r/analytics is a subreddit with 279k members. The most common kinds of discussions are advice requests and solution requests, and the community frequently discusses analytics, data, career, tools, and dashboards, and they frequently recommend/review python ide, project management tool, and no code tools.
Dedicated to web analytics, data and business analytics. We're here to discuss analysis of data, learning of skills and implementation of web analytics.
Popular Themes in r/analytics
#1
Advice Requests
: "Is becoming a Financial Analyst worth it in 2026? Looking for honest advice."
29 posts
#2
Solution Requests
: "Which tools are most cost friendly for large quantities of users"
2 posts
#3
Pain & Anger
: "Anyone else legit concerned for the future of their careers?"
1 post
#4
Opportunities
: "Current Opportunities for someone with basic analytical skills"
1 post
Popular Topics in r/analytics
#1
Analytics
: "Is AI changing how people actually use Analytics?"
8 posts
#2
Data
: "My job title says analyst but every request lately says Data scientist. How are you handling prediction asks with an analyst toolkit?"
8 posts
#3
Career
: "How to move Career from HR(NBFC) to HR analyst field/Business Analyst in IT"
3 posts
#4
Tools
2 posts
#5
Dashboards
: "Be honest, what % of the Dashboards you've built actually get used?"
2 posts
#6
Ai
: "Is Analytics becoming more important because of Ai? Or is Ai making Analytics more important?"
2 posts
#7
Business Analytics
: "From Digital Marketing to Marketing Analytics/Business Analytics – Need a Roadmap"
2 posts
#8
Analyst
: "My job title says Analyst but every request lately says data scientist. How are you handling prediction asks with an Analyst toolkit?"
2 posts
#9
Sql
: "Has Genie reduced the adhoc Sql requests on your team ?"
2 posts
#10
Analysis
: "How much of your job is actually Analysis vs. just cleaning and reconciling data before you ever get to the interesting part?"
2 posts
Products Discussed in r/analytics
Python Ide
15 reviews
#1
JetBrains
4.7★ from 3 reviews
#2
Spyder
3.0★ from 3 reviews
#3
PyCharm
4.5★ from 2 reviews
Project Management Tool
8 reviews
#1
Asana
4.3★ from 3 reviews
#2
Jira
4.3★ from 3 reviews
#3
Microsoft Excel
3.0★ from 1 review
No Code Tools
5 reviews
#1
KNIME
4.0★ from 3 reviews
#2
Orange
4.0★ from 1 review
#3
Squark
5.0★ from 1 review
Flair Used in r/analytics
#1
Question
: "Company is banning Excel"
88 posts
#2
Discussion
: "went through a bunch of data analyst interviews recently, big gap between what i studied and what they actually asked"
43 posts
#3
Support
: "1.7 years of Data Analyst experience + 2.5-year career gap. How can I get back into the industry?"
15 posts
#4
News
: "I built a self-hosted Unified Agentic AI + Business Intelligence platform on DuckDB and Postgres — v1.0.0, source-available"
1 post
Member Growth in r/analytics
Yearly
+51k members(22.6%)
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Last updated: August 13, 2026