📝 Instructions: Place your tapahtumat.csv file in the same directory as
this HTML file, or upload it here.
Menu
🗺️ Map Legend
Circle Markers (Generic Events)
Ukrainian side events
Russian side events
Unknown/Neutral side
Note: Faded markers = already viewed
Entity Markers (Systems & Units)
🚁
Weapon systems (drones, missiles, etc.)
🪖
Military units and brigades
Color: Blue (UA) / Red (RU) / Gray (Unknown)
Flag Markers
Ukrainian flag markers
Russian flag markers
Quick Ranges:
📋 All Events
0 events selected
📍 All Locations
0 locations selected
👥 All Entities
0 entities selected
⚠️ War Crimes Filter
Filter events by war crime likelihood based on AI
analysis.
🚀 Weapon Systems Filter
🪖 Military Units Filter
📊 Daily Reports
📅
Select a day from the calendar to view report
Reports by Vasama Advanced OSINT analysis model
📅 Nov 2025
⭐ Favorites
🕸️ Entity Network Graph
📥 Export & Share
📊 Export to CSV
Download the currently filtered events as a CSV file for
external analysis.
🔗 Shareable Link
Share your current view with this link (preserves map
position, zoom, and all active filters)
💾 Filter Presets
Save and load your favorite filter combinations for quick access.
👁️ My Views
💾 Save Current View
Save your current filter configuration for quick access later
📚 Saved Views
📊 Analytics Dashboard
🔍 Active Filters:
🔧 Top 10 Systems
⚔️ Top 10 Units
📍 Top 10 Locations
⚠️ War Crimes Distribution
😊😡 Top Sentiments
📑 Top 10 Topics
🌂 Top 20 Event Groups (Umbrellas)
📈 Events Over Time
🎯 Top 5 Tension Forecasts
🚀 Top 5 Military Activity Forecasts
📈 Automated Trend Analysis
Loading analysis...
📊 Sentiment Correlation
📊 Sentiment by Source Channel
Analyzing sentiment about:
😊😡 Sentiment by Source Channel
🔍 Advanced Search Builder
📦 Filter Blocks
💾 Saved Searches
📜 Recent Searches
How to use: Drag filter blocks from the left palette and drop them into the
query area below.
Use AND, OR, and NOT operators to combine filters. Click the × to remove any block.
ℹ️ About
AI makes mistakes.
So do you.
Together we can make less of them?
This is a static development demo of our realtime open data collection and analysis pipeline
with data visualization.
Want to investigate something else from internet or social media? Can do!
🚀 Major Overhaul!
Map is now LIVE and data is updated on hourly basis. Complete infrastructure upgrade for real-time OSINT monitoring!
📈 Automated Trend Analysis!
New Trends & Insights view in Analytics - automatically detects location spikes, entity/topic anomalies, and war crime indicators. Get instant intelligence on emerging patterns!
⚡ Performance Optimizations!
Faster data loading from remote ZIP, improved filter responsiveness, optimized map rendering. Smoother experience across the board!
20-11-2025 to 22-11-2025
🤖 Automated Entity Extraction:
Python scripts automatically extract 489+ entities (people, organizations, locations) using spaCy NER. No more manual entity addition!
🌍 Dynamic Location Extraction:
ALL locations from event_location fields automatically become clickable everywhere! Self-maintaining, scales automatically with data.
👤 Clickable Politicians & Organizations:
70+ notable people/politicians/organizations now clickable - Trump, Zelensky, Putin, NATO, Wagner, Pentagon, and many more.
🗺️ Smart Location Search Aliases:
Ukrainian city name variants auto-resolve! Kyiv/Kiev, Kharkiv/Kharkov, Zaporizhzhia/Zaporozhye automatically find matches.
🎯 Eliminated Hostile Alerts:
Replaced 30+ browser alerts with proper UX - inline feedback, disabled buttons with tooltips, smooth notifications.
📐 UI Polish:
Fixed button width locks, compact layouts, proper dark mode support, dynamic positioning for all panels and legends.
🎓 Interactive Tutorial:
11-step guided tour with smooth transitions, proper highlighting, and responsive positioning.
🔧 HTML Protection:
Unified link processing eliminates broken HTML - no more nested attributes or garbled links in analysis text.
17-11-2025 to 19-11-2025
🌂 Umbrella Grouping:
Similar events from different sources grouped together - see the full picture of each incident.
📊 Sentiment by Source:
Analyze sentiment distribution per Telegram channel with interactive charts.
⌨️ Keyboard Shortcuts:
Full keyboard navigation - S for Search, F for Feed, A for Analytics, and more.
🔍 Advanced Search Builder:
Visual query builder with AND/OR/NOT operators, draggable filter blocks, and shareable search links.
💾 My Views:
Save and load filter presets for quick access to your favorite search configurations.
📱 Responsive Design:
Dynamic positioning for all panels, proper mobile support, and smooth resizing.
Earlier
🗺️ Interactive Map:
Leaflet-based map with marker clustering, heatmap visualization, and war crime indicators.
📊 Analytics Dashboard:
Charts for events over time, top locations, weapon systems, military units, and more.
📰 Daily Reports:
AI-generated daily OSINT summaries with event correlation.
🔗 Smart Entity Linking:
Automatic detection and linking of weapon systems, units, locations, and people in text.