import sys import pandas as pd print(f"Python version {sys.version}") print(f"pandas version: {pd.__version__}")

type(list_of_dfs)

len(list_of_dfs)

list_of_dfs[0]

list_of_dfs[1]

list_of_dfs_nicer = pd.read_html('https://www.ussoccer.com/uswnt-stats', header=0, index_col=0) list_of_dfs_nicer[0].head(2)

runners_df = runners_df.iloc[:-3] runners_df.tail(2)

goalies_df = goalies_df.iloc[:-2] goalies_df

goal_scorers_df = runners_df[runners_df['G']>0] goal_scorers_df['G'].sort_values().plot(kind='barh', title='2020 USWNT Goals');

weightlifting_df_list = pd.read_html('https://en.wikipedia.org/wiki/List_of_weight_training_exercises', index_col=0) len(weightlifting_df_list)

weightlifting_df_list[0]

hammies = exercises_df[(exercises_df['Ham-strings']=='Yes') | (exercises_df['Ham-strings']=='Some')] hammies

hammies.sort_values(by='Ham-strings', ascending=False)