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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: "It’s been a while since …" 286 comments · Page 6 of 12
"Without warning tightened immigration" The last 3 years of Trudeau's reign were Canadians, actual Canadians who can vote, screaming at Trudeau to cut the immigration numbers. Anyone angry about it is just pissed that they …
"Without warning tightened immigration" The last 3 years of Trudeau's reign were Canadians, actual Canadians who can vote, screaming at Trudeau to cut the immigration numbers. Anyone angry about it is just pissed that they can't cry more since Carney isn't making a circus of the whole thing.
Identity Attack0.034816213
Insult0.24287975
Profanity0.10054382
Threat0.008505191
Severe Toxicity0.005493164
Low Tox 0.26859093 Moderate Con 0.486 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Not Canada per se, but baised on my coworkers even the Indians have Indian fatigue now. Especially with the older skilled Indians workers who have aasemulated into the country and came here the honest way. …
Not Canada per se, but baised on my coworkers even the Indians have Indian fatigue now. Especially with the older skilled Indians workers who have aasemulated into the country and came here the honest way. They're always complaining how it's now so easy to get into the country, with relaxed polices and poor vetting and how these newer influxes do not like to assemulate into their new country, and bring their bad practices over here. And annoyed why are importing non skilled workers when locals are struggling for jobs, describing why we do not need more Uber drivers and mc donalds workers. They're were telling me there's recently been a large influx buying their degrees for like $10k and getting here on skilled visas without thorough checks. because of relaxed policies as a result of our majority of young skilled citizens here leaving the country in record numbers since COVID.
Identity Attack0.28034934
Insult0.16751462
Profanity0.052183274
Threat0.009981008
Severe Toxicity0.009651184
Low Tox 0.26293078 Constructive 0.772
Jan 27, 2026 Inside Canada's Indian Invasion...
In Portugal the government is starting to implement some measures but to be honest we are not noting any difference so far. He started having fraud in our NHS because the public workers were enrolling …
In Portugal the government is starting to implement some measures but to be honest we are not noting any difference so far. He started having fraud in our NHS because the public workers were enrolling illegal immigrants with fake addresses in exchange of money. There lines since 4 AM of portuguese elders in front of the health centers trying to have an appointment with no luck. Someone from the Foreign Affairs Office was envolver in the scheme as well. This is sick and of course members of the governments have to be evolved.
Identity Attack0.14661247
Insult0.23237456
Profanity0.03715288
Threat0.0084793
Severe Toxicity0.005722046
Low Tox 0.2553839 Constructive 0.686 Unverified_Claim
Nov 22, 2025 4 likes Quebec Ends Economic Immigration Program …
Not a word about this in the election from Hot Air Pierre, but now your conservative rag has an opinion since India is no longer funding the election for your man. Not that I disagree …
Not a word about this in the election from Hot Air Pierre, but now your conservative rag has an opinion since India is no longer funding the election for your man. Not that I disagree that immigration in Canada is a broken mess, but now that pp mentioned it this week you’re blowing his horn. 🤔
Identity Attack0.055673428
Insult0.1711343
Profanity0.08710717
Threat0.011249693
Severe Toxicity0.00793457
Low Tox 0.25462922 Moderate Con 0.347 Meta_Commentary
Jun 17, 2025 How Canada broke its immigration …
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since …
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since those days. How far down you’ll climb for content is sad. Modesto don’t love you like that. Those around you gassing you up, telling you you’re special and you make a difference are lying to you. Find Christ, find a purpose, hit the gym, do something productive. But do something else mad, it’s just sad. You’ve aligned yourself with people who have devious, self serving intentions. Think harder man
Identity Attack0.017867407
Insult0.18107465
Profanity0.07740857
Threat0.010239923
Severe Toxicity0.0075149536
Low Tox 0.25462922 Constructive 0.55 Personal_Narrative
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
First learn the difference between Indian and khalstanis. Most of these people are khalistan supporters about which India warned Canada since decades. Indian people do not get involved in criminal activities. They worked hard, pay …
First learn the difference between Indian and khalstanis. Most of these people are khalistan supporters about which India warned Canada since decades. Indian people do not get involved in criminal activities. They worked hard, pay their college fees, pay their taxes & contribute in economy unlike khalstanis.
Identity Attack0.2831485
Insult0.10587067
Profanity0.016001316
Threat0.0071847234
Severe Toxicity0.005645752
Low Tox 0.25462922 Moderate Con 0.483 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
We are neighbors of India and all neighboring countries are suffering since 1757 when hindus brought down the richest kingdom on earth and tookover the empire and the indian hindus helped the british as collaborators …
We are neighbors of India and all neighboring countries are suffering since 1757 when hindus brought down the richest kingdom on earth and tookover the empire and the indian hindus helped the british as collaborators to replaced the bengal king and British occupied another 190 years. They are waging wars with the neighbors, but in 1962 chinese beat them badly, so they are not fighting with the chinese, but still fighting with Pakistan, Kashimiris , Bangladesh, Nepal, Srilanka, Maldives and all neighbors hate india.
Identity Attack0.28622448
Insult0.13064787
Profanity0.08840031
Threat0.061412923
Severe Toxicity0.015415368
Low Tox 0.25462922 Constructive 0.541 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
It's so tragic to see this video. It's a loss of Canadian culture. This happened in my hometown of London, England. I moved to Sydney, Australia, and since the start of the pandemic, the country …
It's so tragic to see this video. It's a loss of Canadian culture. This happened in my hometown of London, England. I moved to Sydney, Australia, and since the start of the pandemic, the country has been flooded with Indians. I no longer want to live in what feels like Mumbai and am considering moving to Portugal.
Identity Attack0.3043136
Insult0.081508696
Profanity0.020851927
Threat0.00823333
Severe Toxicity0.009155273
Low Tox 0.25462922 Constructive 0.694
Sep 21, 2025 1 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 …
I’m from Ontario and I’ve slowly watched my home town turn into new delhi since covid. Brampton has always been especially bad. If I wanted to feel like I was in India I would go …
I’m from Ontario and I’ve slowly watched my home town turn into new delhi since covid. Brampton has always been especially bad. If I wanted to feel like I was in India I would go to India, when I’m Canada I want to feel like I’m in Canada. A once great country being ruined.
Identity Attack0.25309357
Insult0.09416737
Profanity0.024472807
Threat0.010369381
Severe Toxicity0.0065231323
Low Tox 0.25462922 Constructive 0.585 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
So essentially 3 tiers of Indian come(Hamiltonian here who worked in the GTA for awhile) They got pumped in and don't like eachother and look down at the lower tiers ones. They won't even hire …
So essentially 3 tiers of Indian come(Hamiltonian here who worked in the GTA for awhile) They got pumped in and don't like eachother and look down at the lower tiers ones. They won't even hire other Indians anymore since they have the options of only their type. They erased several industries at this point, most small business are forgien owned, Indian or middle eastern. They can't drive (just google India driving) theirs a couple feet of snow and they just floor it around sliding through intersections while playing candy crush or what ever Every business that is fast food place is almost exclusively Indian to the point the "white point game" isn't even playable. They buy up insane amounts of properties because they bring thier entire family on different visas and many just stay till they get deported as they bring that money home with them. Every student housing is filled with Indians, every one bedroom has 30 of them living in it. Most starter homes where cheap so they bought them to flip with thier combined money. Security sector is filled with them exclusively because it's the highest amount of money they can make here without any skills .(Most are 0 skilled). Schools all had to cut staff in half because when we cut funding and spots for people coming to our universitys they lost half thier income. Crime rate went way up. My city is really bad for human trafficking and aex trafficking. Many come to our city since it's far enough away to commit crimes. Many get 0 consequences because again.. Illegally overstaying a visa is deportation. Doug Ford literally gave everyone 200$ before an election...like how corrupt and garbage is this country. Now we have Indian only business that can't speak English, similar to the daycare issue. Job postings for specific races or language s only. Mind you everything just stated is also being done by the Arabs and Somalis and Nigerians. Many of these people coming here are "escaping dangerous situations" Wich means criminals who want to start again. Somehow these people with 0 resources have the money to buy million dollar properties 😂 Also don't forget, it's a hate crime to say or do many things about this and could land you in jail or worse. Much of Canada are college towns and those idiot kids want more
Identity Attack0.28034934
Insult0.113185234
Profanity0.087430455
Threat0.018019408
Severe Toxicity0.0125103295
Low Tox 0.25084448 Constructive 0.658 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
the race flat hearters have been silent since this dropped
the race flat hearters have been silent since this dropped
Identity Attack0.23239216
Insult0.07238392
Profanity0.082581155
Threat0.013010317
Severe Toxicity0.010528564
Low Tox 0.24603334 Low Con 0.17 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
1 dollar Canadian is a lot in india. 1.4 billion Indians in India or more. Not enough jobs to eat from the same rice bowl. Like china but china more developed and has a central …
1 dollar Canadian is a lot in india. 1.4 billion Indians in India or more. Not enough jobs to eat from the same rice bowl. Like china but china more developed and has a central government run by communists which do not allow religion to interfere with government and economy. Disadvantage of india. Religious conflict especially Muslims and Hindus since before the time of Ghandi.
Identity Attack0.2823795
Insult0.07872037
Profanity0.015283971
Threat0.007741391
Severe Toxicity0.0051116943
Low Tox 0.24603334 Constructive 0.575
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the …
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the numbers, we can suppress them once again, they've been cruel to canadian borns, it doesn't matter if you're canadian born to be honest since they're only interested in euros
Identity Attack0.27662867
Insult0.07333439
Profanity0.042413518
Threat0.011508608
Severe Toxicity0.0073242188
Low Tox 0.24442963 Constructive 0.622 Identity_Assertion
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
this is the best news since we won ww2😂🎉🎉🎉🎉 quebec to quebecers not for invasive species
this is the best news since we won ww2😂🎉🎉🎉🎉 quebec to quebecers not for invasive species
Identity Attack0.14661247
Insult0.0838533
Profanity0.02249157
Threat0.013217449
Severe Toxicity0.009841919
Low Tox 0.23812068 Moderate Con 0.33
Nov 28, 2025 Quebec Ends Economic Immigration Program …
there are 10 indian "students" living next door in a single family dwelling of 3 bedrooms. they share 3 cars and do uber eats delivery (and or other food delivery) around the clock -- reason …
there are 10 indian "students" living next door in a single family dwelling of 3 bedrooms. they share 3 cars and do uber eats delivery (and or other food delivery) around the clock -- reason i know this is because they often pull into my drive way during ungodly hours for extended period of time and triggers my surveilance camera (aimed only at my drive way set to trigger more during night times for movements and noise), since they just park there, and blast music so loud 100 feet radius ground is shaking, the surveillance cam picks up their shift change all the time. i did try to go over twice to voice my concern, and guess what, they either dont speak english or pretend to not speak english. ok i guess. and the reason they park on my drive way is because, well, they dont shovel theirs. lol. so its easier to just use my drive way and walk to their side door. but hey i mean good for them for making a living. but its just weird and disrespectful. and i have to worry about salting my own fking drive way because if they fall, they can sue the shit out of me and i cant complain about their trespassing. bless the canadian law. so i guess for me. they dont bug me, except the fact they just use my drive way because its convenient for them, and the blasting of music middle of the night. lol also i stopped going to tim hortons a few years ago after a few consecutive diarrhea immediately after morning coffee visits. good times
Identity Attack0.23770751
Insult0.089778624
Profanity0.069969244
Threat0.019573374
Severe Toxicity0.009994507
Low Tox 0.23812068 Constructive 0.68 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Thank Justin Trudeau for this. I was born here in Ottawa and live in low income housing. I worked since 16 years of age times have changed. Immigrants need to be sent back. All the …
Thank Justin Trudeau for this. I was born here in Ottawa and live in low income housing. I worked since 16 years of age times have changed. Immigrants need to be sent back. All the people from India have taken jobs at Esso, Shell, Tim Hortons. Citcle K, McDonald's, Walmart!!!
Identity Attack0.27682206
Insult0.07903719
Profanity0.014190876
Threat0.009981008
Severe Toxicity0.006790161
Low Tox 0.2359567 Constructive 0.705 Economic_Argument
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
This cannot happen soon enough. Canadians are dieing in vast numbers on our highways from these folks unable to drive in our systems. Cars are stolen in large numbers, extortion is rampant, home invasion is …
This cannot happen soon enough. Canadians are dieing in vast numbers on our highways from these folks unable to drive in our systems. Cars are stolen in large numbers, extortion is rampant, home invasion is at an all time high. These folks obviously are not responsible for all of it but they play a big part in the problem. The obvious protesters that are interfering with everyday life and the obvious hatred towards certain groups needs to be dealt with. Send them home since they do not appreciate being canadian.
Identity Attack0.13591312
Insult0.14331897
Profanity0.01982715
Threat0.0347677
Severe Toxicity0.0077819824
Low Tox 0.2359567 Constructive 0.574 Fear_Threat
Feb 19, 2026 2.9 million Canadian temporary visas …
I never thought I would go back to China one day since I came here 23 years ago, 2 more years I will retire and go back to China, this country encourages lady people,and punish …
I never thought I would go back to China one day since I came here 23 years ago, 2 more years I will retire and go back to China, this country encourages lady people,and punish hardworking people.
Identity Attack0.27171627
Insult0.06337463
Profanity0.021876704
Threat0.023371955
Severe Toxicity0.0077056885
Low Tox 0.2359567 Constructive 0.527 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Since covid ive only ever been to 1 subway in canada where a white person was working and surprise suprise it was the firthest one from brampton
Since covid ive only ever been to 1 subway in canada where a white person was working and surprise suprise it was the firthest one from brampton
Identity Attack0.2774022
Insult0.04910661
Profanity0.027000591
Threat0.009048914
Severe Toxicity0.008010864
Low Tox 0.23415339 Moderate Con 0.418 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i …
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i dont see indians causing acidents i see other ethencities driving wild from increased traffic but theres a sign near Toronto ``all roads lead to Bramton inst it a fact the roads in canada are all conected to brampton . but every ethenicity throughout the years has run brampton look at populations from the past its a brampton thing, only drivers have issues with are intiled people the wealthy in brampton drive way too fast ! not any others its simple people got to drive slower thats all especialy morning traffic they go nuts. the people born in canada are being too agressive as they drive thats what i have seen ! new drivers are making too many mistakes and experienced drivers are driving any ways they want thats the issues ! Cool video dude .....
Identity Attack0.10699738
Insult0.10148193
Profanity0.043415543
Threat0.009696201
Severe Toxicity0.008354187
Low Tox 0.23415339 Constructive 0.692 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Thank you for this video... exactly what I've been saying once they took our Bibles out of our public schools. This was before Trudumb. Just getting 10x worse since he took office. God bless 🙏
Thank you for this video... exactly what I've been saying once they took our Bibles out of our public schools. This was before Trudumb. Just getting 10x worse since he took office. God bless 🙏
Identity Attack0.06294931
Insult0.1669316
Profanity0.023721304
Threat0.0068028234
Severe Toxicity0.0037574768
Low Tox 0.23271075 Constructive 0.582
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
90% of bank employees are still Indian (who entered Canada in the last 5 years). Reverse ALL entries since 2018!!! Hoping for Trump to step in and force their hand.
90% of bank employees are still Indian (who entered Canada in the last 5 years). Reverse ALL entries since 2018!!! Hoping for Trump to step in and force their hand.
Identity Attack0.25309357
Insult0.06512285
Profanity0.014669105
Threat0.013424582
Severe Toxicity0.0063323975
Low Tox 0.23162876 Moderate Con 0.408
Dec 26, 2025 1 likes Deportations From Canada at Their …
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see …
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see student housing being built and the rent is cheap! My rent has gone up twice in 2 years. Nothing is available under 1300 unless you rent a room. Nobody can change my traditions because they are mine and dont affect anyone. Groceries are unreal. I dont have a car anymore. I dont have children or a partner. Social time or entertainment is this. Youtube and my 2 dogs one of which now needs a leg amputation as she has cancer in her paw. I have a gofundme but its slow. But i see other pet owners that have them and because they use their pet as their unpaid actor they have made the money needed in days. Im just offering paperwork,proof,photos,making beaded collars,to try and make more. Im trying to open my own business doing nails. But callbacks from offices are not happening. My mental health has suffered since I was 18. I am gen x. Being a minority doesnt mean i get whatever i want either.
Identity Attack0.18235919
Insult0.082866095
Profanity0.052934792
Threat0.0077802283
Severe Toxicity0.0065231323
Low Tox 0.23090743 Constructive 0.813
Aug 25, 2025 1 likes 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.