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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: "I was one of the …" 1,743 comments · Page 64 of 70
Nice vid but this is all over the country not just one city. Not once was it mentioned that Bramptonistan is almost entirely paid for the by the Region of Peel. It's almost a welfare …
Nice vid but this is all over the country not just one city. Not once was it mentioned that Bramptonistan is almost entirely paid for the by the Region of Peel. It's almost a welfare state. As for why they let it happen because it's what they want.
Identity Attack0.011099357
Insult0.013516913
Profanity0.019758832
Threat0.007534259
Severe Toxicity0.0017642975
Low Tox 0.039462693 Constructive 0.624 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
One word; Remigration
One word; Remigration
Identity Attack0.005253696
Insult0.01302291
Profanity0.015728042
Threat0.00948907
Severe Toxicity0.0024795532
Low Tox 0.039462693 Moderate Con 0.323 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
no one in the video has a truck driving license
no one in the video has a truck driving license
Identity Attack0.004088263
Insult0.0113889
Profanity0.015693882
Threat0.007948523
Severe Toxicity0.0017929077
Low Tox 0.039462693 Low Con 0.152 Unverified_Claim
Jan 27, 2026 402 likes Inside Canada's Indian Invasion...
one word: Juice.
one word: Juice.
Identity Attack0.0026083488
Insult0.014428918
Profanity0.017914234
Threat0.007832011
Severe Toxicity0.002117157
Low Tox 0.039226998 Low Con 0.279
Jun 24, 2025 How Canada broke its immigration …
5:00 the real one!
5:00 the real one!
Identity Attack0.006178642
Insult0.012680908
Profanity0.022969801
Threat0.0097738765
Severe Toxicity0.0027275085
Low Tox 0.039226998 Low Con 0.287 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada benefits a lot from immigration, and it’s one of the main reasons the country actively encourages newcomers. Here’s a breakdown in simple terms: ✅ Benefits of Immigration for Canada Population Growth Canada has a …
Canada benefits a lot from immigration, and it’s one of the main reasons the country actively encourages newcomers. Here’s a breakdown in simple terms: ✅ Benefits of Immigration for Canada Population Growth Canada has a low birth rate, so without immigrants, the population would shrink. Immigration helps keep the workforce young and growing. Economic Growth Newcomers fill jobs, start businesses, and pay taxes. Skilled immigrants help in industries facing shortages (healthcare, tech, trucking, etc.). Diversity & Innovation Different backgrounds bring new ideas, cultural exchange, and global connections. Many successful Canadian companies were started by immigrants. Support for Aging Population Canada has many retirees. Immigrants contribute to pension plans and healthcare systems, supporting older generations. Global Reputation Canada is seen as a welcoming, multicultural country, which boosts tourism, trade, and international partnerships. ⚠️ Challenges (but still manageable) Housing demand increases
Identity Attack0.019877186
Insult0.017012933
Profanity0.012277958
Threat0.0068999166
Severe Toxicity0.0015926361
Low Tox 0.03875561 Constructive 0.672
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Bro on the bike is one of us
Bro on the bike is one of us
Identity Attack0.006881601
Insult0.014162917
Profanity0.021466793
Threat0.011172019
Severe Toxicity0.0026893616
Low Tox 0.038519915 Moderate Con 0.437 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything …
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything they do, is to teach or make people run away and leave. I don't get it.
Identity Attack0.011617327
Insult0.017012933
Profanity0.011423977
Threat0.0071847234
Severe Toxicity0.0011444092
Low Tox 0.038519915 Moderate Con 0.465 Identity_Assertion
Nov 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
All I see are people who came from one country into another and created a community. Nothing different from Greek Town, Chinatown, little Italy etc. in Toronto
All I see are people who came from one country into another and created a community. Nothing different from Greek Town, Chinatown, little Italy etc. in Toronto
Identity Attack0.02238941
Insult0.0151129225
Profanity0.0117997285
Threat0.0059807673
Severe Toxicity0.0012874603
Low Tox 0.03828422 Moderate Con 0.495 Moral_Argument
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada has changed significantly in recent years, and I believe our post-COVID immigration policies have played a major role in the challenges we’re facing today. Here’s how things went off track: Many individuals who couldn’t …
Canada has changed significantly in recent years, and I believe our post-COVID immigration policies have played a major role in the challenges we’re facing today. Here’s how things went off track: Many individuals who couldn’t pass the IELTS (English proficiency test) entered the country on visitor visas or through spousal sponsorships—some of which were questionable or fraudulent. During that time, the government was converting visitor visas into work permits with little to no scrutiny. Background checks and rejections were rare. Meanwhile, colleges rapidly expanded their intake capacity—understandably so, since international students pay three to four times more in tuition. At the same time, due to inflationary pressures, the government allowed international students to work 40 hours per week instead of the previous 20-hour limit. This created a new, ready-to-work labor force in just a year or two, heavily impacting the retail sector. As a result, a large portion of retail jobs shifted toward a single ethnic group, while many Canadian citizens found themselves sidelined. One key factor was flexibility. Many immigrant communities—particularly Indian—were more willing to accept irregular hours and last-minute shifts, often adopting a more compliant, “yes sir” attitude that employers found appealing. However, I’m already beginning to notice changes in the retail landscape, likely due to the government finally tightening immigration rules. Going forward, we don’t need to close our doors—but we do need smarter immigration policies, with proper checks and balances, to ensure fairness and sustainability for everyone.
Identity Attack0.010211408
Insult0.020772645
Profanity0.012961143
Threat0.006757513
Severe Toxicity0.0012016296
Low Tox 0.03828422 Constructive 0.779
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I have a test next week. Be honest, I am so nervous and worry. i hope i pass my test in one attempt insallah
I have a test next week. Be honest, I am so nervous and worry. i hope i pass my test in one attempt insallah
Identity Attack0.011691323
Insult0.012110904
Profanity0.022218296
Threat0.009644418
Severe Toxicity0.0019836426
Low Tox 0.037577134 Constructive 0.505 Meta_Commentary
Jul 17, 2025 12 likes Canadian Citizenship Test 2025 – …
How's it going to get better? Only one way!!! Polievre is the only way out of this.!!!.
How's it going to get better? Only one way!!! Polievre is the only way out of this.!!!.
Identity Attack0.0032743104
Insult0.014808921
Profanity0.012858666
Threat0.00814271
Severe Toxicity0.0016117096
Low Tox 0.03734144 Moderate Con 0.356 Call_To_Action
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
i’m a farm worker in rural bc who works with indian ladies, i ❤️ them so much. just lovely. my mechanic is a sihk, one of my favorite people ever. indian people helped build bc …
i’m a farm worker in rural bc who works with indian ladies, i ❤️ them so much. just lovely. my mechanic is a sihk, one of my favorite people ever. indian people helped build bc in the last century and continue to do so, their culture is equal to western culture, i don’t worry that they are here one bit, but immigration from anywhere has to be balanced and fair.
Identity Attack0.029917859
Insult0.012148905
Profanity0.019348921
Threat0.007922632
Severe Toxicity0.0019741058
Low Tox 0.036634352 Constructive 0.722
Sep 29, 2025 43 likes Inside Canada's Indian Metropolis (Brampton)
Hey you need to do one on Vancouver...lol
Hey you need to do one on Vancouver...lol
Identity Attack0.006178642
Insult0.014580919
Profanity0.015318131
Threat0.008181547
Severe Toxicity0.0016880035
Low Tox 0.036634352 Moderate Con 0.373 Meta_Commentary
Feb 8, 2026 Inside Canada's Indian Invasion...
dude, in british columbia, you can literally cross the street and youre in the usa. one side of the street is canada the other is washington
dude, in british columbia, you can literally cross the street and youre in the usa. one side of the street is canada the other is washington
Identity Attack0.018168874
Insult0.014884921
Profanity0.015044857
Threat0.0071199946
Severe Toxicity0.0015640259
Low Tox 0.03639866 Low Con 0.261 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
If we live, we will live for this India and if we die, we will die for this India, and even after our death, if someone listens to our ashes flowing in the waters of …
If we live, we will live for this India and if we die, we will die for this India, and even after our death, if someone listens to our ashes flowing in the waters of Ganga, only one voice will come out - Bharat Mata ki Jai 🙏🙏🙏
Identity Attack0.018168874
Insult0.021159383
Profanity0.025770858
Threat0.024235269
Severe Toxicity0.007820129
Low Tox 0.03639866 Moderate Con 0.414
Jan 27, 2026 Inside Canada's Indian Invasion...
Surprised .......................I am not ...........one only gets what one accepts in this life . Please wake up Canada before it is too late
Surprised .......................I am not ...........one only gets what one accepts in this life . Please wake up Canada before it is too late
Identity Attack0.010063417
Insult0.016632931
Profanity0.010313802
Threat0.0074824756
Severe Toxicity0.0012588501
Low Tox 0.03592727 Moderate Con 0.423 Fear_Threat
Sep 29, 2025 IRCC Names India in Study …
Being proud of one’s country is good, but discarding another nation’s (especially the one you immigrate to) culture and customs and continuing to follow your own, even considering them better, that’s when the problem begins. …
Being proud of one’s country is good, but discarding another nation’s (especially the one you immigrate to) culture and customs and continuing to follow your own, even considering them better, that’s when the problem begins. When you leave a country for the purpose of immigration, only its memories should stay with you, nothing else
Identity Attack0.019374741
Insult0.012186904
Profanity0.010723713
Threat0.0063432488
Severe Toxicity0.00089645386
Low Tox 0.035691574 Moderate Con 0.499 Moral_Argument
Feb 10, 2026 11 likes Inside Canada's Indian Invasion...
Carney doesn't care Gary Anandasangaree is still a minister, explain that one.
Carney doesn't care Gary Anandasangaree is still a minister, explain that one.
Identity Attack0.0023401144
Insult0.019225692
Profanity0.012961143
Threat0.0066280556
Severe Toxicity0.0008535385
Low Tox 0.035220183 Low Con 0.225 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
bro no one goes from canada to america illegally, its easier to get Pr and passport in Canada so they just stay there and then once they get passport they can do whatever in usa …
bro no one goes from canada to america illegally, its easier to get Pr and passport in Canada so they just stay there and then once they get passport they can do whatever in usa similar to a us citizen.
Identity Attack0.02048012
Insult0.013440913
Profanity0.011201942
Threat0.0062785195
Severe Toxicity0.0011348724
Low Tox 0.035220183 Moderate Con 0.323
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
No one in Canada listened to Trump state of the union speech 🙄.
No one in Canada listened to Trump state of the union speech 🙄.
Identity Attack0.0069185994
Insult0.018129934
Profanity0.010587076
Threat0.0059937127
Severe Toxicity0.0009441376
Low Tox 0.035220183 Low Con 0.212 Comparative_Framing
Feb 26, 2026 LILLEY UNLEASHED: The fall of …
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a …
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a question about start of the modern energy industry, it had given timefram and what was the energy . I chose the Oil Alberta 1947 , which was correct. It has I think hydroelectricity Quebec 1980 as another answer closest for choice. Another question I remember True false , it has 3 names Question was are these one of the great inventors of Canada. So I would suggest you take note of Greatest inventors of Canada. There are multiple. Many answers of questions are too easy to eliminate because they don't make sense at all. You are mostly between 2 answers easily. If you just study this video I think you'll surely pass 😅. Another question was ; Who are appointed by on the advice of Prime minister? Answers; Memebers of parliement Mayors Senators Citizens Obviously Senators was the answer but answers might differ, so just study the other applicable answers for the questions.
Identity Attack0.0055866763
Insult0.016936934
Profanity0.015215653
Threat0.007353018
Severe Toxicity0.0014209747
Low Tox 0.034984488 Constructive 0.721 Meta_Commentary
Jan 28, 2026 8 likes Canadian Citizenship Test 2025 – …
Dude saying he’s not a number. He’s a literally a number to the ministry. Everyone is a number. No one owes anyone anything. The majority of Canadians are asking for a cut to immigration. I …
Dude saying he’s not a number. He’s a literally a number to the ministry. Everyone is a number. No one owes anyone anything. The majority of Canadians are asking for a cut to immigration. I for one celebrate that governments are doing what the majority wants instead of catering to the few. If it didn’t work out, that’s too bad.
Identity Attack0.0076585566
Insult0.017872108
Profanity0.011355659
Threat0.0062979385
Severe Toxicity0.0008249283
Low Tox 0.034984488 Constructive 0.661 Policy_Critique
Nov 20, 2025 82 likes Quebec Ends Economic Immigration Program …
there is one way to solve this problem and that is financial punishment for rule breaking. it's the only thing these people understand. and i think whoever opened the flood gates understands this very well …
there is one way to solve this problem and that is financial punishment for rule breaking. it's the only thing these people understand. and i think whoever opened the flood gates understands this very well also
Identity Attack0.0026453468
Insult0.011730902
Profanity0.011628932
Threat0.011715741
Severe Toxicity0.0013923645
Low Tox 0.034748793 Moderate Con 0.302 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest …
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest growing population in the world, beating out Developing Countries in Africa. We will go back to an immigration rate of 0.8%, maybe 1% at the highest. We will still have the highest rate in the developed world.
Identity Attack0.019575719
Insult0.011236899
Profanity0.011816809
Threat0.0070034824
Severe Toxicity0.0012207031
Low Tox 0.034513097 Constructive 0.593 Policy_Critique
Feb 11, 2026 52 likes Canada's tighter immigration policy divides …

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.