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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 #}

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Active: "We are with you, Canada." 6,088 comments · Page 166 of 244
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...
I cant wait until all of Canada is India 🙏🏾
I cant wait until all of Canada is India 🙏🏾
Identity Attack0.10221587
Insult0.028832749
Profanity0.018187506
Threat0.010964886
Severe Toxicity0.005683899
Low Tox 0.11378009 Moderate Con 0.404 Identity_Assertion
Oct 17, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, …
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, it was more or less "normal"...but now its the car accident and domestic violence capital of canada. also, the school my older sister attended in the next town over, malton, was turned into hindu temple in the 80s. malton was formerly an italian stronghold but was also completely taken over by indians in the 80s and 90s.
Identity Attack0.058856625
Insult0.04852104
Profanity0.024609445
Threat0.01254427
Severe Toxicity0.004272461
Low Tox 0.11378009 Constructive 0.614 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
3:12 THIS IS THE TRUTH. The older immigrants that helped build their communities alongside the Canadian people, were willing to assimilate, to learn, to be APART of the community, this is NO LONGER THE CASE, …
3:12 THIS IS THE TRUTH. The older immigrants that helped build their communities alongside the Canadian people, were willing to assimilate, to learn, to be APART of the community, this is NO LONGER THE CASE, and hasn't been the last 8 years. Back in the day our family would stop and give lifts to pedestrians who were elderly, carrying heavy items, or it was too cold, hot, whatever it was, my parents learned this when they immigrated to Canada and assimilated within their communities, and worked hard to be able to communicate the common initiative of prosperity. If you're able to come to a new country, be able to live there without ever learning the heritage of the land you inhabit, it's a shame. I'm proud to be a Canadian, and even more proud of my Immigrant parents for working hard to achieve what they have today, Godbless Canada 🙏
Identity Attack0.062039822
Insult0.043250903
Profanity0.020783609
Threat0.0075083673
Severe Toxicity0.0038337708
Low Tox 0.11378009 Constructive 0.832 Personal_Narrative
Jan 24, 2026 Inside Canada's Indian Metropolis (Brampton)
They all just need to leave Canada simple as that
They all just need to leave Canada simple as that
Identity Attack0.060675595
Insult0.027218282
Profanity0.014156717
Threat0.014566151
Severe Toxicity0.0038528442
Low Tox 0.11378009 Low Con 0.271 Call_To_Action
Feb 23, 2026 57 likes 'We do know that there's …
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 …
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)
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 …
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...
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 …
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 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)
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...
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 …
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 …
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...
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...
Its was nice country when we landed in 2008 now most students doesnt even know english with IELTS 8 and they talk in pure Punjabi They are basically farmers and sold their land and did …
Its was nice country when we landed in 2008 now most students doesnt even know english with IELTS 8 and they talk in pure Punjabi They are basically farmers and sold their land and did make false and fake credentials.I can challenge if fhey are taken IELTS here in Canada their score would be 2 Alhamdulillah we came from a Cosmopolitan citt on POINTS and worked hard in Middle East in Medical facilities.
Identity Attack0.036105253
Insult0.0623257
Profanity0.0137468055
Threat0.006168481
Severe Toxicity0.0021076202
Low Tox 0.11336674 Constructive 0.659 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
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)
Canada went full s#icidal since 2015. It was broken systematically by the liberals.
Canada went full s#icidal since 2015. It was broken systematically by the liberals.
Identity Attack0.042292643
Insult0.05964688
Profanity0.015830519
Threat0.0076766624
Severe Toxicity0.0020694733
Low Tox 0.11336674 Low Con 0.193
Jun 19, 2025 1 likes How Canada broke its immigration …
Canada is lawless Punjab now
Canada is lawless Punjab now
Identity Attack0.072601855
Insult0.04969218
Profanity0.020100424
Threat0.008311004
Severe Toxicity0.0040626526
Low Tox 0.11336674 Low Con 0.205 Identity_Assertion
Jun 20, 2025 187 likes How Canada broke its immigration …
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...

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.