Interpretation of the graph of accelerometer
Check the orientation of your accelerometer because what the graph is saying is that your accelerometer is position in such a way that your Z-axis is parallel to direction of gravitiy. In other words that fact that your z axis is always around just means that your are measuring the acceleration due to gravity caused by Earth.