[nltk_data] Downloading package stopwords to /root/nltk_data... [nltk_data] Package stopwords is already up-to-date!
This document processes the outputs of the praise reward system and performs an analysis of the resulting token reward distribution.
Since praise gets valued on a scale, we can take a look at how often each value of the scale gets assigned by quantifiers. Note: This metric disregards scores of praise marked as a duplicate, since the score of the original is already being taken into account.
The ten highest rated contributions for this round were the following:
| Avg. score | To | Reason | |
|---|---|---|---|
| 98.97 | Griff (💜,💜)#8888 | For working too hard on the hack thing | |
| 96.0 | sem(🌸,🐝)#0161 | For tracing the funds from the hacker and just being around all day to help save giveth from any further issues that might have arised from the chaos of the exploit | |
| 89.0 | Giantkin#8403 | For alerting us of the exploit today! First person to raise the alarm as far as i could tell, and that's huge! | |
| 89.0 | MoeShehab#3487 | for fighting human rights abuse | |
| 84.67 | Cori#8483 | for a super valuable workshop around best Twitter practices, and great insight tips and tricks, I learned something new and am feeling more inspired to build my regular Twitter routine and have fun in my own sweet twitter corner while supporting Giveth. | |
| 84.67 | MoeNick#1374 | for his critical thinking in every feature or modification we make to the dapp, logically deconstructing our user flows, finding gaps and creating solutions | |
| 84.67 | Almond | oyealmond#7049 | for organizing giveth twitter basics session & giveth galaxy twitter space & verification workshop - all the catherding she does to set up these well-structured sessions adds so much value to the giveth community |
| 84.67 | Cori#8483 | for being an amazing comms lead, writing & editing many tweets to make my life easier & taking initiative when preparing the comms agenda to ensure cross-communication accross working groups and making sure that the whole team is in the loop about upcoming launches/delays | |
| 82.0 | Griff (💜,💜)#8888 | for leading the effort around cleaning up today's hack, from catherding, decision making, translations between tech & laymens, comms review, creating a plan & finally cleanup transaction creation, he was a huge pillar in a tough situation | |
| 77.67 | Amin#2164 | because even when he is "off" with many important family things, moving & more... he is STILL reviewing Cult farm setup txs and catching us before we make mistakes. Also... he does such amazing work at explaining the giveth contracts, and how things work, and I learn so much from him constantly... it makes me a better person, and means that I can add even more value to giveth. Amin is the best!!! |
We can now take a look at the distribution of the received praise rewards. You can toggle the inclusion of the different sources by clicking on the legend.
We can also take a look at the amount of praise different users gave.
Now for something more fun: let's surface the top "praise flows" from the data. Thanks to @inventandchill for this awesome visualization! On one side we have the top 15 praise givers separately, on the other the top 25 receivers. The people outside the selection get aggregated into the "REST FROM" and "REST TO" categories.
Now let's take a closer look at the quantification process and the quantifiers:
To aid the revision process, we highlight disagreements between quantifiers.
This graphic visualizes controversial praise ratings by sorting them by the "spread" between the highest and lowest received score.
Please keep in mind that this is a visual aid. If there are several praise instances with similar spread and quant score, all but one end up "hidden" on the chart. For an exhaustive list, take a look at the exported file "praise_outliers.csv" .
Let's see how different quantifiers behaved by showing the range of praise scores they gave.
To interpret the box plot:
Bottom horizontal line of box plot is minimum value
First horizontal line of rectangle shape of box plot is First quartile or 25%
Second horizontal line of rectangle shape of box plot is Second quartile or 50% or median.
Third horizontal line of rectangle shape of box plot is third quartile or 75%
Top horizontal line of rectangle shape of box plot is maximum value.
Among 1083 praises, 284 (26.22%) do not agree on duplication
Praise instances with disagreements in duplication are collected in 'results/duplication_examination.csv'. To compare, look at the last 4 columns: 'DUPLICATE MSG 1/2/3' and 'ORIGINAL MSG'.
Among 1083 praises, 11 (1.02%) do not agree on dismissal
Praise instances with disagreements in dismissal are collected in'results/dismissal_disaggreed.csv'. You can further look into who dismissed and who did not.