常见数据结构与 DataFrame

Question

据我了解最常见的数据结构是：

Arrays
Stacks
Queues
Linked lists
Trees
Hash Tables
Heaps
Graph Data structures

DataFrame怎么样？ DataFrame 是一个单独的数据结构还是上面列出的某些数据结构的变体？

Answer 1

Pandas DataFrame docs

DataFrame is a 2-dimensional labeled data structure with columns of potentially different types. You can think of it like a spreadsheet or SQL table, or a dict of Series objects.

它基本上是 Series 对象的字典。现在什么是 Series 对象？

Series is a one-dimensional labeled array capable of holding any data type (integers, strings, floating point numbers, Python objects, etc.). The axis labels are collectively referred to as the index.

这些是带标签的数组

Answer 2

DataFrame 是 pandas python 数据分析库的一部分，可与电子表格或 SQL table 相媲美。它不是原生 Python 类型，但 DataFrame 可以包含不同类型的列。参见 Pandas Dataframe docs

常见数据结构与 DataFrame

common data structures vs DataFrame

python

structure

dataframe