1. Introduction
Provides daily influence rankings, follower growth trends, and tweet topic analysis for X (Twitter) entrepreneurs.
Not only tells you who has influence, but also tells you who is gaining followers and what the big names are talking about.
Target audience: financial self-media, investors, analysts, overseas brand PR / marketing teams, entrepreneurs, and professionals.
2. Features
- Entrepreneur Influence Ranking: ranking, company/position, bio, country/region, total followers, daily growth rate, growth amount, and overall influence
- Top 3 Follower Gainers: view the accounts with the most new followers in a single day, analyze each of their latest original tweets, and infer the reasons for follower growth
- What the big names are paying attention to: summarize recent tweet topics from accounts in the ranking, with links to the original posts
- Pagination and reports: 20 items per page, supports HTML reports and PDF / high-resolution image export
- Dual subscriptions: supports subscribing to daily ranking updates and entrepreneurs' daily posts on X
3. One-click installation
Authentication
Go to Red Fox Hub to get an API KEY.
OpenClaw configuration: in ~/.openclaw/openclaw.json of env , add:
{ "env": { "REDFOX_API_KEY": "ak_xxxx..." } }
Terminal configuration：
export REDFOX_API_KEY="ak_xxxx..."
Dependency installation
Uses the Python standard library; no third-party packages need to be installed.
4. Usage Guide
Basic usage
In the skill root directory, query the ranking, fetch tweets, and generate a report in sequence:
python scripts/fetch_rank.py --query "给我看最新的 Twitter 企业家榜"
python scripts/fetch_tweets.py --data entrepreneur_rank_data.json --days 30 --max 20
python scripts/generate_report.py --data entrepreneur_rank_data.json --tweets entrepreneur_tweets.json
Specify a date or page(replace YYYY-MM-DD with the actual ranking date):
python scripts/fetch_rank.py --date YYYY-MM-DD --page 2
After pagination, re-fetch the tweets for this page and generate a report, without outputting the Top 3 Follower Gainers again.
Query methods
| Need | Example | Query result |
|---|---|---|
| View ranking | Show me the latest Twitter entrepreneur ranking | By default, displays the top 20, Top 3 Follower Gainers, and topic summary |
| Pagination | Continue to page 2 | View subsequent rankings in the same issue |
| Download report | Export this issue's ranking | Provides an HTML report |
Dates and subscriptions
The ranking updates daily at 9:00 with the previous day's data, with up to 7 daysof history; before 9:00, it defaults to the previous day. If the specified date is unavailable, explain the actual date used. Topic analysis fetches the latest 20 tweets posted by each user on this page, selects content from the past 30 days for analysis, and separately notes the time range.
| Subscription type | Push content | Time |
|---|---|---|
| Ranking subscription | Latest entrepreneur ranking and report | Daily at 9:30 |
| Post daily digest subscription | Top 20/50 Yesterday Post Highlights | Daily 9:00 |
After confirming the subscription type, time zone, and account scope, create the task. The posting daily report reuses twitter-subscribe, up to 100 accounts; if over the limit, please contact redfoxdata@proton.me。
Output Format
💡 榜单说明：Twitter 企业家榜每日早上 9:00 更新前一日数据，与实时数据存在差异，最多回溯 7 天。
综合影响力：结合粉丝数、互动量、曝光数等加权综合评估，满分 100。
📊 {日期} Twitter 企业家榜
第 {当前页}/{总页数} 页，共 {总账号数} 个账号，本页展示 {条数} 条。
| 排名 | 账号名 | 关联公司/职位 | 简介 | 国家/地区 | 粉丝总数 | 粉丝日涨幅 | 粉丝增长量 | 综合影响力 |
|:---:|--------|--------|--------|:---:|:---:|:---:|:---:|:---:|
| {排名} | [{账号名}]({主页链接}) | {公司·职位} | {简介原文} | {国家/地区} | {粉丝数} | {日涨幅} | {增长量} | {评分} |
🚀 今日涨粉榜 TOP3（按单日新增粉丝数排序，统计范围：本页账号）
1. **{账号名}**（{公司·职位}）单日涨粉约 {增长量} ｜ 日涨幅 {日涨幅}
最新 3 条原创推文：
- {日期} · {推文摘要与分析} · [原文]({推文链接})
涨粉原因推测：{结合这3条推文，分析可能吸引关注的因素}
💡 大佬们在关注什么（获取本页各用户最新发布的前 20 条推文，分析其中近 30 天的内容）
1. **{话题名}**
{100~200字分析：讨论什么、谁在说、有哪些不同观点；关键论点附原文链接}
（以上为基于公开推文的 AI 分析与推测，仅供参考。）
⚡ 更多操作
• {HTML报告入口}，支持导出 PDF / 高清图片
• 是否继续查看第 {下一页} 页？
📬 订阅服务
1️⃣ 订阅企业家榜每日排名更新
2️⃣ 订阅 Top 20/50 发帖日报——每天 9:00 收到昨日发帖关注要点
3️⃣ 暂不需要
Content Requirements：
- The table retains 9 columns and the original ranking, and account names are clickable. Company/position are objectively extracted based on the materials; the bio retains the original text without rewriting, translating, or judging account eligibility; long bios are truncated with
…, and the full text is retained in the report. - Follower counts follow the ranking's
w/ 100 million format, scores are rounded to the nearest integer, and missing information uses—; the report and chat data are consistent. - For the TOP3 in follower growth, each account is accompanied by links to its latest 3 original tweets and analysis, giving possible reasons in 1~2 sentences and clearly stating that they are speculation.
- Topic titles are bolded, each topic analysis is 100~200 characters, and arguments include original text links. If there are fewer than 3 tweets or topics, state this truthfully; skip failed accounts and do not fabricate.
5. Use Cases
| User | How to Use |
|---|---|
| Financial self-media / investors / analysts | Combine rankings, follower growth, and topics to find story ideas and market signals |
| Overseas brand PR / marketing teams | Understand the company positions and public statements of accounts on the list to assist partnership evaluation |
| Entrepreneurs / professionals | Browse the rankings and topics, and subscribe to the Top 20/50 posting daily report |
6. Project Architecture
| File | Purpose |
|---|---|
| scripts/fetch_rank.py | Query rankings |
| scripts/fetch_tweets.py | Fetch tweets |
| scripts/generate_report.py | Generate HTML report |
| references/api_docs.md | API Reference |
7. FAQ
Q: Where is the report?
A: By default it is saved to output/X企业家榜_{日期}_第{页码}页.html, and it can be opened in a browser and exported.
Q: Can I view all ranked accounts? A: Yes, you can browse page by page, 20 items per page. The total number of pages and accounts is based on the current ranking.
Q: Does the tweet analysis cover all posts? A: This analysis uses tweets from the past 30 days on the first page of each account, not all historical posts.