We’ve spent the last ten months building #CitizenBrowser, a project that aims to peek inside the Black Box of social media algorithms, by building a nationwide panel to share data with us. Today, we are publishing our first story from the project. /1

.@corintxt crunched the numbers and found that after Facebook flipped the switch for political ads, partisan content elbowed out reputable news outlets in our panelists’ news feeds. https://t.co/Z0kibSBeQZ /2
You can learn more in our methodology, where we describe how we did this and what steps we took to ensure that we preserved the panelists' privacy. https://t.co/UYbTXAjy5i /3
Personally, this project is the culmination of years of experiments trying to figure out how to collect data from social media platforms in a way that can lead to meaningful reporting. I’ve described a couple of highlights below 👇 /4
My first attempt was in 2016 at Propublica, when I was working with @JuliaAngwin . We were interested in seeing if there was a difference in the Ad interests FB disclosed to users in their settings and the interests they showed to marketers. /5
We collected the data set of groups FB showed marketers through the FB Ad portal quite easily
but collecting what they showed to users was a non-trivial problem. /6
In order to collect this data I built a browser extension that let readers share their data with us. We released this as a part of @propublica’s Breaking The Black Box series. https://t.co/OD4A61n8WN /7
Sadly, this extension no longer works, but the 52k categories we collected from volunteers are still available to download. https://t.co/qslgqE5nJt /8
It was during this investigation that we first learned about the now infamous ‘ethnic affinity’ ad categories on Facebook. https://t.co/C0A1I0pMG1 /9
The second attempt was with @kashhill at Gizmodo investigating how Facebook's People You May Know algorithm suggested people to befriend. /10
Since FB doesn’t have an API for this service. I built a tool that allowed people to collect all the friends' suggestions Facebook made to them on a daily basis. If they found something interesting they could share it with us. https://t.co/d2e3PheugZ /11
Facebook wasn’t happy about our tool and asked us to take it down. To this day there is no easy way for users to get their friend suggestions data from Facebook. https://t.co/n83p5zS7SM /12
#CitizenBrowser is the next step in this journey. We built an app that we paid panelists to install, which collects data from their Facebook feeds at regular intervals. /13
It’s an ambitious experiment. But given that there is no other way to see what is happening on this important platform, we gave it our best shot. Grateful for @JuliaAngwin and @nabihasyed's fearless leadership that allowed us to push the limits. /14
Also grateful for our team, who just ran a marathon at sprint speed to get this project done! @angiewaller @leonyin @corintxt @jonkeegan @sammorrisdesign @mynameisfiber @magiccia @cortesi @jeffcrouse @iaaaan @rinapalta @simplysecureorg /eof

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Or, you could let us know when you figure out why it was trending yesterday and the users are complaining which is why Vice wrote about it. Why I'm saying what I am.

There's an assumption here that this problem is fixed bc it was already hacked.

It's not.


We have ppl freezing and dying in TX right now because some ppl who thought they were really smart never spoke to anyone with actual experience with energy systems in extreme cold climates.

Texans are waiting for a solution to a preventable problem.

Farmers are saying that now, not during a crisis, they have to wait for a JD tech to arrive to help them.

The assumption that bc SOME farmers said screw this and used hacked firmware to get around that obstacle doesn't mean that all farmers are doing that.

If all farmers were using hacked firmware we wouldn't be discussing this right now would we?

Of course no one has pointed out that another issue here is that no one at John Deere has figured out they don't have enough staff to quickly and reliably SOLVE problems.

The locked firmware is just one of many issues here.

By not giving people a fast solution they're causing this and other issues.

So what I'm saying is somebody at John Deere needs to examine all of this.

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॥ॐ॥
अस्य श्री गायत्री ध्यान श्लोक:
(gAyatri dhyAna shlOka)
• This shloka to meditate personified form of वेदमाता गायत्री was given by Bhagwaan Brahma to Sage yAgnavalkya (याज्ञवल्क्य).

• 14th shloka of गायत्री कवचम् which is taken from वशिष्ठ संहिता, goes as follows..


• मुक्ता-विद्रुम-हेम-नील धवलच्छायैर्मुखस्त्रीक्षणै:।
muktA vidruma hEma nIla dhavalachhAyaiH mukhaistrlkShaNaiH.

• युक्तामिन्दुकला-निबद्धमुकुटां तत्वार्थवर्णात्मिकाम्॥
yuktAmindukalA nibaddha makutAm tatvArtha varNAtmikam.

• गायत्रीं वरदाभयाङ्कुश कशां शुभ्रं कपालं गदाम्।
gAyatrIm vardAbhayANkusha kashAm shubhram kapAlam gadAm.

• शंखं चक्रमथारविन्दयुगलं हस्तैर्वहन्ती भजै॥
shankham chakramathArvinda yugalam hastairvahantIm bhajE.

This shloka describes the form of वेदमाता गायत्री.

• It says, "She has five faces which shine with the colours of a Pearl 'मुक्ता', Coral 'विद्रुम', Gold 'हेम्', Sapphire 'नील्', & a Diamond 'धवलम्'.

• These five faces are symbolic of the five primordial elements called पञ्चमहाभूत:' which makes up the entire existence.

• These are the elements of SPACE, FIRE, WIND, EARTH & WATER.

• All these five faces shine with three eyes 'त्रिक्षणै:'.