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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

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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

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Active: "Don't back down!!!!" 1,445 comments · Page 31 of 58
The polish guy has assimilated quite well - he now looks down upon (other) immigrants , probably just like his parents treated the jews back in poland.
The polish guy has assimilated quite well - he now looks down upon (other) immigrants , probably just like his parents treated the jews back in poland.
Identity Attack0.29798782
Insult0.0777699
Profanity0.0741757
Threat0.009825659
Severe Toxicity0.009841919
Low Tox 0.2553839 Moderate Con 0.444 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Look what's happening in Saudi Arabia and USA, they're strict on illegal immigrants and deport most of them back to their country
Look what's happening in Saudi Arabia and USA, they're strict on illegal immigrants and deport most of them back to their country
Identity Attack0.2816105
Insult0.06921569
Profanity0.027820412
Threat0.0138755
Severe Toxicity0.0077056885
Low Tox 0.25462922 Moderate Con 0.396
Dec 29, 2025 1 likes Deportations From Canada at Their …
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Identity Attack0.26494437
Insult0.25800487
Profanity0.06295506
Threat0.04029291
Severe Toxicity0.020386212
Low Tox 0.25462922 Low Con 0.259 Call_To_Action
Oct 26, 2025 IRCC Names India in Study …
Send them all back
Send them all back
Identity Attack0.10221587
Insult0.06407392
Profanity0.041661996
Threat0.13815513
Severe Toxicity0.01322045
Low Tox 0.25462922 Low Con 0.249 Call_To_Action
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Go back home please and thank you.
Go back home please and thank you.
Identity Attack0.010433395
Insult0.110259406
Profanity0.021808386
Threat0.021300001
Severe Toxicity0.0074386597
Low Tox 0.25462922 Moderate Con 0.372 Call_To_Action
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I agree they should check their culture at the door and adapt to our culture and our ways, or go back home.
I agree they should check their culture at the door and adapt to our culture and our ways, or go back home.
Identity Attack0.27340925
Insult0.06687108
Profanity0.026180768
Threat0.015774792
Severe Toxicity0.009689331
Low Tox 0.25462922 Moderate Con 0.471
Sep 11, 2025 Why Canadians Are Turning Against …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , just respect the people's culture , religion and appreciate the rational space they actually provide . And for the countries with illegal immigrant problems , just send them back ??!! The government's corruption is also playing a major role . These goverment officials collect lumpsum amount of money from immigrants as bribe and letting them live there by the fact that it's easier for the government to earn by making the country worse than actually earning by making the country better .
Identity Attack0.23163283
Insult0.11464815
Profanity0.078378424
Threat0.011974656
Severe Toxicity0.009689331
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indian here, our government have been requesting Canadian government to sent these Punjabis back home. They’re not even sending back dangerous people and allowed to “seek asylum” against jail time in India. I have no …
Indian here, our government have been requesting Canadian government to sent these Punjabis back home. They’re not even sending back dangerous people and allowed to “seek asylum” against jail time in India. I have no idea why Canadian government would allow this to happen to their own country.
Identity Attack0.28883415
Insult0.0836065
Profanity0.016821137
Threat0.010110466
Severe Toxicity0.007171631
Low Tox 0.25462922 Constructive 0.602
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Send them all back immediately
Send them all back immediately
Identity Attack0.09824528
Insult0.06354945
Profanity0.035900343
Threat0.16067244
Severe Toxicity0.013672344
Low Tox 0.25462922 Low Con 0.234 Call_To_Action
Jan 20, 2026 Why Canada’s immigration system has …
Kick out non tax paying refugees who have been in the country longer than two years. We have millions claiming child tax credits and welfare who drive luxury cars and haven't paid a cent in …
Kick out non tax paying refugees who have been in the country longer than two years. We have millions claiming child tax credits and welfare who drive luxury cars and haven't paid a cent in taxes back to society
Identity Attack0.20878418
Insult0.061101943
Profanity0.026317406
Threat0.20938614
Severe Toxicity0.012833111
Low Tox 0.25462922 Moderate Con 0.367
Dec 30, 2025 3 likes Deportations From Canada at Their …
I'm from India y'all just incase y'all want to know I'm from kerala india 🇮🇳, but tbh the nri indians Aka the indians outside of India i want them to come back home and develop …
I'm from India y'all just incase y'all want to know I'm from kerala india 🇮🇳, but tbh the nri indians Aka the indians outside of India i want them to come back home and develop it.., but as of youn who's making content on india just to get views,.. you shouldn't be trolling india tho.. you could respect it :)
Identity Attack0.27340925
Insult0.10587067
Profanity0.09992486
Threat0.017328756
Severe Toxicity0.012283325
Low Tox 0.25462922 Constructive 0.703 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Real Canadians don’t like Brampton send them all back home
Real Canadians don’t like Brampton send them all back home
Identity Attack0.20680901
Insult0.08582769
Profanity0.020578653
Threat0.03235042
Severe Toxicity0.008659363
Low Tox 0.25462922 Low Con 0.184 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Italians used to do this back in the day especially in Quebec. Biker gangs as well. Now the mafia is white collar and bikers are middle management. Evolution.
Italians used to do this back in the day especially in Quebec. Biker gangs as well. Now the mafia is white collar and bikers are middle management. Evolution.
Identity Attack0.2795294
Insult0.09563028
Profanity0.02344803
Threat0.008867673
Severe Toxicity0.0065612793
Low Tox 0.25462922 Moderate Con 0.43 Comparative_Framing
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Identity Attack0.26494437
Insult0.25800487
Profanity0.06295506
Threat0.04029291
Severe Toxicity0.020386212
Low Tox 0.25462922 Low Con 0.261 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
I don't want them to adapt. I want them to go home. They have to go back. \\\\\\
I don't want them to adapt. I want them to go home. They have to go back. \\\\\\
Identity Attack0.08252834
Insult0.0813853
Profanity0.033645786
Threat0.060119797
Severe Toxicity0.00793457
Low Tox 0.25462922 Moderate Con 0.302 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
"In India, life is easier for us. In India, if one person works and earns, the whole family can eat. Here, everyone has to work". Well said, Indian guy. But, if you don't like Canada, …
"In India, life is easier for us. In India, if one person works and earns, the whole family can eat. Here, everyone has to work". Well said, Indian guy. But, if you don't like Canada, because they force you to work, why don't you go back to India?
Identity Attack0.29798782
Insult0.06826523
Profanity0.016479544
Threat0.0078449575
Severe Toxicity0.0065231323
Low Tox 0.25462922 Constructive 0.66
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They should all be sent back
They should all be sent back
Identity Attack0.10699738
Insult0.06512285
Profanity0.044668075
Threat0.09929679
Severe Toxicity0.011444092
Low Tox 0.25462922 Low Con 0.228
Jan 5, 2026 Migrants cross into Canada near …
It is sad that after immigrated to Canada 25 years ago, now I'm planning to go back to my original country since I don't recognize country anymore, I didn't immigrate to an Islamist/Indian country.. If …
It is sad that after immigrated to Canada 25 years ago, now I'm planning to go back to my original country since I don't recognize country anymore, I didn't immigrate to an Islamist/Indian country.. If I wanted that I'd go to their country..
Identity Attack0.36273825
Insult0.06285016
Profanity0.01764096
Threat0.006492125
Severe Toxicity0.0063705444
Low Tox 0.25462922 Constructive 0.582 Personal_Narrative
Aug 26, 2025 3 likes Why Canadians Are Turning Against …
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Identity Attack0.25817248
Insult0.25602314
Profanity0.06145202
Threat0.038911607
Severe Toxicity0.01986976
Low Tox 0.25462922 Low Con 0.261 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at …
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at 2:50 was purhaps the most honest 'white' guy you will meet. The fact is Indians didn't take over, the upper class just decided to move north to Bolton or more west to the Halton area. Over time enough Indians replaced them to basically take over important roles like police officers and political positions. Eventually just like East Asians have Markham and parts of Scarborough, the south Asians had a high enough population for Brampton to be considered their home turf. Eventually though it was the student visas that drove Canadians crazy. Millions of students in record time and I believe there was an additional 4 million who came on temporary work visas during covid, eventually Canadians got annoyed. Personally I don't see any problem with it as long as we keep building apartments and homes for the new immigrants to rent and live it doesn't bother me. I would like to see three times more immigration especially from Europe as this country is super underpopulated and we need people to open factories and build companies that will strengthen Canada as a whole and employ our own not just send money back to their countries. So its not an invasion we just need come to a place of understanding and learn to work together. I will finish with the one negative; there truly is a massive lack of assimilation and this may prove to be more of a problem than we realize but I won't go into it. Stay strong my Punjabi friends 👳🏿
Identity Attack0.293411
Insult0.123407245
Profanity0.06596114
Threat0.012285355
Severe Toxicity0.009613037
Low Tox 0.25462922 Constructive 0.875 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Multiculturalism is a Marxist agenda. Meant to destroy Canada. Forced back in the 70's by Senior Trudeau. Then Junior opens the floodgates, pouring in the whole f ing world while claiming that there's no Canadian …
Multiculturalism is a Marxist agenda. Meant to destroy Canada. Forced back in the 70's by Senior Trudeau. Then Junior opens the floodgates, pouring in the whole f ing world while claiming that there's no Canadian identity anymore, and how he wants Canada to become the First Post National State. State of what? Make Brampton Ontario a Canadian City Again.
Identity Attack0.18391247
Insult0.13245803
Profanity0.07870171
Threat0.012647836
Severe Toxicity0.009422302
Low Tox 0.25462922 Low Con 0.297 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other …
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other language we have to stand firm like sir John a McDonald said
Identity Attack0.27875587
Insult0.082372494
Profanity0.015967157
Threat0.008026198
Severe Toxicity0.008239746
Low Tox 0.25462922 Constructive 0.51
Aug 29, 2025 Why Canadians Are Turning Against …
It's so paradoxical that the indians back in India and abroad are projecting different outlooks about immigration and assimilation. I think it's absurd. In recent India, they look down upon immigration in India and complain …
It's so paradoxical that the indians back in India and abroad are projecting different outlooks about immigration and assimilation. I think it's absurd. In recent India, they look down upon immigration in India and complain about the lack of assimilation of immigrants to the diverse Indian culture. But abroad in another country as immigrants they want to protect their culture and do not want to assimilate to that country's culture or way of life. 😅 The comments about equality of humans, non discrimination etc made me laugh so much.. Ask them about the caste discrimination in their society, anti-conversion laws, attacks on sikhs, muslims, christians institutions/places of worship, and how they treat african students & other non-white races in India to have a better understanding on their views. 😂😅
Identity Attack0.28034934
Insult0.09563028
Profanity0.06946823
Threat0.009023022
Severe Toxicity0.008163452
Low Tox 0.25462922 Constructive 0.792 Comparative_Framing
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
50,000 WOW SEND THEM BACK GIVE THEM NOTHING BUT A TICKET ONE WAY BACK TO THERE COUNTRY AND IT WILL SEND A MESSAGE TO THE OTHERS TRYING TO COME HERE
50,000 WOW SEND THEM BACK GIVE THEM NOTHING BUT A TICKET ONE WAY BACK TO THERE COUNTRY AND IT WILL SEND A MESSAGE TO THE OTHERS TRYING TO COME HERE
Identity Attack0.14661247
Insult0.06529768
Profanity0.021125201
Threat0.03235042
Severe Toxicity0.01083374
Low Tox 0.25462922 Low Con 0.287
Jan 1, 2019 How much do refugees and …
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send …
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send more back to perhaps other countries that will accept them. That alone will save Canada money.
Identity Attack0.18002926
Insult0.15485314
Profanity0.027683776
Threat0.008414571
Severe Toxicity0.006980896
Low Tox 0.25462922 Constructive 0.604 Economic_Argument
Dec 28, 2025 Deportations From Canada at Their …

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.