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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

click to expand

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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Search comment text, filter by category or toxicity level
Active: "I hope they do it …" 317 comments · Page 11 of 13
Thank you, Liberal voters 👏👏. I hope it was worth the v-signalling.
Thank you, Liberal voters 👏👏. I hope it was worth the v-signalling.
Identity Attack0.010581387
Insult0.015568925
Profanity0.012141321
Threat0.008414571
Severe Toxicity0.0015640259
Low Tox 0.037577134 Moderate Con 0.457 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Let's hope they dont fall into the new fast teack list with experience or they'll be fast tracked into citizenship
Let's hope they dont fall into the new fast teack list with experience or they'll be fast tracked into citizenship
Identity Attack0.006770608
Insult0.013668913
Profanity0.0118680475
Threat0.010110466
Severe Toxicity0.0013065338
Low Tox 0.037577134 Low Con 0.252 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
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 – …
Hopefully the liberal will do the same to protect Canada from illegals..
Hopefully the liberal will do the same to protect Canada from illegals..
Identity Attack0.027550245
Insult0.004986439
Profanity0.0000679917
Threat0.00052614574
Severe Toxicity0.000004861139
Low Tox 0.037299782
Dec 8, 2025 1 likes
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around them. They like to to take care of others. They will commonly ask you if you are OK and need water, food, anything. Langar/ community kichen is inbedded in culture and makes sure everyone eats in the same humble setting. They think communally and make sure to ask all parties how they feel about a particular topic, especially before making a decision. They appreciate when you try to understand them. They love when you speak their language. These people are blessed and I love them. I really hope that people bridge the gap between each other and love thy neighbour. God Bless Chardi Kala rahin.
Identity Attack0.020279141
Insult0.017614283
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.0030708313
Low Tox 0.036870047 Constructive 0.817
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I hope Pierre Polievre gets forwarded this video. Carney too. But Pierre will actually call it out, that's why send it to Pierre first.
I hope Pierre Polievre gets forwarded this video. Carney too. But Pierre will actually call it out, that's why send it to Pierre first.
Identity Attack0.005956655
Insult0.013326911
Profanity0.019348921
Threat0.011327368
Severe Toxicity0.0017738342
Low Tox 0.036634352 Constructive 0.537 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
I hope you reported this safe house to the authorities.
I hope you reported this safe house to the authorities.
Identity Attack0.0030338243
Insult0.0129089095
Profanity0.0113385795
Threat0.010705971
Severe Toxicity0.0012874603
Low Tox 0.036634352 Moderate Con 0.425 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
This is perfect. Right before I move out, all the houses are going to be taken by people who don't have my country's best interests in mind. 😔 Hopefully young people can encourage some change …
This is perfect. Right before I move out, all the houses are going to be taken by people who don't have my country's best interests in mind. 😔 Hopefully young people can encourage some change to the country. I want Canada to be a good place to live.
Identity Attack0.009360458
Insult0.01625293
Profanity0.00950252
Threat0.0064532873
Severe Toxicity0.0009775162
Low Tox 0.035691574 Constructive 0.598 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I really hope the RCMP sees this video
I really hope the RCMP sees this video
Identity Attack0.009471451
Insult0.0113889
Profanity0.021466793
Threat0.012233571
Severe Toxicity0.0030326843
Low Tox 0.035220183 Moderate Con 0.446 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
I see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go). I hope …
I see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go). I hope Canadians get to live the way they want.
Identity Attack0.024198212
Insult0.012452906
Profanity0.012141321
Threat0.0066215824
Severe Toxicity0.0014209747
Low Tox 0.034748793 Constructive 0.744 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Its too bad we all cant be as open as dude on the bike now days. Hopefully it's getting better. Go MAGA!!
Its too bad we all cant be as open as dude on the bike now days. Hopefully it's getting better. Go MAGA!!
Identity Attack0.0037922803
Insult0.017485369
Profanity0.012107162
Threat0.007365964
Severe Toxicity0.001206398
Low Tox 0.034748793 Constructive 0.522 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Absolutely beautiful, i hope canadians will asimilate into Great Indian culture without causing much trouble.
Absolutely beautiful, i hope canadians will asimilate into Great Indian culture without causing much trouble.
Identity Attack0.025002124
Insult0.011654901
Profanity0.013131939
Threat0.0070164283
Severe Toxicity0.0013446808
Low Tox 0.034513097 Moderate Con 0.447
Oct 10, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I feel bad that many of these people were given false hope, but this reduction was needed. In the early 2020's immigration levels reached levels that were simply too high. We had a population growth …
I feel bad that many of these people were given false hope, but this reduction was needed. In the early 2020's immigration levels reached levels that were simply too high. We had a population growth rate similar to Sudan. It strained our education, health care and prevented young people from getting jobs. We are a nation that welcomes immigration, but it cannot be at a level beyond our capacities.
Identity Attack0.014048826
Insult0.013896915
Profanity0.01261955
Threat0.006977591
Severe Toxicity0.0010251999
Low Tox 0.034277402 Constructive 0.764 Moral_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
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)
Hopefully this video changes things for us here in Brampton!!!!
Hopefully this video changes things for us here in Brampton!!!!
Identity Attack0.008842488
Insult0.010628895
Profanity0.02023706
Threat0.010214032
Severe Toxicity0.0025177002
Low Tox 0.031213367 Moderate Con 0.415
Jan 27, 2026 Inside Canada's Indian Invasion...
There never was a clear path to permanent residency, hence the term "temporary foreign worker" and "international student program." Permanent residency was simply something these immigrant classes hoped for but were never promised. Quebec saw …
There never was a clear path to permanent residency, hence the term "temporary foreign worker" and "international student program." Permanent residency was simply something these immigrant classes hoped for but were never promised. Quebec saw that these programs were being abused as backdoor efforts to gain permanent residency and have shut tte loopholes. The Canadisn Government should follow suit.
Identity Attack0.013546381
Insult0.014504919
Profanity0.010365041
Threat0.0063885585
Severe Toxicity0.0009059906
Low Tox 0.031213367 Constructive 0.599
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster …
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster this has impacted the majority of canadiens in a negative regard.
Identity Attack0.009693438
Insult0.014732921
Profanity0.009357343
Threat0.006576272
Severe Toxicity0.00084400177
Low Tox 0.030977672 Constructive 0.631 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
A very good move. I hope genuine people will be looked after and criminals, bad elements & weirdos will be checked thoroughly. However I hope the honest and sincere people will be recognised. The IRCC …
A very good move. I hope genuine people will be looked after and criminals, bad elements & weirdos will be checked thoroughly. However I hope the honest and sincere people will be recognised. The IRCC policy of refusing Visas to one and all with the same statement of overstaying and presumption that the visitors will not return is a standard excuse of visa refusal. This should be more foolproof and effective.
Identity Attack0.0008459363
Insult0.0140146725
Profanity0.0004678239
Threat0.0000924824
Severe Toxicity0.000004883466
Low Tox 0.030141091
Apr 14, 2025 2 likes
Are they using us to get to the USA? I can only hope. It doesn't seem like it from the inside. :(
Are they using us to get to the USA? I can only hope. It doesn't seem like it from the inside. :(
Identity Attack0.010507392
Insult0.011692902
Profanity0.015079016
Threat0.007637825
Severe Toxicity0.0011348724
Low Tox 0.02920996 Moderate Con 0.494
Jan 27, 2026 Inside Canada's Indian Invasion...
I hope Canada learnt it's lesson now on RESPONSIBLE & VETTED immigration!
I hope Canada learnt it's lesson now on RESPONSIBLE & VETTED immigration!
Identity Attack0.013345404
Insult0.0116169015
Profanity0.009220706
Threat0.006576272
Severe Toxicity0.0011348724
Low Tox 0.02873857 Moderate Con 0.406 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Hope the guy on the bike stays safe. Being honest these days can get you in trouble
Hope the guy on the bike stays safe. Being honest these days can get you in trouble
Identity Attack0.001692652
Insult0.0129089095
Profanity0.011663092
Threat0.008116818
Severe Toxicity0.00086307526
Low Tox 0.027677942 Moderate Con 0.453 Fear_Threat
Jan 27, 2026 212 likes Inside Canada's Indian Invasion...
Hopefully, they all can either run a motel or work at 7-eleven!
Hopefully, they all can either run a motel or work at 7-eleven!
Identity Attack0.0040327664
Insult0.012984909
Profanity0.011577694
Threat0.007586042
Severe Toxicity0.0011253357
Low Tox 0.027206551 Low Con 0.292 Humor_Satire
Jan 6, 2026 Inside Canada's Indian Metropolis (Brampton)
Hopefully all the American owned monopolies in Canada will have to pay living wages because of this.
Hopefully all the American owned monopolies in Canada will have to pay living wages because of this.
Identity Attack0.008250522
Insult0.010780896
Profanity0.00998929
Threat0.008116818
Severe Toxicity0.0009870529
Low Tox 0.025203144 Low Con 0.23
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
One of reasons I hope Alberta separates
One of reasons I hope Alberta separates
Identity Attack0.009027477
Insult0.00979289
Profanity0.012141321
Threat0.008466354
Severe Toxicity0.0012493134
Low Tox 0.025085296 Moderate Con 0.307 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
I hope the Trump Administration takes this video seriously.
I hope the Trump Administration takes this video seriously.
Identity Attack0.0057346676
Insult0.010020891
Profanity0.015488927
Threat0.009256045
Severe Toxicity0.0014019012
Low Tox 0.024731753 Low Con 0.242 Call_To_Action
Jan 27, 2026 1 likes 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.