In this section of the state of the film industry report, we examine how a filmmaker's marital status effects their likelihood to succeed in the film industry.
Does Film School Matter? - State of the Film Industry Report Part 3/7Ben Yennie
In Section 3 of the State of the Film industry Report, we take an in depth look at the long term effects of graduating from film school, dropping out of film school, or attending another school for self-identified filmmakers. This report has great data for people considering film school, or film schools themselves looking to share data with the administration of the entire school, or their students.
The Fair Go Finance ‘Make Moving Happen’ survey of 3,383 Australian found interesting facts about the cost of moving and necessity for rental bond loans in Australia.
The document summarizes the results of a survey on TV watching behavior in Vietnam. It finds that 58% of respondents watch TV less than before, primarily due to more exciting alternative content available online and being busier. Younger people aged 10-29 spend more time online than watching TV, get their TV program information from Facebook and YouTube more than older age groups, and are more likely to discuss TV programs regularly with friends. Respondents aged 30-39 spend the most time watching TV and are more influenced by TV commercials than other content sources when learning about new programs.
- 61% of Vietnamese listen to Music everyday
- Vietnamese music is dominantly popular
- Computers and smartphones are the top devices to listen to music
- Mp3.zing.vn is more for youth, Nhaccuatui is popular more for the elderly
- 29% listen to music on motorbike against the law
- Web site is the most common information source
- 56% do not pay for music for last 12 month
How important is TV in Vietnam? Vietnam is one of the biggest TV market in ASEAN, while the youth spend hours of their time on internet. How important is TV for them and is it still worthwhile for you to spend a million for TVCF?
On November 2nd, Cohesion conducted the Early Talent Recruitment Webinar. The turnout was enormous; the feedback, fantastic. This positive feedback got us thinking - "can those who weren't there on the day benefit from seeing this valuable resource and insight?". From circulating this with some of our clients and contacts - the answer was a resounding "yes".
Discussing the best practices of Early Talent Recruitment - how you can reach, engage and retain the best candidates possible - we teach you how to get the best out of your resource.
Reality show is one of the most popular program in Vietnam. Our survey will help you understand its popularity and all the other related things about the program.
Does Film School Matter? - State of the Film Industry Report Part 3/7Ben Yennie
In Section 3 of the State of the Film industry Report, we take an in depth look at the long term effects of graduating from film school, dropping out of film school, or attending another school for self-identified filmmakers. This report has great data for people considering film school, or film schools themselves looking to share data with the administration of the entire school, or their students.
The Fair Go Finance ‘Make Moving Happen’ survey of 3,383 Australian found interesting facts about the cost of moving and necessity for rental bond loans in Australia.
The document summarizes the results of a survey on TV watching behavior in Vietnam. It finds that 58% of respondents watch TV less than before, primarily due to more exciting alternative content available online and being busier. Younger people aged 10-29 spend more time online than watching TV, get their TV program information from Facebook and YouTube more than older age groups, and are more likely to discuss TV programs regularly with friends. Respondents aged 30-39 spend the most time watching TV and are more influenced by TV commercials than other content sources when learning about new programs.
- 61% of Vietnamese listen to Music everyday
- Vietnamese music is dominantly popular
- Computers and smartphones are the top devices to listen to music
- Mp3.zing.vn is more for youth, Nhaccuatui is popular more for the elderly
- 29% listen to music on motorbike against the law
- Web site is the most common information source
- 56% do not pay for music for last 12 month
How important is TV in Vietnam? Vietnam is one of the biggest TV market in ASEAN, while the youth spend hours of their time on internet. How important is TV for them and is it still worthwhile for you to spend a million for TVCF?
On November 2nd, Cohesion conducted the Early Talent Recruitment Webinar. The turnout was enormous; the feedback, fantastic. This positive feedback got us thinking - "can those who weren't there on the day benefit from seeing this valuable resource and insight?". From circulating this with some of our clients and contacts - the answer was a resounding "yes".
Discussing the best practices of Early Talent Recruitment - how you can reach, engage and retain the best candidates possible - we teach you how to get the best out of your resource.
Reality show is one of the most popular program in Vietnam. Our survey will help you understand its popularity and all the other related things about the program.
This document contains survey results from AIESEC structures in September 2015. It includes the following key points:
1. The response rate for surveys sent to structures was over 99%. Survey results show satisfaction levels among members and how likely they are to recommend AIESEC.
2. When compared to previous surveys, there was a dramatic increase in members who were promoters and a decrease in passives and detractors. This indicates higher satisfaction levels.
3. At the local committee level, most had over 70% of members who were promoters who would recommend AIESEC, with Net Promoter Scores ranging from 50-90.
4. Overall for AIESEC Serbia, the Net Promoter Score
Karaoke is one of popular entertainment style for Saigonese with more than 365 places in the city. How is Saigonese' karaoke style and how is it different from other countries? Q&Me will help you to figure it out.
We surveyed more than 400 landlords to find out what they want. This included their opinions on whether landlords should be regulated, whether agents should be qualified, and where they might be looking to invest...
Survey about the information source for female make-up in Vietnam. How influential is Michelle Phan, famous youtuber for make-up videos who are originally from Vietnam?
This document summarizes the results of surveys on perceptions of corruption in the business environment in Mongolia from 2012 to 2016. Some key findings:
- Satisfaction with the general business environment decreased over time, with over 75% being dissatisfied by 2016.
- Perceptions that investment conditions had worsened increased substantially, with over 55% believing this by 2016.
- Obtaining/renewing licenses and permits and high taxes were most commonly cited as the top obstacles to investment.
- The tax office and customs were most often seen as the government agencies most affected by corruption.
- Over 75% saw at least 'some' level of corruption in the public sector in 2016.
Vietnam has two airline companies – Vietnam Airlines and VietJet. How are those company perceived by Vietnamese? Q&Me conducted the survey to those who have taken the flight in last 12 months.
What makes for economic success in the film industry?Ben Yennie
In the final web section of the state of the film industry report, we examine what makes for financial successes in the film industry by comparing 4 key metrics from the rest of the report.
The document summarizes data from surveys of youth experiencing homelessness in Massachusetts in 2014 and 2015. It includes data on demographics of respondents, living situations, reasons for leaving last place of residence, education levels, income sources, and prior system involvement. For most data points, the percentages of respondents in each category in 2014 and 2015 are shown. Caution is urged in interpreting annual changes, as differences may be due to variations in data collection approaches between Continuums of Care.
Survey Results- Career Aspirations among UAE NationalsAbbas Ali
The document summarizes the results of a career aspirations survey conducted among UAE nationals. It finds that most respondents are females between 18-25 years old who plan to find jobs after completing their education. They are optimistic about finding work and prefer flexible private sector roles in government or politics, with 33% interested in administrative support. While ambitious professionally, respondents feel competition is a key hurdle to achieving their career goals.
Trends in Sharing Mobile Video & Movie TrailersVuclipInsights
The document provides the results of a survey on mobile video sharing and movie trailer watching trends in India. Some key findings:
- 35% of Indians have not shared a mobile video with a friend compared to 47% globally. WhatsApp is the most popular way to share at 40% compared to 22% globally.
- Romantic and superhero movie trailers are most shared, with 39% of males likely to share superhero. Globally it is 27% and 22%.
- Mobile phones are the most common way to watch trailers at 49% compared to 48% globally. Television is more common globally at 31% versus 35% in India.
- 37% of Indians watch a
This document contains the results of a survey with the following key findings:
- The majority of respondents were between 40-49 years old, female, with some college education. Most identified as Democrats.
- Nearly 90% of respondents have voted in the last 8 years and are registered voters.
- Over half of respondents use the internet for over 10 hours per week, primarily at home, with cable as their main internet connection type.
- Email, social media, and online news are the most common internet activities. Respondents have a positive view of the internet's impact.
This document contains the results of a survey with the following key findings:
- The majority of respondents were between 50-59 years old, male, with some college education. Most identified as Democrats or independents.
- Respondents spent the most time using the internet at home for personal use and spent 1-4 hours per day on average online. Most had cable or DSL internet connections.
- Email, social media, and online news/information were the most common internet activities. Respondents rated themselves as extremely comfortable with internet use.
- Respondents tended to agree or strongly agree that the internet has positively impacted education, communication, and access to government services, but were more neutral about its
This document summarizes the results of an online survey conducted in Vietnam about movie watching habits. Over 300 Vietnamese respondents shared how often they go to cinemas, what types of movies they prefer, and their favorite cinema chains. Key findings include that over half go to movies at least once a month, action and comedy are most popular genres, and CGV, Lotte and Galaxy are top cinema brands. Preferences vary between gender, age groups and cities. The survey provides useful market data on the Vietnamese movie industry.
- A survey of 300 Vietnamese people aged 20 and older found that 92% had borrowed money in the past and 63% currently owe money. Males were more likely than females to currently owe money.
- The most common sources of borrowed money were friends (84%), parents (50%), and siblings (40%). Males and females differed in who they typically borrowed from.
- 30% of current borrowers needed the money to buy things, while smaller percentages needed it for rent, living expenses, or past loans.
The survey of 68 members of Belcroft Bible Church found that most attendees are between 26-64 years old, with slightly more females than males. Most have been attending for over 15 years and consider themselves Christians for over 20 years. The majority feel positive about their spiritual life. While most would help others in need, not all feel welcome as newcomers. The congregation wants decisions made more quickly and to better represent the diversity of their community. They prefer expository preaching and blended worship styles focused on both believers and unbelievers. The survey suggests growing attendance to 200-350 and increasing neighborhood involvement. Contact information is provided for the pastoral search committee.
1) A survey was conducted of 826 Macau teenagers (380 males, 446 females) to understand their sexual knowledge and experiences.
2) The results showed that 9.87% of males and 4.48% of females reported having sexual experiences. Most partners were high school or university students of similar ages.
3) For both male and female teenagers, the highest percentage were in their first year of high school, followed by second and third years. Fewer were in primary school or had not attended school.
The survey summarizes key findings from a survey of APEX students regarding their lives outside the classroom. It finds that many students do not get enough sleep, with oversleeping being a primary reason for tardiness. While most students plan to attend college, many have concerns about affordability. The survey also finds that many students experience stressors like hopelessness, trauma, and insomnia at different rates between boys and girls. Bullying is most commonly witnessed in hallways and classrooms.
1) A survey was conducted of 826 Macau teenagers (380 males, 446 females) to understand their sexual knowledge and experiences.
2) The results showed that 9.87% of males and 4.48% of females reported having sexual experiences. Most partners were high school or university students of similar ages.
3) For first sexual experiences, 20% of males reported being 16 years old, while 20% of females reported being 17 years old.
1) A survey was conducted of 826 Macau teenagers (380 males, 446 females) to understand their sexual knowledge and experiences.
2) The results showed that 9.87% of males and 4.48% of females reported having sexual experiences. Most partners were high school or university students of similar ages.
3) For first sexual experiences, 20% of males reported being 16 years old, while 20% of females reported being 17 years old.
This document contains survey results from AIESEC structures in September 2015. It includes the following key points:
1. The response rate for surveys sent to structures was over 99%. Survey results show satisfaction levels among members and how likely they are to recommend AIESEC.
2. When compared to previous surveys, there was a dramatic increase in members who were promoters and a decrease in passives and detractors. This indicates higher satisfaction levels.
3. At the local committee level, most had over 70% of members who were promoters who would recommend AIESEC, with Net Promoter Scores ranging from 50-90.
4. Overall for AIESEC Serbia, the Net Promoter Score
Karaoke is one of popular entertainment style for Saigonese with more than 365 places in the city. How is Saigonese' karaoke style and how is it different from other countries? Q&Me will help you to figure it out.
We surveyed more than 400 landlords to find out what they want. This included their opinions on whether landlords should be regulated, whether agents should be qualified, and where they might be looking to invest...
Survey about the information source for female make-up in Vietnam. How influential is Michelle Phan, famous youtuber for make-up videos who are originally from Vietnam?
This document summarizes the results of surveys on perceptions of corruption in the business environment in Mongolia from 2012 to 2016. Some key findings:
- Satisfaction with the general business environment decreased over time, with over 75% being dissatisfied by 2016.
- Perceptions that investment conditions had worsened increased substantially, with over 55% believing this by 2016.
- Obtaining/renewing licenses and permits and high taxes were most commonly cited as the top obstacles to investment.
- The tax office and customs were most often seen as the government agencies most affected by corruption.
- Over 75% saw at least 'some' level of corruption in the public sector in 2016.
Vietnam has two airline companies – Vietnam Airlines and VietJet. How are those company perceived by Vietnamese? Q&Me conducted the survey to those who have taken the flight in last 12 months.
What makes for economic success in the film industry?Ben Yennie
In the final web section of the state of the film industry report, we examine what makes for financial successes in the film industry by comparing 4 key metrics from the rest of the report.
The document summarizes data from surveys of youth experiencing homelessness in Massachusetts in 2014 and 2015. It includes data on demographics of respondents, living situations, reasons for leaving last place of residence, education levels, income sources, and prior system involvement. For most data points, the percentages of respondents in each category in 2014 and 2015 are shown. Caution is urged in interpreting annual changes, as differences may be due to variations in data collection approaches between Continuums of Care.
Survey Results- Career Aspirations among UAE NationalsAbbas Ali
The document summarizes the results of a career aspirations survey conducted among UAE nationals. It finds that most respondents are females between 18-25 years old who plan to find jobs after completing their education. They are optimistic about finding work and prefer flexible private sector roles in government or politics, with 33% interested in administrative support. While ambitious professionally, respondents feel competition is a key hurdle to achieving their career goals.
Trends in Sharing Mobile Video & Movie TrailersVuclipInsights
The document provides the results of a survey on mobile video sharing and movie trailer watching trends in India. Some key findings:
- 35% of Indians have not shared a mobile video with a friend compared to 47% globally. WhatsApp is the most popular way to share at 40% compared to 22% globally.
- Romantic and superhero movie trailers are most shared, with 39% of males likely to share superhero. Globally it is 27% and 22%.
- Mobile phones are the most common way to watch trailers at 49% compared to 48% globally. Television is more common globally at 31% versus 35% in India.
- 37% of Indians watch a
This document contains the results of a survey with the following key findings:
- The majority of respondents were between 40-49 years old, female, with some college education. Most identified as Democrats.
- Nearly 90% of respondents have voted in the last 8 years and are registered voters.
- Over half of respondents use the internet for over 10 hours per week, primarily at home, with cable as their main internet connection type.
- Email, social media, and online news are the most common internet activities. Respondents have a positive view of the internet's impact.
This document contains the results of a survey with the following key findings:
- The majority of respondents were between 50-59 years old, male, with some college education. Most identified as Democrats or independents.
- Respondents spent the most time using the internet at home for personal use and spent 1-4 hours per day on average online. Most had cable or DSL internet connections.
- Email, social media, and online news/information were the most common internet activities. Respondents rated themselves as extremely comfortable with internet use.
- Respondents tended to agree or strongly agree that the internet has positively impacted education, communication, and access to government services, but were more neutral about its
This document summarizes the results of an online survey conducted in Vietnam about movie watching habits. Over 300 Vietnamese respondents shared how often they go to cinemas, what types of movies they prefer, and their favorite cinema chains. Key findings include that over half go to movies at least once a month, action and comedy are most popular genres, and CGV, Lotte and Galaxy are top cinema brands. Preferences vary between gender, age groups and cities. The survey provides useful market data on the Vietnamese movie industry.
- A survey of 300 Vietnamese people aged 20 and older found that 92% had borrowed money in the past and 63% currently owe money. Males were more likely than females to currently owe money.
- The most common sources of borrowed money were friends (84%), parents (50%), and siblings (40%). Males and females differed in who they typically borrowed from.
- 30% of current borrowers needed the money to buy things, while smaller percentages needed it for rent, living expenses, or past loans.
The survey of 68 members of Belcroft Bible Church found that most attendees are between 26-64 years old, with slightly more females than males. Most have been attending for over 15 years and consider themselves Christians for over 20 years. The majority feel positive about their spiritual life. While most would help others in need, not all feel welcome as newcomers. The congregation wants decisions made more quickly and to better represent the diversity of their community. They prefer expository preaching and blended worship styles focused on both believers and unbelievers. The survey suggests growing attendance to 200-350 and increasing neighborhood involvement. Contact information is provided for the pastoral search committee.
1) A survey was conducted of 826 Macau teenagers (380 males, 446 females) to understand their sexual knowledge and experiences.
2) The results showed that 9.87% of males and 4.48% of females reported having sexual experiences. Most partners were high school or university students of similar ages.
3) For both male and female teenagers, the highest percentage were in their first year of high school, followed by second and third years. Fewer were in primary school or had not attended school.
The survey summarizes key findings from a survey of APEX students regarding their lives outside the classroom. It finds that many students do not get enough sleep, with oversleeping being a primary reason for tardiness. While most students plan to attend college, many have concerns about affordability. The survey also finds that many students experience stressors like hopelessness, trauma, and insomnia at different rates between boys and girls. Bullying is most commonly witnessed in hallways and classrooms.
1) A survey was conducted of 826 Macau teenagers (380 males, 446 females) to understand their sexual knowledge and experiences.
2) The results showed that 9.87% of males and 4.48% of females reported having sexual experiences. Most partners were high school or university students of similar ages.
3) For first sexual experiences, 20% of males reported being 16 years old, while 20% of females reported being 17 years old.
1) A survey was conducted of 826 Macau teenagers (380 males, 446 females) to understand their sexual knowledge and experiences.
2) The results showed that 9.87% of males and 4.48% of females reported having sexual experiences. Most partners were high school or university students of similar ages.
3) For first sexual experiences, 20% of males reported being 16 years old, while 20% of females reported being 17 years old.
Kharfen: DC HIV Public-Private Partnershipshealthhiv
Michael Kharfen
Bureau Chief, Partnerships, Capacity Building, Community Outreach
DC Department of Health
HIV/AIDS, Hepatitis, STD and TB Administration
The document discusses issues related to the rising costs of higher education and student loan debt in the United States. It notes that student loan debt has reached $1 trillion and 30% of borrowers may never repay their loans. Although a college degree leads to higher lifetime earnings, 75% of graduates work in jobs that do not require a degree and 30% say student debt impacted their career choices. While a postsecondary degree is seen as important, the average student loan debt is over $33,000 and many graduates struggle with debt repayment and financial well-being in their early careers.
Technisource Women in IT Careers Survey - Monster.comMonster
Despite years of criticism on the subject, there are still large disparities in the way men and women view employment within the technology field, according to the 2010 Technisource Women in Information Technology Report (conducted by Monster.com®). Most notably, differences in viewpoints were concentrated in compensation, mentors and role models, and challenges faced.
The new study demonstrates that while some lagging societal issues remain unchanged across the board, such as equal compensation, some perceived differences may be the result of specific choices and priorities between genders.
Among the key findings:
Career Satisfaction
Seventy-eight percent of women do not believe that compensation is equal between men and women – nearly half of the male respondents do perceive equality.
When asked about most important factors to men and women for career satisfaction, the greatest differences were men chose compensation and women chose being challenged and flexibility.
Career Progression
Fifty-two percent of women working in IT believe there is a "glass ceiling" that restricts their employment growth (28% of women are neutral).
When asked what the most important factors for career success were over the next five years, both men and women responded with technology experience and skills.
Mentorship/Role Models
When asked if respondents have had or do have a mentor, women responded the highest with 33 percent to 28 percent of men.
Seventy-three percent of women do not believe there are enough role models for women (versus 52 percent of men).
Future of Women in IT
Both men (56 percent) and women (70 percent) believe that greater promotion of IT as a career choice for women is the top encouraging factor for young women to enter the field.
Twenty-seven percent of men believe that women have an advantage over men working in the IT field.
Only 26 percent of men and 24 percent of women believe that society encourages young women to study math and science.
According to respondents, 74 percent of women believe female workers face a different set of career challenges than their male counterparts (compared to 48 percent of men).
"Our Women in Information Technology Report shows that there appear to be differences beyond how both women and men view their compensation and career progression within the IT field," said Alisia Genzler, vice president of the Northeast Region of Technisource. "Employers should take heed of these differing mindsets to better understand the unique priorities and challenges each of these groups face. Failing to do so will affect employee satisfaction, work performance, and in turn create a workforce that will jump at the opportunity to work for an employer that recognizes and acknowledges what really matters to them."
In light of Chinese Valentine's (七夕节), we surveyed some of our panelists about their dating experience and their views on relationships. Some highlights: 40% of the men and 28% of the women have dated someone they met through a mobile app, 64% of the men and 46% of the women admit to lying about their personal facts while dating someone. See the file for more results!
Similar to State of the Film Industry Part 5 - Relationships and Filmmaking (20)
Build applications with generative AI on Google CloudMárton Kodok
We will explore Vertex AI - Model Garden powered experiences, we are going to learn more about the integration of these generative AI APIs. We are going to see in action what the Gemini family of generative models are for developers to build and deploy AI-driven applications. Vertex AI includes a suite of foundation models, these are referred to as the PaLM and Gemini family of generative ai models, and they come in different versions. We are going to cover how to use via API to: - execute prompts in text and chat - cover multimodal use cases with image prompts. - finetune and distill to improve knowledge domains - run function calls with foundation models to optimize them for specific tasks. At the end of the session, developers will understand how to innovate with generative AI and develop apps using the generative ai industry trends.
PyData London 2024: Mistakes were made (Dr. Rebecca Bilbro)Rebecca Bilbro
To honor ten years of PyData London, join Dr. Rebecca Bilbro as she takes us back in time to reflect on a little over ten years working as a data scientist. One of the many renegade PhDs who joined the fledgling field of data science of the 2010's, Rebecca will share lessons learned the hard way, often from watching data science projects go sideways and learning to fix broken things. Through the lens of these canon events, she'll identify some of the anti-patterns and red flags she's learned to steer around.
We are pleased to share with you the latest VCOSA statistical report on the cotton and yarn industry for the month of May 2024.
Starting from January 2024, the full weekly and monthly reports will only be available for free to VCOSA members. To access the complete weekly report with figures, charts, and detailed analysis of the cotton fiber market in the past week, interested parties are kindly requested to contact VCOSA to subscribe to the newsletter.
06-18-2024-Princeton Meetup-Introduction to MilvusTimothy Spann
06-18-2024-Princeton Meetup-Introduction to Milvus
tim.spann@zilliz.com
https://www.linkedin.com/in/timothyspann/
https://x.com/paasdev
https://github.com/tspannhw
https://github.com/milvus-io/milvus
Get Milvused!
https://milvus.io/
Read my Newsletter every week!
https://github.com/tspannhw/FLiPStackWeekly/blob/main/142-17June2024.md
For more cool Unstructured Data, AI and Vector Database videos check out the Milvus vector database videos here
https://www.youtube.com/@MilvusVectorDatabase/videos
Unstructured Data Meetups -
https://www.meetup.com/unstructured-data-meetup-new-york/
https://lu.ma/calendar/manage/cal-VNT79trvj0jS8S7
https://www.meetup.com/pro/unstructureddata/
https://zilliz.com/community/unstructured-data-meetup
https://zilliz.com/event
Twitter/X: https://x.com/milvusio https://x.com/paasdev
LinkedIn: https://www.linkedin.com/company/zilliz/ https://www.linkedin.com/in/timothyspann/
GitHub: https://github.com/milvus-io/milvus https://github.com/tspannhw
Invitation to join Discord: https://discord.com/invite/FjCMmaJng6
Blogs: https://milvusio.medium.com/ https://www.opensourcevectordb.cloud/ https://medium.com/@tspann
Expand LLMs' knowledge by incorporating external data sources into LLMs and your AI applications.
Discover the cutting-edge telemetry solution implemented for Alan Wake 2 by Remedy Entertainment in collaboration with AWS. This comprehensive presentation dives into our objectives, detailing how we utilized advanced analytics to drive gameplay improvements and player engagement.
Key highlights include:
Primary Goals: Implementing gameplay and technical telemetry to capture detailed player behavior and game performance data, fostering data-driven decision-making.
Tech Stack: Leveraging AWS services such as EKS for hosting, WAF for security, Karpenter for instance optimization, S3 for data storage, and OpenTelemetry Collector for data collection. EventBridge and Lambda were used for data compression, while Glue ETL and Athena facilitated data transformation and preparation.
Data Utilization: Transforming raw data into actionable insights with technologies like Glue ETL (PySpark scripts), Glue Crawler, and Athena, culminating in detailed visualizations with Tableau.
Achievements: Successfully managing 700 million to 1 billion events per month at a cost-effective rate, with significant savings compared to commercial solutions. This approach has enabled simplified scaling and substantial improvements in game design, reducing player churn through targeted adjustments.
Community Engagement: Enhanced ability to engage with player communities by leveraging precise data insights, despite having a small community management team.
This presentation is an invaluable resource for professionals in game development, data analytics, and cloud computing, offering insights into how telemetry and analytics can revolutionize player experience and game performance optimization.
We are pleased to share with you the latest VCOSA statistical report on the cotton and yarn industry for the month of March 2024.
Starting from January 2024, the full weekly and monthly reports will only be available for free to VCOSA members. To access the complete weekly report with figures, charts, and detailed analysis of the cotton fiber market in the past week, interested parties are kindly requested to contact VCOSA to subscribe to the newsletter.
Generative Classifiers: Classifying with Bayesian decision theory, Bayes’ rule, Naïve Bayes classifier.
Discriminative Classifiers: Logistic Regression, Decision Trees: Training and Visualizing a Decision Tree, Making Predictions, Estimating Class Probabilities, The CART Training Algorithm, Attribute selection measures- Gini impurity; Entropy, Regularization Hyperparameters, Regression Trees, Linear Support vector machines.
2. Marital Status of Filmmakers
vs National Statistics
Filmmakers*
1%
10%
44%
46%
Single Married Divorced
Widowed
National Average**
6%
13%
50%
31%
Single Married Divorced
Widowed
*Filmmakers under 25 filtered from sample due to over-abundance and a low marriage rate
**Source: FlowingData.com, separated and divorced statistics combined for data matching
3. Filmmaker Marital Status vs
National Average
0%
10%
20%
30%
40%
50%
Single Married Divorced Widowed
Filmmakers National Average
4. Analysis
• Filmmakers are less likely to get married, or
possibly more likely to get married later in life than
the national average
• Our survey skewed young, so that likely affected
both the single/never married and divorce rates
• More study would have to go into this topic than
time allows; we may publish a follow-up
5. Filmmaker Marital Status
by Age
0%
20%
40%
60%
80%
100%
<25 25-29 30-39 40-49 50+
Single Married Divorced Widowed
6. Household Income by Age
and Marital Status
$0
$25,000
$50,000
$75,000
$100,000
$125,000
<25 25-29 30-39 40-49 50+
Single Married Divorced
<25 25-29 30-39 40-49 50+
Single $40,019 $29,494 $50,636 $67,115 $45,972
Married $27,500 $74,118 $85,000 $99,787 $121,543
Divorced N/A $56,250 $77,857 $69,792 $77,667
7. Filmmaking Income by Age
and Marital Status
$0
$10,000
$20,000
$30,000
$40,000
$50,000
$60,000
$70,000
<24 25-29 30-39 40-49 50+
Single Married Divorced
<25 25-29 30-39 40-49 50+
Single $9,058 $22,134 $24,492 $30,500 $31,176
Married $33,750 $37,059 $40,663 $37,150 $37,734
Divorced N/A $56,250 $30,714 $21,346 $61,029
8. Analysis
• Married filmmakers tend to have a much higher household
income and seem to make more from filmmaking than their
single counterparts
• We speculate that the younger single filmmakers having a high
household income likely resulted from them living with their
parents
• There is a strong correlation between filmmakers getting married
and higher household income, and a moderate correlation with a
higher filmmaking income
• There were several smaller sample sizes that may have skewed
the data, namely that of divorced and widowed filmmakers
9. Marital Status by Film School Graduation and Gender
Graduates
8%
34%
58%
Single Married
Divorced Widowed
Prefer not to answer
9%
21%
70%
Drop-outs
2%
24%
74%
Single Married
Divorced Widowed
Prefer not to answer
10%
43%
48%
Other Ed
6%
38%
57%
Single Married
Divorced Widowed
Prefer not to answer
7%
34%
59%
INSIDE: WOMEN OUTSIDE: MEN
10. Marital Status by Age by Film School Status
Film School Graduates
<25
25-29
30-39
40-49
50+
0% 25% 50% 75% 100%
Single Married Divorced Widowed
Film School Drop-outs
>24
25-29
30-39
40-49
50+
0% 25% 50% 75% 100%
Never Attended Film School
>24
25-29
30-39
40-49
50+
0% 25% 50% 75% 100%
11. Job Activity by Marital StatusPercentage of Time on Paid Work
9%
11%
9%
14%
56%
0-20% 20-40% 40-60%
60-80% 80-100%
19%
11%
12%
15%
43%
22%
10%
17% 17%
34%
Percentage of Income From Filmmaking
21%
9%
4%
6%
60%
0-20% 20-40% 40-60%
60-80% 80-100%
27%
5%
6%
13%
49%
29%
7%
7%
17%
39%
Outside Middle Inside
Single Married Divorced
12. Analysis
• There’s a strong correlation between men completing film school
and getting married. This correlation is inverted for women, with
70% of graduating women being single
• People who graduated film school are moderately more likely to
get married later than people who went to other sorts of schools.
Drop-outs are also more likely to get married later
• There were several smaller sample sizes that may have skewed
the data, particularly regarding drop-outs
• Marriage seems to have a positive effect on a filmmaker’s
likelihood to be on paid film work full time, and to have a
significant portion of their earnings come from film
• Many of these findings could be biased by the age of the groups.
More study is needed
13. Overview
• Business contacts aren’t the only relationships that
matter in the film industry
• Getting married appears to correlate with more
lifelong success
• Due to our younger demographic for this survey,
our findings may be biased
• More iterations of this study are needed to give
truly definitive answers