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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: "How come we are not …" 1,829 comments · Page 22 of 74
The Indians dont even want the Indians to come here......now thats saying something
The Indians dont even want the Indians to come here......now thats saying something
Identity Attack0.45348886
Insult0.12702756
Profanity0.094219476
Threat0.012596053
Severe Toxicity0.020515325
Moderate 0.37751234 Low Con 0.183 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
We have a lot of strong and independent women though. Who along with their feminist State husband have collapsed the birth rate to 1.3 children per woman. Nut job stuff. So now here comes the …
We have a lot of strong and independent women though. Who along with their feminist State husband have collapsed the birth rate to 1.3 children per woman. Nut job stuff. So now here comes the third world dragging their impoverished socialist mentality with them.
Identity Attack0.38223284
Insult0.36709076
Profanity0.08355101
Threat0.009178371
Severe Toxicity0.014382465
Moderate 0.37751234 Moderate Con 0.353 Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Dont worry Canadistan is a magic place full of rainbows and unicorns and everyone who comes here miraculously becomes the best person ever...unless they arent libtards then waaaah
Dont worry Canadistan is a magic place full of rainbows and unicorns and everyone who comes here miraculously becomes the best person ever...unless they arent libtards then waaaah
Identity Attack0.28034934
Insult0.38852
Profanity0.15635987
Threat0.0076507707
Severe Toxicity0.012833111
Moderate 0.37751234 Low Con 0.281 Humor_Satire
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Identity Attack0.41975367
Insult0.18604483
Profanity0.028776871
Threat0.012906751
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.152 Identity_Assertion
Feb 16, 2026 Inside Canada's Indian Invasion...
Come as a student, stay as an illegal citizen, exploit the system as much as they can, send out as much money as possible, destroy country, take over
Come as a student, stay as an illegal citizen, exploit the system as much as they can, send out as much money as possible, destroy country, take over
Identity Attack0.28034934
Insult0.2469859
Profanity0.06044999
Threat0.13815513
Severe Toxicity0.022452017
Moderate 0.37751234 Low Con 0.119 Unverified_Claim
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in a town close to brampton and seeing all of them come to the trails here makes me mad because I used to ride my bike on the trail but now you cant …
I live in a town close to brampton and seeing all of them come to the trails here makes me mad because I used to ride my bike on the trail but now you cant ot just hurts so much to see the urbanization of nature. ASWELL as they leave trash everywhere nit saying white people dont but they leave more per capita I would say
Identity Attack0.38246045
Insult0.2838064
Profanity0.18356428
Threat0.013217449
Severe Toxicity0.020386212
Moderate 0.37751234 Constructive 0.69
Jan 27, 2026 Inside Canada's Indian Invasion...
But there was high scammers coming in student visa aslmyer seekers etc illegals are illegals
But there was high scammers coming in student visa aslmyer seekers etc illegals are illegals
Identity Attack0.3043136
Insult0.38852
Profanity0.098377466
Threat0.007832011
Severe Toxicity0.012703998
Moderate 0.37751234 Moderate Con 0.332 Unverified_Claim
Jul 5, 2025 1 likes How Canada broke its immigration …
oh wow........ (as someone who grew up in Vancouver...... aka "HongCouver" ......... you gotta come visit HONG-COUVER some day and do a video on how chinese are taking over the greater Vancouver area, NOT EVEN …
oh wow........ (as someone who grew up in Vancouver...... aka "HongCouver" ......... you gotta come visit HONG-COUVER some day and do a video on how chinese are taking over the greater Vancouver area, NOT EVEN JUST VANCOUVER CITY....... ITS EVERY SINGLE CITY within a 1-2 hour drive outside of Vancouver City................. THEY LITERALLY ARE TAKING OVER....... and I am NOTTT a racist person........ but man..... its not the same vancouver that I grew up in I tell you that, MY SON IS ONE OF ONLY 6 WHITE KIDS IN HIS ENTIRE SCHOOL (a elementary school of 400-450 kids BY THE WAY)...................... since grade 1 (he is now in grade 3) ........ HE HAS BEEN THE ONLY WHITE KID IN HIS CLASS SINCE HE STARTED GOING TO SCHOOL THERE................. AND AGAIN!!!!!!!!! NOTHING WRONG WITH CHINESE OR ASIAN PEOPLE................. I JUST CAN NOT HELP BUT WONDER THAT 15-30 YEARS FROM NOW............. IS THERE GOING TO BE ANYYYYY WHITE PEOPLE LEFT HERE????????? MY THOUGHTS ARE NO........ WHITE PEOPLE WILL BE LESS THEN 5%
Identity Attack0.38185352
Insult0.25800487
Profanity0.0887236
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.606 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The kids who are coming today are taking away our identity. Couldn't have said any better. Its the younger generation thats really pissing off not only the natives. But also the older gen immigrants.
The kids who are coming today are taking away our identity. Couldn't have said any better. Its the younger generation thats really pissing off not only the natives. But also the older gen immigrants.
Identity Attack0.38208112
Insult0.3388922
Profanity0.23857519
Threat0.011327368
Severe Toxicity0.021290002
Moderate 0.37751234 Constructive 0.627
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
let the Rats come in....
let the Rats come in....
Identity Attack0.023193322
Insult0.40243408
Profanity0.097129054
Threat0.012906751
Severe Toxicity0.010375977
Moderate 0.37751234 Low Con 0.28 Fear_Threat
Nov 20, 2025 14 likes Thousands of refugees allowed into …
They can leave and come back through roxam Road Like all Haitians and Indians do Claim Asylum and never leave Plus they get FREEEEEEEEEEEEEEEEEE everything
They can leave and come back through roxam Road Like all Haitians and Indians do Claim Asylum and never leave Plus they get FREEEEEEEEEEEEEEEEEE everything
Identity Attack0.43896464
Insult0.16766082
Profanity0.078378424
Threat0.01698343
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.208 Unverified_Claim
Jan 19, 2026 2.9 million Canadian temporary visas …
We had in-laws come from UAE and when they got off YVR airport they thought they arrived in China. Canada is becoming overwhelmed by colored minorities, sad.😊
We had in-laws come from UAE and when they got off YVR airport they thought they arrived in China. Canada is becoming overwhelmed by colored minorities, sad.😊
Identity Attack0.46028158
Insult0.24493282
Profanity0.029596692
Threat0.00866054
Severe Toxicity0.014447021
Moderate 0.37751234 Constructive 0.583 Identity_Assertion
Sep 11, 2025 Why Canadians Are Turning Against …
I am an Indian and i am telling you each one of them is telling you what you need to hear ( their original expression of identity comes out when they are around their own …
I am an Indian and i am telling you each one of them is telling you what you need to hear ( their original expression of identity comes out when they are around their own kind like in India the same hindu sabha will INDIRECTLY throw you out for being a lower caste or a christian or if muslim than you are done even direclty ) everyone of them is lying like every single one of them except the POLISH guy
Identity Attack0.38246045
Insult0.24835461
Profanity0.17752954
Threat0.032695748
Severe Toxicity0.023076924
Moderate 0.37694603 Moderate Con 0.435 Unverified_Claim
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Let them look elsewhere. I'm ok with that. Cancel those programs. So we let a student come here to get education and than end up with their whole family? So for person we need we …
Let them look elsewhere. I'm ok with that. Cancel those programs. So we let a student come here to get education and than end up with their whole family? So for person we need we get 10 we don't? This guy is delusional.
Identity Attack0.008879486
Insult0.4125297
Profanity0.03615085
Threat0.007754337
Severe Toxicity0.0043678284
Moderate 0.37694603 Moderate Con 0.488 Policy_Critique
Jan 20, 2026 4 likes Why Canada’s immigration system has …
The problem isn't Indian people coming to Canada, its Indian people turning Canada into India...
The problem isn't Indian people coming to Canada, its Indian people turning Canada into India...
Identity Attack0.48990932
Insult0.16195811
Profanity0.028093686
Threat0.0077025536
Severe Toxicity0.014576134
Moderate 0.37694603 Low Con 0.21
Sep 18, 2025 8,055 likes Inside Canada's Indian Metropolis (Brampton)
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 …
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY …
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY CUT OUT EVERYONE, THEY SELL 22K FOR A WHOLE KILO, BIG DIP FROM 40K
Identity Attack0.089145996
Insult0.15627414
Profanity0.117874645
Threat0.025961896
Severe Toxicity0.023076924
Moderate 0.37576625 Low Con 0.277 Unverified_Claim
Sep 8, 2025 Why Canadians Are Turning Against …
8:37 did he just say Kerala?? Does he thinks Sikhs come from Kerala?? This guy is so blinded for views that he completely ignores how wrong he is on so many levels.
8:37 did he just say Kerala?? Does he thinks Sikhs come from Kerala?? This guy is so blinded for views that he completely ignores how wrong he is on so many levels.
Identity Attack0.13591312
Insult0.29855028
Profanity0.10116278
Threat0.012078222
Severe Toxicity0.013736901
Moderate 0.37576625 Moderate Con 0.379 Policy_Critique
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way …
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way around.
Identity Attack0.46028158
Insult0.18977246
Profanity0.02249157
Threat0.009307829
Severe Toxicity0.015802706
Moderate 0.37576625 Moderate Con 0.389 Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
What's wrong about Indians coming to America, it's their home as the indians were there in the first place before the white man came around 😂
What's wrong about Indians coming to America, it's their home as the indians were there in the first place before the white man came around 😂
Identity Attack0.44690517
Insult0.15485314
Profanity0.11601777
Threat0.011275585
Severe Toxicity0.020902663
Moderate 0.37458646 Moderate Con 0.392 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
We have been surviving without India and will do so, because Indians have come to this country and disrespected our norms, our culture and our way of life. People are tired and will no longer …
We have been surviving without India and will do so, because Indians have come to this country and disrespected our norms, our culture and our way of life. People are tired and will no longer put up with it.
Identity Attack0.45610145
Insult0.24287975
Profanity0.07643871
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.37458646 Moderate Con 0.466 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
Canadian government needs to be filled with only white and indigenous politicians. No outsiders your family must have lived in canada for 4 generations, that way they shoupd fully understand how and what canadians want …
Canadian government needs to be filled with only white and indigenous politicians. No outsiders your family must have lived in canada for 4 generations, that way they shoupd fully understand how and what canadians want and need. Plain and simple. I dont see white canadians or amaricans as politicians in any other country! Its all their own people! India, Pakistan, China and so on. Canada needs to stand strong against outsiders and new comers who think their coming here to bring there BS
Identity Attack0.43256098
Insult0.24928534
Profanity0.108590275
Threat0.010628296
Severe Toxicity0.017416617
Moderate 0.37340668 Constructive 0.522
Oct 12, 2025 IRCC Names India in Study …
Oddly, it's only white people you see on the street corner begging for money and doing the fentanyl fold. It's never Indians living in a tent not knowing where their next meal is coming from.
Oddly, it's only white people you see on the street corner begging for money and doing the fentanyl fold. It's never Indians living in a tent not knowing where their next meal is coming from.
Identity Attack0.44690517
Insult0.17486192
Profanity0.07805514
Threat0.011689849
Severe Toxicity0.015996376
Moderate 0.37340668 Moderate Con 0.366 Moral_Argument
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
If you are uneducated and want to relocate to Canada 🇨🇦 please don’t come here. The people of Canada are fatigued with low education immigrants. We need the job’s uneducated immigrant fill to employ our …
If you are uneducated and want to relocate to Canada 🇨🇦 please don’t come here. The people of Canada are fatigued with low education immigrants. We need the job’s uneducated immigrant fill to employ our citizen students do they can get a foot in door.
Identity Attack0.36273825
Insult0.3493834
Profanity0.018597418
Threat0.008375733
Severe Toxicity0.012130737
Moderate 0.3722269 Constructive 0.533 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
Speaking the language is a given.... but coming here🇨🇦 and impose your religion to a christian country is blasphemy. and another thing... your values cant compare to ours 😠
Speaking the language is a given.... but coming here🇨🇦 and impose your religion to a christian country is blasphemy. and another thing... your values cant compare to ours 😠
Identity Attack0.3817989
Insult0.22303216
Profanity0.07643871
Threat0.008246276
Severe Toxicity0.014705247
Moderate 0.3722269 Moderate Con 0.339 Identity_Assertion
Aug 25, 2025 29 likes Why Canadians Are Turning Against …

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.