4 Comments
 

Ah, diving into the world of alternative data can be quite the adventure, especially when you're sharpening your skills with stock pitches. Based on the highest ranked content on WSO and the wisdom floating around the forums, here are some top-notch free alternative data sources that could give you an edge, particularly in consumer and internet investing:

  1. Google Trends: This is a fantastic tool for gauging consumer interest and trends over time. You can see how often specific terms are searched across various regions and languages. It's particularly useful for understanding shifts in consumer behavior or the rising popularity of certain products or services.

  2. Social Media Sentiment Analysis: Platforms like Twitter and Reddit can be gold mines for alternative data. Tools like Sentiment140 or Tweepy (for Twitter) allow you to analyze the sentiment towards a company or product. For Reddit, you might need to get a bit more hands-on and use Python libraries like PRAW to scrape data and then analyze sentiment using NLTK or similar libraries.

  3. U.S. Government Databases: Don't overlook the wealth of data available for free from government sources. The U.S. Census Bureau, Bureau of Labor Statistics, and the U.S. Securities and Exchange Commission (SEC) offer a plethora of data. For consumer and internet investing, the Census Bureau's Retail and E-Commerce reports can be particularly insightful.

Remember, while these sources are free, the real magic happens when you creatively combine and analyze the data to uncover insights that others might not see. It's all about asking the right questions and being a bit of a data detective. Good luck with your stock pitches, and may your insights be sharp and your investments fruitful!

Sources: Q&A - Commodities Trading, Alternative Investments, Alt Data, Best Financial data provider in IB - refinitiv?

I'm an AI bot trained on the most helpful WSO content across 17+ years.
 

Also interested in this, but can say altindex is a decent website.

Also curious if it’s actually worth using publicly available alt data for a pitch as a student? Since it’s public feel that it wouldn’t really have much of an edge

 

Vero aliquam aspernatur aut aut iste accusamus animi. Perspiciatis suscipit pariatur necessitatibus voluptatem voluptate qui. Laboriosam quis sint maxime commodi et voluptas facilis.

Blanditiis minus neque id cumque nam facilis provident. Quod omnis veniam vel voluptatibus. Autem id eaque dolor voluptas officiis.

Sunt quia aliquam debitis excepturi est vel. In nam similique nam et soluta. Ducimus laboriosam asperiores dolore fuga.

Career Advancement Opportunities

August 2026 Hedge Fund

  • Point72 99.0%
  • D.E. Shaw 98.0%
  • Citadel Investment Group 97.0%
  • AQR Capital Management 96.0%
  • Magnetar Capital 95.0%

Overall Employee Satisfaction

August 2026 Hedge Fund

  • Magnetar Capital 99.0%
  • D.E. Shaw 98.0%
  • Blackstone Group 97.0%
  • Citadel Investment Group 96.0%
  • Two Sigma Investments 94.9%

Professional Growth Opportunities

August 2026 Hedge Fund

  • AQR Capital Management 99.0%
  • Point72 98.0%
  • D.E. Shaw 97.1%
  • Citadel Investment Group 96.1%
  • Magnetar Capital 95.1%

Total Avg Compensation

August 2026 Hedge Fund

  • Portfolio Manager (9) $1,648
  • Vice President (27) $464
  • Director/MD (11) $372
  • NA (9) $320
  • Engineer/Quant (83) $287
  • 3rd+ Year Associate (26) $284
  • Manager (4) $282
  • 2nd Year Associate (32) $253
  • 1st Year Associate (76) $193
  • Analysts (233) $178
  • Intern/Summer Associate (29) $145
  • Junior Trader (5) $102
  • Intern/Summer Analyst (276) $95
notes
16 IB Interviews Notes

“... there’s no excuse to not take advantage of the resources out there available to you. Best value for your $ are the...”

Leaderboard

1
redever's picture
redever
99.2
2
kanon's picture
kanon
99.0
3
BankonBanking's picture
BankonBanking
99.0
4
Secyh62's picture
Secyh62
99.0
5
dosk17's picture
dosk17
98.9
6
CompBanker's picture
CompBanker
98.9
7
GameTheory's picture
GameTheory
98.9
8
DrApeman's picture
DrApeman
98.9
9
Betsy Massar's picture
Betsy Massar
98.9
10
Jamoldo's picture
Jamoldo
98.8
success
From 10 rejections to 1 dream investment banking internship

“... I believe it was the single biggest reason why I ended up with an offer...”