Ross ROSS = Recommend OSS · open-source software intelligence for agents

santosjorge/cufflinks

Productivity Tools for Plotly + Pandas observed · 2026-08-28

github.com/santosjorge/cufflinks · Jupyter Notebook · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

32/100

  • Activity 0
  • Release rhythm 35
  • Longevity 100

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 4305
  • days_rel: n/a
  • days_push: 791
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

3093 stars · 667 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Cufflinks is a Python library that binds Plotly's interactive charting with pandas DataFrames for easy plotting via an iplot helper. It supports chart kinds like scatter, candlestick, and QuantFigures with on-demand technical analysis studies.

Use cases

  • plot pandas dataframes as interactive plotly charts
  • create candlestick charts with range sliders from ohlc data
  • add technical analysis indicators like bollinger bands and macd to charts
  • quickly visualize dataframe columns without writing plotly figure code
  • generate interactive financial charts in jupyter notebooks

When to choose

  • you want plotly-quality interactive charts directly from pandas dataframes with minimal code
  • you need financial charting with technical analysis studies in python
  • you work in jupyter notebooks and want quick dataframe visualization

When to avoid

  • you need a general-purpose plotting library independent of pandas
  • you require active development or support for the latest plotly versions beyond 4.x
  • you need matplotlib-style static publication figures

Facets

library · maturity maintenance

data-visualization charts data-visualization data-science python plotly pandas plotting interactive-charts technical-analysis

2 sources

Member repositories

RepositoryRoleHealth v2
santosjorge/cufflinksmain32

For agents

markdown · JSON · MCP: product_card(name="santosjorge/cufflinks")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem