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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Its back up!" 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)
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 …
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...
13:22 he can always go back in fact, he SHOULD go back; because at some point, Canadians are gonna be fed up; and you dont want to see the most tolerant and patient people in …
13:22 he can always go back in fact, he SHOULD go back; because at some point, Canadians are gonna be fed up; and you dont want to see the most tolerant and patient people in the world get fed up cause thats when things get UGLY
Identity Attack0.10221587
Insult0.14874944
Profanity0.047173142
Threat0.010239923
Severe Toxicity0.0065994263
Low Tox 0.25462922 Moderate Con 0.479
Sep 23, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Send them all back
Send them all back
Identity Attack0.10221587
Insult0.06459839
Profanity0.041912504
Threat0.13815513
Severe Toxicity0.013543231
Low Tox 0.25462922 Low Con 0.25
Nov 23, 2025 Quebec Ends Economic Immigration Program …
why not deport all of them back?
why not deport all of them back?
Identity Attack0.17925262
Insult0.05086332
Profanity0.023106437
Threat0.09009721
Severe Toxicity0.009727478
Low Tox 0.25462922 Low Con 0.217 Call_To_Action
Jan 18, 2026 2.9 million Canadian temporary visas …
Canadian that spent 16 years in Japan. I went as an individual. I stayed as an individual. Married a Japanese. Came back to Canada for a pension and can't wait to leave. I were in …
Canadian that spent 16 years in Japan. I went as an individual. I stayed as an individual. Married a Japanese. Came back to Canada for a pension and can't wait to leave. I were in Japan and if I saw a group of Canadians arrive expecting Japan to change for them, I would have been severely pissed off with them. Every other country and normal immigrant that came as an individual or individual family probably thinks the same way I do. No one in any country likes to see "Mass Immigration" and even Japan these days are looking at an influx of half a million Indians and who knows how many more Africans. This will change Japan and they'll turn a good culture into their shitty culture and I'm not happy with that. I liked being one of few. Yes I had American, Canadian, Australian, Kiwi and British friends as well as Japanese friends. But we were all individuals that adopted the way of living in Japan into our everyday lives. If I go back, I don't want to be in india. It'd be like living in Brampton. What pisses me most is the attitude of that muslim guy. Yes you are out breeding us but not all majorities rule. In Malaysia, Malays rule despite being the smaller population. They have more Chinese and Indians there but they have to live under the rule of the native Malays. So you will have to do the same in Canada despite if your population is larger. You adapt to this country. The country doesn't convert to accomodate you. Individuals are key. Groups are the bane of all countries.
Identity Attack0.1769227
Insult0.16766082
Profanity0.16403814
Threat0.009048914
Severe Toxicity0.010528564
Low Tox 0.25462922 Constructive 0.767 Personal_Narrative
Sep 27, 2025 1 likes Why Canadians Are Turning Against …
I went to Highschool at J. A. Turner SS in Brampton, during the early 80's and there were a couple black kids and everyone else was white. Then I moved to Montreal, to start my …
I went to Highschool at J. A. Turner SS in Brampton, during the early 80's and there were a couple black kids and everyone else was white. Then I moved to Montreal, to start my career as a fashion designer... it was surprising to come back to visit family in Toronto and hear how fast Brampton had became a 'brown' town. (Not surprised to hear of India's global domination, as the population of the planet is out of control... consider the population of the planet in 1725 was half a billion, then in 1825 it was 1 billion, then in 1925 it was 2 billion, and in 2025 it is over 8 billion.)
Identity Attack0.3072352
Insult0.0838533
Profanity0.051431753
Threat0.011249693
Severe Toxicity0.009765625
Low Tox 0.25462922 Constructive 0.709
Sep 20, 2025 1 likes 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 …
SEND THEM ALL BACK NOW
SEND THEM ALL BACK NOW
Identity Attack0.10221587
Insult0.06669625
Profanity0.034397304
Threat0.13734594
Severe Toxicity0.015221698
Low Tox 0.25462922 Low Con 0.228
Sep 20, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
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 …
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 …
😢😢😢Send all back wuere they comee from 😮😮😮😮Like Donald Trump did it 😮😮😮😮please do something about it for CANADA..
😢😢😢Send all back wuere they comee from 😮😮😮😮Like Donald Trump did it 😮😮😮😮please do something about it for CANADA..
Identity Attack0.10221587
Insult0.07967083
Profanity0.022559889
Threat0.044602267
Severe Toxicity0.010528564
Low Tox 0.25462922 Low Con 0.299
Oct 6, 2025 2 likes Why Canadians Are Turning Against …
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 …
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 …
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 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 …
It's absolutely grotesque and no one is fighting back. No one is fighting for our Country. Canadians have turned a blind eye on this liberal government for far too long and now it's too late. …
It's absolutely grotesque and no one is fighting back. No one is fighting for our Country. Canadians have turned a blind eye on this liberal government for far too long and now it's too late. We are about to have a really rude awakening when this economy collapses. And only then people will wonder what happened. Well, you didn't fight for it!
Identity Attack0.031722516
Insult0.21602537
Profanity0.019758832
Threat0.008440462
Severe Toxicity0.0040626526
Low Tox 0.25462922 Moderate Con 0.368
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Well one thing- people who go to another country to start a new life must respect and integrate in their culture. And if they don’t send them back. Also mostly Punjabis and hindu atleast no …
Well one thing- people who go to another country to start a new life must respect and integrate in their culture. And if they don’t send them back. Also mostly Punjabis and hindu atleast no Muslims otherwise they will try to convert Brampton into Brampistan😂
Identity Attack0.2964622
Insult0.0811385
Profanity0.05268429
Threat0.012285355
Severe Toxicity0.0127685545
Low Tox 0.25462922 Moderate Con 0.421 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
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)
"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)
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...
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...
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 …

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.