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: "This is Canada. You can't …" 6,088 comments · Page 79 of 244
Canada needs a Name change . Call it what it really has become . CANINDIA. You will see more white people in New Delhi , than you see in many parts of Canada . As …
Canada needs a Name change . Call it what it really has become . CANINDIA. You will see more white people in New Delhi , than you see in many parts of Canada . As soon as there are more people from India in Government than white people , Canada will be a Third World Nation.
Identity Attack0.4453683
Insult0.16839184
Profanity0.028230323
Threat0.01052473
Severe Toxicity0.013155893
Moderate 0.36095104 Low Con 0.136 Fear_Threat
Sep 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
There is a HUGE issue no one is point to regarding Indian question And that is These are indoctrinated EXTREMIST Himdutva nationalist are by any definition are extremist You don’t want AZOV, RED SECTOR , …
There is a HUGE issue no one is point to regarding Indian question And that is These are indoctrinated EXTREMIST Himdutva nationalist are by any definition are extremist You don’t want AZOV, RED SECTOR , MEK, HTS, … In the number Indians are moving abroad Just imagine if there were a million azov were in Canada 💀
Identity Attack0.3817989
Insult0.2659317
Profanity0.048425674
Threat0.011379151
Severe Toxicity0.017287504
Moderate 0.36095104 Moderate Con 0.309 Unverified_Claim
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Why tf is there n auto rickshaw in Canada?
Why tf is there n auto rickshaw in Canada?
Identity Attack0.030433474
Insult0.08582769
Profanity0.40929472
Threat0.008285114
Severe Toxicity0.017933069
Moderate 0.36095104 Low Con 0.19 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
All Extortion cases in Canada originated from INDIA. INDIA sent all its criminals as students into Canada using diploma Mills.
All Extortion cases in Canada originated from INDIA. INDIA sent all its criminals as students into Canada using diploma Mills.
Identity Attack0.41975367
Insult0.24928534
Profanity0.023789622
Threat0.011249693
Severe Toxicity0.012833111
Moderate 0.36095104 Low Con 0.232
Sep 27, 2025 15 likes IRCC Names India in Study …
Pakis did this to themselves, they are at fault for how Canada is. 💯🥱
Pakis did this to themselves, they are at fault for how Canada is. 💯🥱
Identity Attack0.43896464
Insult0.23704576
Profanity0.079025
Threat0.010472948
Severe Toxicity0.015931819
Moderate 0.36095104 Low Con 0.187 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some …
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some unknown reason it is part of a "designated resettlement zone." There are more Indians than whites - it's insane. Local businesses have closed, new businesses catering to Indians have opened. Littering is rampant. Homes aren't taken care of. It's a tragedy. 70% of Canadians don't want these levels of immigration - hell, even *immigrants* don't want more immigrants. Justin Trudeau, his Liberal government, and the traitors over at the Century Initiative are 100% responsible for this irrevocable destruction of Canadian culture.
Identity Attack0.38200524
Insult0.2659317
Profanity0.08096472
Threat0.010239923
Severe Toxicity0.016060932
Moderate 0.36095104 Constructive 0.593 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Canada is Khalistan
Canada is Khalistan
Identity Attack0.39207554
Insult0.33998606
Profanity0.16636424
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.212 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
WHY CANADA TOOOO SOFT TO ALLOW THEM AT FIRST, REMOVE THEM, PROSECUTE ILLEGALS.
WHY CANADA TOOOO SOFT TO ALLOW THEM AT FIRST, REMOVE THEM, PROSECUTE ILLEGALS.
Identity Attack0.37361985
Insult0.16751462
Profanity0.022286616
Threat0.31092548
Severe Toxicity0.02077355
Moderate 0.36095104 Low Con 0.191
Sep 28, 2025 IRCC Names India in Study …
There are all scammers. No they can’t find them they’re all over Canada.
There are all scammers. No they can’t find them they’re all over Canada.
Identity Attack0.10221587
Insult0.40243408
Profanity0.037403382
Threat0.007340072
Severe Toxicity0.0060653687
Moderate 0.36095104 Low Con 0.248 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Canada isn’t europe, did the thieving genociding european settlers assimilate to Native/Indigenous culture? exactly. The loot that the brittish empire stole from South Asia was used to built the colony known as canada, even more …
Canada isn’t europe, did the thieving genociding european settlers assimilate to Native/Indigenous culture? exactly. The loot that the brittish empire stole from South Asia was used to built the colony known as canada, even more reason South Asians should be allowed to enjoy the benefits of the progress built on their ancestors blood and tears. Cry harder. No one’s going anywhere, infact, there are non europeans in europe because your in this non european land, only fair.
Identity Attack0.37012735
Insult0.2838064
Profanity0.027410502
Threat0.018192071
Severe Toxicity0.016125489
Moderate 0.36095104 Moderate Con 0.423 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have …
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have Indian MP's with lots of influence on immigration policy such as Fake student visa, visitor or travel visa which are the back door of illegal immigration process!
Identity Attack0.40883094
Insult0.1935001
Profanity0.023243073
Threat0.009463178
Severe Toxicity0.012435913
Moderate 0.36095104 Constructive 0.512 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The managed decline of canada welcome to your slavitude 😅😅😅😅😅
The managed decline of canada welcome to your slavitude 😅😅😅😅😅
Identity Attack0.23770751
Insult0.26957804
Profanity0.02795705
Threat0.011922873
Severe Toxicity0.013736901
Moderate 0.36095104 Low Con 0.143 Fear_Threat
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Those people need to leave Canada they are not here to be Canadian so they should go
Those people need to leave Canada they are not here to be Canadian so they should go
Identity Attack0.38185352
Insult0.16795322
Profanity0.033144772
Threat0.014393489
Severe Toxicity0.016060932
Moderate 0.36095104 Low Con 0.2
Aug 26, 2025 Why Canadians Are Turning Against …
there should be a CAP per country! We are filling Canada with Indians and Arabs. Cultures so far removed western life. It should be only 20K limit a year PER country and I still think …
there should be a CAP per country! We are filling Canada with Indians and Arabs. Cultures so far removed western life. It should be only 20K limit a year PER country and I still think that's insanely high.
Identity Attack0.44690517
Insult0.18728738
Profanity0.06495911
Threat0.023026628
Severe Toxicity0.02116089
Moderate 0.36095104 Constructive 0.55 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
You need to question Canadian govt. Faking docs and coming to Canada is so easy. And why Canada allows too much students? What about fake colleges opened and supported by Canadian govt. Blaming Indian is …
You need to question Canadian govt. Faking docs and coming to Canada is so easy. And why Canada allows too much students? What about fake colleges opened and supported by Canadian govt. Blaming Indian is easy because if you blame Canadain govt, you will be treated like Truckers..
Identity Attack0.35948995
Insult0.3388922
Profanity0.029186781
Threat0.009463178
Severe Toxicity0.00919342
Moderate 0.36095104 Moderate Con 0.408
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in …
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in Canada what it is like trying to find a job, If your last name isn't Singh or Patel good luck to you. Why is it that The Liberal government is letting in over 50% of the immigrants from India compared to the other nations? This is how you get cultural dominance. Immigrants who came to Canada before 2015 really wanted to become Canadian. Now everyone is coming at a fast rate, no one gives a F.
Identity Attack0.36702603
Insult0.27146968
Profanity0.043165036
Threat0.010990778
Severe Toxicity0.017803956
Moderate 0.36095104 Constructive 0.527 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada became CANINDIA. its done. Over. Bring more indians.
Canada became CANINDIA. its done. Over. Bring more indians.
Identity Attack0.40713623
Insult0.23704576
Profanity0.089693464
Threat0.028206514
Severe Toxicity0.022710243
Moderate 0.36095104 Low Con 0.141
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Laughing my head off, immigration officer rounding up criminals and some of them are here illegally, what are the immigration officer going to do when they all demand refugee status or claim asylum seekers, I …
Laughing my head off, immigration officer rounding up criminals and some of them are here illegally, what are the immigration officer going to do when they all demand refugee status or claim asylum seekers, I guess they will be given lodging, food and healthcare, all on the taxpayers dime, Canada is a joke
Identity Attack0.32184324
Insult0.33964422
Profanity0.027410502
Threat0.008000307
Severe Toxicity0.009307861
Moderate 0.36095104 Moderate Con 0.363 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Canada in India now. What a shame...
Canada in India now. What a shame...
Identity Attack0.36942887
Insult0.28997475
Profanity0.022969801
Threat0.0077802283
Severe Toxicity0.01159668
Moderate 0.36095104 Moderate Con 0.463 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Canada is already stolen land, after wiping entire race of native American now sitting as a owner..!
Canada is already stolen land, after wiping entire race of native American now sitting as a owner..!
Identity Attack0.3758158
Insult0.24767025
Profanity0.025770858
Threat0.020954676
Severe Toxicity0.01412424
Moderate 0.36095104 Low Con 0.174 Moral_Argument
Feb 27, 2026 Inside Canada's Indian Invasion...
Canada is gone. Killed by the myth of multiculturalism.
Canada is gone. Killed by the myth of multiculturalism.
Identity Attack0.3817989
Insult0.107333586
Profanity0.05168226
Threat0.31407106
Severe Toxicity0.017481172
Moderate 0.36095104 Low Con 0.19
Oct 12, 2025 IRCC Names India in Study …
This is Canada is not India. Not Pakistan. Not Palestine. Not Saudi. Get them out. Time to stop immigration scam.
This is Canada is not India. Not Pakistan. Not Palestine. Not Saudi. Get them out. Time to stop immigration scam.
Identity Attack0.3817989
Insult0.25800487
Profanity0.037403382
Threat0.013113883
Severe Toxicity0.012054443
Moderate 0.36095104 Low Con 0.168
Nov 30, 2025 1 likes IRCC Names India in Study …
As an American, I am ignorant about Canada and its immigration policy, and so wonder how much stated in this video are lies due to racism, and how much is true? For example, the Indians …
As an American, I am ignorant about Canada and its immigration policy, and so wonder how much stated in this video are lies due to racism, and how much is true? For example, the Indians who come to the US are vetted, are educated, and work hard. Since the 90s, most of the Indians who come to the US are not Punjabi Sikhs, nor are they Muslim. Punjabis came earlier, but since the tech boom, most who come are Hindus usually from Southern India. About 20% are also Christian. These Hindu and Christian Indians from Southern India are model minorities. Think of these kids who do well in the Spelling Bee. No crime, no trash, just educated hard working folks. Especially here where I am in San Jose, CA. So are these Canadians lying, or are the type of Indians who go to Canada worse? Those with fake diploomas or Sikhs claiming refugee status due to their religion and not being safe in Hindu India? Something is amiss bc how can these Indian immigrants be so different? If Canada is not vettung their immigrants why not? I also know that a coworker of mine who is from Southern India, his niece recently secured a visa to Canada and she is a Radiation Oncologist, an occupation Canada is in need of. So assumed lie the US, Canada is letting in needed skilled workers.
Identity Attack0.37361985
Insult0.3126888
Profanity0.06395709
Threat0.0076507707
Severe Toxicity0.0127685545
Moderate 0.36095104 Constructive 0.813
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Please accelerate the deportation of people from Punjab and the Muslim nations. Let's make Canada safe and beautiful.
Please accelerate the deportation of people from Punjab and the Muslim nations. Let's make Canada safe and beautiful.
Identity Attack0.45348886
Insult0.08484049
Profanity0.020988565
Threat0.04132889
Severe Toxicity0.020257099
Moderate 0.36095104 Moderate Con 0.363
Dec 24, 2025 1 likes Deportations From Canada at Their …
I'm from India. I'm happy that I don't live in CANADA!
I'm from India. I'm happy that I don't live in CANADA!
Identity Attack0.44690517
Insult0.07301756
Profanity0.031140719
Threat0.010239923
Severe Toxicity0.014898917
Moderate 0.36095104 Constructive 0.505
Aug 10, 2025 3 likes How Canada broke its immigration …

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.