Product Analysis Module
Overview Description
The Product Analysis Module provides comprehensive analytical capabilities for examining product data, reviews, sales trends, and viewpoints within the system. This module enables users to gain valuable insights into product performance and competitive analysis.
The module's primary purpose is to transform raw product data into actionable intelligence that can inform business decisions, product improvements, and marketing strategies. It offers various visualization tools and data comparison features to help users identify patterns, strengths, weaknesses, and opportunities.
Activity Diagram
---
config:
theme: base
layout: dagre
flowchart:
curve: linear
htmlLabels: true
themeVariables:
edgeLabelBackground: "transparent"
---
flowchart TD
%% Main components
Dataset[(Dataset)]
%% Process steps with numbering
Dataset --- Step1[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>1</span>
<p style='margin-top: 8px'>Load Data</p>
</div>
]
Step1 --> LoadData[Load Dataset History]
LoadData --- Step2[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>2</span>
<p style='margin-top: 8px'>Analyze</p>
</div>
]
Step2 --> AnalysisType{Analysis Type}
AnalysisType -->|Product List| Step3A[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>3A</span>
<p style='margin-top: 8px'>Product Details</p>
</div>
]
Step3A --> ProductDetails[Product Details]
AnalysisType -->|Review Analysis| Step3B[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>3B</span>
<p style='margin-top: 8px'>Review Analysis</p>
</div>
]
Step3B --> ReviewAnalysis[View Review Charts/Sentences]
AnalysisType -->|Comparison| Step3C[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>3C</span>
<p style='margin-top: 8px'>Comparison</p>
</div>
]
Step3C --> Comparison[Comparison Tables]
AnalysisType -->|Sales Analysis| Step3D[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>3D</span>
<p style='margin-top: 8px'>Sales Analysis</p>
</div>
]
Step3D --> SalesAnalysis[Sales Trends Chart]
AnalysisType -->|Viewpoint Analysis| Step3E[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>3E</span>
<p style='margin-top: 8px'>Viewpoint Analysis</p>
</div>
]
Step3E --> ViewpointAnalysis[Viewpoint Data]
ViewpointAnalysis --- Step4[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>4</span>
<p style='margin-top: 8px'>Specific Analysis</p>
</div>
]
Step4 --> SpecificAnalysis[Specific Viewpoints]
SpecificAnalysis -->|Product Comparison| Step5A[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>5A</span>
<p style='margin-top: 8px'>Comparison</p>
</div>
]
Step5A --> SpecificComparison[Specific Comparison Table]
SpecificAnalysis -->|Review Analysis| Step5B[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>5B</span>
<p style='margin-top: 8px'>Review Analysis</p>
</div>
]
Step5B --> SpecificReview[Specific Review Table]
%% Styling
style Dataset fill:#ffe6cc,stroke:#ff9900,stroke-width:2px
style LoadData fill:#f0f8e6,stroke:#339933,stroke-width:2px
style AnalysisType fill:#f5f0ff,stroke:#9966cc,stroke-width:2px
style ProductDetails fill:#f0f8e6,stroke:#339933,stroke-width:2px
style ReviewAnalysis fill:#f0f8e6,stroke:#339933,stroke-width:2px
style Comparison fill:#f0f8e6,stroke:#339933,stroke-width:2px
style SalesAnalysis fill:#f0f8e6,stroke:#339933,stroke-width:2px
style ViewpointAnalysis fill:#f0f8e6,stroke:#339933,stroke-width:2px
style SpecificAnalysis fill:#f0f8e6,stroke:#339933,stroke-width:2px
style SpecificComparison fill:#f0f8e6,stroke:#339933,stroke-width:2px
style SpecificReview fill:#f0f8e6,stroke:#339933,stroke-width:2px
style Step1 fill:transparent,stroke:transparent,stroke-width:1px
style Step2 fill:transparent,stroke:transparent,stroke-width:1px
style Step3A fill:transparent,stroke:transparent,stroke-width:1px
style Step3B fill:transparent,stroke:transparent,stroke-width:1px
style Step3C fill:transparent,stroke:transparent,stroke-width:1px
style Step3D fill:transparent,stroke:transparent,stroke-width:1px
style Step3E fill:transparent,stroke:transparent,stroke-width:1px
style Step4 fill:transparent,stroke:transparent,stroke-width:1px
style Step5A fill:transparent,stroke:transparent,stroke-width:1px
style Step5B fill:transparent,stroke:transparent,stroke-width:1px
Viewpoint Type
---
config:
theme: base
layout: dagre
flowchart:
curve: linear
htmlLabels: true
themeVariables:
edgeLabelBackground: "transparent"
---
flowchart TD
%% Main components
Dataset[(Dataset)]
AnalyzerDB[(Analyzer DB)]
%% Process steps with numbering
Dataset --- Step1[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>1</span>
<p style='margin-top: 8px'>Analyze</p>
</div>
]
Step1 --> AnalyzerAPI{Analyzer API}
AnalyzerDB --- Step2[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>2</span>
<p style='margin-top: 8px'>Batch Process</p>
</div>
]
Step2 --> SpecificBatch{Specific Viewpoint Batch}
AnalyzerAPI -->|Common Viewpoints| Step3A[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>3A</span>
<p style='margin-top: 8px'>Common</p>
</div>
]
Step3A --> CommonViewpoints[Common Viewpoints]
AnalyzerAPI -->|AI Viewpoints| Step3B[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>3B</span>
<p style='margin-top: 8px'>AI Analysis</p>
</div>
]
Step3B --> AIViewpoints[Retrieve AI Viewpoints]
SpecificBatch -->|Specific Viewpoints| Step3C[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>3C</span>
<p style='margin-top: 8px'>Specific</p>
</div>
]
Step3C --> UserSpecific[User Specific Viewpoint]
AIViewpoints --> Step4A[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>4A</span>
<p style='margin-top: 8px'>Comparison</p>
</div>
]
Step4A --> ComparisonTable[Comparison Table]
AIViewpoints --> Step4B[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>4B</span>
<p style='margin-top: 8px'>Review Table</p>
</div>
]
Step4B --> ReviewTable[Review Table]
AIViewpoints --> Step4C[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>4C</span>
<p style='margin-top: 8px'>Review Chart</p>
</div>
]
Step4C --> ReviewChart[Review Chart]
AIViewpoints --> Step4D[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>4D</span>
<p style='margin-top: 8px'>Viewpoint Chart</p>
</div>
]
Step4D --> ViewpointChart[Review Chart by Viewpoint]
UserSpecific --> Step5A[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>5A</span>
<p style='margin-top: 8px'>Details</p>
</div>
]
Step5A --> SpecificDetails[Specific Viewpoint Details]
UserSpecific --> Step5B[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>5B</span>
<p style='margin-top: 8px'>Comparison</p>
</div>
]
Step5B --> SpecificComparison[Comparison Table]
UserSpecific --> Step5C[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>5C</span>
<p style='margin-top: 8px'>Review Table</p>
</div>
]
Step5C --> SpecificReviewTable[Review Table]
UserSpecific --> Step5D[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>5D</span>
<p style='margin-top: 8px'>Review Chart</p>
</div>
]
Step5D --> SpecificReviewChart[Review Chart //Phase 2// ]
UserSpecific --> Step5E[
<div style='text-align: center'>
<span style='display: inline-block; background-color: #6699cc !important; color:white; width: 28px; height: 28px; line-height: 28px; border-radius: 50%; font-weight: bold'>5E</span>
<p style='margin-top: 8px'>Viewpoint Chart</p>
</div>
]
Step5E --> SpecificViewpointChart[Review Chart by Viewpoint //Phase 2//]
%% Styling
style Dataset fill:#ffe6cc,stroke:#ff9900,stroke-width:2px
style AnalyzerDB fill:#ffe6cc,stroke:#ff9900,stroke-width:2px
style AnalyzerAPI fill:#f5f0ff,stroke:#9966cc,stroke-width:2px
style SpecificBatch fill:#f5f0ff,stroke:#9966cc,stroke-width:2px
style CommonViewpoints fill:#f0f8e6,stroke:#339933,stroke-width:2px
style AIViewpoints fill:#f0f8e6,stroke:#339933,stroke-width:2px
style UserSpecific fill:#f0f8e6,stroke:#339933,stroke-width:2px
style ComparisonTable fill:#f0f8e6,stroke:#339933,stroke-width:2px
style ReviewTable fill:#f0f8e6,stroke:#339933,stroke-width:2px
style ReviewChart fill:#f0f8e6,stroke:#339933,stroke-width:2px,color:#222
style ViewpointChart fill:#f0f8e6,stroke:#339933,stroke-width:2px,color:#222
style SpecificDetails fill:#f0f8e6,stroke:#339933,stroke-width:2px
style SpecificComparison fill:#f0f8e6,stroke:#339933,stroke-width:2px
style SpecificReviewTable fill:#f0f8e6,stroke:#339933,stroke-width:2px
style SpecificReviewChart fill:#cccccc,stroke:#888888,stroke-width:2px,color:#222
style SpecificViewpointChart fill:#cccccc,stroke:#888888,stroke-width:2px,color:#222
style Step1 fill:transparent,stroke:transparent,stroke-width:1px
style Step2 fill:transparent,stroke:transparent,stroke-width:1px
style Step3A fill:transparent,stroke:transparent,stroke-width:1px
style Step3B fill:transparent,stroke:transparent,stroke-width:1px
style Step3C fill:transparent,stroke:transparent,stroke-width:1px
style Step4A fill:transparent,stroke:transparent,stroke-width:1px
style Step4B fill:transparent,stroke:transparent,stroke-width:1px
style Step4C fill:transparent,stroke:transparent,stroke-width:1px
style Step4D fill:transparent,stroke:transparent,stroke-width:1px
style Step5A fill:transparent,stroke:transparent,stroke-width:1px
style Step5B fill:transparent,stroke:transparent,stroke-width:1px
style Step5C fill:transparent,stroke:transparent,stroke-width:1px
style Step5D fill:transparent,stroke:transparent,stroke-width:1px
style Step5E fill:transparent,stroke:transparent,stroke-width:1px
Module Features
| Name | Overview Link | Description |
|---|---|---|
| Base Product | Base Product | Retrieves and displays products from a specified dataset |
| Review Analysis | Review Analysis | Provides charts and sentence data from product reviews |
| Similar Products | Similar Products | Identifies and displays products similar to those in the dataset |
| Comparison Tools | Comparison Tools | Enables side-by-side comparison of product features and performance |
| Viewpoint Analysis | Viewpoint Analysis | Analyzes common and specific viewpoints in product reviews |
| Sales Trend Analysis | Sales Trend Analysis | Presents sales performance data over time |
| Dataset Management | Dataset Management | Allows retrying dataset analysis when needed |
| Specific Viewpoint Comparison Table | Specific Viewpoint Comparison Table | Compares products based on specific viewpoints from reviews |
| Specific Viewpoint Review Table | Specific Viewpoint Review Table | Displays review sentences filtered by specific viewpoints |