data_table
at position 40–45%
143 slides where a page of type data table falls in the 40–45% range of its deck.
Lebanon Economic Vision
“The sector also employs a total of ~44K people, corresponding to ~2% of total employment in the country”
44K · Total employment
Budgetanalyse af Forsvaret 2017 Materialesamling Del 2
“I 2016 blev der i gennemsnit booket 560 biler per dag - ca. 44% af den fulde bilbase”
Indledende analyse peger i retning af en reduktion af bilbasen
44% · Utilization rate
2025 Bond Cap Artificial Intelligence AI 2025
“AI Inference Costs – NVIDIA GPUs = -105,000x Decline in Energy Required to Generate Token Over Ten Years”
-105,000x
105,000x · Energy consumption per token
2025 Air Street Capital The State of AI Report 2025
“Measuring contest: planned ~1GW scale clusters coming online in 2026”
Cluster size increasingly becomes a defining trait amongst American labs, particularly useful during recruitment. Should valuations follow cluster size instead of adoption or fiscal metrics, a larger
1,200 MW · IT Power at YE 2026
New Mexico State Staffing Study
SAS – Number of Employees and FTEs by Location
In locations where a high number of employees spend a small fraction of their time performing SAS work, there is a risk that these employees lack the specialized experience and training to perform thi
184.45 · FTE
New Mexico State Staffing Study
“For processes with high fragmentation, the cost of service is often higher per FTE for employees working outside of the SAS Division.”
In the processes with the highest fragmentation, the average labor cost/FTE is higher in most divisions than the Student Administrative Services division's labor cost/FTE.
Infrastructure beyond COVID-19
Assessment and outlook for key trends: Transport (1 of 2)
Infrastructure beyond COVID-19
Assessment and outlook for key trends: Transport (2 of 2)
2021 Air Street Capital The State of AI Report 2021
“...without sacrificing program quality”
Data shows that this is not the case in China, where 43% of PhD graduates in 2019 came from Double First Class Universities, a slight drop from 46% in 2015.
43% · PhD graduates
ipsos global trustworthiness monitor 2022 charts
“Technology companies - It is environmentally sustainable”
37% · Agreement percentage
Rail industry cost and revenue sharing (2011)
10 – Implementation: Summary of assumed franchise end dates
2018 Air Street Capital The State of AI Report 2018
“Talent concentration: Google lead in contribution to 2017 NIPS papers”
60 · Number of NIPS papers
Review of efficiency of the operation of the federal courts
Appeal Division caseload
The Appeal Division judges wrote 26 judgments each, on average, in 2016-17
391 · Caseload volume
Our Impact Plan 2023
KPMG firms’ gender headcount by level and region (cont’d)
In addition to partners and employees, KPMG firms also have a contingent labor force. In FY22, the contingent labor force was 28,942 (FY21 — 27,619; FY20 — 21,737), bringing the total workforce to 294
48.5% · Gender representation
guide to the markets asia
“APAC ex-Japan equities: Returns and valuations by sector”
12.6x · Forward P/E ratio
ipsos hisf world affairs report 2023 final
MORAL LEADER
72% · % Somewhat/Strongly Agree
The CMO Survey Marketing in a Post Covid Era
“Number of companies making investments in digital marketing begins to flatten or decrease in some categories”
Some of these decreases may be due to companies reaching saturation levels on key investments as they move deeper into the digital journey, while others may signal a shift in strategy away from underp
-29.1% · % Change
Halifax 2024 FINAL 3
“Global gap between priority of threat and level of preparation”
Level of perceived preparation minus level of concern
-28 pp · percentage point gap
WORLD AFFAIRS
“Global gap between priority of threat and level of preparation: Canada”
Level of perceived preparation minus level of concern
-35 pp · percentage point gap
Halifax 2024 FINAL 3
“Global gap between priority of threat and level of preparation: Canada”
Level of perceived preparation minus level of concern
-35 pp · percentage point gap
WORLD AFFAIRS
“Global gap between priority of threat and level of preparation: United States”
Level of perceived preparation minus level of concern
-36 pp · percentage point gap
Halifax 2024 FINAL 3
“Global gap between priority of threat and level of preparation: United States”
-36 pp · Percentage point gap
Halifax 2024 FINAL 3
“Turning focus inward amid difficult economic times”
78% · Percentage agreement
True-Luxury Global Consumer Insights
“Among Personal Luxury, higher spending of Gen Z on Tech Devices and Virtual Fashion, while Gen X on Watches and Baby Boomers on Formal”
60% Gen Z consumers purchased LG & accessories in 2022
30% · Yearly average spend variance
True-Luxury Global Consumer Insights
“Among Experiential Luxury, older generations craving for private experiences, particularly Wellness & Spa and Luxury Hotels”
Luxury Bar & Clubs # of consumers who purchased 2022 Gen Z 1.2x Millennials
27% · Yearly average spend vs Avg. True-Luxury
inv research 20220928 crypto asset survey EN
Reason(s) For Purchasing Crypto Assets
Among those who have purchased cryptos assets, the most common reasons were as a long-term buy and hold investment because they believed in the value of the technology (29%), or as a speculative inves
29% · Percentage of crypto owners
PREDICTIONS 2025 REPORT
Q. Technology
65% · Likelihood of occurrence
ipsos predictions 2025 survey report
Q. Technology
65% · Likelihood of occurrence
PREDICTIONS 2025 REPORT
“Expectations for technology in 2024 in an historical context”
59% · % agree
ipsos predictions 2025 survey report
“Expectations for technology in 2024 in an historical context”
59% · % agree
ipsos predictions 2025 survey report
“Artificial intelligence will lead to many new jobs being lost in my country”
65% · Likelihood of job loss
IPSOS EDUCATION MONITOR 2024
Do you think the school curriculum in your country gives too much, too little or just enough space to each of the following?
54% · Percentage of respondents
Education Monitor 2024 Ipsos
Do you think the school curriculum in your country gives too much, too little or just enough space to each of the following?
54% · Percentage of respondents
CRYPTO ASSET SURVEY 2023
Knowledge of Regulation of Crypto Assets
Roughly half (51%) said they don't know who is responsible for regulating crypto assets, while 33% incorrectly said they are not regulated.
51% · Public awareness of regulatory bodies
inv research 20231129 crypto asset survey 2023
Knowledge of Regulation of Crypto Assets
Roughly half (51%) said they don't know who is responsible for regulating crypto assets, while 33% incorrectly said they are not regulated.
51% · Public awareness of regulatory bodies
Ipsos Equalities Index 2023 Full report
Which of these groups of people, if any, do you think most experience unequal or unfair treatment in [country] today?
Men
10% · Percentage of respondents
inv research 20231129 crypto asset survey 2023
Sources Used to Conduct Research Before Purchasing Crypto Assets
Friends, family, or colleagues continued to be the most common source of information used to research crypto assets before purchasing (34%), however, less so than in 2022 (41%).
34% · Percentage of crypto owners
EY Academic Resource Center – mission
Analytics mindset – Master case study guide
EY Academic Resource Center – mission
Analytics mindset – Master case study guide
New Brunswick Supply Chain Study
Vendor availability – FOAK reactor systems
Vendors in New Brunswick chosen for nuclear experience and location rather than credentials and manufacturing capacity. Local fabricators partner with EPCs for assembly and testing of the SMR.
PEOPLE AND CLIMATE CHANGE
To what extent do you agree or disagree with the following? If individuals like me do not act now to combat climate change, we will be failing future generations
64% · Agreement percentage
People&ClimateChange2025
To what extent do you agree or disagree with the following? If individuals like me do not act now to combat climate change, we will be failing future generations
64% · Agreement percentage
2025 Accel Race for compute
“Emerging winners in each geography are raising similar sized rounds”
inv research 20210422 investing and covid 19 0
“How Long It Will Take Households to Recover”
Four in ten (42%) Canadian investors felt it will take at least a year, if not longer, for their household to get back to the same financial position as before COVID-19.
42% · Percentage of respondents
IPSOS HEALTH SERVICE REPORT 2024
Thinking generally, which of the following, if any, do you see as the biggest health problems facing people in your country today? Cancer
38% · Percentage of respondents identifying cancer as a top health concern
Ipsos Health Service Report 2024 Global Charts
Cancer
38% · Percentage of respondents identifying cancer as a top health problem
article thebeatmar2025
U.S. Treasury Yields
4.30 · Yield (%)
IPSOS HEALTH SERVICE REPORT 2024
Thinking generally, which of the following, if any, do you see as the biggest health problems facing people in your country today? Stress
31% · Percentage of respondents identifying stress as a top health problem
Ipsos Health Service Report 2024 Global Charts
Thinking generally, which of the following, if any, do you see as the biggest health problems facing people in your country today? Stress
30% · Percentage of respondents identifying stress as a top health problem
article thebeatmar2025
Characteristics and Performance Analysis
IPSOS HEALTH SERVICE REPORT 2024
Thinking generally, which of the following, if any, do you see as the biggest health problems facing people in your country today? Obesity
62% · Percentage of respondents identifying obesity as a top health concern
Ipsos Health Service Report 2024 Global Charts
Thinking generally, which of the following, if any, do you see as the biggest health problems facing people in your country today? Obesity
62% · Percentage of respondents
article thebeatmar2025
Spread Analysis (bps)
1331 · Spread (bps)
HR Pulse Survey Presentation of results
Method of measurement of employee satisfaction
61% · Percentage of organizations using measurement method
HR Pulse Survey Presentation of results
Communication of employee engagement feedback
31% · Communication maturity
article thebeatjun2025
Characteristics and Performance Analysis
article thebeatjun2025
Spread Analysis (bps)
THE IPSOS POPULISM REPORT 2025
Q: And how much do you agree or disagree with the following statements? -The main divide in our society is between ordinary citizens and the political and economic elite
68% · Agreement level
ipsos populism report 2025
Q: And how much do you agree or disagree with the following statements? -The main divide in our society is between ordinary citizens and the political and economic elite
68% · Agreement percentage
article thebeatjun2025
Corporate Bond Market Update
International Women's Day 2023 full report
To what extent, if at all, do you feel that young men today in [COUNTRY] will have had a better or worse life than men from their parents' generation, or will it have been the same?
Globally, people are slightly less optimistic about the lives of young men than those of young women.
42% · Percentage of respondents
INTERNATIONAL WOMEN'S DAY 2023
In the past year, have you personally been in any of these situations, or not?
Around two in five people globally (43%) have witnessed at least one experience of gender discrimination in the past year.
43% · Percentage of respondents
International Women's Day 2023 full report
In the past year, have you personally been in any of these situations, or not?
Around two in five people globally (43%) have witnessed at least one experience of gender discrimination in the past year.
43% · Percentage of respondents
20230215 Q422 FI Investor Presentation vFFF
Impairment: December 2022 coverage ratios
1.4% · Coverage ratio
The Future of Food Challenges & opportunities
Conscious choices
53% · Consumer sentiment
2024 Accel AI eating software
“Top 6 GenAI companies in each region accounting for 2/3 or $37B of total GenAI funding since 2023”
$37B · Funding
EARTH DAY 2024
To what extent do you agree or disagree with the following?
25% · Agreement with climate fatalism
Ipsos Global Advisor Predictions 2024 Full Report web 0
Artificial intelligence will lead to many new jobs being lost in my country
64% · Likelihood of job loss due to AI
Earth Day 2024 Global Report
To what extent do you agree or disagree with the following? Climate change is beyond our control - it's too late to do anything about it
25% · Agreement percentage
Ipsos Global Advisor Predictions 2024 Full Report web 0
Doctors in my country will regularly use artificial intelligence to decide on treatment for their patients
56% · Likelihood of AI adoption in medicine
modern retirement monthly report en
“Do you have enough saved for retirement?”
Example: If you plan to withdraw $300,000 per year from your portfolio for 40 years of retirement (with a 2.4% annual cost-of-living increase) and you plan to invest in a Moderate Aggressive portfolio
29.8x · wealth-to-withdrawal multiple
A New Generation of Chinese Consumers Reshaping the Luxury M
“Consumers expect to increase their spending more on Brand.com and WeChat Mini Program; WeChat Mini Program shoppers spend the most”
WeChat Mini Program enables branding and sales under one roof with more flexible, creative format
RMB 170K · Annual spending
Deloitte 2023 Global Human Capital Trends: New fundamentals
“Negotiating worker data”
IPSOS LGBT+ PRIDE REPORT 2025
LGB+ Visibility by Country
25% · Visibility percentage
WORLD REFUGEE DAY
Q. For each of the following scenarios, please indicate whether you would classify the individual as a 'refugee'.
While many people understand the term "refugee" to mean someone who has fled their home country due to conflict, violence, or persecution, 40% also understand that it includes people who have been gra
67% · Public perception of refugee status
IPSOS POPULISM SURVEY
TREND System is broken index
Global Country Average 61% agree
61% · Percentage of respondents who agree
Ipsos Populism Survey 2024
TREND
System is broken index
Global Country Average 61% agree
61% · Percentage of respondents who agree the system is broken
ipsos pride report 2025
LGBT Visibility by Country
11% · Percentage of respondents with a transgender relative, friend, or colleague
Barclays Q12023 FI Presentation
Impairment: March 2023 coverage ratios
1.4% · Coverage ratio
POPULISM IN 2024
TREND System Is Broken Index
28-country average 61% agree
61% · Percentage of respondents who agree the system is broken
Barclays Q12023 FI Presentation
Impairment: March 2023 coverage ratios
Ipsos Populism Final February 2024
TREND System Is Broken Index
28-country average 61% agree
61% · Percentage of respondents who agree
POPULISM IN 2024
“The economy is rigged to advantage the rich and powerful”
28-country average 67% agree
67% · Agreement with economic sentiment
What Worries the World
3. Poverty & Social Inequality
30% · Percentage of respondents
WHAT WORRIES THE WORLD? 2024
3. Poverty & Social Inequality
29% · Percentage of respondents identifying poverty and social inequality as a worry
what worries the world december 2024
3. Poverty & Social Inequality
29% · Percentage of respondents choosing poverty & social inequality as a worry
European Banking Barometer 2015
“More than three-quarters of respondents in Italy plan to launch initiatives to promote growth”
75% · Percentage of respondents
European Banking Barometer 2015
“More than 74% of Polish, Spanish and British respondents are planning to launch new initiatives to promote growth”
74% · Percentage of respondents
What Worries the World
4. Unemployment
26% · Percentage choosing unemployment as a worry
WHAT WORRIES THE WORLD? 2024
4. Unemployment
27% · Percentage choosing unemployment as a worry
what worries the world december 2024
4. Unemployment
65% · Percentage of respondents choosing unemployment as a worry
HFS Top 10 Healthcare Provider
“Demand for sourcing is increasing across the HCP services value chain”
Demand is increasing across the whole value chain.
2.0 · Demand growth score
Q4 FY 2024 Fixed Income Call
Current ratings
IPSOS GLOBAL HEALTH SERVICE MONITOR 2023
Trust in healthcare
51% · Trust in healthcare
Ipsos Global Health Service Monitor 2023 WEB
Trust in healthcare
51% · Trust in healthcare
IPSOS GLOBAL HEALTH SERVICE MONITOR 2023
Waiting times
64% · Percentage of respondents who agree
Deutsche Bank Q4 2023 Fixed Income Call
Current ratings
Global Top 100 Companies by market capitalisation
Global Top 100 companies per country – relative market capitalisation change
13% · Market cap change
Global Top 100 Companies by market capitalisation
“The risers – The 20 Global Top 100 companies with the largest absolute increase in market cap”
149 · Market cap growth
Market Year in Review and Outlook 2021
Future Down Payment Percentage
30.3% · Down payment percentage
Q3 2024 Fixed Income Call presentation
Current ratings
TRREB Ipsos year in review and outlook 2021
Future Down Payment Percentage
30.3% · Down payment percentage
Global Top 100 Companies by market capitalisation
“The risers – The 20 Global Top 100 companies with the largest relative increase in market cap”
345% · Change in market cap 2016-2017 (%)
European Consumer Sentiment Survey: How current events in Eu
“Millennials see the strongest effect of price increases on their current lifestyle”
70 · Agreement with price-related statements
PERILS OF PERCEPTION
What percentage of your country's population do you think immigrants (i.e., people born in another country) represent?
+25 · percentage point difference
ipsos the perils of perception 2024
What percentage of your country's population do you think immigrants (i.e., people born in another country) represent?
+25 · Percentage point difference
Hyper-disruption demands constant reinvention
“Businesses have limited confidence in managing major risks”
Our Risk Study shows that 72% of respondents say their risk management capabilities have not kept up with the rapidly changing landscape. For example, just 45% are "very confident" about their ability
45% · Respondents 'very confident' in managing disruptive technology risks
2021 Five Trends Post Pandemic Leadership
“Integrating insight is mission-critical”
89% of U.S. federal executives believe their organization requires a mission control, or central intelligence hub, to gain insights into complexities and model their organization’s processes, people a
89% · Agreement level
ey tt amcham presentation 2023 economic outlook 20230123
“Most firms are not significantly creating new innovation roles”
>65% Of respondents are not creating new roles in most cases
>65% · Percentage of firms creating new roles
Global Top 100 companies by market capitalisation
“The risers and fallers – The Global Top 100 companies with the largest relative increases and decreases in market capitalisation”
Only one of the top ten risers was from outside the United States - Reliance Industries from India.
59% · Change in market capitalisation
IFRS 9 Impairment Banking Survey
1. Impact assessment – stage allocation
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Industry Groups – Relative Performance vs. S&P 500 and 3 largest stocks (continued)
IFRS 9 Impairment Banking Survey
1. Impact assessment – stage allocation
Most financial institutions expect duration to be the main driver of IFRS 9's impact on provisions, as lifetime expected credit loss is larger for longer products.
IPSOS GLOBAL TRUSTWORTHINESS INDEX 2023
Trust in scientists by country
57% · Trustworthiness score
IPSOS SEA AHEAD SHIFTS & SENTIMENTS
“THERE IS AN EVEN SPLIT BETWEEN THOSE WHO FEEL THAT WORKERS ARE FAIRLY COMPENSATED VS THOSE WHO THINK OTHERWISE”
THERE IS AN EVEN SPLIT BETWEEN THOSE WHO FEEL THAT WORKERS ARE FAIRLY COMPENSATED VS THOSE WHO THINK OTHERWISE
-2 · Fair Compensation Sentiment
Deutsche Bank Q1 2024 Fixed Income Call
Current ratings
350e000c acff 48f1 ab1e fc2abe7a5f3c
S&P 500 Sector and Industry Group Performance
3.0% · Performance percentage
Global Top 100 companies by market capitalisation
“The Global Top 100 companies with the largest relative increases and decreases in market capitalisation”
Tesla saw an astonishing 565% increase in market capitalisation in the year to March 2021, a clear outlier in the top ten risers.
565% · Change in market capitalisation
End of management as we know it
“Only 41% think the role advantages outnumber its disadvantages”
41% · Manager sentiment
ey ivca monthly pe vc roundup january 2023
Top infrastructure and real estate investments
$161m · Investment value
Hospital Priorities 2022 China Edition: Strategic Implicatio
“VP of medical / nursing acts as key decision maker during procurement process, especially in L3 and private hospitals; procurement department is also a key stakeholder, particularly for smaller hospitals”
63% · Percentage of respondents involved in purchasing decisions
Sportech 2021 Paris, February 2022
“French sportech is a dynamic sector, already planning to raise more than 49 million euros by 2022”
49 million € · Fundraising in progress
Thought you knew the Scope 3 issues in your supply chain? Th
Table 1: Upstream Scope 3 hot spots by supplier tier
Highlighted in green are the industries where their hot spot beyond Tier 1 emissions is different from the Tier 1 emissions hot spot.
80.8% · % of Tier 1 emissions
2nd Global Crypto M&A and Fundraising Report
Top 10 Crypto Fundraising Deals in 2018
In 2018, mining, crypto exchange and infrastructure were the dominant sectors, accounting for 6 out of the top 10 fundraising deals...
715 · USD in mn
2nd Global Crypto M&A and Fundraising Report
Top 10 Crypto Fundraising Deals in 2019
...however, in 2019, there was a shift towards crypto solution related sectors, with 5 out of the top 10 fundraising deals in the payment / wallet sector; the United States remains the main incubator
373 · USD in mn
Consumers’ sustainability sentiment and behavior before, dur
“Women, Gen Z , people with high income and selected shoppingtypes differ from average”
1/2 of consumers were willing to pay a premium for sustainable products
60% · Willingness to pay more for sustainability
GenAI Norway Productivity
“Key activities forecasted to be affected are typically executed by employees holding an advanced degree”
Higher educated workers are likely set to see the largest incremental impact from automation as they land in jobs as “knowledge workers” which spend a high share of their time on activities most likel
57% · Technical automation potential
ey praesentation startup barometer 2025 englisch
“Helsing ahead of DeepL and Black Semiconductor with the largest financing round - five Bavarian startups, but not a single Berlin startup in the top 10”
450 · Financing amount in EUR million
2017 Accel The Factory is Cranking
“... and we follow suit”
42% · European investment share
From survive to thrive Achieving tech transformation for com
Figure 6: Percentage of executives who highlight critical/high significance for a technology vs. maturity of a technology in their organization
93% · Executives rating technology as critical/high significance vs. high maturity
HCP Engagement End-To-End Continuum
End-to-End Healthcare Professional Engagement Survey
Survey question: Are HCP engagement processes supported with an application/tool or supported manually?
Making WorkWorkBetter for Deskless Workers
“One in four deskless French workers reported COVID negatively impacting their job satisfaction”
26% · Job satisfaction impact
Dissecting the 2021/22 Annual Budget Speech
2022/23 Annual Budget Speech: Tax Revenue Composition
29% · Tax Revenue Composition
Dissecting 2023-24 Budget Speech
2023/24 Annual Budget Speech: Tax Revenue Composition
36% · Tax Revenue Composition
Out @ Work Barometer The Paradox of LGBT+ Talent
“LGBT+ friendly culture is LGBT+ talent top 1 criteria to chose a company in Germany”
1 · Ranking of employer selection criteria
Medical Affairs Outlook Report
HERE ARE OUR FINDINGS:
87% · Percentage of respondents
The Growing Challenge of Semiconductor Design Leadership
“Design leadership however is volatile, with new industry leaders emerging each decade”
Out @ Work Barometer
“LGBT+ friendly culture is LGBT+ talent top 1 criteria to chose a company in Germany/Austria/Switzerland”
1 · Ranking of employment criteria
wai ipsos innovation misperception epidemic
“VAPING VS TOBACCO – MORE HARMFUL”
Brazil, Saudi Arabia, Uzbekistan and Slovenia stand out as the market with largest share of people who considers vaping as more harmful than tobacco products.
50% · Percentage of population considering vaping more harmful than tobacco
20230316 scff portfolio details
Credit Suisse (Lux) Supply Chain Finance Fund
1.47 · Total amount outstanding
INCIDENT RESPONSE INSIGHTS
Ransom Demand By Threat Actors
The ransom demand data for Q4 is heavily skewed by a threat actor making a 9-digit ransom demand for a single matter.
$131,270,000 · Ransom Demand
Barclays US Consumer Bank 2024 Barclays Travel Rewards and L
2024 Travel Rewards and Loyalty Report | 5
774 · Consumer travel behavior
incident response insights january 2025
Ransom Demand By Threat Actors
The ransom demand data for Q4 is heavily skewed by a threat actor making a 9-digit ransom demand for a single matter.
$131,270,000 · Ransom Demand