I plot data. For the longest of times plotting data meant plotting the leaderboard. That means a leaderboard of top stakeholders, or plot owners, or card holders. For the longest of times, only top 200 data was easily available, so that is all that I could plot. Therefore, all my plots essentially nods to the largest investors in the game. That is not bad, but it quickly gets boring for the small investors or even the middle class.
It is different now. Anyone now can access any data. However, small your holding are, the data is free and it can be plotted.
So I decided to focus on land owners with five plots. Currently there are 171 such people. Trouble is there is no point publishing the full table with 172 rows with title. So I am providing the summary statistics below.
Image created by DallE-3
Fun Fact: This is Region 67, Stonefall. There are no stones in Stonefall!
| Statistic | Boosted PP | DEC Staked | DEC/hr | LDE | LCE | LPE |
|---|---|---|---|---|---|---|
| Min | 6053 | 0 | -164 | -10217 | -81949 | -32.71 |
| Max | 683398 | 250000 | 123 | 43981 | 357902 | 24.67 |
| Mean | 61417.92 | 97688.66 | -2.82 | 1064.38 | 2589.06 | -0.75 |
| Median | 46860 | 89354 | -2 | -308 | -4115 | -0.44 |
| Variance | 6162501116 | 5510251895 | 533.51 | 23124336 | 3413308212 | 11.36 |
| Standard Deviation | 78488.86 | 74217.61 | 23.10 | 4808.78 | 58423.84 | 3.37 |
| Skewness | 4.74 | 0.51 | 1.84 | 7.77 | 4.58 | -4.81 |
As you can see from the table above that there are six different categories. Each can have a top five and a bottom five.
If we look at the Boosted Production Power (PP), the top 5 typically put around 500K PP boosted on their 5 plots, so about 100K PP boosted in each. The bottom five have put around 9K PP boosted total on average on their 5 plots. That is less than putting five common max reward cards.
If we look at the DEC staked, the top 5 typically put around 250 K DEC on their 5 plots, so about 50K DEC in each, which is the max amount. The bottom five have put ZERO. So they are not earning anything from these five plots. Yet, the plots are active, they have cards in them. Please don't ask me why!
Top five earns 123 to 27 DEC/hr, showing you what is possible even with 5 plots! Less we talk about the bottom five the better, but 
I will plot all data here, just to show the pattern. About half of the people are negative.
High LDE means, you are staking a lot of DEC to get 1 DEC. High LDE is not efficient.
High LCE means, how much boosted PP you needed to earn 1 DEC/hr, High LCE is not efficient, but negative means negative earning, so don't do negative!
High LPE means, how much DEC/hr you are generative per active plot, higher the better; and obviously you don't want to be negative!
People have put all kinds of cards in their five plots, and therefore the result vary widely. The boosted PP of these 171 unique individuals each having exactly five plot can be plotted as a frequency distribution.
The Boosted PP values span from a minimum of 6053 to a maximum of 683398, indicating a significant spread in player performance or resource allocation. The skewness of 4.74 is strongly positive, confirming a right-skewed distribution. This means that the majority of players have relatively lower Boosted PP values, with a long tail of a few players achieving extremely high values. This is very typical of almost all splinterlands assets. Also a lot of natural processes and say wealth distribution in any country is log normally distributed with a right skew.
We all know about Vugtis. How his data makes every plot difficult to read, because he is such an outlier. However, my hunch is that is true in every single classes. Even in this class of 5 active plots, that is true.
The maximum value (683398) 
By the way, R-square of that log normal fit is 0.76. For a data set with such high variance, I say the fit is a winner! So many natural processes are log normally distributed. I should stop here before I get carried away!
I said, I won't publish the full table, but I changed my mind. Here is the full data table below! Lots of my friends are here. Find your name if you own 5 plot of land!
This one has a lot of negative values, and overall a symmetric distribution, so I used a normal distribution fit. Works out fairly well.
| Player | Boosted PP | DEC Staked | DEC/hr | LDE | LCE | LPE |
|---|---|---|---|---|---|---|
| byzantinekitty | 683,398 | 86,738 | 123 | 29 | 5,541 | 24.67 |
| jimbobbill | 416,143 | 195,000 | 66 | 124 | 6,348 | 13.11 |
| twisted-jester | 367,031 | 0 | 55 | 0 | 6,715 | 10.93 |
| nizzyz | 345,674 | 144,000 | 30 | 200 | 11,524 | 6.00 |
| docholliday | 445,809 | 28,927 | 28 | 43 | 15,911 | 5.60 |
| elclements | 262,431 | 97,049 | 27 | 148 | 9,601 | 5.47 |
| dproberts999 | 220,316 | 163,525 | 23 | 300 | 9,685 | 4.55 |
| gospodinpurko | 201,178 | 68,024 | 20 | 141 | 10,020 | 4.02 |
| crowned | 171,228 | 96,664 | 20 | 206 | 8,776 | 3.90 |
| cryptohoppir | 118,180 | 153,400 | 19 | 335 | 6,192 | 3.82 |
| daljalon | 242,960 | 93,215 | 15 | 262 | 16,361 | 2.97 |
| wes7 | 94,350 | 125,546 | 14 | 367 | 6,624 | 2.85 |
| deathscyp05 | 94,268 | 93,584 | 14 | 274 | 6,621 | 2.85 |
| tekuta | 81,022 | 79,532 | 14 | 233 | 5,697 | 2.84 |
| dk1trade | 118,894 | 230,000 | 14 | 687 | 8,526 | 2.79 |
| astrogrim | 100,321 | 94,984 | 13 | 302 | 7,648 | 2.62 |
| newbrine | 127,328 | 182,000 | 12 | 612 | 10,279 | 2.48 |
| unitmaster | 134,143 | 107,808 | 12 | 369 | 11,010 | 2.44 |
| alborzrad | 103,941 | 133,177 | 12 | 456 | 8,535 | 2.44 |
| dump564 | 111,471 | 60,231 | 10 | 251 | 11,158 | 2.00 |
| urkanon | 193,446 | 182,490 | 10 | 769 | 19,557 | 1.98 |
| kryptofire | 64,302 | 173,218 | 9 | 805 | 7,174 | 1.79 |
| tbbgg | 77,707 | 65,046 | 9 | 307 | 8,799 | 1.77 |
| appbap | 153,120 | 240,000 | 9 | 1,144 | 17,523 | 1.75 |
| apprentice001 | 167,465 | 111,873 | 8 | 558 | 20,029 | 1.67 |
| chickenmeat | 33,000 | 250,000 | 8 | 1,369 | 4,336 | 1.52 |
| wyattearp | 101,669 | 77,312 | 8 | 428 | 13,506 | 1.51 |
| krakenmeat | 32,450 | 250,000 | 7 | 1,399 | 4,360 | 1.49 |
| spud24 | 118,471 | 150,000 | 7 | 841 | 15,933 | 1.49 |
| thehermitmonk | 68,647 | 115,421 | 7 | 657 | 9,377 | 1.46 |
| gimli.glider | 71,750 | 233,182 | 7 | 1,362 | 10,060 | 1.43 |
| epic1985 | 68,239 | 68,270 | 7 | 422 | 10,131 | 1.35 |
| palasatenea | 160,363 | 171,677 | 7 | 1,067 | 23,918 | 1.34 |
| tarragon51 | 60,999 | 176,141 | 7 | 1,124 | 9,340 | 1.31 |
| db0 | 77,543 | 200,000 | 6 | 1,348 | 12,546 | 1.24 |
| monster.farmer | 78,269 | 45,166 | 6 | 325 | 13,527 | 1.16 |
| adrianus | 85,228 | 242,500 | 6 | 1,758 | 14,828 | 1.15 |
| yumi-drizzle | 56,650 | 242,500 | 6 | 1,787 | 10,021 | 1.13 |
| hd-kirati | 46,106 | 183,237 | 6 | 1,360 | 8,215 | 1.12 |
| luiz04 | 77,260 | 102,826 | 5 | 791 | 14,269 | 1.08 |
| oadissin | 51,895 | 135,461 | 5 | 1,051 | 9,666 | 1.07 |
| npieken | 46,129 | 230,900 | 5 | 1,871 | 8,969 | 1.03 |
| jznsamuel | 76,744 | 38,190 | 5 | 326 | 15,737 | 0.98 |
| lilsob | 52,855 | 250,000 | 5 | 2,199 | 11,160 | 0.95 |
| mcoinz79 | 93,029 | 46,445 | 5 | 410 | 19,718 | 0.94 |
| clayboyn | 117,231 | 132,500 | 5 | 1,213 | 25,767 | 0.91 |
| beelzael | 36,165 | 67,602 | 4 | 653 | 8,382 | 0.86 |
| prosocialise | 50,218 | 98,821 | 4 | 966 | 11,779 | 0.85 |
| dirtydozens | 46,200 | 250,000 | 4 | 2,584 | 11,459 | 0.81 |
| tradergl3n | 54,966 | 211,211 | 4 | 2,195 | 13,711 | 0.80 |
| lolth | 48,814 | 53,064 | 4 | 555 | 12,247 | 0.80 |
| land-dao | 29,178 | 180,000 | 4 | 1,897 | 7,381 | 0.79 |
| anech512 | 99,859 | 84,387 | 4 | 896 | 25,451 | 0.78 |
| vastrewin | 83,040 | 87,321 | 4 | 957 | 21,838 | 0.76 |
| mastergerund | 44,040 | 250,000 | 4 | 2,790 | 11,794 | 0.75 |
| rotoria | 36,881 | 165,791 | 4 | 1,852 | 9,889 | 0.75 |
| darkangl | 277,411 | 98,160 | 4 | 1,122 | 76,074 | 0.73 |
| bigbarger | 29,966 | 89,354 | 3 | 1,066 | 8,583 | 0.70 |
| vjekich | 46,860 | 210,000 | 3 | 2,510 | 13,443 | 0.70 |
| jepepe | 69,211 | 62,605 | 3 | 781 | 20,732 | 0.67 |
| churdasplinters | 42,295 | 250,000 | 3 | 3,131 | 12,712 | 0.67 |
| optimusc3 | 35,898 | 88,408 | 3 | 1,173 | 11,427 | 0.63 |
| drizztdourden | 41,122 | 84,852 | 3 | 1,255 | 14,599 | 0.56 |
| errtu | 32,289 | 44,357 | 3 | 669 | 11,687 | 0.55 |
| kingbruenor | 35,546 | 51,397 | 3 | 799 | 13,254 | 0.54 |
| flxlove | 37,562 | 154,874 | 3 | 2,482 | 14,449 | 0.52 |
| catti-brie | 36,655 | 90,921 | 3 | 1,465 | 14,173 | 0.52 |
| dragonsbane | 31,009 | 45,863 | 3 | 754 | 12,239 | 0.51 |
| alisabouri1 | 56,353 | 83,040 | 2 | 1,465 | 23,867 | 0.47 |
| boysofthedwarf | 25,787 | 34,958 | 2 | 667 | 11,809 | 0.44 |
| d0nkeyk0ng | 33,639 | 105,459 | 2 | 2,033 | 15,566 | 0.43 |
| kohin223 | 66,935 | 146,508 | 2 | 2,940 | 32,234 | 0.42 |
| daveplayboy | 34,166 | 140,000 | 2 | 3,036 | 17,783 | 0.38 |
| rumblebelly | 32,713 | 73,915 | 2 | 1,662 | 17,656 | 0.37 |
| trustmeimalwyr | 24,796 | 54,970 | 2 | 1,240 | 13,427 | 0.37 |
| vxc | 85,671 | 46,480 | 2 | 1,049 | 46,392 | 0.37 |
| zsumla | 27,937 | 23,282 | 2 | 599 | 17,265 | 0.32 |
| sargentofst | 19,489 | 58,573 | 2 | 1,599 | 12,767 | 0.31 |
| hoffmeister84 | 14,925 | 45,531 | 2 | 1,261 | 9,922 | 0.30 |
| phoenix83 | 43,407 | 166,051 | 1 | 4,621 | 28,994 | 0.30 |
| wibit1978 | 36,338 | 50,022 | 1 | 1,463 | 25,503 | 0.28 |
| aftersound | 43,007 | 11,224 | 1 | 343 | 31,557 | 0.27 |
| seattlea | 22,771 | 76,601 | 1 | 2,819 | 20,111 | 0.23 |
| mlo9813 | 30,315 | 133,995 | 1 | 7,229 | 39,251 | 0.15 |
| apynator | 14,397 | 20,584 | 1 | 1,253 | 21,025 | 0.14 |
| vasitocoin | 23,671 | 33,697 | 1 | 2,077 | 35,022 | 0.14 |
| haneyuzu | 13,233 | 45,277 | 1 | 3,008 | 21,099 | 0.13 |
| bobbyboy99 | 180,460 | 0 | 1 | 0 | 314,305 | 0.11 |
| tillysfamilyfarm | 14,251 | 30,943 | 0 | 3,575 | 39,520 | 0.07 |
| greenro | 8,103 | 55,272 | 0 | 6,513 | 22,917 | 0.07 |
| cryptomaules | 65,270 | 192,500 | 0 | 43,981 | 357,902 | 0.04 |
| kennypowers55 | 37,014 | 70,987 | 0 | 19,201 | 240,278 | 0.03 |
| tardigrade123 | 24,559 | 73,485 | 0 | -10,217 | -81,949 | -0.06 |
| jigna | 16,787 | 37,849 | 0 | -4,359 | -46,401 | -0.07 |
| ayaanshah10 | 20,003 | 48,623 | 0 | -5,426 | -53,574 | -0.07 |
| shadowrunner2 | 15,799 | 53,076 | 0 | -4,615 | -32,973 | -0.10 |
| bamakn | 23,054 | 43,434 | -1 | -3,099 | -39,477 | -0.12 |
| bmcappa | 31,275 | 187,841 | -1 | -6,141 | -24,540 | -0.25 |
| caybis | 20,210 | 26,183 | -1 | -831 | -15,385 | -0.26 |
| pieternijmeijer | 6,053 | 21,895 | -1 | -620 | -4,115 | -0.29 |
| falseprofit | 11,670 | 0 | -2 | 0 | -7,545 | -0.31 |
| eadrick | 36,016 | 78,511 | -2 | -1,955 | -21,528 | -0.33 |
| doemdirty | 76,412 | 149,356 | -2 | -2,908 | -35,708 | -0.43 |
| jregid | 39,395 | 232,000 | -2 | -4,488 | -18,291 | -0.43 |
| tsnaks | 62,509 | 36,621 | -2 | -708 | -29,023 | -0.43 |
| branbello | 22,090 | 164,352 | -2 | -3,120 | -10,065 | -0.44 |
| spartacus12 | 47,201 | 202,212 | -2 | -3,829 | -21,451 | -0.44 |
| sapper11g | 12,700 | 42,708 | -2 | -807 | -5,758 | -0.44 |
| zfg | 16,812 | 36,938 | -2 | -693 | -7,568 | -0.44 |
| timmycoleman | 46,271 | 79,583 | -2 | -1,479 | -20,638 | -0.45 |
| yablonsky | 8,788 | 34,634 | -2 | -641 | -3,904 | -0.45 |
| hamsterpoweriii | 108,142 | 65,247 | -2 | -1,191 | -47,361 | -0.46 |
| bluelightning | 28,828 | 0 | -2 | 0 | -11,987 | -0.48 |
| hellhound83 | 46,899 | 227,500 | -2 | -3,913 | -19,362 | -0.48 |
| sunay | 10,458 | 71,558 | -3 | -1,160 | -4,069 | -0.51 |
| hazylee1 | 29,700 | 0 | -3 | 0 | -11,325 | -0.52 |
| bcollins | 53,721 | 133,555 | -3 | -2,083 | -20,106 | -0.53 |
| bobaphet | 92,870 | 89,416 | -3 | -1,246 | -31,053 | -0.60 |
| shardbearer | 71,888 | 141,047 | -3 | -1,961 | -23,982 | -0.60 |
| coolguy123 | 88,473 | 104,580 | -3 | -1,411 | -28,656 | -0.62 |
| aaronsplinter | 33,850 | 72,286 | -3 | -957 | -10,756 | -0.63 |
| grey580 | 26,560 | 192,027 | -3 | -2,503 | -8,310 | -0.64 |
| greddyforce | 56,615 | 69,650 | -3 | -906 | -17,674 | -0.64 |
| donckeg | 72,121 | 69,095 | -3 | -871 | -21,810 | -0.66 |
| kalkulus | 38,968 | 0 | -3 | 0 | -11,578 | -0.67 |
| vtmacguru | 43,831 | 57,689 | -4 | -667 | -12,164 | -0.72 |
| kirato | 12,296 | 10,133 | -4 | -112 | -3,263 | -0.75 |
| javiss | 46,267 | 109,190 | -4 | -1,155 | -11,745 | -0.79 |
| ghostpanda4 | 83,420 | 200,000 | -4 | -2,055 | -20,569 | -0.81 |
| noragar | 58,600 | 116,551 | -4 | -1,187 | -14,327 | -0.82 |
| psilence | 55,396 | 0 | -4 | 0 | -12,521 | -0.88 |
| neo2810 | 55,000 | 0 | -5 | 0 | -11,325 | -0.97 |
| holoferncro | 23,376 | 63,751 | -5 | -543 | -4,775 | -0.98 |
| conligus | 32,815 | 242,500 | -5 | -2,053 | -6,667 | -0.98 |
| eljeffe | 32,620 | 85,374 | -5 | -699 | -6,406 | -1.02 |
| chalupabatman | 25,635 | 184,936 | -5 | -1,492 | -4,965 | -1.03 |
| theacks | 63,935 | 182,500 | -5 | -1,438 | -12,095 | -1.06 |
| skybotcloud | 32,902 | 62,993 | -6 | -466 | -5,840 | -1.13 |
| ladyyunajay | 26,586 | 25,981 | -6 | -189 | -4,639 | -1.15 |
| kioshiru | 59,154 | 57,982 | -6 | -396 | -9,701 | -1.22 |
| culturearise369 | 85,638 | 85,192 | -6 | -581 | -14,025 | -1.22 |
| cryptofrancois | 112,233 | 150,907 | -6 | -1,021 | -18,224 | -1.23 |
| fitzabombr | 35,292 | 95,080 | -6 | -631 | -5,622 | -1.26 |
| blurrz | 131,726 | 198,428 | -7 | -1,232 | -19,633 | -1.34 |
| jumperno11 | 26,485 | 102,596 | -7 | -628 | -3,893 | -1.36 |
| tentza1983 | 32,863 | 146,619 | -7 | -872 | -4,693 | -1.40 |
| wingwing124 | 58,473 | 200,000 | -7 | -1,180 | -8,280 | -1.41 |
| tookan | 84,383 | 128,722 | -8 | -691 | -10,868 | -1.55 |
| vishkaal | 155,085 | 193,224 | -8 | -1,032 | -19,881 | -1.56 |
| limno | 40,788 | 0 | -8 | 0 | -5,084 | -1.60 |
| ajjec | 21,411 | 24,150 | -8 | -124 | -2,644 | -1.62 |
| logantron | 38,346 | 13,387 | -8 | -67 | -4,573 | -1.68 |
| dockeys | 59,900 | 98,125 | -9 | -480 | -7,034 | -1.70 |
| jaljr23 | 38,716 | 31,472 | -9 | -142 | -4,204 | -1.84 |
| dragonkitty | 203,068 | 0 | -11 | 0 | -19,116 | -2.12 |
| amphlux | 62,065 | 79,818 | -11 | -308 | -5,755 | -2.16 |
| tubetactics | 50,978 | 88,779 | -11 | -336 | -4,625 | -2.20 |
| moraband | 122,120 | 190,455 | -11 | -702 | -10,799 | -2.26 |
| darklife345 | 102,843 | 217,405 | -12 | -788 | -8,943 | -2.30 |
| burgeooo | 65,932 | 150,865 | -12 | -530 | -5,554 | -2.37 |
| rugz | 35,175 | 69,736 | -13 | -224 | -2,707 | -2.60 |
| champion-slayer | 73,739 | 126,032 | -15 | -341 | -4,795 | -3.08 |
| bigdizel | 59,854 | 133,524 | -16 | -354 | -3,809 | -3.14 |
| broxi | 159,499 | 42,134 | -16 | -110 | -9,951 | -3.21 |
| kingpin1 | 75,042 | 57,010 | -20 | -118 | -3,723 | -4.03 |
| baddna | 103,446 | 102,682 | -21 | -207 | -4,995 | -4.14 |
| bp9930 | 107,692 | 107,524 | -22 | -199 | -4,793 | -4.49 |
| jwing | 102,930 | 195,016 | -28 | -287 | -3,641 | -5.65 |
| captainwhoco | 219,475 | 173,182 | -32 | -227 | -6,892 | -6.37 |
| doctorcrypto | 208,946 | 127,553 | -43 | -123 | -4,834 | -8.65 |
| ty2nicerva | 450,910 | 0 | -164 | 0 | -2,757 | -32.71 |
