date_time stringlengths 8 10 | record_id stringclasses 1
value | text stringlengths 131 2.51k |
|---|---|---|
9/29/1997 | US | search results:
fact: There is no direct information about Public Health and FLU in the provided search results. However, there are some mentions of infectious diseases and vaccines.
pred: NA (no relevant information found);NA (no relevant information found)
report results:
fact: N/A
pred: N/A |
10/6/1997 | US | search results:
fact: The age-adjusted death rates for mortality attributed to human immunodeficiency virus (HIV) infection declined by approximately 26% in 1996 in the United States.
pred: In the next few months, there may be a greater focus on developing strategies to eliminate transmission of infectious diseases, su... |
10/13/1997 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
Virus-specific CD8+ cytotoxic T lymphocytes (CTLs) are key effectors of virus clearance in mice infected with influenza.
Influenza activity was reported in the United States during the 1997-98 season.
Influenza virus can be handled in lab... |
10/20/1997 | US | search results:
fact: The Biosafety level 2 is known in the United States.
pred: In the long-term, we can expect the development of effective vaccines and treatments for influenza virus infections, potentially leading to improved public health outcomes.
Note: The information provided is limited, and most of the searc... |
10/27/1997 | US | search results:
fact: In 1997, American Indians in Nebraska reported a lower rate of flu vaccination compared to the general population in the United States.
pred: In the long-term, increased awareness and education about the importance of flu vaccination, as well as improved access to vaccines, may lead to higher vacc... |
11/3/1997 | US | search results:
fact: In the United States, cardiovascular disease was the leading cause of death in the 20th century, and influenza was a major contributor to this mortality rate.
pred: In the long-term, it is likely that public health authorities will continue to develop and refine strategies for preventing and respo... |
11/10/1997 | US | search results:
fact: The World Health Organization (WHO) aims to detect influenza epidemics early to assist in the response.
pred: In the next few months, we can expect the implementation of new influenza vaccines and diagnostic tools, potentially leading to improved public health outcomes and reduced influenza-relate... |
11/17/1997 | US | search results:
fact: The causes of infection are usually influenza virus.
pred: NA;NA
report results:
fact: N/A
pred: N/A |
11/24/1997 | US | search results:
fact: Influenza virus can spread through contaminated fomites, surfaces, toys, and utensils in child care environments.
pred: In the next few months, the risk of influenza outbreaks in child care settings may decrease as infection control measures are put in place and the virus naturally subsides, but c... |
12/1/1997 | US | search results:
fact: Influenza virus infection is controlled in CD4-depleted mice by CD8+ T cells through perforin or Fas-dependent mechanisms.
pred: In the long term, research into the mechanisms of influenza infection and the development of effective control measures, such as vaccines and treatments, may lead to a r... |
12/8/1997 | US | search results:
fact: The United States has seen an increase in tuberculosis incidence over the last decades, associated with human immunodeficiency virus (HIV) infection.
pred: In the long-term, it is possible that new vaccines or treatments may be developed to combat these diseases, and public health infrastructure m... |
12/15/1997 | US | search results:
fact: The incidence of croup, a common manifestation of respiratory tract infection in children, is associated with human parainfluenza and influenza viruses.
pred: In the next few months, it is likely that the development and distribution of effective vaccines, such as the influenza vaccine, will play ... |
12/22/1997 | US | search results:
fact: The influenza epidemic took many more lives in the United States during the Great War.
pred: NA;NA
report results:
fact: N/A
pred: N/A |
12/29/1997 | US | search results:
fact: Influenza immunization rates among non-elderly persons at high-risk for influenza are far below target levels in the United States.
pred: In the next few months, it is possible that the influenza season will peak, and the demand for influenza vaccines will increase. Public health authorities may n... |
1/5/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
The publication types of a research article on AIDS and infectious disease death in HIV patients include Research Support, U.S. Gov't, P.H.S.
Aerosol generating procedures are associated with influenza infection
Pneumococcal vaccine, infl... |
1/12/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
Influenza virus infection can cause disease after vaccination (Source: www.ncbi.nlm.nih.gov).
The 1918 influenza project was initiated to optimize techniques for studying the virus (Source: www.pbs.org).
Vaccine response may be lower in imm... |
1/19/1998 | US | search results:
fact: The Centers for Disease Control and Prevention (CDC) discussed the new strain of influenza on January 24, 1998.
pred: In the next few months, it is possible that the poultry industry will come under increased scrutiny for its role in environmental degradation and its potential impact on public hea... |
1/26/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
Site-specific mutations have been made in the influenza hemagglutinin receptor to study its binding properties.
Randomised placebo-controlled crossover trial on the effect of inactivated influenza vaccine on pulmonary function in asthma w... |
2/2/1998 | US | search results:
fact: The mean pattern observed suggests that influenza virus infection may occur in cases of influenza, and it has been observed during epidemics in the United States from 1970-78.
pred: In the long-term future, it is possible that better flu vaccines will be developed, leading to improved public healt... |
2/9/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
Research on influenza virus infections, vaccines, and treatments has been conducted, with funding from the US government and NIH.
pred: Predictions you can make for the long-term future (next few months):
Continued research and developmen... |
2/16/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation: In 1998, there was a widespread epidemic of influenza in the USA, and an increase in influenza virus isolates in Canada.
pred: Predictions you can make for the long-term future (next few months): NA;Predictions you can make for the short-te... |
2/23/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
In 1998, the CDC reported on emerging infectious diseases in the United States, including influenza and hantavirus pulmonary syndrome.
pred: Predictions you can make for the long-term future (next few months):
NA (The provided information ... |
3/2/1998 | US | search results:
fact: The Indiana Board of Health issued an order banning all public gatherings in the state until October 20, 1998, due to an influenza epidemic.
pred: NA;NA
report results:
fact: N/A
pred: N/A |
3/9/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
GS 4071, a carbocyclic transition-state analog inhibitor of the influenza virus neuraminidase, has potent inhibitory activity . Influenza vaccination and Dehydroepiandrosterone Sulfate treatment can protect from influenza infection .
pred: ... |
3/16/1998 | US | search results:
fact: The World Health Report 1998 states that 350 million people are chronic carriers of the Hepatitis B virus.
pred: NA;NA
report results:
fact: N/A
pred: N/A |
3/23/1998 | US | search results:
fact: The Equine Influenza Virus (EIV) is endemic in the United States and has reported increased outbreaks not only in North America but also in Europe.
pred: In the long-term, the development and implementation of effective vaccines may be necessary to control and prevent EIV outbreaks, especially in ... |
3/30/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
The highly pathogenic avian influenza A(H5N1) is a concern.
Human Lung Surfactant Protein A exists in several different forms and can be affected by influenza virus infection.
Avian influenza viruses are specified animal pathogens.
pred: ... |
4/6/1998 | US | search results:
fact: The Haematological changes associated with influenza vaccination in older adults were studied, and no significant changes were found in blood counts before and after vaccination.
pred: In the next few months, it is possible that new guidelines or recommendations will be issued regarding Vitamin C ... |
4/13/1998 | US | search results:
fact: The influenza A virus is a common cause of respiratory tract infections in the southwestern United States.
pred: In the long-term future (next few months), it is possible that new strains of influenza and other infectious diseases may emerge, potentially leading to outbreaks and epidemics.
Note:... |
4/20/1998 | US | search results:
fact: The influenza was unknown in the United States until it was introduced from outside.
pred: NA;NA
report results:
fact: N/A
pred: N/A |
4/27/1998 | US | search results:
fact: The 1918 flu pandemic infected 28% of people in the United States, killing 675,000 Americans, and more than 20 million people worldwide.
pred: In the long term, research into the mechanisms of protection against influenza may lead to the development of more effective vaccines and treatments, poten... |
5/4/1998 | US | search results:
fact: Epiglottitis is a serious, life-threatening infection caused by a bacterial (Haemophilus influenza) infection, leading to inflammation of the epiglottis.
pred: NA;NA
report results:
fact: N/A
pred: N/A |
5/11/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
In 1998, research was conducted on rimantadine treatment for influenza A infection in adults . Influenza activity was reported in the United States in March 1998 .
pred: Predictions you can make for the long-term future (next few months):
I... |
5/18/1998 | US | search results:
fact: The 1919 influenza epidemic was a significant event in history, and the Exhibition Building in Melbourne was used as a hospital for patients infected with influenza virus during that time.
pred: The historical significance of the 1919 influenza epidemic highlights the importance of preparedness an... |
5/25/1998 | US | search results:
fact: The influenza pandemic in 1918 is mentioned as a historical event that affected Matilda "Tillie" Bascom's life.
pred: In the long term, the development of effective treatments and vaccines for influenza may continue to be a priority, with a potential shift towards more personalized and targeted ap... |
6/1/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
In the United States, the percentage of nosocomial infections with MDR enterococci has increased.
In the United States, pneumonia and influenza resulted in 81,473 deaths in 1998.
Campylobacter jejuni infections affect approximately 1% of... |
6/8/1998 | US | search results:
fact: nan
pred: NA
As the search results do not contain any useful information about Public Health and FLU, it is not possible to provide objective facts, insights, analysis, or predictions about the topic.;NA
report results:
fact: N/A
pred: N/A |
6/15/1998 | US | search results:
fact: The NS1 protein of influenza A virus interacts with the cellular 30 kDa subunit
pred: In the next few months, it is possible that new vaccination strategies, such as the use of recombinant vesicular stomatitis virus, may become more widely available, leading to improved influenza prevention and co... |
6/22/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
Cold-related mortalities are a concern, especially among the elderly, with winter infections and death from cardiovascular disease being a significant risk.
pred: Predictions for the long-term future (next few months):
Long-term predictions... |
6/29/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
The CDC has established case definitions for infectious conditions under public health surveillance, including influenza virus infections.
Influenza virus infections can be treated with specific antiviral drugs.
Vitamin A has been shown ... |
7/6/1998 | US | search results:
fact: The birds must be tested to ensure they are free of exotic Newcastle disease and pathogenic avian influenza during the 30-day U.S. quarantine.
pred: In the long-term future, it is possible that research efforts will lead to the development of new treatments or vaccines for infectious diseases, whi... |
7/13/1998 | US | search results:
fact: The 1998 summer outbreaks of influenza A were reported among tourists in the United States and Canada, with no evidence of increased respiratory disease activity.
pred: In the next few months, public health authorities should prioritize vaccination campaigns and education efforts to promote influe... |
7/20/1998 | US | search results:
fact: The incidence of influenza infection was reported in two separate instances, with 33 subjects affected in the second year of a study on Lyme disease vaccination , and Dr. Millard, a secretary and treasurer of the State Board of Sheep Commissioners, died from influenza on July 26, 1998 .
pred: NA;N... |
7/27/1998 | US | search results:
fact: Influenza occurs at any time of the year in the tropics and during the winter months in the United States.
pred: As there is no indication of a significant outbreak or crisis, it is likely that public health efforts will continue to focus on general prevention and education, rather than responding... |
8/3/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
In 1998, there were outbreaks of hand, foot, and mouth disease in the United States, and influenza A infection was suspected to be a cause of many illnesses.
In 1998, there were reports of influenza-like illnesses in New South Wales, Aust... |
8/10/1998 | US | search results:
fact: Long-distance live animal transport has been blamed for the spread of swine flu viruses in the United States.
pred: In the long-term, it is possible that increased awareness and implementation of biosecurity measures in the agriculture industry will help reduce the spread of swine flu viruses.
N... |
8/17/1998 | US | search results:
fact: The 1918 flu virus is being searched for in the Norwegian Permafrost.
pred: In the next few months, it is possible that new information about the influenza virus will be discovered, which could lead to a better understanding of the virus and its potential threats to public health.;In the next 1-4 ... |
8/24/1998 | US | search results:
fact: The articles mention HBV infection, influenza, measles, mumps, rubella, HIV, and shikimic acid biosynthesis pathway for anti-influenza development.
pred: In the long-term, the development of effective anti-influenza treatments could lead to a reduction in the spread and impact of flu outbreaks, im... |
8/31/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
In 1998, there were concerns about emerging zoonoses, including H5N1 influenza in chickens and humans in the United States and the United Kingdom.
In 1998, research was conducted on the molecular basis for the generation of influenza A vir... |
9/7/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
A new and virulent strain of influenza in Hong Kong raised fears of a global pandemic in 1998.
The CDC published a strategy for preventing emerging infectious diseases, including influenza, in the United States in 1998.
pred: Predictions ... |
9/14/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
Increased Interleukin-6 levels in nasal lavage samples are associated with influenza A virus infection and its symptomatology .
Influenza A virus hemagglutinin residues 226 and 228 play a role in the pathogenesis of influenza A virus infec... |
9/21/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
Influenza epidemics occur in the winter months in the United States.
Urinary tract infections are a concern in long-stay residents in nursing homes.
Influenza and pneumococci are diseases of the respiratory tract.
pred: Predictions you ca... |
9/28/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
There was a significant finding of a four-fold rise in the antibody titre to influenza B virus in a patient in 1998.
Influenza was listed as one of the recommended vaccines by the Georgia Department of Public Health in 1998.
pred: Predict... |
10/5/1998 | US | search results:
fact: The age-adjusted death rate for the United States dropped from 577.0 per 100,000 U.S. standard population to 503.9 in 1998.
pred: It is possible that the mortality rates for influenza and pneumonia may continue to fluctuate in the long-term future, depending on various factors such as vaccine deve... |
10/12/1998 | US | search results:
fact: In the U.S., 5000 people die each year from HBV, and death from chronic liver disease occurs in 15-25% of chronically infected persons.
pred: In the long-term, it is predicted that continued efforts to promote vaccination and improve infection control practices will be necessary to reduce the inci... |
10/19/1998 | US | search results:
fact: Influenza A virus can be cleared rapidly through interferon gamma-dependent mechanisms, which involve the expression of nitric oxide synthase 2 (NOS2) that limits viral growth.
pred: In the long-term, it is possible that new therapeutic strategies will be developed to prevent and treat influenza v... |
10/26/1998 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
There is an emerging threat of antibiotic-resistant gonorrhea (ARGC) that can undermine recommended therapy . Influenza virus infection has been studied, and research has shown that Bcl-2 overexpression has an antiviral effect during influe... |
11/2/1998 | US | search results:
fact: The 1918 influenza epidemic was first reported in the United States in March 1918 in Haskell County, Kansas.
pred: NA;NA
report results:
fact: N/A
pred: N/A |
11/9/1998 | US | search results:
fact: The United States spent $74.5 million in 1992 for all infectious disease surveillance through the public health system.
pred: In the long-term, it is possible that the US will experience another pandemic, which could have significant mortality and morbidity impacts if the public health system is n... |
11/16/1998 | US | search results:
fact: The pandemic potential of influenza A (H5N1) viruses remains unknown, and no cases of H5N1 infection were reported in the United States in 1997.
pred: NA;NA
report results:
fact: N/A
pred: N/A |
11/23/1998 | US | search results:
fact: nan
pred: NA
If you could provide more relevant search results, I would be happy to assist you in summarizing the information and making predictions about Public Health and FLU.;NA
report results:
fact: N/A
pred: N/A |
11/30/1998 | US | search results:
fact: The influenza outbreak in Hong Kong was successfully controlled in 1998.
pred: In the long-term, continued research and development of vaccines and treatments for influenza and other infectious diseases will be crucial in protecting public health.
Note: The provided search results did not yield ... |
12/7/1998 | US | search results:
fact: The Coggins Test is a blood test for equine infectious anemia conducted in a laboratory approved by the United States Department of Agriculture.
pred: In the long-term future, it is possible that there will be advancements in the prevention and treatment of influenza and other infectious diseases,... |
12/14/1998 | US | search results:
fact: The influenza A/HongKong/156/97 (H5N1) virus was characterized in a study published in 1998 .
pred: nan
report results:
fact: N/A
pred: N/A |
12/21/1998 | US | search results:
fact: The FDA approved a Lyme vaccine in 1998, with a caveat that those vaccinated should still take standard preventive measures against Lyme infection.
pred: Long-term predictions are unclear, but it is possible that new vaccines or treatments for infectious diseases will be developed and approved in ... |
12/28/1998 | US | search results:
fact: Influenza virus infection can elevate plasma concentrations of corticosterone and brain concentrations of MHPG.
pred: In the long-term, it is likely that research into the immune response to influenza virus infection will lead to the development of more effective treatments and prevention strategi... |
1/1/1999 | US | search results:
fact: N/A
pred: N/A
report results:
fact: nan
pred: NA
Please provide a different excerpt or report, and I will be happy to assist you in filtering and summarizing the useful information to make predictions about The proportion of flu patients to the total number of patients in the United Sta... |
1/4/1999 | US | search results:
fact: Pneumonia and influenza were responsible for the largest number of infectious disease deaths throughout the 20th century in the United States.
pred: In the long-term future (next few months), it is predicted that public health efforts will continue to focus on reducing the burden of infectious dis... |
1/11/1999 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
The respiratory tract T-cell response to influenza virus infection has novel features.
Respiratory syncytial virus and influenza A infections are associated with pneumonia among the elderly.
Influenza infection can occur in patients befor... |
1/18/1999 | US | search results:
fact: The 1998-99 influenza season in the United States saw an outbreak of influenza A infection in Alaska and the Yukon Territory in June-July 1998.
pred: In the long-term, it is possible that advances in understanding the influenza virus's behavior, such as its selection of ordered lipid domains durin... |
1/25/1999 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
In the United States, the annual costs of otitis media are significant, and influenzavirus infection affects older children more severely.
pred: Predictions you can make for the long-term future (next few months):
NA;Predictions you can mak... |
2/1/1999 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
Campylobacter jejuni is an emerging foodborne pathogen in the United States, and it can cause severe infections in patients infected with HIV.
pred: Predictions you can make for the long-term future (next few months):
NA;Predictions you c... |
2/8/1999 | US | search results:
fact: The Reckitt Benckiser plc Professional Lysol Disinfectant Spray can kill 99.9% of viruses and bacteria, including cold and flu viruses.
pred: In the next few months, it is possible that public awareness campaigns and disease surveillance efforts will intensify, leading to a decrease in the spread ... |
2/15/1999 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
The 1918 Spanish influenza pandemic killed over 20 million people, making it the worst infectious pandemic in history.
There were 4,992 new cancer cases and deaths in the United States for the year 1999 related to Liver Disease.
pred: Pre... |
2/22/1999 | US | search results:
fact: The influenza virus is a significant cause of mortality, with influenza and pneumonia being among the top 10 causes of death in Cuba.
pred: In the next few months, it is predicted that the development of vaccines and treatments for viral infections, such as the TC-83 vaccine, will be crucial in co... |
3/1/1999 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
The United States experiences a significant number of infections and hospitalizations due to enteroviruses, with 30,000 to 50,000 meningitis hospitalizations per year . Avian Influenza A(H5N1) Virus Clade 2.3.4.4b infections have been found... |
3/8/1999 | US | search results:
fact: The 1998-99 influenza season in the United States started on October 4, 1998, and ended on February 27, 1999.
pred: In the long term, continued research and development of effective influenza vaccines, as well as strategies to improve vaccine uptake, will be essential in reducing the burden of inf... |
3/15/1999 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
Research studies have been conducted on the relationship between psychological stress, cytokine production, and severity of upper respiratory tract infections, including influenza-like infections.
Influenza vaccines have been administered... |
3/22/1999 | US | search results:
fact: There is no objective fact related to Public Health and FLU in the provided search results. NA
pred: No predictions can be made for the long-term future due to the lack of relevant information. NA;No predictions can be made for the short-term future due to the lack of relevant information. NA
rep... |
3/29/1999 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
The Centers for Disease Control and Prevention (CDC) has identified vaccination, motor-vehicle safety, safer workplaces, control of infectious diseases, decline in deaths from coronary heart disease and stroke, and safer and healthier foods... |
4/5/1999 | US | search results:
fact: In 1999, a study was conducted on the coadministration of calcitriol with influenza vaccine, which suggests a potential role for vitamin D in influenza prevention.
pred: In the long term, research into the role of vitamin D and other prevention methods may lead to new strategies for combating infl... |
4/12/1999 | US | search results:
fact: The avian influenza A virus emerged in 1997 with 18 cases of human infection . Sporadic cases of swine influenza virus infection in humans have been detected in the US on several occasions, such as in Wisconsin in 1988 .
pred: In the long-term future, it is predicted that continued research and su... |
4/19/1999 | US | search results:
fact: There is no relevant information about Pulic Health and FLU in the provided search results. The search results appear to be unrelated to Pulic Health and FLU, discussing topics such as Staphylococcus aureus, Hand, Foot, and Mouth Disease, and factor H deficiency.
pred: NA;NA
report results:
f... |
4/26/1999 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
The Centers for Disease Control reported updates on acquired immunodeficiency syndrome (AIDS) in the United States in 1999 . Influenza antiviral shortages were reported by public health authorities in 1999 .
pred: Predictions you can make f... |
5/3/1999 | US | search results:
fact: Reye's syndrome is a severe neurologic disorder that usually develops after certain viral infections, such as chickenpox and influenza.
pred: In the long-term, continued research and development of vaccines and treatments for viral infections such as influenza and chickenpox may further reduce the... |
5/10/1999 | US | search results:
fact: In 1999, there were 555 cases of Reye's syndrome in the United States, which was linked to an influenza B viral infection.
pred: NA;NA
report results:
fact: N/A
pred: N/A |
5/17/1999 | US | search results:
fact: The LYSOL Deodorizing Cleaner can kill dangerous staph and strep germs, as well as Influenza.
pred: In the next few months, it is likely that public health efforts will focus on preventing and treating influenza and pneumonia, particularly in high-risk groups.;In the next 1-4 weeks, the spread of ... |
5/24/1999 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
Hemophilus influenza type B capsular is a relevant factor in infectious diseases.
Vaccines have real or perceived adverse effects, which is a concern in public health.
Influenza is a significant infectious disease, and vaccines are availa... |
5/31/1999 | US | search results:
fact: Influenza-like illness was reported as a symptom in several studies, including one on Lyme disease vaccine and another on Kawasaki disease.
pred: In the next few months, it is possible that the development of effective vaccines and diagnostic tools will continue to be a priority to combat respirat... |
6/7/1999 | US | search results:
fact: Influenza virus infection results in a dramatic shut-off of eukaryotic protein synthesis.
pred: In the next few months, there may be a need for increased public health measures to prevent the spread of influenza, such as vaccination campaigns and improved workplace safety protocols.
Note: The pr... |
6/14/1999 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
The United States government has official websites providing information on public health, including influenza and other respiratory tract infections.
pred: Predictions you can make for the long-term future (next few months):
NA;Predictions... |
6/21/1999 | US | search results:
fact: The people remembered diseases such as smallpox, measles, cholera, plague, influenza, and polio as major infectious diseases in the 20th century.
pred: In the long-term, it is essential to improve immunization coverage and sanitation facilities to reduce the incidence of infectious diseases, inclu... |
6/28/1999 | US | search results:
fact: In 1997, a total of 2,314,245 deaths were reported in the United States, with influenza and pneumonia being the 8th leading cause of death.
pred: In the next few months, it is possible that the influenza season will peak, leading to an increased demand for healthcare services and potential strain ... |
7/5/1999 | US | search results:
fact: The National Influenza Surveillance Scheme reported that influenza peaked earlier in Western Australia and South Australia than in the eastern states in 1998.
pred: In the long-term, it is possible that public health measures such as vaccination and surveillance will help to mitigate the impact of... |
7/12/1999 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
Human mannan-binding lectin inhibits the infection of influenza A virus .
Influence of treatment schedule and viral challenge dose on the in vivo influenza virus-inhibitory effects of the neuraminidase inhibitor zanamivir in mice .
Thimeros... |
7/19/1999 | US | search results:
fact: Infection causes influenza-like symptoms, with fever, myalgia, and headache.
pred: In the long-term future, it is possible that public health efforts will shift towards developing strategies for preventing and controlling outbreaks of infectious diseases, including flu, and improving overall publi... |
7/26/1999 | US | search results:
fact: Deaths from infectious diseases, including influenza, have declined markedly in the United States during the 20th century.
pred: In the long-term future (next few months), it is predicted that the development of new treatments and vaccines, such as Vaxigrip, will further contribute to the control ... |
8/2/1999 | US | search results:
fact: Objective facts about the Pulic Health and FLU situation:
In 1997, 16,516 deaths were attributed to HIV infection in the United States, with a 47.7% decline in age-adjusted death rate.
Research on influenza virus was conducted in 1999, including a study on the potential of mushrooms to cripple he... |
8/9/1999 | US | search results:
fact: In the United States, tens of millions of people have been infected with influenza-like syndrome.
pred: In the next few months, it is possible that the development of new vaccines and treatments will help to reduce the spread of influenza, but continued public health efforts will be necessary to m... |
8/16/1999 | US | search results:
fact: In 1999, studies were conducted on mutation rates among RNA viruses, neuraminidase inhibitors for preventing and treating influenza, and the physical, chemical, and immunological stability of CHO-derived influenza vaccines.
pred: The insights into the mutation rates of RNA viruses and the developm... |
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Time-IMM
An unofficial mirror of the original dataset published by the Time-IMM authors. Original authors retain credit for the dataset.
All 134 original CSV files are present and unchanged, totaling 63,808,019 bytes. Every CSV was checked against the original file identity at upstream revision e934cef23d52. No additional experimental data variants are included.
The contents of the upstream data/ directory are placed at this repository root. The published preprocessing notebook is retained; no MIMIC data is included.
data_manifest.json lists source attribution, the upstream revision, and the original file sizes, CSV row counts, and columns.
Contents
Eight processed datasets are present: CESNET, ClusterTrace, EPA-Air, FNSPID, GDELT, ILINet, RepoHealth, and StudentLife. There are 65 entity directories with paired numerical and text files.
{dataset}/processed/{entity}/time_series.csv
{dataset}/processed/{entity}/text.csv
Numerical files contain date_time, record_id, and dataset-specific measured variables. Text files contain timestamps, entity identifiers, and a text column named text, summary, or ema_text, depending on the source. RepoHealth additionally contains four schedule_intervals.csv files. Timestamps, missing values, text, column order, and entity identifiers are preserved.
MIMIC/mimic_preprocess.ipynb contains the upstream preprocessing workflow only, with no embedded cell outputs. No MIMIC patient data or processed clinical data is included. Authorized MIMIC users should follow the upstream access and preprocessing instructions.
Download
from huggingface_hub import snapshot_download
snapshot_download(
repo_id="zixin0v0/Time-IMM",
repo_type="dataset",
local_dir="time_imm",
)
Dataset viewer and individual files
Each CSV has its own named configuration so that unrelated numerical and textual schemas are not merged. For example:
from datasets import load_dataset
data = load_dataset("zixin0v0/Time-IMM", "ILINet__US__text", split="data")
The data split represents the complete selected CSV, not a benchmark training split. Construct train/validation/test windows using the protocol of the benchmark or experiment you are reproducing.
Source, license, and citation
The original authors specify CC BY 4.0 in Appendix G of their paper. Preserve attribution to the original authors when using or redistributing the dataset. The MIMIC access requirements described by the upstream authors remain separate; this snapshot contains no MIMIC data.
- Original repository: https://github.com/blacksnail789521/Time-IMM
- Original paper: https://papers.nips.cc/paper_files/paper/2025/file/4199594d3c15736df2bf5274fa3155f4-Paper-Datasets_and_Benchmarks_Track.pdf
- Citation: Ching Chang et al. Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series. NeurIPS Datasets and Benchmarks, 2025.
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