"In average people walk 2.08Km per egg. We walk 45.75Km per 10Km egg. Here is what I found..."

#PokemonGO: If you haven't, please fill our 1-minute survey.I just want to share the numbers I have gotten so far. As more data pours in, I'll do more in depth analysis. For now here is a sneek peek at the answers:Km Average Per Egg (KAPE).The average player that answered the survey walked 2.08Km per egg hatched, but there is a large difference between hatching strategies: KAPE GraphImgur LinkHere is a summary:StrategyKAPESTDEVUse blue incubators for 10Km eggs exclusively.3.270.467Use blue incubators for 5Km and 10Km exclusively1.930.967Use blue incubators for all eggs2.191.35Constantly incubating all 9 eggs.0.690.087Other2.071.074Other interesting data:Minimum KAPE: 0.578 Km per eggMaximum KAPE: 4.196 Km per eggMaximum Kms: 1088KmMaximum Hatched eggs: 1235 eggsUsing blue incubators for 5Km and 10Km exclusively.As you can see above, for people that use blue incubators in 5Kms and 10kms, there is a large divide (stdev: 1.35). This is because buying eggs makes a huge difference under that strategy: KAPE for blue incubators in 5km and 10km Imgur LinkThe data suggest that there is two trends within those players that use blue incubators in 5Km and 10Km eggs. I summarise it bellow:KAPESTDEVBought less or equal to 10 incubators2.890.63Bought more than 10 incubators1.150.41Buying incubatorsBuying incubators seems to lower the KAPE with diminishing returns: store bought incubators vs. KAPEImgur LinkWalkingThere data also suggest a correlation between XP and Km walked, which is to be expected: Km walked vs Level Imgur linkI'll soon get around doing the correlation directly with XP, but for now you get the relation to Level :).10km Eggs!!!10Km eggs seem to be 6.36% of what people get. This is in line with other studies. Some people have also been complaining of 10km shortage lately. I wonder if the percentage is dropping...10Km eggs vs. all eggs hatchedHere is a summary for 10Km eggs:STDEVPercentage of 10Km (over all eggs hatched)6.36%2.63Average Km walked per egg45.7527.28What people think:This are some of the things players say about their hatching experience:"Damn RNG !!""I'll pick 2km over 5km to incubate then 10k over anything else. ""Have not tracked incubator use or number of 10 km eggs.""Decent""Great 10 km eggs, always ratatas or nidorans in 5's and 2's.""10km eggs are really rare these days""I have only gotten two 10Km eggs ever while my friend got 4 in the past week""Trash!!""Only hatched one 100% iv.""So many Pinsirs. Got 10 Pikachus""Yeah, we need more 10km eggs""I have a pink anus""not one single Lapras yet""I feel like I hatch an egg a day but am having the hardest time getting any 10k's. ""Haven't got any 10k in 2months then got 2 in a row just after I cleared every incubators I got from leveling up..."I plan to dig a little more into the data, but it would be very helpful to get more inputs!! via /r/TheSilphRoad http://ift.tt/2eytipZ