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Dev Diary - Telemetry and data

Hello there, the time has come to do a fun dive into what you've been playing the game as a community. So over this diary we are going to look into some of the trends and statistics we seen from our telemetry and see how we use it to gain insights in current player trends when working on HOI4. The wonderful data team have been working to get us all the information we wanted and I hope you enjoy seeing some of their great work. As a forward point, as with any data collection we do not store any personal information or anything that can used to identify players in accordance with GDPR. So first of we will start with something fun, can you guess what this graph is telling us.
If you guessed this was us spotting the continuous naval production focus exploit being discovered you get a gold star, although it seems some of you are still very much into using the focus. With telemetry we can work to understand our players by seeing how you play and this lets us form an experience players will enjoy. we see this in many ways, for example we can see by player difficulty settings players really shy away from the harder difficulties.
We can also see how players are reacting to new content, here we can see the soviet union and Poland grow and maintain solid new highs in terms of sessions played. Germany still remains you favourite major to play, and for those of you that like playing minors the PRC seems to be the country to go for.
Now lets get into some more specific game related data, player play behaviours are something that always interesting to know. You might think you know what most players are doing from discussions on various discussion platforms, streams and videos, however what's even better is knowing for sure what the meta and average player does. For example many people really need to check their infantry equipment stockpile late game
Seriously players really enjoy making infantry equipment 3
Alright that's allot of graphs, and we know graphs are not how we get views, so lets take tried and trusted top 5's for spin. We will start with rapid fire round of nukes so. Top 5 target nations:

  • Germany
  • Soviet union
  • Japan
  • USA
  • England
Top 10 Target provinces:
  • Tokyo
  • London
  • Berlin
  • Hiroshima
  • Moscow
  • Nagasaki
  • Washington
  • Osaka
  • Nagoya
  • Paris
Top 5 countries nuking:
  • Germany
  • Soviet union
  • USA
  • England
  • Italy
As we can see players are really not very imaginative with their nuke targets or they share a strange wish to nuke all the same places. Please also let me know why you really like nuking Paris in the comment below. We can now take a trip over to something newer, its that new shiny toy the tank designer. I must say if there was a meta with tank design someone forgot to tell players because the only consistent design trend has been making cheap flame tanks. So here we have your favourite modules for each category over the last month
How about your favorite Tank role designs, featuring some monster MBT design that players love.
You guys also have some erm "interesting" collective opinions when it comes to amphibious tanks.
We have also see that about 10% of you and only about 4% of total designs are made with auto design, this is something that reinforces our desire to improve this element of the designers.
Alright lets get into some more gritty details. first off we have been seeing how player designs have been changing since release in response to changes in patches and the design meta developing.


Next up lets see how you've been using those handy preferred tactics, it neck and neck over what players think is the best one for the army.
But you have a clear favourite for generals.
But what about all those new focus trees, well lets take a look at how you traverse focus trees. here we look at what exclusive choices you are making when playing with the new focus trees. As a community players will always trend toward the path that lets them expand and be independent so most of the breakdowns are as expected. however its also very useful to know what specific choices players make within these paths.





Construction now, when to switch to MIL's from CIV's is always an topic for debate. as we can see though the change happens on average quite early with the first year averaging at 13.17 CIV's built. This is consistent over most majors outside SOV, with many being much more extreme than the average.
Additionally you always need more railways and infrastructure.
Finally I'll bring us to Division meta. this might be surprising but meta divisions while definitely popular, are not as ubiquitous as online discussion would have you believe.
As you can see we have the usual suspects of the 10-0's, 7-2's and 14-4's but they are nowhere near dominant in the average game. The situation becomes even less unified once we take support companies into account
That wraps it up for this Dev Diary, If you have anything specific you're interested in from this brief overview let me know and maybe we can do a deep dive in future.

For the full diary and discussion click here



[ 2022-02-23 14:07:34 CET ] [ Original post ]

Hearts of Iron IV
Paradox Development Studios Developer
Paradox Interactive Publisher
2016-06-06 Release
GameBillet: 33.97 €
Game News Posts: 476
🎹🖱️Keyboard + Mouse
Very Positive (230270 reviews)
The Game includes VR Support
Public Linux Depots:
  • Hearts of Iron IV Linux [135.44 M]
Available DLCs:
  • Hearts of Iron IV: Sabaton Soundtrack
  • Hearts of Iron IV: Together for Victory
  • Hearts of Iron IV: Death or Dishonor
  • Hearts of Iron IV: Sabaton Soundtrack Vol. 2
  • Hearts of Iron IV: Waking the Tiger
  • Hearts of Iron IV: Man the Guns
  • Unit Pack - Hearts of Iron IV: Axis Armor
  • Music - Hearts of Iron IV: Radio Pack
  • Hearts of Iron IV: La Résistance
  • Unit Pack - Hearts of Iron IV: Allied Armor
  • Music - Hearts of Iron IV: Allied Speeches Pack
  • Country Pack - Hearts of Iron IV: Battle for the Bosporus
  • Unit Pack - Hearts of Iron IV: Eastern Front Planes
  • Music - Hearts of Iron IV: Songs of the Eastern Front
  • Hearts of Iron IV: No Step Back
  • Hearts of Iron IV - DLC Subscription
  • Hearts of Iron IV: By Blood Alone
  • Hearts of Iron IV: Arms Against Tyranny
  • Country Pack - Hearts of Iron IV: Trial of Allegiance
  • Hearts of Iron IV: Content Creator Pack - Soviet Union 2D
  • Expansion - Hearts of Iron IV: Götterdämmerung
  • Hearts of Iron IV: Expansion Pass 1
  • Expansion pass 1 Bonus - Hearts of Iron IV: Supporter Pack
  • Expansion Pass 1 Bonus - Hearts of Iron IV: Ride of the Valkyries Music
Victory is at your fingertips! Your ability to lead your nation is your supreme weapon, the strategy game Hearts of Iron IV lets you take command of any nation in World War II; the most engaging conflict in world history.

From the heart of the battlefield to the command center, you will guide your nation to glory and wage war, negotiate or invade. You hold the power to tip the very balance of WWII.

It is time to show your ability as the greatest military leader in the world. Will you relive or change history? Will you change the fate of the world by achieving victory at all costs?

Main Features:
  • Total strategic war: War is not only won on land, sea and in the air. It’s also achieved in the hearts and minds of men and women.
  • Authentic real-time war simulation: Let the greatest commanders of WW2 fight your war with the tools of the time; tanks, planes, ships, guns and newly discovered weapons of mass destruction.
  • Assume control of any nation: Choose from the greatest powers striving for victory, or the small nations trying to weather the storm.
  • Turn the world into your battlefield: Experience the full WWII timespan in a topographical map complete with seasons, weather and terrain. Snow, mud, storms can be both your strong ally and a ruthless enemy.
  • Negotiate or force your will: Experience the advanced politics and diplomacy systems, form factions, engage in trade for resources and appoint ministers to your party.
  • Intense Online Combat: Battle in both competitive and cooperative multiplayer for up to 32 players. Featuring cross-platform multiplayer.
  • Give your nation a unique edge: Experience the flexible technology system, where all major powers get their own unique identity. Develop detailed historic tanks and planes through research and army experience.

Everyone will receive:
  • Poland: United and Ready:
    A Free DLC adds a unique focus tree for Poland, new 3d models for tanks and planes, 2d assets, and extra leader portraits for the ultimate in historical accuracy.
  • Forum Avatar
  • Wallpaper

MINIMAL SETUP
  • OS: OS: Ubuntu 20.04
  • Processor: Intel Core 2 Quad Q9400 @ 2.66 GHz / AMD Athlon II X4 650 @ 3.20 GHzMemory: 4 GB RAM
  • Memory: 4 GB RAM
  • Graphics: ATI Radeon HD 5850 or NVIDIA GeForce GTX470 with 1GB VRAM / Latest available proprietary drivers from both manufacturers
  • Storage: 2 GB available spaceAdditional Notes: Controller support: 3-button mouse. keyboard. and speakers are required. / Internet Connection or LAN for multiplayer. Up to 32 other players in multiplayer mode.
RECOMMENDED SETUP
  • OS: OS: Ubuntu 20.04
  • Processor: Intel Core i5 750 @ 2.66 GHz / AMD Phenom II X4 955 @ 3.20 GHzMemory: 4 GB RAM
  • Memory: 4 GB RAM
  • Graphics: ATI Radeon HD 6950 or NVIDIA GeForce GTX570 with 2GB VRAM / Latest available proprietary drivers from both manufacturers
  • Storage: 2 GB available spaceAdditional Notes: Controller support: 3-button mouse. keyboard. and speakers are required. / Internet Connection or LAN for multiplayer. Up to 32 other players in multiplayer mode.
GAMEBILLET

[ 6115 ]

16.59$ (17%)
3.00$ (85%)
11.89$ (60%)
25.49$ (15%)
27.88$ (20%)
16.97$ (15%)
8.69$ (13%)
3.30$ (83%)
14.44$ (15%)
12.80$ (79%)
3.39$ (83%)
6.71$ (78%)
8.39$ (16%)
16.96$ (15%)
25.19$ (16%)
12.85$ (57%)
20.72$ (17%)
8.27$ (17%)
5.71$ (62%)
1.23$ (88%)
16.97$ (15%)
11.89$ (15%)
7.63$ (85%)
1.64$ (18%)
8.54$ (79%)
16.79$ (16%)
2.29$ (92%)
16.59$ (17%)
5.00$ (50%)
3.58$ (76%)
GAMERSGATE

[ 1862 ]

7.49$ (25%)
21.24$ (15%)
17.49$ (30%)
17.99$ (28%)
3.6$ (80%)
2.1$ (70%)
4.04$ (33%)
23.99$ (40%)
6.96$ (83%)
6.53$ (74%)
2.4$ (70%)
9.0$ (70%)
10.49$ (65%)
9.99$ (50%)
0.83$ (92%)
4.4$ (80%)
0.84$ (58%)
8.7$ (65%)
0.8$ (90%)
2.0$ (90%)
6.0$ (70%)
4.25$ (79%)
1.28$ (91%)
0.87$ (91%)
0.74$ (91%)
5.85$ (55%)
8.99$ (55%)
11.24$ (55%)
10.79$ (28%)
17.49$ (30%)

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