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Merge pull request #10 from GYFX35/feature/expand-platform-support
Feature/expand platform support
2 parents 5ec4c25 + 899645b commit 5276c45

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Lines changed: 172 additions & 35 deletions

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‎social_media_analyzer/__pycache__/__init__.cpython-312.pyc‎

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‎social_media_analyzer/__pycache__/heuristics.cpython-312.pyc‎

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‎social_media_analyzer/__pycache__/scam_detector.cpython-312.pyc‎

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‎social_media_analyzer/fake_profile_detector.py‎

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Original file line numberDiff line numberDiff line change
@@ -33,6 +33,107 @@
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"Check the 'About' section for inconsistencies or lack of information.",
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"Look at the age of the account and the history of posts.",
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"Be suspicious of friend requests from people you don't know, especially if you have no mutual friends."
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],
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"telegram": [
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"Be wary of unsolicited messages from users or bots, especially those promoting investments or crypto.",
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"Check the username for slight misspellings of official channels or known contacts.",
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"Never share personal codes or login information with anyone on Telegram."
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],
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"twitter": [
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"Look for newly created accounts with very few tweets but high follower counts (often bots).",
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"Be suspicious of accounts that primarily tweet suspicious links or participate in crypto scams.",
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"Check the bio and tweets for poor grammar or generic content."
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],
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"pinterest": [
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"Be cautious of pins that lead to suspicious websites unrelated to the pin's content.",
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"Look for profiles with very few boards or pins but a high number of followers.",
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"Be wary of accounts that leave spammy comments with links."
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],
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"linkedin": [
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"Be suspicious of profiles with generic job titles and descriptions.",
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"Check for inconsistencies in work history or education.",
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"Be wary of connection requests from individuals with no mutual connections or a sparse profile."
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],
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"line": [
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"Be cautious of messages from unknown accounts, especially those with links or QR codes.",
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"Scammers may impersonate official accounts; check for the green shield icon for verified accounts.",
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],
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"discord": [
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"Be wary of direct messages from users you don't share a server with.",
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"Never click on suspicious links or download files from unknown users.",
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"Be cautious of friend requests from users with no mutual friends or servers in common."
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],
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"teams": [
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"Be wary of messages from external accounts you don't recognize.",
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"Do not share sensitive company information with unverified contacts.",
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"Report any suspicious activity to your IT department."
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],
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"zoom": [
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"Be cautious of unexpected meeting invitations or links.",
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"Ensure the meeting host is someone you know and trust.",
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"Do not share personal information in public chat during a meeting."
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],
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"amazon": [
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"Be wary of seller profiles with little to no feedback or very new accounts.",
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"Check product reviews for signs of being fake or paid.",
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"Be suspicious of sellers who ask you to complete a transaction outside of Amazon's official platform."
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],
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"alibaba": [
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"Verify the seller's credentials, such as their 'Gold Supplier' status and business license.",
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"Be cautious of prices that are significantly lower than the market average.",
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"Use Alibaba's Trade Assurance for secure payments and to protect against fraud."
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],
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"youtube": [
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"Be wary of comments with suspicious links, especially on popular videos.",
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"Check the 'About' page of a channel for contact information and creation date.",
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"Look for channels with high subscriber counts but low video views or engagement."
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],
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"skype": [
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"Be cautious of contact requests from people you don't know.",
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"Never send money or share personal information with unknown contacts.",
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"Scammers may impersonate Microsoft or Skype support to gain access to your account."
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],
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"vk": [
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"Be suspicious of profiles with very little personal information or photos.",
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"Check for a large number of 'friends' but low engagement on posts.",
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"Be wary of messages with links to third-party sites, especially for games or prizes."
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],
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"reddit": [
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"Check a user's post and comment history for signs of spam or bot-like activity.",
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"Be cautious of unsolicited private messages with investment opportunities or suspicious links.",
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"Look at the age of the Reddit account (cake day) and their karma score."
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],
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"email": [
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"Carefully examine the sender's email address for any misspellings or unusual domains.",
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"Be suspicious of emails that create a sense of urgency or pressure.",
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"Never click on links or download attachments from unsolicited or unexpected emails.",
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"Check for generic greetings like 'Dear Customer' instead of your name.",
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"In Gmail, look for the 'verified sender' checkmark for well-known brands."
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],
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"viber": [
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"Be wary of messages from unknown numbers, especially those containing links or asking for money.",
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"Check the profile of unknown contacts for any suspicious information.",
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"Viber will never ask for your personal information or login details in a message."
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],
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"signal": [
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"Be cautious of message requests from people you don't know.",
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"Signal is end-to-end encrypted, but that doesn't protect you from scams if you interact with a scammer.",
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"Do not share your PIN or personal information with anyone."
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],
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"badoo": [
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"Be wary of users who immediately ask to move the conversation to another platform.",
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"Look for the 'verified user' badge on profiles.",
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"Be cautious of profiles that seem too good to be true or have professional-level photos."
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],
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"binance": [
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"Be suspicious of anyone asking for your API keys, passwords, or 2FA codes.",
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"Double-check the domain name of the Binance website before logging in (binance.com).",
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"Binance support will never ask you to send them cryptocurrency."
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],
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"sharechat": [
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"Be wary of profiles that post a large amount of spam or promotional content.",
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"Check for the 'verified' badge on profiles of public figures.",
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"Do not engage with users who ask for personal information or money in private chat."
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]
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}
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‎social_media_analyzer/heuristics.py‎

Lines changed: 26 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -11,7 +11,27 @@
1111
"tinder": ["tinder.com", "gotinder.com"],
1212
"snapchat": ["snapchat.com"],
1313
"wechat": ["wechat.com"],
14-
"general": ["google.com", "twitter.com", "linkedin.com"] # Other common safe domains
14+
"telegram": ["telegram.org", "t.me"],
15+
"twitter": ["twitter.com", "x.com"],
16+
"pinterest": ["pinterest.com"],
17+
"linkedin": ["linkedin.com"],
18+
"line": ["line.me"],
19+
"discord": ["discord.com", "discord.gg"],
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"teams": ["teams.microsoft.com", "microsoft.com"],
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"zoom": ["zoom.us"],
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"amazon": ["amazon.com"],
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"alibaba": ["alibaba.com"],
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"youtube": ["youtube.com", "youtu.be"],
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"skype": ["skype.com"],
26+
"vk": ["vk.com"],
27+
"reddit": ["reddit.com", "old.reddit.com"],
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"email": [],
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"viber": ["viber.com"],
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"signal": ["signal.org"],
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"badoo": ["badoo.com"],
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"binance": ["binance.com"],
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"sharechat": ["sharechat.com"],
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"general": ["google.com"]
1535
}
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@@ -44,7 +64,9 @@
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"guaranteed", "risk-free", "earn money fast", "work from home easy",
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"investment opportunity", "high return", "get rich quick",
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"inheritance", "unclaimed funds", "nigerian prince",
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"free followers", "pro account for free", "verified badge" # Social media specific
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"free followers", "pro account for free", "verified badge", # Social media specific
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"forex", "fx trading", "guaranteed profit", "trading signal", "forex robot",
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"metatrader", "mt4", "mt5", "copy trading", "pamm"
4870
]
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5072
# Generic greetings/salutations that can be suspicious in unsolicited contexts
@@ -100,8 +122,8 @@
100122
# These patterns aim to catch URLs that impersonate legitimate domains.
101123
SUSPICIOUS_URL_PATTERNS = [
102124
# Impersonation using subdomains or hyphens
103-
r"https?://(?:[a-z0-9\-]+\.)*(?:facebook|fb|instagram|whatsapp|tiktok|tinder|snapchat|wechat)\.com\.[a-z0-9\-]+\.[a-z]+",
104-
r"https?://(?:[a-z0-9\-]+\.)*(?:facebook|fb|instagram|whatsapp|tiktok|tinder|snapchat|wechat)-[a-z0-9\-]+\.[a-z]+",
125+
r"https?://(?:[a-z0-9\-]+\.)*(?:facebook|fb|instagram|whatsapp|tiktok|tinder|snapchat|wechat|telegram|twitter|pinterest|linkedin|line|discord|teams|zoom|amazon|alibaba|youtube|skype|vk|reddit|viber|signal|badoo|binance|sharechat)\.com\.[a-z0-9\-]+\.[a-z]+",
126+
r"https?://(?:[a-z0-9\-]+\.)*(?:facebook|fb|instagram|whatsapp|tiktok|tinder|snapchat|wechat|telegram|twitter|pinterest|linkedin|line|discord|teams|zoom|amazon|alibaba|youtube|skype|vk|reddit|viber|signal|badoo|binance|sharechat)-[a-z0-9\-]+\.[a-z]+",
105127
# Common URL shorteners
106128
r"https?://bit\.ly",
107129
r"https?://goo\.gl",

‎social_media_analyzer/main.py‎

Lines changed: 45 additions & 31 deletions
Original file line numberDiff line numberDiff line change
@@ -6,7 +6,7 @@ def main():
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print("--- Social Media Analyzer ---")
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print("This tool helps you analyze social media profiles and messages for potential scams.")
88

9-
platforms = ["facebook", "instagram", "whatsapp", "tiktok", "tinder", "snapchat", "wechat"]
9+
platforms = ["facebook", "instagram", "whatsapp", "tiktok", "tinder", "snapchat", "wechat", "telegram", "twitter", "pinterest", "linkedin", "line", "discord", "teams", "zoom", "amazon", "alibaba", "youtube", "skype", "vk", "reddit", "email", "viber", "signal", "badoo", "binance", "sharechat", "browser"]
1010

1111
while True:
1212
print("\nSelect the social media platform you want to analyze:")
@@ -23,39 +23,53 @@ def main():
2323
except ValueError:
2424
print("Invalid input. Please enter a number.")
2525

26-
while True:
27-
print(f"\nWhat do you want to do for {platform.capitalize()}?")
28-
print("1. Analyze a profile for signs of being fake.")
29-
print("2. Analyze a message for phishing or scam attempts.")
26+
if platform == "browser":
27+
url_to_check = input("Please enter the URL you want to analyze: ").strip()
28+
if url_to_check:
29+
is_susp, reason = scam_detector.is_url_suspicious(url_to_check)
30+
print("\n--- URL Analysis Results ---")
31+
if is_susp:
32+
print(f"The URL '{url_to_check}' is SUSPICIOUS.")
33+
print(f"Reason: {reason}")
34+
else:
35+
print(f"The URL '{url_to_check}' does not seem suspicious.")
36+
print(f"Details: {reason}")
37+
else:
38+
print("No URL entered.")
39+
else:
40+
while True:
41+
print(f"\nWhat do you want to do for {platform.capitalize()}?")
42+
print("1. Analyze a profile for signs of being fake.")
43+
print("2. Analyze a message for phishing or scam attempts.")
3044

31-
try:
32-
analysis_choice = int(input("Enter your choice (1-2): "))
33-
if analysis_choice == 1:
34-
profile_url = input(f"Enter the {platform.capitalize()} profile URL to analyze: ").strip()
35-
if profile_url:
36-
fake_profile_detector.analyze_profile_based_on_user_input(profile_url, platform)
37-
else:
38-
print("No profile URL entered.")
39-
break
40-
elif analysis_choice == 2:
41-
message = input("Paste the message you want to analyze: ").strip()
42-
if message:
43-
result = scam_detector.analyze_text_for_scams(message, platform)
44-
print("\n--- Scam Analysis Results ---")
45-
print(f"Score: {result['score']} (Higher is more suspicious)")
46-
print("Indicators Found:")
47-
if result['indicators_found']:
48-
for indicator in result['indicators_found']:
49-
print(f"- {indicator}")
45+
try:
46+
analysis_choice = int(input("Enter your choice (1-2): "))
47+
if analysis_choice == 1:
48+
profile_url = input(f"Enter the {platform.capitalize()} profile URL to analyze: ").strip()
49+
if profile_url:
50+
fake_profile_detector.analyze_profile_based_on_user_input(profile_url, platform)
51+
else:
52+
print("No profile URL entered.")
53+
break
54+
elif analysis_choice == 2:
55+
message = input("Paste the message you want to analyze: ").strip()
56+
if message:
57+
result = scam_detector.analyze_text_for_scams(message, platform)
58+
print("\n--- Scam Analysis Results ---")
59+
print(f"Score: {result['score']} (Higher is more suspicious)")
60+
print("Indicators Found:")
61+
if result['indicators_found']:
62+
for indicator in result['indicators_found']:
63+
print(f"- {indicator}")
64+
else:
65+
print("No specific scam indicators were found.")
5066
else:
51-
print("No specific scam indicators were found.")
67+
print("No message entered.")
68+
break
5269
else:
53-
print("No message entered.")
54-
break
55-
else:
56-
print("Invalid choice. Please try again.")
57-
except ValueError:
58-
print("Invalid input. Please enter a number.")
70+
print("Invalid choice. Please try again.")
71+
except ValueError:
72+
print("Invalid input. Please enter a number.")
5973

6074
if __name__ == '__main__':
6175
main()

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