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7 months
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EVE Online
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| 0s | from the deepest data mines of new Eden |
|---|---|
| 3s | please put your hands together for CCP |
| 6s | Bjorn and CCP estimate |
| 46s | hello hello hello hello |
| 51s | yeah the front right hello |
| 53s | hello |
| 56s | is it working |
| 57s | okay so good good morning everyone |
| 59s | welcome to fun fact |
| 60s | I am yeah yeah that's where we're going |
| 62s | now imcb estimate data scientist here at |
| 65s | tgb I've been uh and a part of the |
| 68s | analytics Department the analytics |
| 71s | department has been part of CHP ever |
| 72s | since cgp hired a doctor and |
| 76s | economics to monitor the health of the |
| 79s | economy |
| 80s | and the Crown Jewel of the data |
| 83s | department has always been the economic |
| 85s | report so I'm going to take you through |
| 86s | a brief history of the report |
| 89s | the origin of the report dates back to |
| 92s | 2007 when we released the quarterly |
| 94s | economic newsletters |
| 96s | which are a few page reports with |
| 98s | detailed descriptions on the state of |
| 100s | the economy I'm not sure how many of you |
| 102s | remember this port but we in the data |
| 105s | Department we are lucky to have CCP |
| 107s | recurved still with us who keeps printed |
| 110s | versions of these reports as a task |
| 113s | these reports they showed |
| 117s | they showed the development of the |
| 119s | economy some graphs showing for example |
| 121s | the value distribution the mineral price |
| 124s | indexes |
| 127s | the type 2 module prices and differences |
| 130s | in in prices between regions |
| 132s | we however start releasing these reports |
| 135s | in 2010 after releasing about 14 of |
| 138s | those because it took so long to create |
| 141s | one of these reports it wasn't until |
| 143s | five years later we created something |
| 146s | similar which was in evacus where we |
| 148s | introduced the monthly economic report |
| 150s | uh the report was written in our using |
| 155s | ggplot2 to create the visualizations and |
| 157s | over the next four years it got more and |
| 159s | more difficult to maintain these reports |
| 161s | as you can see on the on this chart the |
| 164s | average release date of the reports went |
| 166s | from fourth of the month all the way to |
| 168s | 12th of the month in 2019. |
| 172s | for seeing the difficulty of running the |
| 174s | reports we decided in 2020 to start a |
| 177s | full rewrite of the report we wanted to |
| 180s | replace r with python and Align data |
| 184s | sources with the new data pipelines that |
| 185s | were being built the first three python |
| 188s | generated charts were introduced in 2021 |
| 192s | and |
| 194s | the final transformation was completed |
| 196s | in 2022. |
| 198s | during the process we removed 12 graphs |
| 200s | and update eight mining graphs which we |
| 203s | thought was a better indicator of the |
| 204s | health of the economy |
| 206s | as you can see there was a significant |
| 208s | Improvement in the release of the Emir |
| 211s | after we finish the transformation and |
| 213s | now we plan to release this report |
| 216s | uh in the first few days of the month |
| 218s | similar to what what it was back in |
| 220s | 2016. |
| 223s | uh |
| 224s | the latest additions to the mer have |
| 226s | been Darth Maul charge warmer statistics |
| 229s | LP by region |
| 231s | battle statistics and ESS numbers |
| 233s | and today we have released more than 2 |
| 236s | 900 graphs through the mer |
| 239s | this figure shows all of those charts |
| 242s | the blue ones represent python are |
| 244s | generated graphs while the yellow ones |
| 246s | represent python generated graphs and |
| 248s | occasionally |
| 250s | graphs didn't make it to the release and |
| 252s | those are represented as empty boxes |
| 255s | some have stayed in the mer the whole |
| 257s | time and one of which is the production |
| 260s | destruction Minecraft |
| 261s | which we can see here on the animation |
| 263s | how it has evolved over the years we |
| 266s | have changed the coloring a bit we |
| 268s | changed some Minor Details In the graph |
| 270s | and added some annotations then in 2022 |
| 274s | when you finished the python |
| 275s | transformation |
| 277s | we added dark mode versions and then |
| 280s | some details on security band |
| 284s | the latest additions as I said earlier |
| 286s | were mining charts is particles and |
| 288s | warmers and to create one of these |
| 290s | graphs in the mer we are using the |
| 293s | plotly graphing Library |
| 295s | and it it is quite the iteration of |
| 297s | going through and iterating and trying |
| 300s | to get the design to look up to the |
| 302s | standards required for uh to be released |
| 305s | this animation is playing on screen it's |
| 307s | showing one of those iterations where we |
| 309s | are creating the wormhole |
| 312s | flowchart where we wanted to visualize |
| 314s | how items move through warmer space |
| 318s | but even though I think this |
| 320s | visualization looks great at the end |
| 322s | some CSI members thought this could be |
| 325s | summarized with a pie chart |
| 329s | oh |
| 330s | we we had to fix this I wonder if |
| 334s | if the CSI member was just getting |
| 336s | trying to get me to put one of these |
| 338s | summarization charts it was at least a |
| 340s | yeah |
| 343s | but the mayor has changed quite a bit |
| 345s | over the years but by no means is it |
| 347s | perfect item pricing for example is one |
| 350s | thing that we need that we need to work |
| 353s | on |
| 354s | there are multiple sources of Truth or |
| 356s | pricing an item in Eve you can use cgb |
| 358s | kill mail pricing you can use set kill |
| 360s | board pricing you can use manufacturing |
| 362s | costs and average market prices and |
| 365s | various charts in the Army are used |
| 366s | different prices so we want to we want |
| 369s | to fix that |
| 370s | uh with growing significance of |
| 372s | factional warfare we want to add some |
| 373s | more details on Faction Warrior so you |
| 375s | can see how many loyalty points are |
| 377s | being generated |
| 378s | ultimately we would like other people to |
| 380s | be able to recreate the crafts that we |
| 383s | are creating in the mer so we would want |
| 385s | to improve the data sources and perhaps |
| 388s | open source some of the code that is |
| 390s | used to generate the graphs |
| 391s | ultimately or of course we just want to |
| 394s | add more charts to the ml we want to add |
| 396s | something that keeps the monthly |
| 398s | economic report interesting and keeps |
| 401s | the conversation going around the |
| 402s | economy |
| 405s | in the past we have added some extra |
| 408s | charts to the Emer that were not meant |
| 410s | to be permanent but more thought of an |
| 412s | awesome |
| 414s | good at good addition every now and then |
| 417s | and one of those charts is the |
| 420s | cumulative valid distribution |
| 423s | and every time we post one of these we |
| 425s | get questions what defines space rich |
| 429s | what what is needed to be part of the |
| 431s | one percent in evil land |
| 434s | and when I was reading through 2007 |
| 437s | quarterly economic newsletters I noticed |
| 439s | that we actually we showed this data |
| 441s | back then so I looked in a database and |
| 444s | believe it or not we have nearly 20 |
| 447s | years of wealth distribution data |
| 450s | so on the screen is the value |
| 453s | distribution E1 line all wallet disk so |
| 456s | only is isk balance |
| 458s | pair account and back in 2004 the |
| 462s | average or mean account had about 35 |
| 465s | million Skinner wallets and the top one |
| 467s | percent had 43 billion |
| 470s | this change quite a bit over the years |
| 471s | in 2010 it was about 200 million and in |
| 475s | 2023 today is about 630 millionisk the |
| 480s | top one first hour is holding about 123 |
| 484s | billion Skinner wallets |
| 486s | and as you can see in this one we're |
| 488s | visualizing the top one percent you can |
| 490s | see that the top one percent their |
| 492s | wealth increased or their wallet is |
| 494s | toppled between 2014 and 2018 from 60 |
| 498s | billion to 120 billion |
| 501s | but I know what they're all asking now |
| 502s | this is only isk balance what about |
| 505s | total wealth |
| 506s | well this figure shows the distribution |
| 509s | of total wealth |
| 510s | for all where we include Ishq items and |
| 514s | Plex |
| 516s | and to keep the consistency we're still |
| 518s | only looking at accounts so after three |
| 521s | quarters the meanwhile is about |
| 527s | 4.4.9 billion and the top one percent is |
| 530s | sitting at 100 billion worth of assets |
| 532s | but we can do better than that we know |
| 535s | that most Eve players they have more |
| 537s | than one account |
| 538s | so let's look at the voltage vision for |
| 541s | all Eve players accumulation of all |
| 543s | their accounts |
| 545s | all players |
| 547s | so here things change quite a bit the |
| 550s | mean |
| 551s | account |
| 552s | mean if Carter or e-player has about 9 |
| 556s | billion worth of assets while the |
| 557s | average is about 42 billion |
| 560s | the top five percent has a net worth of |
| 563s | 168 billion |
| 565s | the top one percent |
| 567s | has a little little below one half a |
| 570s | trillion worth of assets |
| 572s | the top 0.1 percent has a staggering 1.9 |
| 576s | trillion |
| 579s | and the top 0.01 has at least 6.5 |
| 583s | trillion worth of assets but keep in |
| 586s | mind |
| 587s | the average age of these accounts is 12 |
| 589s | years |
| 590s | so now I'm going to hand the mic over to |
| 593s | CCB burn who's going to continue with |
| 595s | these interesting statistics on all of |
| 596s | you |
| 600s | there you go |
| 602s | thank you |
| 604s | thank you CCP estimate hello everyone |
| 607s | and welcome to Fan Fest uh now let's |
| 610s | dive straight back into some more |
| 613s | numbers |
| 614s | 25 million 969 |
| 618s | 962 any castes to what this number |
| 621s | uh refers to |
| 625s | you're very close total number of |
| 627s | accounts are heard this is a total |
| 628s | number of characters created since May 6 |
| 631s | 2003. |
| 633s | uh every character ever created |
| 636s | now this is roughly equivalent to the |
| 638s | current population of Australia uh which |
| 641s | is good |
| 643s | and this comes down to roughly 1.2 |
| 645s | million characters created every year |
| 648s | uh 3500 characters created every day |
| 652s | and |
| 655s | that equates to the birth rate of Turkey |
| 658s | that's good |
| 660s | uh and 2.36 characters added to the meat |
| 664s | grinder every minute of every day |
| 667s | which is a staggeringly high number even |
| 670s | though it's small |
| 671s | now this is the total split between the |
| 674s | empires or the races as you can see |
| 676s | caltari comes out on top with 33 percent |
| 678s | of all characters created uh galante in |
| 681s | second place and Minar namara are fairly |
| 683s | even with roughly 18 percent |
| 686s | now this is the split between the blood |
| 688s | clients and interestingly galante |
| 689s | galante comes out on top as the most |
| 691s | preferred bloodline out of all of them |
| 695s | uh however it's probably better to |
| 697s | visualize this throughout time and even |
| 700s | though this tells you something it's |
| 701s | even better to see it if you contrast it |
| 704s | next to one another and overlay it |
| 706s | and what's interesting here for instance |
| 707s | is that you can see that kaltari used to |
| 709s | be the uh the most popular up until 2011 |
| 713s | roughly 2010 then up until 2018 calente |
| 718s | took over as the favorite you can see |
| 720s | the huge spike in the picture there is |
| 722s | when Eve went three to play but yeah |
| 725s | then in 2018 kaltari took over again uh |
| 728s | while Omar and minimotar have been |
| 730s | relatively similar throughout the entire |
| 732s | period |
| 734s | now this is the 20-year anniversary of |
| 735s | Eve online so we in the data team |
| 737s | naturally thought to ourselves uh how |
| 739s | much 20 year old data do we have or |
| 742s | better yet what data exists without gaps |
| 745s | from 2003 May 2003. |
| 748s | now there isn't a lot but there is still |
| 751s | some uh we have character Creations we |
| 754s | have user account Creations Corporation |
| 756s | membership records Alliance membership |
| 758s | Records Office rentals |
| 761s | formal work declarations roles granted |
| 764s | to Corporation members online player |
| 766s | count cumulative law conservation for |
| 768s | users and sales data |
| 771s | and one of the like there is of course |
| 774s | more but this is probably the most |
| 775s | shareable and interesting data points |
| 777s | and one of the data points that really |
| 778s | piqued my interest when I was looking |
| 780s | into this was date of birth |
| 782s | now it's something that we've been |
| 784s | collecting since 2003 uh it used to be a |
| 788s | registration requirement all the way up |
| 790s | to 2016 when we pulled it out to |
| 793s | streamline the registration process |
| 795s | uh and then up until this year we |
| 798s | allowed it as an optional entry point on |
| 800s | the account management page when we |
| 802s | removed it entirely because it wasn't |
| 804s | really that used and the reason why it's |
| 807s | not that much used is of course because |
| 810s | it's it's player entered it's prone to |
| 812s | error you can just submit whatever you |
| 814s | want and there's no way for us to |
| 816s | validate if the date of birth you enter |
| 817s | is actually correct but still a very |
| 820s | common question we get in analytics is |
| 822s | how old is the or how what's the average |
| 824s | age of an eve player and it's also a fun |
| 827s | way to uh see how analytics work |
| 831s | and now usually when you start or often |
| 834s | when you start plotting data it looks |
| 835s | like this |
| 837s | like absolute trash |
| 839s | and thank you for for this uh |
| 842s | but uh yeah we have a date range from |
| 844s | 1750 all the way to today the most |
| 847s | recent birth date we have in our system |
| 849s | is September 11 2023 so 11 days ago |
| 855s | so something is very wrong here uh and |
| 857s | we can just if you know nothing about |
| 859s | the issue you can just start by saying |
| 860s | okay the oldest player was probably not |
| 863s | more than a hundred when the game was |
| 865s | released so you can limit the access to |
| 867s | 1903 |
| 868s | still something very wrong there's like |
| 870s | one day there that triumphs all the rest |
| 873s | and if you knew nothing it would be hard |
| 875s | to analyze this data because the date is |
| 877s | January 1st 1978. so you're just like |
| 880s | why is that happening so you have to |
| 883s | know something you have to speak to some |
| 885s | people at TCP some gurus that know |
| 886s | something and it turns out that January |
| 889s | 1st 1978 was the default date in the |
| 893s | date of birth field so if you just |
| 894s | entered press submit that was the date |
| 896s | of birth you got not the best default |
| 899s | value if you think about it but uh there |
| 902s | you go so we remove that and you start |
| 904s | to get something going on in the picture |
| 906s | still it's kind of wrong uh so you might |
| 910s | see like what what's happening with all |
| 912s | these Peaks why are there these days |
| 914s | that kind of pop up uh way over the rest |
| 917s | and it turns out these are all January |
| 919s | 1st so like if people were even bothered |
| 921s | to edit anything in the date of birth |
| 923s | field they just edited the year they |
| 925s | didn't bother changing the the date |
| 927s | so just to kind of see better what's |
| 930s | going on we can remove these |
| 932s | but it's still kind of shitty uh so we |
| 935s | can just try to look at the distribution |
| 938s | from like where it roughly starts and |
| 939s | where it roughly ends so we can filter |
| 941s | the period down to 1953 to 2010. uh |
| 945s | still not great we can check out some of |
| 947s | these kind of Peaks see what's happening |
| 949s | February 2nd there's also a super |
| 950s | popular date so like if you edit the |
| 952s | date you added it to two and two from |
| 955s | one and one uh and the first five days |
| 958s | in a month are also very kind of |
| 960s | disproportionately popular given that |
| 962s | date of birth should randomly distribute |
| 965s | uh but perhaps not enough to remove them |
| 967s | as outliers so we just keep them uh like |
| 971s | if you're if you have issues with |
| 973s | individual dates the best way to fix |
| 975s | that is probably just to group by month |
| 977s | that's a great way to fix kind of the |
| 978s | errors that bring that you have on |
| 980s | individual dates and here we're starting |
| 982s | to see something something that's |
| 984s | starting to look like a probability |
| 985s | distribution you can probably work with |
| 987s | a little you can also tell yourself like |
| 989s | you're not really interested in uh which |
| 992s | month you're born in you might be |
| 994s | interested in a year so you can just |
| 995s | Group by that instead and you can see an |
| 997s | even clearer picture of what's Happening |
| 999s | and then you can also tell yourself like |
| 1001s | I'm not really interested if a player is |
| 1002s | like 23 24 25 but I'm interested in if |
| 1006s | it's in his 20s or 30s or 40s 50s so you |
| 1009s | can Group by age groups instead so you |
| 1011s | have like a decade long age group thing |
| 1013s | happening now this is probably to come |
| 1015s | complex for people to read so you |
| 1017s | simplify it into nice bars you slap some |
| 1019s | percentages on top and there you have |
| 1021s | the eve player 8 distribution 50 between |
| 1025s | 30 and 40 25 between 540 and 50 and the |
| 1029s | rest is distributed between the other |
| 1031s | buckets now it's very likely that we |
| 1033s | have some error here because we removed |
| 1035s | this field as a registration requirement |
| 1037s | in 2016 and we no longer provide the |
| 1040s | option to add it anywhere so you can |
| 1042s | always argue that the most recent |
| 1044s | players are probably younger on average |
| 1046s | but there you go |
| 1048s | uh another fun data point you get from |
| 1050s | user account creation is the country |
| 1052s | that the account was registered in now |
| 1054s | personally I don't think this is the |
| 1056s | most interesting data point because uh |
| 1060s | the the United States makes up 25 of our |
| 1063s | active player base so they just they |
| 1065s | always try and in every statistic where |
| 1067s | you look at countries but what is |
| 1069s | interesting is that the US was not |
| 1072s | always on top for two days like the |
| 1075s | first day Eve came out and the second |
| 1077s | day it came out the UK was number one |
| 1079s | even I'm a round of applause |
| 1083s | and perhaps more interestingly Iceland |
| 1086s | was number two |
| 1088s | for a day |
| 1089s | probably our greatest achievement after |
| 1091s | coming in second at the team handpol in |
| 1094s | the Beijing Olympics in 2008 |
| 1097s | and here you can see uh their trajectory |
| 1100s | what's happening |
| 1101s | it starts up slowly you can see Iceland |
| 1103s | trickling down the list |
| 1106s | but also a massive achievement we stayed |
| 1109s | in the top 20 up until |
| 1111s | 20078. lovely |
| 1114s | and then it just goes up pretty fast you |
| 1116s | can see the other countries kind of |
| 1117s | taken over |
| 1121s | and there you go now the top top 20 |
| 1124s | countries to me at least are not that |
| 1126s | interesting but the bottom 20. that's |
| 1129s | interesting shout out to the two users |
| 1132s | created in Saint Helena Ascension and |
| 1134s | Tristan tekuna |
| 1136s | I don't even barely know where there is |
| 1138s | but there you go |
| 1142s | um also very interesting about this is |
| 1144s | that Antarctica doesn't even make the |
| 1146s | bottom 20. |
| 1148s | 438 user accounts have been created in |
| 1151s | Antarctica |
| 1153s | uh uh which is crazy |
| 1157s | but what declarations uh the first |
| 1159s | formal formal word Declaration was |
| 1162s | declared on May 16th at seven o'clock in |
| 1165s | 2003. |
| 1167s | the there have been 732 000 Wars |
| 1170s | declared in total 208 of them are |
| 1173s | currently active and the longest |
| 1175s | standing war in Eve's history was |
| 1177s | between the bad garistas Corporation and |
| 1179s | the head hunters it was declared on May |
| 1182s | 23 2005 and retracted on February 13 |
| 1186s | 2019. |
| 1188s | which comes down to 13 years and 268 |
| 1192s | days |
| 1194s | yes sir |
| 1200s | now these are all the wars that have |
| 1202s | been declared to new online uh grouped |
| 1204s | by month and colored by year |
| 1205s | however these are all awards that |
| 1208s | included active kills |
| 1211s | so |
| 1213s | I don't know if you can really call them |
| 1214s | Wars but you know uh we didn't start |
| 1217s | linking Wars to PVP kills until 2011 so |
| 1221s | that's why you don't see anything before |
| 1222s | that time |
| 1223s | but this obviously is not a big part of |
| 1225s | the daily PVP activity only 589 kills on |
| 1229s | average per day are linked to Wars |
| 1231s | formally declared Wars that is Which is |
| 1234s | less than three percent of total daily |
| 1236s | PVP kills |
| 1239s | office rentals uh there are 69 currently |
| 1243s | active office rentals yes yes it's a |
| 1245s | great number great number |
| 1247s | that are 20 plus years old more |
| 1251s | interestingly 45 percent of these belong |
| 1254s | to the Playboy Enterprises of the Dark |
| 1256s | Taboo Alliance |
| 1259s | I couldn't make this up if I wanted to |
| 1262s | uh |
| 1265s | so yeah there are 122 000 roughly |
| 1268s | currently active office rentals |
| 1270s | the highest current office rental price |
| 1273s | is perhaps not surprisingly in GTA 4 4. |
| 1276s | at around 20 billion Ishq per month |
| 1280s | so uh if you want to impress the in-laws |
| 1283s | you know where to rent an office |
| 1286s | uh these are the top three stations by |
| 1289s | currently active office rental |
| 1290s | agreements |
| 1291s | the top three systems |
| 1294s | the top three corporations |
| 1296s | the top three alliances |
| 1299s | and the count by security band |
| 1302s | well there you go |
| 1304s | another huge number |
| 1307s | four billion roughly this time any any |
| 1309s | guesses |
| 1311s | kills yeah not a bad guess but no this |
| 1315s | is the total hours of cumulative log on |
| 1318s | time for every user account |
| 1320s | ever in Eve |
| 1324s | oh |
| 1325s | this comes down to 460 |
| 1328s | 000 years of log on time |
| 1332s | that is |
| 1333s | quite something give yourself a round of |
| 1336s | applause |
| 1339s | uh |
| 1341s | much smaller number but related to the |
| 1343s | one we saw earlier |
| 1346s | oh average I heard yes this is the |
| 1348s | average for every user can take all |
| 1351s | accounts their total uh log on duration |
| 1353s | and average it this might not seem like |
| 1355s | much but this is super high this |
| 1358s | includes every account that has no lock |
| 1360s | on time zero |
| 1361s | which there are some uh Believe It or |
| 1364s | Not of course your average everyone in |
| 1367s | this room in their accounts is a lot |
| 1369s | higher |
| 1370s | a lot |
| 1373s | again |
| 1374s | this is an average |
| 1377s | is or skewed so this is insanely High |
| 1383s | a very small number 18 any guesses |
| 1387s | per day no |
| 1392s | I was waiting for some obscenities while |
| 1395s | asking for suggestions on this but I'll |
| 1397s | give you a hint 18 420. |
| 1401s | 20 years maybe you know |
| 1406s | another hand two are here at FanFest |
| 1414s | I heard it |
| 1416s | I heard it in the audience |
| 1418s | 18 user accounts |
| 1420s | have been continuously subscribed |
| 1422s | without the day's break for more than 20 |
| 1425s | years and two of the account owners are |
| 1428s | at Pinterest |
| 1435s | and Karsten the fourth and 13th longest |
| 1439s | running Subs currently 20.4 and 20.3 |
| 1443s | years without a day's break |
| 1446s | well today like |
| 1448s | the poor people at like went on vacation |
| 1451s | for a few days they're not on the list |
| 1453s | because uh just no breaks and the |
| 1455s | special shelter to heavy hauler and also |
| 1458s | at Fan Fest uh he is at 19.8 years with |
| 1461s | the 21st sorry |
| 1464s | okay some error in the data apparently |
| 1467s | but you know |
| 1468s | but yeah here are the 18 subbed 420 Plus |
| 1472s | Round of Applause to these guys this is |
| 1474s | amazing |
| 1478s | are amazing |
| 1483s | 384 anybody familiar |
| 1486s | flyable ships any one line |
| 1488s | uh |
| 1490s | and here you have all of them |
| 1492s | bars indicating total quantity of active |
| 1495s | characters in a snapshot taken on |
| 1496s | September 9th last |
| 1498s | uh it's on a logarithmic scale so you |
| 1500s | better visualize the quantities |
| 1502s | otherwise it looks like this and you can |
| 1503s | barely see any differences between |
| 1505s | anything |
| 1507s | so again like active characters having a |
| 1510s | login Pro 30 days prior to the September |
| 1512s | 9th |
| 1513s | uh that's the total quantity in the bars |
| 1515s | and the coloring is an activity index |
| 1517s | It's a combination of activation shift |
| 1520s | activations on logon shift changed into |
| 1522s | events and gate jumps so the dark green |
| 1525s | much used ships dark orange barely no |
| 1529s | usage and white this somewhere in |
| 1530s | between and here you can see some |
| 1532s | examples |
| 1533s | hope you can read it |
| 1536s | I can see the letters are a little small |
| 1538s | now they were huge on my screen |
| 1540s | uh |
| 1542s | uh there you go you can see the Campion |
| 1543s | for instance at the at the lower right |
| 1545s | corner 12 items in total quantity of |
| 1548s | active characters no activations no |
| 1551s | changed into events and no kitchens |
| 1553s | perhaps not surprisingly |
| 1554s | uh here you can see a few interesting |
| 1557s | shapes now these uh there are kind of |
| 1560s | relatively a lot of but they're not used |
| 1562s | a lot relative to their neighbors so for |
| 1565s | instance you can see the miasmos quave |
| 1566s | ultra Edition there are thousands of |
| 1568s | those or 1000 sorry uh on active |
| 1572s | characters but no activation event on |
| 1574s | that day on September 9th so it's not |
| 1576s | used at all with a thousand active ships |
| 1579s | in use kind of |
| 1581s | uh while you can see the Bantam for |
| 1584s | instance It's relatively much used of |
| 1586s | course there are 2200 or 220 000 items |
| 1589s | but it's used more than its nearest |
| 1592s | Neighbors in terms of quantity |
| 1595s | here you can see the opposite so these |
| 1596s | are shapes that are kind of rare |
| 1599s | relative to their neighbors produce a |
| 1601s | lot |
| 1602s | if that makes sense so the Revenant for |
| 1604s | instance there are 110 of these for |
| 1606s | active players on September 9th but they |
| 1609s | still have 28 activations on lock on |
| 1613s | which is kind of high |
| 1615s | now these are the top tens for total |
| 1618s | quantity on active characters |
| 1622s | and these are the bottom 10. |
| 1625s | you see the Armageddon Imperial issue |
| 1627s | and the megathron Federation issue only |
| 1629s | one active uh shape on active characters |
| 1632s | on September 9th now these were not the |
| 1634s | only ships in evil line there are shapes |
| 1636s | that uh I wouldn't say are rarer than |
| 1638s | these but still you could maybe have a |
| 1641s | total item quantity within the game not |
| 1643s | just on active accounts that only goes |
| 1645s | down to one or two |
| 1646s | so there are some items laying on |
| 1648s | torment accounts but I thought it was |
| 1649s | more interesting to show you the active |
| 1650s | inventory |
| 1652s | now as you may have noticed the Venture |
| 1655s | top the list as the most uh or the |
| 1658s | highest quantity ship in the game for |
| 1659s | active accounts but it also takes the |
| 1662s | cake when you look at the entire history |
| 1664s | of item or inventory accounting all the |
| 1667s | way back to September 2013. if you take |
| 1670s | every day some month the entire |
| 1672s | inventory quantity for every day it |
| 1674s | comes out on top but this is not the |
| 1676s | only magic that it uh that it wins in |
| 1680s | it's also the highest in Market quantity |
| 1683s | all the way through history |
| 1685s | also the highest in stack quantity so |
| 1688s | like stacks and ships within them |
| 1690s | also the highest in Singleton quantity |
| 1692s | which meaning like non-stacked ships |
| 1695s | it's also the highest in shape |
| 1697s | activations on logon |
| 1699s | also the highest in shape changed into |
| 1701s | events |
| 1703s | and also highest in traded quantity |
| 1707s | however when it comes to traded value it |
| 1710s | falls off the list and is replaced by |
| 1712s | some Big Boys costing a little more |
| 1714s | Orca coming in at one |
| 1717s | now if you look at gate jumps the Estero |
| 1720s | is number one |
| 1721s | followed by The Venture |
| 1723s | and Tango |
| 1725s | ships produce the trusty rifter is |
| 1727s | number one all-time Productions of ships |
| 1731s | mind quantity the retriever |
| 1739s | apocalypse those people do people mine |
| 1741s | in this or |
| 1743s | someone ah |
| 1746s | characters distinct character count of |
| 1749s | characters using ships for PVE The Gila |
| 1752s | takes number one Ishita number two and |
| 1755s | they swap rolls when it comes to NPC |
| 1757s | kills in total |
| 1762s | and for PVE bounties earned the Ishtar |
| 1765s | stays and number one |
| 1768s | uh for but for player placed bounties |
| 1770s | earned uh the picture is very different |
| 1772s | the low-key text top one voltage follows |
| 1776s | LP earned from PvP kills The Thrasher is |
| 1779s | number one and then the Federation Navy |
| 1781s | comet |
| 1784s | total PVP Damage Done goes to the |
| 1786s | revelation |
| 1789s | so big soap ship |
| 1791s | uh but damage is not only important so |
| 1794s | is healing so uh for remote Hull |
| 1797s | repairing the archon is number one |
| 1801s | and remote armor repairing goes to the |
| 1803s | Nestor |
| 1805s | and remote Shield repairing goes to the |
| 1807s | scimitar |
| 1810s | for shift damage taken |
| 1813s | the Drake is number one |
| 1818s | that's a lot to carry |
| 1821s | uh |
| 1822s | but for shift that's ironically the |
| 1825s | Drake falls down into 13th Place and is |
| 1827s | replaced by The Catalyst I wonder why |
| 1830s | that ish |
| 1833s | uh |
| 1836s | for PVP kill assists the munin is number |
| 1838s | one Drake number two |
| 1840s | PVP final blows say press number one |
| 1844s | I preferred kills in total the Drake |
| 1847s | comes back on top so not only the most |
| 1850s | damage taken but also the most amount of |
| 1853s | kills collectively both assists and |
| 1855s | final blows |
| 1856s | ship is closed while flying in a ship |
| 1859s | goes to the Gila seconded by the tanku |
| 1863s | but most Ishq lost or is is gloss cost |
| 1867s | in PvP |
| 1869s | goes to the tornado all the way back to |
| 1871s | 2012. |
| 1873s | and to include it in one statistic the |
| 1876s | coolest looking shape in evil line I dug |
| 1879s | up the most Wormhole collapses cost goes |
| 1882s | to the megathron |
| 1887s | thank you |
| 1889s | but that's it for me there will be more |
| 1891s | data at Fan Fest we will have a booth in |
| 1894s | the tray top we'll be selling Concord |
| 1897s | capsule profiles customized Concord |
| 1899s | capsular profiles for uh for a little |
| 1901s | bit of money to support charity uh we |
| 1904s | will have a data panel today at 12 in |
| 1907s | the panel room on the second floor and |
| 1909s | we will have a live data AMA live data |
| 1913s | analytics with CCP lyric and CCP |
| 1914s | estimate tomorrow at 10 30 on the second |
| 1918s | stage do not miss that |
| 1920s | uh but that's it for me I have one video |
| 1923s | that I'm going to share in the end which |
| 1925s | I hope is fully self-explanatory if not |
| 1928s | you can try to find me the data Booth or |
| 1929s | around FanFest and ask me questions |
| 1931s | that's it thank you so much thank you |
| 1933s | for your attention enjoy FanFest |
| 1961s | thank you |
| 2011s | foreign |
| 2085s | foreign |