The document summarizes the results of the 7th round of COVID-19 sentinel surveillance conducted in West Bengal from October 27-29, 2021. Key findings include:
- Positivity rates varied between districts and over time, ranging from 0-4.72% across districts.
- Vaccine efficacy for those receiving one dose was estimated at 78% based on the 6th round and 74% based on the 7th round.
- Vaccine efficacy for those receiving two doses was estimated at 81% for the 5th round and 84% for the 6th round.
- The 8th round of sentinel surveillance will be conducted from November 15-17 to continue monitoring trends and informing control strategies.
CPA method can be used as a tool to detect subtle changes in time-series data and determine the moving direction (ie, up, down, or stable) in; for example, disease trends, such as influenza-like illness, between change points.
Big CInema Data: Analysing global cinema showtimesDeb Verhoeven
Looking at cinema exhibition and distribution at an international scale requires data beyond broad aggregates, it requires data that is specific to individual films and cinema venues in order to appreciate the intricate temporal and geographic aspects of flow and patterns. The Kinomatics Project has tracked the global flow of individual film screenings (down to date and time) for over 54,000 films for 30,000 venues throughout 48 countries internationally.
This presentation will highlight the importance of global scale analysis and data through three case studies. The first will track the spatial and temporal relationships of The Hobbit: an unexpected journey, highlighting the complexities of international cinema enterprises and the subtleties of contemporary releasing strategies. The second explores the relationship between remittance flows and the movement of film around the globe with a focus on Bollywood films. The thrid test dyadic relationships between countries. This presentation will introduce some methods for analysing and visualising data used in the three case studies.
CPA method can be used as a tool to detect subtle changes in time-series data and determine the moving direction (ie, up, down, or stable) in; for example, disease trends, such as influenza-like illness, between change points.
Big CInema Data: Analysing global cinema showtimesDeb Verhoeven
Looking at cinema exhibition and distribution at an international scale requires data beyond broad aggregates, it requires data that is specific to individual films and cinema venues in order to appreciate the intricate temporal and geographic aspects of flow and patterns. The Kinomatics Project has tracked the global flow of individual film screenings (down to date and time) for over 54,000 films for 30,000 venues throughout 48 countries internationally.
This presentation will highlight the importance of global scale analysis and data through three case studies. The first will track the spatial and temporal relationships of The Hobbit: an unexpected journey, highlighting the complexities of international cinema enterprises and the subtleties of contemporary releasing strategies. The second explores the relationship between remittance flows and the movement of film around the globe with a focus on Bollywood films. The thrid test dyadic relationships between countries. This presentation will introduce some methods for analysing and visualising data used in the three case studies.
Similar to COVID 19 SENTINEL SURVEILLANCE.pptx (12)
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...pchutichetpong
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
2. Introduction
Sentinel Surveillance for COVID-19 helps in complementing the outbreak
surveillance and investigations.
Sentinel surveillance is an efficient way to collect high-quality data in a timely
manner systematically and routinely from representatives of the population
under surveillance.
Sentinel surveillance for COVID-19 is a cost effect way to meet some of the
following objectives: -
monitor the geographic spread
intensity of transmission
severity trends of community transmission of COVID-19 over time
6. 6th ROUND SENTINEL
Surveillance 29 Sept-1st
Oct
Positivity Rate : 3.0 to above
4 DISTRICTS
• Darjeeling (3.7)
• Kalimpong (3.8)
• Bisnupur HD (4.2)
• Hooghly(4.3)
Comparison between 5th , 6th and 7th Round of Sentinel Surveillance (3)
7th ROUND SENTINEL
Surveillance 27th – 29th
OCT
Positivity Rate : 3.0 to above
1 DISTRICT
• Hooghly(4.72)
5th ROUND SENTINEL
SURVEILLANCE 14-16
SEPT Positivity Rate : 3.0 to
above
5 DISTRICTS
• Dakhin Dinajpur (3.0)
• N24 Pgs (3.0)
• Bishnupur HD (3.1)
• Basirhat HD (3.1)
• Purba Midnapur (4.2)
7. MORBIDITY PROFILE OF THE PARTICIPANTS ≥ 45 YEARS OF AGE
130
78
148
26
28
6
1
0
20
40
60
80
100
120
140
160
HYPERTENSION
DIABETES
CHRONIC LUNG DISEASE
OBESITY
CHRONIC RENAL DISEASE
HEART DISEASE
MALIGNANCY
8. 6th and 7th Round Sentinel Surveillance
Calculation of Vaccine Efficacy
Vaccinated – Getting one dose of Covaxin or Covishield 28 days before
Among 18 years group and above (6th Round)
Vaccination
Status
mentioned
Non
Vaccinated
Vaccinated
No Covid-19 5372 2264
Covid-19 99 10
Total 5471 2274
Incidence among non vaccinated = 1.81
Incidence among Vaccinated = 0.4
Vaccine Efficacy = (1.81-0.4) / 1.81 = 0.78
i.e. 78 %
Vaccination
Status
mentioned
Non
Vaccinated
Vaccinated
No Covid-19 6443 2232
Covid-19 90 8
Total 6533 2240
Among 18 years group and above (7th Round)
Incidence among non vaccinated = 1.38
Incidence among Vaccinated = 0.36
Vaccine Efficacy = (1.38-0.36) / 1.38 = 0.74
i.e. 74 %
9. Vaccination
Status
mentioned
Non
Vaccinated
Vaccinated
No Covid-19 6744 892
Covid-19 106 3
Total 6850 895
5th and 6th Round Sentinel Surveillance
Calculation of Vaccine Efficacy
Vaccinated – Getting two doses of Covaxin or Covishield 28 days before
Incidence among non vaccinated = 1.55
Incidence among Vaccinated = 0.3
Vaccine Efficacy = (1.55-0.3) / 1.55 = 0.81
i.e. 81 %
Vaccination
Status
mentioned
Non
Vaccinated
Vaccinated
No Covid-19 7747 928
Covid-19 96 2
Total 7843 930
Incidence among non vaccinated = 1.22
Incidence among Vaccinated = 0.2
Vaccine Efficacy = (1.22-0.2) / 1.22 = 0.84
i.e. 84 %
6th Round 7th Round
10. CONCLUSION
• Sentinel Surveillance conducted in all the districts and in each round
samples are collected as per target
• Positivity rates are varied by districts and over period of time.
• Vaccine efficacy is high indicating the effectiveness of the vaccination
program which will be number one priority in all eligible age group
• Sentinel Surveillance to continue
• The eighth round for the Sentinel surveillance for planning strategies for
control of COVID19 human infection in West Bengal to begin from
• 15th November 2021 to 17th November 2021 - Completion of sample collection
• 18th November 2021 to 19th November2021 - All reports from Lab with excel sheet must be
mailed to the Nodal person, at State level at the email ids mentioned:
covid 19.1ab.spsrc@gmail.com
lizaprasu@gmail.com