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Glossary / Lexicon

What are the advantages and disadvantages of a hash table?

02/21/2023 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

There are several advantages and disadvantages to using a hash table:

Advantages:

Fast access time: a hash table allows elements to be retrieved in a constant amount of time, regardless of the size of the hash table. This makes hash tables very efficient for processing large amounts of data. Easy insertion and deletion: Since the position of an element in the hash table is calculated by its key, elements can be inserted and deleted easily.

Storage space: hash tables are efficient in terms of storage space, as they only occupy as much space as necessary to store their elements.

Disadvantages:

Collisions: When the hash function computes the same index for two or more keys, collisions occur that may require costly collision resolution. A poor hash function can increase the risk of collisions. No fixed order: the elements of a hash table are not stored in any particular order, which can be problematic for some applications. If a specific order is required, the elements must be sorted first.

Storage space: if the hash table contains a large number of elements, it can occupy a lot of storage space. Some hash table implementations automatically increase the size of the hash table when it is full, which may require additional memory.

Overall, hash tables are an efficient data structure for quickly accessing large amounts of data, but it is important to choose an appropriate hash function and consider collisions to ensure that they work optimally.

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