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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: "Now, that's what I call …" 741 comments · Page 19 of 30
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to …
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to his Sikh /Khalistani vote who are an extremely powerful lobby in the Canadian govt, every party in Canada has high ranking Khalistani politicians. The liberal yt elite Canadian govt sold its working and middle class ( who are largely white Canadians) for a 3rd world servile class which would keep them in power forever but it comes at the cost of massive collapse of social cohesion, falling wages and massive cultural shifts. When I visited Toronto, an Indian fast food worker said he was giving me an extra BBQ sauce as a favor and would charge for the second, I called the manager too school this moron and she was also shocked , when you mass import million of 3rd world largely uneducated Indians they mentally still think the are in India
Identity Attack0.24293575
Insult0.113185234
Profanity0.021535112
Threat0.008712323
Severe Toxicity0.006980896
Low Tox 0.2396185 Constructive 0.577 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
A man of Portugese origin (who were not even considered as White as the WASPS and Northern-Central Europeans till 9.11) is calling white Canadians "native". He should ask his ancestors and the ancestors of his …
A man of Portugese origin (who were not even considered as White as the WASPS and Northern-Central Europeans till 9.11) is calling white Canadians "native". He should ask his ancestors and the ancestors of his fellow Southern European friends the kind of problems they felt and how difficult it was for them to assimilate in the society. Discrimination against Italians and the internal migration from NY to NJ is known to most people. Spanish were not even granted citizenship for the most part. I agree that immigrants should assimilate, not create a dirty atmosphere and be respectful but the xenophobia in this video is insane and so ironic, coming from a Portugese man.
Identity Attack0.28034934
Insult0.0810151
Profanity0.02119352
Threat0.008789998
Severe Toxicity0.006828308
Low Tox 0.2396185 Constructive 0.791 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
He keeps calling it Poon Job and I laugh every time.
He keeps calling it Poon Job and I laugh every time.
Identity Attack0.0062526376
Insult0.08410009
Profanity0.17008601
Threat0.007301235
Severe Toxicity0.0074768066
Low Tox 0.23812068 Moderate Con 0.357 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That …
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That was a lie....... Trudeau's libs were financially strapped when ndp and conservatives dominated the previous election. Trudeau got funding in the hundreds of millions by Indian investors in return the liberals configured the laws so these investors could make payday off all the Indians. Fake schools were huge, and trapped these indians into ridiculous housing arrangements. Then the liberals went too far by creating ridiculous visas for indiand for them to enter Canada like the nanny Visa called something else but they can take care of their own healthy family just to enter the country. Student visas allowed to work which turns into full time employment at liberal party hotspots like tim hortons and Amazon. They hire only Indians because the government pays half there salary Racism is extremely high and many communities have boycotted indian run establishments like in mine 2 groups went out of biz. It's a mess but Indians will slowly deteriorate. Will take time.
Identity Attack0.109318495
Insult0.16751462
Profanity0.025087673
Threat0.008945347
Severe Toxicity0.0049972534
Low Tox 0.23739935 Constructive 0.63 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
It's nothing against a certain group, these problems occur if you let in too many people from one place, it's called ghettoization. If too many Canadians moved to India, for example, they would form communities …
It's nothing against a certain group, these problems occur if you let in too many people from one place, it's called ghettoization. If too many Canadians moved to India, for example, they would form communities large enough that they don't really integrate. Immigration is fine, as Canadians it's always been our strength, but the jobs aren't keeping up. If the jobs become there, we need to mix up the countries, we can't have more Indians.
Identity Attack0.29951343
Insult0.0654725
Profanity0.02119352
Threat0.008414571
Severe Toxicity0.007095337
Low Tox 0.23667802 Constructive 0.697
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Its called karma after they colonised the indegenous people of canada. Now they become the boy who cried wolf
Its called karma after they colonised the indegenous people of canada. Now they become the boy who cried wolf
Identity Attack0.16373143
Insult0.1378885
Profanity0.022354934
Threat0.008466354
Severe Toxicity0.00667572
Low Tox 0.2359567 Low Con 0.212 Moral_Argument
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, …
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, so-called white American, and love Sanatana Dharm, or what most people call Hinduism - that term should soon be forgotten. Anyway, this video shows a variety of people called Indians but whom are vastly different in belief. So much so, they maybe fighting in India but abroad, they stick together. Islam and most Indian philosophies (they are not religions as there is no overarching institution or organization) feed the "devotees" several times a day...it is a part of the culture, shared meals with those who share faith. The Indians, they basically want a better life and will send money home. Muslims will buy land through a trust and then buy more and more. I don't know about Canada, but there are no such cultures in America - well, the Church has bought a lot of land but does nothing to serve people. The Mormons have land and a strong daily schedule, some community churches have very strong programs, but as a whole, The Church has done nothing to make itself appealing and therefore, there's no opposite or equal force. What to do? and as far as assimilating, yes, they should, but to what? Should they start playing hockey, drinking beer, etc. The second gen might. The West has lost it's way and religion isn't the solution but a culture not so decadent would be a good start.
Identity Attack0.28034934
Insult0.06722072
Profanity0.075792134
Threat0.014911477
Severe Toxicity0.008888245
Low Tox 0.2359567 Constructive 0.847
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in a town called west St. Paul it's just the smaller version of this but everyone's Indian except some
I live in a town called west St. Paul it's just the smaller version of this but everyone's Indian except some
Identity Attack0.28034934
Insult0.06459839
Profanity0.07047026
Threat0.0104988385
Severe Toxicity0.008544922
Low Tox 0.2359567 Moderate Con 0.475
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
You call people with passports and visas “invaders”. Did the nurse drop u when u were a baby?
You call people with passports and visas “invaders”. Did the nurse drop u when u were a baby?
Identity Attack0.025404079
Insult0.1342682
Profanity0.020920247
Threat0.011379151
Severe Toxicity0.005455017
Low Tox 0.23523538 Moderate Con 0.384 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
They are not indians majority are called khalistani who are not indians
They are not indians majority are called khalistani who are not indians
Identity Attack0.28034934
Insult0.06889887
Profanity0.0684662
Threat0.009126588
Severe Toxicity0.010070801
Low Tox 0.23451406 Low Con 0.174 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
its called the great WHITE north i dont like the cold !
its called the great WHITE north i dont like the cold !
Identity Attack0.20483385
Insult0.05086332
Profanity0.054938845
Threat0.008764107
Severe Toxicity0.009002686
Low Tox 0.23415339 Moderate Con 0.326 Humor_Satire
Aug 25, 2025 Why Canadians Are Turning Against …
taking business calls he said LUL
taking business calls he said LUL
Identity Attack0.0048097214
Insult0.06599696
Profanity0.38413823
Threat0.0062849927
Severe Toxicity0.023411209
Low Tox 0.23343207 Low Con 0.292 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing …
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing your domestic and foreign policy, start electing own people, take over your country and bring their culture, domestic conflicts, religious extremism, communalism, misogyny, lack of hygiene, lawlessness in your country also. And cry victimhood and call everyone racist when they are finally held accountable.
Identity Attack0.10409598
Insult0.15414265
Profanity0.01887069
Threat0.010809537
Severe Toxicity0.0065994263
Low Tox 0.23090743 Moderate Con 0.396 Fear_Threat
Oct 2, 2025 Why Canadians Are Turning Against …
Mass East Indian immigration is called the great replacement!
Mass East Indian immigration is called the great replacement!
Identity Attack0.23846684
Insult0.04207976
Profanity0.028093686
Threat0.011379151
Severe Toxicity0.010375977
Low Tox 0.23090743 Low Con 0.215
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
What do you call an Indian-Canadian ?? Wannabe-Wytt-Jeet 😂😂😂
What do you call an Indian-Canadian ?? Wannabe-Wytt-Jeet 😂😂😂
Identity Attack0.21470967
Insult0.07745308
Profanity0.020373698
Threat0.0064597605
Severe Toxicity0.0061798096
Low Tox 0.22579013 Low Con 0.153 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I drive to work thru Brampton everyday. I play a game called spot the white person. I have been doing this for over a year and still haven't won the game.
I drive to work thru Brampton everyday. I play a game called spot the white person. I have been doing this for over a year and still haven't won the game.
Identity Attack0.23998553
Insult0.04442204
Profanity0.053435806
Threat0.02803385
Severe Toxicity0.008659363
Low Tox 0.22311419 Moderate Con 0.494 Humor_Satire
Jan 28, 2026 804 likes Inside Canada's Indian Invasion...
For someone who presents himself as a “journalist,” this is a deeply dishonest piece of work. The framing is not subtle: loaded titles, racial counting, selective locations, and deliberately uneven questioning all push the same …
For someone who presents himself as a “journalist,” this is a deeply dishonest piece of work. The framing is not subtle: loaded titles, racial counting, selective locations, and deliberately uneven questioning all push the same conclusion. Immigrants are interrogated about their presence and legality, while others are invited to pass judgment on them. When racial stereotypes are voiced, you don’t challenge them — you laugh. That’s not an accident, and it’s not neutral. You clearly understand that housing shortages, sanitation issues, and infrastructure strain are the result of policy failures and poor planning. Yet you repeatedly avoid those causes because blaming systems doesn’t generate clicks the way racial implication does. Reducing complex, structural problems to identity isn’t investigative — it’s lazy, cynical, and intellectually shallow. When a city worker gives a grounded response that doesn’t fit the narrative you’re pushing, it’s brushed aside. When visuals can be used to imply blame, they’re highlighted. That pattern makes the “just asking questions” defense ring hollow. This isn’t exposing truth — it’s manufacturing outrage and calling it journalism. With your reach, that’s not just irresponsible, it’s embarrassing. You're not a journalist but just a racist. That's all
Identity Attack0.1064171
Insult0.123407245
Profanity0.022354934
Threat0.007961469
Severe Toxicity0.004272461
Low Tox 0.22043827 Constructive 0.527 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Bike man dgaf, he’s gonna call it like he sees it 😂
Bike man dgaf, he’s gonna call it like he sees it 😂
Identity Attack0.01274247
Insult0.0720671
Profanity0.17752954
Threat0.0115345
Severe Toxicity0.010604858
Low Tox 0.21508642 Low Con 0.246 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
As a former student of Conestoga, it pleases me to hear timbits is being called to answer for his corruption.
As a former student of Conestoga, it pleases me to hear timbits is being called to answer for his corruption.
Identity Attack0.006289636
Insult0.16890354
Profanity0.015147334
Threat0.006699257
Severe Toxicity0.0019168854
Low Tox 0.21374844 Moderate Con 0.49 Personal_Narrative
Sep 30, 2025 IRCC Names India in Study …
Bike dude is based, but is he "based", this should be the norm. It's called having a functioning brain.
Bike dude is based, but is he "based", this should be the norm. It's called having a functioning brain.
Identity Attack0.0073625734
Insult0.16551061
Profanity0.025907494
Threat0.006420923
Severe Toxicity0.00333786
Low Tox 0.21374844 Moderate Con 0.336
Jan 27, 2026 Inside Canada's Indian Invasion...
Respect to that guy on the bike. He is not being racist he is just speaking facts. Unfortunately ppl now call you racist for speaking facts.
Respect to that guy on the bike. He is not being racist he is just speaking facts. Unfortunately ppl now call you racist for speaking facts.
Identity Attack0.10221587
Insult0.08558089
Profanity0.035900343
Threat0.0074436385
Severe Toxicity0.0043678284
Low Tox 0.21241048 Constructive 0.594 Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
No violent protesters trying to protect the non-citizen criminals from deportation up here? I guess they’re only called in when they think they can impede Trump’s agenda. Selective moral outrage I suppose.
No violent protesters trying to protect the non-citizen criminals from deportation up here? I guess they’re only called in when they think they can impede Trump’s agenda. Selective moral outrage I suppose.
Identity Attack0.052490227
Insult0.15236975
Profanity0.012926984
Threat0.010550622
Severe Toxicity0.0035095215
Low Tox 0.20839658 Moderate Con 0.314 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
And everyone who warned that this was coming was called racist for the last 20 years.
And everyone who warned that this was coming was called racist for the last 20 years.
Identity Attack0.10221587
Insult0.08410009
Profanity0.021876704
Threat0.008531082
Severe Toxicity0.0047302246
Low Tox 0.20572066 Low Con 0.233 Identity_Assertion
Jan 19, 2026 100 likes Why Canada’s immigration system has …
Funny how I was being called a racist for calling this out when it was just beginning. Media and government always wait until it’s far too late to do or say anything about it. “Optics”… …
Funny how I was being called a racist for calling this out when it was just beginning. Media and government always wait until it’s far too late to do or say anything about it. “Optics”… you wanted the job, have some sort of dignity and do it.
Identity Attack0.08004672
Insult0.0838533
Profanity0.022696527
Threat0.008090926
Severe Toxicity0.004196167
Low Tox 0.2043827 Moderate Con 0.39 Identity_Assertion
Feb 21, 2026 Canadian immigration officers investigating hundreds …
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with …
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with them on friendly terms as I did with all of the folks that used to deliver my packages. They generally completely disregard me, don't look at me, don't smile, act completely aloof and cold, throw the package on my deck, sit in their truck on their phone for 10-15 minutes, and then rip out (generally driving over my grass) and speed down the road texting all the while. It is a drastic, drastic change we are being forced to swallow. I'm sure CBC would call me alt-right just for daring to ponder that fact, but it is the reality of the situation. Gas on the flames of a housing/ inflation crisis. It is absolute unchecked insanity.
Identity Attack0.18313584
Insult0.082866095
Profanity0.12727508
Threat0.03373172
Severe Toxicity0.011367798
Low Tox 0.2043827 Constructive 0.687
Nov 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.