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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: "Canadians are all immigrants! What …" 1,064 comments · Page 34 of 43
It's not just too many immigrants it's too many immigrants completely different from Canadians ,
It's not just too many immigrants it's too many immigrants completely different from Canadians ,
Identity Attack0.1007269
Insult0.025542418
Profanity0.011902207
Threat0.0058707283
Severe Toxicity0.001964569
Low Tox 0.10739898 Moderate Con 0.332
Aug 25, 2025 317 likes Why Canadians Are Turning Against …
On point! He should be back as Minister of IRCC. He understands that people are gaming the system. Canada’s immigration system is being exploited by many international students, temporary workers, illegal immigrants, and even tourist …
On point! He should be back as Minister of IRCC. He understands that people are gaming the system. Canada’s immigration system is being exploited by many international students, temporary workers, illegal immigrants, and even tourist visa holders. IRCC is now granting repeated extensions on tourist visas. Why are they allowing these extensions? What are these individuals expected to do in Canada for years? Many tourist visa holders have been in Canada for several years — not necessarily because they refuse to leave, but because IRCC keeps extending their status. Some of these individuals end up working illegally, taking jobs from Canadian youth and citizens, and adding pressure to the housing market. The increasing numbers of asylum claimants, international students, temporary work permit holders, tourist visa holders, and undocumented individuals are placing strain on Canada and its citizens. IRCC needs to strictly follow the law and enforce regulations. If not, Canada’s immigration system will continue to be exploited, and abusive individuals or even criminals could find it easier to enter the country.
Identity Attack0.036105253
Insult0.043250903
Profanity0.014327513
Threat0.007340072
Severe Toxicity0.0023555756
Low Tox 0.10696511 Constructive 0.818 Policy_Critique
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find …
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find myself cringing at the videos of people violating public norms of decency, and the job market is really bad now for services as companies are employing a lot of migrants for a cheaper price. Immigration control, regulation of companies so they cant go below a %age of Canadian citizen/residents along with effective government stimuli to boost the economy by targetting certain industries will tackle a lot of the problems. As for people discarding garbage anywhere and other unwanted behavior - name and shame. These videos are also going public at least in India as a source of great shame and the more eyes on it, the less people will repeat things of this nature.
Identity Attack0.06340405
Insult0.034451995
Profanity0.019007329
Threat0.007521313
Severe Toxicity0.0027656555
Low Tox 0.10696511 Constructive 0.865
Aug 26, 2025 Why Canadians Are Turning Against …
The ONLY reason why the liberals won is because the immigrants were the ones who voted for them and it shows that there’s practically more immigrants in this country than there is Canadians
The ONLY reason why the liberals won is because the immigrants were the ones who voted for them and it shows that there’s practically more immigrants in this country than there is Canadians
Identity Attack0.09576365
Insult0.02373764
Profanity0.0128245065
Threat0.005893383
Severe Toxicity0.0019454956
Low Tox 0.10609736 Moderate Con 0.325 Unverified_Claim
Sep 26, 2025 2 likes Why Canadians Are Turning Against …
It is incredible how some people overlook the fact that the Indian community is a pillar of the Canadian economy. If this community stopped working for just 24 hours, Canada would literally stall. Indian students …
It is incredible how some people overlook the fact that the Indian community is a pillar of the Canadian economy. If this community stopped working for just 24 hours, Canada would literally stall. Indian students alone contribute over $22 billion annually to the economy, effectively subsidizing the entire Canadian higher education system. In the healthcare sector, immigrants make up nearly 37% of physicians and 43% of pharmacists, with a massive percentage coming from the Indian diaspora. They are the ones keeping the clinics and pharmacies open for everyone. ​The impact stretches into every part of daily life, as over 56% of transport companies and 53% of restaurants are immigrant-run. Without them, grocery shelves would be empty and the supply chain would collapse. Furthermore, nearly half of the tech and software design sector is powered by the immigrant community. Beyond labor, some of the wealthiest people and biggest job creators in Canada are of Indian origin, such as David Cheriton and Prem Watsa, who have invested billions into the country. The Indian community isn't just visiting Canada; they are building, funding, and healing it every single day.
Identity Attack0.07921951
Insult0.03136692
Profanity0.016411226
Threat0.0067834044
Severe Toxicity0.0025367737
Low Tox 0.10609736 Constructive 0.704 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So there was nobody here before the Europeans came &…changed the culture? Is French indigenous to that continent? Did Europeans make efforts to integrate? Where is the native representation in Canadian identity? Now Europeans are …
So there was nobody here before the Europeans came &…changed the culture? Is French indigenous to that continent? Did Europeans make efforts to integrate? Where is the native representation in Canadian identity? Now Europeans are acting like victims when the same is done to them. It IS about race. Would they feel the same if the immigrants looked like them? I doubt it
Identity Attack0.09741807
Insult0.023479814
Profanity0.012380436
Threat0.0064532873
Severe Toxicity0.0021839142
Low Tox 0.10566349 Moderate Con 0.457
Aug 26, 2025 Why Canadians Are Turning Against …
Canadians have been betrayed by the SCALE of mass immigration. The annual quantity of persons who have no other past ties to the host society is a GUARANTEE of massive disruption to social cohesion. It …
Canadians have been betrayed by the SCALE of mass immigration. The annual quantity of persons who have no other past ties to the host society is a GUARANTEE of massive disruption to social cohesion. It is just so obvious.
Identity Attack0.055673428
Insult0.029714199
Profanity0.011423977
Threat0.0070552654
Severe Toxicity0.0022888184
Low Tox 0.10566349 Moderate Con 0.444 Fear_Threat
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
The immigration "system" is functioning EXACTLY the way the Liberals want it to. Start there. END Multiculturalism and Bilingual as official Canadian policies. Quebec is unilingual.
The immigration "system" is functioning EXACTLY the way the Liberals want it to. Start there. END Multiculturalism and Bilingual as official Canadian policies. Quebec is unilingual.
Identity Attack0.06658725
Insult0.028281843
Profanity0.011526455
Threat0.0061037517
Severe Toxicity0.0018596649
Low Tox 0.10566349 Moderate Con 0.309 Policy_Critique
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Immigration has skyrocketed the cost of living. Our young canadians cant find jobs because lots of illegal and temporary immigrants work laws have changed and allow them to work.
Immigration has skyrocketed the cost of living. Our young canadians cant find jobs because lots of illegal and temporary immigrants work laws have changed and allow them to work.
Identity Attack0.06658725
Insult0.028171662
Profanity0.011492296
Threat0.006194372
Severe Toxicity0.0019931793
Low Tox 0.10522962 Constructive 0.513
Aug 25, 2025 Why Canadians Are Turning Against …
How about ZERO Immigration....60,000 PLUS HOMELESS CANADIAN'S
How about ZERO Immigration....60,000 PLUS HOMELESS CANADIAN'S
Identity Attack0.06431354
Insult0.024511116
Profanity0.009400043
Threat0.0068287146
Severe Toxicity0.0025939941
Low Tox 0.10522962 Low Con 0.265
Jan 4, 2026 New rules, regulations take effect …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that came into the country during the time of Trudeau and Carney. This will lower cost of housing, right now it takes 5 people on minimum wage to afford a 1 bedroom apartment and we wonder why we have so many people living on the streets. This will open jobs lower prices on food and allow the future generation to afford a a home.
Identity Attack0.048480038
Insult0.033460364
Profanity0.013439372
Threat0.008582866
Severe Toxicity0.0030136108
Low Tox 0.104795754 Constructive 0.681
Sep 29, 2025 IRCC Names India in Study …
Thank Trudeau Ford for ignoring housing crisis,then Trudeau brought in immigrants refugees.Canadains don't mind immigrants refugees ,it's the fact there's zero new homes and Canada like USA is in a housing crisis .We see Canadians …
Thank Trudeau Ford for ignoring housing crisis,then Trudeau brought in immigrants refugees.Canadains don't mind immigrants refugees ,it's the fact there's zero new homes and Canada like USA is in a housing crisis .We see Canadians living on streets as immigrants refugees get checks at tax payers expense and homeless get ignored as more seniors are living on streets.
Identity Attack0.0543092
Insult0.03335018
Profanity0.010433359
Threat0.006686311
Severe Toxicity0.0019931793
Low Tox 0.104795754 Constructive 0.742 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
There is no labor shortage.. I moved to Montreal from Toronto as a Canadian, can't find a job. There is strange favoritism for temporary immigrants that can't speak English nor French
There is no labor shortage.. I moved to Montreal from Toronto as a Canadian, can't find a job. There is strange favoritism for temporary immigrants that can't speak English nor French
Identity Attack0.07673789
Insult0.030154925
Profanity0.011219022
Threat0.0060778605
Severe Toxicity0.0016307831
Low Tox 0.104795754 Constructive 0.609 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
The problem seems started with the liberal’s opening our borders to immigrants bringing in 400+ a year. No housing or jobs for them, so the government (liberals) gave them a free ride on the backs …
The problem seems started with the liberal’s opening our borders to immigrants bringing in 400+ a year. No housing or jobs for them, so the government (liberals) gave them a free ride on the backs of Canadian taxpayers. Time to close the borders for at least 5yrs.
Identity Attack0.062039822
Insult0.027730936
Profanity0.011133623
Threat0.008272167
Severe Toxicity0.0025749207
Low Tox 0.104795754 Moderate Con 0.393 Policy_Critique
Sep 27, 2025 2 likes Why Canadians Are Turning Against …
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
Identity Attack0.055218685
Insult0.028061481
Profanity0.010928668
Threat0.00789674
Severe Toxicity0.001964569
Low Tox 0.104795754 Moderate Con 0.357 Unverified_Claim
Jun 20, 2025 How Canada broke its immigration …
Too many people from India immigrated over the last 5 years. It's an inconvenient truth that people are scared to talk about outside of their home or close friend group , but every Canadian has …
Too many people from India immigrated over the last 5 years. It's an inconvenient truth that people are scared to talk about outside of their home or close friend group , but every Canadian has had this conversation
Identity Attack0.1007269
Insult0.024382202
Profanity0.012038844
Threat0.0060778605
Severe Toxicity0.0018978119
Low Tox 0.104361884 Constructive 0.606 Identity_Assertion
Jul 10, 2025 24 likes How Canada broke its immigration …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, medical, housing , food and employment problems.. he fixes it by giving more of our billions to the Ukraine.. meanwhile 6 million people dont have doctors and tens of thousands of Canadians are dying waiting for surgery.. and 2 million people a month go to food banks.
Identity Attack0.039456755
Insult0.034672357
Profanity0.010945748
Threat0.007365964
Severe Toxicity0.0021362305
Low Tox 0.104361884 Moderate Con 0.421 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone else, for it is an outrage to discriminate against any such man because of creed, or birthplace, or origin.. But this is predicated upon the person’s becoming in every facet a Canadian, and nothing but a Canadian… There can be no divided allegiance here. Any man who says he is a Canadian, but something else also, isn’t a Canadian at all. We have room for but one flag, the Canadian flag… And we have room for but one sole loyalty and that is a loyalty to the Canadian people.’ Wilfrid Laurier 1907
Identity Attack0.060675595
Insult0.03335018
Profanity0.017026093
Threat0.007974415
Severe Toxicity0.0024986267
Low Tox 0.104361884 Constructive 0.515 Identity_Assertion
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
As an immigrant who came 10 yrs ago , I dont recognize this country anymore!! We need to stand up and fight for Canadians' values, culture, and language, Immigration has to change NOW !!!
As an immigrant who came 10 yrs ago , I dont recognize this country anymore!! We need to stand up and fight for Canadians' values, culture, and language, Immigration has to change NOW !!!
Identity Attack0.068465814
Insult0.023093075
Profanity0.011765569
Threat0.006848133
Severe Toxicity0.002374649
Low Tox 0.104361884 Constructive 0.625
Aug 31, 2025 258 likes Why Canadians Are Turning Against …
Unfortunately, this tells us how much the Canadian immigration system is broken.
Unfortunately, this tells us how much the Canadian immigration system is broken.
Identity Attack0.055673428
Insult0.029493837
Profanity0.0113385795
Threat0.006272047
Severe Toxicity0.0016593933
Low Tox 0.103928015 Low Con 0.24
Oct 1, 2025 18 likes IRCC Names India in Study …
For everyone complaining here..write all your MPs and MLA to demand change. Stop renting housing to them, stop employing them, stop doing business with immigrant owned businesses, etc. If canadians care everyone can take action!
For everyone complaining here..write all your MPs and MLA to demand change. Stop renting housing to them, stop employing them, stop doing business with immigrant owned businesses, etc. If canadians care everyone can take action!
Identity Attack0.062039822
Insult0.029163294
Profanity0.0118338885
Threat0.007145886
Severe Toxicity0.0022220612
Low Tox 0.103928015 Constructive 0.62 Call_To_Action
Dec 30, 2025 1 likes IRCC Names India in Study …
Lack knowledge on Canadian 🇨🇦 immigration 🛂 is very much common in this comment section. I came as a SKILLED immigrant ( POINT BASED SYSTEM)
Lack knowledge on Canadian 🇨🇦 immigration 🛂 is very much common in this comment section. I came as a SKILLED immigrant ( POINT BASED SYSTEM)
Identity Attack0.04177703
Insult0.03489272
Profanity0.012038844
Threat0.005848073
Severe Toxicity0.0020694733
Low Tox 0.103928015 Moderate Con 0.45
Aug 20, 2025 How Canada broke its immigration …
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later …
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later demographic shift could later be seen during 16th century from European colonization where majority of french and british invaded with consistent colonization & took control of the land, these settlers, along with later European immigrants, seized indigenous land, displaced indigenous communities, and brought diseases that decimated native populations. Long story short now, based on 2021 census data shows native canadian population make up to only 5% of total Canadian population whereas the rest remaining are non-indigenous people of Canada at above 90% are foreign invaders from 16th century who came as an opportunist and occupied everything; same as Indian they came took the opportunity by working hard, contributing to the nation yet, you people here crying, complaining & bragging abt these & that abt Indian's bt let's not forget "Europeans" are the ones who did the dirtiest things characterized by forced assimilation, abusive residential school system, and loss of land. Please explain this from a liberal perspective, how was it fair for Indigenous people of Canada?? compared to Indian Standards.
Identity Attack0.0543092
Insult0.03522326
Profanity0.016069634
Threat0.007417747
Severe Toxicity0.0031089783
Low Tox 0.103494145 Constructive 0.683 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's …
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's nothing wrong with good honest working people moving to a new country and living and working like the locals. But when you live OFF of the locals tax dollars or cheat the system, it is not going to be healthy for immigrants, Canadians or the economy.
Identity Attack0.07673789
Insult0.028392024
Profanity0.0127561875
Threat0.006304411
Severe Toxicity0.00207901
Low Tox 0.103060275 Constructive 0.61 Economic_Argument
Oct 2, 2025 IRCC Names India in Study …
The great peaceful Canada that I call Home is going down the drain. The government has done this to our people. Immigration on the rise. The Liberals are still bringing in new immigrants and supporting …
The great peaceful Canada that I call Home is going down the drain. The government has done this to our people. Immigration on the rise. The Liberals are still bringing in new immigrants and supporting them. Our children can’t find jobs and if they do it takes months to get one. Why does the government house immigrants? Why are we the tax payers footing the bill. We as Canadians are stressed!! Why do we have to leave a country that we live in. The Government has let down their people.
Identity Attack0.042550452
Insult0.030375287
Profanity0.012517073
Threat0.007547205
Severe Toxicity0.0024604797
Low Tox 0.103060275 Constructive 0.62
Aug 31, 2025 2 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.