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Tractor 2.0: Access data from major social media platforms (Instagram, LinkedIn, TikTok, Twitter, Google, etc.) with a new AI-powered tool. Simply write your queries in natural language, and the AI will translate your desires into effective queries. Once the data is retrieved, you can download and explore it seamlessly in Graphext for deeper insights.
Discover the tool: https://tractor.graphext.com/
🌟 New Features
Arrow Annotations in Plots: Enhance your plots by adding arrows as annotations, making it easier to point out specific data points or trends for clearer, more visual explanations.
🔧 Technical Updates
Created a new step to calculate SHAP values of a model
Customizable Line Thickness: Adjust the line thickness in plots to your preference, allowing for more personalized and clearer visualizations based on your specific needs.
Customizable Interpolation Methods: Modify the interpolation method between steps, choosing from options like before, middle, or after for step-based interpolation, and select from monotone, cardinal, natural, or linear curves for smoother transitions and more tailored visualizations.
Line Style Customization: Switch the line style from continuous to dashed, offering greater flexibility in plot design for clearer distinction and enhanced visual presentation.
Free Text Annotations in Plots: Add custom free-text annotations directly to plots, enabling you to provide additional context or highlight specific insights in a more personalized and flexible manner.
Airtable Integration: Seamlessly integrate with Airtable to sync and manage your data directly within the platform, enabling smoother workflows and more efficient data handling across both tools.
Code Visibility Inside Blocks: Now you can visualize the code directly within the blocks, making it easier to understand the logic of each step without switching between views.
First Stats for Categorical Variables: Automatically calculate and display key statistics for categorical variables, including Unique Values (UV), Mode, and Median, to provide a quick overview of their distribution and central tendencies.
🛠️ Improvements
Search Input in Filter Dropdown (Hall): A new search input in the filter dropdown allows you to easily search for projects within a team, making project navigation faster and more efficient in the Hall.
New Design for Share and Publication Feature: Enjoy an updated, more intuitive design for the share and publication feature, streamlining the process of sharing and publishing content with a cleaner, more user-friendly interface.
Grouped Bar Chart Visualization Options: Now you can visualize grouped bar charts either relative to the color segments or relative to each category, providing greater flexibility in how you analyze and display your data.
Value Count in Heatmap: When viewing a heatmap with relative percentages, you can now toggle to see the actual row count in each cell, offering a clearer understanding of the data distribution and volume behind the percentages.
Feature Importance Shortcut for Reordering: Quickly reorder the table, cross-filters, or both based on feature importance with a new shortcut in the models section, ensuring that the most relevant features are prioritized in your analysis.
🛠️ Improvements
Autocomplete Parameters in Recipe: Streamline your workflow with an autocomplete feature that suggests parameters while writing the recipe, helping to speed up the process and reduce errors.
Today we are introducing our new and improved Recipe Editor! This update is now a floating window that allows you to seamlessly apply transformations to your project from any tab within Graphext. Here's what's new:
🌐 New Location and Execution Status: The Recipe Editor has found a new home! You'll now find this feature as a floating window, which not only saves you screen real estate but also enhances your workflow efficiency. Importantly, this window now displays the status of your recipe stepsas they are being executed, keeping you informed of your project’s progress in real-time.
🔄 Instant Modifications and Visual Results: Modify or add a step to your recipe and immediately see the impact. Whether you're working in the crossfilters, plot, graph, or any other tab, the changes you make will reflect instantly. This means no more switching tabs or waiting to see if your data transformations are correct — you get immediate feedback right where you need it.
🔍 Enhanced Search Functionality: New steps search bar in the Recipe Editor! This feature enables you to quickly search through all available Graphext steps. When you select a function, it automatically adds a scaffold of that function into your recipe, streamlining the process of writing functions and making your experience quite a bit easier.
✂️ Quick Edit and Remove Shortcuts: Efficiency is key, and with the new shortcuts in the Recipe Editor, you can edit or remove steps directly from the user interface. These handy shortcuts ensure that your workflow is as smooth and uninterrupted as possible, letting you focus more on your analysis and less on navigating the platform.
Stay tuned, as we have many more exciting features in this latest release that we'll be sharing with you very, very soon! Please don't hesitate to reach out with any thoughts, suggestions, or questions.
Data Filter Shortcut in Plots: Quickly filter data directly within plots using a new shortcut, streamlining data exploration and focusing on relevant insights with ease.
🛠️ Improvements
Copy Tagged Column Names: Easily copy a list of column names associated with a specific tag, simplifying data organization and quick reference to tagged columns.
Redesigned Insights Cards: Discover a fresh, modern look for insights cards, enhancing readability and making key information more visually engaging and accessible.
More Stats for Numeric Variables: Now include additional statistics for numeric variables, offering deeper insights and better context for data analysis.
Additional Annotations (Reference Marks) in Plots: Add more reference marks and annotations to both axes of your plots, providing clearer context and helping to highlight key data points more effectively.
🎨 UI Updates
Google Sign-In Profile Image Display: When signing in with Google, your profile image is now displayed, adding a personal touch and confirming your account selection at a glance.
Segment Management in Plots: With a new design, you can now add and remove segments directly in plots and drag and drop them to rearrange positions. To reduce visual noise, segments are now located in the customize panel instead of on top of the plot, providing a cleaner and more focused workspace.
🛠️ Improvements
Redesigned Segment Properties Panel in Crossfilters: Enjoy a new, intuitive design for editing segment properties like color and name in crossfilters, making customization clearer and more user-friendly.
Step Block Shortcuts: Quickly open the recipe or remove steps directly from the step blocks, streamlining workflow management and enhancing efficiency.
Execution Status Indicator: A new running element displays the current status of recipe execution, providing real-time updates to keep you informed on progress and completion.
Omnibar Adaptation for Projects and Teams: The omnibar is now optimized to work within individual projects, allowing you to seamlessly search for other projects or teams without leaving your current workspace.
🔧 Technical Updates
No Configuration Needed for OpenAI in Describe Cluster: Use the describe_cluster feature seamlessly without needing to configure an OpenAI integration, simplifying setup and accessibility.
