Breaknorm
Sign inStart free

Product

SignalsPeopleCompaniesLocal businessesMCP and API

Plays

Post engagersTeam build-outChampion movedHiring surgeNewly fundedLookalikesAll plays

Data

Coverage by countryHiring dataJob changesEmail verificationCompanies by toolWho is hiringMarket mapsOutboundCompany profilesCompare
PricingDatasetsDocsSign in
Compare · api specs data formats

Apache Parquet VS CSV

As of 30 October 2026, CSV is named by 569 companies and Apache Parquet by 506; Apache Parquet skews to companies under 200 people (42% vs 44%), CSV to companies over 1,000 (32% vs 32%).

As of 30 October 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.

The website-and-DNS footprint is not comparable between a marketing suite and a CRM: Apache Parquet's script and mail records show on hundreds of thousands of small sites, CSV rarely leaves a trace outside its own apps. Compare on the job-posting numbers; use the footprint for reach.

Apache Parquet: 2–200 employees
42%
CSV: 2–200 employees
44%
Apache Parquet: 1,000+ employees
32%
CSV: 1,000+ employees
32%
Postings per company, 90 days
2.0 · 1.7
Website or DNS footprint
0 · 0
506companies name Apache Parquet
569companies name CSV
126name both
996 · 979postings in 90 days, Apache Parquet · CSV
02Side by side

Who chooses which

Share of each tool's companies in every segment. "Leans" marks a gap of more than two points.

By company size
SegmentApache ParquetshareCSVshareLeans
Self-employed71%92%even
2-10 employees377%417%even
11-50 employees6012%7613%even
51-200 employees11723%13424%even
201-500 employees6513%6812%even
501-1000 employees5811%5810%even
1001-5000 employees6813%7914%even
5001-10000 employees265%356%even
10,001+ employees6813%6912%even
By industry
SegmentApache ParquetshareCSVshareLeans
Technology & software26152%25946%Apache Parquet
Business & finance services11222%11120%Apache Parquet
Manufacturing & industry469%6111%even
Public, community & associations255%122%Apache Parquet
Media & content122%112%even
Utilities & infrastructure92%153%even
Commerce & trade82%254%CSV
Automotive71%102%even
Consumer services & leisure71%122%even
Transport, logistics & rental51%193%CSV
Health care41%163%CSV
Property & construction41%132%even
By country
SegmentApache ParquetshareCSVshareLeans
United States34167%35462%Apache Parquet
United Kingdom316%346%even
Germany224%488%CSV
France153%244%even
India143%71%even
Canada133%234%even
Australia51%81%even
Netherlands51%––outside top 12
Poland51%61%even
Brazil41%92%even
Switzerland41%––outside top 12
Italy41%51%even
Spain––112%outside top 12
Austria––41%outside top 12
Postings by team (share of each tool's postings)
SegmentApache ParquetshareCSVshareLeans
Data & AI86964%33426%Apache Parquet
Software engineering29322%37129%CSV
IT operations & business systems222%13110%CSV
Engineering (non-software)161%413%even
Product, program & project management81%403%CSV
General management & consulting71%60%even
Sales71%161%even
Finance & accounting60%121%even
Customer service & success40%252%even
Legal, compliance & risk30%––outside top 12
Skilled trades and field service30%––outside top 12
Administration & office10%81%even
Marketing & communications––121%outside top 12
Quality, safety & environment––121%outside top 12
Cite this

Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.

CSV is named by 569 companies in job postings and Apache Parquet by 506; 126 name both. (Breaknorm, 30 October 2026, https://breaknorm.co/compare/apache-parquet-vs-csv)
How we know

Read from the source, not self-reported

Every number on this page can be traced to a page we crawled or a posting we read. Full methodology →

  • Job postingsRead hourly from career sites. A tool counts when the employer's own text names it as the team's system; both tools can count for one company.
  • Website and DNSScripts and embeds on the company's pages, plus SPF, DKIM, MX and CNAME records of its domain that point at the vendor.
  • SegmentsCountry, size and industry from the company profile built from its website.
  • Not a reviewNo ratings, prices or feature claims. For those, read the vendors.
FAQ

Apache Parquet vs CSV: questions

Which is more used, Apache Parquet or CSV?

By companies naming it in their own job postings, CSV (569) over Apache Parquet (506). By website-and-DNS footprint, CSV (0 vs 0), because its scripts and mail records sit on many small company sites.

Who chooses Apache Parquet?

42% of Apache Parquet companies have 2 to 200 employees, against 44% for CSV. 32% of Apache Parquet companies have over 1,000 employees, against 32% for CSV.

Do companies run both?

126 companies name both in their postings, usually Apache Parquet in marketing and CSV in sales, or during a migration.

Where do these numbers come from?

From the employer's own text in job postings read hourly from career sites, and from scripts found on company websites in our crawl. No vendor data, no surveys.

Companies and people

Get either list your way

The same data as a search, over MCP and the API, as bulk files, or pushed to you as it changes.

Every company on either tool,
with the person who owns it

Filter on Apache Parquet or CSV. Start free, no card.

  1. 01Sign up, no card
  2. 02Connect Claude, ChatGPT or an API key
  3. 03Ask for your market