数据洞察

用数字看马斯克

651 个视频、401 万个英文词摊开来看：他哪年说得最多、在什么场合说、最爱用哪些词。

651个公开视频1998–2026

588份英文文稿约 464 小时

401 万个英文词文稿总字数

238篇中文精读覆盖 40% 的文稿

每年留下了多少公开视频

档案里每一年的视频数，按场合分色。2022 年收购推特、2024–2025 年投身政治之后，他出现在镜头前的次数明显变多。

对话发布会演讲股东会其他

102

在什么场合说话

访谈272
大会演讲126
发布会122
股东会46
播客42
政府活动21
媒体16
X Spaces6

最长的十场

跟马斯克学英语：他最爱用的词

只统计马斯克本人说的话：档案里 69 场已经分好说话人的对话，共约 50 万词，按每万词出现几次排序。每个词配一句他的原话，点一下跳到视频里那一秒。

01basically基本上 9.9/万词

口语里的万能连接词
▶ 16:51I think that's something we need to institute, like basically garbage collection for laws and regulations.2025 · 马斯克接受本·夏皮罗专访（完整版）
02obviously显然 7.9/万词

他觉得不言自明的事，常常别人并不觉得
▶ 35:09So this is obviously… They're pushing these lies, and why do they push these lies?2025 · 布雷特·拜尔专访马斯克与 DOGE（完整版）
03crazy疯狂的 4.7/万词

自嘲和夸张时都用
▶ 3:33:49And then, you know, you're not going to drive want crazy by unplugging your car, you have in the house go off.2023 · 2023 Investor Day｜Tesla
04sustainable可持续的 3.9/万词

特斯拉使命里的关键词
▶ 2:34:20And when Tesla started, the mission was to accelerate the advent of renewable energy or sustainable transport.2022 · Tesla AI Day 2022 全程回顾
05civilization文明 3.7/万词

多行星、出生率、AI，最后都落到文明存续
▶ 47:53of human civilization is are we going to become a multi-paint civilization before something cataclysmic happens?2024 · 乔·罗根体验 #1609：马斯克
06essentially本质上 3.2/万词

把复杂问题压成一句话
▶ 16:25It will have a drive by wire yolk, essentially kind of like the way aircraft or modern jets are controlled.2024 · 马斯克谈种族主义、为特朗普解围、仇恨言论等 - 唐·莱蒙秀（完整专访）
07massive巨大的 2.3/万词

描述规模：产能、算力、火箭
▶ 19:14Whoever goes on the offensive will lose massive numbers of people and history will not look kindly upon them.2024 · 马斯克：战争、AI、外星人、政治、物理、电子游戏与人类 | Lex Fridman 播客 #400
08humanity人类 2.1/万词

「对人类有益」是他解释动机的常用说法
▶ 53:30I, you know, I love humanity and I think that we should fight for a good future for humanity and I think we should2022 · 马斯克在 TED2022 现场谈 Twitter、Tesla 与大脑运作
09insane疯狂的（褒义） 1.8/万词

「insane mode」就是特斯拉的加速模式名
▶ 54:26So if you think of net present value of future cash flows, if you actually do the math on that, it's insane.2022 · 罗恩·巴伦采访马斯克（2022年11月4日）
10consciousness意识 1.8/万词

他说要「扩展意识的范围与规模」
▶ 2:53:12And it's important for the future of life and consciousness, that we become a multi planet species, so got to keep doing that.2020 · Tesla Battery Day
11hopefully但愿 1.7/万词

给时间表留余地的软化词
▶ 49:19And hopefully the people of Mars will be more enlightened and will not fight amongst each other too much.2022 · 马斯克：值得期待的未来｜Tesla 得州超级工厂访谈｜TED
12next year明年 1.5/万词

「马斯克时间」的源头：很多事都在「明年」
▶ 27:06We got, I don't know, I think if somebody orders a Model 3 today, they'd only get it probably late next year.2017 · 马斯克2017州长会议纵论大局
13exciting激动人心的 1.4/万词

描述未来时的高频形容词
▶ 12:18And I think that's the exciting, inspiring future that I think certainly people in this room want.2016 · 马斯克Code Conference完整采访
14frankly坦白说 1.3/万词

准备说一句不太中听的话
▶ 45:06So I think frankly, I think probably any social media system that doesn't do that will simply be overrun by bots.2023 · 马斯克与苏纳克对话 AI
15fundamentally从根本上说 1.2/万词

讲物理极限、成本结构时的开场白
▶ 38:59It's like, I think fundamentally, even a kind of a stupid question, because what does it mean to found something?2022 · 马斯克谈生命、宇宙及一切：访谈第2部分
16probability概率 1.2/万词

谈未来几乎从不说「一定」，而是说概率
▶ 1:24:44I think he puts the probability of AI annihilation around 10% to 20%, something like that.2024 · 马斯克：Neuralink 与人类未来｜莱克斯·弗里德曼播客 #438
17to be clear说清楚一点 0.7/万词

澄清和纠正前的提示语
▶ 1:06:26So, but I want to be clear, I'm pro-train, one of those train people, you know.2022 · Tesla 2022 年度股东大会
18dramatically大幅地 0.7/万词

「大幅降低成本」的标准搭配
▶ 14:57And so the total pork required does not change dramatically throughout your mock-breaking transitions.2022 · 马斯克 2022 解读 Starship 与 Starbase 最新进展
19order of magnitude一个数量级 0.7/万词

「好一个数量级」= 好十倍，他衡量进步的单位
▶ 1:28:13What we’ll find with computer driving is, I think probably an order of magnitude reduction in deaths.2023 · 马斯克谈广告主、信任与头脑中的“风暴”｜DealBook Summit 2023
20tremendous极大的 0.6/万词

偏正式的「非常大」
▶ ¶We’ve done a tremendous amount for sustainable energy, and that is only going to grow over time.2025 · Tesla 2025 年度股东大会
21hardcore硬核 0.3/万词

2022 年那封「extremely hardcore」邮件
▶ 38:32So we're big fans of what have people done from a hardcore engineering standpoint.2011 · 马斯克承诺研发完全可复用火箭 2011
22exponential指数级的 0.3/万词

谈 AI 与算力增长
▶ 5:16That's a good thought because you mentioned it every six months, that's an exponential curve.2021 · 我们为 FSD 模拟了整个世界：马斯克 2021 访谈
23epic史诗级的 0.3/万词

形容发射和产品发布
▶ 1:22:40So it's possible that some fashion house made a really epic coat for the Pope.2023 · 马斯克 BBC 完整专访（2023 年 4 月 12 日）
24in the limit在极限情况下 0.2/万词

物理学家式的推演习惯
▶ ¶It’s always helpful to use the physics tools of thinking in the limit.2026 · 突发：陪审团驳回对奥尔特曼 OpenAI 的指控后，马斯克首次受访
25first principles第一性原理 0.2/万词

从物理事实出发推理，而不是类比
▶ ¶It's really just the first principles approach to manufacturing that will ultimately allow us, I think, to… I'm trying to think.2025 · Tesla Q1 2025 财报及问答网络直播
26non-trivial不简单的 0.0/万词

工程师式的轻描淡写，意思是「很难」

中文精读进度

AI 基于完整文稿改写的中文长文，正在一篇篇补齐。

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