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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: "If they are here illegally …" 638 comments · Page 17 of 26
And this is why America wants the Canadian to boost up their border patrol. Losing foreigners and I bet a quarter of them come illegally to America.
And this is why America wants the Canadian to boost up their border patrol. Losing foreigners and I bet a quarter of them come illegally to America.
Identity Attack0.2331515
Insult0.07365121
Profanity0.015147334
Threat0.009592636
Severe Toxicity0.0045776367
Low Tox 0.23235008 Moderate Con 0.489 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
As a senior i don't get all the benefits that illegal people get WHY
As a senior i don't get all the benefits that illegal people get WHY
Identity Attack0.22783615
Insult0.06984934
Profanity0.01764096
Threat0.006763986
Severe Toxicity0.0052261353
Low Tox 0.23235008 Moderate Con 0.372 Economic_Argument
Feb 26, 2026 44 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Deport the judges and crown prosecutors that are helping the illegal activities continue
Deport the judges and crown prosecutors that are helping the illegal activities continue
Identity Attack0.08500996
Insult0.07523532
Profanity0.01982715
Threat0.058826666
Severe Toxicity0.0059890747
Low Tox 0.23162876 Low Con 0.154 Call_To_Action
Feb 18, 2026 4 likes Canadian immigration officers investigating hundreds …
Seem to come out better as an illegal immigrant just as long as you don’t get caught than actual everyone that works
Seem to come out better as an illegal immigrant just as long as you don’t get caught than actual everyone that works
Identity Attack0.22707681
Insult0.07491849
Profanity0.023379711
Threat0.008013252
Severe Toxicity0.005836487
Low Tox 0.2312681 Low Con 0.204
Jan 28, 2018 1 likes How much do refugees and …
There are THREE MILLION currently here illegally. When do they go back home? -- miault.
There are THREE MILLION currently here illegally. When do they go back home? -- miault.
Identity Attack0.14019285
Insult0.070799805
Profanity0.017709278
Threat0.011146127
Severe Toxicity0.005760193
Low Tox 0.23090743 Low Con 0.282 Question
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Not good imigrasi illegal
Not good imigrasi illegal
Identity Attack0.21075934
Insult0.071116626
Profanity0.024882717
Threat0.007948523
Severe Toxicity0.009498596
Low Tox 0.22980402 Moderate Con 0.323 Policy_Critique
Feb 25, 2026 Inside Canada's Indian Invasion...
An Indian family consisting of a mother and father and their 11 and 3 year old children froze to death in the middle of a Manitoba blizzard while trying to cross the border illegally into …
An Indian family consisting of a mother and father and their 11 and 3 year old children froze to death in the middle of a Manitoba blizzard while trying to cross the border illegally into the US. They also payed an Indian human smuggler to get them across the border. Human smuggling is far more prevalent than any of us realize
Identity Attack0.26155844
Insult0.06529768
Profanity0.022764845
Threat0.03787563
Severe Toxicity0.008926392
Low Tox 0.22846605 Moderate Con 0.492 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with …
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with illegals crimes? In America I figure we pay about 50 billion a year for all the above... every year, year in, year out.What does it cost America with the illegals sending unreported earnings out of the country, what does it cost in terms of uncollected government revenues? What does it cost to provide free birth services to 10% of the total population- being illegals getting 'Welfare baby' services? What does it cost the education system?I figure another 50 billion a year, year in and year out...For those that say America WAS built on immigration, realize America did NOT build on immigration with all these benefits... hence Immigrants had to become full fledged participants and be absorbed into the common fabric of America.For those expecting a 'One World Order, realize the immigrants must first fix their own country first.. if there is to be a 'One World Order' fabric otherwise 'Our Fabric' becomes their 'Fabric' and not a Fabric of Democratic principles we have in our society.Only by observing a common pattern in other countries where immigrants get the same benefits in those other countries is there any 'One World order' capable of extending benefits to all the same way.For now, all we have is immigration collapsing the ability for this Nation to provide Social services to everyone. And then what?
Identity Attack0.18391247
Insult0.081261896
Profanity0.023106437
Threat0.020954676
Severe Toxicity0.007820129
Low Tox 0.22579013 Constructive 0.718
Dec 20, 2018 1 likes How much do refugees and …
Canada needs ICE. Not the one that's plenty during winter but the one that can remove that are plenty in Canada - which are illegal residents!
Canada needs ICE. Not the one that's plenty during winter but the one that can remove that are plenty in Canada - which are illegal residents!
Identity Attack0.18002926
Insult0.08410009
Profanity0.014327513
Threat0.013579931
Severe Toxicity0.007858276
Low Tox 0.22579013 Moderate Con 0.381
Jan 18, 2026 2.9 million Canadian temporary visas …
It is the MOST SAD DAY, When the Mayor of Toronto, is ordered to make space for illegal Asylum seekers, ahead of our own communities "HOMELESS"?????????????????????????????????????????????????????????????????? Where have all the Protestors Dissapeared to????????????????????????????????????????????????
It is the MOST SAD DAY, When the Mayor of Toronto, is ordered to make space for illegal Asylum seekers, ahead of our own communities "HOMELESS"?????????????????????????????????????????????????????????????????? Where have all the Protestors Dissapeared to????????????????????????????????????????????????
Identity Attack0.11860296
Insult0.0816321
Profanity0.014190876
Threat0.009981008
Severe Toxicity0.0065994263
Low Tox 0.22445217 Moderate Con 0.428
Aug 3, 2018 1 likes How much do refugees and …
Why is it all the leftists that say they hate the America saying their country is better get their willing to take the risk to come here illegally
Why is it all the leftists that say they hate the America saying their country is better get their willing to take the risk to come here illegally
Identity Attack0.16159154
Insult0.075868964
Profanity0.02932342
Threat0.008764107
Severe Toxicity0.0049591064
Low Tox 0.22445217 Low Con 0.283 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
What do you mean why? If the population of white people is shrinking that's something to be concerned about but i assume most people immigrants in Canada are legal and if there are illegal people …
What do you mean why? If the population of white people is shrinking that's something to be concerned about but i assume most people immigrants in Canada are legal and if there are illegal people its the governments fault. I like that the video was covering all aspects of the story and differing opinions but the only grievance i saw was racism, other things can be tackled by application of law. And most immigrants would be afraid to break the law.
Identity Attack0.2781757
Insult0.061101943
Profanity0.018255826
Threat0.007857903
Severe Toxicity0.0045204163
Low Tox 0.22043827 Constructive 0.805
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Only ?Canada has to deported all illegal refugees and illegals international students, they government has to deported 1000000, that trudeau brought in Canada
Only ?Canada has to deported all illegal refugees and illegals international students, they government has to deported 1000000, that trudeau brought in Canada
Identity Attack0.20088354
Insult0.07016616
Profanity0.013712646
Threat0.014220826
Severe Toxicity0.0061798096
Low Tox 0.21776234 Low Con 0.251
Dec 24, 2025 1 likes Deportations From Canada at Their …
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without …
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without consultation with anyone. The Liberals take no ideas or instruction from the people who are paying and employing them. They did not elect a Dictator which we have.
Identity Attack0.06929302
Insult0.15556364
Profanity0.013234417
Threat0.010835429
Severe Toxicity0.0038146973
Low Tox 0.21642438 Low Con 0.277 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
We are DONE none of us did anything. There is NO going back now. Y’all hate trump for rounding up illegals… I wonder why he’s doing that….
We are DONE none of us did anything. There is NO going back now. Y’all hate trump for rounding up illegals… I wonder why he’s doing that….
Identity Attack0.1444726
Insult0.075868964
Profanity0.016821137
Threat0.009851551
Severe Toxicity0.004386902
Low Tox 0.21374844 Moderate Con 0.34 Unverified_Claim
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting …
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting in millions of international students whom many have little intention to study while quick to seek asylum. They are more like indentured labourers ripe to be exploited by their very own. Which country welcomes refugees and illegal immigrants with open arms, treating them far better than seniors who toiled for decades. Only in Canada! Oh Indicanada!
Identity Attack0.11744241
Insult0.11464815
Profanity0.020032106
Threat0.009281937
Severe Toxicity0.0060653687
Low Tox 0.21241048 Moderate Con 0.441 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The next video you do, you have to do it about how Minneapolis won and created the national blueprint for TACO. Search : Trump Deportation Plan Minneapolis, illegals win! 🏳️🏳️🇺🇸🏳️🏳️
The next video you do, you have to do it about how Minneapolis won and created the national blueprint for TACO. Search : Trump Deportation Plan Minneapolis, illegals win! 🏳️🏳️🇺🇸🏳️🏳️
Identity Attack0.16373143
Insult0.06739554
Profanity0.01627459
Threat0.010395273
Severe Toxicity0.005531311
Low Tox 0.21241048 Moderate Con 0.347 Unverified_Claim
Jan 30, 2026 Inside Canada's Indian Invasion...
Nobody is illegal on stolen land tho everyone except the natives are here legally 😂
Nobody is illegal on stolen land tho everyone except the natives are here legally 😂
Identity Attack0.14661247
Insult0.06757036
Profanity0.027410502
Threat0.007094103
Severe Toxicity0.00541687
Low Tox 0.20839658 Low Con 0.152
Sep 12, 2025 Why Canadians Are Turning Against …
*How did we got from Indian overload to illegal immigration tutorials*
*How did we got from Indian overload to illegal immigration tutorials*
Identity Attack0.2331515
Insult0.0623257
Profanity0.04141149
Threat0.008919456
Severe Toxicity0.008239746
Low Tox 0.20705862 Low Con 0.243 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
People who cross the border illegally are not Canadian citizens and we should pay them 0.
People who cross the border illegally are not Canadian citizens and we should pay them 0.
Identity Attack0.20680901
Insult0.06302499
Profanity0.014600786
Threat0.013321015
Severe Toxicity0.0063705444
Low Tox 0.20705862 Low Con 0.199
Mar 17, 2019 1 likes How much do refugees and …
No one is illegal on stolen land 🇨🇦
No one is illegal on stolen land 🇨🇦
Identity Attack0.10221587
Insult0.06617179
Profanity0.03239325
Threat0.009747985
Severe Toxicity0.007286072
Low Tox 0.20572066 Moderate Con 0.351 Moral_Argument
Feb 5, 2026 3 likes Inside Canada's Indian Invasion...
Our laws were not initially set up to hold foreign delinquents accountable. WE NEED LAW REFORM to adequately monitor and punish illegal immigrants in a timely efficient and effective manner. No boards, no committees. Just …
Our laws were not initially set up to hold foreign delinquents accountable. WE NEED LAW REFORM to adequately monitor and punish illegal immigrants in a timely efficient and effective manner. No boards, no committees. Just officers and judges.
Identity Attack0.22935481
Insult0.07428485
Profanity0.013985921
Threat0.013528148
Severe Toxicity0.005302429
Low Tox 0.2043827 Moderate Con 0.384
Sep 30, 2025 IRCC Names India in Study …
These immigrants are making life harder for regular Canadians in multiple ways. They often live and work without any legal documentation, supported by landlords and employers who are complicit in these illegal arrangements. This leads …
These immigrants are making life harder for regular Canadians in multiple ways. They often live and work without any legal documentation, supported by landlords and employers who are complicit in these illegal arrangements. This leads to unsafe housing conditions and unregulated workplaces. On the roads, many pay Indian-owned driving schools to bypass the proper tests, and then drive without registration or insurance, contributing to hit-and-runs, unsafe roads, and higher insurance premiums for everyone. In housing, the high number of newcomers increases demand, driving up prices and making it harder for Canadians to afford homes. In employment, corporations like "Singh" Hortons prefer hiring these workers who will accept lower pay, no benefits, and longer, illegal shifts, leaving Canadian youth with fewer job opportunities. Overall, these practices are making life significantly harder for regular Canadians.
Identity Attack0.21866
Insult0.0818789
Profanity0.01846078
Threat0.008259222
Severe Toxicity0.005836487
Low Tox 0.20335422 Constructive 0.642 Economic_Argument
Sep 30, 2025 IRCC Names India in Study …
From Knocked Up: Seth Rogen : “I’m originally from Canada 🇨🇦. I live here illegally. Don’t tell anyone. Hahaha”.
From Knocked Up: Seth Rogen : “I’m originally from Canada 🇨🇦. I live here illegally. Don’t tell anyone. Hahaha”.
Identity Attack0.17614605
Insult0.06459839
Profanity0.037904397
Threat0.0078449575
Severe Toxicity0.005340576
Low Tox 0.2028889 Moderate Con 0.36
Nov 28, 2021 How much do refugees and …
This is just scratching the surface. The crime these people bring to Canada wasn’t even touched. Ontario used to be safe for the most part. In the last 10 years it has turned into, burglary, …
This is just scratching the surface. The crime these people bring to Canada wasn’t even touched. Ontario used to be safe for the most part. In the last 10 years it has turned into, burglary, home invasion, auto theft, gun violence, shootings central. When perpetrators of these crimes are caught. It’s no surprise where they are from. There is tons of illegal, fake colleges. Bringing hundreds of people in a year. The Canadian government is only now catching onto it barely but the damage is done. They exploited the system in overstay their visa, then claim permanent residency. These people are disrespectful, dirty, and ungrateful. They do not Do not assimilate to Canadian lifestyle. They throw trash into our rivers in parks, turning it into where they came from. What is happening in Canada is much similar to Minnesota just with different types of government scams. You barely scratched the surface. Come back and interview real Canadiens.
Identity Attack0.09328204
Insult0.10148193
Profanity0.019895468
Threat0.03235042
Severe Toxicity0.0065994263
Low Tox 0.2028889 Constructive 0.557 Fear_Threat
Jan 27, 2026 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.