Most Popular Data Analyst Programming languages

[{"selector":"#anim-f89203cc-eef0-440d-8aca-29c7465a5f66","keyframes":{"opacity":[0,1]},"delay":200,"duration":1400,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-3b9ac782-d397-48fa-95cd-ad63aaf2be2b","keyframes":{"transform":["translate3d(-115.55555%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":200,"duration":1400,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}]

1. Python

[{"selector":"#anim-8696b54d-8148-4d1b-b76a-9b03a1f33bc8","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e1ada346-65e1-474b-bb19-f7d3a5479d80","keyframes":{"transform":["translate3d(-115.55555%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-61c28d66-7b85-4426-bac5-48841c3d6291","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-981538a4-0eb9-489e-89f4-608afe969540","keyframes":{"transform":["translate3d(-115.45741%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Python is a versatile and beginner-friendly language often used for data analysis due to its rich ecosystem of libraries.

2. R

[{"selector":"#anim-5c8862fc-32c7-499a-ab64-1bbc38e137a8","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c5eb565c-3e6d-4542-ace6-04fd13cb7aac","keyframes":{"transform":["translate3d(-115.14196%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-7f520b8c-aef0-40c3-9399-06d40f4b6f1e","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c0e52e10-c798-4108-ae29-747deebb3deb","keyframes":{"transform":["translate3d(-116.33987%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] R is a statistical programming language with a strong focus on data analysis and visualization.

3. Java

[{"selector":"#anim-05bd56a4-bd7e-42f6-bde4-dc76c138a7fe","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c26cb849-3564-4788-bc79-04abddbfec26","keyframes":{"transform":["translate3d(-115.45741%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-f9117400-0fe4-42e5-9248-7a75940d2336","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-ae798cc1-12b2-45e6-a315-6b24022c1ca1","keyframes":{"transform":["translate3d(-115.60509%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Java is employed for big data processing and analysis, especially when working with Hadoop and Spark frameworks.

4. SQL

[{"selector":"#anim-9ba627d8-99de-42b4-bd8d-e2035b6c023e","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-160e8514-668c-4537-934a-c41156221cb3","keyframes":{"transform":["translate3d(-119.12751%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-32d98966-e8cb-402e-adae-ff7492cc3689","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-296a71f6-4989-4aaa-95b0-3f4803fc762a","keyframes":{"transform":["translate3d(-115.14196%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] SQL is used for managing and querying relational databases, a fundamental skill for data analysts.

5. SAS

[{"selector":"#anim-bf635593-97ea-4a87-a4a6-5979f10e8a61","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-03dcbd3e-3ffa-4457-978b-3e824a40246f","keyframes":{"transform":["translate3d(-119.12751%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-dfb4ccf7-f8d8-41b7-87d2-71daa52829da","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8fcf584a-9fc2-4eff-9b6e-061960f79a41","keyframes":{"transform":["translate3d(-115.14196%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] SAS is a software suite used for advanced analytics, data management, and reporting in industries like healthcare and finance.

6. Julia

[{"selector":"#anim-fceaa8f6-c5df-4477-91e8-fe0a1a68b97a","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-3002f74d-c32f-4900-af27-18bb552f9ecd","keyframes":{"transform":["translate3d(-119.12751%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-770180d5-f27c-4552-a915-b8eb84045d9d","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-352373f5-ab4d-40b3-8e55-516197d826ba","keyframes":{"transform":["translate3d(-114.8265%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Julia is known for its speed and is gaining popularity in scientific computing and data analysis for tasks.

7. MATLAB

[{"selector":"#anim-c9876212-a1e2-4866-a1f2-5d95a9e050d7","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-bf3fa15f-71e3-416e-a88b-a4d0d1391721","keyframes":{"transform":["translate3d(-119.12751%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-5661d8ab-6249-4dba-9a2d-47091a80b723","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c92fd311-a572-4a04-b60b-27ae17f793f0","keyframes":{"transform":["translate3d(-116.88312%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] MATLAB is widely used in academia and industry for numerical computing, data analysis, and visualization, etc.

8. Scala

[{"selector":"#anim-60ad6bac-4161-449f-82b7-6dd8218db22d","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-70a23649-70a9-4a2f-9286-1a644ff096a1","keyframes":{"transform":["translate3d(-119.12751%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-05d3f9ff-6d65-4c2a-a1d1-4f8919e63344","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-2dc38cd8-7d8a-49c8-b675-7df013a8d69f","keyframes":{"transform":["translate3d(-116.88312%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Scala is chosen for big data processing with Apache Spark, offering a combination of object-oriented and functional programming features.

Discover More Stories

[{"selector":"#anim-3950499f-f4ec-4780-99f1-f44e810b3eba","keyframes":{"opacity":[0,1]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-d331894a-c387-41ff-a656-0215913dc7ae","keyframes":{"transform":["translate3d(-119.12751%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Learn more