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Hexagon

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Joined: 2015-04-22

Posts: 1,213

[September 21 2015] Statistics from EE Analytics

This is processed stastics from EE Analytics. I'll be adding some more stats about worlds here soon. There is no guarantee over the data's validity. Unfortunately I cannot provide any stats on the lobby just yet. Reply if you'd like to see another stat.

I have a bit of an issue...

I have about a month of lobby data saved, at one second intervals. Unfortunately, I can't decode it (the decoder does not work.) I cannot access the lobby data. If you could help, send an issue or a pull request at https://github.com/Decagon/Lobbydb/blob … s#L140-143! If you don't know how to use GitHub, feel free to post here or send me a PM.

Data is from about April 9, 2015 to about yesterday (April 22, 2015.) About 130+ GB of uncompressed data has been collected since crawling started to now. About 2.5GB are collected per day, around 15,000events/min. Using gzip compression, a 10:1 compression ratio can be achieved. Using lzma, a ~100 or sometimes 10000:1 compression ratio can be achieved. Titles with (new!) in them use more data.

Network diagram

Image is a little big. The nodes are worlds, and the edges are users. The connections are users that joined the same world with another user who was in the same world that they were in at some point. Sample size of 2000 worlds. I'm going to do one with 47,000 soon.

Network diagram with 47,000 worlds
I can't really tell what's going on. This is super super super zoomed in.

Move events in Flappy Bird
I really like move events.

Click image for full 100% size.

The white dots represent where players were when they pressed an arrow key. What I find really interesting is that there are fewer and fewer events (the dots become lighter) as the level progresses, showing that not everyone continues (and quits part way.)

http://everybodyedits.com/games/PWe9WIzx_sbkI (~1.4 million move events).

How many worlds does the average player visit?

Average users/world: 1.224
Average worlds/user: 0.8168

Turnover rate: how many players joined the level (includes duplicates)
     65 PWLqSMdLutbUI
     37 PW7F0yGRKnbEI
     37 PW5Xvoo_2vbEI
     35 PWqPaXlIBXa0I
     33 PWAFw1ord4a0I
     32 PWwYocqKOGbUI
     31 PWNj1q4AUIb0I
     30 PWvtpg99SDbkI
     29 PWBqIT2xjrbkI
     28 PWmox6F7tCb0I

Users who join the most worlds (number represents amount of worlds joined):
   1057 xaddi
    820 gfdfgdfg
    581 virtualbase
    479 diamondking64
    466 edilight
    414 coinage
    382 happytazzy5
    382 axelek
    378 anael70
    376 mrgftgjsdfhu

Most kicked players (number is kicks in time period):
     46 diagel
     34 cartoonnetwork2
     33 bwithenza
     31 hertekab
     30 mcgringe
     30 kolfhe
     29 rageompr
     28 outflux
     28 helpentail
     27 sharkthega

Languages spoken:

Languages spoken (detailed):

en    82.51%
es    4.58%
pt    3.62%
pl    2.16%
gl    1.08%
nl    0.76%
ca    0.55%
oc    0.45%
fr    0.45%
af    0.35%
it    0.34%
tl    0.33%
sv    0.29%
eo    0.29%
la    0.28%
lmo    0.27%
an    0.27%
br    0.26%
sl    0.16%
pms    0.16%
da    0.15%
de    0.14%
sw    0.13%
et    0.12%
nn    0.11%
sh    0.10%
ro    0.10%

Sample size: ~100,000 messages (out of ~700,000 sample.) Messages had to be five words or longer. Duplicate messages were counted, and messages from bots. These are only the top languages; languages with fewer than 100 messages (before converting to percent) are not shown.

Lobby stats

World names (words)

Frequency in the left hand column. Only top shown.

929    code
638    boss
341    minigames
249    wip
209    art
201    br
184    polska
175    hotel
159    edit
144    crew

Sample size: 7287 world names. Duplicates included.

World names (actual titles)

Left hand number indicates frequency world appeared while crawling.

     38 EX Crew Rise of Zeal
     33 ESCAPE THE BLOCKS
     31 Tutorial #2
     26 Untitled World
     24 EX Crew Shift [Off]
     24 Deep Under
     22 The Square
     22 mundo br
     21 -=MINIGAMES=-
     21 lava boss [on]
     20 WIP
     20 MegaMan Dash
     20 Magic Coins Find...

Same sample size for previous world analysis.

Out of everything,

2153 were PW-type worlds (~85%)
18 were BW-type worlds (~0.7%)
350 were open worlds* (~14%)

* sometimes open world were not crawled. I don't know when. Only rooms that were deemed popular were crawled.

Out of a sample size of ~2500, these are the most popular used world sizes:

35.32% GREAT
21.88% MASSIVE
19.44% LARGE
8.6% HUGE
8.36% WIDE
4.92% SMALL
4.2% MEDIUM
3.4% MOONLARGE
1.72% ULTRAWIDE
1.36% TALL

Doesn't add up to 100% because I used the approximate amounts.

Mentioned usernames

Number on the left hand side means number of times mentioned.
    368 ninja*
    257 jak
    256 toop
    235 jawapa
    210 emma333
    199 noob*
    187 axelek
    186 supermegaextratare
    156 coinage
    149 nattasan
    140 nou
    138 ninjasupeatsninja
    132 jesse
    124 pandasz
    123 processor*
    110 master1
    107 sifter
     99 cristiantentu
     94 nvd
     91 kacpero2
     90 superknuckles
     84 sniper777
     83 samukle
     83 pewdiepieebro
     83 firecrackericebreak
     79 thanel
     74 smallats
     70 mustang*
     70 bee*
     69 presshigheridontmean
     68 goeyfun

* username is also a valid word (number might be inflated.) If you'd like to get an approximate percentage, it was out of a sample of ~100,000 messages.

Top ten most advertised worlds within chat:

Number of times mentioned, world link
     44 "http://everybodyedits.com/games/PWL6b4wW04b0I"
     14 "http://everybodyedits.com/games/PWwiitKi_qbUI"
     13 "http://everybodyedits.com/games/PWgnPuNGtubkI"
      9 "http://everybodyedits.com/games/PWeg78tDU2b0I"
      8 "http://everybodyedits.com/games/PWgnPuNGtubkI"
      8 "http://everybodyedits.com/games/PWfjFd3vNCbEI"
      7 "http://everybodyedits.com/games/PWYexQk6KObUI"
      7 "http://everybodyedits.com/games/PWmA85MaU-b0I"
      6 "http://everybodyedits.com/games/PWTf0K2jUbbkI"
      6 "http://everybodyedits.com/games/PWP8eDcuzabEI"

(note to self: enhanced data added on 24 April 2015 at 9:13)

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TiKen

Member

Joined: 2015-02-24

Posts: 298

Re: [September 21 2015] Statistics from EE Analytics

Most kicked players
Not going to post this unless I get permission by an admin/guardian

I would like to see that, please pretty please admin/guardians ! =P

Apart from that, stats could be useful to see the trends in world types for example.

mrjawapa

Corn Man 🌽

From: Ohio, USA

Joined: 2015-02-15

Posts: 5,840

Website

Re: [September 21 2015] Statistics from EE Analytics

I don't see where it would wrong to release it.

Would check with another staff member in case they have a different viewpoint though

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Hexagon

Member

Joined: 2015-04-22

Posts: 1,213

Re: [September 21 2015] Statistics from EE Analytics

Apart from that, stats could be useful to see the trends in world types for example.

Yeah I could try to do that. By world types do you mean like public worlds (beta and regular [PW/BW]) and open worlds?

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TiKen

Member

Joined: 2015-02-24

Posts: 298

Re: [September 21 2015] Statistics from EE Analytics

Apart from that, stats could be useful to see the trends in world types for example.

Yeah I could try to do that. By world types do you mean like public worlds (beta and regular [PW/BW]) and open worlds?

More something like "<X> <color> minigames" or "<thingy> Boss" or even Bot assisted level. Just looking at the title for key words should be more than enough at the beginning.

Hexagon

Member

Joined: 2015-04-22

Posts: 1,213

Re: [September 21 2015] Statistics from EE Analytics

More something like "<X> <color> minigames" or "<thingy> Boss" or even Bot assisted level. Just looking at the title for key words should be more than enough at the beginning.

Just added a section for that. Hope it helps. Thanks for your suggestion!

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TiKen

Member

Joined: 2015-02-24

Posts: 298

Re: [September 21 2015] Statistics from EE Analytics

Pretty nice ! However you should sort the language by decreasing percentage in the graph (and perhaps mention it) =P

Anch

Member

Joined: 2015-02-16

Posts: 5,447

Re: [September 21 2015] Statistics from EE Analytics

What about most mentioned player name in chat?

MIHB_casts_confuseplayer

Member

Joined: 2015-03-22

Posts: 137

Re: [September 21 2015] Statistics from EE Analytics

Interesting stuff.  You gonna do any network analysis?

Hexagon

Member

Joined: 2015-04-22

Posts: 1,213

Re: [September 21 2015] Statistics from EE Analytics

Pretty nice ! However you should sort the language by decreasing percentage in the graph (and perhaps mention it) =P

I did something sorta similar; I re made it based on much much more languages, and just skipped the chart and went for percentages.

Interesting stuff.  You gonna do any network analysis?

Network analysis like events/min or like data received per second?

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MIHB_casts_confuseplayer

Member

Joined: 2015-03-22

Posts: 137

Re: [September 21 2015] Statistics from EE Analytics

Network analysis like events/min or like data received per second?

Nah, like social network structure and behavior within those networks.

Hexagon

Member

Joined: 2015-04-22

Posts: 1,213

Re: [September 21 2015] Statistics from EE Analytics

Network analysis like events/min or like data received per second?

Nah, like social network structure and behavior within those networks.

That'd be really cool. It won't be super good because I don't have all of the usernames (and therefore can't get the profiles, and their friends) and so it would be limited. I'll give it a shot though!

Would really be cool to put this data on a map (because profiles have timezones in them.) If I got their IP addresses, I could place them on the map better, and then have friend connections between them on the map. That is a really good idea.

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BEE

Member

Joined: 2015-03-14

Posts: 1,679

Re: [September 21 2015] Statistics from EE Analytics

That's really neat! Thanks for sharing.

I'd be curious to see player names mentioned as well, but that seems more difficult because some player names are words You could do player names with ":" after it, but for short names like mine, many people don't tab the name to get the colon.

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Hexagon

Member

Joined: 2015-04-22

Posts: 1,213

Re: [September 21 2015] Statistics from EE Analytics

That's really neat! Thanks for sharing.

I'd be curious to see player names mentioned as well, but that seems more difficult because some player names are words You could do player names with ":" after it, but for short names like mine, many people don't tab the name to get the colon.

What about most mentioned player name in chat?

I actually did something interesting and got ~11,000 usernames, which is sorta enough. I added another section with the username-mentioned-amount thingy.

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BEE

Member

Joined: 2015-03-14

Posts: 1,679

Re: [September 21 2015] Statistics from EE Analytics

Ooh ohh!!!

Please tell me how many times people said "nub" or "nublet"!

This is so awesome

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Hexagon

Member

Joined: 2015-04-22

Posts: 1,213

Re: [September 21 2015] Statistics from EE Analytics

Ooh ohh!!!

Please tell me how many times people said "nub" or "nublet"!

This is so awesome

I'm working on getting individual users to which what they said, but right now I have number of messages that contain the following:

Messages, word
1154 nub
3249 noob
16 nublet

Users who are called nubs or noobs the most common (top is the highest):

ZACKYO
processor
GABY05
pythonpythonpython
firecrackericebreak
dadito
stagecrew
SETUN
QUITIN
mochonoob

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Anch

Member

Joined: 2015-02-16

Posts: 5,447

Re: [September 21 2015] Statistics from EE Analytics

Ooh ohh!!!

Please tell me how many times people said "nub" or "nublet"!

This is so awesome

I'm working on getting individual users to which what they said, but right now I have number of messages that contain the following:

Messages, word
1154 nub
3249 noob
16 nublet

Users who are called nubs or noobs the most common (top is the highest):

ZACKYO
processor
GABY05
pythonpythonpython
firecrackericebreak
dadito
stagecrew
SETUN
QUITIN
mochonoob

Processor?
Stagecrew?
Tsk tsk tsk...

Blindz0r

Member

From: United States

Joined: 2015-03-16

Posts: 348

Re: [September 21 2015] Statistics from EE Analytics

Let's see how many times people have said "EX Crew" lmao.

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Xfrogman43

Member

From: need to find a new home

Joined: 2015-02-15

Posts: 4,174

Re: [September 21 2015] Statistics from EE Analytics

Processor confirmed nub, noob, and nublet.

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thanks zoey aaaaaaaaaaaand thanks latif for the avatar

Hexagon

Member

Joined: 2015-04-22

Posts: 1,213

Re: [September 21 2015] Statistics from EE Analytics

Let's see how many times people have said "EX Crew" lmao.

Well, 315 times (case insensitive, in that time period.)

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By doing this, I just found out that I was going case-sensitive searches the whole time. Hope it doesn't mess up anything else

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BEE

Member

Joined: 2015-03-14

Posts: 1,679

Re: [September 21 2015] Statistics from EE Analytics

Nublet is only 16 times??

Man I need to start saying it more.

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Hexagon

Member

Joined: 2015-04-22

Posts: 1,213

Re: [September 21 2015] Statistics from EE Analytics

Nublet is only 16 times??

Man I need to start saying it more.

17 if you count one occurrence of "nooblet." I'm working off a really small amount of data that I have; unless I figure out a way to make the program faster it might take a super long time if I use all of the data (but I would get much better results.)

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Grilyon2

Member

From: Chile

Joined: 2015-02-15

Posts: 374

Re: [September 21 2015] Statistics from EE Analytics

Frequency in the left hand column. Only top shown.
929    code
638    boss
341    minigames
249    wip
209    art
201    br
184    polska
175    hotel
159    edit
144    crew
???    espanoles

Hexagon

Member

Joined: 2015-04-22

Posts: 1,213

Re: [September 21 2015] Statistics from EE Analytics

Frequency in the left hand column. Only top shown.
929    code
638    boss
341    minigames
249    wip
209    art
201    br
184    polska
175    hotel
159    edit
144    crew
???    espanoles

"espanole" and "espanoles" were compromised of 118 world names, counting duplicates, case insensitive.

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BEE

Member

Joined: 2015-03-14

Posts: 1,679

Re: [September 21 2015] Statistics from EE Analytics

Psh "nooblet" isn't a word I use. Nublet all the way.

Again this is really neat. I wonder how the data would change over time. For example, from April 22 - May 8 compared or something.

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