dashboard files (still need to add one for f1 score

dashboard1.txt

+Sentence,Sentence Sentiment,Positive,Neutral,Negative
+"These artificial intelligence systems can be rather simple or very sophisticated, but they share a common trait: They are set to automatically produce content following a specific political agenda determined by their controllers, who are nearly impossible to identify.","neutral",0.01,0.60,0.39
+"These bots have affected the online discussion around the presidential election, including leading topics and how online activity was perceived by the media and the public.","neutral",0.01,0.82,0.17
+"When advancements in one domain enable progress in another, and vice versa.","neutral",0.02,0.97,0.00
+"Both digital technology and the natural world provide scaffolding for each other, furthering shared breakthroughs and a coevolution.","neutral",0.06,0.93,0.01
+"Examples include new understanding of how brains work, inspiring the development of neural networks;","neutral",0.22,0.76,0.01
+"and artificial intelligence (AI) finding patterns in gene sequences that build our understanding of what genes do.","neutral",0.07,0.92,0.01
+"With new biodigital innovations, these constraints may no longer shape agricultural productivity in the future.","neutral",0.01,0.93,0.06
+"Lab-grown meat technology37 could be located anywhere, as can vertical farming where artificial intelligence (AI) oversees38 gene-edited crops grown in precisely controlled environments.","neutral",0.01,0.98,0.00
+"With adaptive testing, artificial intelligence automatically and constantly optimizes your website for you.","neutral",0.05,0.94,0.01
+"For example, if you're reviewing four versions of the same web page, HubSpot will split the audience evenly and display the different options randomly.","neutral",0.01,0.98,0.01
+"As more results begin to appear, artificial intelligence will automatically distribute traffic to show the versions that are better accepted by users.","neutral",0.24,0.74,0.02
+"This way, you avoid having to wait for the end of the test to make a decision.","neutral",0.02,0.95,0.04
+"It is a supervised machine learning algorithm which mimics our human brain and it is foundation for Artificial Intelligence and Deep Learning.Artificial intelligence is no longer a dream of the future in medicine.","negative",0.15,0.33,0.53
+"Many studies and initial application examples show that it sometimes achieves better results than human physicians.","neutral",0.20,0.76,0.05
+"At Jena University Hospital, the work with AI is already lived practice.","neutral",0.04,0.96,0.01
+"It is the first institution in the world to use algorithms in radiological routine to reconstruct CT images.","neutral",0.04,0.95,0.01
+"In modern medicine, especially in the field of imaging, huge amounts of data are produced  so much that radiologists can hardly keep up with diagnosing the images.","negative",0.01,0.36,0.62
+"Artificial Intelligence could be the solution to this problem.","negative",0.04,0.37,0.59
+"But how exactly can it help in this task?","neutral",0.09,0.84,0.07
+"How can man and machine work together?","neutral",0.02,0.97,0.01
+"And what else will be possible in the future with the support of intelligent systems?","neutral",0.31,0.66,0.03
+"More patients, more examinations, more CT images  in radiology there is too much work for too few physicians.","neutral",0.02,0.54,0.44
+"CT scans are evaluated in the shortest possible time, which leads to anomalies being overlooked.","negative",0.01,0.39,0.60
+"Artificial intelligence, on the other hand, works with constant speed and performance, which is why radiological routine increasingly relies on its support.","neutral",0.15,0.83,0.01
+"The present study aimed to evaluate the performance of a Faster Region-based Convolutional Neural Network (R-CNN) algorithm for tooth detection and numbering on periapical images.","neutral",0.01,0.98,0.01
+"The data sets of 1686 randomly selected periapical radiographs of patients were collected retrospectively.","neutral",0.01,0.99,0.01
+"A pre-trained model (GoogLeNet Inception v3 CNN) was employed for pre-processing, and transfer learning techniques were applied for data set training.","neutral",0.01,0.99,0.00
+"The algorithm consisted of: (1) the Jaw classification model, (2) Region detection models, and (3) the Final algorithm using all models.","neutral",0.01,0.99,0.00
+"Finally, an analysis of the latest model has been integrated alongside the others.","neutral",0.01,0.99,0.01
+"The sensitivity, precision, true-positive rate, and false-positive/ negative rate were computed to analyze the performance of the algorithm using a confusion matrix.","negative",0.00,0.04,0.95
+"An artificial intelligence algorithm (CranioCatch, Eskisehir-Turkey) was designed based on R-CNN inception architecture to automatically detect and number the teeth on periapical images.","neutral",0.01,0.98,0.01
+"Of 864 teeth in 156 periapical radiographs, 668 were correctly numbered in the test data set.","neutral",0.01,0.98,0.00
+"The F1 score, precision, and sensitivity were 0.8720, 0.7812, and 0.9867, respectively.","neutral",0.01,0.99,0.01
+"Conclusion: The study demonstrated the potential accuracy and efficiency of the CNN algorithm for detecting and numbering teeth.","neutral",0.11,0.87,0.02
+"The deep learning-based methods can help clinicians reduce workloads, improve dental records, and reduce turnaround time for urgent cases.","neutral",0.21,0.78,0.01
+"This architecture might also contribute to forensic science.","neutral",0.06,0.94,0.01
\ No newline at end of file

dashboard2.txt

+Sentence,Sentence Sentiment,Positive,Neutral,Negative
+"AI-based video recommendations: Kuaishou uses artificial intelligence algorithms to recommend videos to users based on their viewing history.","neutral",0.02,0.98,0.01
+"This feature helps users to discover new and exciting content that they might not have otherwise come across.","positive",0.58,0.41,0.02
+"Artificial Intelligence (AI) has been making waves in various industries and has been revolutionizing the way we live and work.","neutral",0.08,0.91,0.01
+"In recent years, AI has not only made astonishing progress in the working world but also produced some unusual creations such as generating rap songs and poemsThe buzz around artificial intelligence (AI) has shot up ever since ChatGPT made a strong entry to the field, with the technology constantly evolving.","neutral",0.47,0.51,0.02
+"There are 45,000 artificial intelligence job openings in India, as per a report released by TeamLease Digital.Digital marketing is changing all the time.","neutral",0.09,0.89,0.03
+"Some of these are micro-moments, artificial intelligence (AI), video, augmented reality, and more.","neutral",0.02,0.97,0.01
+"In the fast-paced, data-driven world of today, micro-moments are very important for digital marketing.","neutral",0.04,0.94,0.02
+"Artificial Intelligence (AI) has rapidly evolved in recent years, and has begun to make its way into mobile devices.","neutral",0.04,0.94,0.01
+"There were scientists in the sixties who predicted real artificial intelligence.","neutral",0.08,0.90,0.02
+"Now computer power and software are so far that this can slowly become reality.","neutral",0.01,0.91,0.08
+"Where in the past the limitation was in the hardware.","neutral",0.00,0.97,0.03
+"It is important to gain insight into the way in which updated knowledge can be used quickly and efficiently.","neutral",0.42,0.57,0.01
+"It uses innovative Artificial Intelligence to instantly convert your scripts into short videos that are easy for audiences to soak up and understand.","neutral",0.35,0.64,0.01
+"It even permits you to include voiceovers and captions.","neutral",0.01,0.99,0.00
+"Its effective artificial intelligence innovation will help you turn your post into video content that your audience will love to share and see.","positive",0.82,0.17,0.01
+"If you want to experiment with the software application for yourself, there is a totally free trial that will enable you to create three 10-minute long videos.","neutral",0.15,0.84,0.01
+"Artificial intelligence breakthrough could cut energy costs in materials production.","neutral",0.06,0.92,0.02
+"Accenture predicts artificial intelligence-infused workflows can boost productivity by up to 40%an attractive statistic for anyone looking to get more out of their existing workforce.","positive",0.61,0.38,0.01
+"Robust and well-developed ML algorithms are the core of any artificial intelligence (AI).","positive",0.55,0.44,0.01
+"They are the foundation of any smart machine intelligence as they teach it how to collect data, how to improve its strategies, and how to increase its efficiency over time.Organizations looking to increase sales or service productivity may adopt chatbots for time savings and efficiency, as artificial intelligence (AI) chatbots can converse with users and answer recurring questions.","neutral",0.20,0.78,0.01

dashboard3.txt

+Sentence,Sentence Sentiment,Positive,Neutral,Negative
+"This is why a group of over 60 evangelical leaders, including Russell Moore, Jackie Hill Perry, J. D. Greear, and Richard Mouw, have signed a new statement of principles on AI this week in Washington, DC.","neutral",0.18,0.80,0.02
+"The project was organized by the Ethics and Religious Liberty Commission of the Southern Baptist Convention to help the church navigate the issues surrounding AI with wisdom and hope proactively rather than responding to them after the effects are widespread.","neutral",0.26,0.70,0.04
+"AI tools and their limitless potential can be at odds with a belief in human dignity based in the image of God.","neutral",0.15,0.60,0.26
+"To be clear, these tools lack a moral sense.","negative",0.01,0.15,0.84
+"However, individuals can use and develop them in ways that demean and oppress other human beings.","neutral",0.02,0.55,0.42
+"Furthermore, the use of technology doesnt always lead to a dystopian future as some futurists predict.","negative",0.02,0.38,0.60
+"These same tools can be used in righteous ways that can give a voice to the voiceless and help set captives free.","positive",0.65,0.34,0.02
+"Along with other nations, China has been involved in controversial uses of technology and artificial intelligence for many years, such as the use of a massive surveillance network to control what their people can see and share online.","neutral",0.01,0.81,0.18
+"There is a belief amongst finance people that expansive specialists can be easily replaced by robots and artificial intelligence.","positive",0.53,0.45,0.02
+"Artificial intelligence suffers from some human flaws.","negative",0.01,0.13,0.86
+"However, Machine Learning (ML) projects, and more broadly Artificial Intelligence projects, often face upstream and more basic hurdles which relate to the underlying data sets.","neutral",0.01,0.66,0.32
+"Accessing and understanding them and the related technical complexities are among the things which are very much Big Data challenges.","neutral",0.02,0.58,0.40
+"In your search for a financial advisor, you may have come across robo-advisors.","neutral",0.01,0.98,0.02
+"They are typically low-cost, automated financial advisors who can give you financial advice online.","neutral",0.02,0.97,0.01
+"Robo-advisors use a fully computerized investment process by utilizing complex artificial intelligence algorithms to study the market and advise you on which securities to invest in.","neutral",0.03,0.96,0.01
+"This automated system may sound fool-proof, but there are many drawbacks.","negative",0.01,0.18,0.81
+"After passing it through an artificial intelligence (AI) algorithm, it identifies abnormal cells and also underlines parts of these abnormal proteins which could initiate an immune response.","neutral",0.01,0.59,0.40
+"AI can already perform many tasks traditionally assigned to PR professionals and with time it will get better and be able to more things.","positive",0.51,0.47,0.02
+"AI, however, is not AGI  Artificial General Intelligence  and that separates the machines and code from humans.","neutral",0.01,0.94,0.05
+"AI can better when doing specific tasks but you still need AGI to pull disparate facts, impressions and nuanced information together to come up with creative ideas or plain solid advice.","positive",0.75,0.19,0.06
+"We live in an exciting time of big data and machine learning (or artificial intelligence) and have embraced these in our quest to provide the information required for decision makers to best guide management and conservation efforts.","positive",0.81,0.18,0.02
+"Given these trends, we recommend advertisers invest in artificial intelligence, consumer research and visual media to provide incremental growth and meaningful access to changing buyers journeys.","neutral",0.44,0.54,0.01
+"Artificial Intelligence Examines ECGs Results.","neutral",0.02,0.97,0.01
+"It Predicts Irregular Heartbeat and Death Risk.As technology evolves, industries such as online casinos adopt artificial intelligence (AI) and machine learning to enhance operations.","neutral",0.04,0.67,0.29

dashboard4.txt

+Sentence,Sentence Sentiment,Positive,Neutral,Negative
+"Walmart is opening the funnel to hire people from nontraditional backgrounds, while also shifting how it uses people at stores and in other parts of the company, as it incorporates artificial intelligence.","neutral",0.03,0.95,0.02
+"I mean specialized computer chips that are designed to accelerate artificial intelligence or machine learning applications.","neutral",0.03,0.96,0.01
+"The reason why such AI chips exist is that machine learning involves certain types of computations that are rather slow on standard CPUs.Computer vision is a rapidly growing technology that takes visual inputs from sources, such as images or videos, and analyzes them using algorithms, machine learning and artificial intelligence.","neutral",0.02,0.89,0.09
+"The analysis becomes important data to help other systems make decisions.","neutral",0.23,0.76,0.01
+"From artificial intelligence and data mining to social media and dating apps, tech has touched our lives on every level.","neutral",0.06,0.93,0.02
+"Maybe the films about artificial intelligence that were made in the last 5 years might outnumber to those were made before that for centuries.","neutral",0.05,0.93,0.02
+"Especially there are lots of B movies on this theme and some of them surpassed the film critics and the film fanatics' expectations.","negative",0.06,0.25,0.68
+"I mean the film characters recognising the AI as one of us which leads to a major disaster.","negative",0.01,0.03,0.97
+"Sets in the future, when the Chinese aggression towards the Taiwan made the west, especially Britain to counteract them in the region, they decide to build a most advanced AI.","negative",0.02,0.48,0.49
+"It led nowhere, but the same crumble and a conflict between the man and the machine.","negative",0.01,0.09,0.91
+"Going advance like what AIs can do in the field than the initiation programmes which is too old for now and onwards.","neutral",0.09,0.49,0.42
+"Doctors forbidden from using artificial intelligence amid patient confidentiality concernsLitemax develops an embedded artificial intelligence application platform for AI edge computing to meet client vertical market applications and various needs and solve the changing challenges of the operating environment.","neutral",0.02,0.91,0.08
+"In response to the increasing demand for AI computing, computer vision, deep learning, edge computing, etc., Litemax offers a series of fanless BOX PC with Intel Edge Computing and NVIDIA Jetson Nano to effectively improve the cooling performance of fanless systems.","neutral",0.05,0.94,0.01
+"Field applications can smoothly provide powerful computing performance, support high-level AI computing chips, and provide a solution platform for a variety of application scenarios to integrate software and hardware to create more flexible and better vertical functions.","neutral",0.21,0.78,0.01
+"Simplify the manpower required for the client to invest in AI system integration.","neutral",0.32,0.67,0.01
+"In my most recent research, I have grappled with a range of problems connected with the ethical foundations of politics and Artificial Intelligence (AI), including problems pertaining to just war theory and autonomous weapons systems, theories of justice, sovereignty and political authority, and the changing character of political representation in the age of globalization.","negative",0.01,0.10,0.89
+"My current research still broadly focuses on the relationship between religion and politics but is more devoted to the study of the ethical and political challenges posed by Artificial Intelligence (AI) and to the transfers of meanings and narratives that take place between specific religious and political spheres and concepts (e.g., sovereignty, authority, representation).","neutral",0.03,0.57,0.40
\ No newline at end of file

dashboard5.txt

+Sentence,Sentence Sentiment,Positive,Neutral,Negative
+"Its a advanced artificial intelligence (AI) system thats been honed and surpassed constantly for many years, developed by linguists and designers who developed algorithms to discover patterns of great writing.","positive",0.66,0.32,0.01
+"Indeed, according to a report written for the NATO Parliamentary Assembly, Big Data is the most significant strategic national resource in the future and the object of a geo-economic and geo-political fight to secure global economic and technological leadership.","neutral",0.11,0.66,0.23
+"The Digital Silk Road is slated to play a role in this struggle and, in this way as well, constitutes a strategic challenge for the West both in security and in commercial terms.","neutral",0.06,0.51,0.43
+"This contest is all the more decisive since its future technological backbone in artificial intelligence could cause twice as much workforce displacement in the services sector between 2020 and 2040 as the industrial revolution caused for agricultural workers between 1900 and 1940, according to a special report to the Biden administration.","neutral",0.17,0.60,0.23
+"Sarahs anger is also directed at the interference of artificial intelligence in our lives  and in the play  and she eventually insults the AI that provides live transcripts of what the characters are saying, and which slowly emerges as the fourth voice on stage.","negative",0.00,0.03,0.97
+"When Sarah brings up HAL, the computer from 2001.","neutral",0.01,0.99,0.00
+"A Space Odyssey that kills the passengers of the spaceship, the artificial intelligence charmingly disarms her by pointing out that science fiction around AI is limited by human imagination, which usually tells stories of doom or amorous encounters.","negative",0.08,0.37,0.55
+"As the audience laughs, the AI, whose smooth voice and perfect articulation clashes with those of the performers, marks a victory.","positive",0.76,0.20,0.04
+"When artificial intelligence overtakes human intelligence, how will people be treated?","neutral",0.03,0.93,0.05
+"Whereas the performers regularly disagree, Scott has a perfectly harmonious relationship with Siri, even taking private time-outs to talk to her (or it) when hes upset.","negative",0.04,0.25,0.71
+"In one of the conversations, Siri affirms that after the many years theyve spent together, Scott and her know each other very well.","neutral",0.36,0.60,0.04
+"Given the dissymmetry between the kind and depth of information our machines accumulate about us and the little knowledge the users really have about how a system such as Siri functions, the inclusive we is outright manipulative.","neutral",0.02,0.57,0.41
+"And yet, it seemed so natural that I am only able to pinpoint why I felt a sense of unease in retrospect.","negative",0.09,0.29,0.62
+"Its not only the inclusive we that is problematic.","negative",0.00,0.04,0.96
+"The friendly warm voices and perfect articulation of the plays AIs  which are only slightly better than whats currently on the market  sound not only more flawless, but also more warm and thus humane than most humans do.","positive",0.98,0.01,0.00
+"The explosion of data we are seeing globally is driving advancements in Artificial Intelligence creating unforeseen opportunities especially for Insurers where AI will revolutionise the Industry.","neutral",0.29,0.67,0.04
\ No newline at end of file

overallsentiment.txt

+Document Number,Document Sentiment,Positive,Neutral,Negative
+1,"negative",0.04,0.30,0.66
+2,"positive",0.64,0.35,0.01
+3,"mixed",0.37,0.27,0.36
+4,"negative",0.04,0.18,0.78
+5,"mixed",0.33,0.19,0.48