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But it was still valuable data to examine; perhaps too valuable.Â In April of 2013, Facebook severely restricted their API, eliminating the access to 1 level connections to a very small number of trusted partners.Â This restriction was inevitable.Â Many so-called â€œdata harvestersâ€ were abusing these APIs to gather as much data as possible.Â But many legitimate apps have been caught in the crossfire.
The impact to dating sites and other internet properties has been dramatic.Â Many dating sites relied upon friend (or friend of a friend) recommendations for dates, and that has been eliminated totally.Â One notable exception is Tinder, which doesnâ€™t rely upon the social graph â€“ it uses individual Facebook login and matches you to people in your geographical area.Â Sites which were dependent upon the social graph of these major properties have had to adapt other methods or go out of business.
Other networks include: has about 220m monthly users.Â These are massive networks of people, and the data associated with them is tantalising to SNA researchers like myself.Â Some of my colleagues complain that it isnâ€™t â€œfairâ€ that they should have so much valuable data that is unavailable to researchers.Â I can only imagine what cool views the data scientists have at these large companies.Â However, very little other than the most high-level statistics ever escape these walled gardens.
When these networks were created, most had application programmer interfaces (APIs) to allow outsiders to do some limited analysis on the data behind the walls.Â Usually, this was in the form of the OAUTH protocol, which allows a person to authorise an app to look at their individual social network.level connections only, though.Â In other words, you can only look at yourself and your friends.
Jesus spoke about marriage in Mark 10:9: "Therefore what God has joined together, let no one separate." It shows how much God values marriage.
Sadly, it also shows our brokenness, when we review the divorce rate, even among Christians.
Facebook has copied features of apps built atop it.
Of course, this raises the question of why these sites ever granted access to their data in the first place.Â It always seemed odd that a site whose data was so valuable would open up an API to let anyone access it.Â I donâ€™t know the actual reason, but I can speculate it was mostly tied to when these sites were created.Â At that time, APIs were all the rage, and fostering a welcoming developer community was seen as the path to success, or at least free buzz.Â However, I think developers are extremely skeptical of free APIs now.
It cratered game companies like Zynga when it reduced virality on its web platform.
Platform whiplash rocked developers as Facebook rapidly changed its APIs around 2009.
Facebookâ€™s little-known HTML5 app platform was abandoned soon after birth.
Plans to prosper you and not to harm you, plans to give you hope and a future." Through Jesus we may even call him 'Abba Father'.