There are a few ways to scrape stock market news data from the internet in Python — we can parse HTML directly using libraries like beautiful soup, or we can pay for an API that gives us news data directly without the hassle. Some great finance news API options include IEX Cloud, EOD Historical Data, and StockNewsAPI; each has its own pros and cons, which we talk more about in the video at the bottom of this page. Source: over 2 years ago

It looks like it relies on whatever curation https://stocknewsapi.com/ provides. So "moderation"/curation is being done, but not by steez. - Source: Hacker News / almost 3 years ago

@paulpauper, it's pretty much a UI on top of the awesome Stock News API (https://stocknewsapi.com). I really just built it to get acquainted with Elixir + Phoenix, and wanted to share it with the community :). - Source: Hacker News / almost 3 years ago

Hey @jedwhite! Thanks, I appreciate the feedback! Yeah I'm pretty much relaying from https://stocknewsapi.com :) I've been using them for about 2 years and they have an awesome team and service. - Source: Hacker News / almost 3 years ago

Thanks, much appreciated! I'm glad you find it somewhat useful :) Honestly, it was super simple to put together; I pull data from https://stocknewsapi.com, which I've found to be very high quality and reliable (I'm using their sentiment classifications as well, so not exactly sure what model is behind that). The project isn't currently open source, but I'm definitely considering it. I built it with Elixir +... - Source: Hacker News / almost 3 years ago

Gurufocus.com is really nice - it's probably the only one I'd pay for if I could only choose one. Source: almost 2 years ago

You might have missed the valuation graph from gurufocus.com. It represents historical p/e, p/b, p/s and future estimates. In general though for me personal at least I'm more interested in the quality of a company vs the valuation. It always fluctuates and if a great company is over valued I put it on a watch list. Source: almost 2 years ago

Hi! It's a valuation graph from gurufocus.com I usually title it, misse dit this time =). Source: almost 2 years ago

Hi and thx for the input. The chart is the valuation from gurufocus.com I will try make it more clear in the future. Source: about 2 years ago

Another important parameter to observe is the overall market valuation. As with individual stocks, the overall market can be measured with P/E ratio and P/S ratio. But just like with cyclical companies, the whole economy is cyclical. During recessions, profit margins are low and earnings are depressed. P/E ratio gives a false indication of the market valuation. Yale professor Robert Shiller's cyclically adjusted... Source: about 2 years ago