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: "From Canada. This is the …" 6,088 comments · Page 215 of 244
So it's just Canada's version of Bradford UK 😂
So it's just Canada's version of Bradford UK 😂
Identity Attack0.015455672
Insult0.014808921
Profanity0.012687869
Threat0.0063885585
Severe Toxicity0.0013828278
Low Tox 0.032627538 Low Con 0.255 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The thing you need to understand is... this is all of Canada.
The thing you need to understand is... this is all of Canada.
Identity Attack0.01756594
Insult0.013592913
Profanity0.010313802
Threat0.0061878995
Severe Toxicity0.0012779236
Low Tox 0.032627538 Low Con 0.21 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
i always wonder, how millions of people from the opposite of the world get into Canada, they all pass trough an aiport, is not like people from Mx, Central and Sout America entering into the …
i always wonder, how millions of people from the opposite of the world get into Canada, they all pass trough an aiport, is not like people from Mx, Central and Sout America entering into the USA border, these people get into an airport, but how?
Identity Attack0.021183543
Insult0.011844902
Profanity0.010330882
Threat0.006304411
Severe Toxicity0.0011062622
Low Tox 0.032627538 Moderate Con 0.34
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Omg you’re in Ontario, Canada!!!!! I honestly never go to Brampton but welcome to Canada !!!! 🇨🇦
Omg you’re in Ontario, Canada!!!!! I honestly never go to Brampton but welcome to Canada !!!! 🇨🇦
Identity Attack0.013546381
Insult0.012186904
Profanity0.013678487
Threat0.0064015044
Severe Toxicity0.0013828278
Low Tox 0.032627538 Constructive 0.539 Solidarity
Jan 27, 2026 15 likes Inside Canada's Indian Invasion...
Man im glad you made this video! I was wondering why so many were coming to Canada.
Man im glad you made this video! I was wondering why so many were coming to Canada.
Identity Attack0.019374741
Insult0.010818896
Profanity0.015454767
Threat0.007534259
Severe Toxicity0.0015354156
Low Tox 0.032627538 Constructive 0.555 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Sad part is that they think its a right, not a privelage, to be in Canada need to tighten imigration laws
Sad part is that they think its a right, not a privelage, to be in Canada need to tighten imigration laws
Identity Attack0.016963007
Insult0.012490907
Profanity0.010143006
Threat0.0064144502
Severe Toxicity0.0009775162
Low Tox 0.032391842 Moderate Con 0.357
Oct 21, 2025 Inside Canada's Indian Metropolis (Brampton)
WE NEED RESTORE CANADA
WE NEED RESTORE CANADA
Identity Attack0.012943448
Insult0.010932897
Profanity0.0128245065
Threat0.009929225
Severe Toxicity0.002336502
Low Tox 0.032391842 Low Con 0.201 Call_To_Action
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
Wanted to visit Canada in some day 😂 now I have doubts
Wanted to visit Canada in some day 😂 now I have doubts
Identity Attack0.016360072
Insult0.011996903
Profanity0.014703264
Threat0.0074565844
Severe Toxicity0.0015068054
Low Tox 0.032391842 Moderate Con 0.386 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
51st State only way, they'll have to leave immediately upon USA 🇺🇸 aquires Canada.
51st State only way, they'll have to leave immediately upon USA 🇺🇸 aquires Canada.
Identity Attack0.012340514
Insult0.012756908
Profanity0.01084327
Threat0.00866054
Severe Toxicity0.001411438
Low Tox 0.032156147 Low Con 0.097 Identity_Assertion
Dec 31, 2025 Deportations From Canada at Their …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
Finally, the government is trying to correct the underlying issue related to foreign students and the colleges involvement. All the colleges recruiting international students should adhere to strict rules and regulations . They should not …
Finally, the government is trying to correct the underlying issue related to foreign students and the colleges involvement. All the colleges recruiting international students should adhere to strict rules and regulations . They should not ignore students' bad behaviors and false credentials in order to obtain a student permit in Canada. Also, Canada Immigration also needs to scrutinize both students and colleagues
Identity Attack0.012061302
Insult0.01648093
Profanity0.009681856
Threat0.006246155
Severe Toxicity0.0008249283
Low Tox 0.032156147 Constructive 0.53
Sep 29, 2025 IRCC Names India in Study …
Time for Canada ICE to find and send them packing.
Time for Canada ICE to find and send them packing.
Identity Attack0.004643231
Insult0.013782915
Profanity0.010467518
Threat0.012647836
Severe Toxicity0.0016021729
Low Tox 0.032156147 Low Con 0.149
Oct 4, 2025 IRCC Names India in Study …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, proof that I had paid the college (at least 1st year), English, a Bachelor degree (education), a clear criminal history, and what attach me to my country. I had to study hard, and only after graduation I could have 3y work permit. By working in Canada I could get more point to become a permanent resident. After 2y having my PR, I could get the citizenship, but I had to prove I pay taxes, clear criminal history, and other things that show I would be a good citizen. So, I worked (and still work) hard, I am currently in two jobs and at school taking my masters, I respect the laws, I respect the culture (I never tried to impose mine), and I pay over CAD$10.000 in taxes per year on my income. That said, I feel as a slap on my face when fraudulent and dishonest people are able to be here cheating the system in any way. Some people may say I am an immigrant against immigration. NO, I am in favor of people taking the right path to immigrate, and make real contributions for this country, not coming to be scammers and criminals.
Identity Attack0.0076955543
Insult0.017227544
Profanity0.015079016
Threat0.006492125
Severe Toxicity0.0011730194
Low Tox 0.03192045 Constructive 0.774
Oct 10, 2025 IRCC Names India in Study …
A change in Government is way past due ... is there still time to prevent the end of Canada as an independent democracy? It's very doubtful!
A change in Government is way past due ... is there still time to prevent the end of Canada as an independent democracy? It's very doubtful!
Identity Attack0.007288578
Insult0.016100928
Profanity0.010313802
Threat0.0071070488
Severe Toxicity0.0011110306
Low Tox 0.03192045 Moderate Con 0.358 Call_To_Action
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian …
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian culture❤
Identity Attack0.022791367
Insult0.011920903
Profanity0.013029462
Threat0.007145886
Severe Toxicity0.0013637543
Low Tox 0.03192045 Constructive 0.651
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
canada goverment wants this to happen
canada goverment wants this to happen
Identity Attack0.009175468
Insult0.010286893
Profanity0.014327513
Threat0.010291707
Severe Toxicity0.0019931793
Low Tox 0.03192045 Low Con 0.164 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Only in Canada, Thanks to the liberal government.
Only in Canada, Thanks to the liberal government.
Identity Attack0.01656105
Insult0.014504919
Profanity0.010296722
Threat0.006155535
Severe Toxicity0.0011634827
Low Tox 0.03192045 Low Con 0.215 Policy_Critique
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Identity Attack0.0052166977
Insult0.017227544
Profanity0.011167783
Threat0.006330303
Severe Toxicity0.0010442734
Low Tox 0.03192045 Moderate Con 0.345 Question
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
When she says ‘they’ promised a better life, she’s talking about her immigration agent. Canada only ever issued her and millions like her a ‘temporary’ visa. I’m empathetic, I came with a temporary visa originally …
When she says ‘they’ promised a better life, she’s talking about her immigration agent. Canada only ever issued her and millions like her a ‘temporary’ visa. I’m empathetic, I came with a temporary visa originally but I did not ‘invest’ anything into my life but the bare minimum until my status was permanent.
Identity Attack0.0071775843
Insult0.016632931
Profanity0.010826191
Threat0.006051969
Severe Toxicity0.0008535385
Low Tox 0.03192045 Constructive 0.668 Personal_Narrative
Feb 11, 2026 Canada's tighter immigration policy divides …
There is a bright side to this; the people going back to their home countries will help lift the standard of living for their country of origin based on the education and skills obtained in …
There is a bright side to this; the people going back to their home countries will help lift the standard of living for their country of origin based on the education and skills obtained in Canada.
Identity Attack0.02037963
Insult0.012338906
Profanity0.009570839
Threat0.006110225
Severe Toxicity0.0010108948
Low Tox 0.03192045 Constructive 0.52
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Too late to stop. You already see them everywhere you go in Canada
Too late to stop. You already see them everywhere you go in Canada
Identity Attack0.010729378
Insult0.012642908
Profanity0.010621235
Threat0.008220384
Severe Toxicity0.0012493134
Low Tox 0.031684756 Low Con 0.264 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
there was i time in canada that foreign workers were brought in seasonally for farm labour. but to get status you needed to be a skilled worker. then we got tim hortons :/
there was i time in canada that foreign workers were brought in seasonally for farm labour. but to get status you needed to be a skilled worker. then we got tim hortons :/
Identity Attack0.011469335
Insult0.016632931
Profanity0.0103821205
Threat0.0060778605
Severe Toxicity0.0008535385
Low Tox 0.031684756 Moderate Con 0.498
Jan 8, 2026 New rules, regulations take effect …
😂😂😂 omg Canada 🇨🇦 is done 😅
😂😂😂 omg Canada 🇨🇦 is done 😅
Identity Attack0.008916483
Insult0.01302291
Profanity0.015864678
Threat0.007081157
Severe Toxicity0.0022888184
Low Tox 0.031684756 Moderate Con 0.323
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is MINE, AND MINE ALONE.
Canada is MINE, AND MINE ALONE.
Identity Attack0.011691323
Insult0.012186904
Profanity0.011048226
Threat0.0070552654
Severe Toxicity0.001449585
Low Tox 0.031449065 Low Con 0.235
Jan 3, 2026 2 likes New rules, regulations take effect …
they took all the jobs here in canada bro especially ontario toronto (GTA) area im almost 18 and i still cant find a flipping job because they get payed like 4$/hour on some job like …
they took all the jobs here in canada bro especially ontario toronto (GTA) area im almost 18 and i still cant find a flipping job because they get payed like 4$/hour on some job like cashier thats y if u go tim hortons there all there fam
Identity Attack0.006511623
Insult0.015340924
Profanity0.012926984
Threat0.0062008454
Severe Toxicity0.001001358
Low Tox 0.031449065 Constructive 0.506 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

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.