Hotmail login boxplot

A box plot for Hotmail login!

Here's a hypothetical box plot for Hotmail login attempts:

Variables:

• Username: The username entered by the user
• Password: The password entered by the user
• Login Success: Whether the login attempt was successful (1) or not (0)

Box Plot:

Interpretation:

• The box plot shows the distribution of login attempts for Hotmail users.
• The x-axis represents the username and password combinations.
• The y-axis represents the login success (1) or failure (0).
• The box plot shows that most users (75%) enter valid usernames and passwords, resulting in successful logins ().
• About 20% of users enter valid usernames but invalid passwords, resulting in failed logins ().
• Around 5% of users enter invalid usernames, regardless of the password, resulting in failed logins ().
• The outliers (1%) represent users who enter invalid usernames and passwords, resulting in failed logins ().

Insights:

• The majority of users are able to log in successfully, indicating that most users have valid usernames and passwords.
• A significant number of users (20%) enter valid usernames but invalid passwords, highlighting the importance of password security.
• The small percentage of users who enter invalid usernames or passwords may indicate a lack of awareness about password security or a tendency to reuse passwords.

Recommendations:

• Implement password security measures, such as password strength checks and password expiration policies, to reduce the number of failed logins.
• Educate users about the importance of password security and provide guidance on creating strong, unique passwords.
• Consider implementing multi-factor authentication to add an extra layer of security for users.