我想将data.frame转换为邻接矩阵。在我的数据中,我得到了文章和作者(几列,每个共同作者一个),其中每一行都是一篇文章。我希望把同一篇文章的作者绑在一起。
数据结构现在是这样的:
data <- data.frame(Author1 = c("Alan", "Rebecca", "Micheal", "Dany", "Euron", "Alan"),
Author2 = c("Rebecca", NA, "Alan", "Euron", NA, "Dany"),
Author3 = c("Dany", NA, "Euron", "Micheal", NA, NA),
Author4 = c("Euron", NA, "Rebecca", NA, NA, NA),
Title = c("Eric's boat", "Top 100 boats", "Boats in the World", "Death and boats", "Boats and Dragons", "Boats"))
哪个给出以下输出:
+---------+---------+---------+---------+--------------------+
| Author 1| Author2 | Author3 | Author4 | Title |
+---------+---------+---------+---------+--------------------+
| Alan | Rebecca | Dany | Euron | Eric's boat |
| Rebecca | NA | NA | NA | Top 100 boats |
| Micheal | Alan | Euron | Rebecca | Boats in the world |
| Dany | Euron | Micheal | NA | Death and boats |
| Euron | NA | NA | NA | Boats and Dragons |
| Alan | Dany | NA | NA | Boats |
+---------+---------+---------+---------+--------------------+
我希望它看起来像这样:
+---------+------+---------+---------+------+-------+
| | Alan | Rebecca | Micheal | Dany | Euron |
+---------+------+---------+---------+------+-------+
| Alan | 0 | 1 | 0 | 1 | 1 |
| Rebecca | 1 | 0 | 1 | 0 | 0 |
| Micheal | 1 | 1 | 1 | 1 | 1 |
| Dany | 1 | 0 | 1 | 0 | 1 |
| Euron | 1 | 0 | 1 | 1 | 0 |
+---------+------+---------+---------+------+-------+