Skip to content
Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

click to expand

All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Do what y’all have to …" 89 comments · Page 2 of 4
Im not … I love y’all … if the roofs on fire 🔥 lol … locust-y way of living … what do y’all think Itll look like in ten years…. Hahaha … 😂 go on …
Im not … I love y’all … if the roofs on fire 🔥 lol … locust-y way of living … what do y’all think Itll look like in ten years…. Hahaha … 😂 go on …. Canada’s all yours … (watches as the nation they’ve built becomes a rat infested despotic welfare state ) it’s all yours y’all … 😂not a problem … the sooner Canadians accept it the sooner it’ll become a third world country the sooner we can take it back and do what we do … 😂 rescue and restore turds off of the global crap heap and then we put nice bow on them
Identity Attack0.36702603
Insult0.4794537
Profanity0.22889622
Threat0.1366716
Severe Toxicity0.08332442
Moderate 0.47119883 Low Con 0.252 Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
Pero al menos ya no comen basura 😂😂😂 lo peor es que se reproducen como conejos y luego le piden al gobierno ajeno beneficios.
Pero al menos ya no comen basura 😂😂😂 lo peor es que se reproducen como conejos y luego le piden al gobierno ajeno beneficios.
Identity Attack0.16159154
Insult0.5208188
Profanity0.26802593
Threat0.010032792
Severe Toxicity0.051147457
Moderate 0.47119883 Low Con 0.166 Insult Fear_Threat
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
Un magnifique pays le Canada ! Je suis dégoûtée qu'il y est autant d'indiens !!!! 👎 3:57 pas un blanc dans ces commerces !!! Ahhhh c'est révoltant !!!!
Un magnifique pays le Canada ! Je suis dégoûtée qu'il y est autant d'indiens !!!! 👎 3:57 pas un blanc dans ces commerces !!! Ahhhh c'est révoltant !!!!
Identity Attack0.5135796
Insult0.47787863
Profanity0.082581155
Threat0.008815889
Severe Toxicity0.349738
Moderate 0.47119883 Moderate Con 0.427 Identity Attack Identity_Assertion
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
Just to make a correction, I 25 (F) daughter of immigrant parents was born and raised here, live in the greater toronto area and wanted to mention that a lot of folks believe the ones …
Just to make a correction, I 25 (F) daughter of immigrant parents was born and raised here, live in the greater toronto area and wanted to mention that a lot of folks believe the ones behind the crime rise in toronto are the new immigrants. I'm sorry to break it to y'all but if you do the research a lot of the people behind the crimes are born and raised canadian idiots (they could either be white canadian or children of immigrants aka 1st generation Canadians from any country). Its a big misconception people have regarding the crimes. All they see is a non white name and assume they're an immigrants. Majority of them are actually not even immigrants. I just had to stop the video and mention that.
Identity Attack0.4482637
Insult0.5130944
Profanity0.22622968
Threat0.010395273
Severe Toxicity0.023076924
Moderate 0.46186632 Constructive 0.787 Insult
Dec 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Esto es lo que pasa por inercia.. Si esta gente viene con sus culturas y no se adapta a la cultura del país que están invadiendo, estas son las consecuencias, vienen de un país sucio, …
Esto es lo que pasa por inercia.. Si esta gente viene con sus culturas y no se adapta a la cultura del país que están invadiendo, estas son las consecuencias, vienen de un país sucio, corrupto y de conductores muy malos y se piensa que están allí..
Identity Attack0.46028158
Insult0.49389273
Profanity0.17148167
Threat0.010084574
Severe Toxicity0.16960317
Moderate 0.45761138 Low Con 0.232 Fear_Threat
Feb 16, 2026 3 likes Inside Canada's Indian Invasion...
"Mejor indios que africanos y musulmanes " 😂
"Mejor indios que africanos y musulmanes " 😂
Identity Attack0.57957685
Insult0.37506318
Profanity0.1352073
Threat0.008841781
Severe Toxicity0.16960317
Moderate 0.45549932 Low Con 0.228 Identity Attack Humor_Satire
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Il n'y a pas de Canada de souches les européennes occidentale sont aussi les immigrés ils ont voler le pays des autres.
Il n'y a pas de Canada de souches les européennes occidentale sont aussi les immigrés ils ont voler le pays des autres.
Identity Attack0.48915586
Insult0.489133
Profanity0.07385241
Threat0.008582866
Severe Toxicity0.16960317
Moderate 0.44933176 Moderate Con 0.308 Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
You know y’all are just racists right?
You know y’all are just racists right?
Identity Attack0.36598656
Insult0.4196762
Profanity0.16450337
Threat0.008815889
Severe Toxicity0.022064678
Moderate 0.44393396 Low Con 0.242 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD …
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD TO (Go back where you came from) AS I AM FBA FAMILY BEEN IN AMERICA SINCE THE 1720'S! HOW ABOUT Y'ALL FAMILIES?!?!? Many whites didn't come to America until they saw the BLACK STATUE OF LIBERTY IN THE LATE 1900's (that's how many Europeans got their citizenship) Lastly, these countries like the US, Canada, and the EU fucks around all in these countries business, overthrow their leaders, destabilizes those countries and then WONDER WHY THERE'S SO MANY IMMIGRANTS COMING! LIKE COME ON AND GET A CLUE, STOP MESSING AROUND WITH THEIR POLITICS AND MAYBE THEY'LL STAY IN THEIR HOME COUNTRIES
Identity Attack0.44690517
Insult0.41530323
Profanity0.18663849
Threat0.018710058
Severe Toxicity0.023599008
Moderate 0.4402136 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Y u talking like a femboy to the indians😂
Y u talking like a femboy to the indians😂
Identity Attack0.4054415
Insult0.37960073
Profanity0.24147889
Threat0.0101363575
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.243 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Y'on pas vraiment le Choix, ils ont mis l'économie tellement dans la Merde avec ces Programmes, et, en Plus, la Population en Voulait MÊME pas Sinon les WOKEs et la Gang de PERDU....MAIS le MAL …
Y'on pas vraiment le Choix, ils ont mis l'économie tellement dans la Merde avec ces Programmes, et, en Plus, la Population en Voulait MÊME pas Sinon les WOKEs et la Gang de PERDU....MAIS le MAL EST FAIT...
Identity Attack0.09576365
Insult0.47273466
Profanity0.54024357
Threat0.008634649
Severe Toxicity0.16960317
Moderate 0.41690505 Low Con 0.232
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Time stamp: 2:25-2:29 you two gentlemen and myself "men of no color" are the minority. Buddy white IS a COLOR. Why do y'all continue saying that?. As IF white isn't a color. You should just …
Time stamp: 2:25-2:29 you two gentlemen and myself "men of no color" are the minority. Buddy white IS a COLOR. Why do y'all continue saying that?. As IF white isn't a color. You should just have said us White people are the minority in our own country. 😂😂😂
Identity Attack0.48915586
Insult0.23237456
Profanity0.097129054
Threat0.011741633
Severe Toxicity0.02296847
Moderate 0.41168427 Moderate Con 0.483 Meta_Commentary
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Love the food, hate the people lol 😂 y'all are lost!
Love the food, hate the people lol 😂 y'all are lost!
Identity Attack0.055218685
Insult0.2838064
Profanity0.12286829
Threat0.012440704
Severe Toxicity0.014705247
Moderate 0.39669925 Moderate Con 0.363 Humor_Satire
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called …
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called “nasty people,” as he referred to Indians, running his hometown? Though I doubt he’s even from Brampton. He’s likely from St. Marys, Ontario. It is one of the most racist towns in Canada. Many individuals there believe that all non-white people are not Canadians, even if they were born in Canada and have been there over four generations. I’m not surprised by the “white trash” remark, as he calls himself. Nor am I surprised by his Nick Fuentes wannabe behavior. As for the American audience, not everybody thinks in terms of race the way y’all do. I think this exported American ideology is affecting people in Canada and the rest of the world.
Identity Attack0.44690517
Insult0.36798462
Profanity0.0961592
Threat0.011249693
Severe Toxicity0.020127986
Moderate 0.39441586 Constructive 0.671 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
1:55 I have no words except to say this… Push to far and see what happens! Canadians are going to rise up and destroy these foul beasts Y’all are going to regret whats coming I …
1:55 I have no words except to say this… Push to far and see what happens! Canadians are going to rise up and destroy these foul beasts Y’all are going to regret whats coming I promise LONG LIVE THE REAL CANADA 🇨🇦 THE TRUE NORTH STRONG AND FREE!!! 💪🏼
Identity Attack0.22631748
Insult0.36709076
Profanity0.10178173
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.38434127 Moderate Con 0.39
Aug 27, 2025 Why Canadians Are Turning Against …
That bike guy is just straight up racism what are y'all on bout 🙏🙏
That bike guy is just straight up racism what are y'all on bout 🙏🙏
Identity Attack0.20878418
Insult0.3388922
Profanity0.077731855
Threat0.01052473
Severe Toxicity0.016964722
Moderate 0.3811502 Low Con 0.288 Moral_Argument
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
Y’all fault for supporting that Indian guy at raptors games
Y’all fault for supporting that Indian guy at raptors games
Identity Attack0.38318536
Insult0.24630153
Profanity0.12991914
Threat0.011560392
Severe Toxicity0.021806452
Moderate 0.37751234 Moderate Con 0.318
Dec 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Y doesn't this propaganda liar tell that HARD WORKING CANADIAN'S TAXES are used on these foreigners as opposed to being spent back on Canadians eg by doubling welfare payment for canadians, bringing down retirement age. …
Y doesn't this propaganda liar tell that HARD WORKING CANADIAN'S TAXES are used on these foreigners as opposed to being spent back on Canadians eg by doubling welfare payment for canadians, bringing down retirement age. & by reducing burden on social system
Identity Attack0.11976352
Insult0.40243408
Profanity0.02973333
Threat0.007689608
Severe Toxicity0.008049011
Moderate 0.36867723 Moderate Con 0.379
Apr 14, 2019 1 likes How much do refugees and …
It’s that easy? Y’all are drones 😂😂😂
It’s that easy? Y’all are drones 😂😂😂
Identity Attack0.031980325
Insult0.3388922
Profanity0.14402086
Threat0.016292779
Severe Toxicity0.016771052
Moderate 0.3625127 Low Con 0.191 Humor_Satire
Feb 20, 2026 Canadian immigration officers investigating hundreds …
Caste politics are alive and well in Canada, scammers, fake truckers, extremism, etc... and the community still has the audacity to pretend that the issue is merely backcountry euros that are showing their rcst saltine …
Caste politics are alive and well in Canada, scammers, fake truckers, extremism, etc... and the community still has the audacity to pretend that the issue is merely backcountry euros that are showing their rcst saltine attitude and judging them. The amount of adharm bleeding out of India, and yet y'all throw a Kurta on and pretend otherwise... Its honestly wild.
Identity Attack0.25309357
Insult0.3470427
Profanity0.05393682
Threat0.010757755
Severe Toxicity0.011138916
Moderate 0.34757367 Moderate Con 0.419 Identity_Assertion
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
I by no means am racist, I'm First Nations & I've pretty much had it. India is not our #1 culture here in Canada, I hate calling a store & the person on the other …
I by no means am racist, I'm First Nations & I've pretty much had it. India is not our #1 culture here in Canada, I hate calling a store & the person on the other end can not speak english, it's the most frustrating thing. My g/f daughter applied @ a tim Horton's & get this one, do you speak Punjabi-honest to god - enough. Subway, 7-11's, gas stations, Value Village etc. everywhere you turn. They can be rude no not all but again if I have to ask you 3 times the same question because I do not understand your answer - we have a problem. Y'all we have a problem & then they want to barter about prices if they are buying - they want the cheapest price. Like I say mine is the language barrier & being rude because I don't understand you
Identity Attack0.36702603
Insult0.24928534
Profanity0.13168186
Threat0.013010317
Severe Toxicity0.020386212
Moderate 0.34328604 Constructive 0.813
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Me da mucha pena ver como el gobierno de Canadá el Partido Liberal sigue destrozando a el país este gobierno no está haciendo nada por proteger la cultura canadiense y está dejando que otros países …
Me da mucha pena ver como el gobierno de Canadá el Partido Liberal sigue destrozando a el país este gobierno no está haciendo nada por proteger la cultura canadiense y está dejando que otros países otros países cambia literalmente las leyes y las costumbres canadienses me da mucha pena que nadie haga nada y que va a pasar lo peor lo peor ya se viene y han visto ustedes la ola de robos de autos eh no respetan ninguna ley de tránsito es increíble se defecan en las playas tiran dipers comida aparte que muchos de ellos por alguna cuestión no se bañan y y huelen a culo huelen a la m***** pura y entre ellos a lo mejor es muy común pero acá no hay mucha gente que que tiene una cultura más diferente son limpios se bañan por lo menos ser humilde no quita ser limpio este es terrible lo que está pasando terrible ya no se puede manejar la ciudad porque ellos se ponen en en las esquinas de la ciudad de las calles súper transitadas a revisar sus teléfonos uno es para ver dónde tienen que llevar el de libre y el otro teléfono para sostener una conversación telefónicamente en pantalla no respetan los semáforos el Gobierno ha puesto semáforo para pedestia ni para la gente de bicicleta hagan de cuenta que no existen eh son es terrible si quieren ver un vídeo de de de ese país no necesitan ir a YouTube vayan Aldan Town y pónganse en una esquina y van a estar exactamente en una ciudad de allá de ese país que conocemos todos por su gente ok qué lástima
Identity Attack0.10221587
Insult0.33964422
Profanity0.11663672
Threat0.011689849
Severe Toxicity0.016383713
Moderate 0.33421695 Moderate Con 0.397
Oct 6, 2025 2 likes Why Canadians Are Turning Against …
pauvre terre amérindienne meurtrie après les européens et les autres maintenant c'est les indiennes a croire que le grand remplacement des amérindiens ne fini jamais j'aurais voulu que cette terre reste a forte majorité amérindienne …
pauvre terre amérindienne meurtrie après les européens et les autres maintenant c'est les indiennes a croire que le grand remplacement des amérindiens ne fini jamais j'aurais voulu que cette terre reste a forte majorité amérindienne quelle garde son âme ethnique sur l'écrasante majorité de son territoire total soutien pour les amérindiens les natifs comme ils aiment très justement le rappeler oui il n'y a d'américains que les descendants des natifs point final n'en déplaise a beaucoup c'est la réalité ethnique et historique de cette terre ne vous en déplaise
Identity Attack0.37222284
Insult0.25404143
Profanity0.09899642
Threat0.019228047
Severe Toxicity0.023927659
Moderate 0.3317266 Constructive 0.65 Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
If y'all read that banned book by mustache man you will come to realize we are 10-15 years away from a world war, only this time the Indians are in place of the Jews, that's …
If y'all read that banned book by mustache man you will come to realize we are 10-15 years away from a world war, only this time the Indians are in place of the Jews, that's not a threat nor do I want that to happen, but if you pay attention to the signs we are at the point where mustache man went to Vienna and saw what he saw. What comes next is a vote for mustache man's 2.0, in 5-10 years, then a movement to expel the Indians, then comes the countries to go to war with over the expulsion, it's going to be 6 million all over again, but that's history... Which no one wants to look at.
Identity Attack0.36702603
Insult0.1662211
Profanity0.11230402
Threat0.108496375
Severe Toxicity0.017674843
Moderate 0.3140926 Moderate Con 0.49 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Y you sold ur sole to someone else because of peace of bread that thay throw it to u u don't want to see deferent human being
Y you sold ur sole to someone else because of peace of bread that thay throw it to u u don't want to see deferent human being
Identity Attack0.015757138
Insult0.123407245
Profanity0.10240069
Threat0.019055385
Severe Toxicity0.012703998
Moderate 0.3048984 Moderate Con 0.392
Aug 26, 2025 Why Canadians Are Turning Against …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.