熊猫-筛选具有排序索引的数据框

I have this df_player_means, with 5 items:

Pierre-Emerick Aubameyang    0.629630
Sergio Aguero                0.592593
Danny Ings                   0.555556
Mohamed Salah                0.538462
Sadio Mane                   0.500000

And this df_player_colors, where all players and their respective colors appear multiple times, with 15k items:

Andrew Robertson      #CE1317
Dejan Lovren          #CE1317
Joel Matip            #CE1317
Joseph Gomez          #CE1317
Nathaniel Phillips    #CE1317
                       ...   
Michail Antonio       #7C2C3B
Nathan Holland        #7C2C3B
Pablo Fornals         #7C2C3B
Robert Snodgrass      #7C2C3B
Tomas Soucek          #7C2C3B

How do I filter df_player_colors, (or map df_player_means to df_player_colors), ending up with df_player_unique_colors, with players from df_player_means, in that exact sorted order, alongside their respective colors?

我努力了:

 players = df_player_means.index

 df_player_unique_colors = df_player_colors[df_player_colors.index.isin(players)]

但是映射的颜色是错误的。