This document summarizes Twitter tipping activity from the ChangeTip account between November 7th and December 9th. It found that 1,140 tippers sent 65.6 million bits (worth around $22,650 USD) to 6,453 people. While 9% of tippers sent 80% of bits, the bottom 81% of tippers sent around 13 million bits. Most tips were sent from iPhone, iPad, and Android devices. The top ten tippers and receivers were identified.

2. 7743154862322930972
30,971we
collected
tweets
31K
Between November 7 December 9

3. 7743154862322930972
30,971
14,960
16,011 Tweets from
@ChangeTip
Mentions of
@ChangeTip Total Tweets
breakdown
the
Examples of tweets in data set
Retweets
Marketing
Tips
Normal Tweets
User Error Tweets
Bot Notification Tweets

4. 7743154862322930972
9,545
using
we were able to
identify
actual tips
Identified Tips
9,545
[^Re/gEx*]
Watson analytics
&

5. 7743154862322930972
9,545
OF THE
identified TIPS
Identified Tips
9,545

6. 7743154862322930972
2,840
6,705
2,840 tips were
collected
Identified Tips
I added an uproot bits to your wallet
I added a red shot
I added internet lube
I added a holy voluntaryist grenade to
You've received charitable
You've received
have some

7. 7743154862322930972
2,840
6,705
6,705 were
not
Identified Tips
DONT FORGET YOUR BITCOIN TIP
MAKE EM HAPPY
COLLECT
DONT MISS OUT
EXPIRE COLLECT WITH THIS LINK
YOUVE GOT BITCOIN
WANTS TO SEND YOU

8. 7743154862322930972
2,840
6,705
Maybe the
reddit
community
should give
twitter users a
hand Identified Tips

9. 7743154862322930972
2,840
6,705
Below this
slideshow is a
treemap where
you can see all the
users who have
not collected
their tip Identified Tips

10. 1,140
tippers sent
65.6million bits
to 6,453 people
22,650 USD
18,201 EUR
1,435,963 INR
14,478 GBP
140,215 CNY

11. 1
Bits
Tippers 1,140
.01
12,542,761,25
Cumulative Percentage
100%
19.12%
Tip distribution
65.6 million bits
LogarithmicScale

12. 1
Bits
Tippers 1,140
.01
12,542,761,25
Cumulative Percentage
100%
19.12%
LogarithmicScale
top nine 9%
sent 80% of bits
80%
65,958 bits was the cutoff to be in the top 9%

13. 107
Bits
Tippers 1,140
.01
Cumulative Percentage
100%
LogarithmicScale
bottom 81%
sent 13 million bits
65,363

14. Twitter Web Client
iPhone/iPad/Mac
Android
Other
Android 4,449
iPhone 7,263
iPad 2,529
Blackberry 3,452
devices used to tip
Average tip size in Bits

15. collected tip
Activity by day

16. #Tippingtuesday

17. @Admiralleviathn
@kylekemper
@PanteraCapital
@victoriavaneyk
@M3metic
@Kateraaa
@mmjtrader
@gorillamania
@adamsoltys
@kdoresky
top 10 tippers
Mostly employees and investors, but still
impressive that they tipped out over $13K
usd. Keep it up guys!
by total bits tipped

18. @Kateraaa
@lagtvmb
@histattoos
@amnesty
@joerogan
@d_seaman
@kylekemper
@mrchrisellis
@Panteracapital
top 10 receivers
nice to see amnesty in here, total
received during this period was
$2.8K
@Admiralleviathn
by total bits received

19. Please contact ihb@ihb.io if you want a copy of the full data set
We are still working with IBM’s Watson to see if text in the tip is a
predictive factor in determining if it gets collected or not.