vivainsights

• Reference - Functions
• 📊 Visualization Functions
  • Core Visualization
    • vivainsights.create_bar module
      • create_bar_calc()
      • create_bar_viz()
      • create_bar()
    • vivainsights.create_boxplot module
      • create_boxplot_calc()
      • create_boxplot_summary()
      • create_boxplot_viz()
      • create_boxplot()
    • vivainsights.create_bubble module
      • create_bubble()
    • vivainsights.create_line module
      • create_line_calc()
      • create_line_viz()
      • create_line()
    • vivainsights.create_rank module
      • create_rank_calc()
      • create_rank_viz()
      • create_rank()
  • Time Series & Trends
    • vivainsights.create_trend module
      • create_trend()
      • create_trend_calc()
      • create_trend_viz()
  • Specialized Visualizations
    • vivainsights.create_sankey module
      • create_sankey()
    • vivainsights.create_lorenz module
      • get_value_proportion()
      • compute_gini()
      • create_lorenz()
    • vivainsights.create_inc module
      • create_inc()
      • create_inc_bar()
      • create_inc_grid()
  • Advanced Analytics Visualizations
    • vivainsights.create_bar_asis module
      • create_bar_asis()
    • vivainsights.create_IV module
      • p_test()
      • calculate_IV()
      • map_IV()
      • plot_WOE()
      • create_IV()
    • vivainsights.create_odds_ratios module
      • create_odds_ratios()
      • compute_fav()
• 🔍 Data Analysis & Identification
  • Employee Behavior Analysis
    • vivainsights.identify_churn module
      • identify_churn()
    • vivainsights.identify_tenure module
      • identify_tenure()
    • vivainsights.identify_habit module
      • identify_habit()
    • vivainsights.identify_usage_segments module
      • identify_usage_segments()
      • plot_ts_us()
  • Data Quality & Anomaly Detection
    • vivainsights.identify_outlier module
      • identify_outlier()
    • vivainsights.identify_inactiveweeks module
      • identify_inactiveweeks()
    • vivainsights.identify_holidayweeks module
      • identify_holidayweeks()
    • vivainsights.identify_nkw module
      • identify_nkw()
  • Time & Date Analysis
    • vivainsights.identify_daterange module
      • identify_datefreq()
    • vivainsights.extract_date_range module
      • extract_date_range()
• 🌐 Network Analysis
  • Network Visualization & Analysis
    • vivainsights.network_g2g module
      • network_g2g()
      • setColor()
    • vivainsights.network_p2p module
      • network_p2p()
    • vivainsights.network_summary module
      • network_summary()
• 📁 Data Management
  • Sample Data Sources
    • vivainsights.pq_data module
      • load_pq_data()
    • vivainsights.mt_data module
      • load_mt_data()
    • vivainsights.g2g_data module
      • load_g2g_data()
    • vivainsights.p2p_data module
      • load_p2p_data()
    • vivainsights.p2g_data module
      • load_p2g_data()
    • vivainsights.p2p_data_sim module
      • p2p_data_sim()
  • Data Import & Export
    • vivainsights.import_query module
      • import_query()
    • vivainsights.export module
      • export()
• 🔧 Utility Functions
  • Data Processing Utilities
    • vivainsights.extract_hr module
      • extract_hr()
    • vivainsights.hrvar_count module
      • hrvar_count_calc()
      • hrvar_count_viz()
      • hrvar_count()
    • vivainsights.totals_col module
      • totals_col()
  • Text & Formatting Utilities
    • vivainsights.us_to_space module
      • Description
      • us_to_space()
  • Validation & Configuration
    • vivainsights.check_inputs module
      • check_inputs()
    • vivainsights.color_codes module
      • Colors
  • Advanced Analytics
    • vivainsights.xicor module
      • xicor()
    • vivainsights.key_metrics_scan module
      • keymetrics_scan()
• Module contents