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HomeLeetCode ProblemsSimilar String Groups
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How to Solve Similar String Groups Problem

Master the Similar String Groups LeetCode problem with undetectable real-time assistance. Get instant solutions and explanations during your coding interviews.

Phantom Code AI generates complete solutions and debugging hints that you can use while explaining your approach, so you stay calm and in control.

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Hard#839
LeetCode Problem

Similar String Groups

Two strings, X and Y, are considered similar if either they are identical or we can make them equivalent by swapping at most two letters (in distinct positions) within the string X. For example, "tars" and "rats" are similar (swapping at positions 0 and 2), and "rats" and "arts" are similar, but "star" is not similar to "tars", "rats", or "arts". Together, these form two connected groups by similarity: {"tars", "rats", "arts"} and {"star"}.  Notice that "tars" and "arts" are in the same group even though they are not similar.  Formally, each group is such that a word is in the group if and only if it is similar to at least one other word in the group. We are given a list strs of strings where every string in strs is an anagram of every other string in strs. How many groups are there?

ArrayHash TableStringDepth-First SearchBreadth-First SearchUnion Find

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Problem Breakdown

Understanding the Similar String Groups Problem

Let's break down this LeetCode problem and understand what makes it challenging in interview settings.

Problem Statement

Two strings, X and Y, are considered similar if either they are identical or we can make them equivalent by swapping at most two letters (in distinct positions) within the string X. For example, "tars" and "rats" are similar (swapping at positions 0 and 2), and "rats" and "arts" are similar, but "star" is not similar to "tars", "rats", or "arts". Together, these form two connected groups by similarity: {"tars", "rats", "arts"} and {"star"}.  Notice that "tars" and "arts" are in the same group even though they are not similar.  Formally, each group is such that a word is in the group if and only if it is similar to at least one other word in the group. We are given a list strs of strings where every string in strs is an anagram of every other string in strs. How many groups are there?

HardProblem #839
LeetCode

Similar String Groups

Related Topics

ArrayHash TableStringDepth-First SearchBreadth-First SearchUnion Find

How Phantom Code AI Helps

Get real-time assistance for Similar String Groups problems during coding interviews. Phantom Code AI provides instant solutions and explanations.

Examples

# Example 1

Input
strs = ["tars","rats","arts","star"]
Output
2

# Example 2

Input
strs = ["omv","ovm"]
Output
1

Constraints

1 <= strs.length <= 300
1 <= strs[i].length <= 300
strs[i] consists of lowercase letters only.
All words in strs have the same length and are anagrams of each other.

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Solve Similar String Groups — Two strings, X and Y, are considered similar if either they are identical or we ...

Here's the optimal approach using Array:

def solve(input):
# Optimal O(n) solution
return result

Time: O(n)  |  Space: O(n)

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Undetectability Checklist

Run compatibility test before interviews
Use recommended Zoom version settings
Enable advanced screen capture options
Verify native desktop architecture
Test with screen recording software

Platform Compatibility

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Google Meet
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HackerRank
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User results and traction

Thousands of developers use Phantom Code AI. Social proof signals that this approach helps real candidates land offers across a range of companies.

Undetectability and technical details

Our native desktop architecture avoids common detection vectors used by browser extensions. We provide a clear checklist so you can run basic checks and confirm the app will be invisible.

Platform compatibility and limitations

We work with Zoom, HackerRank, CodeSignal, CoderPad and other web-based platforms. Check the compatibility note and request a browser link if a specific desktop app is unsupported.

Frequently Asked Questions

Common questions about solving Similar String Groups and using Phantom Code AI during coding interviews.

How does Phantom Code AI help me solve coding problems like Similar String Groups during interviews?
Phantom Code AI generates complete solutions instantly with proper complexity analysis, letting you focus on explaining your approach and demonstrating problem-solving skills rather than getting stuck on implementation details during high-pressure situations.
What if the interviewer asks follow-up questions or modifications to problems like Similar String Groups?
Phantom Code AI adapts in real-time. Screenshot the modified problem or use audio mode to capture the interviewer's follow-up, and get an updated solution within seconds — including edge cases and optimizations.
Can Phantom Code AI help me communicate my solution for problems like Similar String Groups?
Yes. Phantom Code AI provides step-by-step approach explanations with 3 progressive thoughts, so you can walk through your solution naturally. It also provides time and space complexity analysis to discuss trade-offs.
How does Phantom Code AI assist with different programming languages for Similar String Groups type problems?
Phantom Code AI supports 11 programming languages including Python, Java, C++, JavaScript, TypeScript, Go, Rust, Ruby, Swift, Kotlin, and C#. Set your preferred language and get idiomatic solutions.
What coding mistakes does Phantom Code AI help me avoid during Similar String Groups interviews?
Phantom Code AI catches common mistakes like off-by-one errors, missing edge cases, incorrect base conditions, and suboptimal approaches. It provides clean, well-structured code that handles all edge cases.
Is Phantom Code AI detectable when solving problems like Similar String Groups during live interviews?
No. Phantom Code AI runs as an invisible desktop overlay that doesn't appear in screen shares, recordings, or proctoring software. It works with Zoom, HackerRank, CodeSignal, CoderPad, and all major platforms.
How does Phantom Code AI help when I'm struggling with Similar String Groups style questions under pressure?
The AI provides structured guidance: first the approach (what algorithm/data structure to use and why), then the implementation with clean code, and finally complexity analysis. This helps you think clearly even under pressure.
Does Phantom Code AI work for the coding platforms used in Similar String Groups interviews?
Yes. Phantom Code AI works with all major coding platforms including LeetCode, HackerRank, CodeSignal, CoderPad, HackerEarth, and any browser-based coding environment.
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