Industry Sentiment Dossier
Railroads sentiment intelligence
Company-news tone, narrative breadth, confidence, catalyst concentration and market confirmation examined as separate evidence layers.
Executive Evidence Brief
A balanced headline masks a selective company tape
Aggregate tone remains near neutral, so breadth, catalysts and company-level outliers carry more information than the headline score alone.
Evidence that supports the read
Direct company coverage supplies 100% of the measured article set.
Conditions that limit conviction
Evidence confidence is 69/100 and should limit conviction in the aggregate read.
Only 52% of measured equities have a positive one-week response.
Narrative Breadth
How widely tone is shared
Score Distribution
Shape of the company tape
Evidence Quality
Reliability of the read
1163 relevant story observations across 594 publisher signals. 100% is direct company evidence.
13-Week Trajectory
Weighted tone and participation
The path uses a fixed quality sample of up to 93 current constituents to keep the historical query reproducible. Earlier observations are not rewritten by later headlines.
Market Confirmation
How price is responding to the news tape
Price response is a diagnostic cross-check. It does not alter the sentiment score, so agreement and disagreement remain visible.
Internal Leadership
Country map
Strongest tone
🇺🇸 United States55.311 equities · 75/100 confidence🇮🇳 India53.55 equities · 69/100 confidence🇭🇰 Hong Kong53.56 equities · 53/100 confidence🇦🇹 Austria52.55 equities · 61/100 confidence🇩🇪 Germany51.36 equities · 69/100 confidence🇯🇵 Japan51.314 equities · 59/100 confidence🇨🇳 China51.116 equities · 52/100 confidenceWeakest tone
🇨🇳 China51.116 equities · 52/100 confidence🇯🇵 Japan51.314 equities · 59/100 confidence🇩🇪 Germany51.36 equities · 69/100 confidence🇦🇹 Austria52.55 equities · 61/100 confidence🇭🇰 Hong Kong53.56 equities · 53/100 confidence🇮🇳 India53.55 equities · 69/100 confidence🇺🇸 United States55.311 equities · 75/100 confidence15 thin groups are withheld because they contain fewer than 5 qualified securities.
Narrative Dispersion
Parent-sector context
Strongest tone
Industrials53.093 equities · 69/100 confidenceWeakest tone
Industrials53.093 equities · 69/100 confidencePeer Comparison
Where this read sits in the ranked tape
Catalyst Lens
What is moving the narrative
Publisher Lens
Where the latest observations came from
Positioning Lens
What deserves attention
Security Evidence
The equities behind the read
Constructive leaders
Positive news being faded · -1.4% 1W
Market update · 75/100 confidence · 33 direct storiesBalanced read · -1.8% 1W
Market update · 75/100 confidence · 55 direct storiesNews confirmed by price · +2.8% 1W
Market update · 73/100 confidence · 13 direct storiesPositive news being faded · -2.4% 1W
Macro sensitivity · 64/100 confidence · 4 direct storiesBalanced read · +3.7% 1W
Earnings · 36/100 confidence · 3 direct storiesBalanced read · +0.3% 1W
Market update · 88/100 confidence · 26 direct storiesPrice moving ahead of tone · -4.9% 1W
Market update · 75/100 confidence · 48 direct storiesPositive news being faded · -3.4% 1W
Guidance · 61/100 confidence · 6 direct storiesCautious laggards
Caution confirmed by price · -3.3% 1W
Earnings · 55/100 confidence · 3 direct storiesBalanced read · +0.9% 1W
Market update · 66/100 confidence · 7 direct storiesPrice moving ahead of tone · +9.9% 1W
Market update · 64/100 confidence · 5 direct storiesPrice moving ahead of tone · +7.2% 1W
Market update · 75/100 confidence · 11 direct storiesBalanced read · -0.4% 1W
Market update · 75/100 confidence · 17 direct storiesBalanced read · -2.9% 1W
Market update · 75/100 confidence · 9 direct storiesBalanced read · -2.8% 1W
Market update · 73/100 confidence · 8 direct storiesBalanced read · +0.8% 1W
Earnings · 66/100 confidence · 5 direct storiesAttention leaders
Balanced read · -3.8% 1W
Market update · 75/100 confidence · 58 direct storiesBalanced read · -1.8% 1W
Market update · 75/100 confidence · 55 direct storiesPrice moving ahead of tone · -16.5% 1W
Earnings · 75/100 confidence · 54 direct storiesPrice moving ahead of tone · -4.9% 1W
Market update · 75/100 confidence · 48 direct storiesPrice moving ahead of tone · -4.3% 1W
Market update · 75/100 confidence · 47 direct storiesPrice moving ahead of tone · -5.1% 1W
Earnings · 75/100 confidence · 46 direct storiesBalanced read · -3.0% 1W
Market update · 75/100 confidence · 42 direct storiesPositive news being faded · -1.4% 1W
Market update · 75/100 confidence · 33 direct storiesLatest Evidence Ledger
Recent company-level observations
Union Pacific Corp (UNP) EVP Conlin acquires stock through 2021 employee purchase plan
Stock Titan · Market update · Balanced read
91/100 confidence · 100% direct evidenceCORRECTION -- CN Reports a Record 2025-26 Crop Year
finance.yahoo.com · Macro sensitivity · Positive news being faded
64/100 confidence · 100% direct evidenceWill Canadian Pacific Kansas City stock extend gains as immediate support reinforces the floor?
Traders Union · Market update · News confirmed by price
73/100 confidence · 100% direct evidenceIs Blue Bird (BLBD) Stock Outpacing Its Auto-Tires-Trucks Peers This Year?
Market source · Market update · Balanced read
87/100 confidence · 100% direct evidenceDid Strong FY2027 Guidance and EPS Outlook Just Shift Central Japan Railway's (TSE:9022) Investment Narrative?
simplywall.st · Earnings · Balanced read
60/100 confidence · 100% direct evidenceEast Japan Railway (TSE:9020) Lifts Dividend Guidance, Is The Stock Already Fully Valued?
simplywall.st · Earnings · Price moving ahead of tone
79/100 confidence · 100% direct evidenceEnterprise value to EBIT forward of Beijing-Shanghai High-Speed Railway Co., Ltd. Class A – SSE:601816
TradingView · Market update · Balanced read
51/100 confidence · 100% direct evidenceFinivi Inc. Boosts Holdings in Union Pacific Corporation $UNP
MarketBeat · Market update · Balanced read
88/100 confidence · 100% direct evidenceCSX Corporation (CSX) Stock Forecasts
Market source · Market update · Balanced read
58/100 confidence · 100% direct evidenceKeisei Electric Railway (TSE:9009) Earnings And Guidance Raise The Question Of Fair Value
simplywall.st · Earnings · Balanced read
59/100 confidence · 100% direct evidenceTokyo Metro’s Mixed Q1 Results and 2027 Outlook Might Change The Case For Investing In Tokyo Metro (TSE:9023)
simplywall.st · Earnings · Balanced read
66/100 confidence · 100% direct evidenceWestinghouse Air Brake Technologies (WAB) Stock Looks Near Fair Value On Cash Flow But Rich On Earnings
finance.yahoo.com · Market update · Balanced read
88/100 confidence · 100% direct evidenceWestinghouse Air Brake Technologies (WAB) Stock Looks Near Fair Value On Cash Flow But Rich On Earnings
Market source · Earnings · Balanced read
72/100 confidence · 100% direct evidenceWestinghouse Air Brake Technologies (WAB) Stock Looks Near Fair Value On Cash Flow But Rich On Earnings
Market source · Earnings · Balanced read
59/100 confidence · 100% direct evidenceETFs Investing in Guangshen Railway Company Limited Class H Stocks
TradingView · Market update · Balanced read
57/100 confidence · 100% direct evidenceOdakyu Electric Railway (TSE:9007) Stock Carries A Premium As Margins Tighten
simplywall.st · Earnings · Caution confirmed by price
55/100 confidence · 100% direct evidenceGreenbrier Companies Inc (GBX) Stock News Today
TradingKey · Earnings · Price moving ahead of tone
86/100 confidence · 100% direct evidenceWest Japan Railway Company 2027 Q1 - Results - Earnings Call Presentation (OTCMKTS:WJRYY) 2026-08-07
Seeking Alpha · Earnings · Balanced read
78/100 confidence · 100% direct evidenceReproducible Method
How to read this dossier
The score measures the polarity of qualified published news after relevance, source quality, event importance and freshness weighting. It is centred at 50.
Breadth measures how widely constructive or cautious classifications are shared. A few extreme equities cannot create broad participation.
Confidence measures sample depth, direct-company coverage, publisher diversity, freshness and agreement. It is intentionally separate from direction.
Completed weekly price data tests whether the market confirms, rejects or absorbs the narrative. Price never feeds back into the sentiment score.
Unqualified ticker records are excluded, and subgroup maps require at least five qualified securities. Thin slices are disclosed instead of ranked.
This is a current evidence classification, not a forecast, target, recommendation or measure of investor positioning.