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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: "What a prime Minister, he's …" 70 comments · Page 3 of 3
That guy on the bike is actually our prime minister 🇨🇦
That guy on the bike is actually our prime minister 🇨🇦
Identity Attack0.006030651
Insult0.03599453
Profanity0.017982552
Threat0.007624879
Severe Toxicity0.0020503998
Low Tox 0.08874765 Moderate Con 0.31
Jan 27, 2026 Inside Canada's Indian Invasion...
In future there will be 50% Indians MPs will be in parliament and prime minister will be an Indian
In future there will be 50% Indians MPs will be in parliament and prime minister will be an Indian
Identity Attack0.06749674
Insult0.019483518
Profanity0.020032106
Threat0.008764107
Severe Toxicity0.00289917
Low Tox 0.079250954 Low Con 0.159 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
Bicycle man is the next Prime Minister
Bicycle man is the next Prime Minister
Identity Attack0.012641981
Insult0.029383656
Profanity0.016001316
Threat0.0076119336
Severe Toxicity0.0021648407
Low Tox 0.06896287 Low Con 0.249
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
and a story that the former prime minister was the son of Fidel Castro; I went to see it and it really has pictures.🇨🇺He has photos of his mother with Fidel; in Cuba.🤯🤯
and a story that the former prime minister was the son of Fidel Castro; I went to see it and it really has pictures.🇨🇺He has photos of his mother with Fidel; in Cuba.🤯🤯
Identity Attack0.013144426
Insult0.019483518
Profanity0.017777596
Threat0.0076766624
Severe Toxicity0.0019741058
Low Tox 0.054531995 Constructive 0.591 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Guy on the bike for prime minister
Guy on the bike for prime minister
Identity Attack0.0053276913
Insult0.021803947
Profanity0.0166845
Threat0.009955117
Severe Toxicity0.00207901
Low Tox 0.05255287 Moderate Con 0.301 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Stay in Canada and run for prime minister
Stay in Canada and run for prime minister
Identity Attack0.013546381
Insult0.018710041
Profanity0.011167783
Threat0.0083886795
Severe Toxicity0.001783371
Low Tox 0.051810697 Low Con 0.272
Jan 27, 2026 Inside Canada's Indian Invasion...
The government has turned us against each other imagine a country where the Prime Minister and the minister of finance quit. They got paid and left the country in shambles. Then they put this proxy. …
The government has turned us against each other imagine a country where the Prime Minister and the minister of finance quit. They got paid and left the country in shambles. Then they put this proxy. Prime Minister in place had an election and somehow he was still the Prime Minister so much for voting.
Identity Attack0.0047357255
Insult0.023221988
Profanity0.015557245
Threat0.006757513
Severe Toxicity0.0010728836
Low Tox 0.051068526 Moderate Con 0.436
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Bike guy for Canadian Prime Minister.
Bike guy for Canadian Prime Minister.
Identity Attack0.005401687
Insult0.024768941
Profanity0.013405213
Threat0.0071717775
Severe Toxicity0.0013923645
Low Tox 0.046120718 Moderate Con 0.385 Humor_Satire
Mar 3, 2026 Inside Canada's Indian Invasion...
Guy on the bike for prime minister!!
Guy on the bike for prime minister!!
Identity Attack0.0029228306
Insult0.018452216
Profanity0.012687869
Threat0.008919456
Severe Toxicity0.0015830994
Low Tox 0.039935954 Moderate Con 0.315 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
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 – …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
Make this guy our new prime minister
Make this guy our new prime minister
Identity Attack0.0041067624
Insult0.0151129225
Profanity0.014600786
Threat0.008323951
Severe Toxicity0.0013542175
Low Tox 0.030977672 Low Con 0.291
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
Unfortunately, collateral damage is expected. The country is not divided. Some may not admit it but this is the direction most of the Canadians want the government to take. I stand with my prime minister.
Unfortunately, collateral damage is expected. The country is not divided. Some may not admit it but this is the direction most of the Canadians want the government to take. I stand with my prime minister.
Identity Attack0.007029593
Insult0.013516913
Profanity0.009630617
Threat0.008738215
Severe Toxicity0.0010681152
Low Tox 0.030859824 Constructive 0.662 Policy_Critique
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
I dont wanna sound mean but ya'll can thank our prime minister for that
I dont wanna sound mean but ya'll can thank our prime minister for that
Identity Attack0.004994711
Insult0.013212911
Profanity0.017845914
Threat0.007819066
Severe Toxicity0.0013637543
Low Tox 0.028031485 Moderate Con 0.445 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Canada has become what it is today thanks in no small part to its former prime minister! Keep it up, Innada is waiting for you!
Canada has become what it is today thanks in no small part to its former prime minister! Keep it up, Innada is waiting for you!
Identity Attack0.0053276913
Insult0.013744914
Profanity0.009622077
Threat0.0066151097
Severe Toxicity0.00091552734
Low Tox 0.02343543 Moderate Con 0.47 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
I have a question, does our Prime minister Mark Carney watch this video?
I have a question, does our Prime minister Mark Carney watch this video?
Identity Attack0.0029968263
Insult0.009450888
Profanity0.012551232
Threat0.0068869707
Severe Toxicity0.0009012222
Low Tox 0.019351736 Moderate Con 0.389 Question
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
we need trump as prime minister !!!
we need trump as prime minister !!!
Identity Attack0.0029783275
Insult0.007987879
Profanity0.01174849
Threat0.007197669
Severe Toxicity0.0009059906
Low Tox 0.013697007 Low Con 0.195 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
We need Pierre Polievre as Prime Minister soon!
We need Pierre Polievre as Prime Minister soon!
Identity Attack0.001674153
Insult0.0072468747
Profanity0.010040528
Threat0.0063108844
Severe Toxicity0.00053167343
Low Tox 0.009047564 Low Con 0.264 Call_To_Action
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Prime Minister Justin Trudeau?!
Prime Minister Justin Trudeau?!
Identity Attack0.000033086035
Insult0.00047489276
Profanity0.00003518387
Threat0.000026853224
Severe Toxicity0.0000017915414
Low Tox 0.0008687294 Meta_Commentary
Apr 16, 2025

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.