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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: "It becomes more and more …" 606 comments · Page 22 of 25
Indian immigration significantly benefits Canada by filling critical labor shortages, boosting the economy, and contributing to demographic sustainability. As a leading source of skilled professionals, Indians represent over 30% of Canada's high-skill visas, notably in …
Indian immigration significantly benefits Canada by filling critical labor shortages, boosting the economy, and contributing to demographic sustainability. As a leading source of skilled professionals, Indians represent over 30% of Canada's high-skill visas, notably in IT, healthcare, and engineering, which supports technological growth and public services. They help counter an aging population, bolster the workforce, and increase tax revenue, with over 120,000 Indians becoming permanent residents annually.
Identity Attack0.051126
Insult0.01838776
Profanity0.013985921
Threat0.0071588317
Severe Toxicity0.0020980835
Low Tox 0.05131592 Constructive 0.58 Economic_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
One would have to wonder if the deities would by necessity change to local creatures. Could Ganesh or Airavata become like a bear or a moose? Would these deities be immutable?
One would have to wonder if the deities would by necessity change to local creatures. Could Ganesh or Airavata become like a bear or a moose? Would these deities be immutable?
Identity Attack0.011173353
Insult0.021610579
Profanity0.018119188
Threat0.008311004
Severe Toxicity0.0021266937
Low Tox 0.050573748 Low Con 0.271 Meta_Commentary
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Dont worry, the courts will make sure they arent punished for their crimes and all become full citizens. If voters cared about the justice system, they wouldnt have re elected the same government.
Dont worry, the courts will make sure they arent punished for their crimes and all become full citizens. If voters cared about the justice system, they wouldnt have re elected the same government.
Identity Attack0.005660672
Insult0.023093075
Profanity0.012312118
Threat0.008272167
Severe Toxicity0.0011444092
Low Tox 0.049584184 Low Con 0.218 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
We've become too liberal, far left!!!
We've become too liberal, far left!!!
Identity Attack0.016360072
Insult0.01961243
Profanity0.0138151245
Threat0.006835188
Severe Toxicity0.0016784668
Low Tox 0.049089402 Low Con 0.238
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
As an immigrant to Canada (in 1982), my family and I integrated into Canadian culture. That is what immigrants used to do. Yes, you can keep aspects of your own culture, but the expectation was …
As an immigrant to Canada (in 1982), my family and I integrated into Canadian culture. That is what immigrants used to do. Yes, you can keep aspects of your own culture, but the expectation was that you become Canadians first and foremost. I don't see that with many new immigrants today. They just milk Canada for all it is worth and try to make it a version of their country of origin. I love diversity and multiculturalism, but it has gone way too far IMO.
Identity Attack0.035589635
Insult0.017936565
Profanity0.01127026
Threat0.006259101
Severe Toxicity0.0015068054
Low Tox 0.04735767 Constructive 0.774
Aug 26, 2025 Why Canadians Are Turning Against …
Will state that I agree with the mature man in the blue coat. Once you decide to reside and become a citizen of any country it's imperative that you assimilate into that's country's culture. And …
Will state that I agree with the mature man in the blue coat. Once you decide to reside and become a citizen of any country it's imperative that you assimilate into that's country's culture. And to the gentleman who had the helmet on... I agree with you 💯💯💯
Identity Attack0.01565665
Insult0.016708933
Profanity0.0137468055
Threat0.006912862
Severe Toxicity0.0015640259
Low Tox 0.046120718 Constructive 0.772 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian I'm so sad what our country has become, its heartbreaking 💔. Unfortunately we let everyone and their family in and our country has never been worse. No one can drive, Healthcare, our …
As a Canadian I'm so sad what our country has become, its heartbreaking 💔. Unfortunately we let everyone and their family in and our country has never been worse. No one can drive, Healthcare, our environment is being destroyed from them all. If you move here then change how you are as a person, learn the traditions of the country and respect it. Please pray for us
Identity Attack0.012641981
Insult0.020192537
Profanity0.0113044195
Threat0.0070552654
Severe Toxicity0.0013637543
Low Tox 0.046120718 Constructive 0.726 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Immigration is a federal responsibility, not provincial and Canada should remain a welcoming country to all immigrants imo, but, if you're here on a work or student visa, newcomers should have to prove employment, training, …
Immigration is a federal responsibility, not provincial and Canada should remain a welcoming country to all immigrants imo, but, if you're here on a work or student visa, newcomers should have to prove employment, training, full-time enrollment, and residency on a quarterly basis. It would drastically limit people becoming ghosts in the system. Refugees and asylum seekers should be allowed 1 appeal only and removed immediately if their claim has been denied. A 90-day grace period should be enacted to get their paperwork and affairs in order. If you're here for a better life, steps should be taken to ensure you're actively trying to accomplish that goal until citizenship is granted. Jmho.
Identity Attack0.024198212
Insult0.018323302
Profanity0.012107162
Threat0.008712323
Severe Toxicity0.0018596649
Low Tox 0.045625936 Constructive 0.697 Policy_Critique
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
Nothing is going to change as long as the public sit on their couch and become keyboard warrior. To bring change sacrifice is needed otherwise it will keep going on.
Nothing is going to change as long as the public sit on their couch and become keyboard warrior. To bring change sacrifice is needed otherwise it will keep going on.
Identity Attack0.0037182847
Insult0.017743196
Profanity0.013576009
Threat0.010343489
Severe Toxicity0.0012159348
Low Tox 0.045378547 Low Con 0.25 Call_To_Action
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
I am so glad I am old and won't be here to see all the upheaval in the world that is escalating very quickly. It is becoming very scary.
I am so glad I am old and won't be here to see all the upheaval in the world that is escalating very quickly. It is becoming very scary.
Identity Attack0.006178642
Insult0.016632931
Profanity0.011936366
Threat0.007857903
Severe Toxicity0.0013065338
Low Tox 0.045378547 Constructive 0.542
Aug 26, 2025 7 likes Why Canadians Are Turning Against …
Single family dwellings have now become low income rooming dwellings, 4-5 adults paying $500+ each to share a 1 bedroom condo in a so-called luxury condo, and of course buckets with cat litter is used …
Single family dwellings have now become low income rooming dwellings, 4-5 adults paying $500+ each to share a 1 bedroom condo in a so-called luxury condo, and of course buckets with cat litter is used for washrooms 😂
Identity Attack0.0034777985
Insult0.020063626
Profanity0.013029462
Threat0.006045496
Severe Toxicity0.001206398
Low Tox 0.045131154 Moderate Con 0.385 Economic_Argument
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
Bogus asylum claim was always a way become legal for few years,get SIN,make money,srnt to home country.Asylum claim is in air for 3-4 years because system is overloaded,and after claim rejected you can apply for …
Bogus asylum claim was always a way become legal for few years,get SIN,make money,srnt to home country.Asylum claim is in air for 3-4 years because system is overloaded,and after claim rejected you can apply for humanitarian cause and be legal longer
Identity Attack0.015053716
Insult0.015340924
Profanity0.014054239
Threat0.00704232
Severe Toxicity0.0015163422
Low Tox 0.0438942 Moderate Con 0.447 Policy_Critique
Feb 24, 2026 2 likes 'We do know that there's …
This gentleman told the truth. You're not to change the culture, you're to become part of it. All cultures have things that are good, wven great. To learn those great things from other cultures is …
This gentleman told the truth. You're not to change the culture, you're to become part of it. All cultures have things that are good, wven great. To learn those great things from other cultures is ok. But this lady speaks the truth.
Identity Attack0.013244915
Insult0.020256994
Profanity0.012585391
Threat0.006272047
Severe Toxicity0.0011110306
Low Tox 0.0438942 Constructive 0.738 Moral_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
As soon as someone says "listen" with that tone I'm like 80% less inclined to care about anything they say afterwards. Of course they're humans but when you invite ten guests to your table of …
As soon as someone says "listen" with that tone I'm like 80% less inclined to care about anything they say afterwards. Of course they're humans but when you invite ten guests to your table of eight, unfortunately numbers become relevant and someones going to be upset.
Identity Attack0.0031818156
Insult0.01890341
Profanity0.017572641
Threat0.0071199946
Severe Toxicity0.0010156631
Low Tox 0.04315203 Constructive 0.671 Meta_Commentary
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Cultural clustering is a natural phenomenon. Even within India, if someone moves from the North to the South (or vice versa), they often seek out people from their own region/religion/community to feel a sense of …
Cultural clustering is a natural phenomenon. Even within India, if someone moves from the North to the South (or vice versa), they often seek out people from their own region/religion/community to feel a sense of familiarity and comfort. Brampton’s story reflects this same human instinct to find community and preserve traditions in a new place without disturbing the territorial harmony(but that didn't go well). At the same time, Indian culture and values are inherently inclusive, with a long history of adapting and coexisting with diverse communities. The real challenge lies not in immigrants forming close-knit groups, but in how well both newcomers and longtime residents accept and integrate with each other. When mutual respect and openness exist, diversity becomes a strength rather than a division. That said, the scale and pace of Brampton’s demographic change raise important policy questions. The Canadian government should have anticipated and planned for this transformation much earlier. Whether they did not act, or could not act, is a question only they can answer but it is central to understanding today’s challenges.
Identity Attack0.031464707
Insult0.018323302
Profanity0.016172111
Threat0.0072882893
Severe Toxicity0.0016307831
Low Tox 0.042657252 Constructive 0.725 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The large influx of new immigrants is placing significant pressure on both the housing and rental markets. Simultaneously, the labour market is becoming increasingly unbalanced, creating economic challenges and a potential recession in the near …
The large influx of new immigrants is placing significant pressure on both the housing and rental markets. Simultaneously, the labour market is becoming increasingly unbalanced, creating economic challenges and a potential recession in the near future. Young people who grew up here are particularly affected, as many cannot afford to leave their parents' homes, to pay rent, and eventually purchase their own houses. The number of immigrants must align with the health care and economic capacity of provinces to sustain the housing and job markets. Currently, this balance is disrupted, leading to consequences that impact everyone.
Identity Attack0.023595277
Insult0.01617693
Profanity0.011765569
Threat0.0068869707
Severe Toxicity0.0012397766
Low Tox 0.04240986 Constructive 0.635
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Pattaya and Phuket also slowly becoming Indian
Pattaya and Phuket also slowly becoming Indian
Identity Attack0.034558404
Insult0.018645585
Profanity0.018187506
Threat0.0076766624
Severe Toxicity0.0026893616
Low Tox 0.04240986 Low Con 0.169 Identity_Assertion
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
WITHIN TIME WE ALL BECOME ❤CANADIANS❤NO MATTER WHO CAME OR FROM WHERE??
WITHIN TIME WE ALL BECOME ❤CANADIANS❤NO MATTER WHO CAME OR FROM WHERE??
Identity Attack0.020781586
Insult0.011958904
Profanity0.0127561875
Threat0.00675104
Severe Toxicity0.0018692017
Low Tox 0.0414203 Moderate Con 0.36 Solidarity
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority …
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority population within the next couple generations.
Identity Attack0.026007013
Insult0.014504919
Profanity0.010057608
Threat0.00666042
Severe Toxicity0.0012397766
Low Tox 0.040430736 Low Con 0.276 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Invasion...
This is also happening with australia, it's becoming a problem.
This is also happening with australia, it's becoming a problem.
Identity Attack0.02128403
Insult0.012642908
Profanity0.013610168
Threat0.008103873
Severe Toxicity0.0014972687
Low Tox 0.040430736 Moderate Con 0.385 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
People from India in California are absolutely amazing. They have brought their culture, their traditions, their wisdom, their work habits, and their art. And, they’ve assimilated, they speak the language, they work hard, they love …
People from India in California are absolutely amazing. They have brought their culture, their traditions, their wisdom, their work habits, and their art. And, they’ve assimilated, they speak the language, they work hard, they love being here and become citizens.. The ultimate perfect example of what it means to be an immigrant in the US.
Identity Attack0.037136484
Insult0.012946909
Profanity0.017777596
Threat0.006699257
Severe Toxicity0.0019168854
Low Tox 0.039935954 Constructive 0.654 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I do love canada and its culture. Even as a immigrant I had a blessing to be in a country that welcomed people. Now its getting to worst part of being that welcoming. In recent …
I do love canada and its culture. Even as a immigrant I had a blessing to be in a country that welcomed people. Now its getting to worst part of being that welcoming. In recent years I have seen and felt the humiliation I even faced even after becoming PR of this country. That jobless problem is real, very real. PM carney has to do something really serious real fast or I don’t wanna say it, you got it by now. Tc fellas.
Identity Attack0.010655383
Insult0.018581128
Profanity0.01084327
Threat0.006550381
Severe Toxicity0.001077652
Low Tox 0.03781283 Constructive 0.739 Personal_Narrative
Aug 24, 2025 12 likes Why Canadians Are Turning Against …
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated …
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated in the 80s and 90s had to assimilate and become “Canadian” which in hindsight was for the best. I learned about my culture and language at home, but my parents, emphasized the importance of being “Canadian first” and being a part of society and “fitting in.” This wasn’t at all a bad thing. I learned to ski, skate, make ice lollies with snow and syrup, went camping, played sports… I feel embarrassed when Indians are looked at in this light, but its true. 90% of this new wave of immigrants on “student visas,” dont intend to actually obtain any sort of an education, instead they use it as a pathway for permanent residency. I know this because I have relatives who say this out loud behind closed doors. I don’t agree with any of it, and quite frankly it’s very embarrassing, but most of us first generation Indian Canadians feel very upset about how its all played out and the negative light in which our people are now viewed under. Personally, I agree they arent interested in becoming culturally Canadian, they just want to be in Canada for financial reasons. They stay in their groups, dont integrate and think somehow this will play out well. It isnt discrimination when your own people also feel this way. I have yet to meet a first gen Canadian who disagrees
Identity Attack0.02138452
Insult0.017088935
Profanity0.014874061
Threat0.0066215824
Severe Toxicity0.0014781952
Low Tox 0.037577134 Constructive 0.762 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Metropolis (Brampton)
The majority have become the minority 🤷‍♀
The majority have become the minority 🤷‍♀
Identity Attack0.008509507
Insult0.01640493
Profanity0.014361672
Threat0.006356194
Severe Toxicity0.0011205673
Low Tox 0.037105743 Low Con 0.232
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
America targeting canada to become 51st state but it's actually 29th state of india😂
America targeting canada to become 51st state but it's actually 29th state of india😂
Identity Attack0.019475231
Insult0.014086916
Profanity0.013268576
Threat0.0069905366
Severe Toxicity0.0013923645
Low Tox 0.036162965 Low Con 0.192
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.