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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 #}

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Active: "What about the other 5 …" 438 comments · Page 8 of 18
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats …
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats from the north (3) If immigrants didn't buy our inflated GTA houses from us then we might not have had the Golden Retirements (4) The Dutch in South Africa lost their colony because they didn't have adequate immigrants to help them hold the massive land they captured (5) When someone is uprooted and brought here, they work 150 % than the lazy locals to reestablish their lives this is a fact supported by various economic studies and this is what becomes the engine propelling the country's economic growth (6) When the Chinese came from Hong Kong the locals blamed the Chinese for everything. When the Italians out grew locals in Woodbridge the locals blamed them for everything and called them as Mafia . Now you guys are painting the same thing on to Brown People .This is hypocrisy and not a fact !!! ALL OF YOU ARE SETTLER DESENDANTS OR IMMIGRANTS IN CANADA UNLESS YOU ARE A NATIVE MIND THAT !!! and be grateful for this beautiful world and the life you have . Another fact is Second world war was won by English & Allies using massive African and Indian armies. So the freedom we enjoy today in Canada was helped by African and Indian soldiers as well !!! The English simply don't have the numbers win by themselves . BE GREATFUL AND LOVE THIS COUNTRY AND IT'S DIVERSITY PERIOD !!! BELOW IS A SAMPLE OF WHAT IMMIGRANTS ARE DOING TO HELP THE ANGLOSAXONS : Immigrant Oppenheimer - Enabled America win Second World War Immigrant Frank Stronach - Founded Magna Corp Immigrant Andrew Carnegie - Founded United Steel Immigrant Albert Einstein - Enabled America win Second World War Immigrant Shiva Ayyadurai- Invented Email Kevin O'Leary - Irish / Lebanese immigrant Elon Musk- South African immigrant AMERICA RUNS ON IMMIGRANT POWER !!! BE GREATFUL !!!
Identity Attack0.28034934
Insult0.1378885
Profanity0.10549548
Threat0.02682521
Severe Toxicity0.015350811
Low Tox 0.2855005 Constructive 0.716 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I've watched maybe 5 of his videos and most everything Tyler does is in bad faith in my view. He makes a minimum effort to present himself as an impartial journalist just asking questions, but …
I've watched maybe 5 of his videos and most everything Tyler does is in bad faith in my view. He makes a minimum effort to present himself as an impartial journalist just asking questions, but clearly wants to tell predefined stories that smear immigrants and minorities, painting them as an existential threat white Americans and American values. That's what sells, that's the grift.
Identity Attack0.28034934
Insult0.13969865
Profanity0.032643758
Threat0.017846745
Severe Toxicity0.0077056885
Low Tox 0.2854937 Constructive 0.605 Meta_Commentary
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
Bad drivers 5:54 6:13
Bad drivers 5:54 6:13
Identity Attack0.026007013
Insult0.1469393
Profanity0.07126612
Threat0.010628296
Severe Toxicity0.008239746
Low Tox 0.2854937 Low Con 0.213 Meta_Commentary
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
It took me 5 years to get into Canada legally, I assimilated , Integrated and it's high time everyone do the same no more temporary nonsense. These levels of immigration are unsustainable everyone is doing …
It took me 5 years to get into Canada legally, I assimilated , Integrated and it's high time everyone do the same no more temporary nonsense. These levels of immigration are unsustainable everyone is doing it for the cheap subsidized labor that was the whole point of this mass immigrant scam to bring down the price of wages.
Identity Attack0.15303208
Insult0.24928534
Profanity0.037403382
Threat0.007094103
Severe Toxicity0.005569458
Low Tox 0.2854937 Constructive 0.661 Policy_Critique
Feb 15, 2026 Canada's tighter immigration policy divides …
5:28 My homie grandpa spitting facts
5:28 My homie grandpa spitting facts
Identity Attack0.028886627
Insult0.086852804
Profanity0.17008601
Threat0.013702838
Severe Toxicity0.014898917
Low Tox 0.2854835 Moderate Con 0.343 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My daughter is a fully qualified for graphic Designer and yet (with thousands of $$$in student debt) cannot find a job. She actually put in her resume with an Indian name as well as in …
My daughter is a fully qualified for graphic Designer and yet (with thousands of $$$in student debt) cannot find a job. She actually put in her resume with an Indian name as well as in her own name. Guess which resume had a call for an interview, yes - the one with the Indian name. This is insane. I require personal health-care at home and i REFUSE TO have my Canadian worker be replaced with an immigrant from Kenya. Sorry but the Canadian worker has been here for 5 generations and then suddenly she's going to lose her house because of this situation with immigrants. Not if have anything to do with it if and when i can. Sharia law, and other foreign practices are not respectful to Canadian culture. If they dont assimilate to our culture, speak our official languages (French and English). Deport them all. ALL OF THE IMMIGRANTS MUST BE DEPORTED, ESPECIALLY ISLAMICS, AND MUSLIMS, AS WELL AS INDIANS. These immigrants are not respectful to the host country. The muslim women wearing hijabs (veils covering their entire faces should NOT BE PERMITTED for safety reasons) must follow our culture and expose their faces. From Canada 🇨🇦 ❤❤❤
Identity Attack0.26494437
Insult0.17858955
Profanity0.046171114
Threat0.0077802283
Severe Toxicity0.009841919
Low Tox 0.2853768 Constructive 0.67 Personal_Narrative
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
My Parents immigrated here in 1960 and both worked hard and built two houses.. The people who come into this country these days are mostly Moochers and they milk the Country Over 5 MILLION people …
My Parents immigrated here in 1960 and both worked hard and built two houses.. The people who come into this country these days are mostly Moochers and they milk the Country Over 5 MILLION people whos visas have expired here right now Need to find them and say bye bye
Identity Attack0.18468912
Insult0.17734702
Profanity0.048175167
Threat0.009799767
Severe Toxicity0.009651184
Low Tox 0.28425202 Constructive 0.592 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing …
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing this happens. We had maybe 5 recent acquisitions of Indian people setting up and ruining successful gas stations and pop up smoke shops in my town allowing minors to freely browse and buy products. They keep to themselves because the people around here understand their predatory ways of selling and how gross they naturally are. I'm disappointed and I don't like them. I accept humans but I don't accept someone who can't wash their hands nor maintain a clean image morally and professionally. I know for certainty that they are illegally here buying properties which are very hard for us locals to even get our hands on. Something needs to be done and people need to be aware.
Identity Attack0.27914262
Insult0.16809943
Profanity0.044167064
Threat0.07476458
Severe Toxicity0.012054443
Low Tox 0.27975297 Constructive 0.744 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for covering this! The last 5 years have been crazy as a Canadian born you wouldn’t recognize this place anywhere across Canada
Thanks for covering this! The last 5 years have been crazy as a Canadian born you wouldn’t recognize this place anywhere across Canada
Identity Attack0.18705739
Insult0.24287975
Profanity0.029596692
Threat0.006738094
Severe Toxicity0.0050354004
Low Tox 0.27975297 Constructive 0.516 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
ONLY 5% NATIVE AMERICANS LEFT 😂 ITS YOUR LAND
ONLY 5% NATIVE AMERICANS LEFT 😂 ITS YOUR LAND
Identity Attack0.27798235
Insult0.06984934
Profanity0.057443913
Threat0.010576514
Severe Toxicity0.013414118
Low Tox 0.27975297 Low Con 0.14 Moral_Argument
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
5:43 I'm sure that anyone's gonna have a better job then him in his own country
5:43 I'm sure that anyone's gonna have a better job then him in his own country
Identity Attack0.10221587
Insult0.07808672
Profanity0.039657943
Threat0.01254427
Severe Toxicity0.009422302
Low Tox 0.27750343 Moderate Con 0.344 Economic_Argument
Feb 13, 2026 Inside Canada's Indian Invasion...
I have had enough! I have never felt so disrespected by ppl who are guests! They do not assimilate! They abuse all resources to extinction! It feels like an infestation! 5 yrs ago i would …
I have had enough! I have never felt so disrespected by ppl who are guests! They do not assimilate! They abuse all resources to extinction! It feels like an infestation! 5 yrs ago i would never have thought or said that!
Identity Attack0.026408968
Insult0.17237684
Profanity0.054938845
Threat0.012233571
Severe Toxicity0.006713867
Low Tox 0.27750343 Constructive 0.528 Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
5:43 yes out of their intelligence range This man was amazing
5:43 yes out of their intelligence range This man was amazing
Identity Attack0.036105253
Insult0.15236975
Profanity0.08419759
Threat0.016120117
Severe Toxicity0.011367798
Low Tox 0.27236435 Moderate Con 0.374 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Old man, it isn't about color of your skin. It is about your culture that's not compatible with ours. You didn't come here to assimilate and to be Canadian. You came here to build India, …
Old man, it isn't about color of your skin. It is about your culture that's not compatible with ours. You didn't come here to assimilate and to be Canadian. You came here to build India, to take over Canada. There is almost 1,5 billion of you in India. Even if 100 milion of you come to Canada it won't make a dent in India's population, but Canada will perish. You don't want to assimilate because you cherish your culture. We also cherish our culture. Why do we have to accommodate to yours? You don't respect us, you want to marginalize us in our own country.
Identity Attack0.26494437
Insult0.1640896
Profanity0.038655918
Threat0.011560392
Severe Toxicity0.0128976675
Low Tox 0.27236435 Moderate Con 0.496 Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
5:35 White man is telling it how it is
5:35 White man is telling it how it is
Identity Attack0.2795294
Insult0.059061307
Profanity0.07708528
Threat0.012440704
Severe Toxicity0.010147095
Low Tox 0.2648175 Low Con 0.232 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank-you so much for this video. I am a 54 year old, white Canadian woman. I have lived in Ontario my entire life, but I don't recognize it anymore, and, if I had the money, …
Thank-you so much for this video. I am a 54 year old, white Canadian woman. I have lived in Ontario my entire life, but I don't recognize it anymore, and, if I had the money, I would leave. We are being taken over by immigrants, and we aren't allowed to say anything about it, or we are called racists. It's so unfair! How is it OK, that we are forced to remain silent as we watch our country be taken over? Our housing, our jobs, our culture; it's all being handed over to immigrants, mainly from East India and Arab countries. Even my kid's school population has become 95% East Indians and Arabs. The remaining 5% are a mix of whites, blacks, and a couple of kids from the Philippines. There is no diversity. It's just so unfair!
Identity Attack0.28034934
Insult0.12159709
Profanity0.036401358
Threat0.00951496
Severe Toxicity0.008888245
Low Tox 0.26293078 Constructive 0.754
Aug 28, 2025 7 likes Why Canadians Are Turning Against …
After living here for 5 decades, their back home is still Indian lol
After living here for 5 decades, their back home is still Indian lol
Identity Attack0.28034934
Insult0.076502606
Profanity0.07934829
Threat0.0078449575
Severe Toxicity0.0119018555
Low Tox 0.26104406 Moderate Con 0.356 Identity_Assertion
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
5:50 bro's propaganda failed😂
5:50 bro's propaganda failed😂
Identity Attack0.016862517
Insult0.0806213
Profanity0.06746418
Threat0.01052473
Severe Toxicity0.0074768066
Low Tox 0.2553839 Low Con 0.198 Humor_Satire
Feb 20, 2026 Inside Canada's Indian Invasion...
5:35 look at Tylers face haha
5:35 look at Tylers face haha
Identity Attack0.019575719
Insult0.082866095
Profanity0.10116278
Threat0.027170537
Severe Toxicity0.014317908
Low Tox 0.2553839 Low Con 0.278 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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)
This is the scary truth. We Canadians are being purposefully victimized and our rights as citizens has been eroded since the last 5 years. Trudeau, and now Carney, is bringing in more immigrants than the …
This is the scary truth. We Canadians are being purposefully victimized and our rights as citizens has been eroded since the last 5 years. Trudeau, and now Carney, is bringing in more immigrants than the country can handle. They are illegally driving transports causing more accidents on the roads ever. Our restaurants are primarily from India and Pakistan. Some Indian people are here on school visas or work permits and are wonderful people and speak perfect English. They are welcome. They are Christians and nice and courteous. But there seems to be a disconnect between immigrants who come here thinking bc they are moslem they are superior and do not need to follow Cdn laws language and culture. We don't want them praying in the streets on their rugs disrupting the city. We have churches and they have mosques. They will NOT takeover our country in spite of Carney. Carney and the Liberals needs to be kicked out of office. Deport the illegals and stop immigration NOW!
Identity Attack0.28034934
Insult0.13064787
Profanity0.02208166
Threat0.009385503
Severe Toxicity0.009117126
Low Tox 0.25462922 Constructive 0.683
Aug 25, 2025 Why Canadians Are Turning Against …
Canada government are realy should be investigating 5 millions indian arrived in 3 years indians are controlling Canadian politicians
Canada government are realy should be investigating 5 millions indian arrived in 3 years indians are controlling Canadian politicians
Identity Attack0.2839175
Insult0.071116626
Profanity0.021876704
Threat0.00933372
Severe Toxicity0.006713867
Low Tox 0.2524482 Low Con 0.17 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
5:45 whats his IQ. I promise mine is higher.
5:45 whats his IQ. I promise mine is higher.
Identity Attack0.018972786
Insult0.083112895
Profanity0.06646215
Threat0.013217449
Severe Toxicity0.00831604
Low Tox 0.24924077 Low Con 0.292 Humor_Satire
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought …
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought for the "rebels" americans and was in jail for 5 years), the monarchy granted them 100 acres in the Niagara region which was farmed by a line of my family until the 1980s when the last of that direct line sold which is tragic. blah blah - Canadian. ANYWAY - I love other people, other cultures, every immigrant that spoke in this video I welcome with open arms, would befriend, share a meal with etc. I grew up working with many people from Pakistan and India who were escaping really scary situations, worked their butts off to be part of this country, learn the language, save for a home - live a safe and happy life. Whether you're a first or 50th generation Canadian - you come here and you adapt to our wonderful way - you're a freaking Canadian. That's not happening right now. Like the video said, it's a math problem. One of my largest concerns is that now all these wonderful Canadians who have been here for a long ass time, worked their butts off to be part of the family will now be subject to violence, harassment and racist comments because this population bomb has misrepresented their intentions entirely.
Identity Attack0.14233272
Insult0.16551061
Profanity0.05017922
Threat0.008401625
Severe Toxicity0.007896423
Low Tox 0.24924077 Constructive 0.806 Solidarity
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Modern world people are slow I've seen this seen a research whats been happening as n immigrant in USA myself . People were rock to sleep by democrats n stayed silent for 5 years now …
Modern world people are slow I've seen this seen a research whats been happening as n immigrant in USA myself . People were rock to sleep by democrats n stayed silent for 5 years now complaining smh
Identity Attack0.10221587
Insult0.16780703
Profanity0.057944927
Threat0.007637825
Severe Toxicity0.0050354004
Low Tox 0.24763705 Constructive 0.535
Aug 26, 2025 Why Canadians Are Turning Against …

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.