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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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Active: "Its the same way in …" 970 comments · Page 37 of 39
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said here, and the way she said it, makes complete sense. I was a bit disappointed that there are no actual numbers as to how much the government would save, but it doesn't seem like a bad idea to put the legislation in place, and whatever they save is a bonus. imho Be the Change You Wish to See in the World 💖
Identity Attack0.0040512653
Insult0.011730902
Profanity0.011697251
Threat0.0062914654
Severe Toxicity0.00074863434
Low Tox 0.021314176 Constructive 0.763 Policy_Critique
Feb 23, 2026 11 likes 'We do know that there's …
Way too many way too fast.
Way too many way too fast.
Identity Attack0.002830336
Insult0.00979289
Profanity0.013883443
Threat0.008259222
Severe Toxicity0.0013542175
Low Tox 0.020842785 Low Con 0.239
Sep 19, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
07:00 she needs to go into healthcare (RN). It's one of the easier ways to increase your income.
07:00 she needs to go into healthcare (RN). It's one of the easier ways to increase your income.
Identity Attack0.002626848
Insult0.009564889
Profanity0.011441057
Threat0.0066151097
Severe Toxicity0.001001358
Low Tox 0.020842785 Moderate Con 0.406
Aug 25, 2025 Why Canadians Are Turning Against …
This is why we need to vote Conservative. Common sense plan is the only way.
This is why we need to vote Conservative. Common sense plan is the only way.
Identity Attack0.00569767
Insult0.010476895
Profanity0.010313802
Threat0.0066345283
Severe Toxicity0.0008249283
Low Tox 0.02072494 Moderate Con 0.418 Call_To_Action
Feb 11, 2026 Inside Canada's Indian Invasion...
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
Identity Attack0.0051427023
Insult0.009032886
Profanity0.016752819
Threat0.008259222
Severe Toxicity0.0012016296
Low Tox 0.02072494 Constructive 0.544 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I feel the same way..I paid taxes my whole life..I don’t even have a doctor..im retired I should have a doctor
I feel the same way..I paid taxes my whole life..I don’t even have a doctor..im retired I should have a doctor
Identity Attack0.0024233595
Insult0.010666896
Profanity0.012346277
Threat0.0061878995
Severe Toxicity0.0008058548
Low Tox 0.020607091 Constructive 0.552
Jan 9, 2026 1 likes Why Canadians Are Turning Against …
We all know the number is way higher than that. Come on now.
We all know the number is way higher than that. Come on now.
Identity Attack0.0034223017
Insult0.009108886
Profanity0.013336895
Threat0.008272167
Severe Toxicity0.0012588501
Low Tox 0.02048268 Low Con 0.222
Sep 29, 2025 IRCC Names India in Study …
It does not come in the same form of questions,but in another way I did a study from the video,but the questions came in a different way from the video completely.
It does not come in the same form of questions,but in another way I did a study from the video,but the questions came in a different way from the video completely.
Identity Attack0.0060676485
Insult0.009013886
Profanity0.017914234
Threat0.008531082
Severe Toxicity0.0014877319
Low Tox 0.02035702 Constructive 0.535 Meta_Commentary
Dec 30, 2025 1 likes Canadian Citizenship Test 2025 – …
The cost of the officers are being paid regardless so that shouldn’t be looked at in way of costs for deportations.
The cost of the officers are being paid regardless so that shouldn’t be looked at in way of costs for deportations.
Identity Attack0.0058086636
Insult0.008310881
Profanity0.010040528
Threat0.0072106146
Severe Toxicity0.0006866455
Low Tox 0.020231359 Moderate Con 0.322
Dec 25, 2025 Deportations From Canada at Their …
No way i didn’t believe he would do it but he did!!
No way i didn’t believe he would do it but he did!!
Identity Attack0.0024048607
Insult0.009393888
Profanity0.014395831
Threat0.007353018
Severe Toxicity0.0011396408
Low Tox 0.0201057 Moderate Con 0.415
Jan 27, 2026 Inside Canada's Indian Invasion...
In today’s world, this tension plays out across continents. Economic insecurity often fuels nationalist movements, which promise protection and identity but risk deepening divisions. At the same time, socialist ideas gain traction where people demand …
In today’s world, this tension plays out across continents. Economic insecurity often fuels nationalist movements, which promise protection and identity but risk deepening divisions. At the same time, socialist ideas gain traction where people demand fairness, inclusion, and solidarity beyond borders. The way societies manage migration and poverty will determine whether cooperation or exclusion becomes the dominant story of our time.
Identity Attack0.007880543
Insult0.009260887
Profanity0.010792031
Threat0.0071199946
Severe Toxicity0.0008201599
Low Tox 0.019728716 Constructive 0.587 Moral_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Way too many!
Way too many!
Identity Attack0.0027748393
Insult0.009944891
Profanity0.012448754
Threat0.00704232
Severe Toxicity0.0011587143
Low Tox 0.019603057 Low Con 0.295
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Book one way flight ticket 🎫
Book one way flight ticket 🎫
Identity Attack0.0023863618
Insult0.009507888
Profanity0.01535229
Threat0.007883795
Severe Toxicity0.0015068054
Low Tox 0.019603057 Low Con 0.286
Jan 18, 2026 2.9 million Canadian temporary visas …
Canada is not an "economic zone", it is our home. Let's keep it that way.
Canada is not an "economic zone", it is our home. Let's keep it that way.
Identity Attack0.00725158
Insult0.009906891
Profanity0.009767254
Threat0.0065827454
Severe Toxicity0.00084400177
Low Tox 0.019226074 Moderate Con 0.44 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
As a Canadian thanks for this content, they're all the way up north, too.
As a Canadian thanks for this content, they're all the way up north, too.
Identity Attack0.008842488
Insult0.00983089
Profanity0.0103821205
Threat0.006602164
Severe Toxicity0.0008678436
Low Tox 0.018849092 Constructive 0.603 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Sounds like the government should be buying 2.8 million one way tickets
Sounds like the government should be buying 2.8 million one way tickets
Identity Attack0.0035147965
Insult0.008880884
Profanity0.01220964
Threat0.007598988
Severe Toxicity0.0010633469
Low Tox 0.01859777 Low Con 0.175 Call_To_Action
Jan 18, 2026 2.9 million Canadian temporary visas …
Way too much.
Way too much.
Identity Attack0.0024973555
Insult0.00971689
Profanity0.012961143
Threat0.007094103
Severe Toxicity0.001115799
Low Tox 0.01859777 Low Con 0.258
Feb 8, 2024 How much do refugees and …
The importation /replication of the old country ways to Canada is going escalate into a major problem.
The importation /replication of the old country ways to Canada is going escalate into a major problem.
Identity Attack0.0066596144
Insult0.009640889
Profanity0.009664777
Threat0.006641001
Severe Toxicity0.00078201294
Low Tox 0.01847211 Low Con 0.184 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
18,000 people multiplied by a $500 one way ticket to india comes to only 9 million.
18,000 people multiplied by a $500 one way ticket to india comes to only 9 million.
Identity Attack0.008435511
Insult0.00817788
Profanity0.01220964
Threat0.0073918556
Severe Toxicity0.001039505
Low Tox 0.01834645 Low Con 0.261
Dec 26, 2025 Deportations From Canada at Their …
We grew in population way too fast without preparing for the infrastructure. Our economy suffered because of it.
We grew in population way too fast without preparing for the infrastructure. Our economy suffered because of it.
Identity Attack0.0027748393
Insult0.008956885
Profanity0.010689554
Threat0.006757513
Severe Toxicity0.00069618225
Low Tox 0.01834645 Moderate Con 0.376 Economic_Argument
Dec 24, 2025 16 likes Deportations From Canada at Their …
Build yes, but protect from? Was the north American culture changed in 1600. Was the language way of life changes? Is history repeating
Build yes, but protect from? Was the north American culture changed in 1600. Was the language way of life changes? Is history repeating
Identity Attack0.0065856185
Insult0.008880884
Profanity0.011167783
Threat0.0072106146
Severe Toxicity0.000872612
Low Tox 0.01822079 Low Con 0.273 Question
Aug 26, 2025 Why Canadians Are Turning Against …
its way more then 800k
its way more then 800k
Identity Attack0.00414376
Insult0.0088618845
Profanity0.015625564
Threat0.007948523
Severe Toxicity0.0012874603
Low Tox 0.017969469 Low Con 0.244 Unverified_Claim
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
This is great news but it needs to be higher. Way higher.
This is great news but it needs to be higher. Way higher.
Identity Attack0.0030338243
Insult0.009146886
Profanity0.013371054
Threat0.0078449575
Severe Toxicity0.0011205673
Low Tox 0.017466826 Moderate Con 0.338 Call_To_Action
Dec 30, 2025 1 likes Deportations From Canada at Their …
Dude could have just walked either way over the border and not spent a dime doing it. The entire canadian border is open and not monitored. In some areas one side of the road is …
Dude could have just walked either way over the border and not spent a dime doing it. The entire canadian border is open and not monitored. In some areas one side of the road is canada and the other side in America.
Identity Attack0.0048837173
Insult0.009868891
Profanity0.010279642
Threat0.00636914
Severe Toxicity0.0007390976
Low Tox 0.016587202 Low Con 0.297 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau needed to be in the government. The only way to do that was to get support from Jagmeet. And that meant helping Jagmeet win, which needed the import of Jagmeet's voters! And the results …
Trudeau needed to be in the government. The only way to do that was to get support from Jagmeet. And that meant helping Jagmeet win, which needed the import of Jagmeet's voters! And the results are there for everyone to see!
Identity Attack0.0024973555
Insult0.011236899
Profanity0.010228404
Threat0.006155535
Severe Toxicity0.0006246567
Low Tox 0.01646154 Constructive 0.561 Policy_Critique
Feb 16, 2026 1 likes Why Canadians Are Turning Against …

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.