Regional and supply-chain research

Database Data Governance Keyword Candidate Study

Database Data Governance Keyword Candidate Study. A dated 183-record cohort study compares composition, parent sets and evidence coverage. Comparative structure study; archive date 2026-10-16.

Revision and archive snapshot: 2026-10-16

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Research findings

Comparative structure study

The largest recorded reporting jurisdiction, Beijing, contains 53 records (29.0% of this 183-record cohort). The remaining cohort contains 130 records. The comparison concerns archive composition.

The recorded chain role label Electronic information and digital technology / Digital software and industrial services accounts for 61.7% here (113/183), compared with 6.9% in the parent set (1,329/19,297), an absolute gap of 54.9 percentage points.

46/183 companies link to pages with existing source-supported excerpts (25.1% of the cohort). The other 137 records remain usable for archive composition, but do not support new operating case studies.

2 keyword candidates match only a company name, with no matching term in recorded products or sub-industry fields. Product evidence is needed before treating these as operating businesses in this segment.

Company cohortDirectly linked pagesShare of public archiveArchive date
1831830.9%2026-10-16

An ID-deduplicated archive snapshot, not the whole market, current recognition or operating results.

Comparable sets and compositional differences

The parent set, All public archive records, contains 19,297 records. This cohort contributes 183 (0.9%); 19,114 records remain after excluding it.

CategoryCohort count/baseReference: All public archive recordsGap (pp)Representation ratioRest count/base
chain role · Electronic information and digital technology / Digital software and industrial services113/183 · 61.7%1,329/19,297 · 6.9%+54.98.971,216/19,114
industry · Next-generation information technology146/183 · 79.8%5,226/19,297 · 27.1%+52.72.955,080/19,114
sub-industry · Industrial software and information services53/183 · 29.0%906/19,297 · 4.7%+24.36.17853/19,114
reporting jurisdiction · Beijing53/183 · 29.0%1,351/19,297 · 7.0%+22.04.141,298/19,114
industry · Advanced equipment17/183 · 9.3%4,918/19,297 · 25.5%-16.20.364,901/19,114
chain role · Advanced equipment and industrial automation / Process equipment and inspection instruments13/183 · 7.1%4,085/19,297 · 21.2%-14.10.344,072/19,114
reporting jurisdiction · Jiangsu12/183 · 6.6%3,025/19,297 · 15.7%-9.10.423,013/19,114
chain role · New energy and power equipment / Complete systems and use-case applications5/183 · 2.7%1,763/19,297 · 9.1%-6.40.301,758/19,114
sub-industry · Network and information security10/183 · 5.5%91/19,297 · 0.5%+5.011.5981/19,114
reporting jurisdiction · Shenzhen22/183 · 12.0%1,398/19,297 · 7.2%+4.81.661,376/19,114

Ratio of label participation, not market share; multi-label counts overlap.

Excluding this cohort, the recorded chain role label Electronic information and digital technology / Digital software and industrial services covers 1,216/19,114 remaining records (6.4%), an absolute gap of 55.4 percentage points from this cohort.

Concentration and cross-sectional structure

The full reporting jurisdiction distribution has 22 labels; the top 3 contain 94/183 records (51.4%).Other known labels contain 89 records.

For 183 records with known labels, the effective category count is 7.7, versus 22 actual labels. Definitions and scope are in the methodology.

The table shows ten labels; 12 others are included in the calculations above.

Recorded labelRecordsShare of cohort
Beijing5329.0%
Shenzhen2212.0%
Zhejiang1910.4%
Guangdong126.6%
Jiangsu126.6%
Shanghai116.0%
Sichuan105.5%
Anhui84.4%
Shandong52.7%
Henan52.7%

Record counts do not rank supply capability or economic size.

The largest intersection, Beijing × Next-generation information technology, contains 42 records, or 79.2% of the 53 records carrying the Beijing label.

reporting jurisdictionindustryIntersection recordsCohort share
BeijingNext-generation information technology4223.0%
ShenzhenNext-generation information technology1910.4%
ZhejiangNext-generation information technology147.7%
GuangdongNext-generation information technology105.5%
JiangsuNext-generation information technology105.5%
ShanghaiNext-generation information technology94.9%
SichuanNext-generation information technology94.9%
AnhuiNext-generation information technology52.7%

A cell contains company IDs carrying both labels. It does not establish procurement, supply or investment relationships between firms. Multi-label cells may overlap.

This page displays 8 of the full cross-tab’s 47 non-empty cells; the other 39 remain in the analysis.

Evidence coverage and strength of conclusions

Record fieldNon-empty/cohortCompletion
Company name183/183100.0%
reporting jurisdiction183/183100.0%
industry183/183100.0%
Recorded products183/183100.0%
sub-industry183/183100.0%
Chain labels183/183100.0%

Non-empty fields are not necessarily accurate or supported by originals.

Scope of source supportCount
Profiles with source-supported excerpts46
Distinct corresponding companies46
Reviewed Chinese/English paragraph pairs47

Counts concern existing reviewed bilingual excerpts, not re-certification of originals or entire reports.

Transparent rule reminderRecordsCohort share
Contains registration-narrative wording42.2%

A rule hit prioritises review; it does not establish that the entire field is wrong. One record can trigger several rules.

Matched fieldCandidatesCohort share
Company name73.8%
Recorded products15584.7%
Sub-industry3820.8%

An ID may match several fields, so counts may exceed the cohort total. Matches establish search relevance only.

Among the translated non-broad query terms, “big data” has the most matches: 134/183. Name, product and sub-industry fields match 6, 118 and 20 records respectively; the largest field is product field. Fields can overlap, and a term remains a search link rather than verified business activity.

Selected query termCandidates/shareName matchesProduct fieldSub-industry
big data134 · 73.2%611820

Selected broad terms and specific segment terms, not the full query. Terms and fields can overlap and must not be summed. Counts show lexical sensitivity; no records are removed without primary evidence.

2 candidates match only a name, or lose all product-field matches after the full company name is removed while sub-industry also has no hit. This transparent string test locates copied company descriptions; it does not establish that a company does not operate the business.

Intersection with 2026 local lists

41 of this cohort’s 183 records link through existing company-ID mappings to 2026 lists from all jurisdictions (22.4%). This intersection measures list linkage, not successful recognition or company growth.

Observation setList recordsNew-applicant recordsReview recordsMapped company IDs
National list records linked to this cohort’s IDs4114041

List rows and company IDs are separate counts, not new firms or final recognition.

Stored 2026 local-recommendation records, sources and stage definitions

Recorded roles and delivery checks

Delivery framework, stages and original sources

Related studies and shared records

Shared records with AI Computing Keyword Candidate Study: 88; records in this cohort but outside that set: 95. The intersection/union ratio is 17.3%, a measure of label overlap rather than business collaboration. Read comparison

Shared records with Cloud Data Center Infrastructure Keyword Candidate Study: 28; records in this cohort but outside that set: 155. The intersection/union ratio is 9.8%, a measure of label overlap rather than business collaboration. Read comparison

Company samples and record links

CompanyJurisdictionRecorded industry
Shenzhen Yisheng Technology Co., Ltd.ShenzhenNext-generation information technology
Southern Power Grid Computing Technology Digital Engineering (Guangdong) Co., Ltd.GuangdongNext-generation information technology
Beijing Goke Agriculture Machinery Co., Ltd.BeijingBiomedicine
Global Science&Technology (Shanghai) Co., Ltd.ShanghaiNext-generation information technology
Shenzhen Phoenicia Technology Co., Ltd.ShenzhenNew-energy vehicles
Guangdong Prophet Big Data Co., Ltd.GuangdongNext-generation information technology
Wuhan HopeTop Technology Co., Ltd.HubeiNext-generation information technology
Chongqing Ruanjiang Turing Artificial Intelligence Technology Co., Ltd.ChongqingNext-generation information technology

Stable-ID samples, not rankings; metrics use the full cohort.

Directly related profiles and reports

Methodology

Read ID deduplication, comparison, batch and evidence definitions