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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: "I just came from there …" 649 comments · Page 18 of 26
No one is allowing coming here without visa, driving without license and not paying taxes except criminals. I came to canada recently through immigration and took ielts, scored 7.5 bands. Had 5 years of working …
No one is allowing coming here without visa, driving without license and not paying taxes except criminals. I came to canada recently through immigration and took ielts, scored 7.5 bands. Had 5 years of working experience and post graduation education, now am a citizen here. All in 4 years. Am among the new generation. Just think twice before speaking.
Identity Attack0.032753747
Insult0.07333439
Profanity0.0127561875
Threat0.006537435
Severe Toxicity0.002193451
Low Tox 0.15213956 Constructive 0.674
Nov 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I met a north Indian girl working in a restaurant, who came to Canada on student visa, she said she was an IELTS instructor back home, but had very poor English language skills,😮😮
I met a north Indian girl working in a restaurant, who came to Canada on student visa, she said she was an IELTS instructor back home, but had very poor English language skills,😮😮
Identity Attack0.10221587
Insult0.05086332
Profanity0.015044857
Threat0.0060196044
Severe Toxicity0.0022602081
Low Tox 0.15158679 Constructive 0.628 Personal_Narrative
Oct 1, 2025 124 likes Inside Canada's Indian Metropolis (Brampton)
Can you imagine what indigenous people felt when Europeans came
Can you imagine what indigenous people felt when Europeans came
Identity Attack0.11047905
Insult0.026315894
Profanity0.02973333
Threat0.009048914
Severe Toxicity0.0048828125
Low Tox 0.15103401 Low Con 0.299 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
20:44 the best sensible Canadian who came from india
20:44 the best sensible Canadian who came from india
Identity Attack0.10221587
Insult0.035553806
Profanity0.027820412
Threat0.008738215
Severe Toxicity0.0063323975
Low Tox 0.15048122 Moderate Con 0.36
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Tighten immigration control should prioritze sending away asylum seekers who came here for financial reasons not who are actually working. Labor shortage is real, so is welfare fraud.
Tighten immigration control should prioritze sending away asylum seekers who came here for financial reasons not who are actually working. Labor shortage is real, so is welfare fraud.
Identity Attack0.07591068
Insult0.054376744
Profanity0.012892825
Threat0.007637825
Severe Toxicity0.0027275085
Low Tox 0.15048122 Constructive 0.521 Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
When my ancestors came here they had to carve farms out of the forest and build log cabins. We dont need any more incentives for immigrants, if you wanna come here make your own way.
When my ancestors came here they had to carve farms out of the forest and build log cabins. We dont need any more incentives for immigrants, if you wanna come here make your own way.
Identity Attack0.105836816
Insult0.033901088
Profanity0.012995303
Threat0.0073789097
Severe Toxicity0.0032043457
Low Tox 0.15048122 Moderate Con 0.498
Nov 23, 2025 91 likes Quebec Ends Economic Immigration Program …
How many came illegal in the same time frame as well legal but yet money spent forlegal cases ! Only reason is our liberal government allowed the overflow so that we get fed up and …
How many came illegal in the same time frame as well legal but yet money spent forlegal cases ! Only reason is our liberal government allowed the overflow so that we get fed up and allow them in with no fight.
Identity Attack0.078392304
Insult0.047935467
Profanity0.016957775
Threat0.008919456
Severe Toxicity0.0031852722
Low Tox 0.1460314 Moderate Con 0.34
Dec 29, 2025 Deportations From Canada at Their …
Locals 😅😅 who are the locals. Only Tribals are locals, rest all are foreigner here who came here at some point. West ruled India for 400 years. Atleast give us 399.❤
Locals 😅😅 who are the locals. Only Tribals are locals, rest all are foreigner here who came here at some point. West ruled India for 400 years. Atleast give us 399.❤
Identity Attack0.105836816
Insult0.047349896
Profanity0.025770858
Threat0.008815889
Severe Toxicity0.0049972534
Low Tox 0.1460314 Moderate Con 0.385
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Respect to the indian man who came as an RN and understood the problems with not working hard. He may have a rose-tinted view on Canada being no different than India, which is aproblem in …
Respect to the indian man who came as an RN and understood the problems with not working hard. He may have a rose-tinted view on Canada being no different than India, which is aproblem in itself, but the mindset is inherently what we want from our newcomers, and not just importing everyone from a hyper-specific area of another country in i.e. India. This is why selective immigration that has been done for years before Trudeau did wonders for this country. Very insightful. The race doesn't matter, the diversity we value is actually lost when you only import anything and don't vet anyone at all, it then becomes simply and factually non-diverse.
Identity Attack0.10221587
Insult0.057890166
Profanity0.016411226
Threat0.007068211
Severe Toxicity0.0031852722
Low Tox 0.14256015 Constructive 0.852 Policy_Critique
Jan 1, 2026 Inside Canada's Indian Metropolis (Brampton)
Our families have been here from India since 1887 in Canada. Our parents came here 1965. We suffered racism and pathed the way for the newcomers. The difference is that our parents came the right …
Our families have been here from India since 1887 in Canada. Our parents came here 1965. We suffered racism and pathed the way for the newcomers. The difference is that our parents came the right way with a sponsorship. These newcomers think they are better than us. We couldn't afford a car for years. These newcomers are rolling in sports cars as soon as they land. They haven't suffered hardship like we did here. Please don't put us on the same level as them. I know some that have come here and really worked their way up to adapt here. The government needs to stop giving out free handouts to the ones that are abusing our country.
Identity Attack0.1007269
Insult0.0623257
Profanity0.017231047
Threat0.00789674
Severe Toxicity0.0036621094
Low Tox 0.14256015 Constructive 0.77
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
If they came as a student WHY ARE THEY STILL THERE? You got your degree now go home
If they came as a student WHY ARE THEY STILL THERE? You got your degree now go home
Identity Attack0.008028535
Insult0.03588435
Profanity0.022696527
Threat0.008466354
Severe Toxicity0.00415802
Low Tox 0.14256015 Low Con 0.291
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
How did Canadas successive governments failed this nation by getting immigrants who instead of assimilating in Canadian way of life deliberately segregated themselves to create their own country and culture in Canada.Immigrants to this land …
How did Canadas successive governments failed this nation by getting immigrants who instead of assimilating in Canadian way of life deliberately segregated themselves to create their own country and culture in Canada.Immigrants to this land have been destroying way of life in Canada by creating hundreds of countries they came from in Canada.Its scary to even think how all sorts of religious buildings are being built to segregate people based on their own religion and culture!??!
Identity Attack0.109318495
Insult0.032799274
Profanity0.011031146
Threat0.007365964
Severe Toxicity0.0031661987
Low Tox 0.14256015 Constructive 0.505
Nov 17, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s not their fault for trying to get ahead in life all Immigrants that came to canada especially Ontario migrated to certain pockets in Toronto so it’s no different for the Indian population to migrate …
It’s not their fault for trying to get ahead in life all Immigrants that came to canada especially Ontario migrated to certain pockets in Toronto so it’s no different for the Indian population to migrate to brampton good for them
Identity Attack0.12735364
Insult0.03511308
Profanity0.01764096
Threat0.006835188
Severe Toxicity0.0031852722
Low Tox 0.14256015 Constructive 0.52
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Filipino studying in Canada, it’s kind of frustrating that a certain group of international students if you know, you know is ruining the immigration system, and the blame ends up on those of …
As a Filipino studying in Canada, it’s kind of frustrating that a certain group of international students if you know, you know is ruining the immigration system, and the blame ends up on those of us who came here legally. Some Filipinos who chose to study here have already gone back to the Philippines because life here is difficult and we see no future anymore in Canada. Others have moved to the United States to work as nurses or to Singapore instead, because we realize that the money we invested in paperwork and tuition fees is no longer worth it. Meanwhile, we see many Indian students at school who only attend classes when there’s an exam or quiz.
Identity Attack0.10221587
Insult0.058475737
Profanity0.017982552
Threat0.007534259
Severe Toxicity0.0030708313
Low Tox 0.14256015 Constructive 0.605 Personal_Narrative
Sep 30, 2025 290 likes IRCC Names India in Study …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and respect the value and life of those original natives who were the very first pioneers of Canada? Did they adopt their ways language and culture at least to a certain extent? Leave alone adopting or understanding. They took over the entire country and it's peoples through a brutal form of genocide and erasure of their beautiful natural way of life. Thekr lands were stolen, their languages extinguished, their culture spurned and erased.. These immigrants from Europe believed in their fanatical missionary zeal that they were saving the souls of tjese natives by forcing Christianity down their throats proudly announcing that they were on a civilising mission. Babies were stolen from their mothers and brought up as Christians. Families were separated leaving mothers in anguish never to see their children again. Slaughter of those who resisted became an accepted norm until the original native of Canada became a disappearing entity and those who survived are till today just surviving. It is to these people that Canada belongs and not to the invading anglo saxon proyestants and Christian evangelists or the mogrants from across the world. If anyone has a right to protest and femand their land back ots the native Canadians. It should be their government not of those who took over. So get a lottlr acquainted with true history and look at things with am intelligent honest perspective.. .
Identity Attack0.053854458
Insult0.06582214
Profanity0.025634222
Threat0.008311004
Severe Toxicity0.0037002563
Low Tox 0.13908891 Constructive 0.609
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Think about this what goes around comes around it doesn't matter if it takes a 50 years of 100 years the indigenous people felt the same way when when people came and run them off …
Think about this what goes around comes around it doesn't matter if it takes a 50 years of 100 years the indigenous people felt the same way when when people came and run them off the land just a different time
Identity Attack0.06522302
Insult0.027218282
Profanity0.02249157
Threat0.06205949
Severe Toxicity0.0060272217
Low Tox 0.13561769 Constructive 0.501
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
refugees or someone who comes into this country due to a disaster and they have nowhere to live what she's talking about is somebody requesting a visa. I've been through this system not me but …
refugees or someone who comes into this country due to a disaster and they have nowhere to live what she's talking about is somebody requesting a visa. I've been through this system not me but I've looked it all up and yes if somebody wants to come here to America on a visa somebody hast to be willing to take care of them. But when somebody crosses the border that has no one here We pay for them. When Cuba had that hurricane all those people came here because they had nowhere to live they are citizens but yeah that's what you would call a refugee
Identity Attack0.08087392
Insult0.047349896
Profanity0.043165036
Threat0.008298059
Severe Toxicity0.0039482117
Low Tox 0.13388206 Constructive 0.806
Feb 15, 2020 How much do refugees and …
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening …
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening over here. We have suburbs in our eastern side which have turned into pockets of Punjab and Haryana. We have been in the restaurant industry for 30 years now, these students are taking our cash in what is a ‘cashless economy’. We’ve had one particular instance where a former employee faked her marriage certificates in order to get her permanent residency, now she’s in trouble with the authorities and may face some years in jail. The problem is they like taking ‘shortcuts’ and then they get stuck and expect us as employers to save them. The systems put into place have been exhausted to the point where is it useless.
Identity Attack0.083355546
Insult0.06023245
Profanity0.04867618
Threat0.009825659
Severe Toxicity0.0048065186
Low Tox 0.13388206 Constructive 0.795 Personal_Narrative
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
wow . tyler came to Torontos little India !
wow . tyler came to Torontos little India !
Identity Attack0.09410924
Insult0.056133457
Profanity0.017845914
Threat0.0070034824
Severe Toxicity0.0035095215
Low Tox 0.13388206 Moderate Con 0.363 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian, whose parents immigrated from India. Thanks for this. There’s to many students, even my parents agree. They’ve tarnished the reputation of the hard working immigrants who came here with nothing and have …
As a Canadian, whose parents immigrated from India. Thanks for this. There’s to many students, even my parents agree. They’ve tarnished the reputation of the hard working immigrants who came here with nothing and have built something for themselves.
Identity Attack0.10221587
Insult0.04383647
Profanity0.01174849
Threat0.006272047
Severe Toxicity0.0023555756
Low Tox 0.13388206 Constructive 0.746 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
If the majority of the people from India stay in gta and work service related jobs in their community we need to ask ourselves as Canadians what benefit they bring to Canada as a whole …
If the majority of the people from India stay in gta and work service related jobs in their community we need to ask ourselves as Canadians what benefit they bring to Canada as a whole and if we need this kind of immigration in the first place. If they never came here, Brampton would have still been a small town and Canadian economy would not change for the worst because of it.
Identity Attack0.12556632
Insult0.031697463
Profanity0.013439372
Threat0.0067834044
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.559
Nov 18, 2025 Inside Canada's Indian Metropolis (Brampton)
came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is …
came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is multiculturalism: we bring our values, humanity, and traditions, and we mix them with Canadian society. That doesn’t divide us — it makes us Canadian. Stop spreading racism by saying culture doesn’t belong here. You can be Canadian and bring your culture, that’s what multiculturalism means.
Identity Attack0.099899694
Insult0.053205602
Profanity0.016103793
Threat0.006809296
Severe Toxicity0.0029945374
Low Tox 0.13041082 Constructive 0.765 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
I live in Brampton born and raised. Indians are generally nice people but this new generation of immigrants that came around covid time were different. Working at places like Walmart now feels like a job …
I live in Brampton born and raised. Indians are generally nice people but this new generation of immigrants that came around covid time were different. Working at places like Walmart now feels like a job not meant for us Canadians. Entire work place blasting Punjabi music and speaking in another language. Imagine feeling foreign in your own country while trying to work.
Identity Attack0.116281845
Insult0.0350029
Profanity0.015420608
Threat0.006543908
Severe Toxicity0.0030708313
Low Tox 0.12867521 Constructive 0.682 Personal_Narrative
Feb 14, 2026 Inside Canada's Indian Invasion...
Why do people keep assuming that you just jump the border and get into Canada? Keep crying. Everybody here came legally, so stop assuming otherwise. Just because you see a lot of us doesn’t mean …
Why do people keep assuming that you just jump the border and get into Canada? Keep crying. Everybody here came legally, so stop assuming otherwise. Just because you see a lot of us doesn’t mean anyone came illegally. Is it our fault there are many of us? Most foreigners can’t even pass the IELTS to qualify for a study or work visa, so either accept it or move on.
Identity Attack0.055673428
Insult0.047349896
Profanity0.01627459
Threat0.0074565844
Severe Toxicity0.0027656555
Low Tox 0.12520397 Moderate Con 0.481 Moral_Argument
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Send them all back even the ones who came prior that have been setting up shop here, no one can afford to live or get a home enough is enough secure the border already
Send them all back even the ones who came prior that have been setting up shop here, no one can afford to live or get a home enough is enough secure the border already
Identity Attack0.055673428
Insult0.027476108
Profanity0.013371054
Threat0.020782012
Severe Toxicity0.004425049
Low Tox 0.12520397 Moderate Con 0.364
Jan 9, 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.