feat: Add identity usurpation detection feature#14
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This commit introduces a new feature to the social media analyzer that helps users detect identity usurpation and impersonation on social media profiles. The new functionality includes: - A dedicated checklist of indicators for identity theft, such as claims of being a "new account," urgent requests for money, and inconsistencies in behavior. - A new analysis function, `analyze_identity_usurpation`, that guides the user through the checklist and provides a suspicion score. - Integration of the new feature into the main application menu, allowing users to choose between general fake profile analysis and the more specific identity usurpation analysis. - Updates to the standalone test runner in `fake_profile_detector.py` to allow for direct testing of the new functionality.
Reviewer's GuideIntroduces a new manual identity usurpation detection feature by defining a dedicated checklist of indicators, implementing a guided analysis function with scoring logic, and integrating this option into both the standalone CLI runner and the main application menu. Sequence diagram for identity usurpation analysis interactionsequenceDiagram
actor User
participant CLI
participant "analyze_identity_usurpation()"
participant Browser
User->>CLI: Selects 'Identity Usurpation Analysis'
CLI->>User: Prompts for platform and profile URL
User->>CLI: Provides platform and profile URL
CLI->>"analyze_identity_usurpation()": Calls function with URL and platform
"analyze_identity_usurpation()"->>Browser: Opens profile URL
"analyze_identity_usurpation()"->>User: Presents checklist questions
User->>"analyze_identity_usurpation()": Answers questions
"analyze_identity_usurpation()"->>User: Displays suspicion score and assessment
Flow diagram for main menu integration of identity usurpation analysisflowchart TD
A["Start CLI tool"] --> B["Select analysis type"]
B -->|General Fake Profile| C["analyze_profile_based_on_user_input()"]
B -->|Identity Usurpation| D["analyze_identity_usurpation()"]
B -->|Phishing/Scam Message| E["analyze_text_for_scams()"]
File-Level Changes
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Hey there - I've reviewed your changes - here's some feedback:
- Consider extracting the repeated user-interaction loop into a shared helper to reduce duplication and simplify adding future analysis flows.
- Standardize your indicator schema (e.g., always provide both weight and detail fields for yes/no cases) to avoid potential inconsistencies or missing-key errors.
- Decouple the core scoring logic from direct console I/O so you can more easily unit‐test the analysis without requiring manual inputs.
Prompt for AI Agents
Please address the comments from this code review:
## Overall Comments
- Consider extracting the repeated user-interaction loop into a shared helper to reduce duplication and simplify adding future analysis flows.
- Standardize your indicator schema (e.g., always provide both weight and detail fields for yes/no cases) to avoid potential inconsistencies or missing-key errors.
- Decouple the core scoring logic from direct console I/O so you can more easily unit‐test the analysis without requiring manual inputs.
## Individual Comments
### Comment 1
<location> `social_media_analyzer/fake_profile_detector.py:339` </location>
<code_context>
+ print(f"\n--- Analyzing {platform.capitalize()} Profile for Identity Usurpation (Manual Check) ---")
+ print("This check is designed to help you determine if a profile is impersonating someone you know.")
+ print(f"Please open the profile in your browser or app: {profile_url}")
+ webbrowser.open(profile_url)
+
+ user_responses = {}
</code_context>
<issue_to_address>
Opening the profile URL in the browser may not be desirable in all environments.
This behavior may cause issues in non-interactive environments. Please make browser opening optional or add a warning.
</issue_to_address>
<suggested_fix>
<<<<<<< SEARCH
def analyze_identity_usurpation(profile_url, platform):
"""
Guides the user through a checklist to assess if a profile is impersonating someone.
"""
print(f"\n--- Analyzing {platform.capitalize()} Profile for Identity Usurpation (Manual Check) ---")
print("This check is designed to help you determine if a profile is impersonating someone you know.")
print(f"Please open the profile in your browser or app: {profile_url}")
webbrowser.open(profile_url)
user_responses = {}
=======
def analyze_identity_usurpation(profile_url, platform, open_in_browser=True):
"""
Guides the user through a checklist to assess if a profile is impersonating someone.
Parameters:
profile_url (str): The URL of the profile to analyze.
platform (str): The social media platform name.
open_in_browser (bool, optional): If True, attempts to open the profile URL in the browser. Defaults to True.
"""
print(f"\n--- Analyzing {platform.capitalize()} Profile for Identity Usurpation (Manual Check) ---")
print("This check is designed to help you determine if a profile is impersonating someone you know.")
print(f"Please open the profile in your browser or app: {profile_url}")
if open_in_browser:
print("Attempting to open the profile URL in your default browser...")
print("NOTE: If you are running this in a non-interactive or headless environment, you may wish to disable browser opening by setting open_in_browser=False.")
webbrowser.open(profile_url)
else:
print("Browser opening is disabled (open_in_browser=False). Please manually open the profile URL if desired.")
user_responses = {}
>>>>>>> REPLACE
</suggested_fix>Help me be more useful! Please click 👍 or 👎 on each comment and I'll use the feedback to improve your reviews.
Comment on lines
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| def analyze_identity_usurpation(profile_url, platform): | ||
| """ | ||
| Guides the user through a checklist to assess if a profile is impersonating someone. | ||
| """ | ||
| print(f"\n--- Analyzing {platform.capitalize()} Profile for Identity Usurpation (Manual Check) ---") | ||
| print("This check is designed to help you determine if a profile is impersonating someone you know.") | ||
| print(f"Please open the profile in your browser or app: {profile_url}") | ||
| webbrowser.open(profile_url) | ||
|
|
||
| user_responses = {} |
There was a problem hiding this comment.
suggestion: Opening the profile URL in the browser may not be desirable in all environments.
This behavior may cause issues in non-interactive environments. Please make browser opening optional or add a warning.
Suggested change
| def analyze_identity_usurpation(profile_url, platform): | |
| """ | |
| Guides the user through a checklist to assess if a profile is impersonating someone. | |
| """ | |
| print(f"\n--- Analyzing {platform.capitalize()} Profile for Identity Usurpation (Manual Check) ---") | |
| print("This check is designed to help you determine if a profile is impersonating someone you know.") | |
| print(f"Please open the profile in your browser or app: {profile_url}") | |
| webbrowser.open(profile_url) | |
| user_responses = {} | |
| def analyze_identity_usurpation(profile_url, platform, open_in_browser=True): | |
| """ | |
| Guides the user through a checklist to assess if a profile is impersonating someone. | |
| Parameters: | |
| profile_url (str): The URL of the profile to analyze. | |
| platform (str): The social media platform name. | |
| open_in_browser (bool, optional): If True, attempts to open the profile URL in the browser. Defaults to True. | |
| """ | |
| print(f"\n--- Analyzing {platform.capitalize()} Profile for Identity Usurpation (Manual Check) ---") | |
| print("This check is designed to help you determine if a profile is impersonating someone you know.") | |
| print(f"Please open the profile in your browser or app: {profile_url}") | |
| if open_in_browser: | |
| print("Attempting to open the profile URL in your default browser...") | |
| print("NOTE: If you are running this in a non-interactive or headless environment, you may wish to disable browser opening by setting open_in_browser=False.") | |
| webbrowser.open(profile_url) | |
| else: | |
| print("Browser opening is disabled (open_in_browser=False). Please manually open the profile URL if desired.") | |
| user_responses = {} |
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This commit introduces a new feature to the social media analyzer that helps users detect identity usurpation and impersonation on social media profiles.
The new functionality includes:
analyze_identity_usurpation, that guides the user through the checklist and provides a suspicion score.fake_profile_detector.pyto allow for direct testing of the new functionality.Summary by Sourcery
Add an identity usurpation detection feature to the social media analyzer, including a manual checklist with weighted indicators, a scoring function, and integration into both the standalone CLI tool and the main application menu.
New Features:
Enhancements: