(aka the "awesome-notebooks")
Naas is an all-in-one data platform that enable anyone with minimal technical knowledge to turn Jupyter Notebooks into powerful automation, analytical and AI data products thanks to low-code formulas and microservices.
The platform is based on 3 low-code layers:
- 😎 Templates: enable anyone to use data engines on all kind of subjects in minutes.
- 🏎 Drivers: connectors to facilitate access to tools, and complex libraries (database, API, ML algorithm...)
- 🪐 Features: production microservices on top of Jupyter like scheduling, asset sharing, notifications and more.
Naas Cloud is free to use with 100 credits/month.
Open your account
The objective of this repository is to create the largest catalog of production-ready Jupyter Notebooks templates. With those templates, it becomes easy to create data products (analytical dashboards, automation/AI engines and more). Check out the data-product-template repository to learn more.
The repository is organized by source/tools for easy discovery. You can also use our "Google-like" search to find templates by keywords
To ensure the quality of the templates, we have defined a framework. Each notebook shall be organized with the following sections:
- Naas logo
- # Title: "Tool - Action of the notebook", as h1 (an "Open in Naas" button will be automatically added by the CI/CD when a notebook is merged to the master branch)
- Tags: hastags of the topics the notebook is about, as text
- Author: name and social profile link of the author(s), as text
- Description: a one-liner explaining the benefits of the notebooks for the user, as text
- ## Input: list of all the variables, credentials, that needs to be setup, as h2
- ## Model: list the functions applied to the data, as h2
- ## Output: list the assets to be used by the user and its distribution channels if any, as h2
- Open free account on Naas Cloud so we can test the templates in a similar environment
- Register to the Contributor Program so we can add you to team of contributors in the Naas GitHub organization
- Join our Slack Community so you can present yourself and #chat with us
- Step 1: Find or propose an issue you want to work on
- The Backlog of the Product Roadmap is where we put all the priorities
- The Issues section is where we gather all the needs
- Step 2: Prepare the issue before you start working on it
- Make sure the description is clear
- Tag yourself in Assignees section
- Change the status to 'In Progress' in Projects section/Community Roadmap
- Create a branch in Development section
- Step 3: Clone the awesome-notebooks repository on your Naas Cloud account and switch to the branch you created
- Step 4: Create folder named with the source tool (if it's not already created)
- Step 5: Copy/Paste template.ipynb at the root of the folder inside the folder you are working on, and start working on your notebook
- Step 6: Once you are happy with the result, commit to the branch by using Git extension or command line (make sure you use a GitHub personal access token and not password, otherwise it wont work)
- Step 7: Open a Pull Request and add a member of the core team as Reviewer (Florent,Maxime or Jeremy)
- Step 8: Change status of this Issue to “Review” in Projects section and comment the Pull Request with a brief on what you have done
- Step 9: Expect a feedback and merge in the next 48h-72h
- Step 10: Once merged, promote your work on LinkedIn, Twitter and other social media channels! (Optional, but people need to know you are awesome 😉)
We are committed to sharing templates and giving shout outs to the contributors on our social media platforms, you can support us on:
- Twitter for fast updates
- LinkedIn for more elaborated posts and articles
- Youtube for demos and tutorials
- Daily biling notification to slack
- Get files from S3 bucket
- Read dataframe from S3
- Send dataframe to S3
- Upload file to S3 bucket
- Create Datatable With Dropdown
- Create Dropdown Callback
- Create Dropdown with multiples output callbacks
- Create Navbar
- Create Navbar board
- Create Navbar Search
- Deploy app in Naas
- LinkedIn posts metrics dashboard
- Plotly Dynamic Link
- COVID19 - FR - Entrées et sorties par région pour 1 million d'hab.
- Récupération données légales entreprise
- Add new issues as page in Notion database
- Add new member to team
- Close issue
- Create issue
- Create repository on personal account
- Download file from url
- Get active projects
- Get commits ranking from repository
- Get issues from repo
- Get most starred repos
- Get profile from user
- Get profiles from teams
- Get pull requests from repository
- Get stargazers from repository
- Get weekly commits from repository
- Peform basic actions
- Read issue
- Remove member from team
- Track issues on projects
- Track notebooks created over time
- Github Create Repo
- Automate response from keywords in mailbox
- Clean mailbox
- Read mailbox
- Schedule mailbox cleaning
- Send emails from Gsheet classic
- Send emails from Gsheet specific
- Follow average session duration daily
- Follow number of new visitors daily
- Follow number of new visitors hourly
- Follow number of new visitors monthly
- Follow number of new visitors weekly
- Follow number of sessions daily
- Follow number of sessions hourly
- Follow number of sessions monthly
- Follow number of sessions weekly
- Follow number of visitors daily
- Follow number of visitors hourly
- Follow number of visitors monthly
- Follow number of visitors weekly
- Get bounce rate
- Get pageview ranking
- Get stats per country
- Get time on landing page
- Get unique visitors
- Get unique visitors by country
- Send visitors traffic graph and trends prediction to Slack channel
- Add items to Notion databases from new rows in
- Add new github member to team from spreadsheet
- Get data
- Send LinkedIn invitations from spreadsheet
- Send data
- Send data to MongoDB
- Send emails from sheet
- Associate contact to deal
- Create Task
- Create contact
- Create contact from LinkedIn profile
- Create contacts from linkedin post likes
- Create deal
- Create note
- Delete Task
- Delete contact
- Delete deal
- Delete note
- Get Task
- Get all contacts
- Get all deals
- Get all pipelines and dealstages
- Get closed deals weekly
- Get contact from URL
- Get contact from email
- Get contact from id
- Get contacts associated to deal
- Get deal
- Get new deals created weekly
- Get notes from contact
- Send LinkedIn invitations from contacts
- Send contacts to gsheet
- Send deals to gsheet
- Send sales brief
- Update Task
- Update contact
- Update deal
- Update followers from linkedin
- Update jobtitle country industry from linkedin
- Update linkedinbio from google
- Add cells in notebook json
- Add tags in cells
- Count code characters
- Count code lines
- Get installs
- Get libraries
- Read file json
- Save file ipynb
- Accept all invitations and send first message
- Accept invitation received
- Create posts metrics dashboard
- Extract content world cloud
- Follow company followers
- Follow connections from profile
- Follow content comments monthly
- Follow content comments weekly
- Follow content engagements monthly
- Follow content engagements weekly
- Follow content frequency
- Follow content likes monthly
- Follow content likes weekly
- Follow content published by weekdays by months
- Follow content published monthly
- Follow content published weekly
- Follow content views by weekdays by hours
- Follow content views monthly
- Follow content views weekly
- Follow number of connections monthly
- Generate leads from posts
- Get age and gender from profile picture
- Get comments from post
- Get company followers
- Get company posts stats
- Get connections from network
- Get contact from profile
- Get conversations
- Get followers from network
- Get guests from event
- Get identity from profile
- Get info from company
- Get invitations received
- Get invitations sent
- Get likes from post
- Get messages from profile
- Get network from profile
- Get polls from post
- Get posts engagements
- Get profile information
- Get profile posts stats
- Get resume from profile
- Get sentiment emotion irony offensiveness from comments
- Get stats from post
- Ignore invitation received
- Send comments from post to gsheet
- Send company followers to Google Sheets
- Send connections from network to gsheet
- Send event invitations post engagements
- Send followers demographic data to a Google Sheets spreadsheet
- Send invitation to company followers
- Send invitation to profile
- Send invitation to profile from post likes
- Send invitations to post commenters
- Send likes from post to gsheet
- Send message to new connections
- Send message to profile
- Send message to profile from post likes
- Send posts feed to gsheet
- Send profile followers by email
- Send weekly post engagement metrics by email
- Update metrics from company posts in Notion content calendar
- Update metrics from posts in Notion content calendar
- Withdraw pending profile invitations
- Asset demo
- Automate GitHub Auth
- Configure Github with ssh
- Credits Get Balance
- Dependency demo
- Doc demo
- Download Content Engine
- Emailbuilder demo
- Get Transactions
- Get help
- Get number of downloads naas drivers package
- Get number of downloads naas package
- Get total downloads naas libraries
- NLP Examples
- Notification demo
- Remove Scheduler Outputs
- Reset Instance
- Scheduler demo
- Secret demo
- Set timezone
- Use SSH tunnel to reach network protected resources
- Webhook demo
- Add cover image to page
- Add icon image to page
- Add image to page
- Add new github member to team from database
- Add paragraph with link in page
- Automate transcript generation from recording link in page property
- Create page
- Delete blocks from page
- Delete page
- Duplicate page
- Explore API
- Generate Google Sheets rows for new items in database
- Get blocks from page
- Get database
- Get page
- Get users
- Send LinkedIn invitations from database
- Send Slack Messages For New Database Items
- Sent Gmail On New Item
- Update page
- Update pages from database
- Convert datetime series
- Create Pivot Table
- Create dataframe from dict
- Format number to string
- ISO Date Conversion
- Merge Dataframes
- Pivot rows to columns
- Transform dataframe to dict
- Create Barline chart
- Create Bubblechart
- Create Candlestick
- Create Gantt chart
- Create Heatmap
- Create Horizontal Barchart
- Create Leaderboard
- Create Leaderboard stacked
- Create Linechart
- Create Mapchart world
- Create Vertical Barchart
- Create Vertical Barchart group
- Create Vertical Barchart stacked
- Create Waterfall chart
- Add Slide With Image
- Add Slide With Textbox
- Add Slide With Title Subtitle
- Create Presentation
- Set portrait format
- Consolidate Excel files
- Convert CSV to Excel
- Copy files and subdir from directory to another directory
- Create dataframe from lists
- Create dict from lists
- Download Image from URL
- Download PDF from URL
- Find Phone Number in string
- Get Word Definition and Translation
- Get all files from directory
- Locate Addresses
- Locate Coordinates
- Looping Over Dataframe
- Match pattern with regular expressions
- Rename file
- Using datetime library
- Get cash position trend
- Get organizations
- Get positions
- Get statement
- Get statement barline
- Get statement ranking by category
- Get statement summary by operation type
- Get transactions
- Releve de compte augmente
- Basics and data querying
- Ingest csv data from local stage
- Ingest data from AWS external stages
- Ingest json data from local stage
- Get posts stats
- Get tweets from search
- Get tweets stats from profile
- Get user data
- Post text and image
- Schedule posts
- Send posts stats to Notion
- WHI Create indicator
- Get daily Covid19 active cases trend JHU
- Get daily Covid19 active cases worldmap JHU
- GDP contributors
- GDP per capita and growth
- GDP per country and evolution
- Gini index
- Most populated countries
- Richest countries top10
- World employment by sector
- World population and density
- Candlestick chart
- Cryptocurrencies heatmap correlation graph
- Display chart from ticker
- Find the stock with closest performance using KNN
- Get Stock Update
- Get USDEUR data and chart
- Get data from ticker
- Send daily prediction to Email
- Send daily prediction to Notion
- Send daily prediction to Slack
- Download video
- Extract and summarize transcript
- Extract transcript from video
- Get statistics from channel
- Get statistics from video
- Get uploads from channel
- Send track to Spotify
- Send video stats to Notion
- Summarize video
Contact us on [email protected] if you need any help or join our [Slack community](https://join.slack.com/t/naas-club/shared_invite/zt-1970s5rie-dXXkigAdEJYc~LPdQIEaLA)