Plotting Gridded Data

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Hi I have extracted the following gridded data from an interpolation. Then I averaged the interpolated data from a ten-year period and they now look like this:

       Unnamed: 0  index      latitude     longitude      value
0               0      0  8.681598e+05  5.650097e+06  -5.282287
1               1      1  8.681598e+05  5.713078e+06  -5.296532
2               2      2  8.681598e+05  5.776060e+06  -5.310595
3               3      3  8.681598e+05  5.839042e+06  -5.324469
4               4      4  8.681598e+05  5.902023e+06  -5.338146
...           ...    ...           ...           ...        ...

How can I plot this data again in Basemap with contourf?

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