View pandas-tutorial on Snyk Open Source Advisor

Package Health Score

47 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Limited

Popularity

Small

GitHub Stars: 1.82K
Forks: 418
Contributors: 0

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package pandas-tutorial, we found that it has been starred 1,822 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Mar 30, 2024
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Unknown

Unable to detect license

We couldn’t find an appropriate license for this project. It is highly advised to make sure the project license is compatible with your business needs before including it as a dependency, to keep yourself protected from infringement suits or loss of your own code.

Security Policy

We found a way for you to contribute to the project! Looks like pandas-tutorial is missing a security policy.

You can connect your project's repository to Snyk to stay up to date on security alerts and receive automatic fix pull requests.

Keep your project free of vulnerabilities with Snyk

Maintenance

Inactive

Commit Frequency

Open Issues: 2
Open PR: 0
Last Release: 7 months ago
Last Commit: 7 months ago

Further analysis of the maintenance status of pandas-tutorial based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

We found that pandas-tutorial demonstrates a positive version release cadence with at least one new version released in the past 12 months.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Limited

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 0
Funding: No

This project has seen only 10 or less contributors.

We found a way for you to contribute to the project! Looks like pandas-tutorial is missing a Code of Conduct.

How about a good first contribution to this project? It seems that pandas-tutorial is missing a LICENSE file.

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Ensure all the packages you're using are healthy and well-maintained

Snyk Vulnerability Scanner

Get health score & security insights directly in your IDE

Package

Python Versions Compatibility: Unspecified

Age: 7 months
Latest Release: 7 months ago
Dependencies: N/A
Versions: 1
Maintainers: 1
Wheels: No

Readme

教程目录

    0. 配置环境
    1. Series和DataFrame对象的创建
    2. Series和DataFrame对象的查、改、增、删
    3. merge详解
    4. Index对象的创建，查、改、增、删和使用
    5. 普通列和行index的相互转化
    6. 数据结构总览
    7. 显示控制
    8. 快速查看整体信息
    9. 数值运算
    10. 数值统计运算
    11. mask与比较运算（待完成）
    12. Category型与离散化
    13. 时间型操作
    14. Object型操作
    15. groupby详解（待完成）
    16. resample详解（待完成）
    17. ……

教程说明

当今最热的职业是数据科学，数据科学领域应用最广泛的编程语言是python，python这么火的原因就是其有一个功能强大的数据科学库：pandas。

为什么写这套教程

然而，作为一名数据科学行业从业者，即使在pandas中浸淫日久，我常常还需要去查询官方文档，这严重影响了我的工作效率；甚至有时候迫不得已还得写循环操作，非常不pandas，这我忍不了，所以我觉得我得做点什么。

经过多次通读官方文档后，我认为问题根因在于：

官方文档组织杂而乱，知识框架不够精炼一致；
面面俱到，高价值信息被为了完整性而稀释；
文档更新不及时，API功能有时与文档描述不符。

与此同时，我也通读了国内外各种pandas教程，不过总体而言这些教程多数浅尝辄止，不够实用。所以，我决定编写一套pandas教程，提高自己能力的同时，也能帮助大家少走弯路。

教程编写核心原则

这套教程编写的核心原则是：

首重知识体系逻辑，没有组织、不成体系的信息是无效信息，很难记住和使用；
知识粒度大小适中，即不流于表面也不深入过多细节;
示例精炼短小（能看出操作效果），方便手打练习；
在示例位置都会注上解释，辅助理解。

这套教程适合谁

这套教程包含从初级到进阶的内容，适合初学者和希望进阶建立知识体系的数据科学从业者阅读。为确保教程的高可用性和准确性，我花了大量时间精心准备，但仍难免有错漏，非常欢迎各位读者能够跟我反馈。

知乎主页

花半楼：https://www.zhihu.com/people/HANGZS

交流可以加我微信

微信号：204078950

公众号：花半楼

FAQs

What is pandas-tutorial?

pandas tutorial. Visit Snyk Advisor to see a full health score report for pandas-tutorial, including popularity, security, maintenance & community analysis.

Is pandas-tutorial popular?

We’re still processing downloads data for the python package pandas-tutorial. Visit the popularity section on Snyk Advisor to see the full popularity analysis.

Is pandas-tutorial well maintained?

We found indications that pandas-tutorial is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is pandas-tutorial safe to use?

While scanning the latest version of pandas-tutorial, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 4 November-2024, at 10:33 (UTC).

Build a secure application checklist

Select a recommended open source package

Minimize your risk by selecting secure & well maintained open source packages

DONE

Scan your app for vulnerabilities

Scan your application to find vulnerabilities in your: source code, open source dependencies, containers and configuration files

SCAN NOW

Fix identified vulnerabilities

Easily fix your code by leveraging automatically generated PRs

AUTO FIX

Monitor for new issues

New vulnerabilities are discovered every day. Get notified if your application is affected

MONITOR APP

pandas-tutorial

pandas tutorial For more information about how to use this package see README

Ensure you're using the healthiest python packages

Package Health Score

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Unable to detect license

Maintenance

Commit Frequency

Community

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Package

Readme

教程目录

教程说明

为什么写这套教程

教程编写核心原则

这套教程适合谁

知乎主页

交流可以加我微信

微信号：204078950

公众号：花半楼

FAQs

What is pandas-tutorial?

Is pandas-tutorial popular?

Is pandas-tutorial well maintained?

Is pandas-tutorial safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

教程目录

教程说明

为什么写这套教程

教程编写核心原则

这套教程适合谁

知乎主页

交流可以加我微信

微信号：204078950

公众号：花半楼

FAQs

What is pandas-tutorial?

Is pandas-tutorial popular?

Is pandas-tutorial well maintained?

Is pandas-tutorial safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues