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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: "to them your land is …" 454 comments · Page 5 of 19
Canada is ruined now. And our new Prime Minister will make it much worse quickly. He already has claimed Canada stands behind 2 states. One created to go to the palastinians. There is no such …
Canada is ruined now. And our new Prime Minister will make it much worse quickly. He already has claimed Canada stands behind 2 states. One created to go to the palastinians. There is no such thing as a palastinian. It is not a land nor a nationality. They are killer muslims raised to hate the jews. I will retire soon, wealthy. I'm moving to the usa because I believe Canada will get worse. I believe the people from India have destroyed Canada as they have destroyed India. I would live with Mexicans ANYDAY over them! We need a Trump clone to get rid of them all. All they have done is made us racist because of how they live and how they treat us. Marc C is not going to do anything but make it way worse.
Identity Attack0.5135796
Insult0.40243408
Profanity0.092279755
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.45751464 Moderate Con 0.469 Identity Attack Fear_Threat
Sep 29, 2025 Why Canadians Are Turning Against …
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)
Yes, it’s country of immigrants. Some 200 years ago, many white immigrants came , killed the natives and become the people of the land. Yes then they built the country with their hardworkband brain but …
Yes, it’s country of immigrants. Some 200 years ago, many white immigrants came , killed the natives and become the people of the land. Yes then they built the country with their hardworkband brain but that don’t take away the logic that they were too „not the people of the land“ and to add to it the “hineous” act if indigenous ethnic cleansing. Horrendous 😢
Identity Attack0.5075293
Insult0.40243408
Profanity0.09551262
Threat0.12689553
Severe Toxicity0.023246882
Moderate 0.4574824 Moderate Con 0.486 Identity Attack
Dec 29, 2025 Inside Canada's Indian Metropolis (Brampton)
we never wanted whites on our land too in the past yk?
we never wanted whites on our land too in the past yk?
Identity Attack0.54151535
Insult0.24928534
Profanity0.17613389
Threat0.030278467
Severe Toxicity0.02420936
Moderate 0.45703048 Moderate Con 0.33 Identity Attack Moral_Argument
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
So were Millions of Native Indian People were born here before your great-grandfather !!! But you people attempted Genocide and stolen this Land with “”Crimes against Humanity “”!!!
So were Millions of Native Indian People were born here before your great-grandfather !!! But you people attempted Genocide and stolen this Land with “”Crimes against Humanity “”!!!
Identity Attack0.38208112
Insult0.36798462
Profanity0.09961538
Threat0.13228847
Severe Toxicity0.024350211
Moderate 0.45703048 Low Con 0.271
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Who woulda thought by allowing immigration from the land of the scammer might provide you with....some scammers? Derp
Who woulda thought by allowing immigration from the land of the scammer might provide you with....some scammers? Derp
Identity Attack0.21866
Insult0.4986907
Profanity0.08840031
Threat0.00899713
Severe Toxicity0.014253352
Moderate 0.45703048 Low Con 0.196 Humor_Satire
Sep 29, 2025 IRCC Names India in Study …
We are invaded by Indians, Chinese, and muslims, and this insanity must be stopped. We must: 1) Implement per-country cap. 2) Pause immigration from India and China for at least 10 years until we balance …
We are invaded by Indians, Chinese, and muslims, and this insanity must be stopped. We must: 1) Implement per-country cap. 2) Pause immigration from India and China for at least 10 years until we balance our population. 3) To ban all immigration from muslim countries. 4) Significantly reducing the number of TFWs and int. students. 5) Establishing a deportation force within the CBSA. Without these measures, I guarantee that our beloved Canada will turn into a land of ethnic enclaves and "no-go zones".
Identity Attack0.55044734
Insult0.36798462
Profanity0.073529124
Threat0.04167421
Severe Toxicity0.02425631
Moderate 0.45703048 Moderate Con 0.467 Identity Attack
Sep 29, 2025 IRCC Names India in Study …
Strange World we live in! My friend is indigenous he said too many whites europeans on our land! WTF As being asian don’t know whose country is this. ! Whites? Indigenous? East Indians?
Strange World we live in! My friend is indigenous he said too many whites europeans on our land! WTF As being asian don’t know whose country is this. ! Whites? Indigenous? East Indians?
Identity Attack0.46028158
Insult0.2735258
Profanity0.39409557
Threat0.012854968
Severe Toxicity0.026936848
Moderate 0.45549932 Constructive 0.595 Identity_Assertion
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
lol look how south Korea is shrinking and in coming 100 or 200 years it would be vanished....if white ppl are not breeding anymore what problem to share land with other ones?? They do wanna …
lol look how south Korea is shrinking and in coming 100 or 200 years it would be vanished....if white ppl are not breeding anymore what problem to share land with other ones?? They do wanna extend their Dynasty for now.....and if you are not happy with them then breed mfs.....saying as a white btw
Identity Attack0.5039629
Insult0.34203702
Profanity0.29209393
Threat0.06270605
Severe Toxicity0.030523606
Moderate 0.45396814 Moderate Con 0.389 Identity Attack Humor_Satire
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Go back to your native land
Go back to your native land
Identity Attack0.44690517
Insult0.27969417
Profanity0.08613731
Threat0.030623792
Severe Toxicity0.023317307
Moderate 0.45090583 Moderate Con 0.311 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It's infuriating and heartbreaking watching my hometown of Surrey British Columbia be totally taken over with not one ounce of respect or common courtesy for our land and its people 🤬the immigrants keep to themselves …
It's infuriating and heartbreaking watching my hometown of Surrey British Columbia be totally taken over with not one ounce of respect or common courtesy for our land and its people 🤬the immigrants keep to themselves only hire family and friends refuse to learn the language the whole culture is Superior and exclusive but we're look down on if Canadians speak up‼️they might as well be spitting in our faces😢🤬P.S to anyone in the comments don't gave me the bull€hit Europeans and natives scenario that was years ago does not affect anyone living today and why would you want the same evils put on Canadian citizens now 🤦‍♀️😬
Identity Attack0.46028158
Insult0.4196762
Profanity0.27342406
Threat0.036149003
Severe Toxicity0.040387187
Moderate 0.44393396 Constructive 0.614
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
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...
White people act like they own America and Canada, forgetting their ancestors are from Europe and they are children of colonizers who Genocided Native Americans and Native Canadians and stole their land by force. Meanwhile …
White people act like they own America and Canada, forgetting their ancestors are from Europe and they are children of colonizers who Genocided Native Americans and Native Canadians and stole their land by force. Meanwhile our people come to work legally and earn money, they work minimum wage but build up and eventually become CEOs. We work while you sleep, simple as that. Seems more like jealousy to me.
Identity Attack0.5135796
Insult0.34203702
Profanity0.06946823
Threat0.016120117
Severe Toxicity0.023076924
Moderate 0.44039994 Constructive 0.517 Identity Attack Moral_Argument
Oct 17, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Fun fact ... all that land belongs to Native Americans.. the European immigrants did not assimilate and adopt culture of the Natives.. European immigrants killed close to all the natives. As for the Pakistani.. WTF.. …
Fun fact ... all that land belongs to Native Americans.. the European immigrants did not assimilate and adopt culture of the Natives.. European immigrants killed close to all the natives. As for the Pakistani.. WTF.. he is seriously confused about his identity.. send him to Rawalpindi for 3 months to learn his identity.
Identity Attack0.44690517
Insult0.35849577
Profanity0.39409557
Threat0.13785169
Severe Toxicity0.023927659
Moderate 0.44002727 Moderate Con 0.415
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
It's really fascinating to see White people complain about immigration, whilst living on stolen land.
It's really fascinating to see White people complain about immigration, whilst living on stolen land.
Identity Attack0.50588524
Insult0.34032786
Profanity0.09868695
Threat0.010990778
Severe Toxicity0.020902663
Moderate 0.4398409 Low Con 0.283 Identity Attack
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
What the white Canadians need to remember is you stole that land from the natives you have no place to talk
What the white Canadians need to remember is you stole that land from the natives you have no place to talk
Identity Attack0.4907465
Insult0.3388922
Profanity0.073529124
Threat0.015429466
Severe Toxicity0.023076924
Moderate 0.43965456 Low Con 0.225 Moral_Argument
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
o the irony of white people complaining about others invading "their" land... hahahaha.
o the irony of white people complaining about others invading "their" land... hahahaha.
Identity Attack0.5108175
Insult0.25800487
Profanity0.09324962
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.4394682 Low Con 0.172 Identity Attack Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Imagine if this same interview happened back 500 years ago, when people actually asked native Canadians about white man's immigration! On thier land, humans do migration for a better living, it called globalization, those who …
Imagine if this same interview happened back 500 years ago, when people actually asked native Canadians about white man's immigration! On thier land, humans do migration for a better living, it called globalization, those who don't understand this are not just uneducated, but also have a disgusting mindset, who only judge people based on their skin color!
Identity Attack0.41975367
Insult0.45135358
Profanity0.07514556
Threat0.008789998
Severe Toxicity0.017287504
Moderate 0.42985553 Constructive 0.601 Moral_Argument
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
White people freaking out because now they know how the native's felt when Europeans showed up on their land.
White people freaking out because now they know how the native's felt when Europeans showed up on their land.
Identity Attack0.50515443
Insult0.25602314
Profanity0.29209393
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.4274071 Moderate Con 0.32 Identity Attack Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
What happened? Foreign investors, corrupt politicians and the oppression of the White Christians in our home and native land.
What happened? Foreign investors, corrupt politicians and the oppression of the White Christians in our home and native land.
Identity Attack0.46028158
Insult0.40243408
Profanity0.04216301
Threat0.011508608
Severe Toxicity0.015609037
Moderate 0.4274071 Low Con 0.257
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
If you think hindu and sikh were problem then i think 3% of Muslim not concentrate at one place See your native place england what happened to them Hindu and sikh came from that land …
If you think hindu and sikh were problem then i think 3% of Muslim not concentrate at one place See your native place england what happened to them Hindu and sikh came from that land which give everyone place who were Slaughter all over the earth But Muslim were those who slaughter them Hari bol ❤
Identity Attack0.5108175
Insult0.40189892
Profanity0.18909787
Threat0.34804323
Severe Toxicity0.23225316
Moderate 0.4274071 Constructive 0.511 Identity Attack
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why do white people always say our country it's not most of the lad is stolen why not ask the white people how it feels do be on stolen land
Why do white people always say our country it's not most of the lad is stolen why not ask the white people how it feels do be on stolen land
Identity Attack0.48949075
Insult0.24928534
Profanity0.1413768
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.423 Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
These white Canadians forget they're from Europe, and their ancestors committed a genocide to steal the land of the native Americans. It's not our land, so we should all live here peacefully.
These white Canadians forget they're from Europe, and their ancestors committed a genocide to steal the land of the native Americans. It's not our land, so we should all live here peacefully.
Identity Attack0.50515604
Insult0.30326313
Profanity0.044668075
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.433 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
Bro you white people complaining when that land ain't yours
Bro you white people complaining when that land ain't yours
Identity Attack0.48915586
Insult0.25205973
Profanity0.16264248
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.222 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
It's almost like Westerns create it, Asians destroy it We did a tour around all of Asia this past 10 years. It is NOT just India that looks like a land fill, and sad thing …
It's almost like Westerns create it, Asians destroy it We did a tour around all of Asia this past 10 years. It is NOT just India that looks like a land fill, and sad thing of it is it's mostly a cultural issue not a miss manage of trash
Identity Attack0.46028158
Insult0.40243408
Profanity0.20016506
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.594 Identity_Assertion
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.