/scroll-marks-sampler

A sampler to find valuable insights around Scroll ZKP

Primary LanguagePythonMIT LicenseMIT

Scroll Marks Analyzer (SMA)

Scroll

An automated repository that samples ~50k active addresses from the scroll network every week and aggregates the last four weeks to analyze their corresponding marks and extract insights.

Scroll at a glance:


Descriptive Statistics

adds have been analyzed through the latest run. The average mark score was mean

Statistic Value
count 199951.0
mean 117.37618599038079
std 480.19728878389134
min 0.0
25% 1.4587396235566827
50% 39.96486935117672
75% 138.9438230137084
max 61845.882462615

Marks Analysis

Ranks and Leaderboard

Rank Category Average Marks
179956 - 199950 Top 100% 0.1187904802
159961 - 179955 Top 90% 0.5404429509
139966 - 159960 Top 80% 1.5427931017
119971 - 139965 Top 70% 4.7865389975
099976 - 119970 Top 60% 18.6262201577
079981 - 099975 Top 50% 56.3396976846
059986 - 079980 Top 40% 92.0071414133
039991 - 059985 Top 30% 139.8190170825
019996 - 039990 Top 20% 217.8697853616
000001 - 019995 Top 10% 1127.0458549595

Histogram (Frequency table)

histogram histogram

Marks Frequency Freq. Portion
1236.9176492523 198596 99.3223339718231
2473.8352985046 1031 0.5156263284504704
3710.7529477568996 173 0.08652119769343489
4947.6705970092 50 0.025006126500992747
6184.5882462615 20 0.010002450600397098
7421.505895513799 18 0.009002205540357387
8658.4235447661 10 0.005001225300198549
9895.3411940184 12 0.0060014703602382586
11132.2588432707 5 0.0025006126500992745
12369.176492523 5 0.0025006126500992745
13606.0941417753 5 0.0025006126500992745
14843.011791027599 2 0.0010002450600397096
16079.929440279899 3 0.0015003675900595646
17316.8470895322 1 0.0005001225300198548
18553.7647387845 1 0.0005001225300198548
19790.6823880368 1 0.0005001225300198548
21027.6000372891 0 0.0
22264.5176865414 0 0.0
23501.4353357937 2 0.0010002450600397096
24738.352985046 0 0.0
25975.2706342983 1 0.0005001225300198548
27212.1882835506 0 0.0
28449.1059328029 2 0.0010002450600397096
29686.023582055197 0 0.0
30922.941231307497 1 0.0005001225300198548
32159.858880559797 0 0.0
33396.7765298121 1 0.0005001225300198548
34633.6941790644 3 0.0015003675900595646
35870.6118283167 1 0.0005001225300198548
37107.529477569 1 0.0005001225300198548
38344.4471268213 0 0.0
39581.3647760736 1 0.0005001225300198548
40818.282425325895 0 0.0
42055.2000745782 0 0.0
43292.117723830495 0 0.0
44529.0353730828 0 0.0
45765.953022335096 0 0.0
47002.8706715874 0 0.0
48239.788320839696 0 0.0
49476.705970092 0 0.0
50713.6236193443 0 0.0
51950.5412685966 1 0.0005001225300198548
53187.4589178489 0 0.0
54424.3765671012 0 0.0
55661.2942163535 0 0.0
56898.2118656058 0 0.0
58135.1295148581 1 0.0005001225300198548
59372.047164110394 2 0.0010002450600397096
60608.9648133627 0 0.0
61845.882462615 1 0.0005001225300198548

Useful insights from users

Date All TX Fee Cumulative New Users Returning Users Total Active Users Total New Users TXs
2024-07-01 00:00:00.000 UTC 59.85367047776026 2330959 242380 254222 11842 1183480
2024-06-01 00:00:00.000 UTC 403.6076246096603 2319117 918781 1062545 143764 9628384
2024-05-01 00:00:00.000 UTC 680.1605652626389 2175353 928769 1100032 171263 10995938
2024-04-01 00:00:00.000 UTC 1959.7161085410207 2004090 925041 1093653 168612 8821687
2024-03-01 00:00:00.000 UTC 3521.884854487151 1835478 848631 1042312 193681 10061465
2024-02-01 00:00:00.000 UTC 2296.4530213817993 1641797 552192 813943 261751 7176974
2024-01-01 00:00:00.000 UTC 1037.251067654455 1380046 543934 635997 92063 4857519
2023-12-01 00:00:00.000 UTC 1674.0907543657079 1287983 697468 904898 207430 4337003
2023-11-01 00:00:00.000 UTC 1311.813284996817 1080553 146557 958425 811868 4189842
2023-10-01 00:00:00.000 UTC 420.0895520912446 268685 0 268685 268685 1798417

Contracts-Users overlap

Overlapped data

Days Category 01 contract 02 contracts 03-05 contracts 06-10 contracts 11-20 contracts 21-50 contracts 51-100 contracts Over 100 contracts Sum
Over 100 days 56 43 73 186 364 1560 1575 358 4215
51-100 days 187 71 820 1246 2902 11341 5134 537 22238
21-50 days 964 970 3846 14721 44735 62770 5579 155 133740
11-20 days 1627 2573 15799 74499 159500 58894 1799 41 314732
06-10 days 6557 10273 91912 214146 160388 24162 814 0 508252
03-5 days 48905 98841 222358 150218 53339 5116 217 0 578994
02 days 190980 69421 56884 27498 7562 704 26 0 353075
01 day 117146 29987 33092 13592 3254 371 13 13 197468

Contracts usage

Contracts Count
01 contract 366422
02 contracts 212179
03-05 contracts 424784
06-10 contracts 496106
11-20 contracts 432044
21-50 contracts 164918
51-100 contracts 15157
Over 100 contracts 1104


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