Social network analytics
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The document analyzes different genres of songs on the T-Series YouTube channel to determine which genres are trending and should receive more investment. It extracts comment data on Bollywood, rap, sad, and Haryanvi songs released in the last year using a text analysis tool. The analysis finds that rap songs have the highest positive sentiment at 41% while Haryanvi songs have the lowest at 28%. It concludes the channel should invest most in rap songs, followed by sad songs, Bollywood songs, and least in Haryanvi songs.
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Bar charts
This document summarizes the results of a music research survey. 10 people between ages 16-20 were surveyed about their music preferences and opinions on music videos. Most respondents listened to hip-hop and rock music and watched music videos daily on YouTube. When asked about music video content, 70% said videos should include both music performance and narrative elements. The survey also found that rock music videos are generally expected to have sad emotions and a dark theme.
Audience Questionnaires Results
The document summarizes the results of a questionnaire about music video preferences. It shows that most respondents were female, between ages 15-17 or 18-22. Pop music was the most popular genre. Lady Gaga, Kesha and others were favored artists. Effects like split screens and slow motion tested well. Respondents also preferred storylines, locations like London and house parties, props like neon face paint and bubbles, and a comedic ending. Most liked the proposed montage style with quick edits.
Document2
The document summarizes the results of a questionnaire about music listening preferences of people aged 16-20. It finds that indie and dance music are most popular. Most people in this age group listen to and watch music online rather than TV. Videos with performances, fast editing, interesting narratives and aesthetically pleasing visuals are preferred. Funny videos are universally enjoyed as they are shared with friends.
Survey answers analysis
The survey responses provide guidance for creating an indie music video for the song "Arabella." Most respondents prefer a mix of narrative and live performance (71%). The target audience is ages 17-19, so the visuals should appeal to late teens. The audience is split evenly between male and female, so the video should be gender neutral. Location filming should include both city (50%) and countryside (28%) settings. Respondents expect either live performance (35%) or narrative (35%), along with a dark color scheme (23%) that follows the black and white style of the original "Arabella" video.
Audience feedback
The document summarizes audience feedback from 19 students aged 16-18 (9 male, 10 female) on a music video by Helen Blyth. It also summarizes feedback from 5 students (3 male, 2 female) on the accompanying digipak.
For the music video, feedback was generally positive, though males enjoyed it less than females. Participants responded well to the camera work and editing. The narrative and length received mixed feedback. Most would watch it again.
For the digipak, feedback was also positive but some graphics were rated only average. While the genre was reflected, the British identity of the band was not fully communicated. Suggestions for improvement were noted.
Audience feedback - revised and pretty
The document provides feedback from test audiences on a music video and accompanying print productions. Regarding the music video: most felt it reflected the genre of music and had good camera work and editing, though males enjoyed it less than females. Feedback on the print productions was mixed - most felt they reflected the genre, but many rated the graphics as only average. Suggestions for improvement included clarifying the narrative in the video and making the print easier to read. Overall the feedback was encouraging but also identified areas for strengthening audience appeal and engagement.
Target audience questionnaire
This document summarizes the results of a questionnaire about preferences for music videos. It found that the target audience is mainly men aged 16-21 who listen to rock music. Both men and women preferred watching the TV station Kerrang and listening to Kerrang radio. They also preferred music videos that had both a narrative and showed the band's performance. The genre of rock was the most popular among both men and women. Therefore, the music video should feature a rock song that would appeal to audiences of the Kerrang station who are 16-21 years old.
Questionnaire results and analysis
The document provides results from surveys conducted to help plan a music video. It summarizes that 67% of respondents were female, most were aged 16-25, and pop and indie were the most popular genres. Locations like London and beaches were preferred settings. High budget, colorful videos with prestigious costumes were favored. The results supported plans for an indie/pop style video filmed in city and field locations.
Recommended
Bar charts
This document summarizes the results of a music research survey. 10 people between ages 16-20 were surveyed about their music preferences and opinions on music videos. Most respondents listened to hip-hop and rock music and watched music videos daily on YouTube. When asked about music video content, 70% said videos should include both music performance and narrative elements. The survey also found that rock music videos are generally expected to have sad emotions and a dark theme.
Audience Questionnaires Results
The document summarizes the results of a questionnaire about music video preferences. It shows that most respondents were female, between ages 15-17 or 18-22. Pop music was the most popular genre. Lady Gaga, Kesha and others were favored artists. Effects like split screens and slow motion tested well. Respondents also preferred storylines, locations like London and house parties, props like neon face paint and bubbles, and a comedic ending. Most liked the proposed montage style with quick edits.
Document2
The document summarizes the results of a questionnaire about music listening preferences of people aged 16-20. It finds that indie and dance music are most popular. Most people in this age group listen to and watch music online rather than TV. Videos with performances, fast editing, interesting narratives and aesthetically pleasing visuals are preferred. Funny videos are universally enjoyed as they are shared with friends.
Survey answers analysis
The survey responses provide guidance for creating an indie music video for the song "Arabella." Most respondents prefer a mix of narrative and live performance (71%). The target audience is ages 17-19, so the visuals should appeal to late teens. The audience is split evenly between male and female, so the video should be gender neutral. Location filming should include both city (50%) and countryside (28%) settings. Respondents expect either live performance (35%) or narrative (35%), along with a dark color scheme (23%) that follows the black and white style of the original "Arabella" video.
Audience feedback
The document summarizes audience feedback from 19 students aged 16-18 (9 male, 10 female) on a music video by Helen Blyth. It also summarizes feedback from 5 students (3 male, 2 female) on the accompanying digipak.
For the music video, feedback was generally positive, though males enjoyed it less than females. Participants responded well to the camera work and editing. The narrative and length received mixed feedback. Most would watch it again.
For the digipak, feedback was also positive but some graphics were rated only average. While the genre was reflected, the British identity of the band was not fully communicated. Suggestions for improvement were noted.
Audience feedback - revised and pretty
The document provides feedback from test audiences on a music video and accompanying print productions. Regarding the music video: most felt it reflected the genre of music and had good camera work and editing, though males enjoyed it less than females. Feedback on the print productions was mixed - most felt they reflected the genre, but many rated the graphics as only average. Suggestions for improvement included clarifying the narrative in the video and making the print easier to read. Overall the feedback was encouraging but also identified areas for strengthening audience appeal and engagement.
Target audience questionnaire
This document summarizes the results of a questionnaire about preferences for music videos. It found that the target audience is mainly men aged 16-21 who listen to rock music. Both men and women preferred watching the TV station Kerrang and listening to Kerrang radio. They also preferred music videos that had both a narrative and showed the band's performance. The genre of rock was the most popular among both men and women. Therefore, the music video should feature a rock song that would appeal to audiences of the Kerrang station who are 16-21 years old.
Questionnaire results and analysis
The document provides results from surveys conducted to help plan a music video. It summarizes that 67% of respondents were female, most were aged 16-25, and pop and indie were the most popular genres. Locations like London and beaches were preferred settings. High budget, colorful videos with prestigious costumes were favored. The results supported plans for an indie/pop style video filmed in city and field locations.
PPTX for website.pptx
Normal minds community is a website curated for artists excelling in the field of music and recommending the songs in the recent trends and telling stories around the world.
Analysis of questionnaire results
The document summarizes the results of a questionnaire about music video preferences. It finds that most respondents were younger students who preferred genres like pop, dance and chart music. Females responded more than males. Beach and summer locations were popular choices. Respondents wanted to see dancing, exotic locations, and women in music videos. They responded positively to the proposed idea but suggested adding more depth and storyline.
Applied consumer research - Missouri
The document discusses applying consumer research to solve a business problem of a local radio station losing market share. It outlines moving from the business problem to a research problem by forming hypotheses and analyzing available data. An example is given where music genre testing was conducted through auditorium tests to understand listener preferences. The results showed preferences for retro genres over contemporary music. Further analysis found preferences varied by listener clusters - younger males preferred contemporary Hindi more while older females preferred retro genres. This provided insights into improving the radio station's playlist to better match listener preferences.
Results from questionnaire
The document contains the results of a survey on music listening behaviors and preferences. Key findings include:
- Respondents were split nearly evenly between male and female.
- The largest age groups were 16-19 years old and 20-24 years old.
- The most popular music genres were rock, hip hop/R&B, and pop.
- Most respondents listen to music 4 or more times per day and watch music videos 3 times per day.
- While many watch music videos online, few purchase full music albums anymore due to digital options.
Research client project
This document provides a summary of research conducted for a music video project commissioned by Mediale, an international media arts festival in York, UK. The research includes:
- An analysis of the target 16-24 year old audience in York, noting their interests in music, mental health issues, and social media use.
- A survey of over 100 people regarding music video preferences, with results showing a preference for visuals over narrative and discovering new artists through music videos.
- Details on York demographics and the commission from Mediale to create an inspiring, creative, and challenging piece for audiences.
- Analyses of existing music videos focusing on visual style and effects to draw inspiration from for the
Research client project (unfinished)
Here are some production techniques I could implement for a quick film idea with 1 actor, 1 location, and some After Effects:
- Parallel Editing: Cut between the actor receiving the text "make me a cup of tea" and them hurriedly gathering supplies in the kitchen. This shows the request and response happening simultaneously.
- Overlapping Editing: When the actor flings the tea bag and pours the tea down the sink, repeat the action in an exaggerated, overlapped way to extend the scene for comedic effect.
- After Effects: Digitally enhance or add visual flair to elements like the text message, tea steeping/pouring, or actor's rushed movements. This brings an artistic element
Media questionnaire results
The document summarizes the results of a questionnaire given to the primary audience for a music video. The majority of respondents were aged 22-30, employed full-time, and listened to music in their spare time. The most popular music genre was pop, followed by rock and roll. Respondents felt that music videos play an important part for a song and that a good music video complements the song. Elements like dance and location were seen as important for a good music video.
90 days to becoming a better singer
This document provides an overview of the Singorama singing course. It discusses the essentials of becoming a great singer, including proper breathing, posture, relaxation techniques, and developing an understanding of vocal types, ranges, and other technical singing skills. The document recommends Singorama as a comprehensive at-home singing course that can help anyone learn to sing better within 90 days through online video lessons covering topics like breath control, vocal warmups, ear training, and more.
Target audience research
This document summarizes the results of an audience research survey about music magazines. It shows responses to questions about how people hear about music, how often they buy magazines, their preferred music magazine genres, and their opinions on important design elements, pricing, and the inclusion of online/social media content for a music magazine. The bar graphs provide a visual representation of the number of responses for each answer option for the various multiple choice and ranking questions included in the survey.
Questionnaire Analysis
This questionnaire analysis is a part of my coursework for Media Studies (A2). The questionnaire is based on a music video I am doing.
We're listening.txt
The document summarizes the story of two songwriters who moved to Nashville to pursue their dreams. While they were both talented and their songwriting ability was similar, one became a successful staff writer at a major publishing company while the other works as a barista to make ends meet. The major difference was that the successful songwriter learned how to test his songs online to get feedback and improve, while the other did not take advantage of this opportunity.
Joanna powerpointaudiencefeedback
The document discusses the feedback received from an audience on a music video project. It describes conducting an initial questionnaire to determine preferences on aspects like genre, artist gender, and video style. The results guided decisions like using a female artist, singer-songwriter genre, and basic visuals. A second questionnaire after viewing the video provided feedback on what worked and opportunities for improvement. Seeing the contrast between initial ideas and audience response helped the creators understand how to better appeal to their target demographic.
Questionnaire analysis
The document summarizes the results of a questionnaire given to the target audience of 16-18 year-olds for a music video. It found that the target audience was predominantly female, with a preference for pop music and liking both performance and narrative elements in music videos. To accommodate these preferences, the music video will feature both a narrative and performance elements, with the narrative illustrating the lyrics and featuring a protagonist along with many other people.
Audience responses
The document analyzes survey responses from an audience about their music video preferences. It finds that most respondents are female aged 11-24 who watch music videos daily on YouTube. They prefer rock music and want music videos to be comical without serious plots. Most think music videos are important for promoting artists. The document concludes it will make a punk rock music video for YouTube that is comical without deep meaning to appeal to its target audience based on these findings.
Survey results
The survey results showed that the majority of respondents were 11-13 years old and most had not heard of the artist Josie Nelson. Respondents preferred a mixture style music video that included a storyline, dancing, and the artist. They wanted the video to be interesting and link to the lyrics but not include inappropriate content like nudity or violence. Popular music videos mentioned were by Ed Sheeran, Taylor Swift, Little Mix and Sia. The survey provided guidance on what to include and avoid in the music video.
Target audience research
The document summarizes the results of a questionnaire given to the target audience for a pop music video. The questionnaire looked at demographics like age and gender that prefer the genre, with most being between 18-30 or 35-40, and both male and female. Another questionnaire asked what themes and locations audiences expect in a pop video. Relationships and parties were popular themes. Home, car, and park were popular listening and viewing locations. The most popular video style was narrative, but performance and conceptual styles were also chosen.
Questionnaire Results
- The document discusses the results of a questionnaire about music preferences and music videos.
- The questionnaire was completed by an equal number of males and females between the ages of 16 and 25.
- The results showed that Indie music was the most preferred genre and that people most often listen to music on music channels like TMF or websites like YouTube.
- Location and lyrics were identified as the most important aspects of music videos. Special effects were not generally preferred if not done well.
- Examples of respondents' favorite music videos and what they liked about them were provided.
Questionnaire feedback
This document contains the results of surveys given to people about their music preferences and consumption habits. The surveys included questions about gender, age, favorite music genres, how often they listen to music, whether they watch music videos and why, how many albums they purchase, how much they are willing to spend on albums, and what factors influence their album purchases. The surveys found that the target audience is mostly ages 16-19, prefers hip-hop and pop music, watches music videos multiple times a day, does not often purchase albums but is willing to spend £3.99-6.99 on them, and considers the artist, songs, and cover appearance most important when buying albums.
Questionaire for midnight moon
The document summarizes the results of a questionnaire about music preferences. It found that 2/3 of respondents were female and most were aged 16-25. Pop and indie music were the most popular genres. Most respondents watched music videos everyday and preferred high budget videos. Common favorite artists were female artists like Taylor Swift and Beyonce. This provides guidance on targeting branding and content toward young female audiences interested in indie/pop music genres.
Market research report
Lara Dobson conducted a survey of 10 people to research the target audience for her upcoming music video. The results showed that the target audience would be teenagers aged 17 and younger, with equal interest from males and females. Elements of pop, rock, and heavy metal music genres should be incorporated into the video. Most of the survey respondents use YouTube to stream music and believe narrative music videos are the most appealing. This information will help Lara Dobson tailor her music video to effectively reach her target demographic.
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PPTX for website.pptx
Normal minds community is a website curated for artists excelling in the field of music and recommending the songs in the recent trends and telling stories around the world.
Analysis of questionnaire results
The document summarizes the results of a questionnaire about music video preferences. It finds that most respondents were younger students who preferred genres like pop, dance and chart music. Females responded more than males. Beach and summer locations were popular choices. Respondents wanted to see dancing, exotic locations, and women in music videos. They responded positively to the proposed idea but suggested adding more depth and storyline.
Applied consumer research - Missouri
The document discusses applying consumer research to solve a business problem of a local radio station losing market share. It outlines moving from the business problem to a research problem by forming hypotheses and analyzing available data. An example is given where music genre testing was conducted through auditorium tests to understand listener preferences. The results showed preferences for retro genres over contemporary music. Further analysis found preferences varied by listener clusters - younger males preferred contemporary Hindi more while older females preferred retro genres. This provided insights into improving the radio station's playlist to better match listener preferences.
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The document contains the results of a survey on music listening behaviors and preferences. Key findings include:
- Respondents were split nearly evenly between male and female.
- The largest age groups were 16-19 years old and 20-24 years old.
- The most popular music genres were rock, hip hop/R&B, and pop.
- Most respondents listen to music 4 or more times per day and watch music videos 3 times per day.
- While many watch music videos online, few purchase full music albums anymore due to digital options.
Research client project
This document provides a summary of research conducted for a music video project commissioned by Mediale, an international media arts festival in York, UK. The research includes:
- An analysis of the target 16-24 year old audience in York, noting their interests in music, mental health issues, and social media use.
- A survey of over 100 people regarding music video preferences, with results showing a preference for visuals over narrative and discovering new artists through music videos.
- Details on York demographics and the commission from Mediale to create an inspiring, creative, and challenging piece for audiences.
- Analyses of existing music videos focusing on visual style and effects to draw inspiration from for the
Research client project (unfinished)
Here are some production techniques I could implement for a quick film idea with 1 actor, 1 location, and some After Effects:
- Parallel Editing: Cut between the actor receiving the text "make me a cup of tea" and them hurriedly gathering supplies in the kitchen. This shows the request and response happening simultaneously.
- Overlapping Editing: When the actor flings the tea bag and pours the tea down the sink, repeat the action in an exaggerated, overlapped way to extend the scene for comedic effect.
- After Effects: Digitally enhance or add visual flair to elements like the text message, tea steeping/pouring, or actor's rushed movements. This brings an artistic element
Media questionnaire results
The document summarizes the results of a questionnaire given to the primary audience for a music video. The majority of respondents were aged 22-30, employed full-time, and listened to music in their spare time. The most popular music genre was pop, followed by rock and roll. Respondents felt that music videos play an important part for a song and that a good music video complements the song. Elements like dance and location were seen as important for a good music video.
90 days to becoming a better singer
This document provides an overview of the Singorama singing course. It discusses the essentials of becoming a great singer, including proper breathing, posture, relaxation techniques, and developing an understanding of vocal types, ranges, and other technical singing skills. The document recommends Singorama as a comprehensive at-home singing course that can help anyone learn to sing better within 90 days through online video lessons covering topics like breath control, vocal warmups, ear training, and more.
Target audience research
This document summarizes the results of an audience research survey about music magazines. It shows responses to questions about how people hear about music, how often they buy magazines, their preferred music magazine genres, and their opinions on important design elements, pricing, and the inclusion of online/social media content for a music magazine. The bar graphs provide a visual representation of the number of responses for each answer option for the various multiple choice and ranking questions included in the survey.
Questionnaire Analysis
This questionnaire analysis is a part of my coursework for Media Studies (A2). The questionnaire is based on a music video I am doing.
We're listening.txt
The document summarizes the story of two songwriters who moved to Nashville to pursue their dreams. While they were both talented and their songwriting ability was similar, one became a successful staff writer at a major publishing company while the other works as a barista to make ends meet. The major difference was that the successful songwriter learned how to test his songs online to get feedback and improve, while the other did not take advantage of this opportunity.
Joanna powerpointaudiencefeedback
The document discusses the feedback received from an audience on a music video project. It describes conducting an initial questionnaire to determine preferences on aspects like genre, artist gender, and video style. The results guided decisions like using a female artist, singer-songwriter genre, and basic visuals. A second questionnaire after viewing the video provided feedback on what worked and opportunities for improvement. Seeing the contrast between initial ideas and audience response helped the creators understand how to better appeal to their target demographic.
Questionnaire analysis
The document summarizes the results of a questionnaire given to the target audience of 16-18 year-olds for a music video. It found that the target audience was predominantly female, with a preference for pop music and liking both performance and narrative elements in music videos. To accommodate these preferences, the music video will feature both a narrative and performance elements, with the narrative illustrating the lyrics and featuring a protagonist along with many other people.
Audience responses
The document analyzes survey responses from an audience about their music video preferences. It finds that most respondents are female aged 11-24 who watch music videos daily on YouTube. They prefer rock music and want music videos to be comical without serious plots. Most think music videos are important for promoting artists. The document concludes it will make a punk rock music video for YouTube that is comical without deep meaning to appeal to its target audience based on these findings.
Survey results
The survey results showed that the majority of respondents were 11-13 years old and most had not heard of the artist Josie Nelson. Respondents preferred a mixture style music video that included a storyline, dancing, and the artist. They wanted the video to be interesting and link to the lyrics but not include inappropriate content like nudity or violence. Popular music videos mentioned were by Ed Sheeran, Taylor Swift, Little Mix and Sia. The survey provided guidance on what to include and avoid in the music video.
Target audience research
The document summarizes the results of a questionnaire given to the target audience for a pop music video. The questionnaire looked at demographics like age and gender that prefer the genre, with most being between 18-30 or 35-40, and both male and female. Another questionnaire asked what themes and locations audiences expect in a pop video. Relationships and parties were popular themes. Home, car, and park were popular listening and viewing locations. The most popular video style was narrative, but performance and conceptual styles were also chosen.
Questionnaire Results
- The document discusses the results of a questionnaire about music preferences and music videos.
- The questionnaire was completed by an equal number of males and females between the ages of 16 and 25.
- The results showed that Indie music was the most preferred genre and that people most often listen to music on music channels like TMF or websites like YouTube.
- Location and lyrics were identified as the most important aspects of music videos. Special effects were not generally preferred if not done well.
- Examples of respondents' favorite music videos and what they liked about them were provided.
Questionnaire feedback
This document contains the results of surveys given to people about their music preferences and consumption habits. The surveys included questions about gender, age, favorite music genres, how often they listen to music, whether they watch music videos and why, how many albums they purchase, how much they are willing to spend on albums, and what factors influence their album purchases. The surveys found that the target audience is mostly ages 16-19, prefers hip-hop and pop music, watches music videos multiple times a day, does not often purchase albums but is willing to spend £3.99-6.99 on them, and considers the artist, songs, and cover appearance most important when buying albums.
Questionaire for midnight moon
The document summarizes the results of a questionnaire about music preferences. It found that 2/3 of respondents were female and most were aged 16-25. Pop and indie music were the most popular genres. Most respondents watched music videos everyday and preferred high budget videos. Common favorite artists were female artists like Taylor Swift and Beyonce. This provides guidance on targeting branding and content toward young female audiences interested in indie/pop music genres.
Market research report
Lara Dobson conducted a survey of 10 people to research the target audience for her upcoming music video. The results showed that the target audience would be teenagers aged 17 and younger, with equal interest from males and females. Elements of pop, rock, and heavy metal music genres should be incorporated into the video. Most of the survey respondents use YouTube to stream music and believe narrative music videos are the most appealing. This information will help Lara Dobson tailor her music video to effectively reach her target demographic.
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一比一原版(Unimelb毕业证书)墨尔本大学毕业证如何办理
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留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
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6:个人职称评审加20分
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1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...
The Modern Marketing Reckoner (MMR) is a comprehensive resource packed with POVs from 60+ industry leaders on how AI is transforming the 4 key pillars of marketing – product, place, price and promotions.
一比一原版(UO毕业证)渥太华大学毕业证如何办理
UO毕业证录取书【微信95270640】购买（渥太华大学毕业证成绩单硕士学历）Q微信95270640代办UO学历认证留信网伪造渥太华大学学位证书精仿渥太华大学本科/硕士文凭证书补办渥太华大学 diplomaoffer,Transcript购买渥太华大学毕业证成绩单购买UO假毕业证学位证书购买伪造渥太华大学文凭证书学位证书,专业办理雅思、托福成绩单，学生ID卡，在读证明，海外各大学offer录取通知书，毕业证书，成绩单，文凭等材料:1:1完美还原毕业证、offer录取通知书、学生卡等各种在读或毕业材料的防伪工艺（包括 烫金、烫银、钢印、底纹、凹凸版、水印、防伪光标、热敏防伪、文字图案浮雕，激光镭射，紫外荧光，温感光标）学校原版上有的工艺我们一样不会少，不论是老版本还是最新版本，都能保证最高程度还原，力争完美以求让所有同学都能享受到完美的品质服务。
文凭办理流程：
1客户提供办理信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：微信95270640我们有专业老师帮你查询）；
2开始安排制作毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。
7完成交易删除客户资料
高精端提供以下服务：
一：渥太华大学渥太华大学毕业证文凭证书全套材料从防伪到印刷水印底纹到钢印烫金
二：真实使馆认证（留学人员回国证明）使馆存档
三：真实教育部认证教育部存档教育部留服网站可查
四：留信认证留学生信息网站可查
五：与学校颁发的相关证件1:1纸质尺寸制定（定期向各大院校毕业生购买最新版本毕,业证成绩单保证您拿到的是鲁昂大学内部最新版本毕业证成绩单微信95270640）
A.为什么留学生需要操作留信认证?
留信认证全称全国留学生信息服务网认证,隶属于北京中科院。①留信认证门槛条件更低,费用更美丽,并且包过,完单周期短,效率高②留信认证虽然不能去国企,但是一般的公司都没有问题,因为国内很多公司连基本的留学生学历认证都不了解。这对于留学生来说,这就比自己光拿一个证书更有说服力,因为留学学历可以在留信网站上进行查询!
B.为什么我们提供的毕业证成绩单具有使用价值？
查询留服认证是国内鉴别留学生海外学历的唯一途径但认证只是个体行为不是所有留学生都操作所以没有办理认证的留学生的学历在国内也是查询不到的他们也仅仅只有一张文凭。所以这时候我们提供的和学校颁发的一模一样的毕业证成绩单就有了使用价值。只硕大的蛇皮袋手里拎着长铁钩正站在门口朝黑色的屋内张望不好坏人小偷山娃一怔却也灵机一动立马仰起头双手拢在嘴边朝楼上大喊：“爸爸爸——有人找——那人一听朝山娃尴尬地笑笑悻悻地走了山娃立马“嘭的一声将铁门锁死心却咚咚地乱跳当山娃跟父亲说起这事时父亲很吃惊抚摸着山娃的头说还好醒得及时要不家早被人掏空了到时连电视也没得看啰不过父亲还是夸山娃能临危不乱随机应变有胆有谋山娃笑笑说那都是书上学的看童话和小说时多
原版制作(unimelb毕业证书)墨尔本大学毕业证Offer一模一样
学校原件一模一样【微信：741003700 】《(unimelb毕业证书)墨尔本大学毕业证》【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
【主营项目】
一.毕业证【q微741003700】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
在线办理(英国UCA毕业证书)创意艺术大学毕业证在读证明一模一样
学校原件一模一样【微信：741003700 】《(英国UCA毕业证书)创意艺术大学毕业证》【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
【主营项目】
一.毕业证【q微741003700】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
Population Growth in Bataan: The effects of population growth around rural pl...
A population analysis specific to Bataan.
一比一原版巴斯大学毕业证(Bath毕业证书)学历如何办理
原版办理【微信号:BYZS866】【巴斯大学毕业证(Bath毕业证书)】【微信号:BYZS866】《成绩单、外壳、雅思、offer、真实留信官方学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【关于学历材料质量】
我们承诺采用的是学校原版纸张（原版纸质、底色、纹路、）我们工厂拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有成品以及工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信号BYZS866】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信号BYZS866】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
Build applications with generative AI on Google Cloud
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.
原版一比一利兹贝克特大学毕业证(LeedsBeckett毕业证书)如何办理
原版制作【微信:41543339】【利兹贝克特大学毕业证(LeedsBeckett毕业证书)】【微信:41543339】《成绩单、外壳、雅思、offer、真实留信官方学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路）我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
毕业原版【微信:176555708】【(UCSB毕业证书)圣芭芭拉分校毕业证】【微信:176555708】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(UO毕业证)渥太华大学毕业证如何办理
原件一模一样【微信：95270640】【渥太华大学毕业证UO学位证成绩单】【微信：95270640】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信：95270640】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信：95270640】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份【微信：95270640】
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
→ 【关于价格问题（保证一手价格）
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！
办理渥太华大学毕业证毕业证offerUO学位证【微信：95270640 】外观非常精致，由特殊纸质材料制成，上面印有校徽、校名、毕业生姓名、专业等信息。
办理渥太华大学毕业证UO学位证毕业证offer【微信：95270640 】格式相对统一，各专业都有相应的模板。通常包括以下部分：
校徽：象征着学校的荣誉和传承。
校名:学校英文全称
授予学位：本部分将注明获得的具体学位名称。
毕业生姓名：这是最重要的信息之一，标志着该证书是由特定人员获得的。
颁发日期：这是毕业正式生效的时间，也代表着毕业生学业的结束。
其他信息：根据不同的专业和学位，可能会有一些特定的信息或章节。
办理渥太华大学毕业证毕业证offerUO学位证【微信：95270640 】价值很高，需要妥善保管。一般来说，应放置在安全、干燥、防潮的地方，避免长时间暴露在阳光下。如需使用，最好使用复印件而不是原件，以免丢失。
综上所述，办理渥太华大学毕业证毕业证offerUO学位证【微信：95270640 】是证明身份和学历的高价值文件。外观简单庄重，格式统一，包括重要的个人信息和发布日期。对持有人来说，妥善保管是非常重要的。
End-to-end pipeline agility - Berlin Buzzwords 2024
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
一比一原版(harvard毕业证书）哈佛大学毕业证如何办理
一模一样【微信：A575476】【(harvard毕业证书）哈佛大学毕业证成绩单Offer】【微信：A575476】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信：A575476】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信：A575476】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
→ 【关于价格问题（保证一手价格）
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！
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- 1. 1 | P a g e Introduction In thisprojectI have choose the topic “differentgenresof songs”andtriedtofindout withthe help of qualitativedatawhichgenresof songsare intrendingandwhichtypesof songsmore like bythe audiences. Due to thisin the endof thisprojectwe are able to findoutwhichtypesof songstheyshouldinvest more, and whichare not. Thisprojectalsohelpsthe variousYouTube channelswhichshouldthey buythe rightsof the songs,and whichare not. Overview of song industry The IndianMusic Industry(IMI) isa trust that representsthe recordingindustry distributorsin India. It was foundedonFebruary28,1936, as IndianPhonographicIndustry(IPI).Itisthe 2nd oldest music industry organizationinthe worldthatwasinvolved inprotectingcopyrights of musicproducers and supportinggrowthof musicentertainmentindustry. The song industrycontinuouslyincreasinginIndia.The songindustryvalue in2007 is7.4 billonRs and expectedto23 billionRstill 2023. In thisdynamic worldthe songindustryalsoincreasesvery rapidlysothat there isalsoto do some researchonthat so that it worksveryeffective andefficient manner. About project In thisprojectI am onlyconsideredthe Qualitative feedbackandtoreduce the error we are only takenthe songsfrom the T-Serieschannel becauseof have same subscribersonthischannel.If we
- 2. 2 | P a g e take the songs fromthe differentchannels.The differentchannelhasdifferentsubscribersthathas not giventhe accurate result. I have alsotakenonlysongsthat has releasedwithinone yearbecause of if Itake the songfrom the last2-3 years, I can’t be determinedthe currenttrendandoldvideohaslarge viewsascomparedto currentlyreleasedsothatIhave make the window between 1monthto12 months. Why have I onlychosenT-Serieschannel? I have chosenonlyT-Serieschannelbecause itisnotonlythe largerchannel of Indiabutthe world. Apart fromthat T-Serieshasmore than60% marketcap of thisIndustryandhighestnumberof rights of songsthat’swhyI have chosenthat. Types of songs considered 1. Sad song(rim-Jim) 2. Bollywoodsongs(Bhuj the pride of India) 3. Rap song(Locca) 4. Haryanvi song Extraction of the data I have extractedthe data from tool commentextractor.com. Tool used: Lexalytics
- 3. 3 | P a g e Analytics Bhuj the pride of India 1 1 1 5 4 3 3 3 2 2 1 1 1 1 1 1 1 1 1 1 3 1 1 1 1 1 1 1 1 1 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% ❤ love top good beautiful luck supporting favourite friends super the best great 💔 🥰 jb
- 4. 4 | P a g e 6% 66% 28% Bollywood song negative neutral positive Phrase negative neutral positive Grand Total ❤ 5 5 nice 4 1 5 love 3 3 best 3 3 top 3 3 heart 3 3 good 2 2 hearts 2 2 beautiful 1 1 poor 1 1 luck 1 1 happy 1 1 supporting 1 1 bless 1 1 favourite 1 1 verynice 1 1 friends 1 1 wonderful 1 1 super 1 1 � 1 1 the best 1 1 congratulations 1 1 great 1 1 kissing 1 1 💔 1 1 hundred 1 1 � 1 1 improve 1 1 jb 1 1 Grand Total 3 31 13 47
- 5. 5 | P a g e Rap song Phrase negative neutral positive Grand Total happy 6 2 8 love 4 4 ❤ 3 1 4 best 3 3 good job 2 2 masterpiece 1 1 2 kissing 1 1 � 1 1 lovely 1 1 awesome 1 1 drunk 1 1 lover 1 1 funny 1 1 afraid 1 1 good 1 1 popper 1 1 nice 1 1 outstanding 1 1 perfection 1 1 heart 1 1 superb 1 1 hero 1 1 � 1 1 hugging 1 1 kills 1 1 Grand Total 1 24 17 42
- 6. 6 | P a g e 2% 57% 41% Rap song negative neutral positive
- 7. 7 | P a g e Sad song 9 7 5 3 3 3 2 7 3 2 2 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% happy love nice kissing very nice best good lovely great amazing very much
- 8. 8 | P a g e Phrase negative neutral positive Grand Total happy 9 9 love 7 7 nice 7 7 kissing 5 5 verynice 3 3 best 3 3 good 3 3 lovely 3 3 great 2 2 amazing 2 2 verymuch 2 2 Grand Total 32 14 46 0% 70% 30% Sad song negative neutral positive
- 9. 9 | P a g e Haryanvi song 1 1 1 5 4 3 3 3 2 2 1 1 1 1 1 1 1 1 1 1 3 1 1 1 1 1 1 1 1 1 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% ❤ nice love best top heart good hearts beautiful poor luck happy supporting bless favourite very nice friends wonderful super 🥰 the best congratulations great kissing 💔 hundred 🥰 improve jb
- 10. 10 | P a g e Phrase negative neutral positive Grand Total ❤ 5 5 nice 4 1 5 love 3 3 best 3 3 top 3 3 heart 3 3 good 2 2 hearts 2 2 beautiful 1 1 poor 1 1 luck 1 1 happy 1 1 supporting 1 1 bless 1 1 favourite 1 1 verynice 1 1 friends 1 1 wonderful 1 1 super 1 1 � 1 1 the best 1 1 congratulations 1 1 great 1 1 kissing 1 1 💔 1 1 hundred 1 1 � 1 1 improve 1 1 jb 1 1 Grand Total 3 31 13 47 6% 66% 28% Haryanvi song negative neutral positive
- 11. 11 | P a g e Interpretation Haryanvi song Rap song Sad song Bollywoodsong Positive 28% 41% 30% 28% Negative 6% 2% 0% 6% neutral 66% 57% 70% 66% Conclusion: The channel shouldinvest more in rap songsthan the other genressongs. The channel shouldlessinvest in Haryanvi songs The Haryanvi song and Bollywoodsong almost same in trending. Investmentpriority:Rap songs> sad songs> Bollywoodsongs>Haryanvi songs 0% 10% 20% 30% 40% 50% 60% 70% 80% Haryanvi song Rap song Sad song Bollywood song Comparison Positive Negative Neutral