r/analytics is a subreddit with 282k members. The most common kinds of discussions are advice requests and solution requests, and the community frequently discusses data, analytics, dashboard, business, and tools, 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
: "Are we collecting more data than we can use?"
24 posts
#2
Solution Requests
: "Question about open source BI platforms"
3 posts
#3
Pain & Anger
: "Feeling frustrated as a junior who has never worked with other analysts or had a senior analyst to learn from."
2 posts
#4
Self-Promotion
: "[For Hire] Business Process & Data Analyst – Process Optimization, Tech Evaluation & Scaling Operations"
1 post
Popular Topics in r/analytics
#1
Data
: "I know Python, but I do 95% of my Data prep in SQL. Am I building bad habits?"
22 posts
#2
Analytics
: "What do you wish you could automate in Analytics?"
21 posts
#3
Dashboard
: "being forced to build Dashboards for garbage data is breaking my spirit"
4 posts
#4
Business
: "Assessment for analytics/Business intelligence"
4 posts
#5
Tools
2 posts
#6
Data Analytics
: "Transition from Audit Funds to Data Analytics - tips"
2 posts
#7
Ai
: "Amex MIS & Advanced Analytics — Ai impact?"
2 posts
#8
Ga4
: "Do your Ga4 event names actually make sense to anyone outside analytics?"
2 posts
#9
Data Analyst
: "Data Analyst to Data Governance: is it actually a better move?"
2 posts
#10
Data Governance
: "Data Analyst to Data Governance: is it actually a better move?"
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
: "I know Python, but I do 95% of my data prep in SQL. Am I building bad habits?"
83 posts
#2
Discussion
: "Phrases heard in analytics meetings, translated"
56 posts
#3
Support
: "Is anyone else worried about your long term future in data analytics?"
16 posts
#4
News
: "I secured a fall internship!"
1 post
Member Growth in r/analytics
Yearly
+51k members(22.0%)
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About
GummySearch helps people research Reddit communities by organizing activity, growth, themes, and post-level signals into one place.
This page gives a focused view of r/analytics, including current member size, discussion patterns, product reviews, and related communities to explore.
This data is synced periodically so insights stay current and useful for ongoing research.
Last updated: September 12, 2026