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Case StudyTier BResearchSpring 2023
Ganjoor Comment Mining & Analysis
Exploratory data-mining assignment collecting and analyzing comments across selected Persian poetry works.
DataResearchAutomation
Context
Spring 2023 · Academic data-mining project · Maturity: Research.
Problem
Create a structured dataset from discussion/comments attached to poetry works for exploratory analysis.
Users
Academic data-mining context.
My Role
Academic data collection/analysis implementation.
Product Decisions & Responsibilities
- Defined a tractable corpus across selected works and poets.
Technical Approach
- Collected 1,575 JSONL comment records and prepared analysis-ready data.
PythonScrapyJSONLData mining
Constraints
- Exploratory assignment; not a production data product.
Product Flow
- Select works
- Collect comments
- Normalize JSONL
- Explore/analyze
Outcome
- 1,575 comment records across selected works of six poets.
What I Learned
- Corpus scope should be explicit in exploratory data work.
Evidence Boundary
What this does — and does not — prove
Exploratory/data-collection assignment only.
Next Iteration
Extend the product only after the next decision can be tied to stronger user, operational, or business evidence rather than adding features for their own sake.