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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: "Nothing to do with the …" 542 comments · Page 20 of 22
Canadians, this problem has been going on for a long time, but only now are you waking up. When I arrived in Canada in 2017, I was shocked to start English classes at a public …
Canadians, this problem has been going on for a long time, but only now are you waking up. When I arrived in Canada in 2017, I was shocked to start English classes at a public school. Only my friend and I were paying CAD 1,000 per month to study, while everyone (refugees) paid nothing to study and received CAD 500 per person, plus rent.
Identity Attack0.024801146
Insult0.015644927
Profanity0.010296722
Threat0.0058707283
Severe Toxicity0.0010061264
Low Tox 0.039935954 Constructive 0.684
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
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)
It's not enough, only a complete halt to the whole program. They don't leave, and nothing is done about it.
It's not enough, only a complete halt to the whole program. They don't leave, and nothing is done about it.
Identity Attack0.0023586133
Insult0.013516913
Profanity0.013712646
Threat0.0100069
Severe Toxicity0.0013256073
Low Tox 0.03828422 Low Con 0.239 Policy_Critique
Jan 4, 2026 New rules, regulations take effect …
Dont worry, because absolutely nothing is being done about this
Dont worry, because absolutely nothing is being done about this
Identity Attack0.004994711
Insult0.013402912
Profanity0.021330157
Threat0.0082074385
Severe Toxicity0.0015544891
Low Tox 0.038048524 Low Con 0.204
Nov 7, 2025 Why Canadians Are Turning Against …
ha ha ha and the owners of those say so what that means nothing to me.
ha ha ha and the owners of those say so what that means nothing to me.
Identity Attack0.0034962974
Insult0.016024929
Profanity0.01620627
Threat0.0072365063
Severe Toxicity0.0013542175
Low Tox 0.037105743 Low Con 0.22
Jan 17, 2026 2.9 million Canadian temporary visas …
I see nothing wrong with indians in this country, i work with them. They are good people.
I see nothing wrong with indians in this country, i work with them. They are good people.
Identity Attack0.026408968
Insult0.012490907
Profanity0.022833163
Threat0.009230154
Severe Toxicity0.002784729
Low Tox 0.036634352 Constructive 0.558 Solidarity
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
There is nothing tight about Canada’s immigration policy
There is nothing tight about Canada’s immigration policy
Identity Attack0.017163984
Insult0.012832909
Profanity0.010894509
Threat0.006084333
Severe Toxicity0.0008869171
Low Tox 0.03639866 Low Con 0.15 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live …
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live in Canada to a particular group of people who weren’t the First people of Canada especially if the Government allows the information out !! Also 340 million is cheaper than keeping them here
Identity Attack0.01666154
Insult0.014276917
Profanity0.00997221
Threat0.0063432488
Severe Toxicity0.0011396408
Low Tox 0.036162965 Constructive 0.609
Dec 31, 2025 1 likes Deportations From Canada at Their …
These students have made the Canadian construction contractor sit at home as they can not compete with their close to nothing prices
These students have made the Canadian construction contractor sit at home as they can not compete with their close to nothing prices
Identity Attack0.0076955543
Insult0.019999169
Profanity0.010347961
Threat0.0056765415
Severe Toxicity0.0006723404
Low Tox 0.035691574 Low Con 0.272
Oct 1, 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...
20k is nothing. CBSA and law enforcement should do better. This cannot go on forever. Period. It’s harsh and cruel on these people but they know they’re here on a “temporary” basis and their time …
20k is nothing. CBSA and law enforcement should do better. This cannot go on forever. Period. It’s harsh and cruel on these people but they know they’re here on a “temporary” basis and their time is up.
Identity Attack0.0027193425
Insult0.016708933
Profanity0.011116544
Threat0.008505191
Severe Toxicity0.0010156631
Low Tox 0.03545588 Constructive 0.517 Policy_Critique
Jan 19, 2026 2.9 million Canadian temporary visas …
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past …
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past many local Canadians volunteered extensively in our community. That has gone away in present day. Dont let someone giving a free lunch fool you into thinking they do nothing wrong
Identity Attack0.0046987277
Insult0.018774498
Profanity0.015830519
Threat0.006925808
Severe Toxicity0.0008773804
Low Tox 0.035220183 Constructive 0.791
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
to them your land is an economic zone, nothing more
to them your land is an economic zone, nothing more
Identity Attack0.010507392
Insult0.012870909
Profanity0.012517073
Threat0.007145886
Severe Toxicity0.0011634827
Low Tox 0.034513097 Low Con 0.143 Identity_Assertion
Feb 25, 2026 2 likes Inside Canada's Indian Invasion...
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
The gentleman with the helmet is very based and said nothing wrong.
The gentleman with the helmet is very based and said nothing wrong.
Identity Attack0.005771666
Insult0.015720926
Profanity0.013985921
Threat0.007598988
Severe Toxicity0.0012779236
Low Tox 0.033806015 Moderate Con 0.383 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
100% ,what are they gonna do about it? Nothing? Probably!
100% ,what are they gonna do about it? Nothing? Probably!
Identity Attack0.002885833
Insult0.012110904
Profanity0.015454767
Threat0.008272167
Severe Toxicity0.0013923645
Low Tox 0.032863233 Low Con 0.176 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
So basically nothing 😂
So basically nothing 😂
Identity Attack0.0029413297
Insult0.013212911
Profanity0.021945024
Threat0.0067834044
Severe Toxicity0.0015926361
Low Tox 0.03192045 Moderate Con 0.327 Humor_Satire
Jan 15, 2026 Canada’s new rules in 2026
All they do is tell u stuff you already know and do nothing about it. While spending tax money the whole time
All they do is tell u stuff you already know and do nothing about it. While spending tax money the whole time
Identity Attack0.0016834025
Insult0.017356457
Profanity0.012038844
Threat0.006097279
Severe Toxicity0.00071048737
Low Tox 0.031213367 Low Con 0.155 Policy_Critique
Feb 18, 2026 8 likes Canadian immigration officers investigating hundreds …
There is nothing wrong. Just adapt and thrive. You'll live.
There is nothing wrong. Just adapt and thrive. You'll live.
Identity Attack0.0047357255
Insult0.011122898
Profanity0.015318131
Threat0.009851551
Severe Toxicity0.0017166138
Low Tox 0.030859824 Moderate Con 0.469 Solidarity
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Too much too soon we have nothing left to give
Too much too soon we have nothing left to give
Identity Attack0.0046987277
Insult0.0113509
Profanity0.016137952
Threat0.009100696
Severe Toxicity0.0016307831
Low Tox 0.030741978 Low Con 0.287 Fear_Threat
Aug 26, 2025 3 likes Why Canadians Are Turning Against …
Thank you so much for this video...... I took the test today and i got 17 out of 20 by watching just this video for once, nothing else so its really helpful
Thank you so much for this video...... I took the test today and i got 17 out of 20 by watching just this video for once, nothing else so its really helpful
Identity Attack0.00880549
Insult0.011046898
Profanity0.02392626
Threat0.011612174
Severe Toxicity0.0029754639
Low Tox 0.030270588 Constructive 0.593 Meta_Commentary
Feb 6, 2026 1 likes Canadian Citizenship Test 2025 – …
So them just exsisting is the problem nothing else?
So them just exsisting is the problem nothing else?
Identity Attack0.0047172266
Insult0.011540901
Profanity0.01442999
Threat0.0077154995
Severe Toxicity0.0011873245
Low Tox 0.02968135 Low Con 0.212
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I like how nothing here feels forced.
I like how nothing here feels forced.
Identity Attack0.0056236745
Insult0.010134893
Profanity0.017231047
Threat0.008893564
Severe Toxicity0.0013637543
Low Tox 0.029445656 Moderate Con 0.337 Meta_Commentary
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Why you got nothing on Facebook?
Why you got nothing on Facebook?
Identity Attack0.003311308
Insult0.011540901
Profanity0.016479544
Threat0.007365964
Severe Toxicity0.001373291
Low Tox 0.028974265 Low Con 0.266 Question
Feb 5, 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.