In order to protect the privacy of crime victims, addresses are generalized to the block level only and specific locations are not identified.

Due to several factors (offense reclassification, reported versus occurred dates, etc.) comparisons should not be made between numbers generated with this database to any other official police reports. Data provided represents only calls for police service where a report was written.

Totals in the database may vary considerably from official totals following investigation and final categorization. Therefore, the data should not be used for comparisons with Uniform Crime Report statistics.

The Austin Police Department does not assume any liability for any decision made or action taken or not taken by the recipient in reliance upon any information or data provided.

This Racial Profiling dataset (citations) provides the raw data needed to identify trends in traffic stops. It is used to help identify potential improvements in department policy, tactics, and training.

Corresponding report:
This data is used to produce the annual Racial Profiling report, posted on APD's website here:
http://www.austintexas.gov/page/racial-profiling-reports

After over two years of public reporting, the State Profile Report will no longer be produced and distributed after February 2023. The final release was on February 23, 2023. We want to thank everyone who contributed to the design, production, and review of this report and we hope that it provided insight into the data trends throughout the COVID-19 pandemic. Data about COVID-19 will continue to be updated at CDC’s COVID Data Tracker. The State Profile Report (SPR) is generated by the Data Strategy and Execution Workgroup in the Joint Coordination Cell, in collaboration with the White House. It is managed by an interagency team with representatives from multiple agencies and offices (including the United States Department of Health and Human Services (HHS), the Centers for Disease Control and Prevention, the HHS Assistant Secretary for Preparedness and Response, and the Indian Health Service). The SPR provides easily interpretable information on key indicators for each state, down to the county level. It is a weekly snapshot in time that: Focuses on recent outcomes in the last seven days and changes relative to the month prior Provides additional contextual information at the county level for each state, and includes national level information Supports rapid visual interpretation of results with color thresholds

After over two years of public reporting, the State Profile Report will no longer be produced and distributed after February 2023. The final release was on February 23, 2023. We want to thank everyone who contributed to the design, production, and review of this report and we hope that it provided insight into the data trends throughout the COVID-19 pandemic. Data about COVID-19 will continue to be updated at CDC’s COVID Data Tracker. The State Profile Report (SPR) is generated by the Data Strategy and Execution Workgroup in the Joint Coordination Cell, in collaboration with the White House. It is managed by an interagency team with representatives from multiple agencies and offices (including the United States Department of Health and Human Services (HHS), the Centers for Disease Control and Prevention, the HHS Assistant Secretary for Preparedness and Response, and the Indian Health Service). The SPR provides easily interpretable information on key indicators for each state, down to the county level. It is a weekly snapshot in time that: Focuses on recent outcomes in the last seven days and changes relative to the month prior Provides additional contextual information at the county level for each state, and includes national level information Supports rapid visual interpretation of results with color thresholds

This Racial Profiling dataset provides the raw data needed to identify trends in traffic stops. It is used to help identify potential improvements in department policy, tactics, and training. This data is used to produce the annual Racial Profiling report, posted on APD's website here: http://www.austintexas.gov/page/racial-profiling-reports

After over two years of public reporting, the State Profile Report will no longer be produced and distributed after February 2023. The final release was on February 23, 2023. We want to thank everyone who contributed to the design, production, and review of this report and we hope that it provided insight into the data trends throughout the COVID-19 pandemic. Data about COVID-19 will continue to be updated at CDC’s COVID Data Tracker.

The State Profile Report (SPR) is generated by the Data Strategy and Execution Workgroup in the Joint Coordination Cell, in collaboration with the White House. It is managed by an interagency team with representatives from multiple agencies and offices (including the United States Department of Health and Human Services (HHS), the Centers for Disease Control and Prevention, the HHS Assistant Secretary for Preparedness and Response, and the Indian Health Service). The SPR provides easily interpretable information on key indicators for each state, down to the county level.

It is a weekly snapshot in time that:

• Focuses on recent outcomes in the last seven days and changes relative to the month prior
• Provides additional contextual information at the county level for each state, and includes national level information
• Supports rapid visual interpretation of results with color thresholds

Analysis of ‘2015 Racial Profiling Arrests’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://catalog.data.gov/dataset/9b1394c5-64b0-429e-b830-3f35ea65c856 on 28 January 2022.

--- Dataset description provided by original source is as follows ---

This Racial Profiling dataset provides the raw data needed to identify trends in traffic stops. It is used to help identify potential improvements in department policy, tactics, and training. This data is used to produce the annual Racial Profiling report, posted on APD's website here: http://www.austintexas.gov/page/racial-profiling-reports AUSTIN POLICE DEPARTMENT DATA DISCLAIMER 1. The data provided are for informational use only and may differ from official APD crime data. 2. APD’s crime database is continuously updated, so reports run at different times may produce different results. Care should be taken when comparing against other reports as different data collection methods and different data sources may have been used. 3. The Austin Police Department does not assume any liability for any decision made or action taken or not taken by the recipient in reliance upon any information or data provided.

--- Original source retains full ownership of the source dataset ---

Performance Profiling Tool Market Outlook

The performance profiling tool market size is projected to grow significantly from USD 1.2 billion in 2023 to USD 3.5 billion by 2032, reflecting a robust compound annual growth rate (CAGR) of 12.5%. This growth is driven by the increasing need for optimization and efficiency in various industrial sectors, leading to a heightened demand for performance profiling tools.

The primary growth factor for the performance profiling tool market is the widespread adoption of digital technologies and the escalating complexity of software applications. As enterprises strive to stay competitive in an increasingly digitalized world, the need for tools that can accurately profile and optimize the performance of applications has become paramount. These tools help in identifying bottlenecks, enhancing user experience, and ensuring that applications run smoothly, thereby driving demand across various sectors.

Moreover, the continuous evolution of software development practices, including the adoption of DevOps and agile methodologies, has further accentuated the need for performance profiling tools. These methodologies emphasize rapid and continuous delivery, making it crucial to integrate performance profiling tools into the development lifecycle to ensure that software applications meet performance standards. This integration not only helps in early detection of performance issues but also reduces the time and cost associated with post-deployment troubleshooting.

Another significant growth driver is the increasing reliance on cloud-based services and infrastructure. As more businesses migrate their operations to the cloud, the need for performance profiling tools that can effectively monitor and optimize cloud-based applications and services has surged. These tools enable businesses to manage resources efficiently, reduce operational costs, and enhance the performance of their cloud environments, thereby contributing to market growth.

Regionally, North America is anticipated to dominate the performance profiling tool market due to its advanced technological infrastructure and the presence of major market players. The region's early adoption of innovative technologies and a strong focus on research and development activities contribute to its leading market position. Additionally, the increasing demand for efficient software solutions in various sectors, including IT, healthcare, and BFSI, is expected to drive the market growth in this region.

Component Analysis

The performance profiling tool market can be segmented by component into software and services. The software segment is expected to hold a significant share of the market due to the growing need for sophisticated tools that provide detailed insights into application performance. These tools facilitate the identification of performance bottlenecks, enabling developers to optimize code and improve overall application efficiency. Advanced software solutions often come with features like real-time monitoring, automated performance analysis, and detailed reporting, which are essential for modern application development and maintenance.

On the other hand, the services segment, which includes consulting, integration, and support services, is projected to witness substantial growth. As enterprises increasingly adopt performance profiling tools, the demand for professional services to assist in the deployment, customization, and maintenance of these tools is rising. Service providers play a crucial role in ensuring that performance profiling tools are effectively integrated into existing systems and processes, thereby maximizing their utility and effectiveness.

In addition, many enterprises prefer outsourcing their performance profiling needs to specialized service providers rather than managing them in-house. This trend is particularly prevalent among small and medium-sized enterprises (SMEs) that may lack the resources and expertise to handle performance profiling internally. These service providers offer comprehensive solutions that include initial setup, continuous monitoring, and periodic performance audits, ensuring that applications operate at peak efficiency.

Furthermore, the services segment is also driven by the increasing complexity of modern software applications. As applications become more

Historical series of Profiling and Reemployment Services reports (ETA-9048) in which states provide quarterly information on the Worker Profiling and Reemployment Service activities of claimants who are profiled to assess their likelihood of exhausting benefits. Worker profiling allows for the targeting of reemployment services to those most in need. The data on this report is used for evaluation and monitoring of the Worker Profiling and Reemployment Services system on a national level.

Global Cancer/Tumor Profiling Market Market is poised to witness substantial growth, reaching a value of USD 23.91 Billion by the year 2032, up from USD 12.24 Billion attained in 2023. The market is anticipated to display a Compound Annual Growth Rate (CAGR) of 7.72% between 2023 and 2032.

cancer/tumor-profiling-market-size [https://vmrimages.s3.amazonaws.com/cancertumor-profiling-market-size.web

This dashboard is specific to BIC solutions, compiling FPDS obligation data, Transactional submission data from the solutions, and Cost Avoidance data. Used for the semi-annual BIC reviews as well as comparative views between solution-managing categories/agencies and contract solutions.

The Community Profile Report (CPR) is generated by the Data Strategy and Execution Workgroup in the Joint Coordination Cell, under the White House COVID-19 Task Force. It is managed by an interagency team with representatives from multiple agencies and offices (including the United States Department of Health and Human Services, the Centers for Disease Control and Prevention, the Assistant Secretary for Preparedness and Response, and the Indian Health Service). The CPR provides easily interpretable information on key indicators for all regions, states, core-based statistical areas (CBSAs), and counties across the United States. It is a daily snapshot in time that:
- Focuses on recent COVID-19 outcomes in the last seven days and changes relative to the week prior
- Provides additional contextual information at the county, CBSA, state and regional levels
- Supports rapid visual interpretation of results with color thresholds*

Data in this report may differ from data on state and local websites. This may be due to differences in how data were reported (e.g., date specimen obtained, or date reported for cases) or how the metrics are calculated. Historical data may be updated over time due to delayed reporting. Data presented here use standard metrics across all geographic levels in the United States. It facilitates the understanding of COVID-19 pandemic trends across the United States by using standardized data. The footnotes describe each data source and the methods used for calculating the metrics. For additional data for any particular locality, visit the relevant health department website. Additional data and features are forthcoming.

*Color thresholds for each category are defined on the color thresholds tab

Pavement Profiler Market Outlook

The global pavement profiler market size was valued at approximately $1.2 billion in 2023 and is projected to reach about $2.4 billion by 2032, exhibiting a compound annual growth rate (CAGR) of 7.5%. The increasing focus on infrastructure development and maintenance, coupled with technological advancements in measurement and evaluation tools, are driving factors for this market's growth. As governments and private sector players continue to invest heavily in infrastructure projects, the demand for precise and reliable pavement profiling solutions is expected to rise significantly.

The primary growth factor for the pavement profiler market is the surge in infrastructure projects across the globe. Many countries are investing in the construction and rehabilitation of roads, bridges, and airports to enhance connectivity and drive economic growth. This increase in construction activities necessitates the use of advanced profiling technologies to ensure the quality and longevity of pavement surfaces. Additionally, there is a growing emphasis on the maintenance and rehabilitation of existing infrastructure, further bolstering the demand for pavement profilers. The integration of digital solutions and data analytics in profiling systems also contributes to market growth by improving the accuracy and efficiency of pavement assessments.

Another significant factor driving the market is the advancements in profiling technologies. Modern pavement profilers, such as inertial, laser, and ultrasonic profilers, offer high precision and reliability in measuring pavement surface characteristics. These technologies enhance the ability to detect surface irregularities, which is crucial for safety and performance assessments. Innovations in sensor technology and data processing capabilities are paving the way for more sophisticated profiling solutions, which, in turn, are attracting investments from both public and private sectors. The adoption of such cutting-edge technologies is expected to continue to propel market growth.

The integration of Road Profile Laser Sensors in modern pavement profiling technologies has revolutionized the way surface characteristics are measured. These sensors provide unparalleled precision by using laser beams to capture detailed surface data, making them indispensable for applications where accuracy is paramount. The ability of laser sensors to deliver high-resolution data ensures that even the smallest surface irregularities are detected, which is crucial for maintaining the safety and performance of road infrastructure. As the demand for reliable and efficient profiling solutions grows, the role of Road Profile Laser Sensors becomes increasingly significant, offering a competitive edge to companies that incorporate them into their profiling systems.

The rise in government regulations and standards for road safety and quality is also a critical driver for the pavement profiler market. Many countries have established stringent guidelines and performance criteria for pavement quality, necessitating regular assessments and maintenance. Compliance with these regulations requires the use of accurate and reliable profiling equipment, thus driving demand. Furthermore, government agencies and research institutions are increasingly funding projects to develop and implement advanced profiling systems, contributing to market expansion. This regulatory environment creates a stable and growing demand for pavement profiling solutions.

Regionally, North America and Europe have traditionally been the largest markets for pavement profilers due to significant investments in infrastructure and stringent quality standards. However, the Asia Pacific region is expected to witness the highest growth rate during the forecast period. Rapid urbanization, industrialization, and economic development in countries like China and India are fueling extensive infrastructure projects, thereby driving demand for pavement profiling technologies. Additionally, increasing government initiatives to improve road safety and quality in these regions are expected to further boost market growth. Latin America and the Middle East & Africa are also anticipated to show moderate growth, driven by infrastructure development and modernization projects.

Product Type Analysis

Inertial profilers are among the most widely used pavement profiling technologies. These systems rely on advanced accelerometers and gyroscopes to measure th

After over two years of public reporting, the State Profile Report will no longer be produced and distributed after February 2023. The final release was on February 23, 2023. We want to thank everyone who contributed to the design, production, and review of this report and we hope that it provided insight into the data trends throughout the COVID-19 pandemic. Data about COVID-19 will continue to be updated at CDC’s COVID Data Tracker. The State Profile Report (SPR) is generated by the Data Strategy and Execution Workgroup in the Joint Coordination Cell, in collaboration with the White House. It is managed by an interagency team with representatives from multiple agencies and offices (including the United States Department of Health and Human Services (HHS), the Centers for Disease Control and Prevention, the HHS Assistant Secretary for Preparedness and Response, and the Indian Health Service). The SPR provides easily interpretable information on key indicators for each state, down to the county level. It is a weekly snapshot in time that: Focuses on recent outcomes in the last seven days and changes relative to the month prior Provides additional contextual information at the county level for each state, and includes national level information Supports rapid visual interpretation of results with color thresholds

After over two years of public reporting, the State Profile Report will no longer be produced and distributed after February 2023. The final release was on February 23, 2023. We want to thank everyone who contributed to the design, production, and review of this report and we hope that it provided insight into the data trends throughout the COVID-19 pandemic. Data about COVID-19 will continue to be updated at CDC’s COVID Data Tracker.

The State Profile Report (SPR) is generated by the Data Strategy and Execution Workgroup in the Joint Coordination Cell, in collaboration with the White House. It is managed by an interagency team with representatives from multiple agencies and offices (including the United States Department of Health and Human Services (HHS), the Centers for Disease Control and Prevention, the HHS Assistant Secretary for Preparedness and Response, and the Indian Health Service). The SPR provides easily interpretable information on key indicators for each state, down to the county level.

It is a weekly snapshot in time that:

• Focuses on recent outcomes in the last seven days and changes relative to the month prior
• Provides additional contextual information at the county level for each state, and includes national level information
• Supports rapid visual interpretation of results with color thresholds

The global Kinase Panel Screening and Profiling market size was valued at USD 1,117.1 million in 2025 and is projected to reach USD 2,675.6 million by 2033, growing at a CAGR of 11.3% from 2025 to 2033. The rising prevalence of chronic diseases, the increasing demand for personalized medicine, and the technological advancements in drug discovery are driving the growth of the market. Kinase panel screening and profiling are essential tools for identifying and validating kinase targets for drug development. The market is segmented into application and type. In terms of application, the market is divided into drug discovery, target validation, and disease biomarker discovery. The drug discovery segment holds the largest market share due to the increasing number of drug discovery programs targeting kinases. In terms of type, the market is divided into single-kinase assays, multi-kinase assays, and kinase panels. The kinase panels segment is expected to grow at the highest CAGR during the forecast period due to the increasing demand for comprehensive kinase profiling in drug discovery and development. The major players in the market include MedChemExpress, Eurofins DiscoverX, Thermo Fisher Scientific, Reaction Biology, BPS Bioscience, Creative Biogene, Luceome Biotechnologies, Kinexus, LC Sciences, HD Biosciences, Caliper Life Sciences, and Profacgen.

Optimization of chemical reactions requires a thorough analysis of reaction products and intermediates over a given time course. Chemical reactions are often analyzed by liquid chromatography-mass spectrometry (LC-MS), but generating LC-MS samples and data analysis is time-consuming and produces a significant amount of waste. We sought to remove the sample preparation and data analysis steps by implementing an iChemExplorer/Agilent LC-MS instrument as our reactor and analysis tool, coupled with an automated report generator of reaction progress over time. Herein, we show that our easy-to-use walk-up automated reaction profiling (WARP) system can sample chemical reactions multiple times to produce a data-rich report of reaction progress over time.

Fecal SCFA Profiling Service Market Outlook

According to our latest research, the global Fecal SCFA Profiling Service market size reached USD 148.2 million in 2024, reflecting robust interest across clinical diagnostics, research, and pharmaceutical development. The market is growing at a steady CAGR of 10.7% and is forecasted to attain a value of USD 365.4 million by 2033. This expansion is driven by the rising recognition of the clinical importance of short-chain fatty acids (SCFAs) in gut health, metabolic disorders, and therapeutic interventions, as well as the increasing application of metabolomics in personalized medicine and nutritional research.

The Fecal SCFA Profiling Service market is experiencing significant growth due to the expanding understanding of the human gut microbiome’s role in health and disease. SCFAs, such as acetate, propionate, and butyrate, are key metabolites produced by gut microbiota, and their profiling provides critical insights into gastrointestinal health, metabolic syndromes, and immune modulation. The surge in gastrointestinal disorders, including irritable bowel syndrome and inflammatory bowel disease, has prompted clinicians and researchers to utilize fecal SCFA profiling for diagnostic and therapeutic purposes. Moreover, the integration of SCFA profiling in clinical trials and nutritional studies is further propelling the market, as stakeholders seek to leverage these biomarkers for early disease detection and personalized dietary recommendations.

Another major growth factor for the Fecal SCFA Profiling Service market is the advancement of analytical technologies, including mass spectrometry and nuclear magnetic resonance (NMR) spectroscopy. These innovations have enhanced the accuracy, sensitivity, and throughput of SCFA analysis, making it feasible for a broader range of applications. Pharmaceutical companies are increasingly adopting SCFA profiling to evaluate drug efficacy and safety, particularly in the development of microbiome-targeted therapies. Additionally, the market is benefiting from the growing trend of outsourcing analytical services to specialized contract research organizations (CROs), which offer cost-effective and high-quality profiling solutions to hospitals, research institutes, and biotech firms.

The market’s growth is also fueled by increased public and private investments in microbiome research and personalized healthcare. Governments and funding agencies across North America, Europe, and Asia Pacific are supporting large-scale projects to elucidate the relationship between gut microbiota, SCFAs, and systemic health outcomes. This has led to a proliferation of research initiatives and clinical collaborations, expanding the customer base for fecal SCFA profiling services. Furthermore, the rising consumer awareness of the impact of gut health on overall wellbeing is prompting nutritional and wellness companies to incorporate SCFA profiling into their product development and consumer testing programs, thereby widening the market’s reach.

Regionally, North America dominates the Fecal SCFA Profiling Service market due to its advanced healthcare infrastructure, high research funding, and early adoption of novel diagnostics. Europe follows closely, driven by robust academic research and supportive regulatory frameworks. The Asia Pacific market is emerging rapidly, fueled by increasing investments in biotechnology, growing prevalence of gastrointestinal disorders, and rising interest in personalized nutrition. Latin America and the Middle East & Africa are gradually catching up, aided by improving healthcare access and expanding research capabilities. These regional dynamics are shaping the competitive landscape and driving innovation in service offerings across the globe.

Service Type Analysis

The Service Type segment of the Fecal SCFA Profiling Service market is categorized into Targeted SCFA Profiling, Untargeted Metabolomics, and Custom Analysis. Targeted SCFA profiling remains the most widel

After over two years of public reporting, the Community Profile Report County-Level dataset will no longer be produced and distributed after the end of the public health emergency declaration. The final release will be on May 15, 2023. We want to thank everyone who contributed to the design, production, and review of this report and we hope that it provided insight into the data trends throughout the COVID-19 pandemic. Effective June 22, 2021, the Community Profile Report will only be updated twice a week, on Tuesdays and Fridays. The Community Profile Report (CPR) – County-Level is generated by the Data Strategy and Execution Workgroup in the Joint Coordination Cell, under the White House COVID-19 Team. It is managed by an interagency team with representatives from multiple agencies and offices (including the United States Department of Health and Human Services, the Centers for Disease Control and Prevention, the Assistant Secretary for Preparedness and Response, and the Indian Health Service). This data table provides county-level information. It is a daily snapshot in time that focuses on recent COVID-19 outcomes in the last seven days and changes relative to the week prior. Data in this report may differ from data on state and local websites. This may be due to differences in how data were reported (e.g., date specimen obtained, or date reported for cases) or how the metrics are calculated. Historical data may be updated over time due to delayed reporting.

After over two years of public reporting, the State Profile Report will no longer be produced and distributed after February 2023. The final release was on February 23, 2023. We want to thank everyone who contributed to the design, production, and review of this report and we hope that it provided insight into the data trends throughout the COVID-19 pandemic. Data about COVID-19 will continue to be updated at CDC’s COVID Data Tracker. The State Profile Report (SPR) is generated by the Data Strategy and Execution Workgroup in the Joint Coordination Cell, in collaboration with the White House. It is managed by an interagency team with representatives from multiple agencies and offices (including the United States Department of Health and Human Services (HHS), the Centers for Disease Control and Prevention, the HHS Assistant Secretary for Preparedness and Response, and the Indian Health Service). The SPR provides easily interpretable information on key indicators for each state, down to the county level. It is a weekly snapshot in time that: Focuses on recent outcomes in the last seven days and changes relative to the month prior Provides additional contextual information at the county level for each state, and includes national level information Supports rapid visual interpretation of results with color thresholds

Abstract

This report presents the findings of the profiling activities conducted from June to August 2018 in communities hosting internally displaced persons (IDPs) of the Marawi conflict and return communities in the provinces of Lanao del Sur, Lanao del Norte, Misamis Oriental and Bukidnon. Data was collected through structured interviews with IDP households using the kobo™ tool. Primary respondents were heads of households and in their absence, any person of legal age in the family. A total of 34,785 heads of households were interviewed in the profiling activity, representing 97,126 IDPs in 56 municipalities and 3 cities. This report presents data on demographic makeup of the IDPs such as age, sex, number of households, and family size, as well as protection information relating to displacement location, place of origin, resettlement, integration; various vulnerabilities of persons with special needs; educational attainment; income livelihood and skills; access to assistance; access to information; civil documentation; property ownership; intent to return; access to information, assistance received, and sources of assistance. Special focus is given on children and women in separate sections of this report. A significant number of IDPs continue to experience gaps in assistance related to health, education, shelter and long-term livelihood support. Also, IDPs continue to experience protection risks due to lack of civil documentation due to loss or destruction of birth certificates. A more nuanced and targeted approach that will address specific protection needs of IDPs is needed.

Geographic coverage

Field data collection was conducted in 4 provinces namely: Lanao del Sur, Lanao del Norte, Misamis Oriental and Bukidnon

Analysis unit

Households, individuals.

Universe

All IDPs listed in the government's IDP database for Marawi.

Kind of data

Census/enumeration data [cen]

Sampling procedure

The IDP Profiling reached a total of 97,126 individuals in 34,785 households. This accounts for 45.08% of the baseline IDP population of 77,170 households listed in the government's IDP database for Marawi. There was no sampling procedure.

Mode of data collection

Face-to-face [f2f]

Research instrument

Basic demographics - Current Location - Place of origin - Displacement status Respondent's profile Access to identification Access to government programmes Access to assistance Access to information Access to livelihood

Cleaning operations

Data cleaning was done up to three weeks after the activity, where the IM team verified with the volunteer's names of barangays and various other issues that led to inconsistency in the data.