[heavy_tails] World Bank Data retrieval Unreliable

[mmcky]

The code cell

nbclient.exceptions.CellExecutionError: An error occurred while executing the following cell:
------------------
# get gdp and gdp per capita for all regions and countries in 2021

variable_code = ['NY.GDP.MKTP.CD', 'NY.GDP.PCAP.CD']
variable_names = ['GDP', 'GDP per capita']

df_gdp1 = extract_wb(varlist=variable_code, 
                     c="all_countries", 
                     s="2021", 
                     e="2021", 
                     varnames=variable_names)
df_gdp1.dropna(inplace=True)
------------------

keeps timing out. Perhaps we need to bring this dataset in-house.