Artificial intelligence
2 observations across 2 KOL feeds
Social sentiment & KOL insights
Follow the language, recurring themes and differences across public financial discussions and selected commentator feeds. Every observation links to its source.
How these signals are calculatedFilter the observations
- Observations
- 72
- Source accounts / feeds
- 5
- Channels with observations
- 3
- Net text tone
- -35.7Classified observations: 14
Channel coverage
Coverage reflects the configured feeds, not platform-wide access. A successful check can contain no posts in the selected window.
| Channel | Feed access | Observations | Positive language | Negative language | Mixed language | Unclassified |
|---|---|---|---|---|---|---|
| Bluesky | Fetched1 configured feeds | 28 | 3 | 3 | 0 | 22 |
| Feed errors2 configured feeds | 25 | 0 | 2 | 1 | 22 | |
| YouTube | Fetched3 configured feeds | 19 | 1 | 4 | 0 | 14 |
| X | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| StockTwits | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Telegram | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 | |
| Xiaohongshu | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 | |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 | |
| TikTok | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 | |
| Threads | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Discord | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
Last successful feed check:
What KOL feeds are discussing
Recurring themes across selected commentator feeds, grouped from matched topics. Language counts are not a statement of the authors’ positions.
KOL feeds onlyETFs
2 observations across 2 KOL feeds
- Positive language
- 0
- Negative language
- 0
- Mixed language
- 0
- Unclassified
- 2
Inflation
4 observations across 1 KOL feeds
- Positive language
- 1
- Negative language
- 2
- Mixed language
- 0
- Unclassified
- 1
Economy
2 observations across 1 KOL feeds
- Positive language
- 0
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 1
Interest rates
2 observations across 1 KOL feeds
- Positive language
- 1
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 0
Property
1 observations across 1 KOL feeds
- Positive language
- 1
- Negative language
- 0
- Mixed language
- 0
- Unclassified
- 0
Risk
1 observations across 1 KOL feeds
- Positive language
- 0
- Negative language
- 0
- Mixed language
- 0
- Unclassified
- 1
Trade
1 observations across 1 KOL feeds
- Positive language
- 0
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 0
Valuation
1 observations across 1 KOL feeds
- Positive language
- 0
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 0
- How BAD Are Stock Valuations Really?The Plain Bagel
KOL source digest
A compact view of each selected commentator feed and its latest matching publications. Inclusion is not an endorsement or a verified performance ranking.
我要做富翁
Original profileYouTube · 15 matching publications
- Positive language
- 1
- Negative language
- 3
- Mixed language
- 0
- Unclassified
- 11
- 賭波賭馬成日中，但長玩必輸？點解買股票就無事？拆解莊家必贏之謎！期望值：買中≠賺錢，揭散戶最易踩中的「賭徒投資法」【施傅教學】#投機 #投資 #賭博
- 大家幾歲開始學投資？tradingmeme #shorts #107
- 月供緊嘅各位又係咪咁容易就動搖？ #shorts #investment #115
Ben Felix
Original profileYouTube · 2 matching publications
- Positive language
- 0
- Negative language
- 0
- Mixed language
- 0
- Unclassified
- 2
The Plain Bagel
Original profileYouTube · 2 matching publications
- Positive language
- 0
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 1
- How BAD Are Stock Valuations Really?
- Investment Analyst Reacts to Finance TikToks - Doomsday Doomscrolling
Original-source observations
Newest first. Text-tone labels describe literal language in the title and excerpt only.
[DD] Beammwave 3GPP Update: Digital beamforming moving into the global 6G standard
Key Developments The 6G Challenge & Digital Beamforming Next-gen networks need higher frequencies (mmWave/FR2 and cmWave/FR3) to handle projected data loads. Utilizing these frequencies requires beamforming via dynamic directional antennas. Current analog and hybrid setups are bulky, power-hungry, and expensive to scale. Swedish tech firm Beammwave has…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
How are cryptocurrencies not the dumbest thing ever?
Think about it. People essentially pay for the right to transfer numbers on a digital spreadsheet. When they pay more, all they get is the right to move a bigger number. In every other case, the more you pay, the more economic power you acquire. For instance, if you buy more wheat, oil, or gold, you control a larger share of people's needs for food…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Daily General Discussion and Advice Thread - October 19, 2026
Have a general question? Want to offer some commentary on markets? Maybe you would just like to throw out a neat fact that doesn't warrant a self post? Feel free to post here! Please consider consulting our FAQ first - And our side bar also has useful resources. If you are new to investing - please refer to Wiki - Getting Started The reading list in the…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Be greedy when other people are fearful?
Everyone here has probably heard the phrase in the title of this post. I ran into this advice decades ago. idk how long it had been around before that. When that advice was given, investors had a certain amount of information and analysis available to them by communication media of the day (newspapers, radio, TV). Now, there is much, much more information…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
賭波賭馬成日中，但長玩必輸？點解買股票就無事？拆解莊家必贏之謎！期望值：買中≠賺錢，揭散戶最易踩中的「賭徒投資法」【施傅教學】#投機 #投資 #賭博
賭波、賭馬會研究數據，買股票又會研究公司，兩者看起來很相似，但為甚麼賭博長期難贏，投資卻可以建立財富？今集會由「買中不等於賺錢」講起，拆解期望值、莊家水位，以及賭博和投資最根本的分別。更重要的是，買股票也不代表你真的在投資：如果只靠名氣、KOL貼士和感覺落注，其實只是換了個地方賭。看完你會知道，怎樣令每次投資決定都更有理據、更有勝算。 全新UPGRADE💥#施傅 𝟏𝟎 年財務自由 免費分享會 ▶立即登記◀︎ ════════════════════ 每日免費大市把脈【升級版 3pm & 9pm】 🔥立即緊貼走勢： ════════════════════ 分享你嘅問題，施傅會針對你嘅情況，提供貼地又實用嘅解決方案！💡 【施傅留言板】 ════════════════════ ⬇️…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
大家幾歲開始學投資？tradingmeme #shorts #107
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Breaking Down My Investment Portfolio
How I invest my own money, and where my views on money come from. I walk through my whole balance sheet: one global equity fund, a private equity stake in the company that acquired PWL, the house we live in, and more cash than I probably need. Not every choice is “rational,” and that’s fine. Parts of this video come from my chapter in Brian Portnoy’s How I…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
月供緊嘅各位又係咪咁容易就動搖？ #shorts #investment #115
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
特朗普中期大選陷危機！民主黨一旦反勝，總統權力會被削幾多？由減稅、關稅到伊朗戰事，一次拆解！【施追擊】 #中期選舉
美國2026中期大選進入倒數，特朗普會否因此失去國會控制權，甚至提前變成「跛腳鴨」？今集《施追擊》拆解眾議院、參議院最新選情，分析民主黨一旦奪回國會，會如何限制特朗普的減稅、撥款、人事任命與軍事行動；同時追蹤美伊戰事、國防預算、霍爾木茲海峽與油價走勢。中期大選，究竟只是一場政治權力戰，還是未來兩年美國政策、通脹與市場方向的真正轉捩點？ 【百萬訂閱感謝祭 第三彈】 破天荒！《百萬訂閱變現術》免費分享會 ▶立即登記◀︎ ════════════════════ 德兄【佛系收息分享會：從投資新手到收息養家的故事】 ▶立即報名◀︎ ════════════════════ 全新UPGRADE💥#施傅 𝟏𝟎 年財務自由 免費分享會 ▶立即登記◀︎ ════════════════════ 每日免費大市把脈【升級版…
Matched language
Negative terms: 危機
運氣是要走出來！你還在等定去試試呢？#shorts #quotes #109
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
CPI到底怎樣看？為何官方通脹只有2、3%，你的生活感受完全不同？總體與核心CPI一次看懂【新手教學 S2︱宏觀經濟篇】
新聞說通脹只有2%、3%，為甚麼你去超市、交租、吃飯時，感覺卻完全不是那回事？答案可能藏在 CPI 的計算方法之中。今集會拆開這個「物價購物籃」，看看住房、食物、能源等開支如何影響通脹數字，亦會教你分清總體 CPI 和核心 CPI。5分鐘學懂市場每月最關心的通脹數據，以後看到 CPI 公布，不再只知道數字升了還是跌了。 ✏️ 新手教學 S2－由零開始，一步一步學投資 ▶️ youtube.com/playlist?list=PLTTn5E2BuYFc ════════════════════ 全新UPGRADE💥#施傅 𝟏𝟎 年財務自由 免費分享會 ▶立即登記◀︎ #CPI #核心CPI #通脹 #消費者物價指數 #經濟數據 #市場預期 #股市 #投資新手 #投資教學 #新手教學
Matched language
No matched sentiment terms; not treated as neutral.
股神加持都失靈？VOO前十大佔40%！點解變質後仍是散戶首選？指數ETF還分散風險嗎？ 【施傅教學】#月供ETF #被動投資
指數投資很危險？一直以為買 VOO 就等於分散風險？VOO 前十大持倉已逼近 4 成，半導體比重愈來愈高，令「500 隻股票」未必如從前般分散。不過，市場愈集中、選股愈難，VOO 反而可能更有價值。今集會由持倉結構、被動投資、到選股難度，一步步講清楚 VOO 如何變質。散戶應如何應對這種新常態？ 全新UPGRADE💥#施傅 𝟏𝟎 年財務自由 免費分享會 ▶立即登記◀︎ ════════════════════ 每日免費大市把脈【升級版 3pm & 9pm】 🔥立即緊貼走勢： ════════════════════ 分享你嘅問題，施傅會針對你嘅情況，提供貼地又實用嘅解決方案！💡 【施傅留言板】 ════════════════════ ⬇️ 訂閱【我要做富翁】E-news電郵簡報： 執行製作：Yeeting…
Matched language
No matched sentiment terms; not treated as neutral.
你係果斷上車定係猶豫不決？ #tradingmeme #shorts #107
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
如果你而家有 1 千萬在手，你又會點配置呢？下面留言你嘅配置！ #shorts #investment #115
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
How BAD Are Stock Valuations Really?
Most everyone seems to believe that AI is in a bubble, and the S&P 500 is overvalued...but are they really? Today, we dive into what some popular gauges are actually telling us. DISCLAIMER: This channel is for education purposes only and does not constitute financial advice - Richard is not responsible for investment actions taken by viewers. Please seek…
Negative language
Matched language
Negative terms: bubble, overvalued
美債破5厘只是開始？聯儲局撤走托底，股票樓市恐重新洗牌？低息年代一去不返？【施追擊】
美國10年期債息突破5厘，真正危險的可能不只是「加息」本身。今集《施追擊》拆解美債、通脹預期、期限溢價與聯儲局政策，追查6月後債息急升的真正元兇。當Fed不再主動托住長債，股票、樓市、黃金與按揭會否被迫重新定價？低息年代，真的已經一去不返？ 【百萬訂閱感謝祭 第三彈】 破天荒！《百萬訂閱變現術》免費分享會 ▶立即登記◀︎ ════════════════════ 德兄【佛系收息分享會：從投資新手到收息養家的故事】 ▶立即報名◀︎ ════════════════════ 全新UPGRADE💥#施傅 𝟏𝟎 年財務自由 免費分享會 ▶立即登記◀︎ ════════════════════ 每日免費大市把脈【升級版 3pm & 9pm】 🔥立即緊貼走勢： ════════════════════…
Positive language
Matched language
Positive terms: 急升
大家點睇個朋友間嘅「信」字？#shorts #quotes #109
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
滯脹是甚麼？物價升、經濟差竟同時出現？看懂央行最難解的兩難困局︱stagflation【新手教學 S2︱宏觀經濟篇】
物價愈來愈貴，經濟卻愈來愈差，兩件事竟然可以同時發生？這就是投資市場最怕遇到的「滯脹」。今集會用簡單例子解釋，為甚麼油價、原材料或供應出問題，可以一邊推高物價，一邊拖慢經濟；亦會看看央行最頭痛的地方：加息，經濟可能更差；減息，通脹又可能更嚴重。5分鐘看懂滯脹，日後再聽到這個詞，不再一頭霧水。 ✏️ 新手教學 S2－由零開始，一步一步學投資 ▶️ youtube.com/playlist?list=PLTTn5E2BuYFc ════════════════════ 全新UPGRADE💥#施傅 𝟏𝟎 年財務自由 免費分享會 ▶立即登記◀︎ #滯脹 #Stagflation #通脹 #經濟衰退 #加息 #減息 #宏觀經濟 #投資新手 #投資教學 #新手教學
Negative language
Matched language
Negative terms: 衰退
以為做到老闆就贏？月入六位數跌到人生低谷，遭拍擋背叛，e-banner創辦人：到今日都驚又冇咗間公司！【Podcast】
今日 #podcast 邀請到 E-banner 創辦人 Chris Chan 分享他的創業路，從月入六位數到遭遇拍檔背叛失去公司，Chris 如何東山再起？面對傳統印刷業的轉型考驗，他親自自學 AI，將危機化為新商機，拆解傳統企業在新時代突圍求生的終極法則！ 全新UPGRADE💥#施傅 𝟏𝟎 年財務自由 免費分享會 ▶立即登記◀︎ ════════════════════ ⬇️ 訂閱【我要做富翁】E-news電郵簡報： #E-banner #創業
Negative language
Matched language
Negative terms: 危機
「供樓平過租」係時候要買樓？#shorts #investment #110
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
即使能重來，可能結果都會係一樣？？#shorts #quote #109
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Investing and Trading Scam Reminder
For those new to Reddit and to investing and trading - please be aware that social media platform like Reddit, Discord, etc. can be a vector for scams and fraud. This includes review sites such as Trustpilot and similar reputation sites. Offers to DM should be viewed as suspicious. Social media platforms continue to be a common method to recruit new…
Negative language
Matched language
Negative terms: fraud
The Truth About Leveraged ETFs
8:44 the chart title should have shown UPRO (3X), not SSO (2X) from the previous example. 9:12 the chart title should have shown EET (2X emerging markets). Sorry about the editing hiccups in this one! $10,000 in a 3x leveraged S&P 500 ETF (UPRO) at launch in 2009 would be worth about $1.3 million today, more than 10x a regular S&P 500 ETF. So are leveraged…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Investment Analyst Reacts to Finance TikToks - Doomsday Doomscrolling
With all the market news and concern, what better time than now to review some finance TikToks? Thank you @gatortoday for finding several of these! My name is Richard Coffin, I'm an investment analyst with my Chartered Financial Analyst and Certified Financial Planner designations, registered with the Ontario Securities Commission as a portfolio manager.…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
How these signals are calculated
A transparent English/Chinese word list classifies literal positive and negative terms. Both kinds means mixed; no matches means unclassified. This is not a semantic model: sarcasm, negation and context can reverse meaning. A negative title does not establish a bearish market position. Video feeds provide titles and descriptions, not transcripts.
Net text tone = 100 × (positive − negative) / (positive + negative + mixed). Unclassified observations are excluded, not scored as neutral. Each post has equal weight; popularity and engagement do not increase its weight.
Source counts identify distinct feed accounts, not distinct people. Community feeds can contain many authors, and the same person across channels is not identity-matched. KOL themes and digests include only explicitly selected KOL feeds. Counts and evidence use the current filters and publication window; old stored posts are excluded.
For educational and informational purposes. Social discussion can be incomplete, manipulated or incorrect; these observations are not forecasts or verified claims.