r/analytics is a subreddit with 270k members. The most common kinds of discussions are advice requests and solution requests, and the community frequently discusses analytics, data, struggling, career, and data analytics, and they frequently recommend/review database software, python ide, and data visualization tool.
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
: "Data Analyst → Data Scientist: How do you actually upskill while working full-time + doing a Master’s?"
26 posts
#2
Solution Requests
: "Tired of manual data cleaning, need reporting automation"
15 posts
#3
Pain & Anger
: "Paid an agency £4k/month. Got a Canva report. Never again. Now trying GEO for Astra and terrified of repeating the mistake."
1 post
#4
Self-Promotion
: "I built a complete GA4 study guide + 50 practice questions (feedback welcome)"
1 post
Popular Topics in r/analytics
#1
Analytics
: "At what point does "Self-Service Analytics" just become an excuse for unmanaged Technical Debt?"
81 posts
#2
Data
: "Claude just generated a full Python Data pipeline… are Data workflows changing faster than expected?"
35 posts
#3
Struggling
33 posts
#4
Career
: "Next leap in Analytics Career"
31 posts
#5
Data Analytics
: "Use of Data Analytics in Recruitment Decisions"
26 posts
#6
Ai
: "Being asked to do engineering jobs because Ai"
25 posts
#7
Data Analyst
: "People from non data background are now Data Analyst with AI"
19 posts
#8
Hate
16 posts
#9
Looking For
15 posts
#10
Job
: "Monthly Career Advice and Job Openings"
14 posts
Products Discussed in r/analytics
Database Software
22 reviews
#1
Airtable
4.0★ from 3 reviews
#2
DuckDB
4.5★ from 2 reviews
#3
AWS
4.0★ from 2 reviews
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
Data Visualization Tool
12 reviews
#1
Tableau
4.7★ from 3 reviews
#2
Power BI
4.0★ from 2 reviews
#3
Looker
3.5★ from 2 reviews
Flair Used in r/analytics
#1
Question
: "Cushy ez Job = Drastic Loss of Skills. What to do?"
101 posts
#2
Discussion
: "A literal tragedy 😭"
80 posts
#3
Support
: "Being asked to do engineering jobs because AI"
11 posts
#4
News
: "Are we allowed to post Jobs in this thread?"
2 posts
Member Growth in r/analytics
Yearly
+52k members(23.8%)
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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: June 5, 2026