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Search Results for "treatments"

Found 24 matching component(s)

  • 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_critical_errors

    Displays critical data quality errors in treatment records, focusing on date anomalies including 1900 dates, extreme future dates, and extreme past dates relative to flock lifecycles.

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

    data-quality validation error-reporting date-validation data-cleaning

  • function analyze_problematic_products

    Analyzes and prints statistical information about products involved in severe timing issues, including product frequency counts and their associated diagnostic classes.

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

    data-analysis healthcare medical-products timing-issues diagnostic-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 generate_action_report

    Generates a comprehensive corrective action report for data quality issues in treatment records, categorizing actions by urgency and providing impact assessment.

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

    data-quality reporting veterinary treatment-records data-validation

  • function main_v56

    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 get_all_dbo_treatments

    Retrieves all nodes labeled as 'dbo_Treatments' from a Neo4j graph database with a configurable limit on the number of results returned.

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

    neo4j graph-database cypher-query database-query treatments

  • function get_dbo_treatments_by_id

    Retrieves a single dbo_Treatments node from a Neo4j graph database by its unique ID.

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

    neo4j graph-database query database-retrieval treatments

  • function get_dbo_treatments_by_uid

    Retrieves a single dbo_Treatments node from a Neo4j graph database by matching its unique identifier (UID).

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

    neo4j graph-database query lookup treatments

  • function create_dbo_treatments

    Creates a new node labeled 'dbo_Treatments' in a Neo4j graph database with the specified properties and returns the created node.

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

    neo4j graph-database database create insert

  • function get_dbo_treatments_with_references_establishment_dbo_establishment

    Queries a Neo4j graph database to retrieve dbo_Establishment nodes that are connected to a specific dbo_Treatments node through a REFERENCES_ESTABLISHMENT relationship.

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

    neo4j graph-database cypher-query relationship-traversal healthcare

  • function create_references_establishment_relationship_v6

    Creates a REFERENCES_ESTABLISHMENT relationship in a Neo4j graph database between a dbo_Treatments node (source) and a dbo_Establishment node (target), with optional properties on the relationship.

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

    neo4j graph-database relationship-creation cypher-query healthcare-data

  • function get_dbo_treatments_with_references_flocks_dbo_flocks

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

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

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

  • function create_references_flocks_relationship_v2

    Creates a REFERENCES_FLOCKS relationship in a Neo4j graph database between a dbo_Treatments node (source) and a dbo_Flocks node (target), with optional properties on the relationship.

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

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

  • function get_dbo_treatments_with_references_houses_dbo_houses

    Retrieves dbo_Houses nodes from a Neo4j graph database that are connected to a specific dbo_Treatments 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_v3

    Creates a REFERENCES_HOUSES relationship in a Neo4j graph database between a dbo_Treatments node (source) and a dbo_Houses node (target), 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_treatments_with_references_product_dbo_product

    Retrieves dbo_Product nodes from a Neo4j graph database that are connected to a specific dbo_Treatments node via a REFERENCES_PRODUCT relationship.

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

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

  • function create_references_product_relationship

    Creates a REFERENCES_PRODUCT relationship in a Neo4j graph database between a dbo_Treatments node and a dbo_Product 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

  • function get_dbo_treatments_with_references_tnv_dbo_tnv

    Queries a Neo4j graph database to retrieve dbo_TNV nodes that are connected to a specific dbo_Treatments node through a REFERENCES_TNV relationship.

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

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

  • function create_references_tnv_relationship

    Creates a REFERENCES_TNV relationship in a Neo4j graph database between a dbo_Treatments node and a dbo_TNV 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

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