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Three "gdp" -> "GDP" on Plotting page #685

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4 changes: 2 additions & 2 deletions episodes/09-plotting.md
Original file line number Diff line number Diff line change
Expand Up @@ -248,7 +248,7 @@ data_asia.describe().T.plot(kind='scatter', x='min', y='max')

![](fig/9_correlations_solution1.svg){alt='Correlations Solution 1'}

No particular correlations can be seen between the minimum and maximum gdp values
No particular correlations can be seen between the minimum and maximum GDP values
year on year. It seems the fortunes of asian countries do not rise and fall together.


Expand All @@ -273,7 +273,7 @@ print(data_asia.idxmin())
Seems the variability in this value is due to a sharp drop after 1972.
Some geopolitics at play perhaps? Given the dominance of oil producing countries,
maybe the Brent crude index would make an interesting comparison?
Whilst Myanmar consistently has the lowest gdp, the highest gdb nation has varied
Whilst Myanmar consistently has the lowest GDP, the highest GDP nation has varied
more notably.


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