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Overview

Devin excels at data manipulation, analysis, and visualization tasks. Whether you need to process datasets, create visualizations, or automate data workflows, Devin can help streamline your data operations.

Use Cases

  1. Hosting and populating Jupyter notebooks with data analysis
  2. Creating custom data visualizations
  3. Analyzing and visualizing financial/economic data
  4. Statistical modeling and data processing
  5. Time series analysis and forecasting

Example Prompts

Visualize inflation adjusted prices
Hi Devin, please go to https://beta.data.gov.sg/ and visualize how the distribution of flat prices has been changing over time. Then report back with any interesting insights.
Analyze California Housing Prices
Hey Devin! Can you create a plot showing average real estate price by city? Only include the top 20 most expensive cities. Here's the dataset: https://www.kaggle.com/datasets/kanchana1990/real-estate-dataset-california

Example Sessions

Data Analysis & Visualization

Netflix Shows/Movies Analysis An interactive analysis of Netflix’s content library, exploring trends in genres, release dates, and ratings using Python and Pandas. https://app.devin.ai/devin/4f803558dc1e45ddb489fb93848015ae

Code Repository Analysis

Repository Visualization with Gource Visual representation of repository commit history using Gource, demonstrating code evolution over time. https://app.devin.ai/devin/8fe32e3a349a4842b2d787e5ccac931b

Advanced Jupyter Notebook Examples

Each notebook demonstrates specialized data analysis techniques:
  • Audio Analysis: Visualization of audio waveforms and spectrograms for sound processing
  • Image Processing: Implementation of CAPTCHA solving techniques using computer vision
  • Data Visualization: Advanced techniques for visualizing data series with color gradients
  • Statistical Analysis: Mathematical modeling and optimization of probability-based strategies

Additional Visualizations

Repository Analysis
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