I'm battling some floating point problems in Pandas read_csv function. In my investigation, I found this: In [15]: a = 5.9975 In [16]: a Out[16]: 5.9975 In [17]: np.float64(a) Out[17]: 5.9974999999999996 Why is builtin float of Python and the np.float64 type from Python giving different results? I thought they were both C++ doubles? Continue reading...