Resistivity
Resistivity is a property of materials that determines how well that material will conduct electricity. This property is closely related to resistance which is the property of a particular electrical component. Resistivity is also closely related to electrical conductivity:
<m>\rho = \frac{1}{\sigma}</m>
Where <m>\rho</m> is the resistivity (in Ohm/m) and <m>{\sigma}</m> is the conductivity (in m/Ohm)). To determine the resistance of a wire (which could be made of almost anything: copper, aluminum, this equation even works for wood!)
<m>R = \rho \frac{A}{l}= \frac{A}{\sigma l}</m>
where <m>A</m> is the area (in m2) and <m>l</m> is the length (in m).
For more detailed information on resistivity please see hyperphysics. Hyperphysics also has a table of resistivities for different materials. Resistivity also depends on temperature, which is also explained on hyperphysics.
PhET: Resistance in a wire
The University of Colorado has graciously allowed us to use the following Phet simulation. Explore the simulation to see how resistance changes depending on geometry and resistivity:

