使用Guava库：

public static <K,V extends Comparable<V>>SortedMap<K,V> sortByValue(Map<K,V> original){
    var comparator = Ordering.natural()
            .reverse() // highest first
            .nullsLast()
            .onResultOf(Functions.forMap(original, null))
            .compound(Ordering.usingToString());
    return ImmutableSortedMap.copyOf(original, comparator);
}

我可以给你举个例子，但这肯定是你需要的。

map = {10 = 3, 11 = 1,12 = 2} 

假设你想要前2个最常用的键，即（10，12）因此，最简单的方法是使用PriorityQueue根据映射的值进行排序。

PriorityQueue<Integer> pq = new PriorityQueue<>((a, b) -> (map.get(a) - map.get(b));
for(int key: map.keySets()) {
   pq.add(key);
   if(pq.size() > 2) {
      pq.poll();
   }
}
// Now pq has the top 2 most frequent key based on value. It sorts the value. 

HashMap＜String，Long＞的最简单的暴力排序HashMap方法：您可以复制粘贴它，然后这样使用：

public class Test  {
    public static void main(String[] args)  {
        HashMap<String, Long> hashMap = new HashMap<>();
        hashMap.put("Cat", (long) 4);
        hashMap.put("Human", (long) 2);
        hashMap.put("Dog", (long) 4);
        hashMap.put("Fish", (long) 0);
        hashMap.put("Tree", (long) 1);
        hashMap.put("Three-legged-human", (long) 3);
        hashMap.put("Monkey", (long) 2);

        System.out.println(hashMap);  //{Human=2, Cat=4, Three-legged-human=3, Monkey=2, Fish=0, Tree=1, Dog=4}
        System.out.println(sortHashMap(hashMap));  //{Cat=4, Dog=4, Three-legged-human=3, Human=2, Monkey=2, Tree=1, Fish=0}
    }

    public LinkedHashMap<String, Long> sortHashMap(HashMap<String, Long> unsortedMap)  {
        LinkedHashMap<String, Long> result = new LinkedHashMap<>();

        //add String keys to an array: the array would get sorted, based on those keys' values
        ArrayList<String> sortedKeys = new ArrayList<>();
        for (String key: unsortedMap.keySet())  {
            sortedKeys.add(key);
        }

        //sort the ArrayList<String> of keys    
        for (int i=0; i<unsortedMap.size(); i++)  {
            for (int j=1; j<sortedKeys.size(); j++)  {
                if (unsortedMap.get(sortedKeys.get(j)) > unsortedMap.get(sortedKeys.get(j-1))) {
                    String temp = sortedKeys.get(j);
                    sortedKeys.set(j, sortedKeys.get(j-1));
                    sortedKeys.set(j-1, temp);
                }
            }
        }

        // construct the result Map
        for (String key: sortedKeys)  {
            result.put(key, unsortedMap.get(key));
        }

        return result;
    }
}

commons集合库包含一个名为TreeBidiMap的解决方案。或者，你可以看看谷歌收藏API。它有你可以使用的TreeMultimap。

如果你不想使用这些框架。。。它们带有源代码。

使用LinkedList

//Create a list by HashMap
List<Map.Entry<String, Double>> list = new LinkedList<>(hashMap.entrySet());

//Sorting the list
Collections.sort(list, new Comparator<Map.Entry<String, Double>>() {
    public int compare(Map.Entry<String, Double> o1, Map.Entry<String, Double> o2) {
        return (o1.getValue()).compareTo(o2.getValue());
    }
});

//put data from sorted list to hashmap
HashMap<String, Double> sortedData = new LinkedHashMap<>();
for (Map.Entry<String, Double> data : list) {
    sortedData.put(data.getKey(), data.getValue());
}

System.out.print(sortedData);

使用Guava库：

public static <K,V extends Comparable<V>>SortedMap<K,V> sortByValue(Map<K,V> original){
    var comparator = Ordering.natural()
            .reverse() // highest first
            .nullsLast()
            .onResultOf(Functions.forMap(original, null))
            .compound(Ordering.usingToString());
    return ImmutableSortedMap.copyOf(original, comparator);
}