This statistic displays the various applications of data analytics and mining across procurement processes, according to chief procurement officers (CPOs) worldwide, as of 2017. Fifty-seven percent of the CPOs asked agreed that data analytics and mining had been applied to intelligent and advanced analytics for negotiations, and ** percent of them indicated data analytics and mining had been applied to supplier portfolio optimization processes.
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Deloitte. (February 9, 2017). Applications of data analytics and mining across procurement processes according to chief procurement officers (CPOs) worldwide, as of 2017 [Graph]. In ÌÇÐÄÆƽâ°æ. Retrieved July 24, 2026, from /statistics/728137/worldwide-application-of-data-analytics-and-mining-across-procurement-process/
Deloitte. "Applications of data analytics and mining across procurement processes according to chief procurement officers (CPOs) worldwide, as of 2017." Chart. February 9, 2017. ÌÇÐÄÆƽâ°æ. Accessed July 24, 2026. /statistics/728137/worldwide-application-of-data-analytics-and-mining-across-procurement-process/
Deloitte. (2017). Applications of data analytics and mining across procurement processes according to chief procurement officers (CPOs) worldwide, as of 2017. ÌÇÐÄÆƽâ°æ. ÌÇÐÄÆƽâ°æ Inc.. Accessed: July 24, 2026. /statistics/728137/worldwide-application-of-data-analytics-and-mining-across-procurement-process/
Deloitte. "Applications of Data Analytics and Mining across Procurement Processes According to Chief Procurement Officers (Cpos) Worldwide, as of 2017." ÌÇÐÄÆƽâ°æ, ÌÇÐÄÆƽâ°æ Inc., 9 Feb 2017, /statistics/728137/worldwide-application-of-data-analytics-and-mining-across-procurement-process/
Deloitte, Applications of data analytics and mining across procurement processes according to chief procurement officers (CPOs) worldwide, as of 2017 ÌÇÐÄÆƽâ°æ, /statistics/728137/worldwide-application-of-data-analytics-and-mining-across-procurement-process/ (last visited July 24, 2026)
Applications of data analytics and mining across procurement processes according to chief procurement officers (CPOs) worldwide, as of 2017 [Graph], Deloitte, February 9, 2017. [Online]. Available: /statistics/728137/worldwide-application-of-data-analytics-and-mining-across-procurement-process/
