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Subcategory answer

Big data processing frameworks

10,746

companies run at least one of the 4 technologies in it, 0.02% of 54,527,857 in the index. Landing 12 Sept 2026.

Distributed data processing and storage stacks such as Hadoop/Spark and related ecosystem components.

Share of the subcategory by month

Google Dataproc 40.3%Other 59.5%
Google DataprocApache SparkOther

Share of companies running any technology in this subcategory, monthlyof 10,746 companies with any of themlanding 12 Sept 2026

Each month is drawn as 100%, so the bands are shares and not counts; a company running two of these technologies is counted in both, and everything past the fourth is folded into Other. The series starts January 2021 because the panel is anchored at 31 Dec 2020

The 207 numbers in this chart
MonthGoogle DataprocApache SparkOther
2021-0140.1%0.22%59.7%
2021-0240.1%0.22%59.7%
2021-0340.1%0.22%59.7%
2021-0440.1%0.22%59.7%
2021-0540.1%0.22%59.7%
2021-0640.1%0.22%59.7%
2021-0740.1%0.22%59.7%
2021-0840.1%0.22%59.7%
2021-0940.1%0.22%59.7%
2021-1040.1%0.22%59.7%
2021-1140.1%0.22%59.7%
2021-1240.1%0.22%59.7%
2022-0140.1%0.22%59.7%
2022-0240.1%0.22%59.7%
2022-0340.1%0.22%59.7%
2022-0440.1%0.22%59.7%
2022-0540.1%0.22%59.7%
2022-0640.1%0.22%59.7%
2022-0740.1%0.22%59.7%
2022-0840.1%0.22%59.7%
2022-0940.1%0.22%59.7%
2022-1040.1%0.22%59.7%
2022-1140.1%0.22%59.7%
2022-1240.1%0.22%59.7%
2023-0140.1%0.22%59.7%
2023-0240.1%0.22%59.7%
2023-0340.1%0.22%59.7%
2023-0440.1%0.22%59.7%
2023-0540.1%0.22%59.7%
2023-0640.1%0.22%59.7%
2023-0740.1%0.22%59.7%
2023-0840.1%0.22%59.7%
2023-0940.1%0.22%59.7%
2023-1040.1%0.22%59.7%
2023-1140.1%0.22%59.7%
2023-1240.1%0.22%59.7%
2024-0140.1%0.22%59.7%
2024-0240.1%0.22%59.7%
2024-0340.1%0.22%59.7%
2024-0440.1%0.22%59.7%
2024-0540.1%0.22%59.7%
2024-0640.1%0.22%59.7%
2024-0740.1%0.22%59.7%
2024-0840.1%0.22%59.7%
2024-0940.1%0.22%59.7%
2024-1040.1%0.22%59.7%
2024-1140.1%0.22%59.7%
2024-1240.1%0.22%59.7%
2025-0140.1%0.22%59.7%
2025-0240.1%0.22%59.7%
2025-0340.1%0.22%59.7%
2025-0440.1%0.22%59.7%
2025-0540.1%0.22%59.7%
2025-0640.1%0.22%59.7%
2025-0740.1%0.22%59.7%
2025-0840.1%0.22%59.7%
2025-0940.1%0.22%59.7%
2025-1040.1%0.22%59.7%
2025-1140.1%0.22%59.7%
2025-1240.1%0.22%59.7%
2026-0140.3%0.22%59.5%
2026-0240.3%0.22%59.5%
2026-0340.3%0.22%59.5%
2026-0440.3%0.22%59.5%
2026-0540.3%0.22%59.5%
2026-0640.3%0.22%59.5%
2026-0740.3%0.22%59.5%
2026-0840.3%0.22%59.5%
2026-0940.3%0.22%59.5%

The technologies ranked in Big data processing frameworks

Companiesof 10,746 with any of themlanding 12 Sept 2026

#
Technology
Vendor
Companies
Share
1
Google
6,455
60.1%
2
Apache Software Foundation
25
0.23%

2 of 4 technologiesa company running two of them is counted in both, so the shares do not sum to 100%under 20 companies no share is published

2 of the 10 most detected technologies here sit under the publication gate on detector quality of 0.90, so they are listed rather than ranked: Azure HDI 10,222, Apache Beam 0.