Shandong / Advanced equipment and industrial automation / Process equipment and inspection instruments Company Structure Study

Comparative structure study

The largest recorded industry, Advanced equipment, contains 238 records (77.0% of this 309-record cohort). The remaining cohort contains 71 records. The comparison concerns archive composition.

The recorded sub-industry label Special-purpose machinery accounts for 18.4% here (57/309), compared with 10.6% in the parent set (432/4,085), an absolute gap of 7.9 percentage points.

87/309 companies link to pages with existing source-supported excerpts (28.2% of the cohort). The other 222 records remain usable for archive composition, but do not support new operating case studies.

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

The parent set, Advanced equipment and industrial automation / Process equipment and inspection instruments, contains 4,085 records. This cohort contributes 309 (7.6%); 3,776 records remain after excluding it.

The parent set, Shandong, contains 1,217 records. This cohort contributes 309 (25.4%); 908 records remain after excluding it.

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

Excluding this cohort, the recorded sub-industry label Special-purpose machinery covers 375/3,776 remaining records (9.9%), an absolute gap of 8.5 percentage points from this cohort.

The full industry distribution has 7 labels; the top 3 contain 280/309 records (90.6%).Other known labels contain 29 records.

For 309 records with known labels, the effective category count is 1.6, versus 7 actual labels. Definitions and scope are in the methodology.

Record counts do not rank supply capability or economic size.

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

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

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

78 of this cohort’s 309 records link through existing company-ID mappings to 2026 lists from all jurisdictions (25.2%). This intersection measures list linkage, not successful recognition or company growth.

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

The 2025 macro context for Shandong uses a different denominator from this cohort.

Equipment performance must refer to a processing object

The CNC machine tools and machining equipment label covers 12 records (3.9% of this cohort). This archive clue raises a verification question about Machines or manufacturing cells for defined processes; it does not establish that these companies already deliver it.

Shared records with Shandong / Advanced equipment Company Structure Study: 238; records in this cohort but outside that set: 71. The intersection/union ratio is 56.0%, a measure of label overlap rather than business collaboration. Read comparison

Shared records with Shandong Company Structure Study: 309; records in this cohort but outside that set: 0. The intersection/union ratio is 25.4%, a measure of label overlap rather than business collaboration. Read comparison

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