Python MongoDB Tutorial

MongoDB is a popular NoSQL database designed to store and manage data flexibly and at scale. Unlike traditional relational databases that use tables and rows, MongoDB stores data as JSON-like documents using a format called BSON (Binary JSON). This document-oriented model makes it easy to handle complex and varied data structures.

Key advantages of MongoDB

• High performance for fast data operations
• Easy scalability to handle growing data and users
• High availability through replication and failover
• Cross-platform support for wide adoption

Introduction

• MongoDB: An introduction
• MongoDB and Python
• Guide to Install MongoDB with Python | Windows

Getting Started

• How do Document Databases Work?
• What is a PyMongo Cursor?
• Create a database in MongoDB using Python

MongoDB Queries

• What is a MongoDB Query?
• Insert and Update Data Query
• insert_one Query
• insert_many Query
• Difference Between insert, insert_one, and insert_many queries in Pymongo
• Update_one Query
• Update_many Query
• insert, replace_one, replace_many Queries
• Delete Data and Drop Collection
• Delete_one Query
• Delete_many Query
• Find Query
• find_one Query
• find_one_and_update Query
• find_one_and_delete query
• find_one_and_replace Query
• Sort Query
• distinct Query
• rename Query
• bulk_write Query
• $group (aggregation) Operation
• Limit Query
• Nested Queries in PyMongo

Working with Collections and documents in MongoDB

• How to access a collection in MongoDB using Python?
• Get the Names of all Collections using PyMongo
• Drop Collection if already exists in MongoDB using Python
• How to update data in a Collection using Python?
• Get all the Documents of the Collection using PyMongo
• Count the number of Documents in MongoDB using Python
• Update all Documents in a Collection using PyMongo
• Aggregation in MongoDB using Python

Indexing in MongoDB

• Indexing in MongoDB using Python
• Python MongoDB – create_index Query
• How to create index for MongoDB Collection using Python?
• Get all the information of a Collection’s indexes using PyMongo
• drop_index Query
• How to Drop all the indexes in a Collection using PyMongo?
• How to rebuild all the indexes of a collection using PyMongo?

Conversion between MongoDB data and Structured data

• How to import JSON File in MongoDB using Python?
• Convert PyMongo Cursor to JSON
• Convert PyMongo Cursor to Dataframe

Questions on MongoDB

• How to check if the PyMongo Cursor is Empty?
• How to fetch data from MongoDB using Python?
• Geospatial Queries with Python MongoDB
• 3D Plotting sample Data from MongoDB Atlas Using Python