https://github.com/ddmitov/software-bookmarks
Personal collection of software-related bookmarks :bookmark:
https://github.com/ddmitov/software-bookmarks
bookmarks software software-development
Last synced: about 1 year ago
JSON representation
Personal collection of software-related bookmarks :bookmark:
- Host: GitHub
- URL: https://github.com/ddmitov/software-bookmarks
- Owner: ddmitov
- License: cc0-1.0
- Created: 2017-11-22T13:39:17.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2024-08-15T14:34:04.000Z (almost 2 years ago)
- Last Synced: 2025-04-09T23:02:19.211Z (about 1 year ago)
- Topics: bookmarks, software, software-development
- Homepage:
- Size: 704 KB
- Stars: 10
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
Awesome Lists containing this project
README
## Software
* Archivers
* [7-Zip](https://www.7-zip.org/)
* [IZArc - Free Zip/Unzip Files Utility](https://www.izarc.org/)
* [PeaZip free archiver utility, open extract RAR TAR ZIP files](https://peazip.github.io/)
* Authentication
* Auth0
* [Auth0: Secure access for everyone. But not just anyone.](https://auth0.com/)
* [Auth0 Regular Web App Quickstarts](https://auth0.com/docs/quickstart/webapp)
* [Auth0 Python SDK Quickstarts: Login](https://auth0.com/docs/quickstart/webapp/python)
* [Authy | Two-factor Authentication (2FA) App & Guides](https://authy.com/)
* [JSON Web Tokens - jwt.io](https://jwt.io/)
* Bootloaders
* [GNU GRUB - Wikipedia](https://en.wikipedia.org/wiki/GNU_GRUB)
* [SYSLINUX - Wikipedia](https://en.wikipedia.org/wiki/SYSLINUX)
* Bug Tracking
* JIRA How To
* community.atlassian.com
* [Date time format and advanced filter](https://community.atlassian.com/t5/Jira-questions/Date-time-format-and-advanced-filter/qaq-p/363197)
* [JIRA API GET all values for a custom field](https://community.atlassian.com/t5/Jira-questions/JIRA-API-GET-all-values-for-a-custom-field/qaq-p/869631)
* [JIRA JQL: how to filter issues that changed assign...](https://community.atlassian.com/t5/Jira-questions/JIRA-JQL-how-to-filter-issues-that-changed-assignee-X-or-more/qaq-p/350772)
* [Solved: Downloading attachments via jira module in python](https://community.atlassian.com/t5/Jira-questions/Downloading-attachments-via-jira-module-in-python/qaq-p/449195)
* [Solved: How do I search for issues Resolved and/or Closed ...](https://community.atlassian.com/t5/Jira-questions/How-do-I-search-for-issues-Resolved-and-or-Closed-by-a/qaq-p/317364)
* [Solved: How to get all issues of a project using Rest API](https://community.atlassian.com/t5/Jira-questions/How-to-get-all-issues-of-a-project-using-Rest-API/qaq-p/832316)
* [Solved: How to get all the assignees of an issue?](https://community.atlassian.com/t5/Jira-questions/How-to-get-all-the-assignees-of-an-issue/qaq-p/177875)
* [Solved: How to use API token for REST calls in Python.](https://community.atlassian.com/t5/Jira-questions/How-to-use-API-token-for-REST-calls-in-Python/qaq-p/760940)
* [Solved: Is it possible to get the issue history using the ...](https://community.atlassian.com/t5/Jira-questions/Is-it-possible-to-get-the-issue-history-using-the-REST-API/qaq-p/510094)
* [Solved: JQL assigned date](https://community.atlassian.com/t5/Jira-questions/JQL-assigned-date/qaq-p/184348)
* [Solved: JQL for tickets closed within a time range](https://community.atlassian.com/t5/Jira-questions/JQL-for-tickets-closed-within-a-time-range/qaq-p/348531)
* [Solved: Search and show all tickets, that have attachments](https://community.atlassian.com/t5/Jira-questions/Search-and-show-all-tickets-that-have-attachments/qaq-p/330678)
* [Solved: Search for issues updated after being closed or re...](https://community.atlassian.com/t5/Jira-questions/Search-for-issues-updated-after-being-closed-or-resolved/qaq-p/319502)
* confluence.atlassian.com
* [Advanced searching - fields reference - Atlassian Documentation](https://confluence.atlassian.com/jiracorecloud/advanced-searching-fields-reference-765593716.html)
* [Advanced searching - functions reference - Atlassian Documentation](https://confluence.atlassian.com/jiracorecloud/advanced-searching-functions-reference-765593719.html)
* [Advanced searching - operators reference - Atlassian Documentation](https://confluence.atlassian.com/jiracorecloud/advanced-searching-operators-reference-765593718.html)
* [How to add Watchers or Request Participants during issue creation - Atlassian Documentation](https://confluence.atlassian.com/jirakb/how-to-add-watchers-or-request-participants-during-issue-creation-975018319.html)
* [Saving your search as a filter - Atlassian Documentation](https://confluence.atlassian.com/jiracoreserver073/saving-your-search-as-a-filter-861257224.html)
* developer.atlassian.com
* [Basic auth for REST APIs](https://developer.atlassian.com/cloud/jira/platform/basic-auth-for-rest-apis/)
* [Jira REST API examples](https://developer.atlassian.com/server/jira/platform/jira-rest-api-examples/)
* [OAuth for REST APIs](https://developer.atlassian.com/cloud/jira/platform/jira-rest-api-oauth-authentication/)
* [The Jira Cloud platform REST API](https://developer.atlassian.com/cloud/jira/platform/rest/v3/)
* support.atlassian.com
* [Advanced search reference - JQL fields | Jira Software Cloud | Atlassian Support](https://support.atlassian.com/jira-software-cloud/docs/advanced-search-reference-jql-fields/)
* [Create issues and comments from email | Atlassian Support](https://support.atlassian.com/jira-cloud-administration/docs/create-issues-and-comments-from-email/)
* [Jira 8.22.0](https://docs.atlassian.com/software/jira/docs/api/REST/8.22.0/)
* [JQL: The most flexible way to search Jira](https://www.atlassian.com/blog/jira-software/jql-the-most-flexible-way-to-search-jira-14)
* [Jira | Issue & Project Tracking Software | Atlassian](https://www.atlassian.com/software/jira)
* Cloud
* Ideas
* [Complexity is the biggest threat to cloud success and security | InfoWorld](https://www.infoworld.com/article/3620944/complexity-is-the-biggest-threat-to-cloud-success-and-security.html)
* [Event-Driven Architectures vs. Event-Based Compute in Serverless Applications | DeBrie Advisory](https://www.alexdebrie.com/posts/event-driven-vs-event-based/)
* Platforms
* Amazon Web Services
* Amazon Web Services How To
* aws.amazon.com
* blogs
* [Fanout S3 Event Notifications to Multiple Endpoints | AWS Compute Blog](https://aws.amazon.com/blogs/compute/fanout-s3-event-notifications-to-multiple-endpoints/)
* [Get Started with Amazon S3 Event Driven Design Patterns | AWS Architecture Blog](https://aws.amazon.com/blogs/architecture/get-started-with-amazon-s3-event-driven-design-patterns/)
* [Querying data without servers or databases using Amazon S3 Select | AWS Storage Blog](https://aws.amazon.com/blogs/storage/querying-data-without-servers-or-databases-using-amazon-s3-select/)
* docs
* Amazon Redshift
* [RANK window function - Amazon Redshift](https://docs.aws.amazon.com/redshift/latest/dg/r_WF_RANK.html)
* API Gateway
* [Create and attach a policy to an IAM user - Amazon API Gateway](https://docs.aws.amazon.com/apigateway/latest/developerguide/api-gateway-create-and-attach-iam-policy.html)
* Application Composer
* [Serverless concepts - AWS Application Composer](https://docs.aws.amazon.com/application-composer/latest/dg/what-is-concepts.html)
* [What is AWS Application Composer? - AWS Application Composer](https://docs.aws.amazon.com/application-composer/latest/dg/what-is-composer.html)
* AWS Serverless Application Model
* [Policy template list - AWS Serverless Application Model](https://docs.aws.amazon.com/serverless-application-model/latest/developerguide/serverless-policy-template-list.html)
* Cloud Development Kit
* [AWS CDK Toolkit (cdk command) - AWS Cloud Development Kit (AWS CDK) v2](https://docs.aws.amazon.com/cdk/v2/guide/cli.html)
* [Bootstrapping - AWS Cloud Development Kit (AWS CDK) v2](https://docs.aws.amazon.com/cdk/v2/guide/bootstrapping.html)
* CloudFormation
* [Template anatomy - AWS CloudFormation](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/template-anatomy.html)
* CloudWatch
* [Creating a billing alarm to monitor your estimated AWS charges - Amazon CloudWatch](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/monitor_estimated_charges_with_cloudwatch.html)
* Command Line Interface
* [Configuration and credential file settings - AWS Command Line Interface](https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-files.html)
* [Configuring the AWS CLI - AWS Command Line Interface](https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-configure.html)
* [describe-rule — AWS CLI Command Reference](https://docs.aws.amazon.com/cli/latest/reference/events/describe-rule.html)
* [get-function — AWS CLI Command Reference](https://docs.aws.amazon.com/cli/latest/reference/lambda/get-function.html)
* [Installing or updating the latest version of the AWS CLI - AWS Command Line Interface](https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html)
* [lambda — AWS CLI Command Reference](https://docs.aws.amazon.com/cli/latest/reference/lambda/index.html#cli-aws-lambda)
* [list-functions — AWS CLI Command Reference](https://docs.aws.amazon.com/cli/latest/reference/lambda/list-functions.html)
* [list-rules — AWS CLI Command Reference](https://docs.aws.amazon.com/cli/latest/reference/events/list-rules.html)
* [list-tags — AWS CLI Command Reference](https://docs.aws.amazon.com/cli/latest/reference/lambda/list-tags.html)
* [list-targets-by-rule — AWS CLI Command Reference](https://docs.aws.amazon.com/cli/latest/reference/events/list-targets-by-rule.html)
* [Named profiles for the AWS CLI - AWS Command Line Interface](https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-profiles.html)
* ECR
* [Private registry authentication - Amazon ECR](https://docs.aws.amazon.com/AmazonECR/latest/userguide/registry_auth.html)
* [Pushing a Docker image - Amazon ECR](https://docs.aws.amazon.com/AmazonECR/latest/userguide/docker-push-ecr-image.html)
* [Troubleshooting errors with Docker commands when using Amazon ECR - Amazon ECR](https://docs.aws.amazon.com/AmazonECR/latest/userguide/common-errors-docker.html)
* [Using Amazon ECR with the AWS CLI - Amazon ECR](https://docs.aws.amazon.com/AmazonECR/latest/userguide/getting-started-cli.html)
* General Reference
* [AWS Account Identifiers - AWS General Reference](https://docs.aws.amazon.com/general/latest/gr/acct-identifiers.html)
* [AWS service endpoints - AWS General Reference](https://docs.aws.amazon.com/general/latest/gr/rande.html)
* Identity and Access Management
* [Creating an IAM user in your AWS account - AWS Identity and Access Management](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_users_create.html)
* [Creating your first IAM admin user and user group - AWS Identity and Access Management](https://docs.aws.amazon.com/IAM/latest/UserGuide/getting-started_create-admin-group.html)
* [Tagging IAM resources - AWS Identity and Access Management](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_tags.html)
* [Understanding how IAM works - AWS Identity and Access Management](https://docs.aws.amazon.com/IAM/latest/UserGuide/intro-structure.html#intro-structure-terms)
* Lambda
* [Anti-patterns in Lambda-based applications - AWS Lambda](https://docs.aws.amazon.com/lambda/latest/operatorguide/anti-patterns.html)
* [AWS Lambda function handler in Python - AWS Lambda](https://docs.aws.amazon.com/lambda/latest/dg/python-handler.html)
* [Lambda quotas - AWS Lambda](https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html)
* [Understanding quotas - AWS Lambda](https://docs.aws.amazon.com/lambda/latest/operatorguide/quotas.html)
* [Using AWS Lambda with Amazon API Gateway - AWS Lambda](https://docs.aws.amazon.com/lambda/latest/dg/services-apigateway.html)
* Relational Database Service
* [IAM database authentication for MySQL and PostgreSQL - Amazon Relational Database Service](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/UsingWithRDS.IAMDBAuth.html)
* [MySQL database log files - Amazon Relational Database Service](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_LogAccess.Concepts.MySQL.html#USER_LogAccess.MySQL.BinaryFormat)
* [Replication between Aurora and MySQL or between Aurora and another Aurora DB cluster (binary log replication) - Amazon Aurora](https://docs.aws.amazon.com/AmazonRDS/latest/AuroraUserGuide/AuroraMySQL.Replication.MySQL.html)
* [Using SSL/TLS to Encrypt a Connection to a DB Instance - Amazon Relational Database Service](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/UsingWithRDS.SSL.html)
* SageMaker
* [Amazon SageMaker Studio Lab - Amazon SageMaker](https://docs.aws.amazon.com/sagemaker/latest/dg/studio-lab.html)
* Simple Storage Service
* S3 Select
* [Filtering and retrieving data using Amazon S3 Select - Amazon Simple Storage Service](https://docs.aws.amazon.com/AmazonS3/latest/userguide/selecting-content-from-objects.html)
* [Selecting content from objects - Amazon Simple Storage Service](https://docs.aws.amazon.com/AmazonS3/latest/dev/selecting-content-from-objects.html)
* [Amazon S3 Event Notifications - Amazon Simple Storage Service](https://docs.aws.amazon.com/AmazonS3/latest/userguide/NotificationHowTo.html)
* [Bucket naming rules - Amazon Simple Storage Service](https://docs.aws.amazon.com/AmazonS3/latest/userguide/bucketnamingrules.html)
* [Bucket restrictions and limitations - Amazon Simple Storage Service](https://docs.aws.amazon.com/AmazonS3/latest/userguide/BucketRestrictions.html)
* [Create your first S3 bucket - Amazon Simple Storage Service](https://docs.aws.amazon.com/AmazonS3/latest/userguide/creating-bucket.html)
* [Walkthrough: Configuring a bucket for notifications (SNS topic or SQS queue) - Amazon Simple Storage Service](https://docs.aws.amazon.com/AmazonS3/latest/userguide/ways-to-add-notification-config-to-bucket.html)
* Virtual Private Cloud
* [Control traffic to resources using security groups - Amazon Virtual Private Cloud](https://docs.aws.amazon.com/vpc/latest/userguide/VPC_SecurityGroups.html)
* [Work with VPCs - Amazon Virtual Private Cloud](https://docs.aws.amazon.com/vpc/latest/userguide/working-with-vpcs.html)
* Well-Architected Framework
* [The pillars of the framework - AWS Well-Architected Framework](https://docs.aws.amazon.com/wellarchitected/latest/framework/the-pillars-of-the-framework.html)
* getting-started
* [Send Fanout Event Notifications with Amazon SQS and Amazon SNS](https://aws.amazon.com/getting-started/hands-on/send-fanout-event-notifications/)
* premiumsupport
* [Allow users to connect to Amazon RDS with IAM credentials](https://aws.amazon.com/premiumsupport/knowledge-center/users-connect-rds-iam/)
* [Create a subscription between my Amazon SQS queue and an Amazon SNS topic in CloudFormation](https://aws.amazon.com/premiumsupport/knowledge-center/sqs-sns-subscribe-cloudformation/)
* [Enable Binary Logging for Amazon Aurora Instances Running MySQL](https://aws.amazon.com/premiumsupport/knowledge-center/enable-binary-logging-aurora/)
* [Resolve Throttling on Your Amazon S3 Bucket](https://aws.amazon.com/premiumsupport/knowledge-center/s3-request-limit-avoid-throttling/)
* [Understand S3 Object Key Naming Patterns for High Request Rates](https://aws.amazon.com/premiumsupport/knowledge-center/s3-object-key-naming-pattern/)
* [AWS Architecture Icons](https://aws.amazon.com/architecture/icons/)
* [Event-Driven Architecture](https://aws.amazon.com/event-driven-architecture/)
* [Ramp-Up Guides](https://aws.amazon.com/training/ramp-up-guides/)
* [What is EDA? - Event-Driven Architecture Explained - AWS](https://aws.amazon.com/what-is/eda/)
* github.com
* [asagage/aws-adfs-cli-mfa: Python CLI tool for Authenticating into AWS using ADFS with Azure MFA enabled](https://github.com/asagage/aws-adfs-cli-mfa)
* [robertd/alpine-aws-cdk: Minimal AWSCLI & AWS-CDK & NodeJS/NPM built on top of Alpine Linux Docker Image](https://github.com/robertd/alpine-aws-cdk)
* [aws-cdk-examples/python/s3-sns-sqs-lambda-chain at master · aws-samples/aws-cdk-examples · GitHub](https://github.com/aws-samples/aws-cdk-examples/tree/master/python/s3-sns-sqs-lambda-chain)
* [aws-samples/aws-cloudformation-inline-python-lambda-example: Example AWS Lambda function deployed inline in a CloudFormation template](https://github.com/aws-samples/aws-cloudformation-inline-python-lambda-example/tree/main)
* [`aws cloudformation package` AWS CLI command to load Lambda Function code from relative file path.](https://gist.github.com/atheiman/08ab992f6b2d83a223d6d709074b42b3)
* [MGenteluci/aws-sqs-cloudformation: Simple CloudFormation template to Create SQS](https://github.com/MGenteluci/aws-sqs-cloudformation/tree/master)
* [A CloudFormation template sample to subscribe an SQS Queue to an SNS Topic.](https://gist.github.com/austoonz/f6d45d5f22b4944df42ca80ed4e2d819)
* [CloudFormation Template Example - Subscribe a Lambda to an SNS Topic](https://gist.github.com/dsandor/ac260aaf4d2d69e35106230adfe5db3b)
* localstack.cloud
* [Features - LocalStack](https://localstack.cloud/features/)
* [Installation - LocalStack](https://docs.localstack.cloud/getting-started/installation/)
* serverlessland.com
* [S3 to SNS to SQS to Lambda | Serverless Land](https://serverlessland.com/patterns/s3-sns-sqs-lambda-sam-java)
* [Serverless Land - Event Driven Architecture](https://serverlessland.com/event-driven-architecture)
* [Serverless Land - Event Driven Architecture Visuals](https://serverlessland.com/event-driven-architecture/visuals)
* [Serverless Land - Why use message brokers?](https://serverlessland.com/event-driven-architecture/visuals/why-use-message-brokers)
* [Serverless Land | Resources for learning about AWS serverless technology](https://serverlessland.com/)
* [Serverless Repos | Serverless Land](https://serverlessland.com/repos)
* [SNS to Lambda | Serverless Land](https://serverlessland.com/patterns/sns-lambda)
* www.radishlogic.com
* [How to download files from S3 Bucket using boto3 and Python - Radish Logic](https://www.radishlogic.com/aws/s3/how-to-download-files-from-s3-bucket-using-boto3-and-python/)
* [How to read a file in S3 and store it in a String using Python and boto3 - Radish Logic](https://www.radishlogic.com/aws/boto3/how-to-read-a-file-in-s3-and-store-it-in-a-string-using-python-and-boto3/)
* [How to upload a file to S3 Bucket using boto3 and Python - Radish Logic](https://www.radishlogic.com/aws/s3/how-to-upload-a-local-file-to-s3-bucket-using-boto3-and-python/)
* [How to write Python string to a file in S3 Bucket using boto3 - Radish Logic](https://www.radishlogic.com/aws/s3/how-to-write-python-string-to-a-file-in-s3-bucket-using-boto3/)
* www.thelambdablog.com
* [A concise guide to setting up the AWS command-line libraries on your local development environment](https://www.thelambdablog.com/a-concise-guide-to-setting-up-the-aws-command-line-libraries-on-your-local-development-environment/)
* [Configuring and reviewing the new Lambda Function URLs feature in AWS](https://www.thelambdablog.com/configuring-and-reviewing-the-new-lambda-function-urls-feature-in-aws/)
* [Creating CloudWatch Log Groups for Lambdas in Cloudformation and the simple reason why](https://www.thelambdablog.com/creating-cloudwatch-log-groups-for-lambdas-in-cloudformation-and-the-simple-reason-why/)
* [Filtering CloudWatch Logs by LogGroups and LogStreams and reading them using Python and the Boto3 SDK](https://www.thelambdablog.com/filtering-cloudwatch-logs-by-loggroups-and-logstreams-and-reading-them-using-python-and-the-boto3-sdk/)
* [How to implement a Lambda Authorizer for an AWS AppSync API and invoke the API with the required Authorization Token](https://www.thelambdablog.com/how-to-implement-a-lambda-authorizer-for-an-aws-appsync-api-and-invoke-the-api-with-the-required-authorization-token/)
* [Update Lambdas to run on Amazons new ARM based Graviton2 processors easily using Cloudformation](https://www.thelambdablog.com/update-lambdas-to-run-arm64-architecture-aws-graviton2-using-cloudformation-globals/)
* [Amazon EC2 Instance Comparison](https://instances.vantage.sh/)
* [AWS Cloud Ping - Latency & Response Speed Test](https://www.cloudping.cloud/aws)
* [AWS S3 File Upload + Lambda Trigger - Step by Step Tutorial in Python - Be a Better Dev](https://beabetterdev.com/2022/12/04/aws-s3-file-upload-lambda-trigger-tutorial/)
* [checkip.amazonaws.com](http://checkip.amazonaws.com/)
* [DynamoDB Python Boto3 Query Cheat Sheet](https://dynobase.dev/dynamodb-python-with-boto3/)
* [How to fix the issue to allow s3 to publish message to an SNS Topic?](https://twwip.com/2019/12/17/how-to-fix-the-issue-to-allow-s3-to-publish-message-to-an-sns-topic-explained/)
* [How to turn DDOS attacks into a business opportunity - Let's Debug It](https://www.letsdebug.it/post/34-ddos-as-business-opportunity/)
* [Invoking Amazon API Gateway with an API Key - Nelson Figueroa](https://nelson.cloud/invoking-amazon-api-gateway-with-an-api-key/)
* [Is it on AWS?](https://isitonaws.com/)
* [Troubleshoot HTTP 5xx errors from Amazon S3 | AWS re:Post](https://repost.aws/knowledge-center/http-5xx-errors-s3)
* [Amazon WorkSpaces Client Download](https://clients.amazonworkspaces.com/)
* [AWS Pricing Calculator](https://calculator.aws/)
* [AWS Service Health Dashboard](https://status.aws.amazon.com/)
* [Cloud Services - Amazon Web Services (AWS)](https://aws.amazon.com/)
* [LocalStack - A fully functional local cloud stack](https://localstack.cloud/)
* Fly
* Fly How To
* [App Configuration (fly.toml) · Fly](https://fly.io/docs/reference/configuration/)
* [Automatically stop and start Machines · Fly Docs](https://fly.io/docs/apps/autostart-stop/)
* [Build, Deploy And Run A Python Application · Fly](https://fly.io/docs/getting-started/python/)
* [Docker without Docker · Fly](https://fly.io/blog/docker-without-docker/)
* [Introducing Flyctl - The Fly CLI · Fly](https://fly.io/docs/flyctl/)
* [Fly](https://fly.io/)
* [Fly.io Status](https://status.flyio.net/)
* Storage
* MinIO
* MinIO How To
* min.io
* [Introducing Webhooks for MinIO](https://blog.min.io/introducing-webhooks-for-minio/)
* [mc cp — MinIO Object Storage for Linux](https://min.io/docs/minio/linux/reference/minio-mc/mc-cp.html)
* [mc ls — MinIO Object Storage for Linux](https://min.io/docs/minio/linux/reference/minio-mc/mc-ls.html)
* [mc watch — MinIO Object Storage for Linux](https://min.io/docs/minio/linux/reference/minio-mc/mc-watch.html#command-mc.watch)
* [MinIO Client — MinIO Object Storage for Linux](https://min.io/docs/minio/linux/reference/minio-mc.html)
* [MinIO High Performance Object Storage — MinIO Object Storage for Container](https://min.io/docs/minio/container/index.html)
* [Monitoring Bucket and Object Events — MinIO Object Storage for Linux](https://min.io/docs/minio/linux/administration/monitoring.html)
* [Smooth Sailing from Docker to Localhost](https://resources.min.io/january-2024-newsletter-linkedin/from-docker-to-localhost)
* [Thresholds and Limits — MinIO Object Storage for Linux](https://min.io/docs/minio/linux/operations/concepts/thresholds.html)
* [docker - Minio: How to make folders and files already in mount point available when starting minio server? - Stack Overflow](https://stackoverflow.com/questions/55496594/minio-how-to-make-folders-and-files-already-in-mount-point-available-when-start)
* [minio-docker-config/docker-compose.yaml at master · Anagraph/minio-docker-config](https://github.com/Anagraph/minio-docker-config/blob/master/docker-compose.yaml)
* [Regulatory Compliance with MinIO Object Lambdas](https://blog-min-io.cdn.ampproject.org/c/s/blog.min.io/regulatory-compliance-with-minio-object-lambdas/amp/)
* [MinIO | High Performance, Kubernetes Native Object Storage](https://min.io/)
* [minio/docs/orchestration/docker-compose at master · minio/minio](https://github.com/minio/minio/tree/master/docs/orchestration/docker-compose)
* [minio/mc - Docker Image | Docker Hub](https://hub.docker.com/r/minio/mc/)
* [minio/minio - Docker Image | Docker Hub](https://hub.docker.com/r/minio/minio)
* rclone
* rclone how to
* rclone.org
* [Global Flags](https://rclone.org/flags/)
* [Google drive](https://rclone.org/drive/)
* [Install](https://rclone.org/install/)
* [Microsoft OneDrive](https://rclone.org/onedrive/)
* [rclone link](https://rclone.org/commands/rclone_link/)
* [Remote Setup](https://rclone.org/remote_setup/)
* [Storj](https://rclone.org/storj/)
* [Transferring files to OneDrive for Business via rclone - Academic Computing Team](https://research.reading.ac.uk/act/knowledgebase/rclone-sync/)
* [rclone - rsync for cloud storage](https://rclone.org/)
* Storj
* Storj How To
* docs.storj.io
* [Create Access Grant in CLI - Storj DCS](https://docs.storj.io/dcs/getting-started/quickstart-uplink-cli/generate-access-grants-and-tokens/generate-a-token)
* [Download and install uplink - Storj Docs](https://docs.storj.io/dcs/api/uplink-cli/installation)
* [Rclone with Native Integration | Storj Docs](https://docs.storj.io/dcs/how-tos/sync-files-with-rclone/rclone-with-native-integration/)
* [S3 Compatible Gateway Hosted by Storj - Storj Docs](https://docs.storj.io/dcs/api/s3/s3-compatible-gateway)
* [Understanding Storj Pricing Structure - Storj Docs](https://docs.storj.io/dcs/pricing)
* [Understanding Storj Usage Limits - Storj Docs](https://docs.storj.io/learn/concepts/limits)
* [Uplink CLI - Storj DCS](https://docs.storj.io/dcs/api-reference/uplink-cli)
* [Usage Limits - Storj DCS](https://docs.storj.io/dcs/concepts/limits)
* [GitHub - storj-thirdparty/uplink-python: Python bindings for libuplink](https://github.com/storj-thirdparty/uplink-python)
* [Storj - Decentralized Cloud Storage](https://www.storj.io/)
* [Cloudflare R2 | Rapid and Reliable Object Storage, without Egress Fees | Cloudflare](https://www.cloudflare.com/lp/pg-r2/)
* [Public Cloud Services Comparison](https://comparecloud.in/)
* Containers
* Docker
* Docker How To
* docs.docker.com
* [Build your Python image | Docker Documentation](https://docs.docker.com/language/python/build-images/)
* [Compose file build reference | Docker Documentation](https://docs.docker.com/compose/compose-file/build/)
* [Compose file version 3 reference | Docker Documentation](https://docs.docker.com/compose/compose-file/compose-file-v3/)
* [Compose specification | Docker Documentation](https://docs.docker.com/compose/compose-file/#volume-configuration-reference)
* [Control startup and shutdown order in Compose | Docker Documentation](https://docs.docker.com/compose/startup-order/)
* [Deploy a registry server](https://docs.docker.com/registry/deploying/)
* [docker | Docker Documentation](https://docs.docker.com/engine/reference/commandline/docker/)
* [docker container ls | Docker Documentation](https://docs.docker.com/engine/reference/commandline/container_ls/)
* [docker container stop | Docker Documentation](https://docs.docker.com/engine/reference/commandline/container_stop/)
* [docker exec | Docker Documentation](https://docs.docker.com/engine/reference/commandline/exec/)
* [docker image ls | Docker Documentation](https://docs.docker.com/engine/reference/commandline/image_ls/)
* [docker image rm | Docker Documentation](https://docs.docker.com/engine/reference/commandline/image_rm/)
* [docker images | Docker Documentation](https://docs.docker.com/engine/reference/commandline/images/)
* [docker network ls | Docker Documentation](https://docs.docker.com/engine/reference/commandline/network_ls/)
* [docker ps | Docker Documentation](https://docs.docker.com/engine/reference/commandline/ps/)
* [docker save | Docker Documentation](https://docs.docker.com/engine/reference/commandline/save/)
* [docker stats | Docker Documentation](https://docs.docker.com/engine/reference/commandline/stats/)
* [docker stop](https://docs.docker.com/engine/reference/commandline/stop/)
* [docker system df | Docker Documentation](https://docs.docker.com/engine/reference/commandline/system_df/)
* [docker volume create | Docker Documentation](https://docs.docker.com/engine/reference/commandline/volume_create/)
* [docker-compose stop | Docker Documentation](https://docs.docker.com/compose/reference/stop/)
* [Get started with Docker Compose | Docker Documentation](https://docs.docker.com/compose/gettingstarted/)
* [Install Docker Engine on Ubuntu](https://docs.docker.com/engine/install/ubuntu/)
* [Networking in Compose | Docker Documentation](https://docs.docker.com/compose/networking/)
* [Runtime metrics | Docker Documentation](https://docs.docker.com/config/containers/runmetrics/)
* [Runtime options with Memory, CPUs, and GPUs | Docker Documentation](https://docs.docker.com/config/containers/resource_constraints/)
* [Use volumes | Docker Documentation](https://docs.docker.com/storage/volumes/)
* stackoverflow.com
* [docker - Error "The input device is not a TTY" - Stack Overflow](https://stackoverflow.com/questions/43099116/error-the-input-device-is-not-a-tty)
* [docker - How to mount a single file in a volume - Stack Overflow](https://stackoverflow.com/questions/42248198/how-to-mount-a-single-file-in-a-volume)
* [Docker run override entrypoint with shell script which accepts arguments - Stack Overflow](https://stackoverflow.com/questions/41694329/docker-run-override-entrypoint-with-shell-script-which-accepts-arguments)
* [Get Docker container id from container name - Stack Overflow](https://stackoverflow.com/questions/34496882/get-docker-container-id-from-container-name)
* [Stopping Docker containers by image name - Ubuntu - Stack Overflow](https://stackoverflow.com/questions/32073971/stopping-docker-containers-by-image-name-ubuntu)
* www.baeldung.com
* [Difference Between links and depends_on in Docker Compose | Baeldung](https://www.baeldung.com/ops/docker-compose-links-depends-on)
* [Docker Compose Restart Policies | Baeldung](https://www.baeldung.com/ops/docker-compose-restart-policies)
* [Mounting a Single File in a Volume Using Docker | Baeldung](https://www.baeldung.com/ops/docker-mount-single-file-in-volume)
* [Demonstrating Hello World Example | dockerlabs](https://dockerlabs.collabnix.com/beginners/helloworld/)
* [Docker Api Infographic All Roles - Docker Architecture Overview](https://www.seekpng.com/ima/u2w7u2q8y3q8w7o0/)
* [Docker containers, images, and registries | Microsoft Learn](https://learn.microsoft.com/en-us/dotnet/architecture/microservices/container-docker-introduction/docker-containers-images-registries)
* [Docker: Remove all images and containers – TechOverflow](https://techoverflow.net/2013/10/22/docker-remove-all-images-and-containers/)
* [Exiting a Docker Container · vsupalov.com](https://vsupalov.com/exit-docker-container/)
* [How To Remove Docker Containers, Images, Volumes, and Networks | Linuxize](https://linuxize.com/post/how-to-remove-docker-images-containers-volumes-and-networks/)
* [Howto use docker-compose to Start, Stop, Remove Docker Containers](https://www.thegeekstuff.com/2016/04/docker-compose-up-stop-rm/)
* [Installing Docker Compose on Ubuntu 22.04 LTS - DevOps Tricks](https://www.devopstricks.in/installing-docker-compose-on-ubuntu-22-04-lts/)
* [Understanding Docker Volumes - Earthly Blog](https://earthly.dev/blog/docker-volumes/)
* [What is Docker? - Docker Tutorials](https://techtutorialsite.com/what-is-docker-and-container/)
* [Why use Containers? - Tutorial Works](https://www.tutorialworks.com/why-use-containers/)
* [Docker](https://www.docker.com/)
* [sgerrand/alpine-pkg-glibc: A glibc compatibility layer package for Alpine Linux](https://github.com/sgerrand/alpine-pkg-glibc/)
* Kubernetes
* Kubernetes How To
* helm.sh
* [Helm | Helm Repo List](https://helm.sh/docs/helm/helm_repo_list/)
* [Helm | Helm Repo Remove](https://helm.sh/docs/helm/helm_repo_remove/)
* [Helm | Installing Helm](https://helm.sh/docs/intro/install/)
* [Helm | Quickstart Guide](https://helm.sh/docs/intro/quickstart/)
* kubernetes.io
* [Glossary | Kubernetes](https://kubernetes.io/docs/reference/glossary/?fundamental=true)
* [Install and Set Up kubectl on Linux | Kubernetes](https://kubernetes.io/docs/tasks/tools/install-kubectl-linux/)
* [Resource Management for Pods and Containers | Kubernetes](https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/)
* [Deploying KEDA | KEDA](https://keda.sh/docs/2.9/deploy/)
* [kind – Quick Start](https://kind.sigs.k8s.io/docs/user/quick-start/)
* [Local kubernetes with kind, helm and a sample service | by Renjith Babu | FAUN Publication](https://faun.pub/local-kubernetes-with-kind-helm-and-a-sample-service-4755e3e6eff4)
* [Tutorial: Spin up Your Kubernetes-in-Docker Cluster and They Will Come - Conjur](https://www.conjur.org/blog/tutorial-spin-up-your-kubernetes-in-docker-cluster-and-they-will-come/)
* [Understanding Kubernetes Architecture with Diagrams](https://phoenixnap.com/kb/understanding-kubernetes-architecture-diagrams)
* [Using Helm and Kubernetes | Baeldung](https://www.baeldung.com/ops/kubernetes-helm)
* [kind](https://kind.sigs.k8s.io/)
* [MicroK8s - Fast, Light, Upstream Developer Kubernetes](https://microk8s.io/)
* Continuous Integration
* [Customizing the Build - Travis CI](https://docs.travis-ci.com/user/customizing-the-build)
* [How do I get Travis' build working directory in .travis.yml? - Stack Overflow](https://stackoverflow.com/questions/14006810/how-do-i-get-travis-build-working-directory-in-travis-yml)
* Data Engineering
* Concepts
* [Data Pipeline Design Patterns](https://www.startdataengineering.com/post/design-patterns/)
* [Data Warehouse Essentials: Mastering Star & Snowflake Schemas | GlobalLogic](https://www.globallogic.com/insights/white-papers/data-warehouse/)
* [Functional Data Engineering - A Blueprint](https://www.dataengineeringweekly.com/p/functional-data-engineering-a-blueprint)
* Data APIs
* [ROAPI](https://roapi.github.io/docs/)
* [Seafowl](https://seafowl.io/)
* Data Engineering How To
* datagy.io
* [Python: Check if a Dictionary is Empty (5 Ways!) • datagy](https://datagy.io/python-check-if-dictionary-empty/)
* [Python: Count Number of Occurrences in a String (4 Ways!) • datagy](https://datagy.io/python-count-number-of-occurrences-in-a-string/)
* datatofish.com
* [Get a List of all Column Names in Pandas DataFrame - Data to Fish](https://datatofish.com/list-column-names-pandas-dataframe/)
* [How to Count NaN values in Pandas DataFrame - Data to Fish](https://datatofish.com/count-nan-pandas-dataframe/)
* [How to Export Pandas DataFrame to an Excel File - Data to Fish](https://datatofish.com/export-dataframe-to-excel/)
* [How to Import an Excel File into Python using Pandas - Data to Fish](https://datatofish.com/read_excel/)
* github.com
* [selenium/headless.py at master · pyzzled/selenium](https://github.com/pyzzled/selenium/blob/master/headless_browser/headless.py)
* [Upload folder contents to AWS S3](https://gist.github.com/feelinc/d1f541af4f31d09a2ec3)
* glaredb.com
* [What is GlareDB? | GlareDB Docs](https://docs.glaredb.com/)
* [GlareDB Python library | GlareDB Docs](https://docs.glaredb.com/glaredb/python/)
* [MongoDB | GlareDB Docs](https://docs.glaredb.com/docs/data-sources/supported/mongodb)
* [read_mongodb | GlareDB Docs](https://docs.glaredb.com/glaredb/sql-functions/read_mongodb/)
* [SELECT | GlareDB Docs](https://docs.glaredb.com/glaredb/sql-commands/select/#syntax)
* [Querying your data sources | GlareDB Docs](https://docs.glaredb.com/docs/working-with-your-data/querying.html)
* [GlareDB Blog | Working with GlareDB in Python](https://glaredb.com/blog/working-with-python)
* matplotlib.org
* [Customizing Matplotlib with style sheets and rcParams — Matplotlib 3.1.1 documentation](https://matplotlib.org/3.1.1/tutorials/introductory/customizing.html)
* [Fixing common date annoyances — Matplotlib 3.3.4 documentation](https://matplotlib.org/3.3.4/gallery/recipes/common_date_problems.html)
* [How-To — Matplotlib 3.1.1 documentation](https://matplotlib.org/faq/howto_faq.html)
* [Multiple Figs Demo — Matplotlib 3.1.1 documentation](https://matplotlib.org/3.1.1/gallery/subplots_axes_and_figures/multiple_figs_demo.html)
* pandas.pydata.org
* [10 minutes to pandas](https://pandas.pydata.org/docs/user_guide/10min.html)
* [Comparison with SQL](https://pandas.pydata.org/pandas-docs/stable/getting_started/comparison/comparison_with_sql.html)
* [How do I select a subset of a DataFrame?](https://pandas.pydata.org/docs/getting_started/intro_tutorials/03_subset_data.html)
* [Merge, join, concatenate and compare](https://pandas.pydata.org/pandas-docs/stable/user_guide/merging.html)
* [pandas - Python Data Analysis Library](https://pandas.pydata.org/)
* [Pandas_Cheat_Sheet.pdf](https://pandas.pydata.org/Pandas_Cheat_Sheet.pdf)
* [Working with missing data](https://pandas.pydata.org/pandas-docs/stable/user_guide/missing_data.html)
* pbpython.com
* [Automating Windows Applications Using COM - Practical Business Python](https://pbpython.com/windows-com.html)
* [Common Excel Tasks Demonstrated in Pandas - Part 2 - Practical Business Python](https://pbpython.com/excel-pandas-comp-2.html)
* [Common Excel Tasks Demonstrated in Pandas - Practical Business Python](https://pbpython.com/excel-pandas-comp.html)
* [Comprehensive Guide to Grouping and Aggregating with Pandas - Practical Business Python](https://pbpython.com/groupby-agg.html)
* [Guide to Encoding Categorical Values in Python - Practical Business Python](https://pbpython.com/categorical-encoding.html)
* [Overview of Pandas Data Types - Practical Business Python](https://pbpython.com/pandas_dtypes.html)
* pythonexamples.org
* [How to Add or Insert Row to Pandas DataFrame?](https://pythonexamples.org/pandas-dataframe-add-append-row/)
* [How to set Column as Index in Pandas DataFrame? - Python Examples](https://pythonexamples.org/pandas-set-column-as-index/)
* [How to Write Pandas DataFrame to Excel Sheet? - Python Examples](https://pythonexamples.org/pandas-write-dataframe-to-excel-sheet/)
* [Pandas DataFrame – Convert row to JSON - Python Examples](https://pythonexamples.org/pandas-dataframe-convert-row-to-json/)
* [Python JSON to Dictionary](https://pythonexamples.org/python-json-to-dict/)
* queirozf.com
* [Matplotlib examples: Number Formatting for Axis Labels](https://queirozf.com/entries/matplotlib-examples-number-formatting-for-axes-labels)
* [Pandas DataFrame: GroupBy Examples](http://queirozf.com/entries/pandas-dataframe-groupby-examples)
* [Pandas DataFrame: GroupBy Examples](https://queirozf.com/entries/pandas-dataframe-groupby-examples)
* [Pandas Query Examples: SQL-like queries in dataframes](https://queirozf.com/entries/pandas-query-examples-sql-like-syntax-queries-in-dataframes)
* saturncloud.io
* [How to Delete Rows with Null Values in a Specific Column in Pandas DataFrame | Saturn Cloud Blog](https://saturncloud.io/blog/how-to-delete-rows-with-null-values-in-a-specific-column-in-pandas-dataframe/)
* [How to Download Multiple Files or an Entire Folder from Google Colab | Saturn Cloud Blog](https://saturncloud.io/blog/how-to-download-multiple-files-or-an-entire-folder-from-google-colab/)
* [How to Split a Large Pandas DataFrame | Saturn Cloud Blog](https://saturncloud.io/blog/how-to-split-a-large-pandas-dataframe/)
* [The Fastest Way to Apply an Async Function to a Pandas DataFrame | Saturn Cloud Blog](https://saturncloud.io/blog/the-fastest-way-to-apply-an-async-function-to-a-pandas-dataframe/)
* stackoverflow.com
* [copy entire excel worksheet to a new worksheet using Python win32com - Stack Overflow](https://stackoverflow.com/questions/31687031/copy-entire-excel-worksheet-to-a-new-worksheet-using-python-win32com)
* [Determine whether collection in MongoDB exists in Python - Stack Overflow](https://stackoverflow.com/questions/34183158/determine-whether-collection-in-mongodb-exists-in-python)
* [Drop all duplicate rows in Python Pandas - Stack Overflow](https://stackoverflow.com/questions/23667369/drop-all-duplicate-rows-in-python-pandas)
* [Extracting Hyperlinks From Excel (.xlsx) with Python - Stack Overflow](https://stackoverflow.com/questions/16676727/extracting-hyperlinks-from-excel-xlsx-with-python)
* [How to close sqlalchemy connection in MySQL - Stack Overflow](https://stackoverflow.com/questions/8645250/how-to-close-sqlalchemy-connection-in-mysql/8705750)
* [How to make pymongo's find() return a list? - Stack Overflow](https://stackoverflow.com/questions/13210730/how-to-make-pymongos-find-return-a-list)
* [How to rename the sheet name in the spread-sheet using Python? - Stack Overflow](https://stackoverflow.com/questions/39540789/how-to-rename-the-sheet-name-in-the-spread-sheet-using-python)
* [How to sort a dataFrame in python pandas by two or more columns? - Stack Overflow](https://stackoverflow.com/questions/17141558/how-to-sort-a-dataframe-in-python-pandas-by-two-or-more-columns)
* [json - How to open .ndjson file in Python? - Stack Overflow](https://stackoverflow.com/questions/63501251/how-to-open-ndjson-file-in-python)
* [openpyxl - read only one column from excel file in python? - Stack Overflow](https://stackoverflow.com/questions/34754077/openpyxl-read-only-one-column-from-excel-file-in-python)
* [pandas - JOIN two dataframes on common column in python - Stack Overflow](https://stackoverflow.com/questions/41463119/join-two-dataframes-on-common-column-in-python)
* [pandas drops index index on merge in Python? - Stack Overflow](https://stackoverflow.com/questions/15661455/pandas-drops-index-index-on-merge-in-python)
* [Parse JSON in Python - Stack Overflow](https://stackoverflow.com/questions/7771011/parse-json-in-python)
* [Pretty-Print JSON Data to a File using Python - Stack Overflow](https://stackoverflow.com/questions/9170288/pretty-print-json-data-to-a-file-using-python)
* [python - Adding a background color to Cell OpenPyXL - Stack Overflow](https://stackoverflow.com/questions/35918504/adding-a-background-color-to-cell-openpyxl)
* [python - adding hyperlinks in some cells openpyxl - Stack Overflow](https://stackoverflow.com/questions/39077661/adding-hyperlinks-in-some-cells-openpyxl)
* [python - Append dictionary to pandas dataframe in a loop - Stack Overflow](https://stackoverflow.com/questions/43957347/append-dictionary-to-pandas-dataframe-in-a-loop)
* [python - Apply 'wrap_text' to all cells using openpyxl - Stack Overflow](https://stackoverflow.com/questions/42215933/apply-wrap-text-to-all-cells-using-openpyxl/52494457)
* [python - Applying borders to a cell in OpenPyxl - Stack Overflow](https://stackoverflow.com/questions/24917201/applying-borders-to-a-cell-in-openpyxl)
* [python - Assign schema to pa.Table.from_pandas() - Stack Overflow](https://stackoverflow.com/questions/49565713/assign-schema-to-pa-table-from-pandas)
* [Python - Automatically adjust width of an excel file's columns - Stack Overflow](https://stackoverflow.com/questions/39529662/python-automatically-adjust-width-of-an-excel-files-columns)
* [python - Average Time difference in pandas - Stack Overflow](https://stackoverflow.com/questions/39272470/average-time-difference-in-pandas)
* [python - boto3 client NoRegionError: You must specify a region error only sometimes - Stack Overflow](https://stackoverflow.com/questions/40377662/boto3-client-noregionerror-you-must-specify-a-region-error-only-sometimes)
* [python - Boto3/S3: Renaming an object using copy_object - Stack Overflow](https://stackoverflow.com/questions/32501995/boto3-s3-renaming-an-object-using-copy-object)
* [python - Calculate time difference between Pandas Dataframe indices - Stack Overflow](https://stackoverflow.com/questions/16777570/calculate-time-difference-between-pandas-dataframe-indices)
* [python - Change column type in pandas - Stack Overflow](https://stackoverflow.com/questions/15891038/change-column-type-in-pandas)
* [python - Change data type of columns in Pandas - Stack Overflow](https://stackoverflow.com/questions/15891038/change-data-type-of-columns-in-pandas)
* [python - Change one value based on another value in pandas - Stack Overflow](https://stackoverflow.com/questions/19226488/change-one-value-based-on-another-value-in-pandas)
* [python - check if a key exists in a bucket in s3 using boto3 - Stack Overflow](https://stackoverflow.com/questions/33842944/check-if-a-key-exists-in-a-bucket-in-s3-using-boto3)
* [python - Check if a value exists in pandas dataframe index - Stack Overflow](https://stackoverflow.com/questions/23549231/check-if-a-value-exists-in-pandas-dataframe-index)
* [python - Check if an INSERT with a SELECT was successfull in PyMySQL - Stack Overflow](https://stackoverflow.com/questions/51983057/check-if-an-insert-with-a-select-was-successfull-in-pymysql)
* [python - check if variable is dataframe - Stack Overflow](https://stackoverflow.com/questions/14808945/check-if-variable-is-dataframe)
* [python - Constructing pandas DataFrame from values in variables gives "ValueError: If using all scalar values, you must pass an index" - Stack Overflow](https://stackoverflow.com/questions/17839973/constructing-pandas-dataframe-from-values-in-variables-gives-valueerror-if-usi)
* [python - Convert floats to ints in Pandas? - Stack Overflow](https://stackoverflow.com/questions/21291259/convert-floats-to-ints-in-pandas)
* [python - Convert Pandas dataframe to csv string - Stack Overflow](https://stackoverflow.com/questions/23231605/convert-pandas-dataframe-to-csv-string)
* [python - Convert pandas dataframe to tuple of tuples - Stack Overflow](https://stackoverflow.com/questions/51897708/convert-pandas-dataframe-to-tuple-of-tuples)
* [python - Convert Scientific Notation to Float - Stack Overflow](https://stackoverflow.com/questions/25099626/convert-scientific-notation-to-float)
* [python - Count unique values with pandas per groups - Stack Overflow](https://stackoverflow.com/questions/38309729/count-unique-values-with-pandas-per-groups)
* [python - Counting duplicate values in Pandas DataFrame - Stack Overflow](https://stackoverflow.com/questions/33993592/counting-duplicate-values-in-pandas-dataframe)
* [python - Creating an empty Pandas DataFrame, then filling it? - Stack Overflow](https://stackoverflow.com/questions/13784192/creating-an-empty-pandas-dataframe-then-filling-it)
* [python - Deleting DataFrame row in Pandas based on column value - Stack Overflow](https://stackoverflow.com/questions/18172851/deleting-dataframe-row-in-pandas-based-on-column-value)
* [python - Efficient way to apply multiple filters to pandas DataFrame or Series - Stack Overflow](https://stackoverflow.com/questions/13611065/efficient-way-to-apply-multiple-filters-to-pandas-dataframe-or-series)
* [python - Extract column value based on another column in Pandas - Stack Overflow](https://stackoverflow.com/questions/36684013/extract-column-value-based-on-another-column-in-pandas)
* [python - Find length of longest string in Pandas dataframe column - Stack Overflow](https://stackoverflow.com/questions/21295334/find-length-of-longest-string-in-pandas-dataframe-column)
* [python - Finding the mean and standard deviation of a timedelta object in pandas df - Stack Overflow](https://stackoverflow.com/questions/44616546/finding-the-mean-and-standard-deviation-of-a-timedelta-object-in-pandas-df)
* [python - Generate SQL statements from a Pandas Dataframe - Stack Overflow](https://stackoverflow.com/questions/31071952/generate-sql-statements-from-a-pandas-dataframe)
* [python - Get first and second highest values in pandas columns - Stack Overflow](https://stackoverflow.com/questions/39066260/get-first-and-second-highest-values-in-pandas-columns)
* [python - get list from pandas dataframe column - Stack Overflow](https://stackoverflow.com/questions/22341271/get-list-from-pandas-dataframe-column)
* [python - Group dataframe and get sum AND count? - Stack Overflow](https://stackoverflow.com/questions/38174155/group-dataframe-and-get-sum-and-count)
* [python - How can I detect if trend is increasing or decreasing in time series? - Stack Overflow](https://stackoverflow.com/questions/55649356/how-can-i-detect-if-trend-is-increasing-or-decreasing-in-time-series)
* [python - How can I replace all the NaN values with Zeros in a column of a pandas dataframe - Stack Overflow](https://stackoverflow.com/questions/13295735/how-can-i-replace-all-the-nan-values-with-zeros-in-a-column-of-a-pandas-datafram)
* [python - How do I expand the output display to see more columns of a pandas DataFrame? - Stack Overflow](https://stackoverflow.com/questions/11707586/how-do-i-expand-the-output-display-to-see-more-columns-of-a-pandas-dataframe)
* [python - How do I get interactive plots again in Spyder/IPython/matplotlib? - Stack Overflow](https://stackoverflow.com/questions/23585126/how-do-i-get-interactive-plots-again-in-spyder-ipython-matplotlib)
* [python - How do I get the row count of a pandas DataFrame? - Stack Overflow](https://stackoverflow.com/questions/15943769/how-do-i-get-the-row-count-of-a-pandas-dataframe)
* [python - How do I write JSON data to a file? - Stack Overflow](https://stackoverflow.com/questions/12309269/how-do-i-write-json-data-to-a-file)
* [python - How to add an empty column to a dataframe? - Stack Overflow](https://stackoverflow.com/questions/16327055/how-to-add-an-empty-column-to-a-dataframe)
* [python - How to change the order of DataFrame columns? - Stack Overflow](https://stackoverflow.com/questions/13148429/how-to-change-the-order-of-dataframe-columns)
* [python - How to check if a column exists in Pandas - Stack Overflow](https://stackoverflow.com/questions/24870306/how-to-check-if-a-column-exists-in-pandas)
* [python - How to check whether a pandas DataFrame is empty? - Stack Overflow](https://stackoverflow.com/questions/19828822/how-to-check-whether-a-pandas-dataframe-is-empty)
* [python - How to dump a collection to json file using pymongo - Stack Overflow](https://stackoverflow.com/questions/49153020/how-to-dump-a-collection-to-json-file-using-pymongo)
* [python - How to get a value from a cell of a dataframe? - Stack Overflow](https://stackoverflow.com/questions/16729574/how-to-get-a-value-from-a-cell-of-a-dataframe)
* [python - How to iterate over rows in a DataFrame in Pandas? - Stack Overflow](https://stackoverflow.com/questions/16476924/how-to-iterate-over-rows-in-a-dataframe-in-pandas)
* [python - How to iterate over worksheets in workbook, openpyxl - Stack Overflow](https://stackoverflow.com/questions/18495672/how-to-iterate-over-worksheets-in-workbook-openpyxl)
* [python - How to load a tsv file into a Pandas DataFrame? - Stack Overflow](https://stackoverflow.com/questions/9652832/how-to-load-a-tsv-file-into-a-pandas-dataframe)
* [python - How to merge two dataframes side-by-side? - Stack Overflow](https://stackoverflow.com/questions/23891575/how-to-merge-two-dataframes-side-by-side)
* [python - How to print only a certain column of DataFrame in PySpark? - Stack Overflow](https://stackoverflow.com/questions/35913506/how-to-print-only-a-certain-column-of-dataframe-in-pyspark)
* [python - How to put two decimals in cell with type of percent - Stack Overflow](https://stackoverflow.com/questions/30050716/how-to-put-two-decimals-in-cell-with-type-of-percent)
* [python - How to read a Parquet file into Pandas DataFrame? - Stack Overflow](https://stackoverflow.com/questions/33813815/how-to-read-a-parquet-file-into-pandas-dataframe)
* [python - How to rearrange Pandas column sequence? - Stack Overflow](https://stackoverflow.com/questions/12329853/how-to-rearrange-pandas-column-sequence/23741704)
* [python - How to replace NaN values by Zeroes in a column of a Pandas Dataframe? - Stack Overflow](https://stackoverflow.com/questions/13295735/how-to-replace-nan-values-by-zeroes-in-a-column-of-a-pandas-dataframe)
* [python - How to replace text in a column of a Pandas dataframe? - Stack Overflow](https://stackoverflow.com/questions/28986489/how-to-replace-text-in-a-column-of-a-pandas-dataframe)
* [python - How to sort mongodb with pymongo - Stack Overflow](https://stackoverflow.com/questions/8109122/how-to-sort-mongodb-with-pymongo)
* [python - how to sort pandas dataframe from one column - Stack Overflow](https://stackoverflow.com/questions/37787698/how-to-sort-pandas-dataframe-from-one-column)
* [python - How to store mySQL query result into pandas DataFrame with pymysql? - Stack Overflow](https://stackoverflow.com/questions/47328402/how-to-store-mysql-query-result-into-pandas-dataframe-with-pymysql)
* [python - How to use pandas to group pivot table results by week? - Stack Overflow](https://stackoverflow.com/questions/19035536/how-to-use-pandas-to-group-pivot-table-results-by-week)
* [python - Hyperlink style in Openpyxl - Stack Overflow](https://stackoverflow.com/questions/32802296/hyperlink-style-in-openpyxl)
* [python - Identifying cell in Openpyxl - Stack Overflow](https://stackoverflow.com/questions/30992146/identifying-cell-in-openpyxl)
* [python - Insert a row to pandas dataframe - Stack Overflow](https://stackoverflow.com/questions/24284342/insert-a-row-to-pandas-dataframe)
* [python - Iterate through columns in Read-only workbook in openpyxl - Stack Overflow](https://stackoverflow.com/questions/47582274/iterate-through-columns-in-read-only-workbook-in-openpyxl?rq=1)
* [python - join or merge with overwrite in pandas - Stack Overflow](https://stackoverflow.com/questions/9787853/join-or-merge-with-overwrite-in-pandas)
* [python - Match unescaped quotes in quoted csv - Stack Overflow](https://stackoverflow.com/questions/43623701/match-unescaped-quotes-in-quoted-csv)
* [python - Merge two dataframes by index - Stack Overflow](https://stackoverflow.com/questions/40468069/merge-two-dataframes-by-index/40468090)
* [python - MySQLdb.cursor.execute can't run multiple queries - Stack Overflow](https://stackoverflow.com/questions/20518677/mysqldb-cursor-execute-cant-run-multiple-queries)
* [python - obtaining last value of dataframe column without index - Stack Overflow](https://stackoverflow.com/questions/34166030/obtaining-last-value-of-dataframe-column-without-index/34166097)
* [python - Open S3 object as a string with Boto3 - Stack Overflow](https://stackoverflow.com/questions/31976273/open-s3-object-as-a-string-with-boto3)
* [python - openpyxl check for empty cell - Stack Overflow](https://stackoverflow.com/questions/7907928/openpyxl-check-for-empty-cell)
* [python - openpyxl formatting cell with decimal - Stack Overflow](https://stackoverflow.com/questions/49525545/openpyxl-formatting-cell-with-decimal)
* [python - Openpyxl Hide Series Data Points from Legend - Stack Overflow](https://stackoverflow.com/questions/42955517/openpyxl-hide-series-data-points-from-legend/43196376)
* [python - Openpyxl setting number format - Stack Overflow](https://stackoverflow.com/questions/12387212/openpyxl-setting-number-format)
* [python - Openpyxl: How to add filters to all columns - Stack Overflow](https://stackoverflow.com/questions/51566349/openpyxl-how-to-add-filters-to-all-columns)
* [python - Openpyxl.utils.exceptions.IllegalcharacterError - Stack Overflow](https://stackoverflow.com/questions/49844925/openpyxl-utils-exceptions-illegalcharactererror)
* [python - Pandas - check if ALL values are NaN in Series - Stack Overflow](https://stackoverflow.com/questions/33147158/pandas-check-if-all-values-are-nan-in-series)
* [python - Pandas - Groupby with conditional formula - Stack Overflow](https://stackoverflow.com/questions/45083000/pandas-groupby-with-conditional-formula/45083237)
* [python - Pandas DataFrame Groupby two columns and get counts - Stack Overflow](https://stackoverflow.com/questions/17679089/pandas-dataframe-groupby-two-columns-and-get-counts)
* [python - Pandas DataFrame to List of Lists - Stack Overflow](https://stackoverflow.com/questions/28006793/pandas-dataframe-to-list-of-lists)
* [python - Pandas dataframe total row - Stack Overflow](https://stackoverflow.com/questions/21752399/pandas-dataframe-total-row)
* [python - Pandas every nth row - Stack Overflow](https://stackoverflow.com/questions/25055712/pandas-every-nth-row)
* [python - pandas get rows which are NOT in other dataframe - Stack Overflow](https://stackoverflow.com/questions/28901683/pandas-get-rows-which-are-not-in-other-dataframe)
* [python - Pandas Groupby and Sum Only One Column - Stack Overflow](https://stackoverflow.com/questions/38985053/pandas-groupby-and-sum-only-one-column)
* [python - pandas how to check dtype for all columns in a dataframe? - Stack Overflow](https://stackoverflow.com/questions/40353079/pandas-how-to-check-dtype-for-all-columns-in-a-dataframe)
* [python - Pandas read_csv from url - Stack Overflow](https://stackoverflow.com/questions/32400867/pandas-read-csv-from-url)
* [python - Pandas row to json - Stack Overflow](https://stackoverflow.com/questions/36051134/pandas-row-to-json)
* [python - Pandas select the second to last column which is also not nan - Stack Overflow](https://stackoverflow.com/questions/37955900/pandas-select-the-second-to-last-column-which-is-also-not-nan)
* [python - Pandas Split Dataframe into two Dataframes - Stack Overflow](https://stackoverflow.com/questions/41624241/pandas-split-dataframe-into-two-dataframes/41624272)
* [python - pandas: filter rows of DataFrame with operator chaining - Stack Overflow](https://stackoverflow.com/questions/11869910/pandas-filter-rows-of-dataframe-with-operator-chaining)
* [python - pandas: filter rows of DataFrame with operator chaining - Stack Overflow](https://stackoverflow.com/questions/11869910/pandas-filter-rows-of-dataframe-with-operator-chaining?rq=1)
* [python - pandas: merge (join) two data frames on multiple columns - Stack Overflow](https://stackoverflow.com/questions/41815079/pandas-merge-join-two-data-frames-on-multiple-columns)
* [python - Pandas: sum DataFrame rows for given columns - Stack Overflow](https://stackoverflow.com/questions/25748683/pandas-sum-dataframe-rows-for-given-columns)
* [python - pymysql fetchall() results as dictionary? - Stack Overflow](https://stackoverflow.com/questions/4940670/pymysql-fetchall-results-as-dictionary)
* [python - Rename specific column(s) in pandas - Stack Overflow](https://stackoverflow.com/questions/19758364/rename-specific-columns-in-pandas)
* [python - Renaming columns in pandas - Stack Overflow](https://stackoverflow.com/questions/11346283/renaming-columns-in-pandas)
* [python - Renaming columns in pandas dataframe using regular expressions - Stack Overflow](https://stackoverflow.com/questions/32751512/renaming-columns-in-pandas-dataframe-using-regular-expressions)
* [python - replacing NaT with 0 days - Stack Overflow](https://stackoverflow.com/questions/49240881/replacing-nat-with-0-days)
* [python - Replicating GROUP_CONCAT for pandas.DataFrame - Stack Overflow](https://stackoverflow.com/questions/18138693/replicating-group-concat-for-pandas-dataframe)
* [python - round a single column in pandas - Stack Overflow](https://stackoverflow.com/questions/26133538/round-a-single-column-in-pandas)
* [python - Running Jupyter via command line on Windows - Stack Overflow](https://stackoverflow.com/questions/41034866/running-jupyter-via-command-line-on-windows)
* [python - Saving UTF-8 texts with json.dumps as UTF-8, not as a \u escape sequence - Stack Overflow](https://stackoverflow.com/questions/18337407/saving-utf-8-texts-with-json-dumps-as-utf-8-not-as-a-u-escape-sequence)
* [python - Search for "does-not-contain" on a DataFrame in pandas - Stack Overflow](https://stackoverflow.com/questions/17097643/search-for-does-not-contain-on-a-dataframe-in-pandas)
* [python - Select by partial string from a pandas DataFrame - Stack Overflow](https://stackoverflow.com/questions/11350770/select-by-partial-string-from-a-pandas-dataframe)
* [python - Set order of columns in pandas dataframe - Stack Overflow](https://stackoverflow.com/questions/41968732/set-order-of-columns-in-pandas-dataframe)
* [python - Set value for particular cell in pandas DataFrame using index - Stack Overflow](https://stackoverflow.com/questions/13842088/set-value-for-particular-cell-in-pandas-dataframe-using-index)
* [python - Show 2 plots at same time instead of one after another in matplotlib - Stack Overflow](https://stackoverflow.com/questions/42595052/show-2-plots-at-same-time-instead-of-one-after-another-in-matplotlib)
* [python - Simulate autofit column in xslxwriter - Stack Overflow](https://stackoverflow.com/questions/29463274/simulate-autofit-column-in-xslxwriter)
* [python - Split a pandas DataFrame column into a variable number of columns - Stack Overflow](https://stackoverflow.com/questions/71165288/split-a-pandas-dataframe-column-into-a-variable-number-of-columns)
* [python - Update index after sorting data-frame - Stack Overflow](https://stackoverflow.com/questions/33165734/update-index-after-sorting-data-frame/33165860)
* [python - Use a list of values to select rows from a pandas dataframe - Stack Overflow](https://stackoverflow.com/questions/12096252/use-a-list-of-values-to-select-rows-from-a-pandas-dataframe)
* [python - Use Flask to convert a Pandas dataframe to CSV and serve a download - Stack Overflow](https://stackoverflow.com/questions/38634862/use-flask-to-convert-a-pandas-dataframe-to-csv-and-serve-a-download)
* [python - Writing a connection string when password contains special characters - Stack Overflow](https://stackoverflow.com/questions/1423804/writing-a-connection-string-when-password-contains-special-characters)
* [python - Writing a pandas DataFrame to CSV file - Stack Overflow](https://stackoverflow.com/questions/16923281/writing-a-pandas-dataframe-to-csv-file)
* [python 2.7 - Openpyxl change the dimension of a chart - Stack Overflow](https://stackoverflow.com/questions/36603753/openpyxl-change-the-dimension-of-a-chart)
* [python 3.x - pymysql stopped working : NameError: name 'byte2int' is not defined - Stack Overflow](https://stackoverflow.com/questions/51565646/pymysql-stopped-working-nameerror-name-byte2int-is-not-defined)
* [python dataframe pandas drop column using int - Stack Overflow](https://stackoverflow.com/questions/20297317/python-dataframe-pandas-drop-column-using-int)
* [Python Pandas Conditional Sum with Groupby - Stack Overflow](https://stackoverflow.com/questions/17266129/python-pandas-conditional-sum-with-groupby)
* [Python pandas Filtering out nan from a data selection of a column of strings - Stack Overflow](https://stackoverflow.com/questions/22551403/python-pandas-filtering-out-nan-from-a-data-selection-of-a-column-of-strings)
* [Python pandas unique value ignoring NaN - Stack Overflow](https://stackoverflow.com/questions/46218652/python-pandas-unique-value-ignoring-nan/46218844)
* [Python: pandas merge multiple dataframes - Stack Overflow](https://stackoverflow.com/questions/44327999/python-pandas-merge-multiple-dataframes/44338256)
* [Removing gridlines from excel using python (openpyxl) - Stack Overflow](https://stackoverflow.com/questions/16342893/removing-gridlines-from-excel-using-python-openpyxl)
* [Save Dataframe to csv directly to s3 Python - Stack Overflow](https://stackoverflow.com/questions/38154040/save-dataframe-to-csv-directly-to-s3-python)
* [Search and filter pandas dataframe with regular expressions - Stack Overflow](https://stackoverflow.com/questions/32614357/search-and-filter-pandas-dataframe-with-regular-expressions)
* thispointer.com
* [Pandas : Drop rows from a dataframe with missing values or NaN in columns – thispointer.com](https://thispointer.com/pandas-drop-rows-from-a-dataframe-with-missing-values-or-nan-in-columns/)
* [Pandas : Find duplicate rows in a Dataframe based on all or selected columns using DataFrame.duplicated() in Python – thispointer.com](https://thispointer.com/pandas-find-duplicate-rows-in-a-dataframe-based-on-all-or-selected-columns-using-dataframe-duplicated-in-python/)
* [Pandas : Get unique values in columns of a Dataframe in Python – thispointer.com](https://thispointer.com/pandas-get-unique-values-in-single-or-multiple-columns-of-a-dataframe-in-python/)
* [Pandas : How to create an empty DataFrame and append rows & columns to it in python – thispointer.com](https://thispointer.com/pandas-how-to-create-an-empty-dataframe-and-append-rows-columns-to-it-in-python/)
* [Pandas : How to Merge Dataframes using Dataframe.merge() in Python – Part 1 – thispointer.com](https://thispointer.com/pandas-how-to-merge-dataframes-using-dataframe-merge-in-python-part-1/)
* [Pandas : Loop or Iterate over all or certain columns of a dataframe – thispointer.com](https://thispointer.com/pandas-loop-or-iterate-over-all-or-certain-columns-of-a-dataframe/)
* [Python : Join / Merge lists ( two or more) – thispointer.com](https://thispointer.com/python-how-to-merge-two-or-more-lists/)
* [Python Pandas : How to add rows in a DataFrame using dataframe.append() & loc[] , iloc[] – thispointer.com](https://thispointer.com/python-pandas-how-to-add-rows-in-a-dataframe-using-dataframe-append-loc-iloc/)
* [Python: How to create a zip archive from multiple files or Directory – thispointer.com](https://thispointer.com/python-how-to-create-a-zip-archive-from-multiple-files-or-directory/)
* [Select Rows & Columns by Name or Index in DataFrame using loc & iloc – thispointer.com](https://thispointer.com/select-rows-columns-by-name-or-index-in-dataframe-using-loc-iloc-python-pandas/)
* voltrondata.com
* [Arrow Database Connectivity: Apache Arrow for Every Database User | Voltron Data](https://voltrondata.com/resources/arrow-database-connectivity-apache-arrow-for-every-database-user)
* [Quick Wins: Accelerating pandas CSV Reading with Apache Arrow - Voltron Data](https://voltrondata.com/news/quick-wins-accelerating-pandas-csv-reading-with-apache-arrow/)
* [Running an Arrow Flight SQL Server and Querying Data with JDBC and ADBC | Voltron Data](https://voltrondata.com/resources/running-arrow-flight-server-querying-data-jdbc-adbc)
* www.analyticsvidhya.com
* [Pandas Pivot table | Create Pivot Table Using Pandas in Python](https://www.analyticsvidhya.com/blog/2020/03/pivot-table-pandas-python/)
* www.datacamp.com
* [Joining DataFrames in pandas Tutorial](https://www.datacamp.com/community/tutorials/joining-dataframes-pandas)
* [PySpark Cheat Sheet: Spark DataFrames in Python | DataCamp](https://www.datacamp.com/cheat-sheet/pyspark-cheat-sheet-spark-dataframes-in-python)
* www.delftstack.com
* [Count Unique Values Per Group(s) in Pandas | Delft Stack](https://www.delftstack.com/howto/python-pandas/how-to-count-unique-values-with-pandas-per-groups/)
* [Hide Axis Text Ticks and/or Tick Labels in Matplotlib | Delft Stack](https://www.delftstack.com/howto/matplotlib/how-to-hide-axis-text-ticks-and-or-tick-labels-in-matplotlib/#xaxis.set_ticklabels%2fyaxis.set_ticklabels-to-hide-axis-label-%2f-text-in-matplotlib)
* www.kdnuggets.com
* [10 Essential Pandas Functions Every Data Scientist Should Know - KDnuggets](https://www.kdnuggets.com/10-essential-pandas-functions-every-data-scientist-should-know)
* [7 Essential Data Quality Checks with Pandas - KDnuggets](https://www.kdnuggets.com/7-essential-data-quality-checks-with-pandas)
* www.pythonprogramming.in
* [Calculate sum across rows and columns in Pandas DataFrame - PythonProgramming.in](https://www.pythonprogramming.in/calculate-sum-across-rows-and-columns-in-pandas-dataframe.html)
* [Get Unique row values from DataFrame Column - PythonProgramming.in](https://www.pythonprogramming.in/get-unique-row-values-from-dataframe-column.html)
* [How to change the order of DataFrame columns in Pandas? - PythonProgramming.in](https://www.pythonprogramming.in/how-to-change-the-order-of-dataframe-columns.html)
* [How to get a value from a cell of a DataFrame? - PythonProgramming.in](https://www.pythonprogramming.in/how-to-get-a-value-from-a-cell-of-a-dataframe.html)
* [Iterate over rows and columns in Pandas DataFrame - PythonProgramming.in](https://www.pythonprogramming.in/iterate-over-rows-and-columns-pandas-dataframe.html)
* www.statology.org
* [How to Merge Two Pandas DataFrames on Index - Statology](https://www.statology.org/pandas-merge-on-index/)
* [How to Slice Pandas DataFrame into Chunks - Statology](https://www.statology.org/pandas-chunk-dataframe/)
* [Pandas: How to Query Column Name with Space - Statology](https://www.statology.org/pandas-query-column-name-with-space/)
* www.w3resource.com
* [Pandas DataFrame: combine_first() function - w3resource](https://www.w3resource.com/pandas/dataframe/dataframe-combine_first.php)
* [Pandas DataFrame: dropna() function - w3resource](https://www.w3resource.com/pandas/dataframe/dataframe-dropna.php)
* [Pandas DataFrame: loc() function - w3resource](https://www.w3resource.com/pandas/dataframe/dataframe-loc.php)
* www.w3schools.com
* [Python MongoDB Create Collection](https://www.w3schools.com/python/python_mongodb_create_collection.asp)
* [Python MongoDB Drop Collection](https://www.w3schools.com/python/python_mongodb_drop_collection.asp)
* [Python MongoDB Find](https://www.w3schools.com/python/python_mongodb_find.asp)
* [Python MongoDB Insert Document](https://www.w3schools.com/python/python_mongodb_insert.asp)
* [Python MongoDB Limit](https://www.w3schools.com/python/python_mongodb_limit.asp)
* [Python MongoDB Query](https://www.w3schools.com/python/python_mongodb_query.asp)
* [Python MongoDB Sort](https://www.w3schools.com/python/python_mongodb_sort.asp)
* [Python MongoDB Update](https://www.w3schools.com/python/python_mongodb_update.asp)
* www.youtube.com
* [Bryan Cafferky - YouTube](https://www.youtube.com/@BryanCafferky)
* [Learn Data with Mark - YouTube](https://www.youtube.com/@learndatawithmark)
* [3 Ways To Perform Quick Exploratory Data Analysis in Python – Predictive Hacks](https://predictivehacks.com/3-ways-to-perform-quick-exploratory-data-analysis-in-python/#more-6459)
* [Apply a function to every row in a pandas dataframe](http://jonathansoma.com/lede/foundations/classes/pandas%20columns%20and%20functions/apply-a-function-to-every-row-in-a-pandas-dataframe/)
* [Change the order of columns in Pandas dataframe](https://erikrood.com/Python_References/change_order_dataframe_columns_final.html)
* [Check if a column contains specific string in a Pandas Dataframe - The Coding Bot](https://thecodingbot.com/check-if-a-column-contains-specific-string-in-a-pandas-dataframe/)
* [Dash Bootstrap Components Quickstart](https://dash-bootstrap-components.opensource.faculty.ai/docs/)
* [How to add a dataframe to an existing excel file](https://python-forum.io/Thread-How-to-add-a-dataframe-to-an-existing-excel-file)
* [How to iterate over rows in Pandas: Most efficient options – LearnDataSci](https://www.learndatasci.com/solutions/how-iterate-over-rows-pandas/)
* [How to write parquet file from pandas dataframe in S3 in python | Newbedev](https://newbedev.com/how-to-write-parquet-file-from-pandas-dataframe-in-s3-in-python)
* [LanceDB: Your Trusted Steed in the Joust Against Data Complexity](https://blog.min.io/lancedb-trusted-steed-against-data-complexity/)
* [Mirai Solutions :: Apache Arrow Flight at first glance](https://mirai-solutions.ch/news/2020/06/11/apache-arrow-flight-tutorial/)
* [Multiple Criteria Filtering | Machine Learning, Deep Learning, and Computer Vision](https://www.ritchieng.com/pandas-multi-criteria-filtering/)
* [OSS Python API - LanceDB Docs](https://lancedb.github.io/lancedb/python/python/#lancedb.table.Table)
* [Pandas - Split Column by Delimiter - Data Science Parichay](https://datascienceparichay.com/article/pandas-split-column-by-delimiter/)
* [Pandas DataFrames - Writing to and reading from MySQL Table | Pythontic.com](https://pythontic.com/pandas/serialization/mysql)
* [Pandas Tutorial - Selecting Rows From a DataFrame | Novixys Software Dev Blog](https://www.novixys.com/blog/pandas-tutorial-select-dataframe/)
* [Pandas Vs PySpark](https://sargupta93.medium.com/hello-world-of-pyspark-for-python-pandas-user-pandas-vs-pyspark-dba7e626556e)
* [Polars, DuckDB, Pandas, Modin, Ponder, Fugue, Daft — which one is the best dataframe and SQL tool? | Kestra](https://kestra.io/blogs/2023-08-11-dataframes)
* [PySpark: DB To Dataframe](https://dbmstutorials.com/pyspark/spark-db-to-dataframe.html)
* [python - Calculating time deltas between rows in a Pandas dataframe - Code Review Stack Exchange](https://codereview.stackexchange.com/questions/210070/calculating-time-deltas-between-rows-in-a-pandas-dataframe)
* [python - Export pandas to dictionary by combining multiple row values - Data Science Stack Exchange](https://datascience.stackexchange.com/questions/32328/export-pandas-to-dictionary-by-combining-multiple-row-values)
* [Python Openpyxl Tutorial - javatpoint](https://www.javatpoint.com/python-openpyxl)
* [SettingwithCopyWarning: How to Fix This Warning in Pandas – Dataquest](https://www.dataquest.io/blog/settingwithcopywarning/)
* [Supercharge Your Data Pipelines with Advanced Apache Arrow | by Ravish Kumar | Data Engineer Things](https://blog.det.life/supercharge-your-data-pipelines-with-advanced-apache-arrow-116f8033ceb3)
* [Working with MultiIndex and Pivot Tables in Pandas and Python - Parametric Thoughts](https://janakiev.com/blog/pandas-multiindex-pivot/)
* [Working with S3 in Python using Boto3](https://hands-on.cloud/working-with-s3-in-python-using-boto3/)
* Data Exchange Protocols
* Arrow Flight
* Arrow Flight How To
* arrow.apache.org
* [Arrow Flight — Apache Arrow Python Cookbook documentation](https://arrow.apache.org/cookbook/py/flight.html)
* [Introducing Apache Arrow Flight SQL: Accelerating Database Access | Apache Arrow](https://arrow.apache.org/blog/2022/02/16/introducing-arrow-flight-sql/)
* [Introducing Apache Arrow Flight: A Framework for Fast Data Transport | Apache Arrow](https://arrow.apache.org/blog/2019/10/13/introducing-arrow-flight/)
* github.com
* [arkady-emelyanov/pyarrow-flight: Apache Arrow Flight example](https://github.com/arkady-emelyanov/pyarrow-flight)
* [arrow-cookbook/flight.rst at main · apache/arrow-cookbook](https://github.com/apache/arrow-cookbook/blob/main/python/source/flight.rst)
* [arrow-flight-client-examples/python at main · dremio-hub/arrow-flight-client-examples](https://github.com/dremio-hub/arrow-flight-client-examples/tree/main/python)
* [arrow/python/examples/flight at master · apache/arrow](https://github.com/apache/arrow/tree/master/python/examples/flight)
* [arrow/test_flight.py at master · apache/arrow](https://github.com/apache/arrow/blob/master/python/pyarrow/tests/test_flight.py)
* [voltrondata/flight-sql-server-example: An example Flight SQL Server implementation](https://github.com/voltrondata/flight-sql-server-example)
* voltrondata.com
* [Apache Arrow Flight: A Primer | Voltron Data](https://voltrondata.com/resources/apache-arrow-flight-primer)
* [Simplifying database connectivity with Arrow Flight SQL and ADBC • Voltron Data](https://voltrondata.com/resources/simplifying-database-connectivity-with-arrow-flight-sql-and-adbc)
* [Benchmarking Apache Arrow Flight -- A wire-speed protocol for data transfer, querying and microservices](https://www.researchgate.net/publication/359814346_Benchmarking_Apache_Arrow_Flight_--_A_wire-speed_protocol_for_data_transfer_querying_and_microservices)
* [Notes from a data witch - Building an Arrow Flight server](https://blog.djnavarro.net/posts/2022-10-18_arrow-flight/)
* [Arrow Flight](https://arrow.apache.org/docs/python/api/flight.html)
* [Arrow Flight SQL](https://arrow.apache.org/docs/format/FlightSql.html)
* [ADBC documentation](https://arrow.apache.org/adbc/current/python/quickstart.html)
* [arrow-odbc · PyPI](https://pypi.org/project/arrow-odbc/)
* Data Formats
* Arrow
* Arrow How To
* arrow.apache.org
* [Data Types and Schemas](https://arrow.apache.org/docs/python/api/datatypes.html)
* [Feather File Format](https://arrow.apache.org/docs/python/feather.html)
* [Filesystem Interface](https://arrow.apache.org/docs/python/filesystems.html)
* [Pandas Integration](https://arrow.apache.org/docs/python/pandas.html)
* [Reading and Writing Data - Apache Arrow Python Cookbook](https://arrow.apache.org/cookbook/py/io.html)
* [Reading and Writing the Apache Parquet Format](https://arrow.apache.org/docs/python/parquet.html)
* [Tabular Datasets](https://arrow.apache.org/docs/python/dataset.html)
* github.com
* [amoeba/pyarrow-ipc-example: An example showing how to send compressed RecordBatches over HTTP with PyArrow.](https://github.com/amoeba/pyarrow-ipc-example/tree/main)
* stackoverflow.com
* [How to read partitioned parquet files from S3 using pyarrow in python - Stack Overflow](https://stackoverflow.com/questions/45082832/how-to-read-partitioned-parquet-files-from-s3-using-pyarrow-in-python)
* [How to write a pandas dataframe to .arrow file - Stack Overflow](https://stackoverflow.com/questions/64629670/how-to-write-a-pandas-dataframe-to-arrow-file)
* [javascript - How to correctly read an Apache Arrow Feather file produced by pyarrow? - Stack Overflow](https://stackoverflow.com/questions/66585511/how-to-correctly-read-an-apache-arrow-feather-file-produced-by-pyarrow)
* [python - Using predicates to filter rows from pyarrow.parquet.ParquetDataset - Stack Overflow](https://stackoverflow.com/questions/56522977/using-predicates-to-filter-rows-from-pyarrow-parquet-parquetdataset)
* voltrondata.com
* [Dataframe Interoperability in Python: How PyArrow Enables Modular Workflows • Voltron Data](https://voltrondata.com/resources/dataframe-interoperability-python-pyarrow-enables-modular-workflows)
* [nanoarrow: A Lightweight, Embeddable Arrow Implementation for Data Pipelines • Voltron Data](https://voltrondata.com/resources/nanoarrow-lightweight-embeddable-arrow-implementation-data-pipelines)
* [Apache Arrow](https://arrow.apache.org/)
* CSV
* [RFC 4180 - Common Format and MIME Type for Comma-Separated Values (CSV) Files](https://datatracker.ietf.org/doc/html/rfc4180)
* JSON
* GeoJSON
* [GeoJSON](https://geojson.org/)
* [GeoJSON - Wikipedia](https://en.wikipedia.org/wiki/GeoJSON)
* [geojson.io](https://geojson.io/)
* [World countries in JSON, CSV, XML and YAML](https://mledoze.github.io/countries/)
* JSON Processing
* [JSON Diff - The semantic JSON compare tool](http://www.jsondiff.com/)
* [JSON Formatter & Validator](https://jsonformatter.curiousconcept.com/#)
* [JSONLint - The JSON Validator](https://jsonlint.com/)
* [JSON](https://www.json.org/json-en.html)
* [JSON Lines](https://jsonlines.org/)
* Parquet
* [Apache Parquet](https://parquet.apache.org/)
* [What is the Parquet File Format? Use Cases & Benefits | Upsolver](https://www.upsolver.com/blog/apache-parquet-why-use)
* XML
* EpiDoc
* EpiDoc Processing
* Java
* [EpiDoc/EFES: EFES (EpiDoc Front End Services)](https://github.com/EpiDoc/EFES)
* JavaScript
* CHETC-JS
* [Chapel Hill Electronic Text Converter - The Digital Classicist Wiki](https://wiki.digitalclassicist.org/Chapel_Hill_Electronic_Text_Converter)
* [CHETC-JS](https://cds.library.brown.edu/projects/chet-c/chetc.html)
* [EpiDoc - CHET-C-Javascript](https://sourceforge.net/projects/epidoc/files/OldFiles/chetc-js/r2/)
* [ddmitov/epigraphista: EpiDoc XML file creator](https://github.com/ddmitov/epigraphista)
* Python
* [andredelft/leidenmark: A markdown extension for converting Leiden+ epigraphic text to TEI XML/HTML](https://github.com/andredelft/leidenmark)
* [EpiDoc/ETC.py: Python implementation of the old CHETC.js epigraphic Leiden to EpiDoc converter](https://github.com/EpiDoc/ETC.py)
* [Xennis/epidoc-parser: Parser for EpiDoc (Epigraphic Documents in TEI XML)](https://github.com/Xennis/epidoc-parser)
* EpiDoc Standard
* epidoc.stoa.org
* Bulgarian
* [EpiDoc Речник](https://epidoc.stoa.org/gl/latest/app-glossary-bg.html)
* [Деликатно въведение в маркирането с xml за епиграфи](https://epidoc.stoa.org/gl/latest/intro-eps-bg.html)
* [Как да използваме Насoките за EpiDoc](http://www.stoa.org/epidoc/gl/latest/intro-intro-bg.html)
* English
* [EpiDoc Guidelines](https://epidoc.stoa.org/gl/latest/)
* [Gentle Introduction to Mark-up for Epigraphers](https://epidoc.stoa.org/gl/latest/intro-eps.html)
* [Index of /epidoc/schema/latest](http://www.stoa.org/epidoc/schema/latest/)
* [Structure of an EpiDoc edition](http://www.stoa.org/epidoc/gl/latest/supp-structure.html)
* github.com
* [EpiDoc/Source](https://github.com/EpiDoc/Source/tree/main)
* [EpiDoc/Stylesheets](https://github.com/EpiDoc/Stylesheets)
* sourceforge.net
* [EpiDoc: Epigraphic Documents in TEI XML / Home / Examples](https://sourceforge.net/p/epidoc/wiki/Examples/)
* [EpiDoc: Epigraphic Documents in TEI XML / Home / Home](https://sourceforge.net/p/epidoc/wiki/Home/)
* [EpiDoc: Epigraphic Documents in TEI XML / Home / Software](https://sourceforge.net/p/epidoc/wiki/Software/)
* [EpiDoc: Epigraphic Documents in TEI XML download | SourceForge.net](https://sourceforge.net/projects/epidoc/)
* [EpiDoc: Epigraphic Documents in TEI XML](https://epidoc.stoa.org/)
* Inscription Sites
* [Inscriptions of Aphrodisias 2007: Inscriptions](https://insaph.kcl.ac.uk/insaph/iaph2007/inscriptions/index.html)
* [PATRIMONIVM - Documents](https://patrimonium.huma-num.fr/documents/list/)
* [Telamon](https://telamon.uni-sofia.bg/page/project)
* [Tituli Латински надписи от България - дигитално издание](https://tituli.epistone.net/)
* Open EpiDoc Data
* [epigraphic-database-heidelberg/data: Data Dumps of Epigraphic Database Heidelberg](https://github.com/epigraphic-database-heidelberg/data)
* [ISicily/ISicily: EpiDoc files for the I.Sicily project](https://github.com/ISicily/ISicily/tree/master)
* [Spunkle/EPIGRAPHY-CLUB-2015: A volunteer group of students creating Leiden-compliant, EpiDoc editions of the unpublished Latin & Greek inscriptions at Columbia's Rare Book & Manuscript Library](https://github.com/Spunkle/EPIGRAPHY-CLUB-2015/tree/master)
* [PATRIMONIVM EpiDoc Converter](https://patrimonium.huma-num.fr/atlas/epidoc-converter/)
* [TEI by Example | Tools | TBE Validation Service](https://teibyexample.org/exist/tools/TBEvalidator.htm)
* [TEIC/CETEIcean: TEI in HTML5 Custom Elements](https://github.com/TEIC/CETEIcean)
* RELAX NG
* [RELAX NG](https://relaxng.org/jclark/)
* [RELAX NG home page](https://relaxng.org/)
* [relaxng/jing-trang: Schema validation and conversion based on RELAX NG](https://github.com/relaxng/jing-trang)
* [Trang](https://relaxng.org/jclark/trang.html)
* XML How To
* stackoverflow.com
* [rest - What's the difference between text/xml vs application/xml for webservice response - Stack Overflow](https://stackoverflow.com/questions/4832357/whats-the-difference-between-text-xml-vs-application-xml-for-webservice-respons)
* [xml - XPath headache, find nodes with attributes between a range - Stack Overflow](https://stackoverflow.com/questions/1164612/xpath-headache-find-nodes-with-attributes-between-a-range)
* [xml - xpath to get Node containing text - Stack Overflow](https://stackoverflow.com/questions/6442430/xpath-to-get-node-containing-text)
* [xml - XPath with multiple conditions - Stack Overflow](https://stackoverflow.com/questions/10247978/xpath-with-multiple-conditions)
* XML Tools
* XML Editors
* [Best XML Editor Online](https://jsonformatter.org/xml-editor)
* [michmech/xonomy: A schema-driven XML editor for the web.](https://github.com/michmech/xonomy)
* [Best XML Formatter and XML Beautifier](https://jsonformatter.org/xml-formatter)
* [Jing](https://relaxng.org/jclark/jing.html)
* [XML Validator](https://www.w3schools.com/xml/xml_validator.asp)
* [Storage size and generation time in popular file formats | Adaltas](https://www.adaltas.com/en/2021/03/22/performance-comparison-of-file-formats/)
* Data Lakes
* Benchmarks
* [Setting the Table: Benchmarking Open Table Formats](https://brooklyndata.co/blog/benchmarking-open-table-formats?ref=arecadata.com)
* Formats
* Delta Lake
* [Delta Lake](https://delta.io/)
* [Delta Lake Documentation](https://delta-io.github.io/delta-rs/)
* [ingkle-oss/deltaquery](https://github.com/ingkle-oss/deltaquery/tree/main)
* [Apache Iceberg Documentation](https://iceberg.apache.org/docs/latest/)
* [OneTable](https://onetable.dev/)
* Ideas
* [Data Mesh Principles and Logical Architecture](https://martinfowler.com/articles/data-mesh-principles.html)
* Implementations
* Databricks
* Databricks How To
* databricks.com
* docs
* [Data objects in the Databricks Lakehouse | Databricks on AWS](https://docs.databricks.com/lakehouse/data-objects.html)
* [Databricks File System (DBFS) | Databricks on AWS](https://docs.databricks.com/data/databricks-file-system.html#!#user-interface)
* [Databricks SQL dashboards | Databricks on AWS](https://docs.databricks.com/sql/user/dashboards/index.html)
* [Databricks SQL visualizations | Databricks on AWS](https://docs.databricks.com/sql/user/visualizations/index.html)
* [DataFrames | Databricks](https://www.databricks.com/spark/getting-started-with-apache-spark/dataframes)
* [Delta Lake quickstart | Databricks on AWS](https://docs.databricks.com/delta/quick-start.html)
* [Enable table access control for your workspace | Databricks on AWS](https://docs.databricks.com/administration-guide/access-control/table-acl.html)
* [How to interact with files on Databricks | Databricks on AWS](https://docs.databricks.com/files/index.html#access-files-on-the-dbfs-root)
* [Introduction to DataFrames - Python | Databricks on AWS](https://docs.databricks.com/spark/latest/dataframes-datasets/introduction-to-dataframes-python.html)
* [Libraries | Databricks on AWS](https://docs.databricks.com/libraries/index.html)
* [Optimize conversion between PySpark and pandas DataFrames | Databricks on AWS](https://docs.databricks.com/spark/latest/spark-sql/spark-pandas.html)
* [Query databases using JDBC | Databricks on AWS](https://docs.databricks.com/external-data/jdbc.html)
* [Secret management | Databricks on AWS](https://docs.databricks.com/security/secrets/index.html)
* [Sign up for Databricks Community edition | Databricks on AWS](https://docs.databricks.com/getting-started/community-edition.html)
* [SQL databases using JDBC | Databricks on AWS](https://docs.databricks.com/data/data-sources/sql-databases.html)
* [Databricks Notebook Gallery - Databricks](https://www.databricks.com/discover/notebook-gallery)
* [Fine-Grained Time Series Forecasting With Facebook Prophet Updated for Apache Spark - The Databricks Blog](https://www.databricks.com/blog/2021/04/06/fine-grained-time-series-forecasting-at-scale-with-facebook-prophet-and-apache-spark-updated-for-spark-3.html)
* [Medallion Architecture – Databricks](https://www.databricks.com/glossary/medallion-architecture)
* [dbdemos - Install demos for Databricks Lakehouse](https://www.dbdemos.ai/)
* [Databricks Community Edition](https://community.cloud.databricks.com/)
* Dremio
* Dremio How To
* community.dremio.com
* [Basic guidelines for using dremio docker - Dremio](https://community.dremio.com/t/basic-guidelines-for-using-dremio-docker/1935)
* [Path /opt/dremio/data is not writable when try to run persist dremio docker - Dremio](https://community.dremio.com/t/path-opt-dremio-data-is-not-writable-when-try-to-run-persist-dremio-docker/3790)
* [Dremio vs Athena - Performance Benchmarks - Dremio](https://community.dremio.com/t/dremio-vs-athena-performance-benchmarks/)
* docs.dremio.com
* cloud
* [Accelerating Queries with Reflections - Dremio](https://docs.dremio.com/cloud/reflections/)
* [Connecting from Apache Superset or Preset to Dremio Cloud - Dremio](https://docs.dremio.com/cloud/client-applications/superset/)
* [Connecting from Microsoft Power BI - Dremio Cloud](https://docs.dremio.com/cloud/client-applications/power-bi/)
* [Connecting to a Dremio Software Cluster - Dremio](https://docs.dremio.com/cloud/sources/dremio/?mkt_tok=MzIxLU9EWC0xMTcAAAGJp_X04M_t63v2maBuof0AXmttGyoNw4rdh26UtBuu7mLw3Qb_ipsA5VYGYobfXW0dDdNvCWds2qIwGeiwXHPaetydJhQ_3HzsJZg9qdst6IYgnw)
* [Creating Apache Iceberg Tables - Dremio](https://docs.dremio.com/cloud/sql/commands/apache-iceberg-tables/apache-iceberg-create/)
* [Engines - Dremio](https://docs.dremio.com/cloud/api/engines/)
* [External Sources - Dremio](https://docs.dremio.com/cloud/sources/external/)
* [Inserting Data into Apache Iceberg Tables - Dremio](https://docs.dremio.com/cloud/sql/commands/apache-iceberg-tables/apache-iceberg-insert/)
* [Managing Clouds - Dremio](https://docs.dremio.com/cloud/cloud-entities/clouds/)
* [Managing Engines - Dremio](https://docs.dremio.com/cloud/workloads/engines/)
* [Managing Projects - Dremio](https://docs.dremio.com/cloud/cloud-entities/projects/)
* [Managing Your Data - Dremio](https://docs.dremio.com/cloud/data/)
* [Personal Access Tokens - Dremio](https://docs.dremio.com/cloud/security/authentication/personal-access-token/)
* [Prerequisites for Configuring Cloud Resources - Dremio](https://docs.dremio.com/cloud/getting-started/prerequisites/)
* [Python - Dremio](https://docs.dremio.com/cloud/client-applications/python/)
* [Querying Your Data - Dremio](https://docs.dremio.com/cloud/querying-data/)
* [Refreshing Reflections - Dremio](https://docs.dremio.com/cloud/reflections/refreshing-reflections/)
* [Scratch Directory - Dremio](https://docs.dremio.com/cloud/data/scratch/)
* [System Tables - Dremio](https://docs.dremio.com/cloud/sql/system-tables/)
* [Tables - Dremio](https://docs.dremio.com/cloud/sql/commands/tables/)
* [Viewing Jobs and Job Details - Dremio](https://docs.dremio.com/cloud/querying-data/jobs/)
* software
* [Acceleration SQL Statements - Dremio](https://docs.dremio.com/software/sql-reference/sql-commands/acceleration/)
* [Access Management - Dremio](https://docs.dremio.com/software/security/rbac/)
* [Admin CLI - Dremio](https://docs.dremio.com/software/advanced-administration/dremio-admin-cli/)
* [Admin Tasks - Dremio](https://docs.dremio.com/software/advanced-administration/)
* [Amazon S3 - Dremio](https://docs.dremio.com/software/data-sources/s3/)
* [Apache Iceberg - Dremio](https://docs.dremio.com/software/data-formats/apache-iceberg/)
* [Apache Ranger: Row-Level Filtering & Column-Masking enterprise - Dremio](https://docs.dremio.com/software/security/rbac/row-column-policies-ranger/)
* [Architecture - Dremio](https://docs.dremio.com/software/deployment/architecture/)
* [Backup Dremio - Dremio](https://docs.dremio.com/software/advanced-administration/backup/)
* [CAST - Dremio](https://docs.dremio.com/software/sql-reference/sql-functions/functions/CAST/)
* [CONCAT - Dremio](https://docs.dremio.com/software/sql-reference/sql-functions/functions/CONCAT/)
* [Configuring Dremio Services - Dremio](https://docs.dremio.com/software/deployment/nodes-config/)
* [Configuring Metadata Storage - Dremio](https://docs.dremio.com/software/deployment/metadata-store-config/)
* [Configuring Standalone Clusters - Dremio](https://docs.dremio.com/software/deployment/dremio-config/)
* [Configuring via dremio.conf - Dremio](https://docs.dremio.com/software/advanced-administration/dremio-conf/)
* [Connecting from Microsoft Power BI - Dremio Software](https://docs.dremio.com/software/client-applications/microsoft-power-bi/)
* [Data Curation - Dremio](https: