PhD-Seeker 🎓

PhD Seeker是一个Python网络爬虫，用于搜索在知名学术职位网站上发布的全额资助的博士职位。

如果你现在正在积极寻找博士职位以继续你的学业，你必须已经意识到寻找相关空缺的过程并不直接。访问大量的职位广告网站和遇到不相关的广告是两个最常见的问题。

只需修改关键词，你将收到包含最受欢迎的广告商最后两页的CSV/XLSX文件。

来源 📚

• www.scholarshipdb.net
• www.findaphd.com

下一个目标 🎯

• 扩展学术职位广告来源
• 添加不同大学的数据库
• 查找和删除重叠的职位
• 添加LinkedIn搜索，直接从大学教授那里获取信息
• 从命令行获取关键词而不是硬编码源
• 同时抓取页面
• 检查phdseeker的新更新并通知用户
• GUI支持

安装

PyPi

phdseeker可在PyPi找到

$ pip install phdseeker

Git

您可以从GitHub服务器获取最新的稳定更改

$ git clone https://github.com/Aghababaei/PhD-Seeker.git
$ cd PhD-Seeker
$ python setup.py install

Zip, Tarball

您可以下载最新的tarball。

*nix

获取最新tarball并安装

$ wget -O phdseeker-master.tar.gz https://github.com/Aghababaei/PhD-Seeker/archive/master.tar.gz
$ tar xvzf phdseeker-master.tar.gz && cd PhD-Seeker-main
$ python setup.py install

Windows

下载存档

下载最新zip存档。

https://github.com/Aghababaei/PhD-Seeker/archive/master.zip

解压它，然后在PhD-Seeker的根目录下运行以下命令

$ python setup.py install

将Python添加到Windows环境变量

在运行代码之前，请确保Python已经作为PATH添加到环境变量中，否则

1. 右键单击“此电脑”，然后转到“属性”。
2. 在左侧菜单中单击“高级系统设置”。
3. 单击右下角的“环境变量”按钮。
4. 在系统变量部分，选择“Path”变量并单击“编辑”。下一屏幕将显示目前是PATH变量一部分的所有目录。
5. 单击“新建”并输入Python的安装目录。

需求

phdseeker依赖于几个优秀的Python包。如果您只想通过调用脚本运行代码，您需要提前安装其依赖项。

pip install -r requirements.txt

用法

phdseeker

Usage:
    phdseeker -h
    phdseeker -V
    phdseeker [-k <keywords> -c <countries> --maxpage=<n> --output=<filetype(s)> -v]

options:
    -h --help                       Show this screen.
    -V --version                    Output version information, and repositories' list and exit.
    -v --verbose                    Show the found positions on the terminal.
    -k <keywords>, --keywords=<keywords>    Declare desired keywords to seek. [default: Computer Science, Machine Learning, Deep Learning]
    -c <countries>, --countries=<countries>    Filter by countries.
    -o <filetype(s)>, --output=<filetype(s)>     Set the output type csv/xlsx/both [default: both]
    --maxpage=<n>                   Maximum number of pages to fetch. [default: 10]

用法示例

$ phdseeker -k 'Computer Science, Machine Learning' --maxpage=1 -v

Searching for the Keywords 'Computer Science, Machine Learning' in up to 1 page.
========================================::[ scholarshipdb ]::========================================
                                       >> 704 positions found <<
===========================================::[ findaphd ]::==========================================
                                        >> 72 positions found <<

>>>> 776 positions have been found in total.
Specifically, 21 records of them have been saved in the following files:
PhD_Positions_2022-08-08[Computer Science, Machine Learning].csv saved!
PhD_Positions_2022-08-08[Computer Science, Machine Learning].xlsx saved!
Elapsed time is 3.87
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Country           ┃ Date               ┃ Title                                                    ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ 1 Belgium         │                    │ Application of machine learning to screen hyperspectral  │
│                   │                    │ data for important soil and plant properties             │
│ 2 China           │                    │ PhD student (m/f/d) in the field of engineering,         │
│                   │                    │ computer science, technical software development,        │
│                   │                    │ mathematics, physics, data engineering or similar        │
│ 3 China           │                    │ SFI Centre for Research Training in Machine Learning     │
│ 4 Cyprus          │                    │ SFI Centre for Research Training in Machine Learning     │
│ 5 Denmark         │ about 1 hour ago   │ PhD Position in Computational Genetics and Machine       │
│                   │                    │ Learning: analysis of multi-omics biological data in     │
│                   │                    │ novel populations of Brachypodium                        │
│ 6 Denmark         │ about 18 hours ago │ PhD Stipend in Human-in-the-loop Data Mining and Deep    │
│                   │                    │ Learning on Graph Data (16-22068)                        │
│ 7 Germany         │                    │ Discovery of new materials for applications on glass     │
│                   │                    │ using Deep Machine Learning and Data Analytics           │
│ 8 Germany         │                    │ Novel techniques for neuromorphic reservoir computing    │
│ 9 Netherlands     │ 8 days ago         │ PhD Candidate: Graph Neural Networks for Electricity and │
│                   │                    │ Gas Networks                                             │
│ 10 Norway         │ 3 months ago       │ PhD Research Fellow in Informatics - Knowledge           │
│                   │                    │ Representation and Machine Learning                      │
│ 11 Poland         │                    │ The Constitutive Law Establishment of Advanced High      │
│                   │                    │ Strength Steel based on Machine Learning                 │
│ 12 Spain          │ 14 days ago        │ CALL 41-2022-1 Researcher in the Sustainable Artificial  │
│                   │                    │ Intelligence (SAI) research unit                         │
│ 13 Suriname       │ 8 days ago         │ PhD "In silico prediction of antibiotic resistance"      │
│                   │                    │ (M/F)                                                    │
│ 14 Sweden         │ about 12 hours ago │ PhD student in Computational Science and Engineering     │
│                   │                    │ with focus on Optimization for Federated Machine         │
│                   │                    │ Learning                                                 │
│ 15 Switzerland    │ about 2 months ago │ PhD position in the field of Machine Learning            │
│                   │                    │ (Graph-based High-dimensional generative models) with    │
│                   │                    │ application to Medical Data Analysis at the Department   │
│                   │                    │ of Computer Science                                      │
│ 16 United Kingdom │ about 20 hours ago │ Research Assistant                                       │
│ 17 United Kingdom │ 3 days ago         │ PhD Studentship: Implementation of Machine Learning at   │
│                   │                    │ the Edge                                                 │
│ 18 United Kingdom │                    │ Machine Learning Meets Sequential Monte Carlo Methods    │
│ 19 United Kingdom │                    │ PhD Studentship in Computer Science                      │
│ 20 United Kingdom │                    │ SFI Centre for Research Training in Machine Learning     │
│ 21 United Kingdom │                    │ Scholarship for the PhD in Medical Sciences in the       │
│                   │                    │ fields of Neuroscience and Biomedical Engineering for    │
│                   │                    │ the PhD Research Project ‘Development of a closed-loop   │
│                   │                    │ controller for automatic administration of anaesthetic   │
│                   │                    │ and analgesic agents during surgery using machine        │
│                   │                    │ learning methods’                                        │
└───────────────────┴────────────────────┴──────────────────────────────────────────────────────────┘
│                  Out of 776 found Ph.D. positions, 21 have been fetched in 1 page                 │
└───────────────────────────────────────────────────────────────────────────────────────────────────┘

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