pushp360 / awesome-notebooks

Ready to use data science templates, organized by tools to jumpstart your projects in minutes. 😎 published by the Naas community.

Naas Templates

(aka the "awesome-notebooks")

About Naas

Naas is a data platform that enable anyone with minimal technical knowledge to turn Jupyter Notebooks into powerful automation, analytical and AI engines thanks to low-code formulas.

The platform is based on 3 elements:

• The templates enable anyone to use data engines on all kind of subjects in minutes.
• The low-code drivers act as connectors to facilitate access to tools, and complex libraries (database, API, ML algorithm...)
• The low-code features (scheduling, asset sharing, notifications...) turns Notebooks into production ready data engines.
  

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Naas Templates

The aim of this repository is to be the largest aggregator of production ready Jupyter Notebooks templates. To do so, we have defined a framework that enable easy understanding and scaling of Notebooks: Each notebook is organized with the following msections:

• Title: "Tool - Action of the notebook"
• Description: a one-liner explaining the benefits of the notebooks for the user
• Tags: hastags of the topics the notebook is about
• Input: list of all the variables, credentials, that needs to be setup
• Model: list the functions applied to the data
• Output: list the assets to be used by the user and its distribution channels if any.

The repository is organized by source/tools. Managed by Naas core-team and community ⭐️.

→ Feel free to use the Issues tab to add any templates you would like to see, or contribute to.

How to contribute ?

👉 Check our Contributor's Guide to get you started in no time.

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✅ Join our Slack Community to present yourself, ask questions, learn about our latest news.

✅ Follow us on social medias:

• Twitter: @naas.ai
  
• Linkedin: @JupyterNaas
  
• Youtube: @naas
  

Templates list

AWS

• Daily biling notification to slack
• Get files from S3 bucket
• Read dataframe from S3
• Send dataframe to S3
• Upload file to S3 bucket

Affinity

• Sync with Notion database

Airtable

• Delete data
• Get data
• Insert data
• Search data

AlphaVantage

• Get balance sheet
• Get cashflow statement
• Get company overview
• Get income statement

Bazimo

• Get export Actifs
• Get export Baux
• Get export Factures
• Get export Locataires
• Get export Lots

Boursorama

• Get CDS

Bubble

• Send data

CCXT

• Calculate Support and Resistance
• Predict Bitcoin from Binance

CSV

• Read file
• Save file

Canny

• Create
• Github issue update
• Read

Celestrak

• Satellites over time

Cityfalcon

• Get data from API

D-Tale

• Visualize dataframe

Dash

• Deploy app in Naas

Dask

• Parallelize operations on multiple csvs

Data.gouv.fr

• COVID19 - FR - Entrées et sorties par région pour 1 million d'hab.
• Récupération données légales entreprise

Draft Kings

• Get MLB Moneylines
• Get NBA Moneylines

EM-DAT

• Natural disasters

Elasticsearch

• Connect to server

Excel

• Consolidate files
• Custom sheet
• Get dynamic active range
• Read file
• Save file

FAO

• Consumer price indice

FEC

• Creer un dashboard PowerBI

FTP

• S Connect
• Connect
• Get file
• Send file

GitHub

• Add new issues as page in Notion database
• Add new member to team
• Close issue
• Create issue
• 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

Gmail

• Automate response from keywords in mailbox
• Clean mailbox
• Read mailbox
• Schedule mailbox cleaning
• Send emails from Gsheet classic
• Send emails from Gsheet specific

Google Analytics

• 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

Google Drive

• Download file

Google Search

• Get LinkedIn company url from name
• Get LinkedIn profile url from name
• Perform search

Google Sheets

• 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

HTML

• Create a website

Healthchecks

• Perfom basic actions

HubSpot

• Associate contact to deal
• Create Task
• Create contact
• 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

Hugging Face

• Ask boolean question to T5
• Naas drivers integration

IFTTT

• Post on Twitter
• Trigger workflow

IMDB

• Top Movie

INPI

• Download PDF recap

IUCN

• Extinct species

Insee

• Download PDF recap

Instagram

• Get stats from posts
• Post image and caption

Integromat

• Trigger workflow

Johns Hopkins

• Covid19 Active Cases
• Get Covid19 data

Jupyter Notebooks

• 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

Jupyter

• Get server uptime
• Get user information
• Get user session
• Get user terminal
• Restart server

LeFigaro

• House Price analysis

LinkedIn

• Accept all invitations and send first message
• Accept invitation received
• 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 monthly
• Follow content published weekly
• 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 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

Matplotlib

• Create Waterfall chart

Metrics Store

• Content creation Track connections

Microsoft Teams

• Send message

Microsoft Word

• Convert to HMTL

MongoDB

• Get data
• Send data
• Send data to Google Sheets

MySQL

• Query database

NASA

• Artic sea ice
• Global temperature
• Sea level

Naas Auth

• Bearer validate
• Connect
• Users me

Naas

• Asset demo
• Automate GitHub Auth
• Configure Github with ssh
• Credits Get Balance
• Dependency demo
• Doc demo
• Domain 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

Neo

• Get currencies live prices

Newsapi

• Get data
• Run sentiment analysis
• Send emails briefs

Notion

• 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

OpenWeatherMap

• Get City Weather
• Send daily email with predictions

OwnCloud

• Download file
• Upload file

PDF

• Transform to MP3

Pandas

• Convert datetime series
• Create Pivot Table
• Create dataframe from dict
• Format number to string
• ISO Date Conversion
• Merge Dataframes
• Transform dataframe to dict

Pillow

• Add data to image

Pipedrive

• Get contact

Plaid

• Get accounts
• Get transactions

Plotly

• 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

PostgresSQL

• Get data from database

PyCaret

• Automl classification
• Automl regression

PyPI

• - Get number of downloads any package

Python

• Consolidate Excel files
• Create dataframe from lists
• Create dict from lists
• Download PDF from URL
• Looping Over Dataframe
• Using datetime library

Pyvis

• Create a network visualization

Qonto

• 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

Quandl

• Get data from API
• Get data from CSV

Reddit

• Get Hot Posts From Subreddit

Redshift

• Connect with SQL Magic and IAM Credentials

Remoteok

• Get jobs from categories
• Post daily jobs on slack

Remotive

• Get categories from job
• Get jobs from categories
• Post daily jobs on slack
• Send jobs to gsheet

SAP-HANA

• Query data

SendGrid

• Get all messages
• Send message

Sendinblue

• Get no of emails opened
• Get no of emails sent
• Get no of spam reports
• Get no of undelivered emails

SharePoint

• Get file
• List folder
• Upload file

Slack

• Add new user to Google Sheets
• Follow number of users in workspace
• Send message

Snowflake

• Create table from csv
• Delete table
• Read Table
• Update table

Societe.com

• Get company details
• Get verif.com

Spotify

• Create Radar Chart to analyze Playlist

Streamlit

• Create prediction app

Stripe

• Get balances
• Get charges
• Get customers

Telegram

• Create crypto sentiment bot

Thinkific

• Get users
• Send users

TikTok

• Get user stats
• Get videos stats

Trello

• Get board data

Twilio

• Send SMS

Twitter

• 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

Typeform

• Log New Entries In Notion Databases

US Bureau of Labor Statistics

• Follow CPI

WSR

• WHI Create indicator
• Get daily Covid19 active cases trend JHU
• Get daily Covid19 active cases worldmap JHU

WorldBank

• 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

Worldometer

• World population evolution and projections

XML

• Transform sitemap to dataframe

YahooFinance

• 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

YouTube

• 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

ZIP

• Extract files

Zapier

• Trigger workflow

spaCy

• SpaCy Build a sentiment analysis model using Twitter

Maintained by CashStory SAS (Naas mother company).
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