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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: "The "immigrants" are not the …" 3,653 comments · Page 116 of 147
Fun fact,, extreme right wingers of one always like left wingers of other countries especially for immigration 😂😅
Fun fact,, extreme right wingers of one always like left wingers of other countries especially for immigration 😂😅
Identity Attack0.055218685
Insult0.029163294
Profanity0.014976538
Threat0.0066927844
Severe Toxicity0.0021648407
Low Tox 0.10739898 Low Con 0.288
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Well here we go…we have a massive immigration problem and this is the first news report I’ve seen that talks deportation, 10! Wow, millions here on temporary visas that are now expired and we’ve deported …
Well here we go…we have a massive immigration problem and this is the first news report I’ve seen that talks deportation, 10! Wow, millions here on temporary visas that are now expired and we’ve deported 10!
Identity Attack0.0543092
Insult0.019999169
Profanity0.012858666
Threat0.009074804
Severe Toxicity0.0024604797
Low Tox 0.10739898 Moderate Con 0.475 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
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 …
This affects more the immigrants that went through the proper channels only to find out there was an easier way in which you get paid for.
This affects more the immigrants that went through the proper channels only to find out there was an easier way in which you get paid for.
Identity Attack0.08004672
Insult0.026702631
Profanity0.017572641
Threat0.007754337
Severe Toxicity0.0020503998
Low Tox 0.10739898 Moderate Con 0.392
Sep 18, 2025 How Canada broke its immigration …
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 feel very sad because, in the end, all immigrants end up paying the price for the bad attitudes of a few. I speak especially from the perspective of Latin American immigrants: we are not …
I feel very sad because, in the end, all immigrants end up paying the price for the bad attitudes of a few. I speak especially from the perspective of Latin American immigrants: we are not the majority in Canada, but we come with the intention of adapting, of including ourselves in the local culture, and of contributing the best we can. Our culture is not so distant — we share religion, family values, and lifestyle — and we arrive with the willingness to integrate, not to impose. Even so, for us the path is extremely difficult: getting permanent residency and, eventually, citizenship is a long, expensive, and complicated process. And we do it, we comply with the rules, we respect, we pay everything. What hurts is seeing that some other groups arrive with a different attitude: instead of integrating, they want to impose their culture, their religion, even their body odors, and if you make a face or express discomfort, they immediately take it as “discrimination.” It is not fair that, for example, my child should stop bringing meat in his lunch just because another child bullies him saying he is “a filthy sinner.” Inclusion should be mutual, an effort on both sides, not a one-sided demand.
Identity Attack0.07425626
Insult0.031917825
Profanity0.015659723
Threat0.007145886
Severe Toxicity0.002155304
Low Tox 0.10696511 Constructive 0.79
Aug 28, 2025 8 likes Why Canadians Are Turning Against …
Tim Uppal, as a Member of Parliament and Parliamentary Secretary to the Minister of Citizenship, Immigration, and Multiculturalism in 2010, announced a new initiative called the Student Partners Program (SPP) that resulted in a significant …
Tim Uppal, as a Member of Parliament and Parliamentary Secretary to the Minister of Citizenship, Immigration, and Multiculturalism in 2010, announced a new initiative called the Student Partners Program (SPP) that resulted in a significant increase in the approval rate of visas for students from India. This turned out to be scam, students did not come to study and go back, it was a backdoor for PR. In addition, a number of Indian students on student visas have committed crimes such as extortion, drug trafficking and killed people on highways as unqualified truck drivers. Lastly, they majority of them lack of consideration for others may it be economically or socially.
Identity Attack0.05976611
Insult0.053205602
Profanity0.02474608
Threat0.0116639575
Severe Toxicity0.0032615662
Low Tox 0.10696511 Constructive 0.552 Unverified_Claim
Jan 20, 2026 2 likes 2.9 million Canadian temporary visas …
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 …
It’s a problem here in Canada. They aren’t heading to the USA basically all of them stay cause it’s just easy. Nobody would have a problem if they made an effort to assimilate and some …
It’s a problem here in Canada. They aren’t heading to the USA basically all of them stay cause it’s just easy. Nobody would have a problem if they made an effort to assimilate and some do but the ones who don’t ruin the image for the rest of them. Other obvious problem is we’ve let in too many people in in general like more people have come than living units have been built making many problems just right there and then and it’s not really the people who immigrates fault it’s the government. I know restricting imagination and making the test to get in harder so they actually have to know something about Canadas history and our culture and realistically we need to apply more pressure on the expectation that immigrants eventually assimilate.
Identity Attack0.055673428
Insult0.03588435
Profanity0.020578653
Threat0.0075083673
Severe Toxicity0.0030326843
Low Tox 0.10696511 Constructive 0.619 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Liberal plan working, supported by Liberal voters, disrupt the system so the attention is on immigrants and not Liberal politicians , thanks voters.
Liberal plan working, supported by Liberal voters, disrupt the system so the attention is on immigrants and not Liberal politicians , thanks voters.
Identity Attack0.0543092
Insult0.031697463
Profanity0.011219022
Threat0.0076119336
Severe Toxicity0.001745224
Low Tox 0.10696511 Moderate Con 0.39
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I have SEEN proof that IMMIGRANTS get MORE per month than 3 people on AISH($5,000+).
I have SEEN proof that IMMIGRANTS get MORE per month than 3 people on AISH($5,000+).
Identity Attack0.07921951
Insult0.02122384
Profanity0.015967157
Threat0.0066215824
Severe Toxicity0.00289917
Low Tox 0.10696511 Constructive 0.579
Jan 7, 2019 3 likes How much do refugees and …
They dont want to stop the grabe train. I xant prove it but I got the incling that some are financially benefiting from the immigrants, asylum seekers, and refugees.
They dont want to stop the grabe train. I xant prove it but I got the incling that some are financially benefiting from the immigrants, asylum seekers, and refugees.
Identity Attack0.06613251
Insult0.025542418
Profanity0.016103793
Threat0.007145886
Severe Toxicity0.0021362305
Low Tox 0.10653123 Constructive 0.572
Jan 20, 2026 Why Canada’s immigration system has …
Canada needs to stop immigration
Canada needs to stop immigration
Identity Attack0.08666438
Insult0.017356457
Profanity0.014805742
Threat0.010472948
Severe Toxicity0.002822876
Low Tox 0.10653123 Low Con 0.169 Policy_Critique
Jul 27, 2025 Canadian Citizenship Test 2025 – …
Job fair are filled with foreigners. 1/4 of the booth are organizations that help immigrants getting jobs.
Job fair are filled with foreigners. 1/4 of the booth are organizations that help immigrants getting jobs.
Identity Attack0.10221587
Insult0.025155678
Profanity0.015728042
Threat0.006433869
Severe Toxicity0.0021839142
Low Tox 0.10653123 Moderate Con 0.395
Jun 19, 2025 2 likes How Canada broke its immigration …
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...
Moratorium on ALL IMMIGRATION
Moratorium on ALL IMMIGRATION
Identity Attack0.05976611
Insult0.018710041
Profanity0.014122557
Threat0.008764107
Severe Toxicity0.0039100647
Low Tox 0.10566349 Low Con 0.129
Sep 27, 2025 7 likes IRCC Names India in Study …
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 …
Canadas immigration system has been in the gutter since JT. It needs to change along with asylum criteria.
Canadas immigration system has been in the gutter since JT. It needs to change along with asylum criteria.
Identity Attack0.037394293
Insult0.032799274
Profanity0.018734055
Threat0.0074565844
Severe Toxicity0.002193451
Low Tox 0.10566349 Moderate Con 0.412 Policy_Critique
Feb 18, 2026 46 likes Canadian immigration officers investigating hundreds …
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)
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 …
There was no fall of Canada's immigration system ...there was a purposeful change to allow unqualified / unvetted individuals into Canada ...
There was no fall of Canada's immigration system ...there was a purposeful change to allow unqualified / unvetted individuals into Canada ...
Identity Attack0.035847444
Insult0.04383647
Profanity0.010108846
Threat0.006084333
Severe Toxicity0.0016880035
Low Tox 0.10522962 Low Con 0.299 Policy_Critique
Feb 17, 2026 10 likes LILLEY UNLEASHED: The fall of …
Brampton born and bread here 🙋‍♂️. During my childhood and teenage years, Brampton was known to be one of the most ethnically diverse places in the world. It wasn’t until my university years I noticed …
Brampton born and bread here 🙋‍♂️. During my childhood and teenage years, Brampton was known to be one of the most ethnically diverse places in the world. It wasn’t until my university years I noticed an influx of people of a particular demographic in my city. Now, the majority of Bramptonians who lived in the city 10+ years ago have essentially been flushed out of our own city. I’m not opposed to immigration at all but what this group have done to the fabric and culture of Brampton is so sad. It’s moved from a city of diversity to one of homogeneity and it’s absolutely disheartening.
Identity Attack0.055218685
Insult0.036214896
Profanity0.021125201
Threat0.008013252
Severe Toxicity0.0035476685
Low Tox 0.10522962 Constructive 0.721 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
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 …
There are hardly any quality career opportunities to attract high quality immigrants from India. Those who are educated, for them salaries have increased far more than western countries in India so they are choosing to …
There are hardly any quality career opportunities to attract high quality immigrants from India. Those who are educated, for them salaries have increased far more than western countries in India so they are choosing to stay back. You are getting the lot who think despite lack of education, earning Dollars is easy once you migrate.
Identity Attack0.08666438
Insult0.027730936
Profanity0.011816809
Threat0.0060778605
Severe Toxicity0.0021266937
Low Tox 0.10522962 Moderate Con 0.435 Economic_Argument
Oct 4, 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.