Hi,
I define multi List in a line such as this:
    smoke= exercise  = cholesterol = angina = stroke = attack = [0] * 2
and This work bad!
if I define later line such this, problem has been solve:
    smoke=[0]*2
    exercise  = [0]*2
    cholesterol = [0]*2
    angina = [0]*2
    stroke = [0]*2

I just change this line in my project but result changed!

Is this a bug?

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notice to "Smoke" change in follow,
"Smoke" changed from [0, 1] to [0 ,6] in a one state, for what??!!

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out put before change:

> $ python3.5 ./my.py
smoke=  [0, 0]
                      before income: [0, 0, 0, 0, 0, 0, 0, 0]
income[ 5 ] += 1       after income: [0, 0, 0, 0, 0, 1, 0, 0]
                      before smoke: [0, 0]
2
smoke[ 1 ] += 1       after smoke: [0, 1]
stop in step
                      before income: [0, 0, 0, 0, 0, 1, 0, 0]
income[ 1 ] += 1       after income: [0, 1, 0, 0, 0, 1, 0, 0]
                      before smoke: [0, 6]
2
smoke[ 1 ] += 1       after smoke: [0, 7]
stop in step
                      before income: [0, 1, 0, 0, 0, 1, 0, 0]
income[ 5 ] += 1       after income: [0, 1, 0, 0, 0, 2, 0, 0]
                      before smoke: [2, 10]
1
smoke[ 0 ] += 1       after smoke: [3, 10]
stop in step       

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out put after change:
>$ python3.5 my1.py 
smoke=  [0, 0]
                      before income: [0, 0, 0, 0, 0, 0, 0, 0]
income[ 5 ] += 1       after income: [0, 0, 0, 0, 0, 1, 0, 0]
                      before smoke: [0, 0]
2
smoke[ 1 ] += 1       after smoke: [0, 1]
stop in step
                      before income: [0, 0, 0, 0, 0, 1, 0, 0]
income[ 1 ] += 1       after income: [0, 1, 0, 0, 0, 1, 0, 0]
                      before smoke: [0, 1]
2
smoke[ 1 ] += 1       after smoke: [0, 2]
stop in step
                      before income: [0, 1, 0, 0, 0, 1, 0, 0]
income[ 5 ] += 1       after income: [0, 1, 0, 0, 0, 2, 0, 0]
                      before smoke: [0, 2]
1
smoke[ 0 ] += 1       after smoke: [1, 2]
stop in step

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:/

Thanks

I haven’t looked at your code, but I think you may have misunderstood how variable assignments work in Python. See <https://docs.python.org/3.5/faq/programming.html#why-did-changing-list-y-also-change-list-x>.

When you assign an object such as [0, 0] to a variable name, the name is “bound” to the object. When you assign to a second name, the second name is bound to exactly the same object. When you alter the object through one name, the change is visible from any of the bound names.

Closing this, but let me know if I got it wrong.

Thank for attention,but see this:

>>> x=y=[]
>>> x=y=[0]*3
>>> x
[0, 0, 0]
>>> y
[0, 0, 0]
>>> y=[0, 1, 1]
>>> x
[0, 0, 0]
>>> y
[0, 1, 1]
>>> y[1]+=1
>>> y
[0, 2, 1]
>>> x
[0, 0, 0]
>>> x[0]+=5
>>> x
[5, 0, 0]
>>> y
[0, 2, 1]

then must my code work and there is another problem :/

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notice: I don't write like this: 
>>> x=[]
>>> y=x

In your last example, after x=y=[], you reassign a new list to y, so x and y are different. In your my.py, you are altering the same list. Please read the link Martin gives.

OK,
I found My problem, 
Thank so much,

There is any way to define them shortly??