If i'm not mistaken, ever since Youtube uplifted its ban on gambling ads, that's how whenever you are watching any of these kinds of videos (i.e gambling related, investment related or how to make money related videos), you will always come across those ads, of which I think maybe this period you might have been watching more of either of those 3 kinds of videos often for you to have been shown more of gambling ads, which I have also noticed about Facebook recently displaying gambling and the very ads I noticed the most is "Coin master".
I use a Android smartphone and a desktop PC, I have noticed that what we look for using google search engine will impact how our phones react in giving out information, news and advertisements, it's like those gadgets are build in a way that they know their users better than anyone, once I look into Chelsea football club, my prebuilt news app will always give me updates about Chelsea football club and important information going on with the football club.
What you use your gadgets for will be the way it will function on the users behalf, It doesn't take a thing to find out if your friends are fraudsters or por* addicts, just get a hold of their phone of PC, without looking into their search or browser history you will know what they have been up too.
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That's how invasive all these social media platforms and search engines have become, they use us to run their businesses and our privacy is not of their concern at all because we give them the right to do whatever they want with us because we always agree with their terms and conditions and agree with them at the time of registration.
Cookies used by websites and apps track our activities and then use that to provide us with news and updates and advertisements based on our searches which are considered to be our interests, our interests are even sold to other companies so that they can target us for selling their products.