🕷️ Crawler Inspector

URL Lookup

Direct Parameter Lookup

Raw Queries and Responses

1. Shard Calculation

Query:

Response:

Calculated Shard: 97 (from laksa197)

2. Crawled Status Check

Query:

curl -X POST \
  'http://laksa097.int.ahrefs:8124/' \
  -H 'Content-Type: text/plain' \
  -H 'X-ClickHouse-Database: crawler3' \
  -H 'Authorization: Basic YXBpOg==' \
  -d 'SELECT getAhrefsURLFromUnparsed(src_unparsed) AS found_url, ifNull(toUnixTimestamp(download_stamp), 0) AS crawl_time, ifNull(toUnixTimestamp(props_url_first_seen), 0) AS first_indexed_time, download_http_code AS http_code, src_unparsed AS src_unparsed, src_root_hash AS src_root_hash, history_drop_reason AS history_drop_reason, meta_title AS meta_title, meta_descriptions AS meta_descriptions, attrs_boilerpipe_text AS attrs_boilerpipe_text, attrs_markdown AS attrs_markdown, attrs_readable_markdown AS attrs_readable_markdown, meta_canonical AS meta_canonical FROM crawler3.page_info_local FINAL PREWHERE (src_root_hash, src_unparsed) IN ((getAhrefsRootHashFromUnparsed(getAhrefsUnparsedNoserviceFromURL(\'https://anaconda.en.softonic.com/\')), getAhrefsUnparsedNoserviceFromURL(\'https://anaconda.en.softonic.com/\'))) FORMAT JSONEachRow'

Response:

{"found_url":"https:\/\/anaconda.en.softonic.com\/","crawl_time":1773007294,"first_indexed_time":1508345447,"http_code":200,"src_unparsed":"com,softonic!en,anaconda,\/ s443","src_root_hash":"3898910328743490497","history_drop_reason":null,"meta_title":"Anaconda - Download","meta_descriptions":["Anaconda, free and safe download. Anaconda latest version: Python-based data science platform. Anaconda is a data science platform built around the pr"],"attrs_boilerpipe_text":"Python-based data science platform\nAnaconda\nis a\ndata science platform\nbuilt around the programming language Python. This open-source\ndevelopment\ntool works as an all-in-one\ndata management\ntool, creating an environment that facilitates\naccess to heavy amounts of data\n. If you and your team need to\nsecure, interpret, scale, and store\ncritical data, this app can help.\nUsers must note, however, that Anaconda is\ntargeted at a very niche audience\n. It focuses on large amounts of data, making it\nnot suitable for small projects\n. Competitions, like\nDev C++\n, are a better choice when you are working on producing a smaller amount of data.\nInstallation and packages\nAnaconda is primarily developed to support data science and machine learning tasks. It\nfocuses on the distribution\nof R and\nPython\nprogramming languages and aims at\nsimplifying the data management and deployment\nof the mentioned languages. It offers all the required packaged involved in data science at once. However, despite that, programmers still choose this program for fast installation and ease of use.\nInstalling the app is simple as it only requires you to follow the instructions from the wizard setup. Upon completion, the app provides you with more than\n1,500 packages\nin its distribution. In it, you will find the\nAnaconda Navigator\n, which is the graphical alternative to the command-line interface. This makes it easy for users to launch applications and manage packages and environments without using the command-line commands.\nYou will also find the\nConda package\n, which is a virtual environment manager. This feature\nquickly installs the dependencies\nalong with the frequent updates. It also facilitates the creation and loading with equal speed and even allows easy environment switching. What makes Conda different from Python's PIP is that it\nchecks for the requirement\nof the dependencies before installing them. More importantly, it\nprovides warnings\nif dependencies already exist.\nFunctions and usability\nAnaconda is an enterprise-level software bundle that provides a host of innovative options to the end-user. As mentioned, it is\ngreat for managing all kinds of information\nand provides users an environment that facilitates access to heavy amounts of data. It enables organizations to successfully secure, interpret, scale, and store data critical to their operation. Not only that, but it also works to\nsimplify the process\nof working together on large batches of information.\nAnother core benefit of using Anaconda is its\nenhanced interdepartmental collaboration\n. The app prioritizes group functionality, allowing you to coordinate with multiple teams when working on one data project together. It\nupdates changes in real-time\nand is compatible with most cloud services, such as\nGoogle Drive\n. Moreover, it also employs a number of data sources to guarantee redundancy, including\nSQL\n, NoSQL, and Flat Files.\nAnaconda is\nmodular in nature\n. You can adjust it depending on your or your organization's needs. Not only that, but the app also provides\naccess to other coding languages\nbesides Python. Be warned, though. Some\nprogramming languages\nmay cause a few issues due to the real-time compilation. However, most of the time, restarting the program fixes the problem.\nVerdict\nOverall, Anaconda is a data science platform that is best to use when working with a group. The app provides the users with the ability to\nwork with and modify data found in large quantities\n. Not only that, but it also offers enhanced collaboration features, allowing you to coordinate with multiple teams seamlessly. However, as noted,\nthis tool works best for large projects\n. Its features and functions are not suited for smaller amounts of data. ","attrs_markdown":"- [Articles](https:\/\/en.softonic.com\/articles)\n- [Apps](https:\/\/en.softonic.com\/windows)\n  - Games\n    - Main menu\n    - [**Home Games**](https:\/\/en.softonic.com\/windows\/games)\n    - [Action](https:\/\/en.softonic.com\/windows\/action)\n    - [Adventure](https:\/\/en.softonic.com\/windows\/adventure)\n    - [Arcade](https:\/\/en.softonic.com\/windows\/arcade)\n    - [Board](https:\/\/en.softonic.com\/windows\/board)\n    - [Card](https:\/\/en.softonic.com\/windows\/card)\n    - [Casino](https:\/\/en.softonic.com\/windows\/casino)\n    - [Educational](https:\/\/en.softonic.com\/windows\/educational)\n    - [Family](https:\/\/en.softonic.com\/windows\/family)\n    - [Mods](https:\/\/en.softonic.com\/windows\/mods-games)\n    - [Music](https:\/\/en.softonic.com\/windows\/music)\n    - [Puzzle](https:\/\/en.softonic.com\/windows\/puzzle)\n    - [Racing](https:\/\/en.softonic.com\/windows\/racing)\n    - 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[Windows](https:\/\/en.softonic.com\/windows)\n2. [Development & IT](https:\/\/en.softonic.com\/windows\/development)\n3. [Programming Languages](https:\/\/en.softonic.com\/windows\/programming-languages)\n4. Anaconda\n\n[![Icon of program: Anaconda](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)](https:\/\/anaconda.en.softonic.com\/)\n\n# [Anaconda for Windows](https:\/\/anaconda.en.softonic.com\/)\n- Free\n- [4\\.1308](https:\/\/anaconda.en.softonic.com\/#add-user-review \"Add review for Anaconda\")\n- 319\\.9K\n- V\n  \n  2025\\.12-2\n\n[**Free Download for Windows**](https:\/\/anaconda.en.softonic.com\/download)\n\nInformation\n\nOlder versions\n\n![](https:\/\/images.sftcdn.net\/images\/t_avatar-96\/editor-profiles\/cathy-buggs\/profile)\n\nCathy Buggs\n\nUpdated 2 weeks ago\n\n## Python-based data science platform\n**Anaconda** is a **data science platform** built around the programming language Python. This open-source [development](https:\/\/en.softonic.com\/windows\/development) tool works as an all-in-one [data management](https:\/\/en.softonic.com\/downloads\/data-management) tool, creating an environment that facilitates **access to heavy amounts of data**. If you and your team need to **secure, interpret, scale, and store** critical data, this app can help.\n\n### Top Recommended Alternative\n[![Python icon](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)PythonFree3.5](https:\/\/python.en.softonic.com\/)\n\nUsers must note, however, that Anaconda is **targeted at a very niche audience**. It focuses on large amounts of data, making it **not suitable for small projects**. Competitions, like [Dev C++](https:\/\/bloodshed-dev-c.en.softonic.com\/), are a better choice when you are working on producing a smaller amount of data.\n\n### Installation and packages\nAnaconda is primarily developed to support data science and machine learning tasks. It **focuses on the distribution** of R and [Python](https:\/\/python.en.softonic.com\/) programming languages and aims at **simplifying the data management and deployment** of the mentioned languages. It offers all the required packaged involved in data science at once. However, despite that, programmers still choose this program for fast installation and ease of use.\n\nInstalling the app is simple as it only requires you to follow the instructions from the wizard setup. Upon completion, the app provides you with more than **1,500 packages** in its distribution. In it, you will find the **Anaconda Navigator**, which is the graphical alternative to the command-line interface. This makes it easy for users to launch applications and manage packages and environments without using the command-line commands.\n\nYou will also find the **Conda package**, which is a virtual environment manager. This feature **quickly installs the dependencies** along with the frequent updates. It also facilitates the creation and loading with equal speed and even allows easy environment switching. What makes Conda different from Python's PIP is that it **checks for the requirement** of the dependencies before installing them. More importantly, it **provides warnings** if dependencies already exist.\n\n### Functions and usability\nAnaconda is an enterprise-level software bundle that provides a host of innovative options to the end-user. As mentioned, it is **great for managing all kinds of information** and provides users an environment that facilitates access to heavy amounts of data. It enables organizations to successfully secure, interpret, scale, and store data critical to their operation. Not only that, but it also works to **simplify the process** of working together on large batches of information.\n\nAnother core benefit of using Anaconda is its **enhanced interdepartmental collaboration**. The app prioritizes group functionality, allowing you to coordinate with multiple teams when working on one data project together. It **updates changes in real-time** and is compatible with most cloud services, such as [Google Drive](https:\/\/google-drive.en.softonic.com\/). Moreover, it also employs a number of data sources to guarantee redundancy, including [SQL](https:\/\/en.softonic.com\/downloads\/sql-database), NoSQL, and Flat Files.\n\nAnaconda is **modular in nature**. You can adjust it depending on your or your organization's needs. Not only that, but the app also provides **access to other coding languages** besides Python. Be warned, though. Some [programming languages](https:\/\/en.softonic.com\/windows\/programming-languages) may cause a few issues due to the real-time compilation. However, most of the time, restarting the program fixes the problem.\n\n### Verdict\nOverall, Anaconda is a data science platform that is best to use when working with a group. The app provides the users with the ability to **work with and modify data found in large quantities**. Not only that, but it also offers enhanced collaboration features, allowing you to coordinate with multiple teams seamlessly. However, as noted, **this tool works best for large projects**. Its features and functions are not suited for smaller amounts of data.\n\n![](https:\/\/images.sftcdn.net\/images\/t_avatar-96\/editor-profiles\/cathy-buggs\/profile)\n\nCathy Buggs\n\nWith decades of experience in IT management and later as a writer and tutor, she combines technical knowledge with a passion for clear communication. His work spans editing, teaching, and writing, bringing authority and precision to content on technology and related fields.\n\n- ### Pros\n  - Easy package install\n  - Best suited for large amounts of data\n  - Scalable nodes and functions\n  - More than 1,500 packages available\n- ### Cons\n  - Can be difficult to navigate\n  - Issues with some languages\n  - Resource-intensive\n  - Not suitable for smaller projecrs\n\n- [2025\\.12-1 1.20 GB](https:\/\/en.softonic.com\/download\/anaconda\/windows\/post-download\/v\/2025.12-1 \"Download Anaconda 2025.12-1\")\n- [2025\\.06-1 958.98 MB](https:\/\/en.softonic.com\/download\/anaconda\/windows\/post-download\/v\/2025.06-1 \"Download Anaconda 2025.06-1\")\n- [2024\\.10-1 996.70 MB](https:\/\/en.softonic.com\/download\/anaconda\/windows\/post-download\/v\/2024.10-1 \"Download Anaconda 2024.10-1\")\n\n[View all](https:\/\/anaconda.en.softonic.com\/versions)\n\n![Image 0 for ](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)\n\n1\/3\n\n![](https:\/\/images.sftcdn.net\/images\/t_app-cover-s,f_auto\/p\/e67fdc60-20f5-4d1e-822d-1d1b6e17ce66\/878472340\/anaconda-anaconda%202.png)![](https:\/\/images.sftcdn.net\/images\/t_app-cover-s,f_auto\/p\/e67fdc60-20f5-4d1e-822d-1d1b6e17ce66\/3568566590\/anaconda-anaconda%203.png)![](https:\/\/images.sftcdn.net\/images\/t_app-cover-s,f_auto\/p\/e67fdc60-20f5-4d1e-822d-1d1b6e17ce66\/934086275\/anaconda-anaconda%201.png)\n\n![](data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)\n\n0\/3\n\n## App specs\n- ### License\n  Free\n- ### Version\n  2025\\.12-2\n  \n  - [2025\\.12-1](https:\/\/en.softonic.com\/download\/anaconda\/windows\/post-download\/v\/2025.12-1?dt=internalDownload \"Version: 2025.12-1\")\n  - [2025\\.06-1](https:\/\/en.softonic.com\/download\/anaconda\/windows\/post-download\/v\/2025.06-1?dt=internalDownload \"Version: 2025.06-1\")\n  - [2024\\.10-1](https:\/\/en.softonic.com\/download\/anaconda\/windows\/post-download\/v\/2024.10-1?dt=internalDownload \"Version: 2024.10-1\")\n  - [2024\\.10](https:\/\/en.softonic.com\/download\/anaconda\/windows\/post-download\/v\/2024.10?dt=internalDownload \"Version: 2024.10\")\n  - [3\\.12](https:\/\/en.softonic.com\/download\/anaconda\/windows\/post-download\/v\/3.12?dt=internalDownload \"Version: 3.12\")\n- ### Latest update\n  February 20, 2026\n- ### Platform\n  Windows\n  [Other platforms (1)](https:\/\/anaconda.en.softonic.com\/#other-platforms)\n- ### OS\n  Windows 11\n- ### Downloads\n  319\\.9K\n  \n  ### Last month's downloads\n  - 5\\.1K\n- ### Size\n  1\\.20 GB\n- ### Developer\n  - [anaconda](https:\/\/www.anaconda.com\/)\n  - [More programs (3)](https:\/\/en.softonic.com\/author\/anaconda)\n\n***\n[Add review](https:\/\/anaconda.en.softonic.com\/community-reviews)\n\n- [Report Software](https:\/\/forms.gle\/MSvqpDFANaFfMxa87)\n- [Alternative apps](https:\/\/anaconda.en.softonic.com\/windows\/alternatives)\n\n## Also available in other platforms\n- [Anaconda for Mac](https:\/\/anaconda.en.softonic.com\/mac)\n\n## Program available in other languages\n- [ダウンロード Anaconda](https:\/\/anaconda.softonic.jp\/)\n- [Anaconda indir](https:\/\/anaconda.softonic.com.tr\/)\n- [تنزيل Anaconda](https:\/\/anaconda.softonic-ar.com\/)\n- [Scarica Anaconda](https:\/\/anaconda.it.softonic.com\/)\n- [Descargar Anaconda](https:\/\/anaconda.softonic.com\/)\n- [Anaconda 다운로드](https:\/\/anaconda.softonic.kr\/)\n- [Скачать Anaconda](https:\/\/anaconda.softonic.ru\/)\n- [Pobierz Anaconda](https:\/\/anaconda.softonic.pl\/)\n- [下载Anaconda](https:\/\/anaconda.softonic.cn\/)\n- [Unduh Anaconda](https:\/\/anaconda.softonic-id.com\/)\n- [Télécharger Anaconda](https:\/\/anaconda.fr.softonic.com\/)\n- [Anaconda herunterladen](https:\/\/anaconda.de.softonic.com\/)\n- [Tải xuống Anaconda](https:\/\/anaconda.vi.softonic.com\/)\n- [Baixada do Anaconda](https:\/\/anaconda.softonic.com.br\/)\n- [Download Anaconda](https:\/\/anaconda.softonic.nl\/)\n***\n[![Icon of program: Anaconda](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)](https:\/\/anaconda.en.softonic.com\/)\n\n## [Anaconda for PC](https:\/\/anaconda.en.softonic.com\/)\n- Free\n- [4\\.1308](https:\/\/anaconda.en.softonic.com\/#add-user-review \"Add review for Anaconda\")\n- 319\\.9K\n- V\n  \n  2025\\.12-2\n\n[**Free Download for PC**](https:\/\/anaconda.en.softonic.com\/download)\n***\n## User reviews about Anaconda\n4\\.1\n\n1 reviews\n\n[Add review](https:\/\/anaconda.en.softonic.com\/community-reviews)\n\n## Main reviews for you\n- Sort by:\n  \n  Latest\n  \n  - Latest\n  - Score\n\n![](https:\/\/avatars.sftcdn.net\/default\/09.svg)\n\n### Anonymous user\nOctober 8, 1974\n\n#### Title\nReview.\n\nRead more\n\n- Helpful (0)\n- Not Helpful (0)\n![](https:\/\/avatars.sftcdn.net\/default\/00.svg)\n\n### Developer reply\nOctober 8, 1974\n\nComment.\n\nRead more\n\n- ![](https:\/\/avatars.sftcdn.net\/default\/05.svg)\n  \n  ### Anonymous user\n  October 16, 2018\n  \n  When it comes to organizing and securing the data of our company, Anaconda is the most trusted software package of our package. Since I started working in our company and up until now we are still using this because it can do a lot of things like interpreting and scaling the stored data which gives convenience to my work.\n\n[More](https:\/\/anaconda.en.softonic.com\/community-reviews)\n\n## Top downloads  Programming Languages for Windows\n- [![Icon of program: Jarfix](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Jarfix Lightweight .jar association program](https:\/\/jarfix.en.softonic.com\/ \"Jarfix\")\n- [![Icon of program: Python](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Python Powerful and intuitive programming language](https:\/\/python.en.softonic.com\/ \"Python\")\n- [![Icon of program: Synapse X](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Synapse X A script creator for ROBLOX](https:\/\/synapse-x.en.softonic.com\/ \"Synapse X\")\n- [![Icon of program: Pygame](https:\/\/images.sftcdn.net\/images\/t_app-icon-s\/p\/a1b7e546-8031-43a3-9fe8-14e924ceed15\/1222092744\/pygame-logo_lofi.png) Pygame Community-Based Python Game Development](https:\/\/pygame.en.softonic.com\/ \"Pygame\")\n- [![Icon of program: MATLAB](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) MATLAB A platform for numerical and scientific computing](https:\/\/matlab.en.softonic.com\/ \"MATLAB\")\n\n[More](https:\/\/en.softonic.com\/windows\/programming-languages:weekly-downloads)\n\n## Top downloads  Programming Languages for Windows\n- [![Icon of program: Python](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Python Powerful and intuitive programming language](https:\/\/python.en.softonic.com\/ \"Python\")\n- [![Icon of program: Jarfix](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Jarfix Lightweight .jar association program](https:\/\/jarfix.en.softonic.com\/ \"Jarfix\")\n- [![Icon of program: Dev-C++](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Dev-C++ Open-source programming tool](https:\/\/bloodshed-dev-c.en.softonic.com\/ \"Dev-C++\")\n- [![Icon of program: MATLAB](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) MATLAB A platform for numerical and scientific computing](https:\/\/matlab.en.softonic.com\/ \"MATLAB\")\n- [![Icon of program: Synapse X](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Synapse X A script creator for ROBLOX](https:\/\/synapse-x.en.softonic.com\/ \"Synapse X\")\n\n[More](https:\/\/en.softonic.com\/windows\/programming-languages:weekly-downloads)\n\n## Top downloads  Programming Languages for Windows\n- [![Icon of program: Dev-C++](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Dev-C++ Open-source programming tool](https:\/\/bloodshed-dev-c.en.softonic.com\/ \"Dev-C++\")\n- [![Icon of program: MSWLogo](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) MSWLogo Simple logo programming environment](https:\/\/mswlogo.en.softonic.com\/ \"MSWLogo\")\n- [![Icon of program: MATLAB](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) MATLAB A platform for numerical and scientific computing](https:\/\/matlab.en.softonic.com\/ \"MATLAB\")\n- [![Icon of program: Python](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Python Powerful and intuitive programming language](https:\/\/python.en.softonic.com\/ \"Python\")\n- [![Icon of program: Code::Blocks](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Code::Blocks Free configurable IDE](https:\/\/code-blocks.en.softonic.com\/ \"Code::Blocks\")\n\n[More](https:\/\/en.softonic.com\/windows\/programming-languages:weekly-downloads)\n\n## Related topics about Anaconda\n- [Science For Mac](https:\/\/en.softonic.com\/downloads\/science-for-mac)\n- [Programming](https:\/\/en.softonic.com\/downloads\/programming)\n- [Python](https:\/\/en.softonic.com\/downloads\/python)\n- [Programming For Windows 10](https:\/\/en.softonic.com\/downloads\/programming-for-windows-10)\n- [Python For Windows](https:\/\/en.softonic.com\/downloads\/python-for-windows)\n- [Science](https:\/\/en.softonic.com\/downloads\/science)\n- [Business Software](https:\/\/en.softonic.com\/downloads\/business-software)\n- [Science Free](https:\/\/en.softonic.com\/downloads\/science-free)\n- [Programming Language For Windows](https:\/\/en.softonic.com\/downloads\/programming-language-for-windows \"Programming Language For Windows\")\n- [Programming For Windows](https:\/\/en.softonic.com\/downloads\/programming-for-windows)\n\n## You may also like\n- [![Icon of program: Python](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)3\\.5 FreePythonPowerful and intuitive programming language](https:\/\/python.en.softonic.com\/ \"Python\")\n- [![Icon of program: Spyder (64-bit)](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)5 FreeSpyder (64-bit)Python IDE for scientific computing](https:\/\/2212-4-75915015.en.softonic.com\/ \"Spyder (64-bit)\")\n- [![Icon of program: JupyterLab](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)4\\.6 FreeJupyterLabComprehensive Overview of JupyterLab](https:\/\/jupyterlab.en.softonic.com\/ \"JupyterLab\")\n- [![Icon of program: Avatarify](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)3\\.8 FreeAvatarifyFree facial animation application](https:\/\/avatarify.en.softonic.com\/ \"Avatarify\")\n- [![Icon of program: RStudio Desktop](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)5 FreeRStudio DesktopStreamlined R Programming with RStudio Desktop](https:\/\/rstudio-desktop.en.softonic.com\/ \"RStudio Desktop\")\n\n## Alternatives to Anaconda\n- [![Icon of program: Python](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Python 3.5 Free Powerful and intuitive programming language](https:\/\/python.en.softonic.com\/ \"Python\")\n- [![Icon of program: Dev-C++](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Dev-C++ 4 Free Open-source programming tool](https:\/\/bloodshed-dev-c.en.softonic.com\/ \"Dev-C++\")\n- [![Icon of program: MSWLogo](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) MSWLogo 3.8 Free Simple logo programming environment](https:\/\/mswlogo.en.softonic.com\/ \"MSWLogo\")\n- [![Icon of program: MATLAB](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) MATLAB 3.6 Free A platform for numerical and scientific computing](https:\/\/matlab.en.softonic.com\/ \"MATLAB\")\n- [![Icon of program: GanttProject](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) GanttProject 3.6 Free A Comprehensive Project Management and Scheduling Tool](https:\/\/ganttproject.en.softonic.com\/ \"GanttProject\")\n- [![Icon of program: Sublime Text](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Sublime Text 3.9 Free A fast and versatile code editor](https:\/\/sublime-text.en.softonic.com\/ \"Sublime Text\")\n- [![Icon of program: Code::Blocks](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Code::Blocks 3.7 Free Free configurable IDE](https:\/\/code-blocks.en.softonic.com\/ \"Code::Blocks\")\n- [![Icon of program: Notepad++](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Notepad++ 4.3 Free Free open-source text & code editor](https:\/\/notepad-plus.en.softonic.com\/ \"Notepad++\")\n\n## Explore Apps\n- [![Icon of program: Jarfix](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Jarfix 3.5 Free Lightweight .jar association program](https:\/\/jarfix.en.softonic.com\/ \"Jarfix\")\n- [![Icon of program: Java Development Kit](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Java Development Kit 3.4 Free Everything you need to compile and run Java apps](https:\/\/java-development-kit-jdk.en.softonic.com\/ \"Java Development Kit\")\n- [![Icon of program: JCreator](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) JCreator 3.4 Trial version A Lightweight IDE for Java Developers](https:\/\/jcreator.en.softonic.com\/ \"JCreator\")\n- [![Icon of program: Synapse X](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Synapse X 3.3 Paid A script creator for ROBLOX](https:\/\/synapse-x.en.softonic.com\/ \"Synapse X\")\n- [![Icon of program: Android SDK](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Android SDK 3.6 Free Free development tool for Android apps](https:\/\/android-sdk.en.softonic.com\/ \"Android SDK\")\n- [![Icon of program: Atom](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Atom 4.1 Free Build text editor unique of your own](https:\/\/atom.en.softonic.com\/ \"Atom\")\n- [![Icon of program: APK Editor Studio](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) APK Editor Studio 5 Free Comprehensive APK Editing Tool for Developers](https:\/\/apk-editor-studio.en.softonic.com\/ \"APK Editor Studio\")\n- [![Icon of program: Vbs To Exe](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Vbs To Exe 4.8 Free A specialized bridge for scripting and security](https:\/\/vbs-to-exe.en.softonic.com\/ \"Vbs To Exe\")\n- [![Icon of program: Fork](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Fork 4.2 Free Efficient Git Client for Windows Users](https:\/\/fork.en.softonic.com\/ \"Fork\")\n- [![Icon of program: Python para todos](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Python para todos 4.2 Free Comprehensive Python Tutorial for All Levels](https:\/\/python-para-todos.en.softonic.com\/ \"Python para todos\")\n- [![Icon of program: Perfect PHP Forms](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Perfect PHP Forms 4.2 Free Streamline PHP Form Creation with Ease](https:\/\/perfect-php-forms.en.softonic.com\/ \"Perfect PHP Forms\")\n- [![Icon of program: Atom](https:\/\/assets.sftcdn.net\/public\/d8b289.svg) Atom 4.7 Free Atom: A Versatile Open-Source Text Editor](https:\/\/atom-hyi.en.softonic.com\/ \"Atom\")\n\n## Latest articles\n- [![This is the game that no …](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)This is the game that no one expected anything from, but it's blowing up on Steam](https:\/\/en.softonic.com\/articles\/this-is-the-game-that-no-one-expected-anything-from-but-its-blowing-up-on-steam)\n- [![Revolut requests a bankin…](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)Revolut requests a banking license in the US amid expansion plans](https:\/\/en.softonic.com\/articles\/revolut-requests-a-banking-license-in-the-us-amid-expansion-plans)\n- [![Daisy Edgar-Jones in fina…](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)Daisy Edgar-Jones in final negotiations to star in the adaptation of this young adult book](https:\/\/en.softonic.com\/articles\/daisy-edgar-jones-in-final-negotiations-to-star-in-the-adaptation-of-this-young-adult-book)\n- [![These are the first confi…](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)These are the first confirmed stars that will appear at the Oscars](https:\/\/en.softonic.com\/articles\/these-are-the-first-confirmed-stars-that-will-appear-at-the-oscars)\n- [![Finally, we have the hila…](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)Finally, we have the hilarious trailer for season 2 of one of the best Netflix series](https:\/\/en.softonic.com\/articles\/finally-we-have-the-hilarious-trailer-for-season-2-of-one-of-the-best-netflix-series)\n- [![The series with the most …](https:\/\/assets.sftcdn.net\/public\/d8b289.svg)The series with the most potential on Disney+ is renewed for a third season](https:\/\/en.softonic.com\/articles\/the-series-with-the-most-potential-on-disney-is-renewed-for-a-third-season)\n\nLaws concerning the use of this software vary from country to country. We do not encourage or condone the use of this program if it is in violation of these laws. Softonic may receive a referral fee if you click or buy any of the products featured here.\n\nAbout Us\n\n- [Softonic Info](https:\/\/hello.softonic.com\/)\n- [Security & Trust Center](https:\/\/en.softonic.com\/security-and-trust-center)\n- [Help & Support](https:\/\/get-support.softonic.com\/)\n- [Jobs](https:\/\/hello.softonic.com\/careers\/#join-us)\n- [Editorial Guidelines](https:\/\/hello.softonic.com\/editorial-guidelines\/)\n- [Add your software \/ app](https:\/\/publishing-center.softonic.com\/)\n- [For Business](https:\/\/en.softonic.com\/business)\n\nAdvertising\n\n- [Monetization solutions for Publishers](https:\/\/revamp.softonic.com\/)\n- [Upload and Manage your Software](https:\/\/publishing-center.softonic.com\/)\n- [Software Policy](https:\/\/hello.softonic.com\/software-policy\/)\n- [Advertising Opportunities](https:\/\/hello.softonic.com\/advertise-with-us\/)\n\nLegal\n\n- [DMCA](https:\/\/hello.softonic.com\/dmca-policy\/)\n- [Legal Information](https:\/\/hello.softonic.com\/legal-information\/)\n- [Terms of use](https:\/\/hello.softonic.com\/terms-of-use\/)\n- [Privacy Policy](https:\/\/hello.softonic.com\/privacy-policy\/)\n- [Cookie Policy](https:\/\/hello.softonic.com\/cookies-policy\/)\n- Cookie settings\n\nSocial media\n\nSoftonic in:\n\n- [عربي](https:\/\/www.softonic-ar.com\/)\n- [Deutsch](https:\/\/de.softonic.com\/)\n- [English](https:\/\/en.softonic.com\/)\n- [Español](https:\/\/www.softonic.com\/)\n- [Français](https:\/\/fr.softonic.com\/)\n- [Bahasa Indonesia](https:\/\/www.softonic-id.com\/)\n- [Italiano](https:\/\/it.softonic.com\/)\n- [日本語](https:\/\/www.softonic.jp\/)\n- [한국어](https:\/\/www.softonic.kr\/)\n- [Nederlands](https:\/\/www.softonic.nl\/)\n- [Polski](https:\/\/www.softonic.pl\/)\n- [Português](https:\/\/www.softonic.com.br\/)\n- [Русский](https:\/\/www.softonic.ru\/)\n- [Svenska](https:\/\/www.softonic.se\/)\n- [ภาษาไทย](https:\/\/www.softonic-th.com\/)\n- [Türkçe](https:\/\/www.softonic.com.tr\/)\n- [Tiếng Việt](https:\/\/vi.softonic.com\/)\n- [中文](https:\/\/www.softonic.cn\/)\n\nCopyright SOFTONIC INTERNATIONAL S.A. © 1997–2026 — All rights reserved\n\n![Softonic](https:\/\/assets.sftcdn.net\/public\/046876.svg)","attrs_readable_markdown":"## Python-based data science platform\n**Anaconda** is a **data science platform** built around the programming language Python. This open-source [development](https:\/\/en.softonic.com\/windows\/development) tool works as an all-in-one [data management](https:\/\/en.softonic.com\/downloads\/data-management) tool, creating an environment that facilitates **access to heavy amounts of data**. If you and your team need to **secure, interpret, scale, and store** critical data, this app can help.\n\nUsers must note, however, that Anaconda is **targeted at a very niche audience**. It focuses on large amounts of data, making it **not suitable for small projects**. Competitions, like [Dev C++](https:\/\/bloodshed-dev-c.en.softonic.com\/), are a better choice when you are working on producing a smaller amount of data.\n\n### Installation and packages\nAnaconda is primarily developed to support data science and machine learning tasks. It **focuses on the distribution** of R and [Python](https:\/\/python.en.softonic.com\/) programming languages and aims at **simplifying the data management and deployment** of the mentioned languages. It offers all the required packaged involved in data science at once. However, despite that, programmers still choose this program for fast installation and ease of use.\n\nInstalling the app is simple as it only requires you to follow the instructions from the wizard setup. Upon completion, the app provides you with more than **1,500 packages** in its distribution. In it, you will find the **Anaconda Navigator**, which is the graphical alternative to the command-line interface. This makes it easy for users to launch applications and manage packages and environments without using the command-line commands.\n\nYou will also find the **Conda package**, which is a virtual environment manager. This feature **quickly installs the dependencies** along with the frequent updates. It also facilitates the creation and loading with equal speed and even allows easy environment switching. What makes Conda different from Python's PIP is that it **checks for the requirement** of the dependencies before installing them. More importantly, it **provides warnings** if dependencies already exist.\n\n### Functions and usability\nAnaconda is an enterprise-level software bundle that provides a host of innovative options to the end-user. As mentioned, it is **great for managing all kinds of information** and provides users an environment that facilitates access to heavy amounts of data. It enables organizations to successfully secure, interpret, scale, and store data critical to their operation. Not only that, but it also works to **simplify the process** of working together on large batches of information.\n\nAnother core benefit of using Anaconda is its **enhanced interdepartmental collaboration**. The app prioritizes group functionality, allowing you to coordinate with multiple teams when working on one data project together. It **updates changes in real-time** and is compatible with most cloud services, such as [Google Drive](https:\/\/google-drive.en.softonic.com\/). Moreover, it also employs a number of data sources to guarantee redundancy, including [SQL](https:\/\/en.softonic.com\/downloads\/sql-database), NoSQL, and Flat Files.\n\nAnaconda is **modular in nature**. You can adjust it depending on your or your organization's needs. Not only that, but the app also provides **access to other coding languages** besides Python. Be warned, though. Some [programming languages](https:\/\/en.softonic.com\/windows\/programming-languages) may cause a few issues due to the real-time compilation. However, most of the time, restarting the program fixes the problem.\n\n### Verdict\nOverall, Anaconda is a data science platform that is best to use when working with a group. The app provides the users with the ability to **work with and modify data found in large quantities**. Not only that, but it also offers enhanced collaboration features, allowing you to coordinate with multiple teams seamlessly. However, as noted, **this tool works best for large projects**. Its features and functions are not suited for smaller amounts of data.","meta_canonical":null}

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URL	https://anaconda.en.softonic.com/
Last Crawled	2026-03-08 22:01:34 (1 month ago)
First Indexed	2017-10-18 16:50:47 (8 years ago)
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Meta Title	Anaconda - Download
Meta Description	Anaconda, free and safe download. Anaconda latest version: Python-based data science platform. Anaconda is a data science platform built around the pr
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Boilerpipe Text	Python-based data science platform Anaconda is a data science platform built around the programming language Python. This open-source development tool works as an all-in-one data management tool, creating an environment that facilitates access to heavy amounts of data . If you and your team need to secure, interpret, scale, and store critical data, this app can help. Users must note, however, that Anaconda is targeted at a very niche audience . It focuses on large amounts of data, making it not suitable for small projects . Competitions, like Dev C++ , are a better choice when you are working on producing a smaller amount of data. Installation and packages Anaconda is primarily developed to support data science and machine learning tasks. It focuses on the distribution of R and Python programming languages and aims at simplifying the data management and deployment of the mentioned languages. It offers all the required packaged involved in data science at once. However, despite that, programmers still choose this program for fast installation and ease of use. Installing the app is simple as it only requires you to follow the instructions from the wizard setup. Upon completion, the app provides you with more than 1,500 packages in its distribution. In it, you will find the Anaconda Navigator , which is the graphical alternative to the command-line interface. This makes it easy for users to launch applications and manage packages and environments without using the command-line commands. You will also find the Conda package , which is a virtual environment manager. This feature quickly installs the dependencies along with the frequent updates. It also facilitates the creation and loading with equal speed and even allows easy environment switching. What makes Conda different from Python's PIP is that it checks for the requirement of the dependencies before installing them. More importantly, it provides warnings if dependencies already exist. Functions and usability Anaconda is an enterprise-level software bundle that provides a host of innovative options to the end-user. As mentioned, it is great for managing all kinds of information and provides users an environment that facilitates access to heavy amounts of data. It enables organizations to successfully secure, interpret, scale, and store data critical to their operation. Not only that, but it also works to simplify the process of working together on large batches of information. Another core benefit of using Anaconda is its enhanced interdepartmental collaboration . The app prioritizes group functionality, allowing you to coordinate with multiple teams when working on one data project together. It updates changes in real-time and is compatible with most cloud services, such as Google Drive . Moreover, it also employs a number of data sources to guarantee redundancy, including SQL , NoSQL, and Flat Files. Anaconda is modular in nature . You can adjust it depending on your or your organization's needs. Not only that, but the app also provides access to other coding languages besides Python. Be warned, though. Some programming languages may cause a few issues due to the real-time compilation. However, most of the time, restarting the program fixes the problem. Verdict Overall, Anaconda is a data science platform that is best to use when working with a group. The app provides the users with the ability to work with and modify data found in large quantities . Not only that, but it also offers enhanced collaboration features, allowing you to coordinate with multiple teams seamlessly. However, as noted, this tool works best for large projects . Its features and functions are not suited for smaller amounts of data.
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[Windows](https://en.softonic.com/windows) 2. [Development & IT](https://en.softonic.com/windows/development) 3. [Programming Languages](https://en.softonic.com/windows/programming-languages) 4. Anaconda [![Icon of program: Anaconda](https://assets.sftcdn.net/public/d8b289.svg)](https://anaconda.en.softonic.com/) # [Anaconda for Windows](https://anaconda.en.softonic.com/) - Free - [4\.1308](https://anaconda.en.softonic.com/#add-user-review "Add review for Anaconda") - 319\.9K - V 2025\.12-2 [Free Download for Windows](https://anaconda.en.softonic.com/download) Information Older versions ![](https://images.sftcdn.net/images/t_avatar-96/editor-profiles/cathy-buggs/profile) Cathy Buggs Updated 2 weeks ago ## Python-based data science platform Anaconda is a data science platform built around the programming language Python. This open-source [development](https://en.softonic.com/windows/development) tool works as an all-in-one [data management](https://en.softonic.com/downloads/data-management) tool, creating an environment that facilitates access to heavy amounts of data. If you and your team need to secure, interpret, scale, and store critical data, this app can help. ### Top Recommended Alternative [![Python icon](https://assets.sftcdn.net/public/d8b289.svg)PythonFree3.5](https://python.en.softonic.com/) Users must note, however, that Anaconda is targeted at a very niche audience. It focuses on large amounts of data, making it not suitable for small projects. Competitions, like [Dev C++](https://bloodshed-dev-c.en.softonic.com/), are a better choice when you are working on producing a smaller amount of data. ### Installation and packages Anaconda is primarily developed to support data science and machine learning tasks. It focuses on the distribution of R and [Python](https://python.en.softonic.com/) programming languages and aims at simplifying the data management and deployment of the mentioned languages. It offers all the required packaged involved in data science at once. However, despite that, programmers still choose this program for fast installation and ease of use. Installing the app is simple as it only requires you to follow the instructions from the wizard setup. Upon completion, the app provides you with more than 1,500 packages in its distribution. In it, you will find the Anaconda Navigator, which is the graphical alternative to the command-line interface. This makes it easy for users to launch applications and manage packages and environments without using the command-line commands. You will also find the Conda package, which is a virtual environment manager. This feature quickly installs the dependencies along with the frequent updates. It also facilitates the creation and loading with equal speed and even allows easy environment switching. What makes Conda different from Python's PIP is that it checks for the requirement of the dependencies before installing them. More importantly, it provides warnings if dependencies already exist. ### Functions and usability Anaconda is an enterprise-level software bundle that provides a host of innovative options to the end-user. As mentioned, it is great for managing all kinds of information and provides users an environment that facilitates access to heavy amounts of data. It enables organizations to successfully secure, interpret, scale, and store data critical to their operation. Not only that, but it also works to simplify the process of working together on large batches of information. Another core benefit of using Anaconda is its enhanced interdepartmental collaboration. The app prioritizes group functionality, allowing you to coordinate with multiple teams when working on one data project together. It updates changes in real-time and is compatible with most cloud services, such as [Google Drive](https://google-drive.en.softonic.com/). Moreover, it also employs a number of data sources to guarantee redundancy, including [SQL](https://en.softonic.com/downloads/sql-database), NoSQL, and Flat Files. Anaconda is modular in nature. You can adjust it depending on your or your organization's needs. Not only that, but the app also provides access to other coding languages besides Python. Be warned, though. Some [programming languages](https://en.softonic.com/windows/programming-languages) may cause a few issues due to the real-time compilation. However, most of the time, restarting the program fixes the problem. ### Verdict Overall, Anaconda is a data science platform that is best to use when working with a group. The app provides the users with the ability to work with and modify data found in large quantities. Not only that, but it also offers enhanced collaboration features, allowing you to coordinate with multiple teams seamlessly. However, as noted, this tool works best for large projects. Its features and functions are not suited for smaller amounts of data. ![](https://images.sftcdn.net/images/t_avatar-96/editor-profiles/cathy-buggs/profile) Cathy Buggs With decades of experience in IT management and later as a writer and tutor, she combines technical knowledge with a passion for clear communication. His work spans editing, teaching, and writing, bringing authority and precision to content on technology and related fields. - ### Pros - Easy package install - Best suited for large amounts of data - Scalable nodes and functions - More than 1,500 packages available - ### Cons - Can be difficult to navigate - Issues with some languages - Resource-intensive - Not suitable for smaller projecrs - [2025\.12-1 1.20 GB](https://en.softonic.com/download/anaconda/windows/post-download/v/2025.12-1 "Download Anaconda 2025.12-1") - [2025\.06-1 958.98 MB](https://en.softonic.com/download/anaconda/windows/post-download/v/2025.06-1 "Download Anaconda 2025.06-1") - [2024\.10-1 996.70 MB](https://en.softonic.com/download/anaconda/windows/post-download/v/2024.10-1 "Download Anaconda 2024.10-1") [View all](https://anaconda.en.softonic.com/versions) ![Image 0 for ](https://assets.sftcdn.net/public/d8b289.svg) 1/3 ![](https://images.sftcdn.net/images/t_app-cover-s,f_auto/p/e67fdc60-20f5-4d1e-822d-1d1b6e17ce66/878472340/anaconda-anaconda%202.png)![](https://images.sftcdn.net/images/t_app-cover-s,f_auto/p/e67fdc60-20f5-4d1e-822d-1d1b6e17ce66/3568566590/anaconda-anaconda%203.png)![](https://images.sftcdn.net/images/t_app-cover-s,f_auto/p/e67fdc60-20f5-4d1e-822d-1d1b6e17ce66/934086275/anaconda-anaconda%201.png) ![](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7) 0/3 ## App specs - ### License Free - ### Version 2025\.12-2 - [2025\.12-1](https://en.softonic.com/download/anaconda/windows/post-download/v/2025.12-1?dt=internalDownload "Version: 2025.12-1") - [2025\.06-1](https://en.softonic.com/download/anaconda/windows/post-download/v/2025.06-1?dt=internalDownload "Version: 2025.06-1") - [2024\.10-1](https://en.softonic.com/download/anaconda/windows/post-download/v/2024.10-1?dt=internalDownload "Version: 2024.10-1") - [2024\.10](https://en.softonic.com/download/anaconda/windows/post-download/v/2024.10?dt=internalDownload "Version: 2024.10") - [3\.12](https://en.softonic.com/download/anaconda/windows/post-download/v/3.12?dt=internalDownload "Version: 3.12") - ### Latest update February 20, 2026 - ### Platform Windows [Other platforms (1)](https://anaconda.en.softonic.com/#other-platforms) - ### OS Windows 11 - ### Downloads 319\.9K ### Last month's downloads - 5\.1K - ### Size 1\.20 GB - ### Developer - [anaconda](https://www.anaconda.com/) - [More programs (3)](https://en.softonic.com/author/anaconda) * [Add review](https://anaconda.en.softonic.com/community-reviews) - [Report Software](https://forms.gle/MSvqpDFANaFfMxa87) - [Alternative apps](https://anaconda.en.softonic.com/windows/alternatives) ## Also available in other platforms - [Anaconda for Mac](https://anaconda.en.softonic.com/mac) ## Program available in other languages - [ダウンロード Anaconda](https://anaconda.softonic.jp/) - [Anaconda indir](https://anaconda.softonic.com.tr/) - [تنزيل Anaconda](https://anaconda.softonic-ar.com/) - [Scarica Anaconda](https://anaconda.it.softonic.com/) - [Descargar Anaconda](https://anaconda.softonic.com/) - [Anaconda 다운로드](https://anaconda.softonic.kr/) - [Скачать Anaconda](https://anaconda.softonic.ru/) - [Pobierz Anaconda](https://anaconda.softonic.pl/) - [下载Anaconda](https://anaconda.softonic.cn/) - [Unduh Anaconda](https://anaconda.softonic-id.com/) - [Télécharger Anaconda](https://anaconda.fr.softonic.com/) - [Anaconda herunterladen](https://anaconda.de.softonic.com/) - [Tải xuống Anaconda](https://anaconda.vi.softonic.com/) - [Baixada do Anaconda](https://anaconda.softonic.com.br/) - [Download Anaconda](https://anaconda.softonic.nl/) * [![Icon of program: Anaconda](https://assets.sftcdn.net/public/d8b289.svg)](https://anaconda.en.softonic.com/) ## [Anaconda for PC](https://anaconda.en.softonic.com/) - Free - [4\.1308](https://anaconda.en.softonic.com/#add-user-review "Add review for Anaconda") - 319\.9K - V 2025\.12-2 [Free Download for PC](https://anaconda.en.softonic.com/download) *** ## User reviews about Anaconda 4\.1 1 reviews [Add review](https://anaconda.en.softonic.com/community-reviews) ## Main reviews for you - Sort by: Latest - Latest - Score ![](https://avatars.sftcdn.net/default/09.svg) ### Anonymous user October 8, 1974 #### Title Review. Read more - Helpful (0) - Not Helpful (0) ![](https://avatars.sftcdn.net/default/00.svg) ### Developer reply October 8, 1974 Comment. Read more - ![](https://avatars.sftcdn.net/default/05.svg) ### Anonymous user October 16, 2018 When it comes to organizing and securing the data of our company, Anaconda is the most trusted software package of our package. Since I started working in our company and up until now we are still using this because it can do a lot of things like interpreting and scaling the stored data which gives convenience to my work. 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Readable Markdown	## Python-based data science platform Anaconda is a data science platform built around the programming language Python. This open-source [development](https://en.softonic.com/windows/development) tool works as an all-in-one [data management](https://en.softonic.com/downloads/data-management) tool, creating an environment that facilitates access to heavy amounts of data. If you and your team need to secure, interpret, scale, and store critical data, this app can help. Users must note, however, that Anaconda is targeted at a very niche audience. It focuses on large amounts of data, making it not suitable for small projects. Competitions, like [Dev C++](https://bloodshed-dev-c.en.softonic.com/), are a better choice when you are working on producing a smaller amount of data. ### Installation and packages Anaconda is primarily developed to support data science and machine learning tasks. It focuses on the distribution of R and [Python](https://python.en.softonic.com/) programming languages and aims at simplifying the data management and deployment of the mentioned languages. It offers all the required packaged involved in data science at once. However, despite that, programmers still choose this program for fast installation and ease of use. Installing the app is simple as it only requires you to follow the instructions from the wizard setup. Upon completion, the app provides you with more than 1,500 packages in its distribution. In it, you will find the Anaconda Navigator, which is the graphical alternative to the command-line interface. This makes it easy for users to launch applications and manage packages and environments without using the command-line commands. You will also find the Conda package, which is a virtual environment manager. This feature quickly installs the dependencies along with the frequent updates. It also facilitates the creation and loading with equal speed and even allows easy environment switching. What makes Conda different from Python's PIP is that it checks for the requirement of the dependencies before installing them. More importantly, it provides warnings if dependencies already exist. ### Functions and usability Anaconda is an enterprise-level software bundle that provides a host of innovative options to the end-user. As mentioned, it is great for managing all kinds of information and provides users an environment that facilitates access to heavy amounts of data. It enables organizations to successfully secure, interpret, scale, and store data critical to their operation. Not only that, but it also works to simplify the process of working together on large batches of information. Another core benefit of using Anaconda is its enhanced interdepartmental collaboration. The app prioritizes group functionality, allowing you to coordinate with multiple teams when working on one data project together. It updates changes in real-time and is compatible with most cloud services, such as [Google Drive](https://google-drive.en.softonic.com/). Moreover, it also employs a number of data sources to guarantee redundancy, including [SQL](https://en.softonic.com/downloads/sql-database), NoSQL, and Flat Files. Anaconda is modular in nature. You can adjust it depending on your or your organization's needs. Not only that, but the app also provides access to other coding languages besides Python. Be warned, though. Some [programming languages](https://en.softonic.com/windows/programming-languages) may cause a few issues due to the real-time compilation. However, most of the time, restarting the program fixes the problem. ### Verdict Overall, Anaconda is a data science platform that is best to use when working with a group. The app provides the users with the ability to work with and modify data found in large quantities. Not only that, but it also offers enhanced collaboration features, allowing you to coordinate with multiple teams seamlessly. However, as noted, this tool works best for large projects. Its features and functions are not suited for smaller amounts of data.
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