /tf/active/vicechatdev/neo4j_schema/neo4j_python_snippets.py

    neo4j graph-database cypher-query relationship-traversal database-query

  • function create_references_houses_relationship_v2

    Creates a directed REFERENCES_HOUSES relationship in a Neo4j graph database from a dbo_Flocks node to a dbo_Houses node, with optional properties on the relationship.

    File: /tf/active/vicechatdev/neo4j_schema/neo4j_python_snippets.py

    neo4j graph-database relationship-creation cypher-query database-operations

  • function get_dbo_houses_with_references_flocktypes_dbo_flocktypes

    Queries a Neo4j graph database to retrieve dbo_FlockTypes nodes that are connected to a specific dbo_Houses node via a REFERENCES_FLOCKTYPES relationship.

    File: /tf/active/vicechatdev/neo4j_schema/neo4j_python_snippets.py

    neo4j graph-database cypher-query relationship-traversal database-query

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