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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: "🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣Canada." 6,088 comments · Page 117 of 244
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any …
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any business and pay better taxes to contribute better. Sorry to say, we love white people. I myself had to spend 5 years, put in efforts to make white friends, chinese, japanese, arab, black friends (in order to learn canadian culture and try to adjust myself in it, without compromising extremely on my spiritual beliefs and positive aspects of my culture). quite a few are very good friends and discuss my problems and share theirs while others behave like they are somehow supreme than me... 6.5 years in Canada, worked hard to assimilate and now, Federal Government backstabbed me for PR along with a minimum wage paying, but expecting $30 results employer (white-canadians)... So, I guess, people who are not trusting them knew something that I didn't... I never worked cash never tried to misrepresent myself to IRCC and this is what I am made feel... while 100s of people did cash jobs, saved money and today are getting PRs... still I am trying my best to stay legally, without exploiting loopholes... but, I feel scammed by the canadian dream.
Identity Attack0.293411
Insult0.0818789
Profanity0.037904397
Threat0.008246276
Severe Toxicity0.008773804
Low Tox 0.25462922 Constructive 0.706 Personal_Narrative
Oct 9, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
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 …
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 …
All the Americans come up to Canada and film these videos and never reach out to me the Resident Indian expert! Ive got the details fellas been covering the scams for a while!
All the Americans come up to Canada and film these videos and never reach out to me the Resident Indian expert! Ive got the details fellas been covering the scams for a while!
Identity Attack0.2028587
Insult0.14331897
Profanity0.031140719
Threat0.00814271
Severe Toxicity0.005264282
Low Tox 0.25462922 Moderate Con 0.477 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
I used to think the post secondary programs for immigration were Canada’s best shot at retaining the best talent but if this study is saying 8% then it’s likely 25% fraudulent activity. These criminals are …
I used to think the post secondary programs for immigration were Canada’s best shot at retaining the best talent but if this study is saying 8% then it’s likely 25% fraudulent activity. These criminals are laughing at us and giving Canada the worst segment of humanity that can’t possibly be good stewards of our future
Identity Attack0.10221587
Insult0.21135417
Profanity0.020578653
Threat0.008815889
Severe Toxicity0.004673004
Low Tox 0.25462922 Moderate Con 0.479
Oct 1, 2025 IRCC Names India in Study …
Main culprit here are the Agents/lawyers who tried to convince an applicant that by using loop hole in the system, they can get every crook in Canada, this is what the problem is, there should …
Main culprit here are the Agents/lawyers who tried to convince an applicant that by using loop hole in the system, they can get every crook in Canada, this is what the problem is, there should be a permanent banned and jail time for any person who is legally misleading or helping to circumvent the system which resulting in flood of illegals in the country.
Identity Attack0.10221587
Insult0.24630153
Profanity0.028776871
Threat0.0113014765
Severe Toxicity0.0049972534
Low Tox 0.25462922 Moderate Con 0.433 Policy_Critique
Nov 20, 2025 274 likes Quebec Ends Economic Immigration Program …
Please feel free to burn the flag of Canada! Its ok. No deportation! No jail time! CBC will protects you! Our politicians will love you. They need your votes.
Please feel free to burn the flag of Canada! Its ok. No deportation! No jail time! CBC will protects you! Our politicians will love you. They need your votes.
Identity Attack0.055218685
Insult0.034562174
Profanity0.019622196
Threat0.33609006
Severe Toxicity0.016319158
Low Tox 0.25462922 Low Con 0.296
Nov 23, 2025 Why Canadians Are Turning Against …
Modern states (all post cold war NATO) are tailored as such to put the descendants of the citizens are always at a disadvantage. Land, taxes, infrastructure, livelihood stolen from their grandparents by their own state …
Modern states (all post cold war NATO) are tailored as such to put the descendants of the citizens are always at a disadvantage. Land, taxes, infrastructure, livelihood stolen from their grandparents by their own state and distributed to newcomers. The scapegoats are Indians in Canada, North Aficans in France, Syrians and Afghans in Turkey while the politicians commit the crime go unpunished.
Identity Attack0.23467018
Insult0.15982662
Profanity0.019758832
Threat0.009877442
Severe Toxicity0.0062179565
Low Tox 0.25462922 Moderate Con 0.382
Oct 13, 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 Attack0.25817248
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'm an Indian and canada has set itself up for failure 😂😂 and they will see it very soon.
I'm an Indian and canada has set itself up for failure 😂😂 and they will see it very soon.
Identity Attack0.22063516
Insult0.083112895
Profanity0.034146797
Threat0.012699619
Severe Toxicity0.0073242188
Low Tox 0.25462922 Low Con 0.274 Personal_Narrative
Feb 10, 2026 Inside Canada's Indian Invasion...
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in …
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in just few years , unbelievable !! why no inquiry about replacing all other hard working Canadians and legal immigrants by new arrivals from only one country ,India and who are those workers , most of them are students , many came with fake documents and many many of them have absolutely no intention to finish their education in Canada but to use these loopholes to get into Canada and never leave , India is one of the most corrupt countries in the world ( look at the origin of most of the scam calls ! ), you can get a PHD degree there with money, ( the most scary part is hiring nurses or doctors with maybe fake degrees ) now corruption and loopholes in our immigration system allowed this influx of cheaters while hundred of thousands of Canadians cant find jobs and honest people from everywhere who try to immigrate through the front door face all the difficulties, this is not racism, it is the truth ...
Identity Attack0.26833034
Insult0.11978693
Profanity0.025360947
Threat0.00866054
Severe Toxicity0.0077438354
Low Tox 0.25462922 Constructive 0.566
Oct 1, 2025 IRCC Names India in Study …
As long you are not Italian...immigrate in Canada will be really easy for you!
As long you are not Italian...immigrate in Canada will be really easy for you!
Identity Attack0.2869935
Insult0.061626412
Profanity0.019212283
Threat0.008841781
Severe Toxicity0.006866455
Low Tox 0.25462922 Moderate Con 0.329
Jul 6, 2018 How much do refugees and …
Canada is owned by lefties
Canada is owned by lefties
Identity Attack0.17070955
Insult0.16480011
Profanity0.059447967
Threat0.007857903
Severe Toxicity0.005722046
Low Tox 0.25462922 Low Con 0.23 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration was part of the plan by the WEF Trudope and company to communize Canada England Australia New Zealand and many more it was a Plan by political leaders to enslave all of humanity.
Immigration was part of the plan by the WEF Trudope and company to communize Canada England Australia New Zealand and many more it was a Plan by political leaders to enslave all of humanity.
Identity Attack0.15731181
Insult0.081261896
Profanity0.025497584
Threat0.02803385
Severe Toxicity0.008544922
Low Tox 0.25462922 Moderate Con 0.344 Unverified_Claim
Sep 11, 2025 Why Canadians Are Turning Against …
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
Identity Attack0.20680901
Insult0.09416737
Profanity0.015625564
Threat0.009204263
Severe Toxicity0.0048828125
Low Tox 0.25462922 Low Con 0.146 Comparative_Framing
Jul 10, 2025 1 likes How Canada broke its immigration …
I'm a native in Canada I don't mind the migrants that worked hard for their citizenship, I love all the white people and migrants that exist here for 100+ years already . The problem is …
I'm a native in Canada I don't mind the migrants that worked hard for their citizenship, I love all the white people and migrants that exist here for 100+ years already . The problem is flaud laws or lack of and migrants forcing their country standards or lack of on us
Identity Attack0.2823795
Insult0.07333439
Profanity0.024677763
Threat0.007365964
Severe Toxicity0.0062179565
Low Tox 0.25462922 Constructive 0.722
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the …
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the same as that of the US. And in Canada, immigrants are segregated: Hispanics marry Hispanics, Muslims marry Muslims, whites marry whites. The only thing we share is a table at Tim Hortons, a line at McDonald's, or an elevator in the building.
Identity Attack0.33675182
Insult0.06354945
Profanity0.014190876
Threat0.007417747
Severe Toxicity0.0063705444
Low Tox 0.25462922 Constructive 0.508
Aug 26, 2025 Why Canadians Are Turning Against …
Canada-ni-stan
Canada-ni-stan
Identity Attack0.28034934
Insult0.10148193
Profanity0.0887236
Threat0.009437286
Severe Toxicity0.013607788
Low Tox 0.25462922 Moderate Con 0.329 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And …
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And bringing them the canada and the liberals don't care as long as they vote for them.And cheat in the election, that's the bottom line!
Identity Attack0.08831879
Insult0.21368977
Profanity0.017572641
Threat0.009463178
Severe Toxicity0.004749298
Low Tox 0.25462922 Moderate Con 0.306 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
If Canadians don't do anything to save Canada, soon we will have cows roaming our streets
If Canadians don't do anything to save Canada, soon we will have cows roaming our streets
Identity Attack0.22707681
Insult0.1087965
Profanity0.027683776
Threat0.03235042
Severe Toxicity0.008392334
Low Tox 0.25462922 Low Con 0.207 Fear_Threat
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
There is still time deport them Canada tell them to go
There is still time deport them Canada tell them to go
Identity Attack0.120924085
Insult0.071750276
Profanity0.019348921
Threat0.13245705
Severe Toxicity0.009613037
Low Tox 0.25462922 Low Con 0.186
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the …
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the truth.
Identity Attack0.2854555
Insult0.07428485
Profanity0.019485557
Threat0.009048914
Severe Toxicity0.0059509277
Low Tox 0.25462922 Constructive 0.527 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The real crime here is wearing a Yankees hat in Canada.
The real crime here is wearing a Yankees hat in Canada.
Identity Attack0.2700233
Insult0.11797678
Profanity0.023243073
Threat0.008401625
Severe Toxicity0.0066375732
Low Tox 0.25462922 Low Con 0.156 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I am Indian origin, many of those who have lost legal status in Canada are potential criminals. They want to make quick buck before leaving country. Also, Canada should introduce country cap.
I am Indian origin, many of those who have lost legal status in Canada are potential criminals. They want to make quick buck before leaving country. Also, Canada should introduce country cap.
Identity Attack0.17847598
Insult0.1640896
Profanity0.021125201
Threat0.009903334
Severe Toxicity0.005607605
Low Tox 0.25462922 Constructive 0.606 Personal_Narrative
Feb 18, 2026 41 likes Canadian immigration officers investigating hundreds …
the whole of canada is an indian metropolis at this point
the whole of canada is an indian metropolis at this point
Identity Attack0.2831485
Insult0.08484049
Profanity0.051431753
Threat0.0071847234
Severe Toxicity0.008506775
Low Tox 0.25462922 Low Con 0.197
Jan 5, 2026 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.