<commit_before>Introduction
============

== Expectations, Assumptions, and Aspirations ==

This is a reference manual. The material is practical, technical, and focused
on answering specific questions. After a brief introduction, each topic area
assumes general familiarity as it addresses the particular details of Neo4j.
 
The goal is to be thumb-through and rule-of-thumb friendly.

The topics should be relevant to architects, administrators, developers and 
operations personnel. The goal is to provide a technical overview of how 
things work, what to do and what to avoid to successfully run Neo4j in a 
production environment. 

You should already be familiar with Neo4j and using graphs to store data.
If you are completely new to Neo4j please check out http://neo4j.org first.

<commit_msg>revision to intro, refining paragraph subjects and language. needs more love<commit_after>Introduction
============

== Expectations, Assumptions, and Aspirations ==

This is a reference manual. 
The material is practical, technical, and focused on answering specific questions. 
It addresses how things work, what to do and what to avoid to successfully run Neo4j in a production environment. 
After a brief introduction, each topic area assumes general familiarity as it addresses the particular details of Neo4j.
 
The goal is to be thumb-through and rule-of-thumb friendly.

The topics should be relevant to architects, administrators, developers and operations personnel.
You should already know about Neo4j and using graphs to store data.
If you are completely new to Neo4j please check out http://neo4j.org first.


{'fraction_non_alphanumeric': 0.0529882932840419, 'fraction_numerical': 0.0061614294516327784, 'mean_word_length': 4.75886524822695, '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': '3002514', 'n_tokens_mistral': 395, 'n_tokens_neox': 375, 'n_words': 226}