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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: "First and most of all!!!!!!!! …" 655 comments · Page 5 of 27
SOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO, how many millions did it take to "figure" that shit out that India's "students" has been scamming CAnada since Turdeau stole the elections the first time????????????????????????????????????????????
SOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO, how many millions did it take to "figure" that shit out that India's "students" has been scamming CAnada since Turdeau stole the elections the first time????????????????????????????????????????????
Identity Attack0.22935481
Insult0.40243408
Profanity0.41255033
Threat0.010705971
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.214
Oct 12, 2025 IRCC Names India in Study …
The main fraud is indian officials working in Canada Government sectors. They take bribe to approve indian visas with fake documents. fire all indian born officials first
The main fraud is indian officials working in Canada Government sectors. They take bribe to approve indian visas with fake documents. fire all indian born officials first
Identity Attack0.55044734
Insult0.35849577
Profanity0.0913099
Threat0.16699752
Severe Toxicity0.023076924
Moderate 0.46716887 Low Con 0.162 Identity Attack
Oct 1, 2025 IRCC Names India in Study …
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people. Secondly, I am not Indian but Indians have controlled all the big businesses Canada has. Third None …
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people. Secondly, I am not Indian but Indians have controlled all the big businesses Canada has. Third None white people will take over this stolen land , the reason is they work harder than the fat guy on the bike, that fat guy on the bike being racist against the 54 African countries show his true color. He was born in Canada and he can't even afford buying a $3,000 vehicle, he rides $50 dollars bike in -30 Canada winter because he is lazy and racist. The lazy and racist people can't even afford a good lifestyle!!! Indians and Africans owns big real estate properties and business. But the fat racist guy on the bike can only afford KFC Toonie Tuesday 2 dollars chicken and Burger Kings 3 dollars Burger. Again NO ONE IS ILLEGAL ON STOLEN LAND 😅😂 GOD BLESS INDIANS 🙏 GOD BLESS AFRICANS THE RACIST WILL DECLINE
Identity Attack0.48915586
Insult0.47020787
Profanity0.09992486
Threat0.013321015
Severe Toxicity0.023317307
Moderate 0.46716887 Moderate Con 0.458 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The comment on Africans shows how Canadians are not first world and illiterate lmao
The comment on Africans shows how Canadians are not first world and illiterate lmao
Identity Attack0.4911651
Insult0.44802538
Profanity0.104876526
Threat0.006763986
Severe Toxicity0.023076924
Moderate 0.4645176 Low Con 0.195 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Also, whining about your pay, but forgetting the YOLO phase you all, including myself had to deal with. So many alcoholics crying because they facing the problems many have faced for generations. Im not a …
Also, whining about your pay, but forgetting the YOLO phase you all, including myself had to deal with. So many alcoholics crying because they facing the problems many have faced for generations. Im not a fan of immigration, but seeing the first class whitey get some humble pie is crazy :) Stop being a PAWG and chasing that man sausage
Identity Attack0.38826546
Insult0.48627716
Profanity0.17987521
Threat0.011405042
Severe Toxicity0.023076924
Moderate 0.46186632 Moderate Con 0.466
Aug 29, 2025 Why Canadians Are Turning Against …
funny how the white people are talking like they're First Nations people...."they're coming, taking our land, they should go back to their own countries" ?
funny how the white people are talking like they're First Nations people...."they're coming, taking our land, they should go back to their own countries" ?
Identity Attack0.5504064
Insult0.33154017
Profanity0.13961408
Threat0.020782012
Severe Toxicity0.023552058
Moderate 0.45921504 Moderate Con 0.302 Identity Attack Identity_Assertion
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
We had a group of classmates from UVIC which in particular INDIANS (not being racist at all) that only shows up on first day of semester and on the last day... SMH Canada is sure …
We had a group of classmates from UVIC which in particular INDIANS (not being racist at all) that only shows up on first day of semester and on the last day... SMH Canada is sure fvcked up by this group of individuals that are just here to work illegally.
Identity Attack0.41975367
Insult0.41767508
Profanity0.40929472
Threat0.010291707
Severe Toxicity0.024350211
Moderate 0.45761138 Constructive 0.54
Oct 2, 2025 1 likes IRCC Names India in Study …
You should ask the first nations people how they feel about all these white Europeans coming over and taking all their jobs.... Oh wait you killed them all.
You should ask the first nations people how they feel about all these white Europeans coming over and taking all their jobs.... Oh wait you killed them all.
Identity Attack0.48915586
Insult0.24928534
Profanity0.1696208
Threat0.4574634
Severe Toxicity0.024866661
Moderate 0.45757914 Low Con 0.283 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Lmao putting up a picture of someone’s god to just share them . The real problem is Islam ☪️ where the guy was planning to blow up a Jewish synagogue. Try stopping em first
Lmao putting up a picture of someone’s god to just share them . The real problem is Islam ☪️ where the guy was planning to blow up a Jewish synagogue. Try stopping em first
Identity Attack0.49584505
Insult0.23704576
Profanity0.26098207
Threat0.34804323
Severe Toxicity0.048457388
Moderate 0.45757914 Low Con 0.264 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
A lot of this is racist. There's also a lot of hypocrisy. You white people invade the United States of America and Canada coming in by the thousands and completely took over both countries, and …
A lot of this is racist. There's also a lot of hypocrisy. You white people invade the United States of America and Canada coming in by the thousands and completely took over both countries, and then you sit here and complain that you're being invaded. Are you guys for real. You invaded first, so you don't have a right to complain. You know who else felt like strangers in their own country? The native Canadians and the Native Americans.
Identity Attack0.4907465
Insult0.41767508
Profanity0.06796519
Threat0.009048914
Severe Toxicity0.021419114
Moderate 0.45751464 Constructive 0.511 Moral_Argument
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
Too bad the real Canadians, First Nation people were killed, raped, push out of their land.
Too bad the real Canadians, First Nation people were killed, raped, push out of their land.
Identity Attack0.40158966
Insult0.3388922
Profanity0.22663295
Threat0.34804323
Severe Toxicity0.02491361
Moderate 0.4574824 Moderate Con 0.375 Moral_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
human tragedy, what a load of bollocks. Immigration means integration, something that is not happening when they all want to stay around Montreal, and bring the grandparents. Canadians First for our Social Services, Homes and …
human tragedy, what a load of bollocks. Immigration means integration, something that is not happening when they all want to stay around Montreal, and bring the grandparents. Canadians First for our Social Services, Homes and TAX Credits!
Identity Attack0.27682206
Insult0.48627716
Profanity0.22713706
Threat0.008531082
Severe Toxicity0.02258113
Moderate 0.4574824 Constructive 0.538 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …
First They Pollute Indian Now My country Canada😢
First They Pollute Indian Now My country Canada😢
Identity Attack0.5051593
Insult0.36193377
Profanity0.09551262
Threat0.08089764
Severe Toxicity0.04397394
Moderate 0.45703048 Low Con 0.273 Identity Attack Fear_Threat
Feb 14, 2026 2 likes Inside Canada's Indian Invasion...
On behalf of all Africans please leave us alone with our low level of intelligence, of course we have had people from here committing crimes but crime does not have race. Rape is a very …
On behalf of all Africans please leave us alone with our low level of intelligence, of course we have had people from here committing crimes but crime does not have race. Rape is a very punishable offense out here and you can be in prison for 14 years if convicted. Those who have committed crimes should be arrested at first sight and deported, wondering if Brian Redding was African looking at the magnitude of his crimes, however you welcome to visit here as we dont discriminate. 😂
Identity Attack0.50917345
Insult0.35161978
Profanity0.18786818
Threat0.13815513
Severe Toxicity0.038593806
Moderate 0.45703048 Constructive 0.623 Identity Attack Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Finally..First generation Canadian here. When my parents came here my mom was a nurse my dad an engineer both worked their asses off! No handouts, no free shii! Its disgusting whats happening to Canada...but how …
Finally..First generation Canadian here. When my parents came here my mom was a nurse my dad an engineer both worked their asses off! No handouts, no free shii! Its disgusting whats happening to Canada...but how do we change whats going on how do we make our voices heard?...without being racist of course!
Identity Attack0.27875587
Insult0.4196762
Profanity0.3866461
Threat0.009566744
Severe Toxicity0.023199933
Moderate 0.45703048 Constructive 0.702 Personal_Narrative
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
The whites should go back to Europe too and leave the first nations to live freely
The whites should go back to Europe too and leave the first nations to live freely
Identity Attack0.5135796
Insult0.25602314
Profanity0.18171974
Threat0.036149003
Severe Toxicity0.02402156
Moderate 0.45396814 Low Con 0.174 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
First guy nailed it; you really only see Indians from the top 5% of the population financially sent to the US and Canada. We need these savages shipped back their culture isn’t civilized.
First guy nailed it; you really only see Indians from the top 5% of the population financially sent to the US and Canada. We need these savages shipped back their culture isn’t civilized.
Identity Attack0.50125694
Insult0.44126466
Profanity0.12220735
Threat0.028379176
Severe Toxicity0.023364257
Moderate 0.45243698 Low Con 0.265 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
too many immigrunts voting for the libratards, because they are the ones bringing in the immigrunts in the first place, ive been coservative for the past ten years now and the libratards are always finding …
too many immigrunts voting for the libratards, because they are the ones bringing in the immigrunts in the first place, ive been coservative for the past ten years now and the libratards are always finding a ways to stay in office and have these people vote libratard for them to stay in the country that the libratards get in every time and its killing this country...............pp for pm...............!!!!!!👍👍👍👍👍👍👍
Identity Attack0.43896464
Insult0.42743355
Profanity0.18786818
Threat0.13700877
Severe Toxicity0.02383376
Moderate 0.45243698 Moderate Con 0.367 Unverified_Claim
Sep 8, 2025 Why Canadians Are Turning Against …
Most uneducated journalist 💔💔 Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate …
Most uneducated journalist 💔💔 Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate clearly and give a voice for their community but no, he goes for the fresh immigrants that barely know english to interview. Just look at the picture he's trying to paint 😂 Oh and that border hopping scheme? There's malicious people in EVERY culture/religion, acting like whites and blacks don't do the same shit. You can't show this negative narrative on this community by focusing on the worst. No one likes to talk about the Sikhs that feed SO MANY homeless people in downtown toronto every year. I bet you didn't know every gurdwara feeds anyone anytime. I can speak for the Sikhs i've seen first hand how they are for the community. wtvr pays the bills ig 🥀🥀
Identity Attack0.45610145
Insult0.4339631
Profanity0.16775991
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.45243698 Constructive 0.747 Policy_Critique
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
We Filipino are worried about canada,first thing you to do is kick out all Indian that work in government,police,bank,politicians because they are protecting there own people,we know them for a long time,send 80% indian back …
We Filipino are worried about canada,first thing you to do is kick out all Indian that work in government,police,bank,politicians because they are protecting there own people,we know them for a long time,send 80% indian back to India including PR,revoke there PR and citizenship.they are trying to scam canada and fool canada
Identity Attack0.5135796
Insult0.36709076
Profanity0.07999486
Threat0.2836219
Severe Toxicity0.023270357
Moderate 0.44573322 Moderate Con 0.438 Identity Attack
Dec 13, 2025 1 likes IRCC Names India in Study …
Who allowed them to enter in the first place ? ask them first why they allow them to enter country before pointing on others also if someone really want to talk about “ native” then …
Who allowed them to enter in the first place ? ask them first why they allow them to enter country before pointing on others also if someone really want to talk about “ native” then whites are the actual invaders to this country , they are the ones who kill natives and grab their lands
Identity Attack0.5135796
Insult0.3388922
Profanity0.15019037
Threat0.2836219
Severe Toxicity0.023129508
Moderate 0.44393396 Moderate Con 0.395 Identity Attack Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
Dude wtf is happening with the first world countries
Dude wtf is happening with the first world countries
Identity Attack0.034300596
Insult0.15698463
Profanity0.5013569
Threat0.00933372
Severe Toxicity0.023076924
Moderate 0.4402136 Low Con 0.213 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I don't hate the immigrants themselves, but the way our country handles immigration. I'll be the first to admit it's getting harder to keep those two things separate. What compounds that hate is since I've …
I don't hate the immigrants themselves, but the way our country handles immigration. I'll be the first to admit it's getting harder to keep those two things separate. What compounds that hate is since I've been looking at moving out of this country... it's disheartening that most countries (rightfully so) make you have to be able to both assimilate and afford to fend for yourself to get a immigrants visa. And I guess Canada isn't enough of a shithole to get refugee status... yet. Like many Canadians now, I'm living cheque to cheque to make ends meet. So not only do I hate it here, but am essentially trapped. Next time you want to get pissed off at an immigrant, save it for a Liberal. It's a good chance he/she will be one in the same anyways.
Identity Attack0.3819294
Insult0.42367843
Profanity0.39409557
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.43965456 Constructive 0.752 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Lol now you know how us first nation feel n your ancestors raped n pillaged by the way what is your culture ? Its been going in the wrong direction since first contact with non …
Lol now you know how us first nation feel n your ancestors raped n pillaged by the way what is your culture ? Its been going in the wrong direction since first contact with non native people 😢
Identity Attack0.36702603
Insult0.336253
Profanity0.2661081
Threat0.13815513
Severe Toxicity0.042180564
Moderate 0.4394682 Moderate Con 0.423
Aug 28, 2025 Why Canadians Are Turning Against …
Tyler Panjab is First country occupied by india , for kind information, Sikhs and Panjaab is not India nor hindus and Neither they are Pakistani or Muslims , and india killed half millions Sikhs in …
Tyler Panjab is First country occupied by india , for kind information, Sikhs and Panjaab is not India nor hindus and Neither they are Pakistani or Muslims , and india killed half millions Sikhs in last 125 yrs as they are bff with yemen mughals pig god of theirs as mughal mukesh ambaanies adaanies modi shaah doval jaishankar bishnoi yogi Sunak Anita Anand Jeff Patel Chandra Arya Mehta Patels Gupta aggarwals Joshies mittals mehul choksi terrorist actors when British left, they occupied Sikh country as Sikhs stood with white race in world wars 1&2 to help as soldiers in British army
Identity Attack0.5039629
Insult0.48627716
Profanity0.33453682
Threat0.3485223
Severe Toxicity0.44787344
Moderate 0.43720075 Moderate Con 0.357 Identity Attack Unverified_Claim
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.