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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: "As a Canadian, what do …" 3,707 comments · Page 41 of 149
Muslims in Canada and welfare fraud, for example, a Canadian Muslim declares one of his four wives and the other three as dependents, then with 23 children later they then receive $400,000 per year of …
Muslims in Canada and welfare fraud, for example, a Canadian Muslim declares one of his four wives and the other three as dependents, then with 23 children later they then receive $400,000 per year of tax payer money, and that's only on family! It's happening in Canada..
Identity Attack0.46028158
Insult0.18728738
Profanity0.021876704
Threat0.008427517
Severe Toxicity0.014188796
Moderate 0.37751234 Moderate Con 0.475
May 14, 2018 22 likes How much do refugees and …
You know you are a canadian even if you did imigrate here , fight back against this liberal nightmare that has been inflicted upon us including these imigrant criminals and those that won't assimilate .
You know you are a canadian even if you did imigrate here , fight back against this liberal nightmare that has been inflicted upon us including these imigrant criminals and those that won't assimilate .
Identity Attack0.38200524
Insult0.36798462
Profanity0.026317406
Threat0.010887212
Severe Toxicity0.0126394415
Moderate 0.37751234 Moderate Con 0.407 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
We have to be careful that we don't become the U.S. Yes, some of these immigrants deserve to be deported, but let's make sure that it's the criminals that are deported, and shun racism when …
We have to be careful that we don't become the U.S. Yes, some of these immigrants deserve to be deported, but let's make sure that it's the criminals that are deported, and shun racism when you can. Canadian culture is multicultural, every single white Canadian is an immigrant, don't turn away immigration as a whole, we do NOT want to become the US.
Identity Attack0.46028158
Insult0.24928534
Profanity0.031391226
Threat0.017846745
Severe Toxicity0.016641939
Moderate 0.37751234 Constructive 0.709
Sep 10, 2025 Why Canadians Are Turning Against …
As a Indo Canadian Born here 40 years old wtf happened to this country… tradeau government tried making money off international students… Now they all here
As a Indo Canadian Born here 40 years old wtf happened to this country… tradeau government tried making money off international students… Now they all here
Identity Attack0.10221587
Insult0.1935001
Profanity0.39842105
Threat0.008712323
Severe Toxicity0.018384963
Moderate 0.37751234 Moderate Con 0.414
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
DONT TAKE ADVANTAGE OF THE SYSTEMS AND PATRIOTS AND CANADIAN PEOPLE, OR YOUR PENALTIES WILL BE DEATH PENALTIES BY THE CANADIAN PEOPLE
DONT TAKE ADVANTAGE OF THE SYSTEMS AND PATRIOTS AND CANADIAN PEOPLE, OR YOUR PENALTIES WILL BE DEATH PENALTIES BY THE CANADIAN PEOPLE
Identity Attack0.2831485
Insult0.11978693
Profanity0.04516909
Threat0.43785736
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.181
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
Big slap 👋 to this immigration lawyer who wants to warm his pockets at expense of Canadians Canadians will be very happy when Cbsa officers will act as ice and remove illegal aliens
Big slap 👋 to this immigration lawyer who wants to warm his pockets at expense of Canadians Canadians will be very happy when Cbsa officers will act as ice and remove illegal aliens
Identity Attack0.38208112
Insult0.24835461
Profanity0.028230323
Threat0.31721663
Severe Toxicity0.022193791
Moderate 0.37751234 Moderate Con 0.35 Policy_Critique
Jan 16, 2026 2.9 million Canadian temporary visas …
Canada needs more Canadian than Indian!
Canada needs more Canadian than Indian!
Identity Attack0.4508763
Insult0.18355975
Profanity0.05393682
Threat0.008427517
Severe Toxicity0.017997624
Moderate 0.37751234 Low Con 0.175 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and …
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and leave. This created space for the Indians to come in and occupy. Now, the Indians have bought up all the businesses and houses from where the yts have flee. Now the yt people see the Indians thriving and giving jobs to their own kind, discriminating just like the yt people do, and this makes the yt people upset. Two very arrogant, egotistical, and entitled kinds of people.
Identity Attack0.44690517
Insult0.27969417
Profanity0.08064143
Threat0.011120236
Severe Toxicity0.017158391
Moderate 0.37751234 Constructive 0.542 Identity_Assertion
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Native canadian not white lol
Native canadian not white lol
Identity Attack0.44690517
Insult0.16751462
Profanity0.07643871
Threat0.007961469
Severe Toxicity0.01735206
Moderate 0.37751234 Moderate Con 0.328 Identity_Assertion
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
Incompetent leaders will costs Canadians.
Incompetent leaders will costs Canadians.
Identity Attack0.10221587
Insult0.41767508
Profanity0.026727317
Threat0.010602405
Severe Toxicity0.006828308
Moderate 0.37751234 Low Con 0.224 Policy_Critique
Feb 27, 2026 15 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
HA!!! I STARTED A JOB IN WHITE ROCK BC. DOING GROCERY DELIVERY FOR THRIFTY FOODS, THE FIRST DAY ON THE JOB I HURT MY BACK ON THE L4-L5 VERTEBRAE, THE PAIN WAS SO HORRIBLE THAT …
HA!!! I STARTED A JOB IN WHITE ROCK BC. DOING GROCERY DELIVERY FOR THRIFTY FOODS, THE FIRST DAY ON THE JOB I HURT MY BACK ON THE L4-L5 VERTEBRAE, THE PAIN WAS SO HORRIBLE THAT IT RENDERED ME UNABLE TO WALK, I TRIED TO GET AN APPOINTMENT AT THE JIMMY PATTISON PAIN CLINIC AND THEY TOLD ME I HAD TO WAIT 8 MONTHS, MY PAIN WAS SO HORRIBLE, I COULDN'T EVEN WALK TO THE BATHROOM WITHOUT SCREAMING FROM THE PAIN... THE MEDICAL SYSTEM IN BC IS SO F'N BROKEN ITS NOT EVEN FUNNY!!! SO MANY OF OUR DOCTORS AND NURSES HAVE MOVED TO THE STATES BECAUSE OUR GOVERNMENT IS TOO F'N CHEAP TO PAY FOR GOOD QUALITY CANADIAN CARE WHAT THE HELL IS THIS COUNTRY COMING TO???? WE NEED TO GET RID OF THIS MONEY DRAINING WOKE LIBERAL GOVERNMENT!!! THEY'VE RUINED CANADA SO MUCH WITH HOW THEY OVER POPULATED OUR GREAT COUNTRY WITH IMMIGRANTS WHO DO NOT WANT TO ADAPT TO OUR CANADIAN CULTURE, INSTEAD THEY COME HERE AND EXPECT US CANADIANS TO ADAPT TO THEIR WAY OF LIFE!!! THATS NOT HOW IT WORKS!!! THOSE IMMIGRANTS WHO DO NOT WANT TO ADAPT TO THE CANADIAN WAY OF LIFE ALL NEED TO EITHER PRACTICE YOUR WAY OF LIFE IN YOUR OWN HOME OR GO BACK TO YOUR OWN COUNTRY WHERE YOU CAME FROM... IF I WERE TO VISIT YOUR COUNTRY, I'D HAVE NOTHING BUT MY UTMOST RESPECT FOR YOUR WAYS AND YOUR CULTURE... DON'T COME TO MY COUNTRY AND TRY TO CONVERT ME TO YOUR MUSLIM WAY OF LIFE... I AM A CANADIAN AND I AM A FIRST NATIONS NATIVE AMERICAN... I SAY AMERICAN BECAUSE WHEN YOU LOOK AT A MAP, CANADA IS A PART OF THE NORTH AMERICAN CONTINENT AND MY DESCENDANTS WERE HERE FIRST... BE RESPECTFUL WHEREVER YOU ARE. ❤
Identity Attack0.04280826
Insult0.26957804
Profanity0.29053202
Threat0.012854968
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.533 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
you forgot to ask the canadian born indian.. they dont want them here either
you forgot to ask the canadian born indian.. they dont want them here either
Identity Attack0.46050715
Insult0.16824563
Profanity0.04216301
Threat0.010110466
Severe Toxicity0.01754573
Moderate 0.37751234 Low Con 0.288 Identity_Assertion
Sep 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
❌Illegal INVADERS are ‘not’ immigrants, (👎🏻Leftist LIBERALS) are the ‘only’ Canadians who support ?LEGAL? invasion⁉️
❌Illegal INVADERS are ‘not’ immigrants, (👎🏻Leftist LIBERALS) are the ‘only’ Canadians who support ?LEGAL? invasion⁉️
Identity Attack0.38238457
Insult0.27558193
Profanity0.030138692
Threat0.008505191
Severe Toxicity0.018578632
Moderate 0.37751234 Low Con 0.213
Aug 27, 2025 Why Canadians Are Turning Against …
Go to india and check out the burger joint by the us consulate. Buch of whites there. Thats not whites taking over the country. Truth is canadian government trying to get rich with cheep labor.
Go to india and check out the burger joint by the us consulate. Buch of whites there. Thats not whites taking over the country. Truth is canadian government trying to get rich with cheep labor.
Identity Attack0.44690517
Insult0.23704576
Profanity0.048175167
Threat0.009540852
Severe Toxicity0.01302678
Moderate 0.37751234 Moderate Con 0.317 Economic_Argument
Feb 24, 2026 2 likes Inside Canada's Indian Invasion...
Hey Hatemonger. Tim Horton's in India are much nicer than they are in Canada. Google it. Or go visit. Your brain will open up a bit. Instead of videos like this make a video questioning …
Hey Hatemonger. Tim Horton's in India are much nicer than they are in Canada. Google it. Or go visit. Your brain will open up a bit. Instead of videos like this make a video questioning Canadian government policies and why immigration authorities are asleep at the wheel as visas and permits expire and people overstay their visits. Quality of Canadian YT content is being run into the sewage by creators like you.
Identity Attack0.11396073
Insult0.39297962
Profanity0.032894265
Threat0.008349842
Severe Toxicity0.009994507
Moderate 0.37751234 Constructive 0.512 Policy_Critique
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
French Canadian from Quebec here, this country is rotting. Salute to all my fellows from Ontario, it's a shame and also very worrying to watch "GTA5" driving skill in RL. Props Tyler, TY bud putting …
French Canadian from Quebec here, this country is rotting. Salute to all my fellows from Ontario, it's a shame and also very worrying to watch "GTA5" driving skill in RL. Props Tyler, TY bud putting the spotlight on the matter. Merci beaucoups, sincerement.
Identity Attack0.2803029
Insult0.37392882
Profanity0.06646215
Threat0.008052089
Severe Toxicity0.013801457
Moderate 0.37751234 Constructive 0.69 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
800000 Indian in Canada, that’s sad !!! Why is Canadian government doing that. Dump idea.
800000 Indian in Canada, that’s sad !!! Why is Canadian government doing that. Dump idea.
Identity Attack0.3817989
Insult0.3388922
Profanity0.05243378
Threat0.009540852
Severe Toxicity0.013866014
Moderate 0.37751234 Low Con 0.274 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
This is not Canada, they don't care about Canadians. They have Indian values. Shame on the government
This is not Canada, they don't care about Canadians. They have Indian values. Shame on the government
Identity Attack0.3825363
Insult0.25998658
Profanity0.070942834
Threat0.009048914
Severe Toxicity0.014317908
Moderate 0.37751234 Low Con 0.282
Oct 1, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
You know it was hard for him to find a white person when he has to interview the same guy lmfao. I'm a fellow Canadian and left the city because it's no longer Canada down …
You know it was hard for him to find a white person when he has to interview the same guy lmfao. I'm a fellow Canadian and left the city because it's no longer Canada down there it's a 3rd world country
Identity Attack0.40713623
Insult0.20901857
Profanity0.12374964
Threat0.008246276
Severe Toxicity0.01806218
Moderate 0.37751234 Constructive 0.515
Jan 27, 2026 Inside Canada's Indian Invasion...
I consider myself International( 3ed generation Canadian) because I spent half of my life working in many countries. Canada was always my home until about 15 years ago when I started feeling that thigs are …
I consider myself International( 3ed generation Canadian) because I spent half of my life working in many countries. Canada was always my home until about 15 years ago when I started feeling that thigs are changing in the wrong directions not only the immigration influx but total anti-Christian war, morality, family values, sexualization of children etc etc. its all gone to HELL !! This is not only about money and cheap labor, rather the NEW WORLD ORDER that the Western ELITES have implementing for decades. The same thing that's happening to us Canadians, it's happening to Americans, Britian, France, Spain, Italy, Germany and most of our G20 group because they all agreed to this globalization, and neoliberal policies. Now that my children graduated, I have moved them to an east European country where all my values and beliefs are still intact. I will be leaving Canada soon with a very sad heart, in my mind I will keep the Canada that I once loved. THIS IS ALL PLANNED it's not a mistake !! The countries in EU that don't allow for mass immigrants are being targeted, sanctioned, fined in the billions and are forcing to oust the governments ( Hungary, Slovakia, Poland etc )!! Government wants racial hearted and that's why it allows things that aggravates the Canadians...it's all about control and fear, they want us te fear each other !! If Canadian government wanted a high birth rate than it should have given the money that they spend on new immigrants to Canadian mothers in order to stay home and have more kids. Many countries have birth incentives for more than 2 children, countries that are nowhere economically on the Canadian level. Simply as I said, this is about globalization !!!
Identity Attack0.28034934
Insult0.2838064
Profanity0.25001678
Threat0.0113014765
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.73
Aug 26, 2025 Why Canadians Are Turning Against …
Nobody is talking about all the babies being born with these immigrant couples and families. Canadian young people are deciding not to have children because sadly they can't afford them. Meanwhile immigrants are using our …
Nobody is talking about all the babies being born with these immigrant couples and families. Canadian young people are deciding not to have children because sadly they can't afford them. Meanwhile immigrants are using our over burdened medical fiasco while our children and tax payers work non stop supporting them! More babies, bigger accommodations, support, child tax credits, extra necessities, vehicles, even friggin credit cards paid by us.
Identity Attack0.28883415
Insult0.34032786
Profanity0.27747265
Threat0.008945347
Severe Toxicity0.019095084
Moderate 0.37751234 Constructive 0.546 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The same whyte Canadians who are complaining about indians are the same ones who hiring them.
The same whyte Canadians who are complaining about indians are the same ones who hiring them.
Identity Attack0.46028158
Insult0.23237456
Profanity0.04792466
Threat0.008039144
Severe Toxicity0.0127685545
Moderate 0.37751234 Low Con 0.267
Aug 25, 2025 Why Canadians Are Turning Against …
Oh so you are that guy who spread hatred against Indians by the "poop festival video" which festival was unknown by most of the Indians themselves. We Indians are the most successful in US and …
Oh so you are that guy who spread hatred against Indians by the "poop festival video" which festival was unknown by most of the Indians themselves. We Indians are the most successful in US and Canada. And accept the fact that if you people had that talent then you were not going to hire foreign talents. *You need us Indians* . And you are jealous of us as we Indians earn more than average Canadians or Americans and you don't have the talent to beat us that's why your own companies hire us.
Identity Attack0.38176915
Insult0.3388922
Profanity0.18049006
Threat0.009825659
Severe Toxicity0.01986976
Moderate 0.37751234 Moderate Con 0.445 Identity_Assertion
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking …
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking out, brothers and sisters. You are correct, I am not upset with immigrants per se, but am frustrated with how leaky and inept the government has been with their slack policies. I have been in public parks and watched as non-English speaking immigrants leave their trash littering a park! Where they do not respect personal space. I want to live with people who are interested in being Canadian and respect the cultural values and norms of Canadian citizens, NOT those who plan to come in and take over. Come on, guy who said Muslims are going to take over Canada. How well received do you thing that will be?! I have Muslim and Indian friends and they are not like this idiot.
Identity Attack0.2808415
Insult0.40243408
Profanity0.07482228
Threat0.0077154995
Severe Toxicity0.011444092
Moderate 0.37694603 Constructive 0.852 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
As a Canadian born, brown resident of Brampton, it truly sucks to see the Canadian culture we all love be completed obliterated by large scale, unchecked immigration from India specifically. In the gym, grocery store …
As a Canadian born, brown resident of Brampton, it truly sucks to see the Canadian culture we all love be completed obliterated by large scale, unchecked immigration from India specifically. In the gym, grocery store and most other common spaces, people speak Punjabi, not English. Truly horrible what happened to what was once such an awesome country and the worst part of it is, nobody, no policy maker will ever face justice for the cultural destruction they have caused. Sometimes though, I think, maybe Canada and Canadians dug their own grave. They/we voted in Liberal leadership time and time and time again, even when we saw our country being destroyed, in front of our very eyes.
Identity Attack0.36702603
Insult0.34237885
Profanity0.26098207
Threat0.01101667
Severe Toxicity0.021031776
Moderate 0.37694603 Constructive 0.712 Identity_Assertion
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.