<commit_before>.. _tutorials__getting_started_v3_api__initialize_a_data_context:

Set up the tutorial data and initialize a Data Context
======================================================

**Welcome to the Great Expectations Getting Started tutorial for the V3 (Batch Kwargs) API!** This tutorial will walk you through a simple exercise where you create an Expectation suite that catches a data issue in a sample data set we provide.

.. admonition:: Prerequisites for the tutorial:

  - You need a Python environment where you can install Great Expectations and other dependencies, e.g. a virtual environment.

About the example data<commit_msg>Update initialize_a_data_context.rst (#2897)<commit_after>.. _tutorials__getting_started_v3_api__initialize_a_data_context:

Set up the tutorial data and initialize a Data Context
======================================================

**Welcome to the Great Expectations Getting Started tutorial for the V3 (Batch Request) API!** This tutorial will walk you through a simple exercise where you create an Expectation suite that catches a data issue in a sample data set we provide.

.. admonition:: Prerequisites for the tutorial:

  - You need a Python environment where you can install Great Expectations and other dependencies, e.g. a virtual environment.

About the example data
{'fraction_non_alphanumeric': 0.12012012012012012, 'fraction_numerical': 0.006006006006006006, 'mean_word_length': 5.665, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '3875630', 'n_tokens_mistral': 332, 'n_tokens_neox': 303, 'n_words': 161}