Полный гид по скачиванию CSV файла с GitHub в Jupyter Notebook
CSV-файлы являются одним из наиболее распространенных форматов файлов для хранения и обмена табличных данных между различными приложениями. GitHub, популярный веб-хостинг для проектов с открытым исходным кодом, предоставляет возможность работать с CSV-файлами, которые могут быть использованы в Jupyter Notebook для проведения анализа данных.
Этот гид поможет вам научиться, как скачивать CSV-файлы с GitHub и использовать их в Jupyter Notebook.
Шаг 1. Найдите нужный репозиторий на GitHub
В первую очередь необходимо найти репозиторий на GitHub, который содержит нужный вам CSV-файл. Для этого можно использовать поиск на сайте GitHub или более продвинутые инструменты, такие как Google Advanced Search.
Шаг 2. Откройте нужный CSV-файл
Когда вы нашли нужный репозиторий, перейдите в его каталог и найдите нужный вам CSV-файл. Нажмите на его название, чтобы открыть его.
Шаг 3. Нажмите на кнопку "Raw"
Чтобы скачать CSV-файл, необходимо нажать на кнопку "Raw". При этом откроется новая страница с содержимым CSV-файла.
Шаг 4. Скопируйте URL-адрес файла
Содержимое страницы необходимо скопировать в буфер обмена. Для этого нажмите на правую кнопку мыши и выберите "Сохранить как. ". В открывшемся окне необходимо ввести имя файла и выбрать его расширение — .csv.
Шаг 5. Импортируйте файл в Jupyter Notebook
Чтобы импортировать CSV-файл в Jupyter Notebook, воспользуйтесь командой pd.read_csv(). Не забудьте указать путь к файлу.
Готово! Теперь вы можете работать с импортированными в Jupyter Notebook данными.
Заключение
Этот гид поможет вам скачивать CSV-файлы с GitHub и использовать их в Jupyter Notebook. Он покрыл все основные шаги, от поиска нужного репозитория и открытия файла до импорта данных в Python. Следуя этим инструкциям, вы сможете без проблем скачивать и использовать CSV-файлы для анализа данных в Jupyter Notebook.
GitHub
GitHub is a platform on which software can be hosted. People can make a GitHub account and then create repositories. A repository is a collection of files for a specific project. Users can also make branches. A branch is a separate version of the repository.
Hosting code online allows developers to collaborate on software projects because the code can be easily shared.
And branches allow developers to manage different versions. For example, without altering the main version, a developer can easily create a new branch and make adjustments or add new features. That separate branch can then be tested before merging the two versions back together.
Code collaboration and version control of software projects are two important reasons for using GitHub. But GitHub can also be used to share data.
All someone has to do to share data via GitHub is:
- Create a GitHub account.
- Create a public repository.
- Add a file to the repository.
An example CSV file on GitHub
In this blog we will look at downloading comma separated values (CSV) data from GitHub. I created a simple CSV file on GitHub that we will download with Python.
This is the URL to the CSV file on GitHub:
On that GitHub page there is a button that says Raw (on the right). When you click that button you go to a page with just the CSV data. That page’s URL is:
How to Download from GitHub (File, Project, Code, Repository)
GitHub is a software hosting service as well as a social networking site for programmers and software companies. Developers can easily pull files from GitHub, collaborate, edit, manage, and share code.
The devs can also keep track of changes made by other users to the code files in an organized manner so they can later undo the change if needed.
The DevOps on GitHub can also contact other developers for help, reuse publicly available code for their projects, and download files and codes from GitHub. But unlike other social media platforms, GitHub is different and isn’t straightforward. It can make new users struggle with using GitHub to its fullest potential.
Things to do before you download from GitHub
Here are a few things that you need to do before you download a file or a desired repository from GitHub:
- Check “Releases”: Checking the “Releases” helps confirm you’re downloading the correct version of the file, the code, or the program. It maintains detailed documentation of each version of the software and the changes that were made.
- Check “Read Me”: The “Read Me” section speaks about the project and sometimes even gives instructions on how to use it. Before you download a file or the code from a project’s repo, read the “Read Me” section properly.
- Open the project website: If the “Read Me” file isn’t included, look for a link to the company’s project website. You will download the software from a verified source and learn more about the software and its features.
Method 1: How to download GitHub files?
Here’s how to download GitHub files:
Step 1) Open the repository page to see where the file is stored. Login to GitHub if the repository is private. Otherwise, you can proceed without logging in.
Step 2) Locate the file you want to download from the repository page.
Step 3) Open the file by clicking on it.
Step 4) Click the “Raw” button on the top-right corner of the GitHub page. The raw code of the file will now open in your browser.
Step 5) On your mouse, press the right-click button on the page and choose “Save as.” Give the file a name, select a location where you want to save the file, and click on “Save.”
Method 2: Downloading GitHub Files Using Commands
Here’s how to download files from GitHub using commands:
Step 1) Firstly, download and install Git Bash on your PC.
Step 2) Now, open your browser and select the repository from which you want to download files.
Step 3) Click the green “<> Code” button on the top-right corner.
Step 4) Copy the URL from the “HTTPS” tab.
Step 5) Open Git Bash and enter the command “cd downloads”.
Step 6) Type the command “git clone” and paste the link you copied, then press “Enter” on your keyboard. For example, “git clone https://github.com/bdward16/JavaScript30.git“
Step 7) The files will now start downloading to the “Downloads” folder.
Method 3: How to Download a Folder from GitHub?
GitHub doesn’t have the option to let users download a folder like it has the option to download a file. To circumvent this restriction, GitHub users have built their solution.
A few GitHub users have built a website where you paste the link to the GitHub folder, and the folder will start downloading.
Download Directory is a trustworthy site that you can use to download a GitHub folder.
Method 4: How to download the GitHub repository?
Downloading a repository is simple. Follow the below steps to learn how:
Step 1) Click “Code” located on the top-right corner of the repository page, and click “Download Zip” to download the repository.
Step 2) Your device will download a zipped file that contains the entire repository.
Note: Depending on the size of the repository, download can same time.
Step 3) Extract the zip file to access all the different files in the repository.
Method 5: How to download multiple files from GitHub?
GitHub doesn’t have a straightforward method to download multiple files. Users should download the whole repository, remove the files they don’t need, and keep the files they do need. This is the only method to “download multiple files” off GitHub.
Method 6: How to download Releases from GitHub?
Here’s how to download a release from GitHub:
Step 1) Open a release from the “Releases” panel on the right.
Step 2) Under “Asset,” click “Source code (zip)” to download a zip file of the “Releases.”
Method 7: Download a CSV file from GitHub
Here’s how to download a CSV file from GitHub:
Step 1) Open the repository and select the CSV file you want to download.
Step 2) After the file has opened, click “Raw” in the top right corner.
Step 3) A new window will open; right-click on the page and select the option “Save As.”
Step 4) Give a name to the file and also select where you want to save it, then click “Save.”
Step 5) Now, go to the location where you saved the file and open it to access it.
Method 8: How to clone and fork a repository on GitHub?
If you want to create your own copy of the repository at a different location to make changes, forking is the best option. It lets you make edits without causing changes to the original repository. Cloning, on the other hand, clones the repository, that will continuously synch with the original.
Here’s how to fork a repository:
Step 1) Sign into your GitHub account.
Step 2) Open the repository you want to fork and click the “Fork” option in the top-right corner.
Step 3) Now select the option “Create fork.”
Step 4) Allow a few seconds, and the process will be completed.
Here are steps to clone a repository:
Step 1) Open the repository you want to clone.
Step 2) Click on “Code” and copy the URL under the HTTPS tab.
Step 3) Open Git Bash and type “cd downloads” to change the cloning destination to the “Download” folder.
Step 4) Now, type “git clone” and paste the URL.
Step 5) Press your keyboard’s “Enter” key to begin cloning.
Method 9: How to download an archive of your GitHub data
Here’s how to download an archive of your GitHub data
Step 1) Click on your profile to expand the options.
Step 2) Select “Settings.”
Step 3) Now, select “Account.”
Step 4) Under “Export account data,” click “Start export.”
Step 5) Open your email account and click “Download export.”
How to Download From GitHub: Master Repositories, Files, and Releases
Are you on the hunt for a comprehensive article about how to download from GitHub? Whether you’re interested in downloading GitHub Enterprise, GitHub Desktop, or a specific file from GitHub, you’ve landed on the right page. We’re here to walk you through each process, ensuring you have all the tools you need to master GitHub Download.
Firstly, let’s explore why companies are choosing GitHub Enterprise. We’ve compiled the top 5 reasons that make this platform a popular choice among businesses. If you’re considering GitHub Desktop, we’ll compare it with the GitKraken Client, helping you decide which one fits your needs best.
But what if you’re here to learn how to download a file from GitHub? Don’t worry, we’ve got you covered. We’ll guide you through the steps, making the process as easy as possible.
Before we delve into the specifics, it’s crucial to understand what GitHub is. GitHub is a service that hosts code repositories, facilitating collaboration across the Internet. It extends the capabilities of Git, a source control management software. While Git repositories can be stored locally on your computer, GitHub provides an online platform for remote collaboration. It’s common for beginners to confuse Git with GitHub. To clarify, Git is a software you run and is free to download, while GitHub is an online service that uses Git.
How to Download from GitHub
The first step we recommend before performing a GitHub download is to create a GitHub account if you don’t already have one. The process is really simple using the prompts on the GitHub website.
After you’ve created your GitHub account, use the Table of Contents below to quickly navigate to the section that describes your GitHub download situation:
How to Download a GitHub Repository
With your GitHub account, you can access any public repository on the platform, as well as any private repositories where you have the necessary permissions.
To download a GitHub repository, you must first start by navigating to the repository in GitHub. If you know the name of the repository, you can enter the name in the search bar on the left of the top nav at the very top of your GitHub user interface.
Alternatively, if you have the URL of your repository, you can copy and paste that into your browser.
Once you have your desired repository open, click the small arrow on the green Code button at the top right of the repo contents. From here, select Download Zip . This will download the entire GitHub repository as a zipped folder.
How to Clone a GitHub Repository
Alternatively, if you’re trying to clone a GitHub repository onto your local machine, you can do that with the three options listed in the image above: HTTPS, SSH, or using the CLI.
Regardless of which path you choose, cloning a GitHub repository is extremely easy using a Git Client, like GitKraken Client, that not only makes the process of cloning the GitHub repo intuitive, but also provides crucial visual context for interacting with the repository after you have it cloned to your computer. Learn how to clone a GitHub repository with the most popular, free Git GUI + terminal for GitHub.
How to Download a File from GitHub
The above process may be too much if you’re only looking to download a single file from a GitHub repository. To download a file from GitHub, start by clicking the Go to file button at the top of the repo contents.
This will pull up a page that lists all of the files in the GitHub repository.
Click on the file you wish to download from GitHub to open the individual file. From here, right click the Raw button at the top of the file, select Save Link As… , choose the location on your computer where you want to save the file, and select Save .
How to Download Files from GitHub
How you download multiple files from a GitHub repository depends on your use case. If you want to download a majority of the repository with the exception of a few files, the best option is to download a ZIP of the project and then manually delete the files you don’t want.
Conversely, if you only want a few individual files from a repository, the easiest way to download them from GitHub is to follow the process outlines in the section above and download each file individually.
How to Download a CSV from GitHub
Looking to download a CSV from GitHub? No problem! To download a CSV from GitHub simply navigate to your desired repository, select the CSV file, right click the Raw button at the top of the file, select Save Link As… , choose the location on your computer where you want to save the file, and select Save .
How to Download a Folder from GitHub
If you find yourself in a situation where you want to download a folder from GitHub repository, but not the entire repository itself, you can use a tool like https://download-directory.github.io/.
To download a folder from GitHub, navigate to your desired repository, select the folder you want to download from GitHub, copy the URL, navigate to https://download-directory.github.io/ and paste the URL into the text box, and hit enter .
Working with Git repositories that have a large number of files and folders can get confusing. GitKraken Client’s beautiful visual commit graph makes working with these repositories a breeze. The commit graph allows you to see how your repository is organized and a high-level view of the project at a glance.
Jump Start your Git Knowledge
Now that you’re comfortable downloading repositories and files from GitHub, you can start working with them to improve your Git skills. These downloaded files are a perfect sandbox to start experimenting with basic Git commands and actions. Don’t be afraid to mess up, you can always go back to the repo and download it again! If you want to fast-track your Git knowledge and start contributing at work or to open source projects, check out the GitKraken Learn Git library, complete with tutorial videos, examples, definitions, and more!