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

Cross-Period Analysis Report¶

This report aims to offer a perspective on the activity inside the praise system over several rounds.

Out[10]:

This report will cover 52 weeks, divided into blocks of 2 weeks each.

General Statistics¶

The full range will be subdivided into the following periods:

Out[13]:
period_start_time period_end_time
Week 1 2021-10-10 2021-10-22
Week 3 2021-10-24 2021-11-05
Week 5 2021-11-07 2021-11-19
Week 7 2021-11-21 2021-12-04
Week 9 2021-12-05 2021-12-18
Week 11 2021-12-19 2022-01-01
Week 13 2022-01-02 2022-01-15
Week 15 2022-01-16 2022-01-28
Week 17 2022-01-30 2022-02-12
Week 19 2022-02-13 2022-02-26
Week 21 2022-02-27 2022-03-10
Week 23 2022-03-13 2022-03-25
Week 25 2022-03-27 2022-04-09
Week 27 2022-04-11 2022-04-23
Week 29 2022-04-24 2022-05-07
Week 31 2022-05-09 2022-05-20
Week 33 2022-05-22 2022-06-04
Week 35 2022-06-05 2022-06-18
Week 37 2022-06-20 2022-07-02
Week 39 2022-07-04 2022-07-15
Week 41 2022-07-17 2022-07-29
Week 43 2022-08-01 2022-08-12
Week 45 2022-08-15 2022-08-25
Week 47 2022-08-30 2022-09-11
Week 49 2022-09-12 2022-09-24
Week 51 2022-09-25 2022-10-09

Praise Involvement¶

How much praise?¶

This graph shows the trend of total number of praise instances across time.

How many people give and receive praise?¶

Counting the unique ID of praise givers and receivers, we can visualize the change across time. In the figure, the blue line represents the amount of praise receivers and thered line the amount of givers.

Quantifier Involvement¶

Showing how many quantifiers are involved in each round.

Quantifier trend¶

/home/mitch/anaconda3/envs/rad-main/lib/python3.9/site-packages/numpy/lib/function_base.py:2691: RuntimeWarning:

invalid value encountered in true_divide

/home/mitch/anaconda3/envs/rad-main/lib/python3.9/site-packages/numpy/lib/function_base.py:2692: RuntimeWarning:

invalid value encountered in true_divide

average score displacement: tendency to under/over-estimate?¶

average score correlation coefficient: how much do i agree with other people?¶

System Health Evaluation¶

Number of new TEC members involved in praise (either giving or receiving)¶

Counting the round-by-round change of unique IDs being either praise giver or praise receiver.

The blue line represents new IDs in this round, the red line represents IDs that are absent in this round but were present in the last round. The green line shows the net difference, with above 0 meaning more people joined praise than people left and below 0 meaning the opposite.

Distribution Equality¶

Nakamoto Coefficient¶

The Nakamato Coefficient is defined as the smallest number of accounts who control at least 50% of the resource. Although its significance relates to the prospect of a 51% attack on a network, which may not be relevant in our context, we can still use it as an intuitive measure of how many individuals received the majority of rewards.

Bigger coefficient means more distributed (i.e. needs more people to pass 50%), smaller means more concentrated power. The number should always be an integer.

Categorizing praise based on the praise reason¶

4939 out of 15043 praises uncategorized

the average, min, max score of each category¶

Out[29]:
mean max min
attendance 3.205092 73.33 0.03
twitter 4.726056 47.75 0.13
share 4.737731 73.33 0.10
discussion 6.149941 84.67 0.10
IRL 9.220667 18.33 1.50
work 9.846741 103.06 0.10
general 9.861518 82.00 0.73
lead 10.430901 125.67 0.13
hack 15.839714 125.67 0.55
Out[30]:

errorbars mark the maximum average score for this category

Top 3 highest scored praise in each category¶

A convenient way to check if the categorization keywords are reasonable.

Out[31]:

attendance¶

Avg. score To Reason Date
73.33 karmaticacid#1218 for attending ETHDenver and doing presentations & panels about our work within the TEC 2022-02-19
55.0 iviangita#3204 for accepting the repsonisbility of acting Steward for the TEC and keeping tht WG afloat while we put out a call for new legal minds to join. 2021-11-03
27.5 mattyjee#8621 for having improved the reward system so much since he joined 2022-03-29

discussion¶

Avg. score To Reason Date
84.67 iviangita#3204 for transcribing several months of praise given verbally during community calls -- a tedious and thankless task that brought a lot more praise into the system than would otherwise be ingested. I think that volume of praise input has helped us to better understand the system and will help to iterate it. 2022-05-27
79.33 Nuggan#5183 for jumping in params, giving feedback and asking questions 2021-07-15
68.0 sem(🌸,🐝)#0161 for engaging in discussion on the TE Commons Forum (https://forum.tecommons.org) the past week. Thank you for helping our Token Engineering Commons community share and learn! 2021-07-15

work¶

Avg. score To Reason Date
103.06 Mount Manu#3530 for having transcribed praise for so many weeks, take the time to focus and meticulously write down praise voiced in our community calls 2022-05-19
89.0 kristofer#1475 for their front-end and back-end development work on the praise dashboard 2022-04-21
84.67 natesuits#4789 for helping me write and rewrite the forum post on the power of defaults: https://forum.tecommons.org/t/the-power-of-defaults-in-the-commons-configuration-dashboard/511/2 2021-07-25

lead¶

Avg. score To Reason Date
125.67 sem(🌸,🐝)#0161 for developing and testing the smart contracts. They are actually hosting a demo of the augmented bonding curve and all the commons upgrade tooling. Much admiration and respect for that 2021-11-28
78.67 Vyvy-vi#5040 for being our bot & data guru that we can always reach out to for meaningful information and problem solving 2022-01-10
68.0 mZ#3472 for thought leadership in web3 and for keeping engineering ethics as our community’s North Star 2021-12-25

share¶

Avg. score To Reason Date
73.33 sem(🌸,🐝)#0161 for the incredible work with the demos, making improvements, managing the tech team and for being such a good teacher across the space and sharing his knowledge 2021-07-15
68.0 sem(🌸,🐝)#0161 for engaging in discussion on the TE Commons Forum (https://forum.tecommons.org) the past week. Thank you for helping our Token Engineering Commons community share and learn! 2021-07-15
59.33 sem(🌸,🐝)#0161 for the Real Time Launch action! Great sharing the war room with you!!! 2022-01-24

twitter¶

Avg. score To Reason Date
47.75 iviangita#3204 for finding out our twitter account as block and fix it super quick!!⚡ (We need to be carefull with bots) 2021-09-08
42.0 iviangita#3204 for all the incredible behind-the-scenes work and all the little things she’s constantly doing in the back office helping with Twitter, the board and work agreements 2021-09-02
33.33 innov8tor3#3988 for mentioning or retweeting TE Commons on the socials the past week! Thank you for helping us grow the Token Engineering Commons community and spreading the message! 🙏🏼☺️ 2021-07-15

hack¶

Avg. score To Reason Date
125.67 sem(🌸,🐝)#0161 for developing and testing the smart contracts. They are actually hosting a demo of the augmented bonding curve and all the commons upgrade tooling. Much admiration and respect for that 2021-11-28
70.67 liviade#1387 for the long verification hack session for the final IH list 2021-07-15
63.67 VitorNunes#0090 for all the work on the CCD, the designs, comments, user testing and making things understandable for people 2021-08-19

general¶

Avg. score To Reason Date
82.0 Tam2140#9361 for supporting to accomodate people going to Amsterdam for Devconnect. Your clarity really helped us feel more calm regarding our staying plans. 2022-04-11
58.25 akrtws (TE Academy)#4246 for keeping projects, companies, and really smart people excited about supporting education for TEs! 2021-10-28
41.75 natesuits#4789 for their support in the creation of the Communitas WG 🏘️ 2021-09-18

IRL¶

Avg. score To Reason Date
18.33 chuygarcia.eth#6692 for all the work in Comms, for leading Comms and helping organize the trip to Paris 2021-07-15
16.8 jukren#8803 for making the Paris trip possible ✈️ 2021-08-05
15.0 mateodaza#3156 for the epic road trip we had to Paris!!! 2021-07-17

trend across time¶