What are our data sources?
We use the data sources on the side for ranking solutions and awarding badges in big data integration tools category. Our data sources in big data integration tools category include;
Big data integration platforms help users aggregate and integrate big data from multiple data sources on the cloud to facilitate big data storage, management, and analysis. Big data that integrated via these platforms can be aggregated from different sources, such as IoT endpoint, business applications, and communication platforms.
If you’d like to learn about the ecosystem consisting of Big Data Integration Tools and others, feel free to check AIMultiple Data.
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We use the data sources on the side for ranking solutions and awarding badges in big data integration tools category. Our data sources in big data integration tools category include;
review websites
social media websites
search engine data for branded queries
According to the weighted combination of 7 data sources
Cloudera
Qubole
Adverity
MarkLogic
Azure Data Factory
Taking into account the latest metrics outlined below, these are the current big data integration tools market leaders. Market leaders are not the overall leaders since market leadership doesn’t take into account growth rate.
Cloudera
Qubole
Adverity
Azure Data Factory
MarkLogic
These are the number of queries on search engines which include the brand name of the solution. Compared to other Data categories, Big Data Integration Tools is more concentrated in terms of top 3 companies’ share of search queries. Top 3 companies receive 63%, 13% more than the average of search queries in this area.
2,070 employees work for a typical company in this solution category which is 2,049 more than the number of employees for a typical company in the average solution category.
In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 24 companies with >10 employees are offering big data integration tools. Top 3 products are developed by companies with a total of 30k employees. The largest company building big data integration tools is Dassault Systemes with more than 10,000 employees.
Taking into account the latest metrics outlined below, these are the fastest growing solutions:
Cloudera
Qubole
Adverity
MarkLogic
Azure Data Factory
We have analyzed reviews published in the last months. These were published in 4 review platforms as well as vendor websites where the vendor had provided a testimonial from a client whom we could connect to a real person.
These solutions have the best combination of high ratings from reviews and number of reviews when we take into account all their recent reviews.
This data is collected from customer reviews for all Big Data Integration Tools companies. The most positive word describing Big Data Integration Tools is “Easy to use” that is used in 6% of the reviews. The most negative one is “Difficult” with which is used in 3.00% of all the Big Data Integration Tools reviews.
According to customer reviews, most common company size for big data integration tools customers is 1,001+ employees. Customers with 1,001+ employees make up 43% of big data integration tools customers. For an average Data solution, customers with 1,001+ employees make up 40% of total customers.
These scores are the average scores collected from customer reviews for all Big Data Integration Tools. Big Data Integration Tools is most positively evaluated in terms of "Overall" but falls behind in "Ease of Use".
This category was searched on average for 93 times per month on search engines in 2022. This number has decreased to 90 in 2023. If we compare with other data solutions, a typical solution was searched 1.3k times in 2022 and this decreased to 1k in 2023.