PinnedTsvetelina YordanovaExploratory Data Analysis(EDA) on Crime Data in the USA(1980–2014)In my previous post, I demonstrated how to build a bias-free machine learning for crime solving. You can read the full story here. Today, I…May 11May 11
Tsvetelina YordanovaSentiment Analysis Dashbaord On German Media (2022–2023).The onset of the Russia-Ukraine war on February 24, 2022, amplified the importance of media coverage. I was curious to examine the tone of…Jun 14Jun 14
Tsvetelina YordanovaBuilding Bias-Free Machine Learning Models for Crime Solving.The concept of integrating machine learning into crime datasets is not new. Several researchers have dedicated efforts to apply different…May 9May 9
Tsvetelina YordanovaCan Data Science Help Us Understand More About Missing Persons?This project analyses data from missing females in the USA. I have performed Exploratory Data Analysis(EDA), KMeans, and Spatial…Apr 17Apr 17
Tsvetelina YordanovaAPI-Driven Insights Part 2: Building Efficient In-House Data Pipelines In The CloudIn the initial phase of our endeavor, we successfully established a local data pipeline, handling the collection, transformation, and…Jan 22Jan 22
Tsvetelina YordanovaAPI-Driven Insights: Building Efficient In-House Local Data Pipelines.How to Architect an Efficient, Localized Data Pipeline for Urban Analytics.Jan 191Jan 191
Tsvetelina YordanovaGetting started with LinkScope — an actionable OSINT tool.Sure you have used Maltego, but have you tried LinkScope?Jul 20, 2023Jul 20, 2023