May 7, 2024 · Here, we will see the difference between loc() and iloc() Function in Pandas DataFrame. To see and compare the difference between these two, we will create a sample Dataframe that we will use in the whole paragraph.

In essence, the difference is that .loc allows label-based indexing, while .iloc allows position-based indexing. If you get confused by .loc and .iloc , keep in mind that .iloc is based on the index (starting with i ) position, while .loc is based on the label (starting with l ).

Apr 25, 2025 · There are two states of a lock i.e locked and unlocked. A lock is a class in the threading module whose object generated in the unlocked state and has two primary methods i.e acquire () and release ().

The main difference is that a Lock can only be acquired once. It cannot be acquired again, until it is released. (After it's been released, it can be re-acaquired by any thread). An RLock on the other hand, can be acquired multiple times, by the same thread. It needs to be released the same number of times in order to be "unlocked".

Oct 26, 2021 · This tutorial explains the difference between loc and iloc in pandas, including several examples.

Sep 24, 2024 · In this article, we’ll explore the differences between .loc and .iloc, how they work, and when to use them with real-world examples. What is .loc ? .loc is used for label-based indexing.

Aug 8, 2020 · In this tutorial, we will get ourselves familiar with two of the widely used functions to select and filter data from Pandas dataframes: loc and iloc. You can skip to a specific section of this pandas loc vs. iloc tutorial using the table of contents below: …

Feb 26, 2025 · In the pandas library in Python, “loc” in .loc[] stands for “location,” and “iloc” in .iloc[] stands for “integer location.” This refers to the type of indexing each property uses to access DataFrame rows and columns.

Jun 6, 2024 · While both loc and iloc are powerful methods for accessing data in Pandas, they serve different purposes and have different behaviors: loc uses labels for indexing. iloc uses integer positions for...

Nov 6, 2024 · Pandas loc vs. iloc is a classic Python interview question in machine learning. This tutorial will show you the difference between loc and iloc in pandas.