Water quality problems are a common cause of death & disease in fish. Though the fish are dead now, if there was a particular reason for it its important not to repeat the same mistake when buying new fish. Fishes tolerance of water quality problems varies from fish to fish.
Pet shop aquariums are also often rife with fish disease's & parasites as many LFS aquariums are run off the same filtration system, and with fish arriving stressed & hungry every week and then put into overstocked tanks, diseases & parasites can spread like wildfire.
When putting them in the holding tank, how large was it and was it filtered? Even quarentine tanks need to be cycled (put through the process of the nitrogen cycle) as as soon as you put fish in it (ammonia source) this will trigger the nitrogen cycle, causing very unstable water quality which can finish the fish off. And even though the tank is only a quarentine tank and not a permanent home, it still needs to be a certain size.
Another thing is that the fish may have already been sick to begin with. When choosing fish you should look out for these symptoms;
Underweight or concaved belly- sign of internal parasites/bacteria.
Red/inflamed gills - sign of gill flukes
White sand sized spots- whitespot/ich parasite
Dusty gold covering on fish- velvet parasite
White stringy looking poop- sign of internal bacterial or parasite infection
Hanging around the surface a lot, rapid breathing- sign of gill flukes
White/grey slimey or slight fluffy patches on fish (particularly on the "saddle" area of the fish)- bacterial columnaris infection
White fiberous fluffy growths- fish fungus
Bent spine/warped body- fish TB
Random patches of colour missing from fish or warped body etc- neon tetra disease (not exclusive to neon tetras btw)
Red bloody streaks or patches on fish (whether on fins or body)- septicemia/internal bacterial infection
Tattered, eroded or nipped looking fins- finrot
Lethargic behavior- internal bacterial infection or begging of another infection
Inflamed/red anus- internal parasites
Etc.
Pre-research is very important not only so you know how to look after your fish properly (and more importantly that you have the means to look after them properly) but also so you can familiarise yourself with what a healthy specimen of the fish in question should look & behave like
![Smile :) :)](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)
. Fish don't die for no reason at all, there is a reason for everything, so figuring out the likely cause of death is still important for preventing future mistakes etc
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