Update analysis.md

[mayurkmmt]

fix:Check and update index_plot, cross-shop and revenue-tree code and refactor the docs.

Summary by CodeRabbit

• Documentation

  • Improved and expanded examples for analysis modules, including clearer data preparation steps and updated usage patterns.
  • Added explicit imports and revised parameter usage for plotting and analysis examples to enhance clarity and consistency.
  • Corrected image paths in documentation for better reference.

• Tests

  • Updated test data generation to use a more explicit frequency alias for date ranges, ensuring consistency with documentation examples.

[coderabbitai]

Walkthrough

This update revises the documentation and test examples for various analysis modules and plotting functions. Key changes include updating date frequency parameters from "M" to "ME", enhancing data generation and parameterization in code examples, correcting image paths, and standardizing import statements. Adjustments were made to how example constructors are called, favoring explicit column/value pairs over boolean filters. No changes were made to the actual codebase or public APIs; all modifications are limited to documentation and test fixtures.

Changes

File(s)	Change Summary
docs/analysis_modules.md	Updated and expanded code examples for area plot, venn diagram, index plot, cross shop, and revenue tree; improved data generation, parameterization, imports, and image paths.
tests/plots/test_area.py	Changed date frequency in sample data from "M" to "ME" in test fixture.
tests/plots/test_scatter.py	Changed date frequency in sample data from "M" to "ME" in test fixture.

Sequence Diagram(s)

sequenceDiagram
    participant User
    participant Documentation
    participant ExampleCode

    User->>Documentation: Reads updated analysis module examples
    Documentation->>ExampleCode: Provides improved data generation and usage patterns
    ExampleCode->>User: Demonstrates standardized and clearer usage

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Possibly related PRs

• area plot #116: Introduces the area plot feature and its documentation; this PR updates the area plot example usage related to that feature.
• docs: updated analysis module docs #80: Expands documentation for analysis modules including the index plot, related at the documentation level to this PR.
• feat: revenue tree #88: Implements the Revenue Tree feature and documentation; this PR updates the Revenue Tree examples accordingly.

Suggested labels

documentation, Review effort [1-5]: 2

Suggested reviewers

• mvanwyk

Poem

In the warren of docs, a change took root,
With pandas and plots now clear and astute.
Dates march by with "ME" in their stride,
Examples improved, no detail to hide.
A hop, a skip, through code that’s bright—
This bunny approves: the docs feel right! 🐇

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📜 Recent review details

Configuration used: CodeRabbit UI
Review profile: CHILL
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📥 Commits

Reviewing files that changed from the base of the PR and between 868cfb7 and 2b09820.

⛔ Files ignored due to path filters (2)

• docs/assets/images/analysis_modules/cross_shop.svg is excluded by !**/*.svg
• docs/assets/images/analysis_modules/plots/index_plot.svg is excluded by !**/*.svg

📒 Files selected for processing (3)

• docs/analysis_modules.md (6 hunks)
• tests/plots/test_area.py (1 hunks)
• tests/plots/test_scatter.py (1 hunks)

✅ Files skipped from review due to trivial changes (1)

• tests/plots/test_area.py

🚧 Files skipped from review as they are similar to previous changes (2)

• tests/plots/test_scatter.py
• docs/analysis_modules.md

⏰ Context from checks skipped due to timeout of 90000ms (1)

• GitHub Check: Pre-Commit

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[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

see 3 files with indirect coverage changes

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