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Julia VS Socrata Open Data API

Compare Julia VS Socrata Open Data API and see what are their differences

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Contents:
  1. » Base Details
  2. » Videos
  3. » Reviews
  4. » Alternatives

Julia logo Julia

Julia is a sophisticated programming language designed especially for numerical computing with specializations in analysis and computational science. It is also efficient for web use, general programming, and can be used as a specification language.

Socrata Open Data API logo Socrata Open Data API

Socrata Open Data API provides an open, standards-based application programming interface to access governement datasets.
  • Julia Landing page
    Landing page //
    2023-09-15

We recommend LibHunt Julia for discovery and comparisons of trending Julia projects.

  • Socrata Open Data API Landing page
    Landing page //
    2023-09-30

Julia features and specs

  • High Performance
    Julia uses Just-In-Time (JIT) compilation which allows it to run at speeds close to those of statically compiled languages like C and Fortran.
  • Ease of Use
    Julia’s syntax is simple and intuitive, similar to that of Python, making it accessible for newcomers and convenient for rapid development.
  • Strong Support for Mathematical Computing
    Designed with numerical and scientific computing in mind, Julia includes powerful mathematical functions and supports arbitrary precision arithmetic.
  • Multiple Dispatch
    Julia's multiple dispatch feature allows functions to be defined across many combinations of argument types which can lead to more flexible and extensible code.
  • Rich Ecosystem
    Julia has a growing ecosystem of libraries and tools, supported by an active community, catering to a wide range of applications including data science, machine learning, and more.
  • Interoperability
    Julia can easily call C and Fortran libraries directly without the need for wrappers, and it can also interact with Python, R, and MATLAB code.
  • First-Class Support for Parallelism
    Julia natively supports parallel and distributed computing, enabling efficient handling of large-scale computations.

Possible disadvantages of Julia

  • Immature Ecosystem
    Despite rapid growth, Julia's ecosystem is still not as mature or extensive as those of older, more established languages like Python or R.
  • Long Compilation Time
    The JIT compilation can lead to longer initial startup times for scripts, which might be a drawback for users accustomed to instantaneous execution.
  • Breaking Changes
    The language is still evolving, and updates sometimes include breaking changes that can disrupt existing codebases.
  • Limited Learning Resources
    Compared to other popular languages, there are fewer tutorials, books, and community resources for learning Julia.
  • Smaller Community
    While growing, the Julia community is smaller compared to well-established languages, which might limit the availability of peer support and community-driven development.
  • Package Management Issues
    Users sometimes experience difficulties with package management and dependency issues, especially when using older packages or packages with many dependencies.
  • Less Enterprise Adoption
    Julia has not been widely adopted in the enterprise sector, which can affect its perceived stability and support for mission-critical applications.

Socrata Open Data API features and specs

No features have been listed yet.

Julia videos

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Julie & Julia Movie Review: Beyond The Trailer

More videos:

  • Review - 'Julie & Julia' review by Michael Phillips
  • Review - Julie & Julia movie review by Kenneth Turan

Socrata Open Data API videos

No Socrata Open Data API videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Julia and Socrata Open Data API)

Julia

Socrata Open Data API

Programming Language
100 100%
Programming Language
0% 0
Data Integration
0 0%
Data Integration
100% 100
Technical Computing
100 100%
Technical Computing
0% 0
ETL
0 0%
ETL
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Julia and Socrata Open Data API

Julia Reviews

7 Best MATLAB alternatives for Linux
Julia is capable of direct calling C and Fortran libraries. You can create scripts in interactive mode (REPL) and by using its embedding API you can use Julia with other programming languages easily.
Source: cyanogenmods.org
15 data science tools to consider using in 2021
Julia 1.0 became available in 2018, nine years after work began on the language; the latest version is 1.6, released in March 2021. The documentation for Julia notes that, because its compiler differs from the interpreters in data science languages like Python and R, new users "may find that Julia's performance is unintuitive at first." But, it claims, "once you understand...
Source: searchbusinessanalytics.techtarget.com
10 Best MATLAB Alternatives [For Beginners and Professionals]
Talking about its capability, Julia can load multidimensional datasets and can perform various actions on them with total ease. Julia has over 13 million downloads as of today. It’s the proof of its flexibility
Source: thetechtop10.com
6 MATLAB Alternatives You Could Use
Strictly speaking, Julia is not a full “alternative” to MATLAB, in the sense that it’s essentially a high-level, dynamic programming language, intended for numerical computing. However, you can easily use it via the free Juno IDE. As for the language itself, it comes with a sophisticated compiler, with support for distributed parallel computing, and a large mathematical...
Source: beebom.com

Socrata Open Data API Reviews

We have no reviews of Socrata Open Data API yet.
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Social recommendations and mentions

Based on our record, Julia seems to be a lot more popular than Socrata Open Data API. While we know about 125 links to Julia, we've tracked only 2 mentions of Socrata Open Data API. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Julia mentions (125)

  • Top Programming Languages for AI Development in 2025
    Julia: Exceptional Numerical Processing. - Source: dev.to / 15 days ago
  • Building a Secret Scanner in Julia: A GitLeaks Alternative
    To use Julia – one of the best programming languages, which is unfairly considered niche. Its applications go far beyond HPC. It’s perfectly suited for solving a wide range of problems. - Source: dev.to / 20 days ago
  • A data scientist's journey building a B2B data product with Julia and Pluto
    In this post, I’m exploring dev tools for data scientists, specifically Julia and Pluto.jl. I interviewed Mandar, a data scientist and software engineer, about his experience adopting Pluto, a reactive notebook environment similar to Jupyter notebooks. What’s different about Pluto is that it’s designed specifically for Julia, a programming language built for scientific computing and machine learning. - Source: dev.to / 3 months ago
  • What is Open-Source? Beginners Guide How to Get Started.
    Julia Seasons of Contributions (JSoC). - Source: dev.to / 3 months ago
  • I Chose Common Lisp
    Related, Julia: https://julialang.org/. - Source: Hacker News / 4 months ago
View more

Socrata Open Data API mentions (2)

  • If you see something, do something
    The Socrata Open Data API (SODA) provides programmatic access to this dataset including the ability to filter, query, and aggregate data. For more more information, view the API docs for this dataset or visit our developer portal. Source: almost 3 years ago
  • What is the best way to practice transformations?
    Most of the credit goes to Socrata for providing unified APIs to US government data sources, however we do have some people publishing data directly on the platform too (e.g. The Trase project or the OxCOVID19 database). Source: over 3 years ago

What are some alternatives?

When comparing Julia and Socrata Open Data API, you can also consider the following products

Python - Python is a clear and powerful object-oriented programming language, comparable to Perl, Ruby, Scheme, or Java.

DeviceAtlas - DeviceAtlas offers device detection for mobile and connected devices.

MATLAB - A high-level language and interactive environment for numerical computation, visualization, and programming

Eligible - Payment Infrastructure for Healthcare. Eligible is a software suite that increases yield while decreasing cost to collect.

GNU Octave - GNU Octave is a programming language for scientific computing.

People Data API - PIPL's People Data API provides one API to retrieve structured social, contact, demographic & professional information about a person.

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