Dashboard Glossary

Metrics
Hate-Score
Hate-Score is a value appointed to a text content between the range of [0, 1], with 0 being the least hate-related and one the most hate-related.
Hate-Rate
Hate-Rate is the metric used to calculate individual countries' percentage of hate-related content production. It calculates the average hate score of the country, and multiplies it with the total ammount of content marked as hate-related, dividing the result with the total number of content produced by the country. <\br> The below equation describes `hr_(c)` as hate rate of the country `c`, equals to the sum of all the hate-related content `hs_(ci)` divided by the total amount of content produced `t_(c)`.
`hr_(c) = 1/t_(c) * (sum_(i=1)^n hs_(ci)) * 100`
Hotspot Hate-Rate Levels
ND
VL
L
M
H
VH
'VL - Very Low': Countries with a very low hate-rate compared to others
'L - Low': Countries with a low hate-rate compared to others
'M - Medium': Countries with a moderate hate-rate compared to others
'H - High': Countries with a high hate-rate compared to others
'VH - Very High': Countries with a very high hate-rate compared to others
'ND - No Data': Countries for which no hate-related speech was found
Categories
Ethnicity-Nationality
Hate-related speech that targets group of people based on their ethnicity or nationality.
Sports
Hate-related speech that targets group of people based on their sport preferences.
Religion
Hate-related speech that targets group of people based on their religious beliefs.
Sexual
Hate-related speech that targets group of people based on their gender or sexual orientation.
Politics
Hate-related speech that targets group of people based on their political preferences.
Other
Hate-related speech that targets group of people and it is defined as in none of the above categories.
Visualizations
Hate-Map
Hate map is a global heat map visualization approach where the heat is an aggregated representation of hate-related speech in a certain location. It is classified in the different hate categories of ethnicity-nationality, religion, sexual, sports, politics and other.
Hotspot Map
Hotspot map is a global map visualization approach implemented using highmaps. It is a more statistical approach of presenting hate-speech analysis and uses the hate-rate metric. Based on the hate-rate levels, each country is categorized as 'Very Low', 'Low', 'Medium', 'High', 'Very High' and 'No Data'
Heat-Table
Heat-Table is graphical representation of the different hate related speech categories through time in a two dimensional array. Each cell shows the hate related speech for a specific category (y-axis) for a specific date (x-axis). Hate related speech that doesn’t fall in a specific category is gathered in the 'Other' category. The 'Total' hate related speech for each date can be found in the top row.
General Timeline
Timeline chart presents the flow of hate-related speech during the selected period. The X-Axis represents the time and the Y-Axis represents the hate-rate at that moment in time. By selecting a period inside the plot (via dragging) you can zoom in it and view more details about it, and by pressing the reset button you can revert back.
Hate-Rate per Country
Hate-rate per Country presents the hate-rate of each country for the selected period of time.
Top 3 Countries per Category
Top 3 Countries per Category presents the hate-rate of each hate category for the top three countries.
Language Usage
Language Usage Pie Chart presents the utilization percentage of each language for hate-related speech in the selected period of time.
Hate-Rate per Category
Hate-rate per Category presents the hate-rate of each category for the selected period of time.
Hate-Rate Gauge
Hate-rate Gauge presents the hate-rate value of the selected period of time.