def col_filter(df,cols=['created_at', 'user', 'full_text', 'retweet_count', 'retweeted_status']):
    """
    Filters full twitter DataFrame down to desired columns
    """
    df.set_index('id_str', inplace=True)
    df = df[cols]
    return df