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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "From Canada. This is the …" 6,088 comments · Page 78 of 244
Indians will be running Canada in the next 25-30 years. Cry more 😂🤣
Indians will be running Canada in the next 25-30 years. Cry more 😂🤣
Identity Attack0.3857254
Insult0.17858955
Profanity0.049678206
Threat0.014220826
Severe Toxicity0.016512826
Moderate 0.3625127 Low Con 0.097 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme …
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme Muslims moved into their negative behaviour had a major impact on the citizenry. And these countries are no longer tolerating this.
Identity Attack0.46028158
Insult0.16551061
Profanity0.026044132
Threat0.04880493
Severe Toxicity0.015673593
Moderate 0.3625127 Constructive 0.557 Fear_Threat
Dec 25, 2025 2 likes Deportations From Canada at Their …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian canadian citizens will aid the canadian government catching these people. I am in Canada now for the first time and its a beautiful country - don't destroy it like the UK has
Identity Attack0.43256098
Insult0.24928534
Profanity0.024609445
Threat0.036149003
Severe Toxicity0.015286255
Moderate 0.3625127 Constructive 0.594 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Dude, whites are not from Canada if you didnt know it, the invasion were first by the wh1tes
Dude, whites are not from Canada if you didnt know it, the invasion were first by the wh1tes
Identity Attack0.44690517
Insult0.1662211
Profanity0.089693464
Threat0.009385503
Severe Toxicity0.015544481
Moderate 0.3625127 Low Con 0.189 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, …
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, Ireland, etc.? Anyway, I enjoyed the video. Brampton seems like a mini Punjab/ mini India. And driving over there is bad is true but why do the police and authorities don't do anything about it? Easy money from fines.
Identity Attack0.39870077
Insult0.25602314
Profanity0.031641733
Threat0.007547205
Severe Toxicity0.013414118
Moderate 0.3625127 Constructive 0.747 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
They will dirty destroy the beautiful Canada
They will dirty destroy the beautiful Canada
Identity Attack0.10221587
Insult0.20434737
Profanity0.11354194
Threat0.18913531
Severe Toxicity0.015479924
Moderate 0.36095104 Low Con 0.276 Fear_Threat
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Now do Inside Canada's French Invasion video 🐖
Now do Inside Canada's French Invasion video 🐖
Identity Attack0.35299334
Insult0.2679134
Profanity0.12991914
Threat0.025616571
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.197 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
All Extortion cases in Canada originated from INDIA. INDIA sent all its criminals as students into Canada using diploma Mills.
All Extortion cases in Canada originated from INDIA. INDIA sent all its criminals as students into Canada using diploma Mills.
Identity Attack0.41975367
Insult0.24928534
Profanity0.023789622
Threat0.011249693
Severe Toxicity0.012833111
Moderate 0.36095104 Low Con 0.232
Sep 27, 2025 15 likes IRCC Names India in Study …
WHY CANADA TOOOO SOFT TO ALLOW THEM AT FIRST, REMOVE THEM, PROSECUTE ILLEGALS.
WHY CANADA TOOOO SOFT TO ALLOW THEM AT FIRST, REMOVE THEM, PROSECUTE ILLEGALS.
Identity Attack0.37361985
Insult0.16751462
Profanity0.022286616
Threat0.31092548
Severe Toxicity0.02077355
Moderate 0.36095104 Low Con 0.191
Sep 28, 2025 IRCC Names India in Study …
for me very hard to believe; this people living in the USA, get here, and no money?? WHY WE HAVE TO GAVE THEM EVERYTHING,??? what about our own people?? no food no money but this …
for me very hard to believe; this people living in the USA, get here, and no money?? WHY WE HAVE TO GAVE THEM EVERYTHING,??? what about our own people?? no food no money but this "HUMAN " get it , what they want, PLEASE GO HOMEEEEE!!!!!!!! we was a legal landed immigrant 1986 but we was working in SWITZERLAND then they kicked us out, we was honest, we told them , we have a money, from jan. _ may we had to show the Canadian ambassador how much money we have, and we got here but no help. only the English school and we was so happy, 3 years later we asking the citizenship and we got it, THANK YOU CANADA
Identity Attack0.3072352
Insult0.2735258
Profanity0.07482228
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.67
Mar 16, 2019 How much do refugees and …
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? …
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? See why Britain is having a protest today Sept 13 2025 for example. Also every town and city it feels like is getting a tent city. Small towns are becoming unsafe. It's sick.
Identity Attack0.10221587
Insult0.37846634
Profanity0.026454043
Threat0.008764107
Severe Toxicity0.007171631
Moderate 0.36095104 Constructive 0.713 Fear_Threat
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
Born in Montreal, Canada in 1991. Moved out in 2018. Visited in 2021. Did not recognize the country *AT ALL*. Took 1h walking downtown before I heard French or English being spoken. So many mentally …
Born in Montreal, Canada in 1991. Moved out in 2018. Visited in 2021. Did not recognize the country *AT ALL*. Took 1h walking downtown before I heard French or English being spoken. So many mentally ill browns roaming the streets and metro trains terrorizing everyone with absolutely NOTHING being done by cops.
Identity Attack0.36733335
Insult0.33964422
Profanity0.08807703
Threat0.011689849
Severe Toxicity0.014188796
Moderate 0.36095104 Constructive 0.562 Fear_Threat
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Canada isn’t europe, did the thieving genociding european settlers assimilate to Native/Indigenous culture? exactly. The loot that the brittish empire stole from South Asia was used to built the colony known as canada, even more …
Canada isn’t europe, did the thieving genociding european settlers assimilate to Native/Indigenous culture? exactly. The loot that the brittish empire stole from South Asia was used to built the colony known as canada, even more reason South Asians should be allowed to enjoy the benefits of the progress built on their ancestors blood and tears. Cry harder. No one’s going anywhere, infact, there are non europeans in europe because your in this non european land, only fair.
Identity Attack0.37012735
Insult0.2838064
Profanity0.027410502
Threat0.018192071
Severe Toxicity0.016125489
Moderate 0.36095104 Moderate Con 0.423 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Please accelerate the deportation of people from Punjab and the Muslim nations. Let's make Canada safe and beautiful.
Please accelerate the deportation of people from Punjab and the Muslim nations. Let's make Canada safe and beautiful.
Identity Attack0.45348886
Insult0.08484049
Profanity0.020988565
Threat0.04132889
Severe Toxicity0.020257099
Moderate 0.36095104 Moderate Con 0.363
Dec 24, 2025 1 likes Deportations From Canada at Their …
There is a HUGE issue no one is point to regarding Indian question And that is These are indoctrinated EXTREMIST Himdutva nationalist are by any definition are extremist You don’t want AZOV, RED SECTOR , …
There is a HUGE issue no one is point to regarding Indian question And that is These are indoctrinated EXTREMIST Himdutva nationalist are by any definition are extremist You don’t want AZOV, RED SECTOR , MEK, HTS, … In the number Indians are moving abroad Just imagine if there were a million azov were in Canada 💀
Identity Attack0.3817989
Insult0.2659317
Profanity0.048425674
Threat0.011379151
Severe Toxicity0.017287504
Moderate 0.36095104 Moderate Con 0.309 Unverified_Claim
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
When they heard Canada welcomes anybody, all dead beats rushed for a free ride. Awful immigration tactic. From envied country, now one to avoid. Terrible.
When they heard Canada welcomes anybody, all dead beats rushed for a free ride. Awful immigration tactic. From envied country, now one to avoid. Terrible.
Identity Attack0.28034934
Insult0.33154017
Profanity0.026317406
Threat0.029069828
Severe Toxicity0.0127685545
Moderate 0.36095104 Moderate Con 0.354 Policy_Critique
Jun 20, 2025 1 likes How Canada broke its immigration …
If a Canadian speaks facts about whats happening in Canada we are called racist and held accountable. Theres no freedom of speech anymore. I get banned for 24 hrs for speaking the truth on social …
If a Canadian speaks facts about whats happening in Canada we are called racist and held accountable. Theres no freedom of speech anymore. I get banned for 24 hrs for speaking the truth on social media. Canada has become a joke. Canadians are moving away and migrants keep coming in. Because we can't get the support from our government and costs r sky high and jobs r no longer givin to Canadians only immigrants. Migrants come in with smiles but have a plan to destroy us and take over. Same as greedy liberals
Identity Attack0.3817989
Insult0.30326313
Profanity0.039407436
Threat0.016638106
Severe Toxicity0.016964722
Moderate 0.36095104 Constructive 0.559
Sep 11, 2025 2 likes Why Canadians Are Turning Against …
What happened to the native /indigenous people of Canada.? The European cacadians whose ancestors occupied that land and murdered the natives should find from which european country their ancestors came and move back to europe …
What happened to the native /indigenous people of Canada.? The European cacadians whose ancestors occupied that land and murdered the natives should find from which european country their ancestors came and move back to europe if they can not tolerate the new brown non European immigrants.
Identity Attack0.44690517
Insult0.16853803
Profanity0.05243378
Threat0.060443077
Severe Toxicity0.01683561
Moderate 0.36095104 Moderate Con 0.321
Nov 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Liberal government policy any questions the media or citizen ask . They comply with we don’t have it we don’t know . This liberal has doing politics in Canada violating procedures, lying, and fooling the …
Liberal government policy any questions the media or citizen ask . They comply with we don’t have it we don’t know . This liberal has doing politics in Canada violating procedures, lying, and fooling the taxpayers with their fraud scam criminal activities .
Identity Attack0.06929302
Insult0.37279442
Profanity0.022423252
Threat0.007832011
Severe Toxicity0.0064849854
Moderate 0.36095104 Low Con 0.222 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
More immigrants bring More problems for Canada
More immigrants bring More problems for Canada
Identity Attack0.40713623
Insult0.15982662
Profanity0.020646973
Threat0.011327368
Severe Toxicity0.0126394415
Moderate 0.36095104 Low Con 0.277 Fear_Threat
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
I'm from India. I'm happy that I don't live in CANADA!
I'm from India. I'm happy that I don't live in CANADA!
Identity Attack0.44690517
Insult0.07301756
Profanity0.031140719
Threat0.010239923
Severe Toxicity0.014898917
Moderate 0.36095104 Constructive 0.505
Aug 10, 2025 3 likes How Canada broke its immigration …
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian …
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian and they are some of the worst drivers I dont how they come to canada get there license and how they come to our country and our eay richer than us white people the government helped them way too much while they dont help the people that lived here there whole lives. We got to struggle and watch these people that just move here and way more richer than us and pisses me off. We just keep getting flooded with more and more. I could ramble all day about it but its becoming a joke
Identity Attack0.3817989
Insult0.2659317
Profanity0.12220735
Threat0.13127698
Severe Toxicity0.020386212
Moderate 0.36095104 Constructive 0.563 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian …
Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion...
Identity Attack0.40351558
Insult0.18728738
Profanity0.051181246
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.128 Advertisement_Spam
Jan 28, 2026 Inside Canada's Indian Invasion...
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some …
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some unknown reason it is part of a "designated resettlement zone." There are more Indians than whites - it's insane. Local businesses have closed, new businesses catering to Indians have opened. Littering is rampant. Homes aren't taken care of. It's a tragedy. 70% of Canadians don't want these levels of immigration - hell, even *immigrants* don't want more immigrants. Justin Trudeau, his Liberal government, and the traitors over at the Century Initiative are 100% responsible for this irrevocable destruction of Canadian culture.
Identity Attack0.38200524
Insult0.2659317
Profanity0.08096472
Threat0.010239923
Severe Toxicity0.016060932
Moderate 0.36095104 Constructive 0.593 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
immigrats must be controled. most indians are illigal immigrants. mis using the human rights. there freedon must be limited. specil religes actvities. india is not one country. many countrues together become india. some stae people …
immigrats must be controled. most indians are illigal immigrants. mis using the human rights. there freedon must be limited. specil religes actvities. india is not one country. many countrues together become india. some stae people specily priminister modies peple , kujarsthis and seeiks occuping canads. they unite and not allow others the canadians work in work places. toudo cany governmet allow illigal immigrants to canada. sponsoring snd student visa must be controled or stopped. Canada paying pension for sponsred old parents. this is tax payers mony. must be limited. csnadian woked people loosing their benifits.
Identity Attack0.44690517
Insult0.2469859
Profanity0.030890211
Threat0.013528148
Severe Toxicity0.016383713
Moderate 0.36095104 Constructive 0.511
Sep 19, 2025 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.