GIS REST API and Data Analysis

GeoInsight API is a comprehensive REST API service developed by Tocsin Data, designed for handling Geographic Information System (GIS) data with a focus on GeoJSON and JSON formats. This robust API facilitates the integration, manipulation, and analysis of spatial data for Open Source Intelligence (OSINT) and Geospatial Intelligence (GEOINT) applications. GeoInsight API supports a wide range of functionalities, including the ingestion of diverse geospatial data sources, real-time data processing, and advanced comparative data analysis.

One of the key features of GeoInsight API is its capability for comparative data analysis, enabling users to overlay multiple datasets to identify trends, patterns, and anomalies. This functionality is particularly valuable for clients needing to merge intelligence data from different sources, conduct thorough geospatial analyses, and derive actionable insights. The API is equipped with tools to handle large datasets efficiently, ensuring that users can access and process their data promptly.

In addition to its robust data handling capabilities, GeoInsight API offers customizable endpoints tailored to meet the unique needs of each client. Whether integrating real-time GIS data into applications or performing in-depth analyses of spatial datasets, GeoInsight API provides a scalable and reliable solution.

Tocsin Data has successfully deployed GeoInsight API for various projects and is keen on extending its capabilities to explore new opportunities. For organizations interested in leveraging advanced GIS and data analysis tools for OSINT or GEOINT needs, GeoInsight API offers the expertise and technology to achieve those goals. Let's discuss how Tocsin Data can customize and implement these solutions for specific requirements.

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Abuse of Power Data Visualization

Tocsin Data developed an advanced ESRI dashboard designed to track and analyze trends related to the abuse of power within law enforcement, as reported in the media. This comprehensive dashboard consolidates various data points to provide a clear view of public perception and media coverage. Key features include:

  • Media Trend Analysis: Tracks and visualizes trends in media reports concerning abuse of power and law enforcement activities. This feature identifies peaks in reporting and correlates them with specific events.
  • Sentiment Analysis: Utilizes natural language processing (NLP) to gauge the sentiment of media articles, distinguishing between positive, negative, and neutral tones. This helps in identifying and addressing potential misinformation or biased reporting.
  • Geospatial Mapping: Displays incidents and media reports on an interactive map, allowing for spatial analysis of hotspots and regional trends. Users can filter data by location, date, and type of incident.
  • Insight Generation: Provides actionable insights by highlighting patterns in the data, enabling law enforcement agencies to respond proactively to negative trends and manage their public image more effectively.
  • Custom Reporting: Allows users to generate custom reports based on specific criteria, such as time frames, regions, and types of incidents, to facilitate targeted analysis and decision-making.

The dashboard’s intuitive interface and robust analytical capabilities empower stakeholders to monitor and counteract the spread of misinformation, ensuring a balanced and informed public discourse around law enforcement activities.

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Technologies Used:

  • ESRI ArcGIS: For geospatial data visualization and mapping.
  • Natural Language Processing (NLP): To analyze the sentiment of media articles.
  • Dashboard Widgets: Custom widgets for trend analysis, filtering, and reporting.

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Amber Alerts ESRI Dashboard

Tocsin Data developed an interactive ESRI dashboard to visualize Amber Alerts and missing children data across the United States. This dashboard helps in monitoring and managing the response to Amber Alerts by providing real-time insights and visual representations of critical data. Key features include:

Real-time Data Tracking: Displays the number of missing and found children, updated in real-time.

Geospatial Visualization: Shows the locations of missing children and related incidents on an interactive map.

Detailed Analytics: Provides charts and graphs to analyze the types of incidents and their frequencies.

Customizable Filters: Users can filter data by event type, location, and status to gain specific insights.

Public Awareness: Enhances public awareness and involvement in locating missing children by providing accessible and up-to-date information.

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West Coast Water Survey

Tocsin Data conducted an extensive survey along the Pacific coast to identify and locate sources of pollution affecting the marine ecosystem. This project required a thorough and systematic approach, combining field surveys, data collection and analysis, and collaboration with local stakeholders. The survey aimed to understand the sources and impacts of pollution, providing critical insights for protecting marine health and supporting the communities dependent on this ecosystem. Key features include:

Comprehensive Field Surveys: Conducted detailed field surveys to collect data on various pollution sources along the Pacific coast.

Data Collection and Analysis: Utilized advanced techniques to gather and analyze data, identifying pollution hotspots and trends.

Stakeholder Collaboration: Worked closely with local stakeholders, including government agencies, environmental organizations, and community groups, to ensure a holistic understanding of pollution sources and impacts.

Pollution Source Identification: Identified multiple entry points where pollutants were entering the ocean, providing targeted areas for mitigation efforts.

Environmental Impact Assessment: Assessed the environmental impact of identified pollutants, offering recommendations for remediation and prevention.

Community Health Protection: Aimed at protecting the health of the marine ecosystem and the coastal communities that rely on it, ensuring sustainable use of marine resources.

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Russia and China Malign Activity Dashboard

Tocsin Data developed an advanced ESRI dashboard to compare and analyze data sets related to malign activities and actions by Russia and China. This interactive dashboard integrates various data sources to provide a comprehensive view of geopolitical activities, enhancing situational awareness and decision-making capabilities. Key features include:

Integrated Data Sources: Combines data from multiple sources to provide a holistic view of malign activities by Russia and China.

Geospatial Visualization: Displays the locations and details of incidents on an interactive map, allowing users to easily identify patterns and hotspots.

Time-Series Analysis: Tracks the trends and frequencies of various types of malign activities over time, offering insights into their escalation or de-escalation.

Comparative Analytics: Allows users to compare data sets between different sources and topics, facilitating a deeper understanding of geopolitical dynamics.

Customizable Dashboards: Users can customize the dashboard to focus on specific data sets, regions, or time frames, tailoring the analysis to their needs.

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Aviation Incidents Dashboard

Tocsin Data developed an advanced ESRI dashboard to monitor and analyze aviation incidents worldwide. This interactive dashboard integrates data from various sources to provide a comprehensive view of aviation-related incidents, enhancing situational awareness and supporting decision-making processes. Key features include:

Real-time Incident Tracking: Displays aviation incidents in real-time, including crashes, forced landings, and other emergency situations.

Geospatial Visualization: Shows the locations and details of incidents on an interactive map, allowing users to easily identify patterns and hotspots.

Incident Categorization: Classifies incidents by type, such as commercial, private, and military aircraft incidents, providing detailed insights into each category.

Time-Series Analysis: Tracks the trends and frequencies of various types of aviation incidents over time, offering insights into their occurrence and severity.

Customizable Dashboards: Users can customize the dashboard to focus on specific data sets, regions, or time frames, tailoring the analysis to their needs.

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China Malign Activity Dashboard

Tocsin Data developed a comprehensive ESRI dashboard to monitor and analyze malign activities and actions specifically related to China. This interactive dashboard integrates various data sources to provide a detailed view of geopolitical activities, enhancing situational awareness and supporting decision-making processes. Key features include:

Real-time Data Tracking: Displays real-time incidents and activities involving China, including political, economic, and military actions.

Geospatial Visualization: Shows the locations and details of incidents on an interactive map, allowing users to easily identify patterns and hotspots.

Detailed Incident Analysis: Provides detailed information and categorization of incidents, such as political statements, foreign investments, and military activities.

Time-Series Analysis: Tracks the trends and frequencies of various types of malign activities over time, offering insights into their escalation or de-escalation.

Customizable Dashboards: Users can customize the dashboard to focus on specific data sets, regions, or time frames, tailoring the analysis to their needs.

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Dark Spider

Tocsin Data's Dark Spider project represents a groundbreaking effort in dark web intelligence and open-source intelligence (OSINT). Initially conceived to create an index of all known Onion URLs on the TOR network, Dark Spider has evolved into a sophisticated tool for monitoring and analyzing dark web activities as well as media and social networking platforms. Key features include:

Comprehensive Indexing: Dark Spider started with the goal of creating a directory of all known Onion URLs, sourced from onion indexes, public websites, and discovered sites.

Deep Data Collection: The project gathers extensive information from indexed sites, including complete hashes of generated source codes, creation dates, changes, and image hashes.

Advanced Crawling Capabilities: The spider can crawl multiple onions and nodes simultaneously, comparing server responses on nodes with TOR output to ensure accuracy and consistency.

OSINT and Media Monitoring: Dark Spider focuses on OSINT and media coverage, collecting and analyzing data from various sources to provide comprehensive insights. This includes monitoring news articles, blogs, forums, and social media platforms for relevant information.

Social Networking Analysis: The project includes monitoring and analyzing activities on social networking sites, tracking mentions of specific topics, trends, and sentiment analysis to gauge public perception and uncover hidden connections.

Continuous Improvement: The project is still a work in progress, constantly evolving to incorporate new features and improve its capabilities.

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Prepper Boradcasting Network

The Prepper Broadcasting Network was a leading media platform dedicated to providing education, information, and entertainment for preppers and survivalists. During my tenure, the network operated 24/7, featuring a variety of podcasts, videos, and live shows hosted by experts in the prepping community. Topics covered included self-reliance, emergency preparedness, and homesteading, aimed at empowering individuals to live self-sufficient and resilient lives. Although I am no longer with the network, and it no longer operates 24/7, it continues to serve as a valuable resource for those interested in preparedness and survival.

WAYBACK

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American Preppers Network

The American Preppers Network was a comprehensive platform dedicated to fostering a community of preparedness and self-sufficiency enthusiasts. During my time with the network, it served as a hub for a wealth of resources, including articles, forums, and interactive content, all aimed at educating individuals on a variety of survival and preparedness topics. The network covered crucial areas such as emergency preparedness, homesteading, self-reliance, and sustainable living, providing members with the knowledge and tools necessary to navigate life’s uncertainties with confidence. Although I am no longer with the American Preppers Network, and the platform has since evolved, it continues to be a valuable resource for those dedicated to preparedness and self-sufficiency. The legacy of our work endures, empowering individuals to build resilient and self-reliant lifestyles.

WAYBACK

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Alt Genetics

The Alt Genetics project involved a comprehensive investigation into the practices of a genetic research company that had allegedly failed to disclose its genetic modifications to cattle. As the lead researcher and advocate for transparency in scientific research, I spearheaded a thorough examination of the matter. The investigation aimed to validate the claims and identify any potential breaches of scientific and ethical standards. Through meticulous analysis of available evidence, I gathered compelling findings that illuminated the company's actions and their broader implications.

This project presented a detailed account of the investigation, including the methodology employed, data analysis, and insights into the ethical and scientific implications of undisclosed genetic alterations. The findings underscored the necessity for greater oversight and transparency in genetic research. Although I am no longer directly involved with Alt Genetics, the project's outcomes continue to contribute to discussions on responsible scientific practices and the need for rigorous ethical standards in genetic research.

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