https://github.com/chris-santiago/polars-play
Science Score: 23.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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○DOI references
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○Academic publication links
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✓Committers with academic emails
1 of 1 committers (100.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (2.6%) to scientific vocabulary
Last synced: 10 months ago
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JSON representation
Repository
Basic Info
- Host: GitHub
- Owner: chris-santiago
- Language: Jupyter Notebook
- Default Branch: master
- Size: 35.2 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Created over 3 years ago
· Last pushed almost 2 years ago
Metadata Files
Readme
README.md
Comparing Pandas, Polars and Vaex
Using 2019-2022 data from NYC Taxi Data.
Number of rows: 179,807,942 Dataset size: 24.4GB
Performance
|Framework|Read|Groupby|Total |---|---|---|---| |Pandas|dies|n/a|n/a| |Polars|1ms|2.3s|2.3s| |Vaex|416ms|5.3s|5.3s|
Notes
- Data is stored in parquet files on local disk
- Using M1 MBA with 8GB RAM-- unsure how memory swap impacts result
Owner
- Name: Chris Santiago
- Login: chris-santiago
- Kind: user
- Repositories: 64
- Profile: https://github.com/chris-santiago
GitHub Events
Total
Last Year
Committers
Last synced: over 1 year ago
Top Committers
| Name | Commits | |
|---|---|---|
| chris-santiago | c****o@g****u | 5 |
Committer Domains (Top 20 + Academic)
gatech.edu: 1
Issues and Pull Requests
Last synced: about 1 year ago
All Time
- Total issues: 0
- Total pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Total issue authors: 0
- Total pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0