Tag: expe

  • EXPE — BULLISH (+0.53)

    EXPE — BULLISH (0.53)

    CONTRARIAN SIGNAL

    NOISE

    Sentiment analysis complete.

    Composite Score 0.533 Confidence Medium
    Buzz Volume 0 articles (1.0x avg) Category Other
    Sources 0 distinct Conviction 0.00
    Sentiment-Price Divergence Detected
    Sentiment reads bullish (0.53)
    but price has fallen
    -5.4% over the past 5 days.
    This may be a contrarian entry signal.
  • EXPE — BULLISH (+0.53)

    EXPE — BULLISH (0.53)

    CONTRARIAN SIGNAL

    NOISE

    Sentiment analysis complete.

    Composite Score 0.533 Confidence Medium
    Buzz Volume 0 articles (1.0x avg) Category Other
    Sources 0 distinct Conviction 0.00
    Sentiment-Price Divergence Detected
    Sentiment reads bullish (0.53)
    but price has fallen
    -5.2% over the past 5 days.
    This may be a contrarian entry signal.
  • EXPE — BULLISH (+0.53)

    EXPE — BULLISH (0.53)

    CONTRARIAN SIGNAL

    NOISE

    Sentiment analysis complete.

    Composite Score 0.533 Confidence Medium
    Buzz Volume 0 articles (1.0x avg) Category Other
    Sources 0 distinct Conviction 0.00
    Sentiment-Price Divergence Detected
    Sentiment reads bullish (0.53)
    but price has fallen
    -5.1% over the past 5 days.
    This may be a contrarian entry signal.
  • EXPE — BULLISH (+0.53)

    EXPE — BULLISH (0.53)

    CONTRARIAN SIGNAL

    NOISE

    Sentiment analysis complete.

    Composite Score 0.533 Confidence Medium
    Buzz Volume 0 articles (1.0x avg) Category Other
    Sources 0 distinct Conviction 0.00
    Sentiment-Price Divergence Detected
    Sentiment reads bullish (0.53)
    but price has fallen
    -5.0% over the past 5 days.
    This may be a contrarian entry signal.
  • EXPE — BULLISH (+0.53)

    EXPE — BULLISH (0.53)

    CONTRARIAN SIGNAL

    NOISE

    Sentiment analysis complete.

    Composite Score 0.533 Confidence Medium
    Buzz Volume 31 articles (1.0x avg) Category Other
    Sources 4 distinct Conviction 0.00
    Options Market
    P/C Ratio: 1.08 |
    IV Percentile: 0% |
    Signal: -0.25

    Sentiment-Price Divergence Detected
    Sentiment reads bullish (0.53)
    but price has fallen
    -5.3% over the past 5 days.
    This may be a contrarian entry signal.

    Deep Analysis

    SENTIMENT ASSESSMENT

    Sentiment surrounding Expedia (EXPE) is currently mixed to cautiously optimistic, despite a negative 5-day return of -5.26%. The pre-computed composite sentiment of 0.5333 indicates a slight positive bias in the aggregated news flow. While recent price action suggests investor apprehension, underlying financial performance and broader travel demand trends offer a more constructive view. Analysts are balancing strong recent execution and improved guidance against near-term geopolitical headwinds, leading to minor adjustments in price targets rather than significant downgrades. The put/call ratio of 1.0841 suggests a slight leaning towards bearish options activity, aligning with the recent price dip.

    KEY THEMES

    * Mixed Outlook on Bookings: Morgan Stanley provides conflicting views, noting that while Q4 earnings were strong and 2026 guidance improved, near-term bookings (H1 2026) are likely to be weighed down by the Middle East conflict.

    * Resilient Travel Demand: Despite geopolitical risks, overall travel demand has remained surprisingly firm through Q1, according to Bernstein analysis. This suggests underlying strength in the sector that could mitigate some of EXPE’s specific headwinds.

    * Analyst Adjustments & Execution: Expedia’s fair value estimate has been trimmed slightly (approx. 2%) by analysts, reflecting a more cautious stance. However, this is balanced against “solid recent execution,” with ratings generally remaining steady.

    * Industry Context: The broader travel industry is showing signs of strength, with Booking Holdings (BKNG) benefiting from strong global booking trends and airlines adding premium seats, indicating sustained consumer interest in travel.

    RISKS

    * Middle East Conflict Impact: The most immediate and direct risk is the potential for the Middle East conflict to depress Expedia’s near-term bookings growth, particularly in the first half of 2026, as highlighted by Morgan Stanley.

    * Geopolitical & Macroeconomic Headwinds: Broader macro risks and geopolitical instability (beyond the Middle East) could dampen consumer confidence and discretionary travel spending, impacting EXPE’s growth trajectory.

    * TSA Staffing Crisis: A potential TSA staffing crisis leading to airport closures, as warned, could severely disrupt travel and negatively impact booking volumes across the industry, including for Expedia.

    * Competitive Landscape: Intense competition within the online travel agency (OTA) sector, as evidenced by Booking Holdings’ strong performance, could pressure EXPE’s market share and pricing power.

    * Analyst Price Target Trims: While minor, the trimming of fair value estimates indicates a slight reduction in analysts’ upside potential for the stock, which could cap short-term gains.

    CATALYSTS

    * Strong Q4 Earnings and Improved 2026 Guidance: The better-than-anticipated financial performance and outlook provide a strong fundamental base, suggesting operational efficiency and a positive long-term trajectory.

    * Continued Resilience in Travel Demand: If travel demand continues to hold up well despite geopolitical tensions, as observed in Q1, it could quickly offset the near-term concerns about the Middle East conflict.

    * Solid Execution Gains: The mention of “execution gains” suggests internal operational improvements that could drive efficiency and profitability, irrespective of external market conditions.

    * Resolution of Geopolitical Conflicts: Any de-escalation or resolution of the Middle East conflict would likely remove a significant near-term overhang, potentially leading to a rebound in affected bookings.

    * Positive Industry Trends: Sustained strong booking trends across the travel sector, as seen with competitors and airlines, could create a tailwind for Expedia.

    CONTRARIAN VIEW

    While the 5-day return is negative and near-term bookings are expected to be impacted by the Middle East conflict, the underlying narrative suggests a company with strong recent execution and improved guidance for 2026. The market might be overly focused on the short-term geopolitical headwinds, overlooking the resilience of global travel demand and Expedia’s solid financial performance. The 2% trim in fair value estimate is relatively minor, suggesting analysts are not fundamentally changing their long-term view but rather making cautious adjustments. This could present a buying opportunity for long-term investors who believe the current dip is an overreaction to temporary challenges.

    PRICE IMPACT ESTIMATE

    Given the mixed signals, with strong fundamentals (Q4, 2026 guidance) battling near-term geopolitical risks and a negative recent price trend, the immediate price impact is likely to be modestly negative to flat in the short term. The -5.26% 5-day return and the slightly bearish put/call ratio suggest continued pressure. However, the underlying positive sentiment (0.5333 composite) and resilient travel demand could provide a floor. The 2% fair value trim suggests a slight downward adjustment in analyst expectations.

    Estimate: Slightly Negative to Flat (0% to -3%) in the immediate term (next 1-2 weeks), with potential for recovery if Q1 results confirm the improved guidance and travel demand resilience persists, or if geopolitical tensions ease. The market will likely remain sensitive to news regarding the Middle East conflict and broader travel demand indicators.

  • EXPE — MILD BULLISH (+0.12)

    EXPE — MILD BULLISH (0.12)

    NOISE

    Sentiment analysis complete.

    Composite Score 0.117 Confidence Medium
    Buzz Volume 31 articles (1.0x avg) Category Other
    Sources 4 distinct Conviction 0.00
    Options Market
    P/C Ratio: 0.00 |
    IV Percentile: 0% |
    Signal: 0.35

  • EXPE — MILD BULLISH (+0.12)

    EXPE — MILD BULLISH (0.12)

    NOISE

    Sentiment analysis complete.

    Composite Score 0.118 Confidence Low
    Buzz Volume 29 articles (1.0x avg) Category Other
    Sources 4 distinct Conviction 0.00
    Options Market
    P/C Ratio: 0.99 |
    IV Percentile: 0% |
    Signal: -0.25


    Deep Analysis

    SENTIMENT ASSESSMENT

    The overall sentiment for EXPE is cautiously positive, leaning bullish. The composite sentiment score of 0.1179 indicates a slight positive bias in the news flow. A key article directly positions EXPE as a stronger pick than Booking Holdings, citing “solid growth, rising bookings and a more attractive valuation.” This specific endorsement, coupled with broader reports of resilient travel demand despite geopolitical risks and “booking sites” bouncing, suggests underlying strength. However, the recent 5-day return of -3.43% indicates some market skepticism or pricing in of broader industry headwinds.

    KEY THEMES

    1. EXPE Outperformance vs. Peers: A prominent theme is EXPE’s perceived strength relative to Booking Holdings (BKNG), attributed to solid growth, rising bookings, and a more attractive valuation. This suggests a potential shift in analyst preference within the online travel agency (OTA) sector.

    2. Resilient Travel Demand: Global booking trends are noted as strong, with travel demand holding up “surprisingly firm” through Q1 2026 despite geopolitical concerns like the Middle East conflict. This indicates a robust operating environment for EXPE.

    3. Online Travel Agency Strength: “Booking sites” are reported to be performing well and “bouncing” while some airline stocks lag, indicating a favorable environment for EXPE’s asset-light business model compared to traditional travel providers.

    RISKS

    1. TSA Staffing Crisis: A significant near-term risk is the potential for U.S. airport closures due to an ongoing TSA staffing crisis. Such closures would severely disrupt travel, leading to widespread cancellations and directly impacting EXPE’s bookings and revenue.

    2. Macroeconomic Headwinds & Competition: General macroeconomic risks, such as inflation or a slowdown in consumer spending, could dampen future travel demand. Additionally, intense competition within the online travel agency sector from both traditional players and new entrants could pressure EXPE’s margins and market share.

    3. Geopolitical Instability: While current travel demand is resilient, an escalation of geopolitical conflicts (e.g., Middle East) could quickly erode consumer confidence and lead to a sharp decline in international and leisure travel, impacting EXPE’s global operations.

    CATALYSTS

    1. Continued Strong Booking Trends: Sustained global travel demand and rising booking volumes, particularly in key leisure and international segments, would directly benefit EXPE’s top line and profitability.

    2. Market Share Gains/Valuation Re-rating: If EXPE continues to demonstrate superior growth and bookings compared to competitors like BKNG, as suggested by recent analysis, it could lead to market share gains and a re-evaluation of its stock’s valuation by investors.

    3. Resolution of Industry Headwinds: A swift and positive resolution to potential issues like the TSA staffing crisis would remove a significant overhang for the entire travel sector, boosting investor confidence in EXPE.

    CONTRARIAN VIEW

    Despite the positive analyst sentiment and specific endorsement of EXPE over BKNG, the stock’s recent 5-day return of -3.43% suggests that the market may be more focused on broader industry risks, such as the potential TSA staffing crisis, or other company-specific concerns not highlighted in these articles. The nearly neutral put/call ratio (0.9873) also indicates a lack of strong conviction from options traders, suggesting that the positive news might not be fully translating into bullish positioning. Investors might be cautious about the sustainability of current travel demand or the impact of competitive pressures on EXPE’s long-term growth trajectory.

    PRICE IMPACT ESTIMATE

    Given the strong positive sentiment specifically for EXPE relative to its peers and the general resilience of travel demand, but tempered by the recent negative 5-day performance and significant industry-wide risks (TSA crisis), I estimate a modestly positive short-term price impact. The specific analyst endorsement and attractive valuation argument could provide a floor and potential for upside, but the broader market concerns will likely cap any significant rally.

  • EXPE — MILD BULLISH (+0.13)

    EXPE — MILD BULLISH (0.13)

    NOISE

    Sentiment analysis complete.

    Composite Score 0.128 Confidence Low
    Buzz Volume 29 articles (1.0x avg) Category Other
    Sources 4 distinct Conviction 0.05
    Options Market
    P/C Ratio: 0.00 |
    IV Percentile: 0% |
    Signal: 0.35


    Deep Analysis

    SENTIMENT ASSESSMENT

    Overall sentiment for Expedia (EXPE) is cautiously positive, driven by strong underlying travel demand and favorable comparisons to competitors, despite a recent modest price decline. The pre-computed composite sentiment of 0.1282 aligns with the generally optimistic tone of recent articles. News flow highlights EXPE’s ability to capitalize on robust travel trends, with analysts noting the resilience of demand even amidst geopolitical concerns. However, the 5-day return of -2.07% suggests that this positive sentiment may not be fully translating into immediate price appreciation, or that other market factors are at play.

    KEY THEMES

    1. Resilient Travel Demand: A dominant theme is the sustained strength of global travel demand through Q1 2026, defying geopolitical risks such as the Middle East conflict. This robust demand is seen as a primary driver for booking sites like EXPE.

    2. EXPE’s Strong Market Position: Several articles highlight EXPE’s direct benefit from this strong demand, leading to “bookings growth and steady expansion.” The company is positioned as a beneficiary of the “booking sites bounce” observed in March, contrasting with some lagging airline stocks.

    3. Favorable Valuation and Growth: EXPE is being favorably compared to key competitors like Booking Holdings (BKNG), with one analysis identifying EXPE as a “stronger pick” due to “solid growth, rising bookings and a more attractive valuation.” This suggests a perception of EXPE offering better value and growth prospects within the travel tech sector.

    4. Analyst Endorsement: Bernstein analyst Richard Clarke’s note on firm travel demand provides an institutional endorsement of the sector’s health, indirectly benefiting EXPE.

    RISKS

    1. Increased Competition: One article explicitly mentions “rising competition from rivals may test its momentum.” The travel booking sector is highly competitive, and aggressive strategies from peers could pressure EXPE’s market share or margins.

    2. Geopolitical Escalation: While current travel demand has been resilient, a significant escalation of geopolitical conflicts could eventually dampen consumer confidence and discretionary spending on travel, impacting EXPE’s core business.

    3. Macroeconomic Headwinds: Broader economic slowdowns, persistent inflation, or rising interest rates could reduce consumer disposable income, leading to a pullback in travel spending.

    4. Discrepancy with Price Action: The 5-day negative return (-2.07%) despite largely positive news flow presents a risk, suggesting that either the positive news is already priced in, or there are unarticulated concerns weighing on the stock.

    CATALYSTS

    1. Continued Strong Travel Bookings: Sustained or accelerating growth in travel bookings, particularly for Q2 and summer 2026, would directly benefit EXPE’s revenue and profitability.

    2. Positive Earnings Reports: Strong financial results in upcoming earnings calls, particularly if they beat analyst expectations and provide optimistic forward guidance, would likely act as a significant catalyst.

    3. Market Share Gains: Evidence of EXPE gaining market share against competitors, perhaps through successful marketing campaigns, technological innovation, or strategic partnerships, would be a strong positive.

    4. Analyst Upgrades/Price Target Revisions: Further positive analyst coverage, including upgrades or increased price targets, could drive investor interest and capital inflows.

    5. Inclusion in “Top Stock” Lists: If EXPE is explicitly named in “moon stocks” or “strong buy” lists, it could generate retail investor interest.

    CONTRARIAN VIEW

    The most significant contrarian point is the recent 5-day price decline of -2.07% despite a generally positive news cycle emphasizing robust travel demand and EXPE’s strong position. This divergence suggests that the market may already be pricing in the positive demand narrative, or that investors are focusing on other factors not highlighted in these articles. These could include:

    * Profit-taking: After a period of growth, investors might be taking profits, leading to a temporary dip.

    * Valuation Concerns: Despite one article suggesting an “attractive valuation,” other investors might perceive EXPE as fully valued, limiting upside potential even with good news.

    * Unseen Headwinds: There might be unmentioned company-specific operational challenges, competitive pressures, or broader market sentiment shifts (e.g., rotation out of growth stocks) that are influencing the price more than the positive headlines. The mention of “rising competition” is a specific counterpoint to the otherwise bullish outlook.

    PRICE IMPACT ESTIMATE

    Given the preponderance of positive news regarding strong travel demand and EXPE’s favorable positioning and valuation relative to peers, I estimate a modestly positive short-term price impact for EXPE. The current dip of -2.07% over 5 days, while contradictory to the news flow, could represent a temporary pullback or profit-taking opportunity. Assuming the market eventually aligns with the strong fundamental drivers and positive analyst sentiment, EXPE is likely to see upward pressure. However, the “rising competition” risk and the recent price action suggest that this upside may be tempered, preventing an immediate significant surge. A sustained upward trend would require continued strong booking growth and effective management of competitive pressures.

  • EXPE — MILD BULLISH (+0.13)

    EXPE — MILD BULLISH (0.13)

    NOISE

    Sentiment analysis complete.

    Composite Score 0.128 Confidence Low
    Buzz Volume 29 articles (1.0x avg) Category Other
    Sources 4 distinct Conviction 0.00
    Options Market
    P/C Ratio: 0.96 |
    IV Percentile: 0% |
    Signal: -0.25


    Deep Analysis

    SENTIMENT ASSESSMENT

    The overall sentiment for EXPE appears cautiously positive, as indicated by a composite sentiment score of 0.1282. Several articles highlight strong underlying travel demand, which is a significant tailwind for Expedia. Specifically, EXPE is noted to be benefiting from this demand, driving bookings growth and steady expansion. One article even positions EXPE as a stronger pick than Booking Holdings (BKNG) due to solid growth, rising bookings, and a more attractive valuation. However, the 5-day return of -2.07% suggests that this positive sentiment might not be fully translating into immediate stock performance, or other factors are at play. Buzz is average, and the put/call ratio is near neutral (0.9583), not indicating strong directional conviction from options traders.

    KEY THEMES

    * Robust Travel Demand: The most prominent theme is the sustained strength in global travel demand, despite geopolitical risks like the Middle East conflict. Analysts note demand holding up “surprisingly firm.”

    * Competitive Positioning: EXPE is being evaluated against key rivals, particularly Booking Holdings (BKNG). Current analysis suggests EXPE holds a stronger position due backed by growth, bookings, and valuation.

    * Growth Potential: With strong travel demand as a backdrop, EXPE is seen as having further growth ahead, riding on increased bookings and steady expansion.

    * Valuation: At least one article points to EXPE having a more attractive valuation compared to a competitor, suggesting potential upside.

    RISKS

    * Rising Competition: Despite EXPE’s current perceived strength, one article explicitly mentions “rising competition from rivals may test its momentum.” This is a persistent risk in the online travel agency (OTA) sector.

    * Geopolitical Instability: While travel demand has held up, the Middle East conflict remains a geopolitical risk that could, in the future, impact consumer confidence or travel patterns more significantly.

    * Market Volatility: General market movements, as seen in the S&P500 gainers and losers, can impact EXPE regardless of company-specific news. The recent -2.07% 5-day return could reflect broader market pressures or sector rotation.

    CATALYSTS

    * Sustained Strong Travel Bookings: Continued robust travel demand and increasing bookings will directly fuel EXPE’s revenue and profitability.

    * Outperformance Against Competitors: If EXPE continues to demonstrate superior growth, bookings, and valuation compared to peers like BKNG, it could attract further investor interest.

    * Product Innovation/Market Share Gains: While not explicitly detailed in the provided articles for EXPE, general “new products and positive media coverage” are cited as catalysts for “mooning stocks.” Any specific innovation or successful marketing campaign by EXPE could serve as a catalyst.

    CONTRARIAN VIEW

    Despite the positive composite sentiment and articles highlighting strong travel demand and EXPE’s competitive edge, the stock’s recent 5-day return of -2.07% suggests that the market may not be fully buying into the bullish narrative, or it’s pricing in other concerns. The “rising competition” risk is significant and could cap upside even with strong demand. Furthermore, while the put/call ratio is slightly bullish, it’s very close to neutral, indicating a lack of strong conviction among options traders. Investors might be wary of potential margin pressures from competition or broader economic slowdowns that could eventually impact discretionary travel spending, even if current demand is firm. The “moonings stocks” article is generic and doesn’t provide specific catalysts for EXPE, suggesting that any recent surge for EXPE might be speculative rather than fundamentally driven by new, specific company news.

    PRICE IMPACT ESTIMATE

    Given the slightly positive composite sentiment, strong underlying travel demand, and EXPE’s perceived competitive advantages, a modest positive price impact is plausible in the near to medium term. However, this upside is likely to be tempered by the recent negative 5-day return, the persistent threat of rising competition, and the relatively neutral options activity. The market seems to be digesting the positive news cautiously. I don’t have enough information to provide a specific price target, but I would expect EXPE to potentially recover some of its recent losses and trend upwards, assuming travel demand remains robust and competitive pressures don’t intensify unexpectedly.

  • EXPE — NEUTRAL (+0.08)

    EXPE — NEUTRAL (0.08)

    NOISE

    Sentiment analysis complete.

    Composite Score 0.083 Confidence Low
    Buzz Volume 28 articles (1.0x avg) Category Other
    Sources 4 distinct Conviction 0.00
    Options Market
    P/C Ratio: 0.96 |
    IV Percentile: 0% |
    Signal: -0.25


    Deep Analysis

    SENTIMENT ASSESSMENT

    The overall sentiment for Expedia (EXPE) is moderately positive, despite a slight negative 5-day return of -2.07%. The pre-computed composite sentiment score of 0.0826, while close to neutral, leans positive. Options activity, with a put/call ratio of 0.9583, indicates a slight bullish bias among traders. News buzz is at an average level (28 articles, 1.0x avg). The articles themselves provide strong positive reinforcement, highlighting robust travel demand and EXPE’s strong position within the industry.

    KEY THEMES

    1. Robust Travel Demand: Multiple articles emphasize that global travel demand is holding up exceptionally well through Q1 2026, even defying geopolitical risks like the Middle East conflict. This forms a strong tailwind for the entire travel sector, including online booking platforms.

    2. EXPE’s Strong Performance & Positioning: Expedia is explicitly cited as benefiting from this strong travel demand, driving “solid growth, rising bookings and steady expansion.” One article positions EXPE as a “stronger travel stock” compared to Booking Holdings (BKNG), citing its growth, bookings, and “more attractive valuation.”

    3. Booking Sites Defying Slump: While some airlines (e.g., UAL) have seen shares lag, “booking sites bounce,” indicating a favorable environment for companies like EXPE.

    RISKS

    1. Competition: One article, while positive, notes that “rising competition from rivals may test its momentum.” This suggests that while EXPE is currently performing well, the competitive landscape remains a factor.

    2. Geopolitical Instability: Although current travel demand is resilient, the Middle East conflict is mentioned as a geopolitical risk. Any escalation or new global events could quickly dampen travel sentiment.

    3. Market Disconnect: The 5-day negative return (-2.07%) stands in contrast to the overwhelmingly positive news flow. This could indicate that the market has already priced in some of the positive news, or that there are other, unmentioned company-specific or broader market factors contributing to the recent dip.

    4. Economic Headwinds: While not directly mentioned for EXPE, the Darden Restaurants article highlights “inflation, high costs and weather disruptions” as pressures on margins. These broader economic factors could eventually impact consumer discretionary spending on travel.

    CATALYSTS

    1. Sustained Travel Demand: Continued strong global travel demand, particularly into the peak summer season, would directly translate into higher bookings and revenue for EXPE.

    2. Positive Analyst Revisions/Coverage: The current positive analyst commentary and comparisons to peers could lead to upward revisions in price targets or ratings, attracting more investor interest.

    3. Strong Earnings Reports: If the “solid growth” and “rising bookings” translate into strong financial results in upcoming earnings reports, it would validate the positive sentiment and likely boost the stock.

    4. Valuation Re-rating: The mention of EXPE having a “more attractive valuation” compared to BKNG suggests potential for a re-rating as investors recognize its growth prospects relative to its price.

    CONTRARIAN VIEW

    Despite the largely positive news flow regarding robust travel demand and EXPE’s strong positioning, the stock’s recent 5-day negative return of -2.07% suggests a potential disconnect or underlying skepticism from the market. This could imply that:

    * The market may already be pricing in the strong travel demand, and current valuations reflect this optimism.

    * There might be unarticulated concerns about EXPE’s specific operational execution, marketing spend efficiency, or the long-term sustainability of its competitive edge against rivals.

    * The broader market might be experiencing a slight correction, dragging EXPE down despite positive company-specific news.

    Investors might be looking for more than just “strong travel demand” to justify further upside, perhaps focusing on margin expansion or innovative product offerings.

    PRICE IMPACT ESTIMATE

    Given the strong positive themes around robust travel demand and EXPE’s favorable competitive positioning, the news flow suggests a moderately positive short-term price impact. The articles highlight fundamental drivers for growth (bookings, valuation advantage). However, the recent 5-day negative return introduces a degree of caution, indicating that the market may not immediately react with a significant surge. I anticipate a modest upward movement as the positive sentiment from the articles potentially outweighs the recent minor dip, but significant gains might be tempered by the existing market price action or unmentioned factors.