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There are at least 4 kinds of country codes: Given the new flexibility of 0.15.1, improved error handling by the user Retired indicators still persist in the search. In their response, which makes error checking by pandas difficult. The world bank converts some country codes, The World Bank’s country list and indicators are dynamic. R - squared : 0.274 Method : Least Squares F - statistic : 13.08 Date : Thu, Prob ( F - statistic ): 0.00105 Time : 15 : 24 : 42 Log - Likelihood : - 139.16 No. Variable : cellphone R - squared : 0.297 Model : OLS Adj. summary ()) OLS Regression Results = Dep.
#INDEX DAT READER FREE MOD#
In : import numpy as np In : import as smf In : mod = smf. French 0 : Average Value Weighted Returns - Monthly ( 59 rows x 5 cols ) 1 : Average Equal Weighted Returns - Monthly ( 59 rows x 5 cols ) 2 : Average Value Weighted Returns - Annual ( 5 rows x 5 cols ) 3 : Average Equal Weighted Returns - Annual ( 5 rows x 5 cols ) 4 : Number of Firms in Portfolios (59 rows x 5 cols) 5 : Average Firm Size ( 59 rows x 5 cols ) 6 : Sum of BE / Sum of ME ( 5 rows x 5 cols ) 7 : Value - Weighted Average of BE / ME ( 5 rows x 5 cols ) In : ds.
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Missing data are indicated by - 99.99 or - 999. The annual returns are from January to December. The portfolios are constructed at the end of June. It contains value - and equal - weighted returns for 5 industry portfolios. DataReader ( '5_Industry_Portfolios', 'famafrench' ) In : print ( ds ) 5 Industry Portfolios - This file was created by CMPT_IND_RETS using the 202105 CRSP database. In : from pandas_datareader.famafrench import get_available_datasets In : import pandas_datareader.data as web In : len ( get_available_datasets ()) Out: 297 In : ds = web.