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Open Source Science

ds_projects

Sample Data Science projects

https://github.com/saar-golan/ds_projects

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: acm.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.9%) to scientific vocabulary
Last synced: 11 months ago · JSON representation ·

Repository

Sample Data Science projects

Basic Info
  • Host: GitHub
  • Owner: Saar-Golan
  • Language: Jupyter Notebook
  • Default Branch: master
  • Size: 27.7 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 4 years ago · Last pushed over 3 years ago
Metadata Files
Readme Citation

readme.md

Hi

This folder contains examples of some of my past projects.

  • telecom_churn for github - predict telecom clients churn based on their provided data
  • Business_Analytics - analyze Yandex.Afisha client KPIs - SF, DAU, ROI...
  • 810F_saar - Plotly interactive calculation and visualization of the U.S. MIL-STD-810 acoustic requirements for avionic/space equipment (if required, please contact me for the source code)
  • timeseriesforgithub.ipynb - predict the amount of taxi orders at airports for the next hour so the customer is not lacking available drivers.
  • CVforgithub - explore whether computer vision can help adhere to alcohol laws by making sure clients do not sell alcohol to people underage
  • NLPforgithub.ipynb - NLP model to automatically detect negative movie reviews (NLTK, SPACY, BERT)

Enjoy

Saar

Repository license - please use the MIT class:

MIT License Copyright (c) [2022] [Saar Golan]

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Citation instructions:

See attached CITATION.cff file

Code of conduct:

See the joint ACM/IEEE-CS Software Engineering Code @ https://ethics.acm.org/code-of-ethics/software-engineering-code/

(withholding any philosophical argument re the legitimacy of software engineering or data science as a valid profession)

Citation (CITATION.cff) 

cff-version: 1.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: Golan
    given-names: Saat
    orcid: https://orcid.org/0000-0003-4143-7164
title: "Saar Golan DS repository"
version: 1.0
git: https://github.com/Saar-Golan/DS_projects.git
date-released: 2022-09-11

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