pydata.org

DR 86by AhrefsMedium Opportunity · 60/100

About

Find answers to common questions about PyData Berlin 2025 conference including tickets, dates, access, and more to plan your participation effectively.

Categorycomputers_electronics_and_technology/programming_and_developer_software

Top 51,007

Global Rank

United States 23%

Top Market

-14%

Monthly Trend

56% Bounce

Engagement Signal

Monthly Visits

1,225,744

↓13.9% vs last month

Bounce Rate

56.2%

Pages / Visit

2.3

Avg. Session

2m 24s

Domain Age

14.5 years

Traffic

#51,007Global Rank

#40,017Country Rank (840)

#824Category Rank · Programming_and_Developer_Software

Traffic Trend

↓13.9%

Traffic Sources

Organic Search

68.3%

Direct

20.0%

Social

2.5%

Referral

8.6%

Paid

0.0%

0.6%

SEO-dependent: 68.3% from organic search

Geographic Distribution

DomainShare

🇺🇸United StatesUS

23.4%

🇮🇳IndiaIN

8.9%

🇩🇪GermanyDE

6.9%

🇬🇧United KingdomGB

5.1%

🇫🇷FranceFR

3.8%

Top 3 countries account for 39.3% of traffic

SEO & Keywords

Top Keywords

Keyword
pandas	124.5K	$0.75	$55.1K
seaborn	28.3K	$1.74	$22.1K
pandas python	27.6K	$1.18	$18.1K
python pandas	11.1K	$0.79	$6.4K
pandas documentation	9.9K	$1.87	$9.7K

SERP Rankings

Keyword			Ranking URL
groupby	#7	📄	pandas.pydata.org/pandas-docs/stable/reference/groupby.html	6,110	$0.43
groupby	#4	📄	pandas.pydata.org/pandas-docs/stable/user_guide/groupby.html	6,110	$0.43
groupby	#2	📄	pandas.pydata.org/docs/reference/api/pandas.DataFrame.groupby.html	6,110	$0.43
pandas dropna	#4	📄	pandas.pydata.org/pandas-docs/version/0.21/generated/pandas.DataFrame.dropna.html	2,660	—
pandas dropna	#1	📄	pandas.pydata.org/docs/reference/api/pandas.DataFrame.dropna.html	2,660	—

Business & Domain

Domain Information

RegistrarNameCheap, Inc.

Registered2011-12-16

Expires2028-12-16

Name Servershenry.ns.cloudflare.com, kristin.ns.cloudflare.com

Growth Readout

Traffic declined for 3 consecutive months — under pressure recently

5 tracked competitors in this category — competitive landscape is well-defined

How does pydata.org actually grow?

This page shows the surface. A Growth Teardown reverse-engineers the full playbook — which keywords drive signups, where backlinks come from, which channels convert, and what you can replicate in your own product.

Competitive Landscape

geeksforgeeks.org

🔗 4 keyword overlap

Your All-in-One Learning Portal: GeeksforGeeks is a comprehensive educational platform that empowers learners across domains-spanning computer science and programming, school education, upskilling, commerce, software tools, competitive exams, and more.

22.8M/mo-6%Mar 2009

Shares 4 keywords including "groupby"

pydata.org vs geeksforgeeks.org →Visit Website ↗

w3schools.com

🔗 3 keyword overlap

W3Schools offers free online tutorials, references and exercises in all the major languages of the web. Covering popular subjects like HTML, CSS, JavaScript, Python, SQL, Java, and many, many more.

17.9M/mo-8%Mar 2000

Shares 3 keywords including "pandas dropna"

pydata.org vs w3schools.com →Visit Website ↗

ionos.com

🔗 2 keyword overlap

Microsoft Customer Agreement

7.0M/mo+1%Feb 2000

Shares 2 keywords including "dropna"

pydata.org vs ionos.com →Visit Website ↗

apache.org

🔗 2 keyword overlap

home page of the apache software foundation

3.9M/mo-10%Apr 1995

Shares 2 keywords including "pandas dropna"

pydata.org vs apache.org →Visit Website ↗

realpython.com

🔗 2 keyword overlap

Understand how Real Python collects, uses, and protects your personal information. Our privacy policy explains your rights and how we safeguard your data while providing Python education.

1.0M/mo-7%Aug 2012

Shares 2 keywords including "pandas dropna"

pydata.org vs realpython.com →Visit Website ↗

View full competitive analysis of pydata.org →

Report based on data from May 2026

See a sample report