> ## Documentation Index
> Fetch the complete documentation index at: https://toolathlon.xyz/llms.txt
> Use this file to discover all available pages before exploring further.

# MrBeast Analysis

> Analyze MrBeast videos longer than two minutes from the beginning of 2024 through July 1, 2025, classify them into the four specified content categories, and record the chronological details and upload statistics in result.xlsx.

> **Toolathlon-Verified** · Website task ID `201` · Canonical task `mrbeast-analysis`
>
> [View the task source at `d57361c0`](https://github.com/hkust-nlp/Toolathlon/tree/d57361c0f1582cf9a0675c0753315bb6b004bd0e/tasks/finalpool/mrbeast-analysis)

## Required Tools

<Card>
  <div className="tools-container">
    <div className="mcp-servers-container">
      <div className="mcp-servers-title">
        MCP Servers
      </div>

      <div className="mcp-servers-grid">
        <div className="mcp-server-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/v2Ad3GlVGK-9gZ_R/icons/youtube.png?fit=max&auto=format&n=v2Ad3GlVGK-9gZ_R&q=85&s=a5fa47f48b5cfde646119e997ae3efd9" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="64" height="64" data-path="icons/youtube.png" />

          <span className="mcp-server-name">youtube</span>
        </div>

        <div className="mcp-server-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/QdN2Y6f6c_GBV7Vj/icons/filesystem.png?fit=max&auto=format&n=QdN2Y6f6c_GBV7Vj&q=85&s=b4163322f58a72b712c697bdbeac85b9" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="64" height="64" data-path="icons/filesystem.png" />

          <span className="mcp-server-name">filesystem</span>
        </div>

        <div className="mcp-server-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/QdN2Y6f6c_GBV7Vj/icons/excel.png?fit=max&auto=format&n=QdN2Y6f6c_GBV7Vj&q=85&s=cadff9a1748ae18b2d36eabf71bc7f59" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="64" height="64" data-path="icons/excel.png" />

          <span className="mcp-server-name">excel</span>
        </div>

        <div className="mcp-server-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/v2Ad3GlVGK-9gZ_R/icons/youtube_transcript.png?fit=max&auto=format&n=v2Ad3GlVGK-9gZ_R&q=85&s=a59127b76d6d18bf6d9b705f234dc709" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="64" height="64" data-path="icons/youtube_transcript.png" />

          <span className="mcp-server-name">youtube-transcript</span>
        </div>
      </div>
    </div>

    <div className="local-tools-container">
      <div className="mcp-servers-title">
        Local Tools
      </div>

      <div className="local-tools-grid">
        <div className="local-tool-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/v2Ad3GlVGK-9gZ_R/icons/python.png?fit=max&auto=format&n=v2Ad3GlVGK-9gZ_R&q=85&s=6e4e3cca411e7f15013ce15afa0dd155" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="64" height="64" data-path="icons/python.png" />

          <span className="local-tool-name">python\_execute</span>
        </div>

        <div className="local-tool-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/ucpMq24upueB4g4R/icons/claim_done.png?fit=max&auto=format&n=ucpMq24upueB4g4R&q=85&s=94ee5a6cf860bae09936a702c6c6c648" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="14" height="14" data-path="icons/claim_done.png" />

          <span className="local-tool-name">claim\_done</span>
        </div>

        <div className="local-tool-item">
          <Icon icon="filter-list" size={20} color="#4286f6" />

          <span className="local-tool-name">handle\_overlong\_tool\_outputs</span>
        </div>

        <div className="local-tool-item">
          <Icon icon="bars-progress" size={20} color="#4286f6" />

          <span className="local-tool-name">manage\_context</span>
        </div>

        <div className="local-tool-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/ucpMq24upueB4g4R/icons/history.png?fit=max&auto=format&n=ucpMq24upueB4g4R&q=85&s=25d885756cf14ced8475bd94adfdecb7" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="14" height="14" data-path="icons/history.png" />

          <span className="local-tool-name">history</span>
        </div>
      </div>
    </div>
  </div>
</Card>

## Instruction

As a novice video content creator, I want to analyze the video style and patterns of the creator "MrBeast." I'd like to understand when his videos typically generate more traffic and what the optimal video length is.
Please find all MrBeast's videos (longer than two minutes) and analyze publishing patterns from the beginning of 2024 to July 1, 2025. Determine the day of the week with the most frequent video uploads, the average video length, and the average number of days between uploads (calculated based on date differences).

You also need to categorize them according to the following four classifications:

* **Challenges**: Extreme competitions with specific rules to win huge cash prizes or rewards.
* **Philanthropy**: Large-scale donations and charitable initiatives to help others.
* **Survival**: Personal experience of enduring extended periods in extreme or unfamiliar environments.
* **Comparison Experiments**: Experiments that contrast vastly different prices to observe outcomes.

Populate all results into the existing `result.xlsx` file in the workspace, arranged in chronological order of published date. In the two separate sheets, please fill in the detailed information for the videos from this period and the statistics I've requested, respectively. The specific content to be entered should follow the structure of the `result.xlsx` file, do not edit the headers. Do not create new worksheets without authorization. For `Monday/Tuesday/..._publish_proportion` you should fill in a float from 0 to 1. Please round all decimal numbers to two decimal places.

## Initial State

### Local Workspace

<div className="file-tree">
  <a href="https://github.com/hkust-nlp/Toolathlon/tree/d57361c0f1582cf9a0675c0753315bb6b004bd0e/tasks/finalpool/mrbeast-analysis/initial_workspace">workspace</a>/
  └── result.xlsx
</div>

## Legacy Trajectories

<Warning>
  These replays were produced on the original Toolathlon release. They are retained for historical inspection and are not Toolathlon-Verified results.
</Warning>

* ❌ [Claude-4.5-Sonnet](https://toolathlon-traj.xyz/claude-4.5-sonnet_mrbeast-analysis)
* ❌ [Deepseek-v3.2-Exp](https://toolathlon-traj.xyz/deepseek-v3.2-exp_mrbeast-analysis)