it's carbon dioxide if you want oxygen you want electrolysis.
that or get your self some mercury.
You heat the mercury in air and it turns to a red power you then leave it to cool place it in (aghh i forget the name of the apparatus quite famous) basically a bottle (glass) with a tube leading from the to down to a bucket of water with an upside down beaker covering the tube (under the water and filled with water to catch the bubbles) then reheat your red powder in the bottle catch the bubbles in the beaker then you have a beaker full of pure O2 and your nice silver mercury back you can repeat t as many times as you like.
Of course i wouldn't recommend doing this do to the very toxic nature of mercury and it's vapor especially hen heating.
Electrolysis is far better.
Out of curiosity why are you dipping your bicarb in water when you get much more foam + gas and quicker if you dip it in vinegar?
Howw old are you, did you sit year 6 in primary school it's when you should have covered all this.
Oh and if you want to see what it's like if you did breath them in, go get an empty 2 litter lemonade bottle then stick your mouth on the end (the open one) and breath in then out so your only breathing whats in the bottle, try and do it for a minute