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Quickly import and analyze battery cycling data, with most of the data cleaning done for you automatically!

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Quick Analysis

Quickly import and analyze battery cycling data, with most of the data cleaning done for you automatically!

Features

Everything is live-updating and interactive, so you can change anything at any time!

Import

Import

  • Import heterogenous datasets from a variety of file types, formats, and structures
  • Stitch together files by giving them the same Battery ID and appending a #1 or #2 etc. at the end
  • Automatically identify and standardize time stamps across data sources
  • Merge dissimilar column names using an interactive heatmap and diagnostic tools
  • Datasets are automatically sorted by type and ID, and can be easily changed at any time
  • Label table supports autofill, copy-paste, and drag-and-drop to improve ease of use
  • Customize charting colors at any time using hex colors or named colors (default colorset is monospaced pastel)

Explore

Explore

  • Continuous variable analysis allows you to explore and compare time series
  • Discrete variable analysis allows you to reduce cycling data by finding intersections of x-y pairs
  • Filter down your dataset by any combination of variables to help find what you're looking for
  • Toggle calculation of the average and standard error of the mean by type
  • Check out a derived version of the cycling protocol and investigate testing differences between batteries
  • Choose between a line graph and a bar graph depending on the size of your dataset
  • Work through raw data in the table tab using the filtering tools, or download as a csv for use in an external application
  • Long-form data is best suited for relational computations, such as PivotTable in Excel
  • Wide-form data is best suited for ordinal computations, such as making gaphs in Excel

Share

Share

  • Choose between three different themes for your high resolution downloadable graph
  • Move the legend around to a non-intrusive location
  • Change the font size to improve readability
  • Optionally add a chart title
  • Select a custom x and y range for graphing
  • Add a horizontal line to call attention to a critical event

Coming soon

  • Download interactive widgets as html files for easy sharing
  • Possible markdown report generation for reproducible research
  • Manual mode for graph creation
  • Add annotations to graphs
  • Recommendations tab to detect patterns and exceptions within the dataset
  • Always improving the underlying decision algorithms

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Quickly import and analyze battery cycling data, with most of the data cleaning done for you automatically!

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