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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: "As a Canadian, I will …" 3,707 comments · Page 95 of 149
I like that guy with a bicycle lol Speaks like how all Canadians think
I like that guy with a bicycle lol Speaks like how all Canadians think
Identity Attack0.10221587
Insult0.039737478
Profanity0.02385794
Threat0.008634649
Severe Toxicity0.0048828125
Low Tox 0.15213956 Moderate Con 0.341 Humor_Satire
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
I really liked the black gentleman's support of Canada. I'm an old white dude, born and bred in Canada. I feel he is as Canadian as me .
I really liked the black gentleman's support of Canada. I'm an old white dude, born and bred in Canada. I feel he is as Canadian as me .
Identity Attack0.17459276
Insult0.0314771
Profanity0.038655918
Threat0.008077981
Severe Toxicity0.004749298
Low Tox 0.15158679 Constructive 0.762 Solidarity
Aug 26, 2025 145 likes Why Canadians Are Turning Against …
These same people have the nerve to criticize Trump and Americans. Btw ... Abortions are encouraged, the global warming scare, and cost of living, made young Canadians not have children,what did you expect?
These same people have the nerve to criticize Trump and Americans. Btw ... Abortions are encouraged, the global warming scare, and cost of living, made young Canadians not have children,what did you expect?
Identity Attack0.05612817
Insult0.060752302
Profanity0.015523086
Threat0.009204263
Severe Toxicity0.0032424927
Low Tox 0.15158679 Moderate Con 0.465
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified …
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified people by taking money from them and creating fake student permits for them. The issue with that is that these people are OK with subpar living standards and offer their services for less than minimum wage and this creates a shadow/ cash-based economy where taxes go unreported and quality of life does not improve. This is not good for anyone- not the Canadians and older immigrants who lose jobs to these people and must pay higher taxes to maintain the infrastructure needed for a larger population. Not to mention how these new immigrants are a bit uncultured and almost like the "red-necks" of India- they throw garbage around, do not learn English, never make friendships with other races/ethnicities.
Identity Attack0.054763943
Insult0.076819435
Profanity0.022559889
Threat0.0067834044
Severe Toxicity0.002861023
Low Tox 0.15158679 Constructive 0.775 Policy_Critique
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
3:58 To foreigners watching, this might seem like an isolated scenario because he filmed one location but it is like this 90-95% of Tim Hortons in the big cities and even some places in the …
3:58 To foreigners watching, this might seem like an isolated scenario because he filmed one location but it is like this 90-95% of Tim Hortons in the big cities and even some places in the boonies. These are all family owned as well, they are usually cousins and siblings and uncles working these places which is why so many canadians complain about the service, because these people are literally unfireable, they sometimes dont even speak english (common) and french (very common for obvs reasons).
Identity Attack0.07012023
Insult0.06757036
Profanity0.034146797
Threat0.007793174
Severe Toxicity0.0038909912
Low Tox 0.15158679 Constructive 0.681 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal …
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal immigrant who migrated here with a nuclear family only on merit, I believe I earn the privilege to voice my thoughts here. First of all, rather than blaming the hoards of Indian immigrants, why don't anyone ask questions to the people who allowed it? Why not ask the politicians who vetoed it? Why not ask the police who is not able to stop reckless drivers? Why not ask the minister's who allow hospitals to run under staffed? USA has a massive Indian diaspora. But they are mostly IT workers and CEOs and Doctors. So who was at mistake of bringing illiterate, uncouth Indians to Canada? After earning all the required merit, and paying as much taxes from my family that is equivalent to minimum wages of at least 4 people, it hurts me to see undeserving people taking benefits of the system, while we get the short end. No one seemed too concerned when Indian students brought in so much money and revived some dead economies. No one blamed thousands of Punjabi businesses bringing in dollars into the economy. India, with its 150 billion people has s#!to eaters and people who can buy out Canada. You only see the bad. Press the government to bring in good people. Doctors, engineers, lawyers, scientists, business people, who will add value to the country and generate you jobs and salaries and grow this country. Not cooks and drivers only. Khalistan and Pro-BJP factions are both bad outside India. They all should go back and let the peace loving Indians and Canadians live here in peace. I don't hate anyone, but just the people who make my home country and me look bad. We ain't that bad after all.
Identity Attack0.105836816
Insult0.05262003
Profanity0.016172111
Threat0.007909686
Severe Toxicity0.0029945374
Low Tox 0.15158679 Constructive 0.821 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I see the problem, Canadians are just too nice bruhh like how are they this patient?
I see the problem, Canadians are just too nice bruhh like how are they this patient?
Identity Attack0.09080041
Insult0.06250052
Profanity0.021330157
Threat0.0062267366
Severe Toxicity0.00289917
Low Tox 0.15103401 Moderate Con 0.439 Humor_Satire
Feb 9, 2026 Inside Canada's Indian Invasion...
13:35 This just proves that they don't want to be Canadian. They just want to exploit the Canadian system and want to slowly take over the country by sheer numbers.
13:35 This just proves that they don't want to be Canadian. They just want to exploit the Canadian system and want to slowly take over the country by sheer numbers.
Identity Attack0.10221587
Insult0.04032305
Profanity0.013507691
Threat0.010239923
Severe Toxicity0.0029563904
Low Tox 0.15103401 Moderate Con 0.385 Fear_Threat
Sep 21, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never got that! and they also get the child tax free benefit too…..if they have 8-10kids wow ..they are making over six figures tax free ..free dental, free RX….I have to work hard for that! No freebies for the hard working Canadian tax payers! No wonder they all want to come to Canada …the land of milk and honey and easy money…why work? She forgot to mention that a lot of refugees never pay back the money for their air fare costs to come here ..ever! A lot of them complained when they had to go on welfare after a year…a drop on income…..oh no …maybe they have to go out in the cold to work everyday…..no , just have another kid or two…why work right. No wonder we pay high taxes in Canada!
Identity Attack0.06294931
Insult0.06652143
Profanity0.020783609
Threat0.0068287146
Severe Toxicity0.0048065186
Low Tox 0.15103401 Constructive 0.651
Aug 23, 2023 2 likes How much do refugees and …
To answer your question at the end (what is the difference between the temples and the food bank) the canadians left community and god behind for progressivism and a godless life idolizing the individual. Churches …
To answer your question at the end (what is the difference between the temples and the food bank) the canadians left community and god behind for progressivism and a godless life idolizing the individual. Churches do the same thing the temples do, they run food banks and try to foster community. The difference is when a church asks you follow gods rules, people scream opression, but when foreign religions deman you cover your head, canadians think "ooh im so cultured"...
Identity Attack0.10221587
Insult0.056133457
Profanity0.014976538
Threat0.0070034824
Severe Toxicity0.0031661987
Low Tox 0.15103401 Constructive 0.609 Moral_Argument
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other …
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other countries. This is F facts.
Identity Attack0.10221587
Insult0.036435258
Profanity0.047173142
Threat0.0064468146
Severe Toxicity0.0035476685
Low Tox 0.15103401 Moderate Con 0.424 Unverified_Claim
Jan 19, 2026 2.9 million Canadian temporary visas …
Remove them not fast enough. The politicians are not doing their job to protect Canadians and the country.
Remove them not fast enough. The politicians are not doing their job to protect Canadians and the country.
Identity Attack0.020078164
Insult0.032909457
Profanity0.012312118
Threat0.12382901
Severe Toxicity0.004463196
Low Tox 0.15048122 Low Con 0.258
Dec 28, 2025 1 likes Deportations From Canada at Their …
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 …
The respectable Canadian government should not gave any permissions like monkey god big statue 0:02 see also at 0:28 and 3:59 to put on open roads. Same rule for all religions should be applied. My …
The respectable Canadian government should not gave any permissions like monkey god big statue 0:02 see also at 0:28 and 3:59 to put on open roads. Same rule for all religions should be applied. My sympathy is with all Canadians. HAMMAD Hasan SABRI
Identity Attack0.08087392
Insult0.06564732
Profanity0.024541125
Threat0.0074824756
Severe Toxicity0.004081726
Low Tox 0.14950264 Constructive 0.546 Policy_Critique
Feb 14, 2026 1 likes Inside Canada's Indian Invasion...
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate …
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate to any province of your choice - including Quebec. You can also still get bonus points for Canadian education (Quebec education does count) and Canadian work experience (if it qualifies). So the only thing that happened was, that one provincial nomination program was ended, that is all that happened. The practical problem is, that provincial nomination does give so many points, that it is a guarantee of normal express entry pull as long as you just meet criteria to enter Express entry. So provincial nominations are suitable for people that might be otherwise struggling with points (older age, less language perfection, les bonus points from education or work experience). For a disclaimer, provincial programs are based on a specific province needs and just because one was opened when you planned to go and study or work in Canada, it does not mean it will be like that forever. If an agent made you such promise, then he was misleading you. Again for those people demonstrating, nothing has changed for them other than one future option was gone. They still have their student or work permit until it expires. They also can apply into Express entry program as normal. On a side note for Canadian trying to cheer about this, be aware, such change can also mean that economy projection for next few years is not the best. so take it a warning sign. Or if we are lucky, it was found that this program was not bringing intended type of skilled worker or was heavily abused.
Identity Attack0.011691323
Insult0.07333439
Profanity0.021056883
Threat0.0068028234
Severe Toxicity0.0028800964
Low Tox 0.14950264 Constructive 0.707
Nov 23, 2025 Quebec Ends Economic Immigration Program …
If I were Canadian, I would tell them to stuff it where the sun don’t shine.
If I were Canadian, I would tell them to stuff it where the sun don’t shine.
Identity Attack0.009477831
Insult0.0037164155
Profanity0.0007551314
Threat0.07948891
Severe Toxicity0.00002989936
Low Tox 0.14828114
Dec 11, 2025
Wake up Canadians do not allow them to breach any further!
Wake up Canadians do not allow them to breach any further!
Identity Attack0.10221587
Insult0.035553806
Profanity0.014669105
Threat0.013372798
Severe Toxicity0.0038337708
Low Tox 0.147767 Low Con 0.263 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided to do things to be canadian speak English, Go skiing and live like everyone else Not building my own japan town or whatever. Also the second issue is Mass migration because these people once they come they start promoting it back home so more people come so it pretty much a point of no return. Also using the canada for a stop over for usa is very weird reason but don't do that that just sets a bad example to your people
Identity Attack0.12556632
Insult0.037980765
Profanity0.03840541
Threat0.0077025536
Severe Toxicity0.004673004
Low Tox 0.147767 Constructive 0.717
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
oh man....what to say... Canadians, this is only the beginning. You'll be SHOCKED when SCALE really kicks in.
oh man....what to say... Canadians, this is only the beginning. You'll be SHOCKED when SCALE really kicks in.
Identity Attack0.04796442
Insult0.033901088
Profanity0.021466793
Threat0.06205949
Severe Toxicity0.0050735474
Low Tox 0.147767 Moderate Con 0.303
Sep 27, 2025 22 likes Inside Canada's Indian Metropolis (Brampton)
Canadians will do everthing in their power to ANGER Trump. WHY ?? Because we want our Country BACK.
Canadians will do everthing in their power to ANGER Trump. WHY ?? Because we want our Country BACK.
Identity Attack0.06249457
Insult0.04383647
Profanity0.014088398
Threat0.0097738765
Severe Toxicity0.0038337708
Low Tox 0.147767 Moderate Con 0.364 Identity_Assertion
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
Eastern Canadians are some real Brightys . 😢
Eastern Canadians are some real Brightys . 😢
Identity Attack0.10221587
Insult0.061276767
Profanity0.016889455
Threat0.007301235
Severe Toxicity0.0042533875
Low Tox 0.147767 Moderate Con 0.375 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Welcome to world economic forum and liberals that is what you get Canadians are sleeping besides crying online people should go protest like they do if people dont show their frustration its just going to …
Welcome to world economic forum and liberals that is what you get Canadians are sleeping besides crying online people should go protest like they do if people dont show their frustration its just going to continue good luck before this country turns in to a 3 world country
Identity Attack0.06431354
Insult0.06319981
Profanity0.014532468
Threat0.007909686
Severe Toxicity0.0031089783
Low Tox 0.147767 Low Con 0.284 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
They opened the flood gates and they’ve never stop coming. We as true Canadians do not want to be a minority in our own country. We need to protect our culture. Wanting Canada to stay …
They opened the flood gates and they’ve never stop coming. We as true Canadians do not want to be a minority in our own country. We need to protect our culture. Wanting Canada to stay Canadian is not racist. It should also be absolutely prohibited that non-Canadian born citizens become RCMP officers. The audacity to go to another country and police it’s citizens is outrageous.
Identity Attack0.10235514
Insult0.05144889
Profanity0.013131939
Threat0.00814271
Severe Toxicity0.0038719177
Low Tox 0.147767 Moderate Con 0.483 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m native Canadian, I grew up in a neighborhood full of Indians and it was rare to be in the same class with another native in a class full of foreigners, I felt like a …
I’m native Canadian, I grew up in a neighborhood full of Indians and it was rare to be in the same class with another native in a class full of foreigners, I felt like a stranger in my own country
Identity Attack0.15517195
Insult0.034011267
Profanity0.021535112
Threat0.006809296
Severe Toxicity0.0037384033
Low Tox 0.1460314 Constructive 0.544 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
Poor Canadians are being replaced with termites.
Poor Canadians are being replaced with termites.
Identity Attack0.089145996
Insult0.053205602
Profanity0.012995303
Threat0.008789998
Severe Toxicity0.0031661987
Low Tox 0.1460314 Low Con 0.224 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

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.