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Analysis Charts

Feature Overview

Data analysis charts are important analysis tools of the IO data platform, helping users deeply understand data structure, annotation patterns and work efficiency through various visualization charts. The platform provides rich chart types and interactive functions, supporting data analysis from different dimensions and providing data support for decision-making.


Main Features

Action Planning Analysis

Action Flow Diagram

Through action flow diagrams, you can intuitively see the complete sequence of robot actions, key nodes of each action, and logical relationships between actions. The system can also analyze optimal action paths, helping you optimize robot behavior planning.

Action Complexity Analysis

The system calculates action complexity scores, analyzes distribution of different difficulty actions, displays action learning difficulty changes, and provides action optimization suggestions. These analyses help you understand action difficulty levels and provide basis for training and optimization.

Action Relationship Analysis

Action Dependency Diagram

Action dependency diagrams show dependency relationships between actions, analyze causal relationships of actions, display temporal order of actions, and identify parallel actions. This analysis helps you understand logical relationships between actions and optimize execution strategies.

Action Similarity Analysis

By calculating similarity between actions, cluster similar actions, identify common action patterns, and discover abnormal action combinations. These analyses help you discover action patterns and abnormal situations.

Action Time Analysis

Time Distribution Chart

Analyze action execution time distribution, statistics waiting time between actions, calculate total task execution time, and analyze action execution efficiency. These indicators help you understand temporal characteristics of actions and optimize execution efficiency.

Time Trend Analysis

Display change trends of action time, identify performance bottlenecks, predict future execution time, and provide time optimization suggestions. These analyses help you continuously improve action execution efficiency.

Front-back Dependency Analysis

Dependency Relationship Diagram

Analyze action prerequisites, analyze subsequent effects of actions, quantify strength of dependency relationships, and detect circular dependency relationships. This analysis helps you understand dependency relationships between actions and avoid execution conflicts.

Dependency Optimization

Simplify complex dependency relationships, optimize parallel execution strategies, adjust action execution order, and identify bottlenecks in dependency relationships. These optimization measures can improve overall execution efficiency.

Annotation Calendar Analysis

Timeline View

Display annotation work time progress, show task distribution on timeline, mark important time nodes, and predict future work progress. This view helps you comprehensively understand annotation work scheduling.

Work Efficiency Analysis

Analyze daily annotation workload, statistics weekly work completion, evaluate monthly work results, and analyze work efficiency change trends. These analyses help you understand team work efficiency and optimize resource allocation.

Data Quality Analysis

Quality Distribution Chart

Display data distribution by different quality levels, analyze quality changes over time, statistics various quality problems, and evaluate quality improvement effects. These analyses help you comprehensively understand data quality status.

Annotator Performance Analysis

Analyze individual annotator work performance, compare performance between different annotators, evaluate annotator skill levels, and provide personalized training suggestions. These analyses help you improve overall team capabilities.

Project Progress Analysis

Progress Dashboard

Display overall project completion progress, show completion status of each task, track key milestone progress, and warn of project progress risks. This dashboard provides comprehensive progress information for project management.

Resource Usage Analysis

Analyze personnel resource utilization, statistics device usage, monitor storage resource usage, and analyze project cost composition. These analyses help you optimize resource allocation and control project costs.

Applicable Roles

Administrator

As a platform administrator, you can monitor overall platform operation status, optimize resource allocation and usage, control overall data quality, and provide data support for management decisions. These functions ensure the platform's analysis service is stable and efficient.

Project Manager

Project managers can deeply analyze project progress, identify problems and bottlenecks in projects, provide project optimization suggestions, and prepare analysis data for upper-level reporting. Through chart analysis module, project managers can comprehensively understand project status.