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: "Up Canada ❤❤❤❤❤" 6,088 comments · Page 166 of 244
Canada is steaming towards becoming a 3rd world country fast! It will soon be left out of G7 and G20 as well
Canada is steaming towards becoming a 3rd world country fast! It will soon be left out of G7 and G20 as well
Identity Attack0.06795148
Insult0.03522326
Profanity0.01442999
Threat0.008764107
Severe Toxicity0.0037193298
Low Tox 0.11378009 Low Con 0.11
Oct 6, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
7:27 I read that article fully and it also said: “While nearly half of those surveyed said they felt quality of life in Canada’s fastest-growing big city had decreased in the past three years, 79 …
7:27 I read that article fully and it also said: “While nearly half of those surveyed said they felt quality of life in Canada’s fastest-growing big city had decreased in the past three years, 79 per cent of residents rated quality of life in Brampton as good or very good.” So the quality of life decrease is minimal and the article cites public safety, crime, and affordability of housing as concerns, but doesn’t specify Indian immigration as being the reason nor the racist implications that Tyler is trying to get at.. This is a classic correlation doesn’t mean causation example. If you read further into that article, people generally say that the quality of life is overall better compared to their survey in 2019. Straight up, Tyler here is cherry-picking data as a means of pushing the right wing narrative that Indians are bad and fueling hatred for them when the real reason is lack of better reform or change from the Canadian govt and Canadas corporations. Not that different from the US tbh.
Identity Attack0.1015541
Insult0.03827355
Profanity0.01402008
Threat0.0072235605
Severe Toxicity0.002670288
Low Tox 0.11378009 Constructive 0.673
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
its Sad all our Plees will land on Deaf Ears, and it will only get worse, get use to it. Say good bye to the Canada you knew.
its Sad all our Plees will land on Deaf Ears, and it will only get worse, get use to it. Say good bye to the Canada you knew.
Identity Attack0.031464707
Insult0.05262003
Profanity0.0166845
Threat0.0113014765
Severe Toxicity0.0032615662
Low Tox 0.11378009 Low Con 0.294
Aug 26, 2025 Why Canadians Are Turning Against …
Canada is a part of India 0:18
Canada is a part of India 0:18
Identity Attack0.10221587
Insult0.030485468
Profanity0.033645786
Threat0.0077672824
Severe Toxicity0.005455017
Low Tox 0.11378009 Low Con 0.224 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem with consultancy and agents doing false promises to student about canada dream getting easy pr and few communities also involved in canada.canada government an NDP opposition want illegal immigrants for they political benefits.
The problem with consultancy and agents doing false promises to student about canada dream getting easy pr and few communities also involved in canada.canada government an NDP opposition want illegal immigrants for they political benefits.
Identity Attack0.073429056
Insult0.046764325
Profanity0.011184863
Threat0.006427396
Severe Toxicity0.0017929077
Low Tox 0.11378009 Constructive 0.504
Sep 28, 2025 IRCC Names India in Study …
No, Canada didn't break it. Justin rainbow socks Trudick broke it
No, Canada didn't break it. Justin rainbow socks Trudick broke it
Identity Attack0.010211408
Insult0.05086332
Profanity0.025770858
Threat0.009463178
Severe Toxicity0.0026130676
Low Tox 0.11367676 Low Con 0.203 Policy_Critique
Aug 1, 2025 How Canada broke its immigration …
Yes, don’t trust the government of Canada or any other country that wants to select immigrants based on what they can contribute to the country in the long term.
Yes, don’t trust the government of Canada or any other country that wants to select immigrants based on what they can contribute to the country in the long term.
Identity Attack0.10221587
Insult0.02708937
Profanity0.011423977
Threat0.006738094
Severe Toxicity0.0025749207
Low Tox 0.11367676 Moderate Con 0.308 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Before bashing out try recalling about Columbus & the OG Natives as well. Caucasians themselves are immigrants from Europe to Canada. Don't throw stones when your own Castle is made of Glass.
Before bashing out try recalling about Columbus & the OG Natives as well. Caucasians themselves are immigrants from Europe to Canada. Don't throw stones when your own Castle is made of Glass.
Identity Attack0.06929302
Insult0.035333443
Profanity0.015420608
Threat0.008259222
Severe Toxicity0.0028419495
Low Tox 0.11367676 Moderate Con 0.494 Moral_Argument
Oct 11, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
When the prime minister asserts that “pragmatism” directs Canada to enter into trade deals and security arrangements with other countries, regardless of their abysmal human rights records, antithetical political ideology, history of infiltration and subversion, …
When the prime minister asserts that “pragmatism” directs Canada to enter into trade deals and security arrangements with other countries, regardless of their abysmal human rights records, antithetical political ideology, history of infiltration and subversion, and predatory and punitive trade practices, accepting - if not welcoming - into Canada those whose values, beliefs and practices are hostile to our own and thus socially destabilizing is a natural adjunct. Immorality is the defining characteristic of Mark Carney and his government.
Identity Attack0.015857628
Insult0.06921569
Profanity0.014703264
Threat0.007249452
Severe Toxicity0.0022029877
Low Tox 0.11367676 Moderate Con 0.358 Moral_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I hope Canada only accept who can speak English or French If immigrant could not speak Canadian languages they should not immigrate to Canada Enough is enough I know Chinese or Indian who has been …
I hope Canada only accept who can speak English or French If immigrant could not speak Canadian languages they should not immigrate to Canada Enough is enough I know Chinese or Indian who has been living in Canada for 20 years however can not speak English.we have to pay for translation
Identity Attack0.105836816
Insult0.026444806
Profanity0.011475217
Threat0.0070552654
Severe Toxicity0.0025749207
Low Tox 0.11367676 Constructive 0.635
Dec 31, 2025 Why Canadians Are Turning Against …
I'm Canadian. Immigration is for votes.... Canada needs someone like Trump to clean up our mess. Too much to say. This might not even post...
I'm Canadian. Immigration is for votes.... Canada needs someone like Trump to clean up our mess. Too much to say. This might not even post...
Identity Attack0.03894114
Insult0.046764325
Profanity0.0138151245
Threat0.007547205
Severe Toxicity0.002155304
Low Tox 0.11367676 Moderate Con 0.466 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada has always has had a large amount of Indian population. I grew up on the border Toronto has a large population legal aliens green cards.
Canada has always has had a large amount of Indian population. I grew up on the border Toronto has a large population legal aliens green cards.
Identity Attack0.11047905
Insult0.029934563
Profanity0.014225035
Threat0.006246155
Severe Toxicity0.0028419495
Low Tox 0.11357342 Constructive 0.611 Personal_Narrative
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, …
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, but you can works as uber drivers or Tim Hortons workers. The reason is Canadian youths don’t want to work in those odd jobs. However, Canadian people complain about the immigrant odd workers. They think economy is bad because of those immigrants who paid thousands of dollars for education and have been working in odd jobs. This is stupidity. Canada government exploits immigrant students by making them spend thousands for education and can only provide odd jobs for most of the immigrant students who hold PGWP work visa. Then some almost-racist Canadian folks stand against immigrants who have actually been exploited.
Identity Attack0.08831879
Insult0.045593183
Profanity0.016889455
Threat0.007197669
Severe Toxicity0.0031089783
Low Tox 0.11357342 Constructive 0.589 Policy_Critique
Oct 4, 2025 IRCC Names India in Study …
Indian American here, who spent nearly every summer in Canada growing up (and writing from Canada right now). Not all Indians are created equal, just like any other country. Plus, many are poor and just …
Indian American here, who spent nearly every summer in Canada growing up (and writing from Canada right now). Not all Indians are created equal, just like any other country. Plus, many are poor and just like any other country, social class matters. Canada needs to be way more selective for some time. I love both cultures so it's important that Indian culture doesn't over-run Canadian culture.
Identity Attack0.1294935
Insult0.029273475
Profanity0.013166099
Threat0.0064015044
Severe Toxicity0.0023269653
Low Tox 0.11357342 Constructive 0.843 Policy_Critique
Sep 19, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
India will take canada and usa becouse population
India will take canada and usa becouse population
Identity Attack0.10221587
Insult0.0233509
Profanity0.023789622
Threat0.01508414
Severe Toxicity0.004463196
Low Tox 0.11357342 Low Con 0.115 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
Canada wants to turn the United States into its landfill
Canada wants to turn the United States into its landfill
Identity Attack0.048995655
Insult0.029493837
Profanity0.022013342
Threat0.020264024
Severe Toxicity0.0046157837
Low Tox 0.11347008 Low Con 0.195 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
All of Canada should implement this..stop all immigration..asylum seekers for 5years..Help build a future for our Canadian children. There is enough talent in our Canadian youth if the government can help train them instead of …
All of Canada should implement this..stop all immigration..asylum seekers for 5years..Help build a future for our Canadian children. There is enough talent in our Canadian youth if the government can help train them instead of giving it to the refugees and asylum seekers who get more money than our Seniors or youth
Identity Attack0.10221587
Insult0.03158728
Profanity0.010211324
Threat0.007365964
Severe Toxicity0.0032997131
Low Tox 0.11347008 Constructive 0.55
Nov 23, 2025 Quebec Ends Economic Immigration Program …
A couple of years ago as I was in the Olympic Stadium in Montréal for an event I went to the washrooms and they were quite a few Indians males in there just walking around. …
A couple of years ago as I was in the Olympic Stadium in Montréal for an event I went to the washrooms and they were quite a few Indians males in there just walking around. Maybe you should check all the Arenas stadiums indoor housing around Canada find more students from India that are just wondering around collecting welfare checks in their accounts. How about freezing foreign students back accounts
Identity Attack0.11512129
Insult0.029053112
Profanity0.014054239
Threat0.006912862
Severe Toxicity0.002632141
Low Tox 0.11347008 Constructive 0.573 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
THIS IS THE REASON WHY I LEFT CANADA !
THIS IS THE REASON WHY I LEFT CANADA !
Identity Attack0.07012023
Insult0.025284592
Profanity0.013439372
Threat0.007832011
Severe Toxicity0.004234314
Low Tox 0.11347008 Low Con 0.286 Personal_Narrative
Mar 1, 2026 Inside Canada's Indian Invasion...
Thank you for coming to Canada to shed light on our failed immigration
Thank you for coming to Canada to shed light on our failed immigration
Identity Attack0.06567776
Insult0.036545437
Profanity0.010467518
Threat0.0064727063
Severe Toxicity0.0022602081
Low Tox 0.11347008 Moderate Con 0.47 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Maybe an unpopular opinion, but America should just take Canada and Mexico
Maybe an unpopular opinion, but America should just take Canada and Mexico
Identity Attack0.10221587
Insult0.02264188
Profanity0.014669105
Threat0.009825659
Severe Toxicity0.0025367737
Low Tox 0.11336674 Low Con 0.234 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
finally exposing canada
finally exposing canada
Identity Attack0.06431354
Insult0.025800243
Profanity0.017026093
Threat0.055917133
Severe Toxicity0.005455017
Low Tox 0.11336674 Low Con 0.274 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
I agree with you to the extent of your understanding of Canadian culture. However, immigrants to Canada should be aware that the First Nations and indigenous people of Canada often have to seek a better …
I agree with you to the extent of your understanding of Canadian culture. However, immigrants to Canada should be aware that the First Nations and indigenous people of Canada often have to seek a better life in other countries because colonizers and their descendants show no regard for treaty rights and have disenfranchised First Nations. The government hides the facts about the plight of indigenous Canadians and lie to Canadian immigrants and citizens, always to divide and conquer. Immigrants often don't realize that most indigenous Canadians are living in worse conditions than what the immigrants themselves came from, and few live as comfortably as white Canadians. When white people talk about how hard they have it because of immigrants, they should think about what First Nations have to deal with everyday because of them. Why is there a French-speaking province and not a Cree or Anishnabe speaking province?
Identity Attack0.083355546
Insult0.05964688
Profanity0.014122557
Threat0.007521313
Severe Toxicity0.0029754639
Low Tox 0.11336674 Constructive 0.77
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
European are all immigrants in Canada
European are all immigrants in Canada
Identity Attack0.10235514
Insult0.0279513
Profanity0.02071529
Threat0.0066668927
Severe Toxicity0.00333786
Low Tox 0.11336674 Low Con 0.216
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton is a window into the dystopian future that awaits the rest of Canada. Canada is losing its heritage and its original settler population which makes Canada what it is. People aren't interchangeable units who …
Brampton is a window into the dystopian future that awaits the rest of Canada. Canada is losing its heritage and its original settler population which makes Canada what it is. People aren't interchangeable units who can be shifted around without anything changing; Brampton being full of gurdwaras and hindu temples should make that pretty obvious.
Identity Attack0.094936445
Insult0.037980765
Profanity0.01174849
Threat0.0065568537
Severe Toxicity0.0023651123
Low Tox 0.11336674 Moderate Con 0.428 Identity_Assertion
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)

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.