spb/firc0001_uqo

1{2 "iwvEquityLines": {3  "value": "2{,}587",4  "source": "count reported by the build log of scripts/build_universe.py (2026-10-27); the iShares latest-holdings.csv used by the build is not archived (verified on M3U96b, Stage D feasibility report); not reconstructible",5  "formula": "documented input or stats.json"6 },7 "universeN": {8  "value": "2{,}564",9  "source": "stats.json:universe.n",10  "formula": "count"11 },12 "russellDistinctCiks": {13  "value": "2{,}555",14  "source": "stats.json:universe.russell_distinct_ciks",15  "formula": "count"16 },17 "russellMappedLines": {18  "value": "2{,}573",19  "source": "stats.json:universe.russell_equity_lines_mapped",20  "formula": "count"21 },22 "russellUnmatched": {23  "value": "7",24  "source": "stats.json:universe.russell_unmatched",25  "formula": "len(unmatched)"26 },27 "russellIndexConstituents": {28  "value": "2{,}996",29  "source": "results/russell_coverage.json:index_constituents",30  "formula": "https://research.ftserussell.com/Analytics/FactSheets/Home/DownloadSingleIssue?issueName=US3000USD&isManual=True"31 },32 "russellProxyCoveragePct": {33  "value": "85.3",34  "source": "results/russell_coverage.json",35  "formula": "100 * russell_distinct_ciks / index_constituents"36 },37 "iwvHoldingsCount": {38  "value": "2{,}588",39  "source": "results/russell_coverage.json:fund_holdings_count",40  "formula": "https://www.ishares.com/us/products/239714/ishares-russell-3000-etf"41 },42 "iwvReplicationMethod": {43  "value": "representative sampling",44  "source": "results/russell_coverage.json:replication_method",45  "formula": "https://www.ishares.com/us/products/239714/ishares-russell-3000-etf"46 },47 "filingDateFirst": {48  "value": "2010-01-04",49  "source": "stats.json:filing_date_range or min(filings_by_form.first)",50  "formula": "min"51 },52 "filingDateLast": {53  "value": "2026-10-27",54  "source": "stats.json:filing_date_range or max(filings_by_form.last)",55  "formula": "max"56 },57 "filingsTotal": {58  "value": "527{,}548",59  "source": "stats.json:filings_total",60  "formula": "count"61 },62 "filingsNotParsed": {63  "value": "16",64  "source": "data/parse_status.csv",65  "formula": "sum(error)+sum(missing)"66 },67 "filingsMissingOnDisk": {68  "value": "2",69  "source": "data/parse_status.csv",70  "formula": "sum(missing)"71 },72 "rawGb": {73  "value": "254.5",74  "source": "stats.json:raw_gb",75  "formula": "sum(file_size_bytes)/1e9"76 },77 "firstSeenYearMin": {78  "value": "2011",79  "source": "data/projects_by_first_seen_year.csv",80  "formula": "first full year after the left-censored start"81 },82 "firstSeenYearMax": {83  "value": "2025",84  "source": "data/projects_by_first_seen_year.csv",85  "formula": "last full year before the partial final year"86 },87 "firstSeenRangeInner": {88  "value": "6{,}240--8{,}216",89  "source": "data/projects_by_first_seen_year.csv",90  "formula": "min/max of projects first seen, 2011--2025"91 },92 "firstSeenFirstYear": {93  "value": "7{,}835",94  "source": "data/projects_by_first_seen_year.csv",95  "formula": "projects first seen in 2010 (left-censored)"96 },97 "firstSeenInnerMean": {98  "value": "7{,}105",99  "source": "data/projects_by_first_seen_year.csv",100  "formula": "mean 2011--2025"101 },102 "mentionsFirstYear": {103  "value": "11{,}908",104  "source": "data/mentions_by_year.csv",105  "formula": "mentions in 2010"106 },107 "mentionsLastFullYear": {108  "value": "23{,}220",109  "source": "data/mentions_by_year.csv",110  "formula": "mentions in 2025"111 },112 "issuersWithMentionsFirstYear": {113  "value": "1{,}224",114  "source": "data/mentions_by_year.csv",115  "formula": "issuers with mentions in 2010"116 },117 "issuersWithMentionsLastFullYear": {118  "value": "2{,}280",119  "source": "data/mentions_by_year.csv",120  "formula": "issuers with mentions in 2025"121 },122 "mentionsPerIssuerFirstYear": {123  "value": "9.7",124  "source": "data/mentions_by_year.csv",125  "formula": "mentions/issuers"126 },127 "mentionsPerIssuerLastFullYear": {128  "value": "10.2",129  "source": "data/mentions_by_year.csv",130  "formula": "mentions/issuers"131 },132 "lastYear": {133  "value": "2026",134  "source": "data/issuers_by_year.csv",135  "formula": "max year (partial)"136 },137 "callsOneZeroK": {138  "value": "135{,}310",139  "source": "results/ledger/table3_ledger_vs_stored.csv",140  "formula": "calls where form_type=10-K"141 },142 "callsOneZeroQ": {143  "value": "363{,}973",144  "source": "results/ledger/table3_ledger_vs_stored.csv",145  "formula": "calls where form_type=10-Q"146 },147 "callsEightK": {148  "value": "204{,}442",149  "source": "results/ledger/table3_ledger_vs_stored.csv",150  "formula": "calls where form_type=8-K"151 },152 "ledgerTotal": {153  "value": "1{,}123{,}098",154  "source": "stats.json:ledger_total",155  "formula": "count(extracted_sections)"156 },157 "ledgerMentionsReturned": {158  "value": "308{,}477",159  "source": "data/ledger_by_form.csv",160  "formula": "sum(mentions)"161 },162 "ledgerGap": {163  "value": "412",164  "source": "data/ledger_by_form.csv, data/mentions_by_form.csv",165  "formula": "sum(ledger mentions) - sum(stored mentions)"166 },167 "ledgerGapByForm": {168  "value": "10-K 127, 10-Q 257, 8-K 28",169  "source": "data/ledger_by_form.csv, data/mentions_by_form.csv",170  "formula": "per form"171 },172 "mentionsStoredEightK": {173  "value": "74{,}566",174  "source": "data/mentions_by_form.csv",175  "formula": "n where form_type=8-K"176 },177 "mentionsLedgerEightK": {178  "value": "74{,}594",179  "source": "data/ledger_by_form.csv",180  "formula": "mentions where form_type=8-K"181 },182 "ledgerSectionsEightK": {183  "value": "400{,}601",184  "source": "data/ledger_by_form.csv",185  "formula": "sections where form_type=8-K"186 },187 "mentionsStoredOneZeroK": {188  "value": "81{,}495",189  "source": "data/mentions_by_form.csv",190  "formula": "n where form_type=10-K"191 },192 "mentionsLedgerOneZeroK": {193  "value": "81{,}622",194  "source": "data/ledger_by_form.csv",195  "formula": "mentions where form_type=10-K"196 },197 "ledgerSectionsOneZeroK": {198  "value": "143{,}704",199  "source": "data/ledger_by_form.csv",200  "formula": "sections where form_type=10-K"201 },202 "mentionsStoredOneZeroQ": {203  "value": "152{,}004",204  "source": "data/mentions_by_form.csv",205  "formula": "n where form_type=10-Q"206 },207 "mentionsLedgerOneZeroQ": {208  "value": "152{,}261",209  "source": "data/ledger_by_form.csv",210  "formula": "mentions where form_type=10-Q"211 },212 "ledgerSectionsOneZeroQ": {213  "value": "578{,}793",214  "source": "data/ledger_by_form.csv",215  "formula": "sections where form_type=10-Q"216 },217 "productiveSections": {218  "value": "168{,}230",219  "source": "data/ledger_by_form.csv",220  "formula": "sum(with_mentions)"221 },222 "productiveShareLedger": {223  "value": "15.0",224  "source": "data/ledger_by_form.csv, stats.json",225  "formula": "100*productive/ledger_total"226 },227 "mentionsPerLedgerSection": {228  "value": "0.27",229  "source": "stats.json",230  "formula": "mentions/ledger_total"231 },232 "mentionsPerProductiveSection": {233  "value": "1.83",234  "source": "stats.json, data/ledger_by_form.csv",235  "formula": "mentions/productive"236 },237 "gatePassTotal": {238  "value": "703{,}725",239  "source": "stats.json:gate_pass_total",240  "formula": "regexp_matches(_PROJECT_GATE) over the ledger"241 },242 "productiveShareCalls": {243  "value": "23.9",244  "source": "results/ledger/gate_pass_totals.json",245  "formula": "productive_pct_calls"246 },247 "mentionsPerCall": {248  "value": "0.44",249  "source": "results/ledger/gate_pass_totals.json",250  "formula": "mentions_per_call"251 },252 "tenKmdnaMentions": {253  "value": "39{,}099",254  "source": "data/ledger_10k_items.csv / ledger_10q_items.csv",255  "formula": "mentions by item"256 },257 "tenQmdnaMentions": {258  "value": "99{,}305",259  "source": "data/ledger_10k_items.csv / ledger_10q_items.csv",260  "formula": "mentions by item"261 },262 "tenKbusinessMentions": {263  "value": "30{,}492",264  "source": "data/ledger_10k_items.csv / ledger_10q_items.csv",265  "formula": "mentions by item"266 },267 "tenQfinancialStatementsMentions": {268  "value": "30{,}159",269  "source": "data/ledger_10k_items.csv / ledger_10q_items.csv",270  "formula": "mentions by item"271 },272 "tenKfullBodyRows": {273  "value": "1{,}230",274  "source": "data/ledger_10k_items.csv",275  "formula": "n where section_name=full_body"276 },277 "typesPctSum": {278  "value": "100.1",279  "source": "data/projects_by_type.csv",280  "formula": "sum(pct)"281 },282 "amountMedianMusd": {283  "value": "128.5",284  "source": "stats.json:amount_total_median_musd or data/amount_dist.csv",285  "formula": "median(total_amount_usd)/1e6"286 },287 "smallNThreshold": {288  "value": "50",289  "source": "data/documented_inputs.json:small_n_threshold",290  "formula": "presentation rule"291 },292 "smallNCategories": {293  "value": "ai_initiative, automation, cloud_migration",294  "source": "data/projects_by_type.csv",295  "formula": "with_amount < 50"296 },297 "shareDataCenter": {298  "value": "0.4",299  "source": "data/projects_by_type.csv",300  "formula": "pct where project_type=data_center"301 },302 "nDataCenter": {303  "value": "449",304  "source": "data/projects_by_type.csv",305  "formula": "n where project_type=data_center"306 },307 "withAmountDataCenter": {308  "value": "129",309  "source": "data/projects_by_type.csv",310  "formula": "with_amount where project_type=data_center"311 },312 "medianAmountDataCenter": {313  "value": "166.0",314  "source": "data/projects_by_type.csv",315  "formula": "median_amount_musd where project_type=data_center"316 },317 "shareAiInitiative": {318  "value": "0.3",319  "source": "data/projects_by_type.csv",320  "formula": "pct where project_type=ai_initiative"321 },322 "nAiInitiative": {323  "value": "376",324  "source": "data/projects_by_type.csv",325  "formula": "n where project_type=ai_initiative"326 },327 "withAmountAiInitiative": {328  "value": "20",329  "source": "data/projects_by_type.csv",330  "formula": "with_amount where project_type=ai_initiative"331 },332 "medianAmountAiInitiative": {333  "value": "127.5",334  "source": "data/projects_by_type.csv",335  "formula": "median_amount_musd where project_type=ai_initiative"336 },337 "shareCloudMigration": {338  "value": "0.2",339  "source": "data/projects_by_type.csv",340  "formula": "pct where project_type=cloud_migration"341 },342 "nCloudMigration": {343  "value": "264",344  "source": "data/projects_by_type.csv",345  "formula": "n where project_type=cloud_migration"346 },347 "withAmountCloudMigration": {348  "value": "35",349  "source": "data/projects_by_type.csv",350  "formula": "with_amount where project_type=cloud_migration"351 },352 "medianAmountCloudMigration": {353  "value": "50.0",354  "source": "data/projects_by_type.csv",355  "formula": "median_amount_musd where project_type=cloud_migration"356 },357 "shareAutomation": {358  "value": "0.3",359  "source": "data/projects_by_type.csv",360  "formula": "pct where project_type=automation"361 },362 "nAutomation": {363  "value": "374",364  "source": "data/projects_by_type.csv",365  "formula": "n where project_type=automation"366 },367 "withAmountAutomation": {368  "value": "25",369  "source": "data/projects_by_type.csv",370  "formula": "with_amount where project_type=automation"371 },372 "medianAmountAutomation": {373  "value": "13.7",374  "source": "data/projects_by_type.csv",375  "formula": "median_amount_musd where project_type=automation"376 },377 "shareMaIntegration": {378  "value": "34.5",379  "source": "data/projects_by_type.csv",380  "formula": "pct where project_type=ma_integration"381 },382 "nMaIntegration": {383  "value": "41{,}742",384  "source": "data/projects_by_type.csv",385  "formula": "n where project_type=ma_integration"386 },387 "withAmountMaIntegration": {388  "value": "28{,}044",389  "source": "data/projects_by_type.csv",390  "formula": "with_amount where project_type=ma_integration"391 },392 "medianAmountMaIntegration": {393  "value": "155.0",394  "source": "data/projects_by_type.csv",395  "formula": "median_amount_musd where project_type=ma_integration"396 },397 "shareCapexProgram": {398  "value": "8.9",399  "source": "data/projects_by_type.csv",400  "formula": "pct where project_type=capex_program"401 },402 "nCapexProgram": {403  "value": "10{,}720",404  "source": "data/projects_by_type.csv",405  "formula": "n where project_type=capex_program"406 },407 "withAmountCapexProgram": {408  "value": "9{,}452",409  "source": "data/projects_by_type.csv",410  "formula": "with_amount where project_type=capex_program"411 },412 "medianAmountCapexProgram": {413  "value": "300.0",414  "source": "data/projects_by_type.csv",415  "formula": "median_amount_musd where project_type=capex_program"416 },417 "sharePartnership": {418  "value": "8.2",419  "source": "data/projects_by_type.csv",420  "formula": "pct where project_type=partnership"421 },422 "nPartnership": {423  "value": "9{,}909",424  "source": "data/projects_by_type.csv",425  "formula": "n where project_type=partnership"426 },427 "withAmountPartnership": {428  "value": "2{,}943",429  "source": "data/projects_by_type.csv",430  "formula": "with_amount where project_type=partnership"431 },432 "medianAmountPartnership": {433  "value": "75.0",434  "source": "data/projects_by_type.csv",435  "formula": "median_amount_musd where project_type=partnership"436 },437 "shareGeographicExpansion": {438  "value": "6.5",439  "source": "data/projects_by_type.csv",440  "formula": "pct where project_type=geographic_expansion"441 },442 "nGeographicExpansion": {443  "value": "7{,}868",444  "source": "data/projects_by_type.csv",445  "formula": "n where project_type=geographic_expansion"446 },447 "withAmountGeographicExpansion": {448  "value": "1{,}431",449  "source": "data/projects_by_type.csv",450  "formula": "with_amount where project_type=geographic_expansion"451 },452 "medianAmountGeographicExpansion": {453  "value": "36.7",454  "source": "data/projects_by_type.csv",455  "formula": "median_amount_musd where project_type=geographic_expansion"456 },457 "sharePlantConstruction": {458  "value": "6.3",459  "source": "data/projects_by_type.csv",460  "formula": "pct where project_type=plant_construction"461 },462 "nPlantConstruction": {463  "value": "7{,}590",464  "source": "data/projects_by_type.csv",465  "formula": "n where project_type=plant_construction"466 },467 "withAmountPlantConstruction": {468  "value": "2{,}511",469  "source": "data/projects_by_type.csv",470  "formula": "with_amount where project_type=plant_construction"471 },472 "medianAmountPlantConstruction": {473  "value": "56.0",474  "source": "data/projects_by_type.csv",475  "formula": "median_amount_musd where project_type=plant_construction"476 },477 "techCategoriesCountRange": {478  "value": "264--449",479  "source": "data/projects_by_type.csv",480  "formula": "min/max n over data_center, ai_initiative, cloud_migration, automation"481 },482 "sectorTopFourPerIssuerRange": {483  "value": "62--75",484  "source": "data/projects_by_sector.csv",485  "formula": "floor(min)/ceil(max) of per_issuer over the four highest sectors: Utilities, Materials, Energy, Real Estate"486 },487 "sectorTopFourNames": {488  "value": "utilities, materials, energy, real estate",489  "source": "data/projects_by_sector.csv",490  "formula": "four highest per_issuer"491 },492 "sectorFinancialsPerIssuer": {493  "value": "32",494  "source": "data/projects_by_sector.csv",495  "formula": "round(per_issuer) for Financials"496 },497 "sectorProjectsHealthCare": {498  "value": "23{,}679",499  "source": "data/projects_by_sector.csv",500  "formula": "n for Health Care"501 },502 "sectorIssuersHealthCare": {503  "value": "429",504  "source": "data/projects_by_sector.csv",505  "formula": "issuers for Health Care"506 },507 "sectorProjectsIndustrials": {508  "value": "17{,}890",509  "source": "data/projects_by_sector.csv",510  "formula": "n for Industrials"511 },512 "sectorIssuersIndustrials": {513  "value": "386",514  "source": "data/projects_by_sector.csv",515  "formula": "issuers for Industrials"516 },517 "spanKnownN": {518  "value": "103{,}500",519  "source": "data/duration.csv",520  "formula": "projects - unknown"521 },522 "spanUnknownN": {523  "value": "17{,}599",524  "source": "data/duration.csv",525  "formula": "n where span_years=unknown"526 },527 "spanUnknownShareAll": {528  "value": "14.5",529  "source": "data/duration.csv",530  "formula": "100*unknown/projects"531 },532 "spanZeroShareAll": {533  "value": "55.5",534  "source": "data/duration.csv",535  "formula": "100*n(0)/projects"536 },537 "spanZeroShareKnown": {538  "value": "64.9",539  "source": "data/duration.csv",540  "formula": "100*n(0)/(projects-unknown)"541 },542 "spanOverFiveShareAll": {543  "value": "8.5",544  "source": "data/duration.csv",545  "formula": "100*n(>5)/projects"546 },547 "spanOverFiveShareKnown": {548  "value": "10.0",549  "source": "data/duration.csv",550  "formula": "100*n(>5)/(projects-unknown)"551 },552 "statusShareInProgress": {553  "value": "41.6",554  "source": "data/projects_by_status.csv",555  "formula": "pct where status=in_progress"556 },557 "statusShareCompleted": {558  "value": "41.0",559  "source": "data/projects_by_status.csv",560  "formula": "pct where status=completed"561 },562 "statusSharePlanned": {563  "value": "15.1",564  "source": "data/projects_by_status.csv",565  "formula": "pct where status=planned"566 },567 "statusShareMentioned": {568  "value": "2.3",569  "source": "data/projects_by_status.csv",570  "formula": "pct where status=mentioned"571 },572 "singleMentionShare": {573  "value": "60.2",574  "source": "data/mentions_per_project.csv",575  "formula": "100*n(bucket=1)/projects"576 },577 "overTenMentionShare": {578  "value": "3.1",579  "source": "data/mentions_per_project.csv",580  "formula": "100*n(bucket=>10)/projects"581 },582 "confShareOne": {583  "value": "35.2",584  "source": "data/confidence_dist.csv",585  "formula": "100*n(conf=1.0)/mentions"586 },587 "confShareNine": {588  "value": "32.7",589  "source": "data/confidence_dist.csv",590  "formula": "100*n(conf=0.9)/mentions"591 },592 "confShareLeSix": {593  "value": "1.6",594  "source": "data/confidence_dist.csv",595  "formula": "100*n(conf<=0.6)/mentions"596 },597 "amountMentions": {598  "value": "120{,}240",599  "source": "stats.json:mentions_fields[0]",600  "formula": "count(amount_usd is not null)"601 },602 "amountMentionsShare": {603  "value": "39.0",604  "source": "stats.json",605  "formula": "100*mentions_fields[0]/mentions"606 },607 "amountProjects": {608  "value": "56{,}500",609  "source": "stats.json:projects_fields[0]",610  "formula": "count(total_amount_usd is not null)"611 },612 "amountProjectsShare": {613  "value": "46.7",614  "source": "stats.json",615  "formula": "100*projects_fields[0]/projects"616 },617 "amountPTwoFiveMusd": {618  "value": "23",619  "source": "data/amount_dist.csv",620  "formula": "q[1]/1e6"621 },622 "amountPSevenFiveMusd": {623  "value": "500",624  "source": "data/amount_dist.csv",625  "formula": "q[3]/1e6"626 },627 "amountPNineNineBusd": {628  "value": "12.5",629  "source": "data/amount_dist.csv",630  "formula": "q[5]/1e9"631 },632 "amountSumTusd": {633  "value": "55.9",634  "source": "data/amount_dist.csv",635  "formula": "sum_gusd/1e3"636 },637 "kgNodes": {638  "value": "183{,}472",639  "source": "data/kg.csv",640  "formula": "sum(n) where k=nodes"641 },642 "kgEdges": {643  "value": "204{,}456",644  "source": "data/kg.csv",645  "formula": "sum(n) where k=edges"646 },647 "kgNodesProject": {648  "value": "121{,}099",649  "source": "data/kg.csv",650  "formula": "n where node_type=Project"651 },652 "kgNodesPartner": {653  "value": "36{,}822",654  "source": "data/kg.csv",655  "formula": "n where node_type=Partner"656 },657 "kgNodesLocation": {658  "value": "14{,}508",659  "source": "data/kg.csv",660  "formula": "n where node_type=Location"661 },662 "kgNodesTechnology": {663  "value": "8{,}551",664  "source": "data/kg.csv",665  "formula": "n where node_type=Technology"666 },667 "kgNodesCompany": {668  "value": "2{,}492",669  "source": "data/kg.csv",670  "formula": "n where node_type=Company"671 },672 "provenanceForms": {673  "value": "8-K",674  "source": "data/example_provenance.csv",675  "formula": "distinct form_type of the printed rows"676 },677 "provenanceN": {678  "value": "8",679  "source": "data/example_provenance.csv",680  "formula": "rows printed"681 },682 "provenanceFirst": {683  "value": "2014-04-08",684  "source": "data/example_provenance.csv",685  "formula": "min filing_date"686 },687 "provenanceLast": {688  "value": "2022-03-07",689  "source": "data/example_provenance.csv",690  "formula": "max filing_date"691 },692 "provenanceMaxAmountBusd": {693  "value": "11.5",694  "source": "data/example_provenance.csv",695  "formula": "max(amount_usd)/1e9"696 },697 "provenanceNameYear": {698  "value": "2022",699  "source": "data/example_provenance.csv",700  "formula": "filing year of the last mention (representative name source)"701 },702 "gateRegexFlags": {703  "value": "re.IGNORECASE",704  "source": "code/audit/spid_snapshot/rules.py",705  "formula": "re.compile flags"706 },707 "gateRegexLength": {708  "value": "215",709  "source": "rules.py:_PROJECT_GATE",710  "formula": "len(pattern)"711 },712 "gateRegexAlternatives": {713  "value": "25",714  "source": "rules.py:_PROJECT_GATE",715  "formula": "number of alternatives"716 },717 "taxonomyN": {718  "value": "21",719  "source": "taxonomy.py:PROJECT_TYPES",720  "formula": "len"721 },722 "callsTotal": {723  "value": "703{,}725",724  "source": "results/ledger/gate_pass_totals.json",725  "formula": "calls"726 },727 "gatePassSections": {728  "value": "703{,}737",729  "source": 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"formula": "key=k_current at 0.45"951 },952 "topNameTokens": {953  "value": "\\texttt{acquisition} (3.4\\%), \\texttt{share} (3.1\\%), \\texttt{expansion} (1.8\\%), \\texttt{stock} (1.7\\%), \\texttt{investment} (1.6\\%), \\texttt{merger} (1.3\\%), \\texttt{sale} (1.3\\%), \\texttt{development} (1.2\\%), \\texttt{strategic} (0.9\\%), \\texttt{capital} (0.8\\%)",954  "source": "results/resolver/top_name_tokens.csv",955  "formula": "top-10 tokens, pct of token-keyed projects"956 },957 "topNameTokensProjectsPct": {958  "value": "17.2",959  "source": "results/resolver/top_name_tokens.csv",960  "formula": "sum of pct_of_tokenkeyed_projects over the top 10"961 },962 "projects": {963  "value": "121{,}099",964  "source": "stats.json:projects",965  "formula": "count(projects)"966 },967 "mentions": {968  "value": "308{,}065",969  "source": "stats.json:mentions",970  "formula": "count(project_mentions)"971 },972 "issuersWithProjects": {973  "value": "2{,}492",974  "source": 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"value": "42",1009  "source": "data/projects_per_issuer.csv",1010  "formula": "q[2]"1011 },1012 "extractedAtFirst": {1013  "value": "2026-10-27 13:12:32",1014  "source": "stats.json:extracted_at_range[0]",1015  "formula": "min(extracted_at)"1016 },1017 "extractedAtLast": {1018  "value": "2026-10-28 11:15:49",1019  "source": "stats.json:extracted_at_range[1]",1020  "formula": "max(extracted_at)"1021 },1022 "brief": {1023  "value": "the research-design brief, i.e. the specification of required tables, keys and validation gates against which \\texttt{docs/implementation\\_audit.md} audits the build",1024  "source": "data/documented_inputs.json:brief_definition",1025  "formula": "documented input (author to confirm)"1026 },1027 "newProjectsPerIssuerFirstYear": {1028  "value": "6.4",1029  "source": "data/projects_by_first_seen_year.csv, mentions_by_year.csv",1030  "formula": "first seen / issuers with mentions"1031 },1032 "newProjectsPerIssuerLastFullYear": {1033  "value": "3.5",1034  "source": "data/projects_by_first_seen_year.csv, mentions_by_year.csv",1035  "formula": "first seen / issuers with mentions"1036 }1037}