Regional and supply-chain research

Sensor Keyword Candidate Study

Sensor Keyword Candidate Study. A dated 1,363-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 query term “testing” matches 1,062/1,363 candidates (77.9%). It can occur across products and industries; interpret the cohort by matched fields rather than treat every candidate as an operating business in this segment.

The largest recorded reporting jurisdiction, Jiangsu, contains 214 records (15.7% of this 1,363-record cohort). The remaining cohort contains 1,149 records. The comparison concerns archive composition.

The recorded chain role label Advanced equipment and industrial automation / Process equipment and inspection instruments accounts for 61.4% here (837/1,363), compared with 21.2% in the parent set (4,085/19,297), an absolute gap of 40.2 percentage points.

491/1,363 companies link to pages with existing source-supported excerpts (36.0% of the cohort). The other 872 records remain usable for archive composition, but do not support new operating case studies.

Company cohortDirectly linked pagesShare of public archiveArchive date
1,3631,3637.1%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 1,363 (7.1%); 17,934 records remain after excluding it.

CategoryCohort count/baseReference: All public archive recordsGap (pp)Representation ratioRest count/base
chain role · Advanced equipment and industrial automation / Process equipment and inspection instruments837/1,363 · 61.4%4,085/19,297 · 21.2%+40.22.903,248/17,934
industry · Advanced equipment752/1,363 · 55.2%4,918/19,297 · 25.5%+29.72.164,166/17,934
industry · Advanced materials36/1,363 · 2.6%3,381/19,297 · 17.5%-14.90.153,345/17,934
chain role · Advanced materials / Basic and process materials30/1,363 · 2.2%2,854/19,297 · 14.8%-12.60.152,824/17,934
chain role · New energy and power equipment / Complete systems and use-case applications26/1,363 · 1.9%1,763/19,297 · 9.1%-7.20.211,737/17,934
sub-industry · Functional materials and advanced-material platforms6/1,363 · 0.4%1,300/19,297 · 6.7%-6.30.071,294/17,934
industry · Next-generation information technology286/1,363 · 21.0%5,226/19,297 · 27.1%-6.10.774,940/17,934
industry · Producer services148/1,363 · 10.9%954/19,297 · 4.9%+5.92.20806/17,934
sub-industry · Electronic assemblies and systems integration23/1,363 · 1.7%1,188/19,297 · 6.2%-4.50.271,165/17,934
sub-industry · Advanced medical devices20/1,363 · 1.5%878/19,297 · 4.5%-3.10.32858/17,934

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

Excluding this cohort, the recorded chain role label Advanced equipment and industrial automation / Process equipment and inspection instruments covers 3,248/17,934 remaining records (18.1%), an absolute gap of 43.3 percentage points from this cohort.

Concentration and cross-sectional structure

The full reporting jurisdiction distribution has 34 labels; the top 3 contain 488/1,363 records (35.8%).Other known labels contain 875 records.

For 1,363 records with known labels, the effective category count is 14.0, versus 34 actual labels. Definitions and scope are in the methodology.

The table shows ten labels; 24 others are included in the calculations above.

Recorded labelRecordsShare of cohort
Jiangsu21415.7%
Zhejiang14410.6%
Beijing1309.5%
Shenzhen1259.2%
Shanghai775.6%
Shandong715.2%
Hubei654.8%
Guangdong644.7%
Anhui493.6%
Sichuan423.1%

Record counts do not rank supply capability or economic size.

The largest intersection, Jiangsu × Advanced equipment, contains 134 records, or 62.6% of the 214 records carrying the Jiangsu label.

reporting jurisdictionindustryIntersection recordsCohort share
JiangsuAdvanced equipment1349.8%
ZhejiangAdvanced equipment957.0%
BeijingAdvanced equipment594.3%
ShenzhenAdvanced equipment513.7%
ShenzhenNext-generation information technology503.7%
ShandongAdvanced equipment453.3%
JiangsuNext-generation information technology402.9%
BeijingNext-generation information technology372.7%

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 169 non-empty cells; the other 161 remain in the analysis.

Evidence coverage and strength of conclusions

Record fieldNon-empty/cohortCompletion
Company name1,363/1,363100.0%
reporting jurisdiction1,363/1,363100.0%
industry1,363/1,363100.0%
Recorded products1,363/1,363100.0%
sub-industry1,363/1,363100.0%
Chain labels1,363/1,363100.0%

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

Scope of source supportCount
Profiles with source-supported excerpts491
Distinct corresponding companies491
Reviewed Chinese/English paragraph pairs507

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

Transparent rule reminderRecordsCohort share
Contains registration-narrative wording554.0%
Only generic operations vocabulary remains221.6%
Non-empty text shorter than five characters10.1%

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 name916.7%
Recorded products58743.1%
Sub-industry91066.8%

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, “sensors” has the most matches: 191/1,363. Name, product and sub-industry fields match 5, 118 and 99 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
testing1,062 · 77.9%67347802
instrumentation766 · 56.2%1247719
sensors191 · 14.0%511899
measurement84 · 6.2%5758

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.

13 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

262 of this cohort’s 1,363 records link through existing company-ID mappings to 2026 lists from all jurisdictions (19.2%). 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 IDs2629253262

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

Check traceability and conditions before comparing measurement data

The Sensors and sensing components label covers 72 records (5.3% of this cohort). This archive clue raises a verification question about Measurement data or instruments with defined objects and methods; it does not establish that these companies already deliver it.

Delivery framework, stages and original sources

Related studies and shared records

Shared records with Instrument Testing Equipment Keyword Candidate Study: 1,013; records in this cohort but outside that set: 350. The intersection/union ratio is 69.4%, a measure of label overlap rather than business collaboration. Read comparison

Shared records with Instrumentation and testing equipment / Advanced equipment and industrial automation / Process equipment and inspection instruments Sub-industry and Supply-chain Study: 700; records in this cohort but outside that set: 663. The intersection/union ratio is 51.4%, a measure of label overlap rather than business collaboration. Read comparison

Company samples and record links

CompanyJurisdictionRecorded industry
Jiangxi Pacific Cable Group Co., Ltd.JiangxiNew energy and power equipment
Okada Intelligence (Jiangsu) Co., Ltd.JiangsuAdvanced equipment
Xiamen Loadcell Technology Co., Ltd.XiamenProducer services
XYZ Robotics China INC.ShanghaiAdvanced equipment
Weihai Hualing OPTO-ELECTRONICS Co., Ltd.ShandongNext-generation information technology
Shandong Weirui Refrigeration Technology Co., Ltd.ShandongAdvanced equipment
Shenzhen Feituoke Industrial Co., Ltd.ShenzhenAdvanced equipment
Guangzhou C H Control Technology Co., Ltd.GuangdongNext-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