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  3. oxnr
  4. awesome-bigdata
UnknownNiche visibilityActive enoughNo linked package signalPartial snapshot

oxnr/awesome-bigdata

Rank not captured·Top 100·All-time stars·◐Cached ranking snapshot·Updated Sep 10, 2026

A curated list of awesome big data frameworks, ressources and other awesomeness.

Compare closest alternativesOpen GitHub

First read

Promising movement, but the picture is still partial

oxnr/awesome-bigdata is active enough to inspect further, but the surrounding proof is thinner. Use the source repository and nearby comparisons to decide whether this is rising substance or just short-term visibility.

Visible

14.6K public stars in the current GitStar snapshot.

Needs a narrower context read

Active

Last commit Jul 31, 2026.

Active enough

Adopted

Treat stars as discovery context until a linked package appears.

No linked package mapping

Confidence

One or more key signals are partial, so GitStar keeps the interpretation conservative.

Partial snapshot

Snapshot facts

  • 14.6K stars
  • 2.6K forks
  • Last commit Jul 31, 2026
  • Package usage not mapped yet

Compare lens

LeCoupa/awesome-cheatsheets and academic/awesome-datascience are the closest comparison targets GitStar found. A side-by-side comparison usually tells you more than a single raw rank.

Signal trail

Trajectory

Read the recent motion first. This block is for deciding whether the repository still looks alive, compounding, or flattening before you trust stars alone.

Daily momentum
Recent momentum is not captured
Weekly momentum
Recent momentum is not captured
Monthly momentum
Recent momentum is not captured
Last commit
Jul 31, 2026

Package reality

No linked npm or PyPI package is mapped for this repository yet, so the page leans more heavily on GitHub-visible popularity and should be read more conservatively.

No linked package signal is expected for this project type, so the read leans more heavily on repository-level public signals.

Hype vs Reality
Insufficient Package Data
Package mapping
No linked package yet
Cross-links
Standalone repo read

Validation note

GitStar can summarize public signals for oxnr/awesome-bigdata, but the GitHub repository is still the primary place to confirm release cadence, issue activity, and maintainer intent.

awesomeawesome-listbigdatadatadata-analyticsdata-sciencedata-streamdata-visualizationdata-warehousedatabasedistributed-databaseseries-databasestream-processingstreaming-datavisualize-data
🎓The Professor🦕Living Fossil
🛡️ Editorial Context

GitStar surfaces public popularity and package signals. These rankings are not endorsements, security reviews, or investment advice.

Why this rank

This repository stands out because it combines fresh update.

Fresh update
📈 Momentum & Adoption Signals
Approximate star trajectory

Reconstructed from current stars and cached daily/weekly/monthly deltas.

Now: 14.6K
30d ago7d ago1d agoNow
Daily momentum
No signal
Weekly momentum
No signal
Monthly momentum
No signal
Signal mix (log-scaled for readability)
Current stars14.6K
🧭 Hype vs Reality
Insufficient Package Data

GitStar can see repository momentum, but it does not have a reliable linked package signal yet.

Treat stars and recent movement as discovery context only until npm or PyPI usage is available.

Status
Insufficient Package Data
Package footprint
No linked npm or PyPI usage signal
Method note
This label appears when GitStar cannot find strong enough package telemetry to compare attention against adoption. Compare it against other Unknown repos before treating stars as a moat.
📐 Read the Hype vs Reality heuristic
Related alternative

LeCoupa/awesome-cheatsheets

Shares the awesome-lists category footprint with oxnr/awesome-bigdata, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

academic/awesome-datascience

Shares the awesome-lists category footprint with oxnr/awesome-bigdata, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

bharathgs/Awesome-pytorch-list

Shares the awesome-lists category footprint with oxnr/awesome-bigdata, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

DataExpert-io/data-engineer-handbook

Shares the awesome-lists category footprint with oxnr/awesome-bigdata, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Research links

Cross-links

Compare against related repos

GitStar picked awesome-cheatsheets + awesome-datascience as the closest next comparison from the related repository set.

Open compare presetCompare with awesome-cheatsheetsCompare with awesome-datascience
Repo utility

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Wider nearby ecosystem

Compare with awesome-cheatsheetsCompare with awesome-datascience
JavaScript
46.5K stars
LeCoupa/awesome-cheatsheets

👩‍💻👨‍💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

Unknown
30K stars
academic/awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

Unknown
16.7K stars
bharathgs/Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Jupyter Notebook
44.1K stars
DataExpert-io/data-engineer-handbook

This is a repo with links to everything you'd ever want to learn about data engineering

Unknown
73.9K stars
binhnguyennus/awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

Unknown
73.2K stars
fffaraz/awesome-cpp

A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

Next step after the validation read

Move into a compare preset, organization view, or the heuristic notes once this first fold tells you whether the repo looks visible, active, adopted, and credible enough to keep researching.
Compare the closest alternativesRead the heuristic

Learn and methodology

Keep trust-building context reachable, but behind the first data read instead of ahead of it.
GuideMethodologyArticlesWeekly Digest

About This Page

This page provides a quick overview of oxnr/awesome-bigdata based on GitStar's cached data. The signal chart reconstructs approximate checkpoints from current stars plus cached daily, weekly, and monthly star deltas, so it is best read as directional context rather than as a precise historical audit log.

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