spb/firc0001_uqo

1diff --git a/paper/tables/prompt_verbatim.tex b/paper/tables/prompt_verbatim.tex2index 60359fa..78d298e 1006443--- a/paper/tables/prompt_verbatim.tex4+++ b/paper/tables/prompt_verbatim.tex5@@ -20,7 +20,27 @@ Return STRICT JSON: {"projects": [ ... ]}. Each project object has:6   confidence    : 0.0-1.0 (how clearly this is a real, concrete project)7 8 Allowed project_type values:9-  - <code>: <label>   (the 21 taxonomy entries of Table A1)10+  - manufacturing_expansion: Manufacturing / Capacity Expansion11+  - plant_construction: Plant / Site Construction12+  - data_center: Data Center13+  - cloud_migration: Cloud Migration14+  - ai_initiative: AI / ML Initiative15+  - digital_transformation: Digital Transformation16+  - erp_implementation: ERP / Systems Implementation17+  - rd_program: R&D Program18+  - product_launch: New Product / Launch19+  - drug_pipeline: Drug / Clinical Pipeline20+  - ma_integration: M&A / Integration21+  - geographic_expansion: Geographic Expansion22+  - capex_program: Capital Expenditure Program23+  - supply_chain: Supply Chain Initiative24+  - automation: Automation / Robotics25+  - sustainability: Sustainability / ESG26+  - energy_transition: Energy Transition / Renewables27+  - infrastructure: Infrastructure Investment28+  - cost_reduction: Cost Reduction / Restructuring29+  - partnership: Strategic Partnership30+  - technology_deployment: Technology Deployment31 32 Rules:33 - Extract ONLY real initiatives, not generic risk-factor boilerplate or hypotheticals.34diff --git a/paper/tables/tab_amounts.tex b/paper/tables/tab_amounts.tex35index 0576150..0551234 10064436--- a/paper/tables/tab_amounts.tex37+++ b/paper/tables/tab_amounts.tex38@@ -5,4 +5,4 @@39 Largest amount cited per project{,} M USD ($N$ = 56{{,}}500) & 3.2 & 23 & 128.5 & 500 & 1{,}503 & 12{,}501 \\40 Projects per issuer ($N$ = 2{{,}}492) & 12 & 24 & 42 & 67 & 94 & 140 \\41 \bottomrule42-\end{tabular}43\ No newline at end of file44+\end{tabular}45diff --git a/paper/tables/tab_confidence.tex b/paper/tables/tab_confidence.tex46index 7b5bc9c..808aff6 10064447--- a/paper/tables/tab_confidence.tex48+++ b/paper/tables/tab_confidence.tex49@@ -9,4 +9,4 @@ Self-reported confidence (rounded) & Mentions \\50 0.9 & 100{,}831 \\51 1.0 & 108{,}418 \\52 \bottomrule53-\end{tabular}54\ No newline at end of file55+\end{tabular}56diff --git a/paper/tables/tab_coverage_year.tex b/paper/tables/tab_coverage_year.tex57index 04d5edd..093ed79 10064458--- a/paper/tables/tab_coverage_year.tex59+++ b/paper/tables/tab_coverage_year.tex60@@ -1,23 +1,23 @@61-\begin{tabular}{lrrrrrrr}62+\begin{tabular}{lrrrrrrrr}63 \toprule64-Year & Issuers & 10-K & 10-Q & 8-K & Mentions & Issuers w/ mentions & Projects first seen \\65+Year & Issuers & 10-K & 10-Q & 8-K & Mentions & Issuers w/ mentions & Mentions per issuer & Projects first seen \\66 \midrule67-2010 & 1{,}392 & 1{,}357 & 4{,}152 & 17{,}672 & 11{,}908 & 1{,}224 & 7{,}835 \\68-2011 & 1{,}424 & 1{,}409 & 4{,}260 & 18{,}533 & 13{,}551 & 1{,}287 & 6{,}679 \\69-2012 & 1{,}472 & 1{,}436 & 4{,}363 & 19{,}437 & 14{,}302 & 1{,}333 & 6{,}444 \\70-2013 & 1{,}539 & 1{,}483 & 4{,}530 & 19{,}773 & 14{,}611 & 1{,}408 & 6{,}286 \\71-2014 & 1{,}619 & 1{,}549 & 4{,}780 & 20{,}927 & 16{,}274 & 1{,}490 & 6{,}732 \\72-2015 & 1{,}689 & 1{,}635 & 4{,}983 & 22{,}077 & 17{,}073 & 1{,}535 & 6{,}675 \\73-2016 & 1{,}744 & 1{,}692 & 5{,}146 & 22{,}447 & 16{,}429 & 1{,}579 & 6{,}240 \\74-2017 & 1{,}810 & 1{,}745 & 5{,}359 & 22{,}897 & 17{,}350 & 1{,}636 & 6{,}490 \\75-2018 & 1{,}893 & 1{,}827 & 5{,}582 & 23{,}709 & 18{,}064 & 1{,}737 & 6{,}815 \\76-2019 & 1{,}973 & 1{,}903 & 5{,}829 & 24{,}256 & 18{,}737 & 1{,}806 & 6{,}837 \\77-2020 & 2{,}089 & 1{,}985 & 6{,}095 & 27{,}424 & 17{,}970 & 1{,}919 & 7{,}212 \\78-2021 & 2{,}247 & 2{,}116 & 6{,}606 & 27{,}944 & 21{,}312 & 2{,}077 & 8{,}216 \\79-2022 & 2{,}291 & 2{,}258 & 6{,}830 & 26{,}533 & 22{,}720 & 2{,}105 & 8{,}158 \\80-2023 & 2{,}329 & 2{,}295 & 6{,}938 & 26{,}851 & 22{,}955 & 2{,}129 & 7{,}977 \\81-2024 & 2{,}387 & 2{,}341 & 7{,}092 & 27{,}438 & 22{,}503 & 2{,}204 & 7{,}819 \\82-2025 & 2{,}453 & 2{,}406 & 7{,}300 & 28{,}716 & 23{,}220 & 2{,}280 & 7{,}990 \\83-2026 & 2{,}498 & 2{,}338 & 5{,}322 & 23{,}972 & 19{,}086 & 2{,}260 & 6{,}694 \\84+2010 & 1{,}392 & 1{,}357 & 4{,}152 & 17{,}672 & 11{,}908 & 1{,}224 & 9.7 & 7{,}835 \\85+2011 & 1{,}424 & 1{,}409 & 4{,}260 & 18{,}533 & 13{,}551 & 1{,}287 & 10.5 & 6{,}679 \\86+2012 & 1{,}472 & 1{,}436 & 4{,}363 & 19{,}437 & 14{,}302 & 1{,}333 & 10.7 & 6{,}444 \\87+2013 & 1{,}539 & 1{,}483 & 4{,}530 & 19{,}773 & 14{,}611 & 1{,}408 & 10.4 & 6{,}286 \\88+2014 & 1{,}619 & 1{,}549 & 4{,}780 & 20{,}927 & 16{,}274 & 1{,}490 & 10.9 & 6{,}732 \\89+2015 & 1{,}689 & 1{,}635 & 4{,}983 & 22{,}077 & 17{,}073 & 1{,}535 & 11.1 & 6{,}675 \\90+2016 & 1{,}744 & 1{,}692 & 5{,}146 & 22{,}447 & 16{,}429 & 1{,}579 & 10.4 & 6{,}240 \\91+2017 & 1{,}810 & 1{,}745 & 5{,}359 & 22{,}897 & 17{,}350 & 1{,}636 & 10.6 & 6{,}490 \\92+2018 & 1{,}893 & 1{,}827 & 5{,}582 & 23{,}709 & 18{,}064 & 1{,}737 & 10.4 & 6{,}815 \\93+2019 & 1{,}973 & 1{,}903 & 5{,}829 & 24{,}256 & 18{,}737 & 1{,}806 & 10.4 & 6{,}837 \\94+2020 & 2{,}089 & 1{,}985 & 6{,}095 & 27{,}424 & 17{,}970 & 1{,}919 & 9.4 & 7{,}212 \\95+2021 & 2{,}247 & 2{,}116 & 6{,}606 & 27{,}944 & 21{,}312 & 2{,}077 & 10.3 & 8{,}216 \\96+2022 & 2{,}291 & 2{,}258 & 6{,}830 & 26{,}533 & 22{,}720 & 2{,}105 & 10.8 & 8{,}158 \\97+2023 & 2{,}329 & 2{,}295 & 6{,}938 & 26{,}851 & 22{,}955 & 2{,}129 & 10.8 & 7{,}977 \\98+2024 & 2{,}387 & 2{,}341 & 7{,}092 & 27{,}438 & 22{,}503 & 2{,}204 & 10.2 & 7{,}819 \\99+2025 & 2{,}453 & 2{,}406 & 7{,}300 & 28{,}716 & 23{,}220 & 2{,}280 & 10.2 & 7{,}990 \\100+2026 & 2{,}498 & 2{,}338 & 5{,}322 & 23{,}972 & 19{,}086 & 2{,}260 & 8.4 & 6{,}694 \\101 \bottomrule102-\end{tabular}103\ No newline at end of file104+\end{tabular}105diff --git a/paper/tables/tab_filings.tex b/paper/tables/tab_filings.tex106index 625a1f0..0e3f777 100644107--- a/paper/tables/tab_filings.tex108+++ b/paper/tables/tab_filings.tex109@@ -8,4 +8,4 @@ Form & Filings & First filing & Last filing & Raw HTML (GB) & Not parsed \\110 \midrule111 Total & 527{,}548 & 2010-01-04 & 2026-10-27 & 254.5 & 16 \\112 \bottomrule113-\end{tabular}114\ No newline at end of file115+\end{tabular}116diff --git a/paper/tables/tab_graph.tex b/paper/tables/tab_graph.tex117index 7dd3c7e..4444a61 100644118--- a/paper/tables/tab_graph.tex119+++ b/paper/tables/tab_graph.tex120@@ -11,4 +11,4 @@ Nodes & \texttt{Location} & 14{,}508 \\121 Nodes & \texttt{Technology} & 8{,}551 \\122 Nodes & \texttt{Company} & 2{,}492 \\123 \bottomrule124-\end{tabular}125\ No newline at end of file126+\end{tabular}127diff --git a/paper/tables/tab_items.tex b/paper/tables/tab_items.tex128index 8b4f50f..6411493 100644129--- a/paper/tables/tab_items.tex130+++ b/paper/tables/tab_items.tex131@@ -1,21 +1,21 @@132-\begin{tabular}{llrr}133+\begin{tabular}{llrrr}134 \toprule135-Form & Section (item) & Sections extracted & Mentions \\136+Form & Section (item) & Ledgered sections & Mentions & Gate passed (calls) \\137 \midrule138-10-K & \texttt{business} & 29{,}285 & 30{,}492 \\139-10-K & \texttt{risk\_factors} & 29{,}158 & 2{,}797 \\140-10-K & \texttt{md\_and\_a} & 28{,}919 & 39{,}099 \\141-10-K & \texttt{properties} & 28{,}236 & 7{,}879 \\142-10-K & \texttt{quantitative\_disclosures} & 26{,}876 & 531 \\143-10-K & \texttt{full\_body} & 1{,}230 & 824 \\144+10-K & \texttt{business} & 29{,}285 & 30{,}492 & 29{,}118 \\145+10-K & \texttt{risk\_factors} & 29{,}158 & 2{,}797 & 28{,}941 \\146+10-K & \texttt{md\_and\_a} & 28{,}919 & 39{,}099 & 28{,}050 \\147+10-K & \texttt{properties} & 28{,}236 & 7{,}879 & 25{,}940 \\148+10-K & \texttt{quantitative\_disclosures} & 26{,}876 & 531 & 22{,}032 \\149+10-K & \texttt{full\_body} & 1{,}230 & 824 & 1{,}229 \\150 \midrule151-10-Q & \texttt{controls\_and\_procedures} & 92{,}393 & 7{,}082 \\152-10-Q & \texttt{financial\_statements} & 91{,}882 & 30{,}159 \\153-10-Q & \texttt{md\_and\_a} & 91{,}371 & 99{,}305 \\154-10-Q & \texttt{quantitative\_disclosures} & 83{,}138 & 808 \\155-10-Q & \texttt{unregistered\_sales} & 80{,}210 & 9{,}535 \\156-10-Q & \texttt{risk\_factors} & 72{,}560 & 4{,}420 \\157-10-Q & \texttt{legal\_proceedings} & 66{,}998 & 845 \\158-10-Q & \texttt{full\_document} & 241 & 107 \\159+10-Q & \texttt{controls\_and\_procedures} & 92{,}393 & 7{,}082 & 20{,}913 \\160+10-Q & \texttt{financial\_statements} & 91{,}882 & 30{,}159 & 90{,}106 \\161+10-Q & \texttt{md\_and\_a} & 91{,}371 & 99{,}305 & 90{,}269 \\162+10-Q & \texttt{quantitative\_disclosures} & 83{,}138 & 808 & 46{,}720 \\163+10-Q & \texttt{unregistered\_sales} & 80{,}210 & 9{,}535 & 61{,}867 \\164+10-Q & \texttt{risk\_factors} & 72{,}560 & 4{,}420 & 33{,}826 \\165+10-Q & \texttt{legal\_proceedings} & 66{,}998 & 845 & 20{,}031 \\166+10-Q & \texttt{full\_document} & 241 & 107 & 241 \\167 \bottomrule168-\end{tabular}169\ No newline at end of file170+\end{tabular}171diff --git a/paper/tables/tab_provenance.tex b/paper/tables/tab_provenance.tex172index 153ace1..65c772a 100644173--- a/paper/tables/tab_provenance.tex174+++ b/paper/tables/tab_provenance.tex175@@ -11,4 +11,4 @@ Accession & Filed & Form & Status / amount & Evidence snippet (model-generated d176 \texttt{0001193125-15-186045} & 2015-05-13 & 8-K & in\_progress / 11.5 B USD & The project involves the development, construction, operation, and maintenance of a natural gas liquefaction and export facility and related infrastructure in San Patrici \\177 \texttt{0000003570-22-000029} & 2022-03-07 & 8-K & in\_progress / 5.5 B USD & The project involves the engineering, procurement, construction, pre-commissioning, commissioning, start-up, and testing of a mid-scale natural gas liquefaction facility  \\178 \bottomrule179-\end{tabular}180\ No newline at end of file181+\end{tabular}182diff --git a/paper/tables/tab_reconciliation.tex b/paper/tables/tab_reconciliation.tex183index a1f0a84..aa41007 100644184--- a/paper/tables/tab_reconciliation.tex185+++ b/paper/tables/tab_reconciliation.tex186@@ -2,7 +2,7 @@187 \toprule188 Step & Count \\189 \midrule190-iShares IWV holdings file, equity lines with a ticker (as of Oct 23, 2026) & 2{,}587 \\191+iShares IWV holdings file, equity lines with a ticker (as of Oct 23, 2026); count reported by the build log, source file not archived & 2{,}587 \\192 \quad of which mapped to an SEC CIK (CVRs, escrow lines and FDIC-only banks excluded) & 2{,}573 \\193 \quad distinct CIKs (share classes collapsed) & 2{,}555 \\194 S\&P~500 constituents, cached snapshot of 2026-05-25 (500 CIKs) & 503 \\195@@ -16,4 +16,4 @@ Issuers with at least one 10-K, 10-Q or 8-K since 2010 & 2{,}499 \\196 Issuers without any such filing (foreign private issuers filing 20-F/40-F, FDIC-only banks) & 65 \\197 Issuers with at least one resolved project & 2{,}492 \\198 \bottomrule199-\end{tabular}200\ No newline at end of file201+\end{tabular}202diff --git a/paper/tables/tab_sections.tex b/paper/tables/tab_sections.tex203index 57983ae..1c741a2 100644204--- a/paper/tables/tab_sections.tex205+++ b/paper/tables/tab_sections.tex206@@ -1,11 +1,11 @@207-\begin{tabular}{lrrrrrr}208+\begin{tabular}{lrrrrrrrr}209 \toprule210-Form & Parsed sections & Median words & Sections sent to the extractor & Sections with $\geq 1$ mention & Mentions & Issuers \\211+Form & Parsed sections & Median words & Ledgered sections ($\geq$ 30 words) & Gate-passing calls & Sections with $\geq 1$ mention & Mentions returned by the model (ledger) & Mentions stored & Issuers \\212 \midrule213-10-K & 341{,}207 & 875 & 143{,}704 & 30{,}877 & 81{,}622 & 2{,}464 \\214-10-Q & 600{,}471 & 500 & 578{,}793 & 75{,}705 & 152{,}261 & 2{,}494 \\215-8-K & 400{,}605 & 575 & 400{,}601 & 61{,}648 & 74{,}594 & 2{,}499 \\216+10-K & 341{,}207 & 875 & 143{,}704 & 135{,}310 & 30{,}877 & 81{,}622 & 81{,}495 & 2{,}464 \\217+10-Q & 600{,}471 & 500 & 578{,}793 & 363{,}973 & 75{,}705 & 152{,}261 & 152{,}004 & 2{,}494 \\218+8-K & 400{,}605 & 575 & 400{,}601 & 204{,}442 & 61{,}648 & 74{,}594 & 74{,}566 & 2{,}499 \\219 \midrule220-Total & 1{,}342{,}283 & & 1{,}123{,}098 & 168{,}230 & 308{,}477 & 2{,}499 \\221+Total & 1{,}342{,}283 & & 1{,}123{,}098 & 703{,}725 & 168{,}230 & 308{,}477 & 308{,}065 & 2{,}499$^{\dagger}$ \\222 \bottomrule223-\end{tabular}224\ No newline at end of file225+\end{tabular}226diff --git a/paper/tables/tab_sectors.tex b/paper/tables/tab_sectors.tex227index 34a1b08..a35431e 100644228--- a/paper/tables/tab_sectors.tex229+++ b/paper/tables/tab_sectors.tex230@@ -14,4 +14,4 @@ Consumer Staples & 103 & 36 & 103 & 5{,}921 & 57.5 \\231 Utilities & 68 & 31 & 66 & 4{,}920 & 74.5 \\232 Communication Services & 105 & 20 & 101 & 4{,}520 & 44.8 \\233 \bottomrule234-\end{tabular}235\ No newline at end of file236+\end{tabular}237diff --git a/paper/tables/tab_status.tex b/paper/tables/tab_status.tex238index 2b94374..dc3cc93 100644239--- a/paper/tables/tab_status.tex240+++ b/paper/tables/tab_status.tex241@@ -8,4 +8,4 @@ Latest status & Projects & Mentions per project & Projects & Span of cited years242 \texttt{mentioned} & 2{,}745 & 6-10 & 6{,}173 & $>$5 years & 10{,}326 \\243 & & >10 & 3{,}769 & unknown years & 17{,}599 \\244 \bottomrule245-\end{tabular}246\ No newline at end of file247+\end{tabular}248diff --git a/paper/tables/tab_top_issuers.tex b/paper/tables/tab_top_issuers.tex249index 03aae51..918e7b9 100644250--- a/paper/tables/tab_top_issuers.tex251+++ b/paper/tables/tab_top_issuers.tex252@@ -15,4 +15,4 @@ CLSK & Cleanspark & 170 \\253 CWEN & Clearway Energy Inc Class C & 168 \\254 ALK & Alaska Air Group Inc & 168 \\255 \bottomrule256-\end{tabular}257\ No newline at end of file258+\end{tabular}259diff --git a/paper/tables/tab_types.tex b/paper/tables/tab_types.tex260index 78f685e..e2c2ff8 100644261--- a/paper/tables/tab_types.tex262+++ b/paper/tables/tab_types.tex263@@ -1,29 +1,29 @@264-\begin{tabular}{llrrrrr}265+\begin{tabular}{llrrrrrrr}266 \toprule267-Code & Category & Projects & Share (\%) & With amount & Median amount (M USD) & Mentions / project \\268+Code & Category & Projects & Share (\%) & With amount ($N$) & Median amount (M USD) & 95\% CI of the median & Mentions / project & $\geq 3$ distinct names (\%) \\269 \midrule270-\texttt{ma\_integration} & M\&A / integration & 41{,}742 & 34.5 & 28{,}044 & 155.0 & 3.12 \\271-\texttt{capex\_program} & Capital expenditure program & 10{,}720 & 8.9 & 9{,}452 & 300.0 & 1.79 \\272-\texttt{partnership} & Strategic partnership & 9{,}909 & 8.2 & 2{,}943 & 75.0 & 1.77 \\273-\texttt{geographic\_expansion} & Geographic expansion & 7{,}868 & 6.5 & 1{,}431 & 36.7 & 2.25 \\274-\texttt{plant\_construction} & Plant / site construction & 7{,}590 & 6.3 & 2{,}511 & 56.0 & 2.42 \\275-\texttt{cost\_reduction} & Cost reduction / restructuring & 6{,}481 & 5.4 & 4{,}378 & 50.0 & 2.03 \\276-\texttt{drug\_pipeline} & Drug / clinical pipeline & 5{,}360 & 4.4 & 778 & 46.1 & 4.99 \\277-\texttt{product\_launch} & New product / launch & 5{,}356 & 4.4 & 447 & 26.7 & 2.33 \\278-\texttt{rd\_program} & R\&D program & 5{,}080 & 4.2 & 1{,}272 & 20.0 & 2.31 \\279-\texttt{infrastructure} & Infrastructure investment & 4{,}481 & 3.7 & 1{,}694 & 48.0 & 1.90 \\280-\texttt{manufacturing\_expansion} & Manufacturing / capacity expansion & 4{,}140 & 3.4 & 1{,}040 & 45.0 & 2.13 \\281-\texttt{technology\_deployment} & Technology deployment & 4{,}128 & 3.4 & 1{,}219 & 135.0 & 1.63 \\282-\texttt{digital\_transformation} & Digital transformation & 2{,}642 & 2.2 & 240 & 34.2 & 1.99 \\283-\texttt{erp\_implementation} & ERP / systems implementation & 1{,}735 & 1.4 & 184 & 15.0 & 2.44 \\284-\texttt{sustainability} & Sustainability / ESG & 1{,}305 & 1.1 & 410 & 34.4 & 2.00 \\285-\texttt{supply\_chain} & Supply-chain initiative & 684 & 0.6 & 139 & 38.0 & 1.71 \\286-\texttt{data\_center} & Data center & 449 & 0.4 & 129 & 166.0 & 1.98 \\287-\texttt{energy\_transition} & Energy transition / renewables & 415 & 0.3 & 109 & 109.0 & 2.09 \\288-\texttt{ai\_initiative} & AI / ML initiative & 376 & 0.3 & 20 & 127.5 & 1.68 \\289-\texttt{automation} & Automation / robotics & 374 & 0.3 & 25 & 13.7 & 1.68 \\290-\texttt{cloud\_migration} & Cloud migration & 264 & 0.2 & 35 & 50.0 & 1.97 \\291+\texttt{ma\_integration} & M\&A / integration & 41{,}742 & 34.5 & 28{,}044 & 155.0 & -- & 3.12 & 14.6 \\292+\texttt{capex\_program} & Capital expenditure program & 10{,}720 & 8.9 & 9{,}452 & 300.0 & -- & 1.79 & 6.4 \\293+\texttt{partnership} & Strategic partnership & 9{,}909 & 8.2 & 2{,}943 & 75.0 & -- & 1.77 & 6.7 \\294+\texttt{geographic\_expansion} & Geographic expansion & 7{,}868 & 6.5 & 1{,}431 & 36.7 & -- & 2.25 & 10.2 \\295+\texttt{plant\_construction} & Plant / site construction & 7{,}590 & 6.3 & 2{,}511 & 56.0 & -- & 2.42 & 13.5 \\296+\texttt{cost\_reduction} & Cost reduction / restructuring & 6{,}481 & 5.4 & 4{,}378 & 50.0 & -- & 2.03 & 5.7 \\297+\texttt{drug\_pipeline} & Drug / clinical pipeline & 5{,}360 & 4.4 & 778 & 46.1 & -- & 4.99 & 27.9 \\298+\texttt{product\_launch} & New product / launch & 5{,}356 & 4.4 & 447 & 26.7 & -- & 2.33 & 12.2 \\299+\texttt{rd\_program} & R\&D program & 5{,}080 & 4.2 & 1{,}272 & 20.0 & -- & 2.31 & 11.4 \\300+\texttt{infrastructure} & Infrastructure investment & 4{,}481 & 3.7 & 1{,}694 & 48.0 & -- & 1.90 & 7.5 \\301+\texttt{manufacturing\_expansion} & Manufacturing / capacity expansion & 4{,}140 & 3.4 & 1{,}040 & 45.0 & -- & 2.13 & 11.3 \\302+\texttt{technology\_deployment} & Technology deployment & 4{,}128 & 3.4 & 1{,}219 & 135.0 & -- & 1.63 & 4.8 \\303+\texttt{digital\_transformation} & Digital transformation & 2{,}642 & 2.2 & 240 & 34.2 & -- & 1.99 & 6.2 \\304+\texttt{erp\_implementation} & ERP / systems implementation & 1{,}735 & 1.4 & 184 & 15.0 & -- & 2.44 & 3.5 \\305+\texttt{sustainability} & Sustainability / ESG & 1{,}305 & 1.1 & 410 & 34.4 & -- & 2.00 & 6.1 \\306+\texttt{supply\_chain} & Supply-chain initiative & 684 & 0.6 & 139 & 38.0 & -- & 1.71 & 3.5 \\307+\texttt{data\_center} & Data center & 449 & 0.4 & 129 & 166.0 & -- & 1.98 & 9.3 \\308+\texttt{energy\_transition} & Energy transition / renewables & 415 & 0.3 & 109 & 109.0 & -- & 2.09 & 10.1 \\309+\texttt{ai\_initiative} & AI / ML initiative & 376 & 0.3 & 20 & \textcolor{gray}{127.5} & -- & 1.68 & 4.8 \\310+\texttt{automation} & Automation / robotics & 374 & 0.3 & 25 & \textcolor{gray}{13.7} & -- & 1.68 & 2.7 \\311+\texttt{cloud\_migration} & Cloud migration & 264 & 0.2 & 35 & \textcolor{gray}{50.0} & -- & 1.97 & 5.7 \\312 \midrule313- & Total & 121{,}099 & 100.0 & 56{,}500 & 128.5 & 2.54 \\314+ & Total & 121{,}099 & 100.1 & 56{,}500 & 128.5 & -- & 2.54 &  \\315 \bottomrule316-\end{tabular}317\ No newline at end of file318+\end{tabular}319