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MESQUAL Suite Documentation
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Welcome to MESQUAL Suite Documentation
About MESQUAL Framework
About Vanilla Studies Repository
MESQUAL API Reference
MESQUAL API Reference
Core
Core
StudyManager
Datasets
Flag System
Flag System
Flag
FlagIndex
Units
Validation
KPIs
KPIs
Core Classes
Core Classes
KPI & Attributes
KPI Collection
Aggregations
Builders
Builders
Flag Agg Builder
Comparison Builder
Base Builder Class
Definitions
Definitions
Base Definition
Flag Aggregation
Comparison
Custom
Visualization Modules
Visualization Modules
TimeSeriesDashboard
Folium Viz System
Folium Viz System
Areas
Circle Marker
Text Overlay
Lines
Line Text Overlay
Arrow Icon
Base
Base
Abstract System
Data Item
KPI Collection Visualizer
Legends
HTML Table
HTML Dashboard
Energy Data Handling
Energy Data Handling
Area Accounting
Area Accounting
Area / Border Model Generators
Area Variables
Border Variables
Model Membership Handling
Model Membership Handling
Property Enricher
Pairs Appender
Variable Utils
Variable Utils
In-common Aggregations
Up-/Down Directional Aggregations
Congestion Rent
Regional Trade Balance
Granularity Modules
Network Lines Data
Time Series Gap Handling
Utils
Utils
pandas_utils
pandas_utils
Flatten DF
Pend Properties
Filter by Model
xs DF
Sort MultiIndex
Merge MultiIndex Levels
Set New Column in MultiIndex
Combine DFs
plotly_utils
plotly_utils
PlotlyTheme
figure_utils
px_category_utils
folium_utils
folium_utils
Screenshotter
Studies & Examples
Studies & Examples
Intro to MESQUAL
Intro to MESQUAL
MESQUAL 101: StudyManager and Dataset Fundamentals
MESQUAL 102: Advanced Data Fetching Techniques
MESQUAL 103: Scenario Attributes
MESQUAL 201: KPI Framework and Unit Handling
MESQUAL 202: KPI Collections and Pretty Tables
MESQUAL 301: Time Series Dashboard
MESQUAL 302: Segmented Colormap
MESQUAL 401: Folium Model Data Visualization - Areas, Points, and Lines
MESQUAL 304: Folium KPI Visualization System
MESQUAL 307: Country Plotter Utility Module
MESQUAL 305: HTML Dashboard Utility
KPI Builders
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KPI Builders - Fluent API for creating KPI definitions in bulk.