[nltk_data] Downloading package stopwords to /home/mitch/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 |
|---|---|---|
| 51.0 | r-x-x#8344 | for inventing the sliding scale rewards taxation scheme based on WG pay level. Implementing this would not only make the rewards budget last longer but also contribute to a more fair rewards system. |
| 45.25 | itsyaboi#2591 | for being an awesome element in the animation team and comms, he is a very talented dude and we are very grateful for having him in the team :) |
| 45.02 | itsyaboi#2591 | for their amazing work animating the quantification introduction video! it's finally done and it looks GREAT! |
| 43.75 | pat.zip (TE Academy)#5266 | Best organizer at Devcon anyone could have wished for! |
| 43.75 | akrtws (TE Academy)#4246 | Best multitasking host at all of Devcon! |
| 36.0 | miguelb#5176 | for completing the quantification introduction animated video! amazing animation and voice over work! |
| 36.0 | acidlazzer#5796 | for completing the quantification introduction animated video! amazing animation and voice over work! |
| 34.0 | alantv#0964 | achieving the quantification video milestone of finishing all the scenes needed to go to the next step in post production ! |
| 28.75 | Juankbell#7458 | represent Gravity at Devcon |
| 27.5 | natesuits#4789 | for completing the quantification introduction animated video! amazing animation and voice over work! |
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 88 praises, 14 (15.91%) 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 88 praises, 7 (7.95%) 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.