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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: "The Immigrants are why the …" 3,653 comments · Page 79 of 147
There’s nothing like that ever it’s all alive. What you saying? This is just the wish of some bigots. You’re feeling all your doctors and other professional gaps and you’re given all the lower jobs …
There’s nothing like that ever it’s all alive. What you saying? This is just the wish of some bigots. You’re feeling all your doctors and other professional gaps and you’re given all the lower jobs from restaurants to any other lower jobs that Canadians don’t wanna do. Yes you’re right. An immigrant family can come here and six years later have a house because they share all the family by a house because they have a family value. The earlier arrivals here to buy house is a big dream they won’t make it except the privileged the work by family members and oil rigs are the professionals. This country use built by immigrants all it is the early arrivals and the late arrivals. To begin with this is a stolen country. At least the immigrants are coming by legal method, but the early arrivals they just stole it by killing the natives.
Identity Attack0.029208258
Insult0.0041088094
Profanity0.00017637847
Threat0.098194055
Severe Toxicity0.000037396847
Low Tox 0.23759988 Moral_Argument
Apr 15, 2025
Our laws about accepting refugees and asylum seekers need to get better. These new comers are changing Canadas as I write this. Our Canadian ways are being disregarded and disrespected. And allowing this new comers …
Our laws about accepting refugees and asylum seekers need to get better. These new comers are changing Canadas as I write this. Our Canadian ways are being disregarded and disrespected. And allowing this new comers to dictate how they can live here. It’s not like what it was where we need to be qualified to live and immigrate to Canada. Now these new comers are trashing our parks, scamming good samaritans, scheming to get support from our government, and lastly, changing the demographics in Canada. Our laws need a better champion so the majority of good law abiding, good hearted, true Canadian citizens a better Canada. A Canada that allows good lawful immigrants to create a good future for their families. Adapting to our Canadian ways like , qualifying for work base on knowledge, skill, adaptability, acceptance, tolerance, and the heart to show love not on the base of the color of your skin, religion, nationality, gender, or creed. Canada is so much more and shouldn’t be changed by new comers that want to push their ways, beliefs, religion and agenda for their own benefit. No Canadian should be pushed to accept these new comers ways into our future.
Identity Attack0.17847598
Insult0.16337912
Profanity0.030389199
Threat0.009955117
Severe Toxicity0.007286072
Low Tox 0.23739935 Constructive 0.645
Aug 25, 2025 Why Canadians Are Turning Against …
These days influencers be like - oh m not getting views, Idea - Make video on Immigration Brampton,show them as a burden. Get more views, 😮
These days influencers be like - oh m not getting views, Idea - Make video on Immigration Brampton,show them as a burden. Get more views, 😮
Identity Attack0.10293542
Insult0.07365121
Profanity0.05393682
Threat0.02371728
Severe Toxicity0.009002686
Low Tox 0.23739935 Moderate Con 0.322
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
This disaster is on the Liberal government. We would not be in this position if the liberals hadn't destroyed our immigration system.
This disaster is on the Liberal government. We would not be in this position if the liberals hadn't destroyed our immigration system.
Identity Attack0.11280017
Insult0.08558089
Profanity0.01982715
Threat0.016638106
Severe Toxicity0.0043678284
Low Tox 0.23739935 Moderate Con 0.334
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
The whole immigration run by Indian, IRCC, LMIA allow International students of Indian origin only. Why? Does Canada land sold to India? We need Trump in Canada.
The whole immigration run by Indian, IRCC, LMIA allow International students of Indian origin only. Why? Does Canada land sold to India? We need Trump in Canada.
Identity Attack0.28034934
Insult0.06337463
Profanity0.013951761
Threat0.007197669
Severe Toxicity0.005760193
Low Tox 0.23739935 Low Con 0.3 Unverified_Claim
Nov 3, 2025 IRCC Names India in Study …
Too many immigrants let in at once
Too many immigrants let in at once
Identity Attack0.27510223
Insult0.060927123
Profanity0.028503597
Threat0.008893564
Severe Toxicity0.005874634
Low Tox 0.23739935 Low Con 0.234 Policy_Critique
Sep 21, 2025 Why Canadians Are Turning Against …
This is an exact copy of America's story. Even though the immigrants are now being deported, inflation is still rising out of control. The US has been destroyed by our own president.
This is an exact copy of America's story. Even though the immigrants are now being deported, inflation is still rising out of control. The US has been destroyed by our own president.
Identity Attack0.105836816
Insult0.097093195
Profanity0.021330157
Threat0.012958534
Severe Toxicity0.0044059753
Low Tox 0.23739935 Moderate Con 0.458
Aug 25, 2025 Why Canadians Are Turning Against …
3:00 I bet he considers himself "expat" and not an "immigrant"
3:00 I bet he considers himself "expat" and not an "immigrant"
Identity Attack0.18235919
Insult0.07555214
Profanity0.04892669
Threat0.008052089
Severe Toxicity0.006828308
Low Tox 0.23739935 Low Con 0.291
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
here's the problem culturally they're completely different than you Canadians. You actually had people supporting Hamas and the taking of hostages and what they did to those babies and what they did to those poor …
here's the problem culturally they're completely different than you Canadians. You actually had people supporting Hamas and the taking of hostages and what they did to those babies and what they did to those poor women who they kept in those assault camps. You literally would have never had people parading on the street supporting that we're at not for these immigrants so they're changing the culture of what was once a beautiful country and meanwhile lowering your quality of life to 50% of what it was just 18 years ago so why the hell would any self-respecting country keep more immigrants in that hate the very country they're trying to get into
Identity Attack0.22935481
Insult0.12702756
Profanity0.02836696
Threat0.009799767
Severe Toxicity0.008354187
Low Tox 0.23667802 Constructive 0.615
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Still not enough for immigration. Shut the borders , visitors only!
Still not enough for immigration. Shut the borders , visitors only!
Identity Attack0.20878418
Insult0.042665333
Profanity0.015488927
Threat0.020954676
Severe Toxicity0.007286072
Low Tox 0.23667802 Low Con 0.177 Call_To_Action
Jan 15, 2026 Canada’s new rules in 2026
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as …
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as owner of the land. Do you remember how many slaves European Colonizers have killed? King Leopold, Algerian war of Independence against France, how many African slaves lost their lives to build the Congo-Ocean Railway? Spanish demolition of Aztec and Inca empire in South America, did you remember the Encomienda system?! Why did Taino people vanish on Caribbean Island?! Portuguese forced labor policies in Angola, Mozambique?? Millions of them lost lives to fight against Portuguese colonizers. Then our favorite East India Company, the British empire where Sun Never Set. They decimated India, Australian Aboriginal, New Zealand Māori and Red Indians, native Americans who migrated to America from Asia long back. How many natives' indigenous populations countries after countries, continent after continent, their father mother daughter son wife husband grandparents your ancestors have killed???? Do you have any count????? In this civilized world no Supremacists be it Right or Left wing, especially Hitler, Mussolini, Stalin like White Supremacist have no place anymore, you have done enough good for the world. You cannot justify your stand using a Charlie Kark.
Identity Attack0.1808059
Insult0.110259406
Profanity0.024062896
Threat0.021300001
Severe Toxicity0.009422302
Low Tox 0.23667802 Constructive 0.519 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
Politicians use immigration for added votes, that’s their main agenda. Cut through the BS , politicians like people who block vote and this corrupts Canadian democracy
Politicians use immigration for added votes, that’s their main agenda. Cut through the BS , politicians like people who block vote and this corrupts Canadian democracy
Identity Attack0.058856625
Insult0.15769513
Profanity0.08128801
Threat0.010188141
Severe Toxicity0.005340576
Low Tox 0.23667802 Moderate Con 0.318
Dec 26, 2025 Deportations From Canada at Their …
The original immigrants complaining 🙄
The original immigrants complaining 🙄
Identity Attack0.23770751
Insult0.07523532
Profanity0.019963788
Threat0.0068999166
Severe Toxicity0.0050735474
Low Tox 0.23667802 Low Con 0.253
Aug 26, 2025 Why Canadians Are Turning Against …
This is out of control and blow my mind that the government of Canada who did all this disaster. We are all immigrants in this country but this is an invasion not immigration. I love …
This is out of control and blow my mind that the government of Canada who did all this disaster. We are all immigrants in this country but this is an invasion not immigration. I love Canada but I regret coming here.
Identity Attack0.21470967
Insult0.082372494
Profanity0.017436003
Threat0.008000307
Severe Toxicity0.005302429
Low Tox 0.2359567 Constructive 0.532
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians r the best immigrants. Their nice, hard working, their food is bomb, what more could u ask for.
Indians r the best immigrants. Their nice, hard working, their food is bomb, what more could u ask for.
Identity Attack0.24293575
Insult0.059061307
Profanity0.06946823
Threat0.013528148
Severe Toxicity0.0127685545
Low Tox 0.2359567 Constructive 0.536 Solidarity
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
Immigration technically is an asset for a country like Canada, however the open door policy turned that asset into a liability. When you have a migrant community congregate into ghetto like fashion, you know your …
Immigration technically is an asset for a country like Canada, however the open door policy turned that asset into a liability. When you have a migrant community congregate into ghetto like fashion, you know your policy has failed somewhere. Psychologically speaking human would naturally gravitate towards people they have similarities(language, color, likes & dislikes, etc) with and congregate as a "tribe" for warmth & security. Just put one white person alone in the middle of an Indian market at rush hour, i promise you they'd run to the first white person they spot for "security", now tell that one guy that he has to live in India for the foreseeable future and that he has a choice of living in any area of that city and he learns that there a part of town where most of the white people live, where do you think he'll go?
Identity Attack0.2764353
Insult0.07840354
Profanity0.027547138
Threat0.008789998
Severe Toxicity0.0059890747
Low Tox 0.2359567 Constructive 0.665 Policy_Critique
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
No more immigration for next 20 years. Bring it to the complete halt.
No more immigration for next 20 years. Bring it to the complete halt.
Identity Attack0.21866
Insult0.0350029
Profanity0.019553876
Threat0.04132889
Severe Toxicity0.008392334
Low Tox 0.2359567 Low Con 0.175 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
Canadians DON"T WANT or NEED immigrants. Corporations and immigration lawyers need them. Citizens don't.
Canadians DON"T WANT or NEED immigrants. Corporations and immigration lawyers need them. Citizens don't.
Identity Attack0.2803029
Insult0.061801232
Profanity0.01354185
Threat0.0071070488
Severe Toxicity0.0062179565
Low Tox 0.2359567 Low Con 0.231 Economic_Argument
Jan 19, 2026 31 likes Why Canada’s immigration system has …
NO 👎 👎 1 IN 5 IS NOT AN Immigrant! First Nation is real
NO 👎 👎 1 IN 5 IS NOT AN Immigrant! First Nation is real
Identity Attack0.2028587
Insult0.0623257
Profanity0.021535112
Threat0.0071717775
Severe Toxicity0.008544922
Low Tox 0.2359567 Low Con 0.221 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The Liberals destroyed immigration and turned it into unvetted invasion.
The Liberals destroyed immigration and turned it into unvetted invasion.
Identity Attack0.16587129
Insult0.07238392
Profanity0.019963788
Threat0.01254427
Severe Toxicity0.0043296814
Low Tox 0.2359567 Low Con 0.168
Jun 23, 2025 How Canada broke its immigration …
Way too much uncontrolled immigration!
Way too much uncontrolled immigration!
Identity Attack0.19100772
Insult0.06889887
Profanity0.015147334
Threat0.007249452
Severe Toxicity0.004673004
Low Tox 0.2359567 Low Con 0.267 Policy_Critique
Dec 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians should have first choice And not feel like immigrants in their own land.
Canadians should have first choice And not feel like immigrants in their own land.
Identity Attack0.2816105
Insult0.06442356
Profanity0.013200258
Threat0.007353018
Severe Toxicity0.005569458
Low Tox 0.2359567 Moderate Con 0.371
Aug 31, 2025 3 likes Why Canadians Are Turning Against …
Thank Justin Trudeau for this. I was born here in Ottawa and live in low income housing. I worked since 16 years of age times have changed. Immigrants need to be sent back. All the …
Thank Justin Trudeau for this. I was born here in Ottawa and live in low income housing. I worked since 16 years of age times have changed. Immigrants need to be sent back. All the people from India have taken jobs at Esso, Shell, Tim Hortons. Citcle K, McDonald's, Walmart!!!
Identity Attack0.27682206
Insult0.07903719
Profanity0.014190876
Threat0.009981008
Severe Toxicity0.006790161
Low Tox 0.2359567 Constructive 0.705 Economic_Argument
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
white immigrants are fine, and it has been proven they assimilate and work hard
white immigrants are fine, and it has been proven they assimilate and work hard
Identity Attack0.26155844
Insult0.04090862
Profanity0.07223598
Threat0.008155655
Severe Toxicity0.008506775
Low Tox 0.23523538 Low Con 0.28
Sep 20, 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.