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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: "Its not about the govt …" 149 comments · Page 6 of 6
Instead of relying on immigration, Canada should focus on innovation — create robots, invest in R&D, and encourage its own population to have more children. Solving the labour shortage domestically is a long-term solution. Bringing …
Instead of relying on immigration, Canada should focus on innovation — create robots, invest in R&D, and encourage its own population to have more children. Solving the labour shortage domestically is a long-term solution. Bringing in large numbers of people from 3rd world countries won’t fix the real issues — it may even harm the system over time. Speaking as an Indian, I can say that many of our people don’t adapt to the host country’s culture or values; instead, they often bring the same mindset that created problems back home. Look at India — poor infrastructure, declining quality of life, and a government more focused on propaganda than progress. Importing that mentality, even among the so-called “educated,” won’t benefit Canada. Core values and a willingness to evolve matter far more than degrees. Your govt should also stop permit or spending public money on building temples, mosques, or any religious structures. Why do we even need them? Faith is a personal matter — keep your beliefs and celebrations at home. Things starts with these things only.
Identity Attack0.050443888
Insult0.027841117
Profanity0.013302735
Threat0.007365964
Severe Toxicity0.0021076202
Low Tox 0.081625134 Constructive 0.682
Oct 10, 2025 IRCC Names India in Study …
The Canadian govt is 💯in on it.
The Canadian govt is 💯in on it.
Identity Attack0.015355183
Insult0.0279513
Profanity0.03915693
Threat0.0077154995
Severe Toxicity0.0028800964
Low Tox 0.071337044 Low Con 0.128
Jan 27, 2026 Inside Canada's Indian Invasion...
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you …
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you going to do about it. Nothing and they know it. So maybe this is the shot across the bow letting us know its going to be that way whether we want it to or not.
Identity Attack0.022992345
Insult0.021803947
Profanity0.015079016
Threat0.012233571
Severe Toxicity0.0019359589
Low Tox 0.06817148 Moderate Con 0.465
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank $200,000 of hard earned money into the Canadian Education system — Not as a fast track gimmick to immigrate, but so I could achieve my dream as a Game Developer. This money was family income, earned on 1/4th the salary, taking 4x longer to save. I was a great privileged to me. Today 15 years later, no one would ever think I'm from India. I sound Canadian, I behave Canadian, I have Canadian values, and I am Canadian. I came here because I loved Canada. I would watch hours upon hours of indigenous history, and on my Citizenship day, I watched Juno Beach to celebrate. However I must say this... I suffered through s*icidal depression here for 8 years, because I had far less leverage here than in a developing country, and it's really telling what sort of situation we're all in... Rent caps in Canada were removed... The housing market was open to foreign investors / and real estate monopolies with a 20% year-on-year rise... Rents went from 1000$ to 2100$ MINIMUM for a 1 bedroom through Trudeau's term and the govt said "It's not a federal responsibility"... Auto insurance is like 2.5-3.5k a year in Ontario and if you get a dent, you pay a deductable... I was quoted 8500$ for two wisdom teeth surgeries while it costed me 260$ abroad... During Covid - property owners, banks, and grocery stores exploited our misery and made record profits!... The govt stopped filtering through it's immigrants with "interviews", and it's operating like a scam — "Bring all your foreign money, convert it to CAD, and keep our GDP stable.. while we neither have the infrastructure, nor the job market to support these numbers". I think some accountability is due... these issues are "symptoms", not the problem — The problem is our Liberal govt / policies, and our wonderful voting body who voted Liberal term after term after term while complaining. Why does this govt safeguard extremism, foreign politics, foreign separatism? Khalistanis are as much of a threat / nuance to India than it is to Canada, but in Canada they actually have a unrestricted platform. Instead of resenting immigrants, we need to start resenting how mismanaged Canada is by our govt, and hold our voting body accountable. We had a chance to vote differently, but once again a repackaged and rebranded Liberal term. Because my ethnicity is Indian, I've become an object of collective resentment / hatred, and I don't think that's fair.. Please direct it at your vote, and govt level policies. Why should I (and other's like me) be crucified with the sins of other immigrants? It's like hating all your neighbors in a burning building, when the management has been lighting the fire.
Identity Attack0.026810925
Insult0.027218282
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0024795532
Low Tox 0.0665887 Constructive 0.817 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
All high trust societies around the world are being destroyed. Division and strife is being cultivate by design. A population divided can not come together to oppose the government. The trucker convoys in Canada is …
All high trust societies around the world are being destroyed. Division and strife is being cultivate by design. A population divided can not come together to oppose the government. The trucker convoys in Canada is EXACTLY what they are trying to prevent. That's why the Canadian govt came down so hard on the truckers. It's happening to all western countries at the same time for the same reason. We are the greatest threat to the globalist powers maneuvering to rule the world.
Identity Attack0.014752249
Insult0.02373764
Profanity0.01309778
Threat0.011223801
Severe Toxicity0.0019836426
Low Tox 0.0665887 Constructive 0.526
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Why does the govt never never never ever do anything that the majority of Canadians want? We want, the economy, immigration, crime.pipelines, natural resources harvesting, trade with US and on and on. They never do …
Why does the govt never never never ever do anything that the majority of Canadians want? We want, the economy, immigration, crime.pipelines, natural resources harvesting, trade with US and on and on. They never do any of these. Say what you want about Donald Trump but HE GETS THINGS DONE!! Says he's gonna get control of immigration, he gets control. Gonna drill baby drill. He drills. Get trade deals, he gets trade deals. God bless America God bless Donald Trump
Identity Attack0.014249804
Insult0.023028618
Profanity0.012175481
Threat0.00814271
Severe Toxicity0.0024414062
Low Tox 0.063423134 Constructive 0.557 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Too late now. The collateral damage has been done, courtesy of the Trudeau govt, continued by Carney.
Too late now. The collateral damage has been done, courtesy of the Trudeau govt, continued by Carney.
Identity Attack0.0037367835
Insult0.030265106
Profanity0.010160086
Threat0.00814271
Severe Toxicity0.001411438
Low Tox 0.06263174 Low Con 0.202
Aug 25, 2025 Why Canadians Are Turning Against …
I believe that the Liberal Govt. has always used immigration as a means of retaining power. They allow millions of immigrants to enter the country and once they are able to vote they vote Liberal.
I believe that the Liberal Govt. has always used immigration as a means of retaining power. They allow millions of immigrants to enter the country and once they are able to vote they vote Liberal.
Identity Attack0.0376521
Insult0.017807651
Profanity0.011611853
Threat0.0068869707
Severe Toxicity0.0015354156
Low Tox 0.059232414 Constructive 0.547
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to be firever students? What if they get work permit while still being student? This is very possible for the IT engineers from India, they are student here but get a job in USA or any other country and they leave. Where are the statistics of students who got married to Canadian nationals and decided to stop studying because of family expenses? It will be easy to track down the fees transfer and return of these said 8% non-compliant students. Did they get their money back? If not, then why didn't colleges paid the remaining fees back and report that non-obligatory to the study visa rules? Or, was the past govt quite about this because Canada needed cheap labor and money in other colleges accounts?
Identity Attack0.014551271
Insult0.021546122
Profanity0.013780965
Threat0.006763986
Severe Toxicity0.0014305115
Low Tox 0.0466155 Constructive 0.511 Question
Sep 29, 2025 IRCC Names India in Study …
Even govt. knows 99.9% of asylum claims are bogus. There are professional story writers working openly in every major cities in Canada.
Even govt. knows 99.9% of asylum claims are bogus. There are professional story writers working openly in every major cities in Canada.
Identity Attack0.010433395
Insult0.022899706
Profanity0.012858666
Threat0.006155535
Severe Toxicity0.0009822845
Low Tox 0.046120718 Low Con 0.199 Unverified_Claim
Feb 25, 2026 'We do know that there's …
The canadian govt lures these wealthy people to come and spend all their money, that is the total objective. Taxable money machine.
The canadian govt lures these wealthy people to come and spend all their money, that is the total objective. Taxable money machine.
Identity Attack0.009767435
Insult0.023995465
Profanity0.010569996
Threat0.006051969
Severe Toxicity0.00096797943
Low Tox 0.045873325 Low Con 0.105 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Why govt setup a refugees camp outside of Canada in some other countries keep them there and send money or support from here .. then no one will claim refugee status
Why govt setup a refugees camp outside of Canada in some other countries keep them there and send money or support from here .. then no one will claim refugee status
Identity Attack0.02439919
Insult0.014238917
Profanity0.010211324
Threat0.0063885585
Severe Toxicity0.0013065338
Low Tox 0.04216247 Low Con 0.28
Oct 25, 2017 9 likes How much do refugees and …
Canadian govt traders
Canadian govt traders
Identity Attack0.014149316
Insult0.018581128
Profanity0.015659723
Threat0.0067445673
Severe Toxicity0.0015640259
Low Tox 0.039462693 Moderate Con 0.309
Sep 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Its not the people who are the problem. Its the govt and their policies.
Its not the people who are the problem. Its the govt and their policies.
Identity Attack0.0047727237
Insult0.018258847
Profanity0.010450439
Threat0.0063497215
Severe Toxicity0.0007581711
Low Tox 0.036870047 Low Con 0.151 Policy_Critique
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow now you are figuring out. We knew it from beginning when govt allowed people in massive flow.no checking properly, bringing people who can give money to come... Now what are you doing about it …
Wow now you are figuring out. We knew it from beginning when govt allowed people in massive flow.no checking properly, bringing people who can give money to come... Now what are you doing about it rather than talking?
Identity Attack0.0017481487
Insult0.01838776
Profanity0.012346277
Threat0.0062785195
Severe Toxicity0.0008010864
Low Tox 0.03545588 Low Con 0.252
Oct 1, 2025 IRCC Names India in Study …
Has anyone here googled the annual revenue IRCC generates? Govt won’t shut down immigration 😅
Has anyone here googled the annual revenue IRCC generates? Govt won’t shut down immigration 😅
Identity Attack0.014350293
Insult0.012414906
Profanity0.011236101
Threat0.0064532873
Severe Toxicity0.0011110306
Low Tox 0.035220183 Low Con 0.231
Oct 1, 2025 IRCC Names India in Study …
I want to say thank you for high lighting this problem in a compassionate and professional manner, this video is not blaming the newcomers, it is the govt who did not have the foresight to …
I want to say thank you for high lighting this problem in a compassionate and professional manner, this video is not blaming the newcomers, it is the govt who did not have the foresight to see a problem before opening the flood gates. My grandpa was an immigrant, my husband's grandparents were as well. They came here with nothing, no handouts, worked hard in this country ❤
Identity Attack0.016058605
Insult0.012376905
Profanity0.013507691
Threat0.006699257
Severe Toxicity0.0011014938
Low Tox 0.03309893 Constructive 0.845
Nov 23, 2025 1 likes Why Canadians Are Turning Against …
But canadian govt wants 100 million... They gonna sign free trade agreements with india soon
But canadian govt wants 100 million... They gonna sign free trade agreements with india soon
Identity Attack0.016460562
Insult0.012376905
Profanity0.010911589
Threat0.006440342
Severe Toxicity0.0010204315
Low Tox 0.02920996 Low Con 0.159
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Canada's immigration system was never ideal. Even in the 1970's the govt. never knew who was enteringband leaving the country.
Canada's immigration system was never ideal. Even in the 1970's the govt. never knew who was enteringband leaving the country.
Identity Attack0.010137413
Insult0.013402912
Profanity0.009246326
Threat0.006045496
Severe Toxicity0.0007247925
Low Tox 0.02779579 Moderate Con 0.424 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Why to blame people blame the govt who used students for their feees
Why to blame people blame the govt who used students for their feees
Identity Attack0.00414376
Insult0.012832909
Profanity0.012175481
Threat0.006479179
Severe Toxicity0.0008058548
Low Tox 0.027442247 Low Con 0.3 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian. I agree our govt shud focus on teaching mannerism , civic sense and discipline
As an Indian. I agree our govt shud focus on teaching mannerism , civic sense and discipline
Identity Attack0.013546381
Insult0.011578901
Profanity0.014532468
Threat0.007249452
Severe Toxicity0.0012397766
Low Tox 0.023671126 Moderate Con 0.493 Personal_Narrative
Feb 9, 2026 5 likes Inside Canada's Indian Invasion...
Thank you for this video - I've been doing a deep dive on this exact issue on my channel - and to answer the 'why', I think it's precisely as you said - it adds …
Thank you for this video - I've been doing a deep dive on this exact issue on my channel - and to answer the 'why', I think it's precisely as you said - it adds billions to the economy. The challenge the govt didn't think about is social cohesion.
Identity Attack0.0043657473
Insult0.009165886
Profanity0.013644327
Threat0.007145886
Severe Toxicity0.00091552734
Low Tox 0.018095128 Constructive 0.834 Policy_Critique
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
These students cannot just work and move around freely. There is someone in the govt , CBSA who is helping them
These students cannot just work and move around freely. There is someone in the govt , CBSA who is helping them
Identity Attack0.0032003147
Insult0.008899884
Profanity0.010313802
Threat0.006265574
Severe Toxicity0.0005912781
Low Tox 0.0131943645 Moderate Con 0.353
Oct 5, 2025 IRCC Names India in Study …
Hai friends canada govt., Reply like Balaji raju
Hai friends canada govt., Reply like Balaji raju
Identity Attack0.0056236745
Insult0.010248893
Profanity0.014361672
Threat0.008103873
Severe Toxicity0.0013065338
Low Tox 0.013005874 Low Con 0.298
Sep 30, 2025 IRCC Names India in Study …

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.