I am trying to find the best strategy to produce a 1D time based plot with labels. It currently looks like this:
The problem is there is spans of time where very little happens, and others with high density.
What I would like to achieve is to distort the time axis so that in the dense areas the labels are spaced apart to avoid overlap. Alternatively, I could imagine to show the actual data points without axis distortion, but distribute the labels so that they do not overlap.
EDIT: This is my attempt to clean up the mess manually, to get an idea of which output I would like to have:
You might experiment with some combination of pan and zoom using setDomainPannable() and setMouseWheelEnabled(), seen here and here. Right-click to see the context menu and control-click to pan (option-click on Mac OS X).
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Practising D3.js with a simple graph : GDP x Population
The first 3 dots from right to left are China, India and USA
Problem1
The huge population of China and India make the xScale look weird, any suggestion for this kind of issue ?
Problem2
the circles on bottom left are overlapping and look like a mess,
is there anything I can do with it or am I simply using the wrong graph ? Thanks
Initial
Added a zoom on x-axis, better but overlapping problem still exists
x-axis Zoomed
Some of it is the nature of the data. This is why you'll often see reports based on x per 100k people vs x per total population. It levels the playing field. You could also look at the different D3 scales. I assume this was made with the Linear scale. However, D3 comes natively with several more that might help with the appearance.
Check out the scales here.
You can also use some third-party scales such as made available by the Simple Statistics plugin or from other authors. Here's a nice article on scales.
Second, plot charts are made for showing where statistics group. So overlapping is kind of the point.
Similar to the game Factorio im trying to create "3D" terrain but of course in 2D Factorio seems to do this very well, creating terrain that looks like this
Where you can see edges of terrain and its very clearly curved. In my own 2D game Ive been trying to think of how to do the same thing, but all the ways I can think of seem to be slow or CPU intensive. Currently my terrain looks like this:
Simply 2D quads textured and drawn on screen, each quad is 16x16 (except the water thats technically a background but its not important now), How could I even begin to change my terrain to look more like a Factorio or other "2.5D" games, do they simply use different textures and check where the tile would be relative to other tiles? Or do they take a different approach?
Thanks in advance for your help!
I am a Factorio dev but I have not done this, so I can only tell you what I know generally.
There is a basic way to do it and then there are optional improvements.
Either way you will need two things
Set of textures for every situation you want to handle
Set of rules "local topology -> texture"
So you have your 2d tile map, and you move a window across it and whenever it matches a pattern, you apply an appropriate texture.
You probably wouldn't want to do that on the run in every tick, but rather calculate it all when you generate the map (or map segment - Factorio generates new areas when needed).
I will be using your picture and my imba ms paint skills to demonstrate.
This is an example of such rule. Green is land, blue is water, grey is "I don't care".
In reality you will need a lot of such rules to cover all cases (100+ I believe).
In your case, this rule would apply at the two highlighted spots.
This is all you need to have a working generator.
There is one decision that you need to make here. As you can see, the shoreline runs inside the tile, not between tiles. So you need to chose whether it will run through the last land tile, or the last water tile. The picture can therefore be a result of these two maps (my template example would be from the left one):
Both choices are ok. In fact, Factorio switched from the "shoreline on land" on the left to the "shoreline on water" on the right quite recently. Just keep in mind that you will need to adjust the walking/pathfinding to account for this.
Now note that the two areas matched by the one pattern in the example look different. This can be a result of two possible improvements that make the result nicer.
First is that for one case you can have more different textures and pick a random one. You will need to keep that choice in the game save so that it looks the same after load.
Another one is more advanced. While the basic algorithm can already give you pretty good results, there are things it can't do.
You can use larger templates and larger textures that span over several tiles. That way you can draw larger compact pieces of the terrain without being limited by the fact that all the tiles need to be connectable to all (valid) others.
The example you provided are still 2D textures (technically). But since the textures themselves are 'fancy 3D', they appear to be 3D/2D angled.
So your best bet would be to upgrade your textures. (and add shadow to entities for extra depth).
Edit:
The edges you asked about are probably layed-out by checking if a 'tile' is an edge, and if so it adds an edge-texture on top the background. While the actual tile itself is also a flat image (just like the water). Add some shadow afterwards and the 3D illusion is complete.
I hope this answers your question, otherwise feel free to ask clarification.
I am making a game similar to Risk and struggling to find a way to implement the interaction with countries.
The basic idea is to create custom objects that are not rectangular and be able to change their colour by clicking them, highlight them with mouseover, or as the game progresses.
How would I go about having highlight-able countries that can be selected? The problem with sprites is their bounding boxes are rectangular, and if I define Box2D vertices and make polygons it gets really messy. Also, there are a lot of countries so a lot of the platformer style solutions don't fit.
How should I also change the colours of what is selected? Would it be best to have an individual sprite for every country and keep switching between them or is there a better way?
One way is to use polygons like you tried but I wonder why and what you mean it got messy. There are tools out there that let you draw vertices over a image and let you export that. You probably need to clean up the data a bit and import it into your app. It's also not very hard to make such an app yourself, have it import your image and start drawing and export to your favorite format. The more detailed you draw your polygons the more detail you get in your.
Perhaps an easier solution would be to use the opacity of each image of a country. Each country gets it's own image and you need to overlap the bounding rectangles to line them all up. When your mouse is hovering over one or more of these bounding boxes you check if the mouse is over a transparent pixel. If it is transparent you are obviously not hovering over the actual country. Some things to consider:
I would create the game in a pixel perfect manner so each pixel of your images is translated to a single pixel of the screen your outputting to.
To align your whole map I would create one big world map in your drawing application. Then save each country but remain the canvas size of the complete map. When packing these images with the LibGDX TexturePacker remove the whitespace (transparent pixels) and you will get an offset in your atlas. You can use this offset for each country to line them up and save precious texture space by removing all that whitespace.
Always check for a simple collision first before diving in deeper.
If you want to have "hover" functionality then don't do pixmap = texture.getTextureData().consumePixmap() each update since it's rather expensive. You might be better off creating your own 2D boolean array that represents the clickable area when you initialize the country object.
I have an app where the user is given plenty of options, and depending on user selection anything from 1 up to 20 scatter plots will be displayed dynamically in the same scatter chart.
I want to add a checkbox to show best fits for each of these samples, same color as the original scatter points, but then using lines.
Even though I like the answer provided here, it solves the problem "statically", i.e. for small and fix number of series.
Is there a way to automate this solution for a large and dynamically changing number of series?
I'd rather not use superimposed charts and setting transparency, unless I really have to.
As you pointed out about this here , if you want to create a Scatter chart with line regression ( linear or polynomial ) have a look to my own implementation of a Multi-Axis-Scatter-Chart maybe you will take some ideas about your problem. I am not sure about what you need cause do be honest I didn't understand your question at 100%. I hope my own implementation might help you somehow.
For my internship on Brain-Computer Interfacing I need to generate some very fast flickering squares on a CRT monitor (flickering = alternating between two colors). The monitor's refresh rate is 85Hz and we would like this to be the bottleneck, which means that repainting all squares can take at most 1000/85 = 11ms.
My language of preference for GUI/graphics programming is Java, so I tried making a prototype with AWT, because it's synchronous (unlike Swing). I now seem to have two problems: the first is that time measurements show that the repainting of even 9 squares simply takes too long. My algorithm takes the desired frequency and calculates the times at which the system should repaint in advance and then uses a loop (with no sleep/wait delay) that checks everytime if the next 'time' was reached and if so, loops through all the squares to repaint them. The way I implemented it now is that the squares are Panels with background color A and are contained in another Panel with background color B and the flickering happens because the Panels' visibility is changed. I figured that this would be faster than one Panel that has to draw Rectangles all the time.
I don't have a decent profiling tool (can't get Eclipse TPTP or NetBeans profiler to work) so I can't be sure, but I have the feeling that the bottleneck is actually not in the repainting, but in the looping (with conditional checking etc.). Can you recommend anything about what I should do?
The second problem is that it seems like the squares are rendered top-to-bottom. It's like they unroll really fast, but still visibly. This is unacceptable. What I'm wondering though, is what causes this. Is it Java/AWT, or Windows, or just me writing a slow algorithm?
Can you recommend some things for me to try? I prefer to use Java, but I will use C (or something) if I must.
I would avoid any kind of high-level "components", like JPanels and the like. Try getting a Graphics2D representing the window's contents, and use its fillRect() method.
Failing that, you could probably do this easy enough in C and OpenGL. rasonly.c is a standard template program that sets up OpenGL to work as a "rasterizer" only, i.e. 2D mode. Using this as a starting point, you should be able to get something running that draws your desired "squares" without too much trouble.
You don't describe your desired scene very well, it sounds from that equation as if you want to draw 100 squares, each having a different color. For maximum performance in OpenGL, you should draw all squares of the same color together, to minimize the "state changes" between drawing calls. This is probably a purely theoretical point though, as drawing 100 2D squares at 85 Hz really shouldn't tax OpenGL.
UPDATE: Oh, so it's been a bunch of years, and nowadays you probably need to take the above with a grain of salt and read some modern tutorial. Things have changed. Look up the Vulkan API.
(I remember a demonstration of this using the BBC micro and palette switching, though that would be 50fps rather than 85, as it was a British domestic TV)
I'd switch to jogl and use display lists. They get very high fps rates in Java.