Module ImportFrom alias Import alias identifier Import alias identifier Import alias identifier Assign NameStore AttributeLoad Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr attr Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Str Str Expr Call NameLoad NameLoad Assign AttributeStore NameLoad attr NameLoad Delete SubscriptDel NameLoad Index Str Delete SubscriptDel NameLoad Index Str Expr Call NameLoad AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Expr Call NameLoad Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr keyword TupleLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad AttributeLoad NameLoad attr attr keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword Str Expr Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign TupleStore NameStore NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr AttributeLoad NameLoad attr Assign NameStore SubscriptLoad NameLoad Index ListLoad Str Assign SubscriptStore NameLoad Index Str NameLoad Assign SubscriptStore NameLoad Index Str NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword TupleLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad SubscriptLoad SubscriptLoad NameLoad Index ListLoad Str Str Slice Str attr keyword NameLoad keyword Num Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr SubscriptLoad NameLoad Index ListLoad Str Str Assign NameStore Call AttributeLoad NameLoad attr keyword TupleLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr keyword NameLoad keyword ListLoad Str Str Expr Call NameLoad SubscriptLoad Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr SubscriptLoad NameLoad Index Str Slice Num Expr Call NameLoad SubscriptLoad Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr SubscriptLoad NameLoad Index Str Slice Num Assign TupleStore NameStore NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr SubscriptLoad NameLoad Index ListLoad Str Str Expr Call NameLoad Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr keyword TupleLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr keyword NameLoad keyword ListLoad Str Str
N/A __future__ print_function N/A pandas pd N/A matplotlib.pyplot plt N/A statsmodels.api sm N/A dta N/A N/A N/A N/A N/A sm datasets macrodata load_pandas data N/A index N/A N/A pd Index N/A N/A N/A N/A sm tsa datetools dates_from_range 1959Q1 2009Q3 N/A N/A print index N/A N/A dta index index N/A N/A dta N/A year N/A N/A dta N/A quarter N/A N/A print N/A N/A N/A sm datasets macrodata NOTE N/A N/A print N/A N/A dta head 10 N/A fig N/A N/A plt figure figsize N/A 12 8 N/A ax N/A N/A fig add_subplot 111 N/A N/A N/A N/A dta realgdp plot ax ax N/A legend N/A N/A ax legend loc upper left N/A N/A N/A N/A legend prop set_size 20 N/A N/A gdp_cycle gdp_trend N/A N/A N/A N/A sm tsa filters hpfilter N/A dta realgdp N/A gdp_decomp N/A dta N/A N/A realgdp N/A N/A gdp_decomp N/A cycle gdp_cycle N/A N/A gdp_decomp N/A trend gdp_trend N/A fig N/A N/A plt figure figsize N/A 12 8 N/A ax N/A N/A fig add_subplot 111 N/A N/A N/A N/A N/A gdp_decomp N/A N/A realgdp trend N/A 2000-03-31 plot ax ax fontsize 16 N/A legend N/A N/A ax get_legend N/A N/A N/A N/A legend prop set_size 20 N/A bk_cycles N/A N/A N/A N/A sm tsa filters bkfilter N/A dta N/A N/A infl unemp N/A fig N/A N/A plt figure figsize N/A 14 10 N/A ax N/A N/A fig add_subplot 111 N/A N/A N/A bk_cycles plot ax ax style N/A r-- b- N/A N/A print N/A N/A N/A N/A N/A sm tsa stattools adfuller N/A dta N/A unemp N/A 3 N/A N/A print N/A N/A N/A N/A N/A sm tsa stattools adfuller N/A dta N/A infl N/A 3 N/A N/A cf_cycles cf_trend N/A N/A N/A N/A sm tsa filters cffilter N/A dta N/A N/A infl unemp N/A N/A print N/A N/A cf_cycles head 10 N/A fig N/A N/A plt figure figsize N/A 14 10 N/A ax N/A N/A fig add_subplot 111 N/A N/A N/A cf_cycles plot ax ax style N/A r-- b-