Notebooks for Developers
The tools of data science aren't just for data scientists.
No longer a special tool solely for data scientists, interactive notebooks neatly package code, data, and services so work can be shared across wider development teams. With this work, we are bringing the tools of data science to the teams of developers solving data problems.
Collections
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PixieDust
An open source helper library for Python notebooks. It makes working with data simpler.
22 projects | View Collection -
Projects
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Not the Chart You’re Looking for? Filter and Try Again.
MediumFiltering data with PixieDust.
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Analyzing Data with IBM Cloud SQL Query
Medium | NotebookEasily make SQL queries on your object storage data.
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Quick Access to IBM Cloud Service Credentials from a Python Notebook
Medium | NotebookSee all your orgs, spaces, and services together in one place.
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The Visual Python Debugger for Jupyter Notebooks You’ve Always Wanted
MediumIntroducing PixieDebugger.
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My First Pull Request for the Open Source PixieDust Project
MediumSetting up Python test environments, collaborating on GitHub, and sharing my changes with the world.
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Sharing Variables Between Python & Node.js in Jupyter Notebooks
Medium | GitHubThey live apart and speak different languages, but these variables hold common values.
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Sliding Through a Notebook
Medium | NotebookWrite slides where you code.
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Mapping the Songs of Bruce Springsteen
GitHub | MediumAnalysing geospatial references in The Boss’s lyrics using data science notebooks and Node.js.
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Securing Notebooks on IBM's Data Science Experience
Compose ArticlesBe secure in sharing less in your Jupyter Notebooks.
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Notebooks for Spreadsheet Users
MediumDreading pivot tables? Reach for a Python Notebook + PixieDust instead.
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Share Your Jupyter Notebook Charts on the Web
Medium | GitHubQuickly turn charts into standalone web pages.
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Building Your First Machine Learning System
Medium | NotebookTrain your model and deploy it, Watson ML for developers (part 2).
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Better Decision Making with Watson Machine Learning and Compose
Compose ArticlesYou no longer need to be a stellar data scientist or machine learning guru.
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Deploy Your Analytics as Web Apps Using PixieDust’s 1.1 Release
Notebook | MediumFrom data science, directly to the web.
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Visualizing Data with Jupyter Notebooks, PixieDust, and Compose MongoDB
Compose ArticlesConnecting to Compose MongoDB and creating rich presentations for your data inside a Jupyter notebook is made easier with PixieDust.
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Medium.com, More Stats Please
GitHub | MediumAnalyzing Medium publication stats in a Python notebook.
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Getting Started with Compose PostgreSQL and Jupyter Notebooks
Compose ArticlesConnect to Compose PostgreSQL and run a Jupyter Notebook environment within Docker to analyze a Titantic data set.
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Nodebooks: Visualising Data the Node.js Way
Medium | GitHubGenerating charts in Python notebooks using only Node.js code (part 3).
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Nodebooks: Sharing Data Between Node.js & Python
Medium | GitHubConnecting to a Cloudant database for analysis (part 2).
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Nodebooks: Introducing Node.js Data Science Notebooks
Medium | GitHubPython and Node.js in the same Jupyter notebook (part 1).
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Analyzing Podcast Metadata Using Jupyter Notebooks
GitHub | MediumBuilding podcast playlists based on your current mood.
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Using Watson Machine Learning to Predict a Post's Potential
Notebook | MediumGaze into the Reddit crystal ball.
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Got Zip Code Data? Prep It for Analytics.
Medium | datasetUsing fine-grained U.S. Census data and Jupyter Notebooks to better understand your customers.
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Scraping OpenStreetMap and Exploring POI Data in Cloudant and Jupyter Notebooks
Medium | datasetEasy access to all points of interest data.
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Mapping for Data Science with PixieDust and Mapbox
Notebook | MediumAdd another layer to your Jupyter notebooks with built-in map rendering.
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pixiedust_peacetech
GitHubLocal visibility to mitigate business disruption in emerging economies.
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Share the (PixieDust) Magic on PyPI
MediumPackaging and distributing your PixieDust plugin as a Python module.
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You Too Can Make Magic (in Jupyter Notebooks with PixieDust)
MediumGetting started with custom visualizations, simple tables & word clouds.
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The Most Popular Search Term at SXSW, According to Our Chatbot
GitHub | Medium | NotebookAnalyzing conversation data using Spark, Jupyter, and PixieDust.
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Analysing Cloudant JSON in RunKit JavaScript Notebooks
MediumUsing the simplified cloudant-quickstart (formerly silverlining) npm module.
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I am Not a Data Scientist (But I play one in this blog post, thanks to PixieDust)
Medium | developerWorksNotebooks aren't just for Data Scientists.
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Sentiment Analysis of Twitter Hashtags With Spark
Notebook | Medium | developerWorksBuild a real-time dashboard with PixieDust & Jupyter Notebooks.
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Predict Flight Delays with Apache Spark
Notebook | MediumKnow about delayed flights before they happen.
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Weather Forecast with PixieDust
GitHub | developerWorksMake your own forecast in a Python notebook.
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Sentiment Analysis of Reddit AMAs
GitHub | developerWorksUnlock the hidden sentiments of redditors.
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Data-Driven Shopper Insights
Notebook | developerWorksCrunch open demographics data, combined with your own sales data.