industry intelligence
Measured conclusion
Latest qualified tape
Industry Sentiment Dossier
Education & Training Services sentiment intelligence
Company-news tone, narrative breadth, confidence, catalyst concentration and market confirmation examined as separate evidence layers.
Weighted tone52.6Neutral is 50
Constructive but selective
54/100 narrative breadth
69/100 evidence confidence
139 qualified equities from 202 latest records
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.
Positive one-week price responses appear across 55% of measured equities.
Conditions that limit conviction
Evidence confidence is 69/100 and should limit conviction in the aggregate read.
Narrative Breadth
How widely tone is shared
54Breadth
Constructive117.9%
Balanced12892.1%
Cautious00.0%
Score Distribution
Shape of the company tape
0Strong caution
0Cautious
128Balanced
11Constructive
0Strongly constructive
Evidence Quality
Reliability of the read
69/100 group confidence
High confidence63
Usable evidence34
Developing42
1948 relevant story observations across 993 publisher signals. 100% is direct company evidence.
13-Week Trajectory
Weighted tone and participation
18 May29 Jun10 Aug
Weighted toneNarrative breadthNeutral 50
The path uses a fixed quality sample of up to 139 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
🇨🇳 China54.46 equities · 54/100 confidence🇺🇸 United States54.133 equities · 78/100 confidence🇭🇰 Hong Kong52.434 equities · 61/100 confidence🇧🇷 Brazil52.07 equities · 45/100 confidence🇮🇳 India51.415 equities · 67/100 confidence🇦🇺 Australia50.88 equities · 69/100 confidence🇯🇵 Japan50.715 equities · 45/100 confidenceWeakest tone
🇯🇵 Japan50.715 equities · 45/100 confidence🇦🇺 Australia50.88 equities · 69/100 confidence🇮🇳 India51.415 equities · 67/100 confidence🇧🇷 Brazil52.07 equities · 45/100 confidence🇭🇰 Hong Kong52.434 equities · 61/100 confidence🇺🇸 United States54.133 equities · 78/100 confidence🇨🇳 China54.46 equities · 54/100 confidence13 thin groups are withheld because they contain fewer than 5 qualified securities.
Narrative Dispersion
Parent-sector context
Strongest tone
Consumer Defensive52.6139 equities · 69/100 confidencePeer Comparison
Where this read sits in the ranked tape
Oil & Gas Integrated57.070/100 confidence · 102 equitiesDiscount Stores56.575/100 confidence · 50 equitiesHealthcare Plans55.778/100 confidence · 34 equitiesBanks - Diversified55.775/100 confidence · 123 equitiesSoftware - Application52.463/100 confidence · 1031 equitiesConsulting Services52.462/100 confidence · 112 equitiesEducation & Training Services52.460/100 confidence · 202 equitiesSpecialty Chemicals52.458/100 confidence · 849 equitiesFootwear & Accessories52.458/100 confidence · 120 equitiesDiversified Telecommunication Services50.056/100 confidence · 1 equitiesCoking Coal49.961/100 confidence · 31 equitiesInsurance49.072/100 confidence · 2 equitiesSoftware41.082/100 confidence · 1 equities
Catalyst Lens
What is moving the narrative
Market update8561.2% of equities · tone 51.7
Earnings4935.3% of equities · tone 53.9
Analyst action21.4% of equities · tone 55.7
Deals and strategy21.4% of equities · tone 50.0
Capital return10.7% of equities · tone 56.0
Publisher Lens
Where the latest observations came from
simplywall.st3021.6% of equities · tone 53.7
TradingView2719.4% of equities · tone 50.8
TipRanks117.9% of equities · tone 53.0
TradingKey117.9% of equities · tone 51.8
webull.com107.2% of equities · tone 50.6
MarketBeat75.0% of equities · tone 56.8
Kalkine53.6% of equities · tone 51.8
scanx.trade53.6% of equities · tone 50.6
Positioning Lens
What deserves attention
Score rank#64among 157 measured industries
Parent spread+0.7versus Consumer Defensive
Cross-company dispersion3.4higher values mean a less uniform tape
Security Evidence
The equities behind the read
Constructive leaders
LAUR62
Laureate Education Inc
Balanced read · +0.1% 1W
Earnings · 87/100 confidence · 41 direct storiesAPEI61
American Public Education Inc
News confirmed by price · +5.6% 1W
Earnings · 92/100 confidence · 44 direct storiesTAL59
TAL Education Group
Price moving ahead of tone · +21.4% 1W
Earnings · 75/100 confidence · 57 direct storiesLINC59
Lincoln Educational Services
Balanced read · +3.2% 1W
Market update · 75/100 confidence · 48 direct storiesEEIQ59
Elite Education Group International Ltd
News confirmed by price · +13.3% 1W
Earnings · 66/100 confidence · 7 direct stories30035959
Qtone Education Group (Guangdong) Co.,Ltd
Positive news being faded · -5.0% 1W
Earnings · 44/100 confidence · 2 direct stories175259
Top Education Group Ltd
News confirmed by price · +3.2% 1W
Analyst action · 41/100 confidence · 2 direct storiesLRN58
Stride Inc
News confirmed by price · +2.8% 1W
Earnings · 89/100 confidence · 31 direct storiesCautious laggards
973344
Nagase Brothers Inc.
Balanced read · +2.3% 1W
Earnings · 24/100 confidence · 2 direct stories471845
Waseda Academy Co., Ltd.
Balanced read · +1.8% 1W
Market update · 73/100 confidence · 8 direct storiesNXD46
NextEd Group Limited
Balanced read · +1.2% 1W
Market update · 73/100 confidence · 8 direct storiesGSUN47
Golden Sun Education Group Ltd
Price moving ahead of tone · +84.4% 1W
Market update · 75/100 confidence · 34 direct storiesIEL47
IDP Education Limited
Price moving ahead of tone · -6.8% 1W
Market update · 75/100 confidence · 29 direct storiesCOGN347
Cogna Educação S.A.
Price moving ahead of tone · +9.6% 1W
Market update · 54/100 confidence · 5 direct storiesCHGG48
Chegg Inc
Price moving ahead of tone · -6.8% 1W
Earnings · 87/100 confidence · 26 direct storiesGOTU48
Gaotu Techedu Inc DRC
Price moving ahead of tone · +16.7% 1W
Market update · 75/100 confidence · 41 direct storiesAttention leaders
STRA55
Strategic Education Inc
Price moving ahead of tone · +8.4% 1W
Earnings · 75/100 confidence · 60 direct storiesPXED53
Phoenix Education Partners, Inc.
Balanced read · +0.8% 1W
Earnings · 76/100 confidence · 60 direct storiesCOUR55
Coursera Inc
Balanced read · -1.1% 1W
Earnings · 75/100 confidence · 60 direct storiesLOPE55
Grand Canyon Education Inc
Balanced read · +3.9% 1W
Earnings · 75/100 confidence · 59 direct storiesTAL59
TAL Education Group
Price moving ahead of tone · +21.4% 1W
Earnings · 75/100 confidence · 57 direct storiesKLC53
KinderCare Learning Companies, Inc.
Price moving ahead of tone · +8.5% 1W
Market update · 75/100 confidence · 57 direct storiesPRDO54
Perdoceo Education Corp
Price moving ahead of tone · +4.8% 1W
Market update · 75/100 confidence · 52 direct storiesLINC59
Lincoln Educational Services
Balanced read · +3.2% 1W
Market update · 75/100 confidence · 48 direct storiesLatest Evidence Ledger
Recent company-level observations
APEI61
Brokers Offer Predictions for APEI FY2026 Earnings
MarketBeat · Earnings · News confirmed by price
92/100 confidence · 100% direct evidence60509854
Action Education (605098.SH) released its interim financial results, reporting a parent company attributable net profit of RMB 172 million, an increase of 30.67% year-over-year.
Moomoo · Earnings · Balanced read
66/100 confidence · 100% direct evidence144952
Leader Education Adjusts Register Closure Dates for Rescheduled Extraordinary Meeting
TipRanks · Market update · Price moving ahead of tone
59/100 confidence · 100% direct evidenceLRN58
Stride’s Q2 Earnings Call: Our Top 5 Analyst Questions
StockStory · Earnings · News confirmed by price
89/100 confidence · 100% direct evidenceKME56
Kip McGrath (ASX:KME) Fields a Cash Takeover Bid — Will Crimson's Offer Decide the Stock's Next Move?
Kalkine · Earnings · Balanced read
64/100 confidence · 100% direct evidenceCHGG48
Chegg, Inc. (CHGG) stock price, news, quote and history
Market source · Earnings · Price moving ahead of tone
87/100 confidence · 100% direct evidenceACAD52
ACAD Maintained by Citigroup -- Price Target Raised to $39.00
GuruFocus · Earnings · Balanced read
74/100 confidence · 100% direct evidence429252
Earnings call transcript: Lincoln Educational beats Q2 2026 estimates, shares fall
Investing.com · Earnings · Price moving ahead of tone
48/100 confidence · 100% direct evidence960352
Earnings call transcript: Lincoln Educational beats Q2 2026 estimates, shares fall
Investing.com · Earnings · Balanced read
47/100 confidence · 100% direct evidence187150
China Oriented International Sets August Board Meeting for Interim Results and Dividend Decision
TipRanks · Earnings · Balanced read
50/100 confidence · 100% direct evidence397855
China Beststudy Sets Board Meeting to Approve Interim Results and Consider Dividend
TipRanks · Earnings · Balanced read
51/100 confidence · 100% direct evidenceNIITMTS51
NIIT Learning Systems to host investor meet on Aug 14
scanx.trade · Market update · Balanced read
71/100 confidence · 100% direct evidenceCL Educate Standalone June 2026 Net Sales at Rs 70.68 crore, down 8.22% Y-o-Y
Moneycontrol.com · Earnings · Price moving ahead of tone
70/100 confidence · 100% direct evidenceLAUR62
Is Laureate Education (LAUR) Fairly Valued On Raised Guidance And A Bigger Buyback?
simplywall.st · Earnings · Balanced read
87/100 confidence · 100% direct evidenceEDU57
How Investors May Respond To New Oriental Education (EDU) Earnings Beat, 2027 Guidance And New Cash Returns
Simply Wall Street · Earnings · Price moving ahead of tone
88/100 confidence · 100% direct evidence947050
Gakken Holdings (TSE:9470) Stock Faces Margin Squeeze Despite Revenue Growth
webull.com · Earnings · Balanced read
53/100 confidence · 100% direct evidenceFC55
Arrowstreet Capital Limited Partnership Sells 134,832 Shares of Franklin Covey Company $FC
MarketBeat · Market update · Balanced read
84/100 confidence · 100% direct evidenceEEIQ59
EpicQuest Education Group International Ltd (EEIQ) Earnings Forecast: Future EPS & Revenue Growth Estimates
TradingKey · Earnings · News confirmed by price
66/100 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.