Alkanes and alkenes are made up of hydrogen and carbon atoms only - they are hydrocarbons. They are very difficult to tell apart using spectra, but there are a few tell-tale signs to help us.
IR Spectra
Have a look at these two spectra. One is for cyclohexane (an alkane) and one is for cyclohexene (an alkene, with a C=C double bond).
The bottom IR spectrum is for cyclohexene. We know this because it has a peak at around 3100cm-1. This is absent in alkanes.
13C-NMR Spectra
Alkenes also have a characteristic peak when we look at the 13C-NMR spectrum. A peak between 115-145ppm is characteristic for alkenes. If it is absent, there are no C=C double bonds. If it is present, you can be very confident there is a C=C double bond in the structure.
Here is the spectrum for cyclohexene which shows the characteristic peak, shifted to 127ppm due to the C=C bond:
Mass Spectra
Mass spectra help us identify branching (the presence of side chains). The structure of different fragments have different relative stabilities:
Applying the logic of this to fragmentation patterns, it means that a split which produces a secondary fragment is going to be more likely than one producing a primary one. A split producing a tertiary fragment will be even more likely. Let's look at the mass spectrum of 2-methylbutane. 2-methylbutane is an isomer of pentane - isomers are molecules with the same molecular formula, but a different spatial arrangement of the atoms.
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