ConvoKit Version 4.1.0 (#340)

Co-authored-by: ex36 <96800594+Torchee@users.noreply.github.com>

Author: ethanxia4

README.md

@@ -9,7 +9,7 @@
 [![license](https://img.shields.io/badge/license-MIT-green)](https://github.com/CornellNLP/ConvoKit/blob/master/LICENSE.md)
 [![Discord Community](https://img.shields.io/static/v1?logo=discord&style=flat&color=red&label=discord&message=community)](https://discord.gg/WMFqMWgz6P)
 
-This toolkit contains tools to extract conversational features and analyze social phenomena in conversations, using a [single unified interface](https://convokit.cornell.edu/documentation/architecture.html) inspired by (and compatible with) scikit-learn.  Several large [conversational datasets](https://github.com/CornellNLP/ConvoKit#datasets) are included together with scripts exemplifying the use of the toolkit on these datasets. The latest version is [4.0.0](https://github.com/CornellNLP/ConvoKit/releases/tag/v4.0.0) (released Nov. 3, 2025); follow the [project on GitHub](https://github.com/CornellNLP/ConvoKit) to keep track of updates.
+This toolkit contains tools to extract conversational features and analyze social phenomena in conversations, using a [single unified interface](https://convokit.cornell.edu/documentation/architecture.html) inspired by (and compatible with) scikit-learn.  Several large [conversational datasets](https://github.com/CornellNLP/ConvoKit#datasets) are included together with scripts exemplifying the use of the toolkit on these datasets. The latest version is [4.1.0](https://github.com/CornellNLP/ConvoKit/releases/tag/v4.1.0) (released Mar. 10, 2026); follow the [project on GitHub](https://github.com/CornellNLP/ConvoKit) to keep track of updates.
 
 Join our [Discord community](https://discord.gg/WMFqMWgz6P) to stay informed, connect with fellow developers, and be part of an engaging space where we share progress, discuss features, and tackle issues together.
 

docs/source/conf.py

@@ -64,9 +64,9 @@
 # built documents.
 #
 # The short X.Y version.
-version = "4.0"
+version = "4.1"
 # The full version, including alpha/beta/rc tags.
-release = "4.0.0"
+release = "4.1.0"
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.

docs/source/index.rst

@@ -9,7 +9,7 @@ Cornell Conversational Analysis Toolkit (ConvoKit) Documentation
 This toolkit contains tools to extract conversational features and analyze social phenomena in conversations, using a `single unified interface <https://convokit.cornell.edu/documentation/architecture.html>`_ inspired by (and compatible with) scikit-learn.
 Several large `conversational datasets <https://github.com/CornellNLP/ConvoKit#datasets>`_ are included together with scripts exemplifying the use of the toolkit on these datasets.
 
-More information can be found at our `website <https://convokit.cornell.edu>`_. The latest version is `4.0.0 <https://github.com/CornellNLP/ConvoKit/releases/tag/v4.0.0>`_ (released Nov. 3, 2025).
+More information can be found at our `website <https://convokit.cornell.edu>`_. The latest version is `4.1.0 <https://github.com/CornellNLP/ConvoKit/releases/tag/v4.1.0>`_ (released Mar. 10, 2026).
 
 Contents
 --------

setup.py

@@ -6,7 +6,7 @@
     author_email="cristian@cs.cornell.edu",
     url="https://github.com/CornellNLP/ConvoKit",
     description="ConvoKit",
-    version="4.0.0",
+    version="4.1.0",
     packages=[
         "convokit",
         "convokit.bag_of_words",

website/docs/source/conf.py

@@ -10,7 +10,7 @@
 project = "ConvoKit"
 copyright = "2025, Cornell NLP"
 author = "Cornell NLP"
-release = "4.0.0"
+release = "4.1.0"
 
 # -- General configuration ---------------------------------------------------
 extensions = [

website/docs/source/index.rst

@@ -13,9 +13,7 @@ ConvoKit: Conversational Analysis Toolkit
    :target: https://github.com/CornellNLP/ConvoKit/blob/master/LICENSE.md
    :alt: License
 
-This toolkit contains tools to extract conversational features and analyze social phenomena in conversations, using a `single unified interface <https://convokit.cornell.edu/documentation/architecture.html>`_ inspired by (and compatible with) scikit-learn. Several large conversational datasets are included together with scripts exemplifying the use of the toolkit on these datasets. The latest version is 4.0.0 (released Nov. 3, 2025); follow the project on GitHub to keep track of updates.
-
-The toolkit currently implements features for:
+This toolkit contains tools to extract conversational features and analyze social phenomena in conversations, using a `single unified interface <https://convokit.cornell.edu/documentation/architecture.html>`_ inspired by (and compatible with) scikit-learn. Several large conversational datasets are included together with scripts exemplifying the use of the toolkit on these datasets. The latest version is `4.1.0 <https://github.com/CornellNLP/ConvoKit/releases/tag/v4.1.0>`_ (released Mar. 10, 2026); follow the project on GitHub to keep track of updates.
 
 Quick Links
 -----------