[nltk_data] Downloading package stopwords to /root/nltk_data...
[nltk_data]   Package stopwords is already up-to-date!

Rewards Analytics and Distribution Dashboard for Quantification Review¶

This document processes the outputs of the praise reward system and performs an analysis of the resulting token reward distribution.

Out[6]:

Distribution report for round-22

  • This period covers praise given between 2023-05-01 and 2023-05-16.
  • We allocated a total of 26525.333333333332 GIV tokens for rewards.
  • Duplicate praise received a weighting of 0.1 the value of the original praise.
  • We assigned 3 quantifiers per praise instance.
  • Praise receiver names were not hidden behind pseudonyms during quantification

Praise Data Visualization¶

Rating 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.

Top 10 highest rated contributions¶

The ten highest rated contributions for this round were the following:

Out[9]:
Avg. score To Reason
59.333333333333336 vpabundance.eth#6756 for connecting Giveth with Octant in an amazing opportuntiy to raise funds for the Giveth QF matching pool
45.333333333333336 geleeroyale#0 for finding free awesome RPC endpoint for GIveth
36.666666666666664 oyealmond#0 for being the shadowy superhero behind 90% of our comms. she coordinates all kinds of events, GM, meet the makers, twitter spaces, does outreach and coordination for all, writes tweets, makes videos and advertising content, and makes sure they get in front of everyone needed. She makes discord announcements, moves issues around the github board, follows up on all tasks... and is such a powerhouse of a contributor that it's hard to fit it all in one praise
36.666666666666664 carlosjmelgar#2531 for doing a great host job on the Giveth's GIVtalk twitter space with Giveth projects participating in the Gitcoin's Beta Grants
34.0 carlosjmelgar#2531 aka Carlosito for showing so much love to Giveth Galaxy and donating to all the galaxy projects in Open Source Software category in Gotcoin Beta round!
34.0 Amin#2164 for very fast issue management. We were lucky it was only a fire drill 🚒
29.666666666666668 Amin#2164 for Deploying token distro on Optimism
29.666666666666668 nikolacreatrix#0 for holding up the gravity pillar with elegance and grace. her feedaback on the subdaoification post about managing contributors & leaders was super constructive, demonstrating her epic emotional intellgience, and understandings of the complex nuances of our hiring/firing processes
28.0 hanners717#0 For leading the fundraise call for the first time, she killed it it!!
27.0 ben_west_monkey_flower#0 for being super supportive in answering my questions about gitcoin beta round, and in particular for his support investigating why giveth was rejected from the DEI round

Praise Reward Distribution¶

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.

Praise Giving Distribution¶

We can also take a look at the amount of praise different users gave.

Praise Flows¶

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.

Out[13]:

Quantifier Data¶

Now let's take a closer look at the quantification process and the quantifiers:

Praise Outliers¶

To aid the revision process, we highlight disagreements between quantifiers.

Outliers sort by spreads¶

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" .

Praise score by quantifier -- outliers among the quantifiers?¶

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.

Score displacement: tendency to under/over-scoring?¶

Scoring correlation: how similiar am I scoring with others?¶

Agreement on duplication¶

Out[22]:

Among 343 praises, 42 (12.24%) 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'.

Agreement on dismissal¶

Out[25]:

Among 343 praises, 1 (0.29%) 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.