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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: "We have do something now. …" 345 comments · Page 14 of 14
You can’t say you “slashed” something when the reduction is less than %10.
You can’t say you “slashed” something when the reduction is less than %10.
Identity Attack0.001951637
Insult0.0092228865
Profanity0.012448754
Threat0.008000307
Severe Toxicity0.0009202957
Low Tox 0.02072494 Low Con 0.138 Policy_Critique
Jan 3, 2026 38 likes New rules, regulations take effect …
I’m so glad you made something on Canada..
I’m so glad you made something on Canada..
Identity Attack0.00725158
Insult0.0094128875
Profanity0.011184863
Threat0.0074565844
Severe Toxicity0.001206398
Low Tox 0.02072494 Constructive 0.505 Solidarity
Jan 27, 2026 13 likes Inside Canada's Indian Invasion...
Do something on the ICE protests in Minneapolis
Do something on the ICE protests in Minneapolis
Identity Attack0.0048097214
Insult0.008595883
Profanity0.011902207
Threat0.008090926
Severe Toxicity0.0010585785
Low Tox 0.019854378 Moderate Con 0.327 Call_To_Action
Jan 29, 2026 4 likes Inside Canada's Indian Invasion...
Something needs to be done.
Something needs to be done.
Identity Attack0.0034592997
Insult0.008405882
Profanity0.014225035
Threat0.009023022
Severe Toxicity0.0013446808
Low Tox 0.019603057 Low Con 0.276
Sep 6, 2025 1 likes Why Canadians Are Turning Against …
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
Identity Attack0.0028673338
Insult0.0113509
Profanity0.011526455
Threat0.0063950317
Severe Toxicity0.0007581711
Low Tox 0.019603057 Low Con 0.211 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
The government needs to do something about it or we should do something about it we need a change fast
The government needs to do something about it or we should do something about it we need a change fast
Identity Attack0.0048097214
Insult0.008880884
Profanity0.013678487
Threat0.008401625
Severe Toxicity0.0011444092
Low Tox 0.018849092 Low Con 0.246 Call_To_Action
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
as a Canadian thank you for making this video i hope the government does something!!
as a Canadian thank you for making this video i hope the government does something!!
Identity Attack0.008509507
Insult0.008538882
Profanity0.01354185
Threat0.0077672824
Severe Toxicity0.0013542175
Low Tox 0.018849092 Constructive 0.524 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler - Do something original for once - great production but c'mon think of something new not just what everyone else has already done.
Tyler - Do something original for once - great production but c'mon think of something new not just what everyone else has already done.
Identity Attack0.0020811295
Insult0.010628895
Profanity0.01261955
Threat0.0063950317
Severe Toxicity0.00074386597
Low Tox 0.01834645 Moderate Con 0.434 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
To the lady who sits in the car cries, please know you don't walk alone. I walk right beside you the same path. I pray that something changes for you and for myself Stay strong …
To the lady who sits in the car cries, please know you don't walk alone. I walk right beside you the same path. I pray that something changes for you and for myself Stay strong please ❤
Identity Attack0.0026453468
Insult0.009393888
Profanity0.010723713
Threat0.007029374
Severe Toxicity0.0006580353
Low Tox 0.01822079 Constructive 0.687
Sep 6, 2025 Why Canadians Are Turning Against …
News reports in Europe indicate that Switzerland may be holding a referendum in July 2026 to cap the population of that country at 10 million. If the population at any point reaches 9.5 million, then …
News reports in Europe indicate that Switzerland may be holding a referendum in July 2026 to cap the population of that country at 10 million. If the population at any point reaches 9.5 million, then Switzerland would be obligated to withdraw from certain treaties involving free movement of European citizens. Perhaps It's something to consider here in Canada, capping the population at no more than 40 million. Oops. We're already past that.
Identity Attack0.006770608
Insult0.009070885
Profanity0.0108774295
Threat0.0063950317
Severe Toxicity0.0008201599
Low Tox 0.017592486 Moderate Con 0.477 Comparative_Framing
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
Show us what the local government looks like there… I want to see something.
Show us what the local government looks like there… I want to see something.
Identity Attack0.0027563404
Insult0.008614883
Profanity0.0118338885
Threat0.007327127
Severe Toxicity0.00088214874
Low Tox 0.015581916 Moderate Con 0.315 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
1:27 better future means a better future for Canada as well. You should contribute something back also.
1:27 better future means a better future for Canada as well. You should contribute something back also.
Identity Attack0.0029228306
Insult0.008576883
Profanity0.010262563
Threat0.006602164
Severe Toxicity0.0008201599
Low Tox 0.014576632 Moderate Con 0.475 Moral_Argument
Feb 13, 2026 Canada's tighter immigration policy divides …
How can you undo something systematically changed slowly over the years. The homeless said they dont pay taxes. Im not quite sure about what he said was true.
How can you undo something systematically changed slowly over the years. The homeless said they dont pay taxes. Im not quite sure about what he said was true.
Identity Attack0.0022753682
Insult0.009640889
Profanity0.009750174
Threat0.0058804373
Severe Toxicity0.0005173683
Low Tox 0.013697007 Constructive 0.528
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
LOL you act like this is the only country that does something like this
LOL you act like this is the only country that does something like this
Identity Attack0.0015435877
Insult0.0050142864
Profanity0.000119839344
Threat0.00011751879
Severe Toxicity0.0000029770179
Low Tox 0.013396662 Humor_Satire
Dec 8, 2025 9 likes
As a Canadian senior citizen , something has to be done. 🇨🇦
As a Canadian senior citizen , something has to be done. 🇨🇦
Identity Attack0.005919657
Insult0.008025879
Profanity0.010023449
Threat0.0066215824
Severe Toxicity0.00077724457
Low Tox 0.013005874 Moderate Con 0.443 Call_To_Action
Aug 27, 2025 3 likes Why Canadians Are Turning Against …
Finally Canada is doing something about this long-standing problem. I hope this number increases dramatically in the near future.
Finally Canada is doing something about this long-standing problem. I hope this number increases dramatically in the near future.
Identity Attack0.003144818
Insult0.007151874
Profanity0.009297565
Threat0.006977591
Severe Toxicity0.00064373016
Low Tox 0.009990019 Moderate Con 0.486
Dec 24, 2025 14 likes Deportations From Canada at Their …
Just want to highlight something critically important : Canada had in their past gone through a 10 million increase from 20 to 30 million ppl in 30 years from 1970 to 2000. then in the …
Just want to highlight something critically important : Canada had in their past gone through a 10 million increase from 20 to 30 million ppl in 30 years from 1970 to 2000. then in the next 25 years, going from 30 to 40 million ppl. so essentially it's not just population increase which only accelerated a bit, but it's the fact they didn't expand their economic market size to accomodate and reflect the needs that come with this increase.
Identity Attack0.0021551251
Insult0.0069143726
Profanity0.0092292465
Threat0.005854546
Severe Toxicity0.00044345856
Low Tox 0.006942749 Moderate Con 0.458
Jun 24, 2025 1 likes How Canada broke its immigration …
Why would you go through all of that get the drive across and shop? Why would you put yourself through all of that? Do you really need something there that bad that you can’t stay …
Why would you go through all of that get the drive across and shop? Why would you put yourself through all of that? Do you really need something there that bad that you can’t stay out of there?
Identity Attack0.00013909946
Insult0.00069403555
Profanity0.000046308498
Threat0.0001238946
Severe Toxicity0.000002672484
Low Tox 0.0019540174 Question
Dec 9, 2025 1 likes
They acting like we gonna go over and dig their gold or something. Nope not crossing the border til orange taco is gone and they right all that is wrong. Not supporting a country that …
They acting like we gonna go over and dig their gold or something. Nope not crossing the border til orange taco is gone and they right all that is wrong. Not supporting a country that threatens our sovereignty.
Identity Attack0.00023048629
Insult0.00040928938
Profanity0.00003618656
Threat0.000052656993
Severe Toxicity0.0000024099604
Low Tox 0.0014168452
Dec 9, 2025
Simply don't go, problem solved, unless indeed something there for you to attend to.
Simply don't go, problem solved, unless indeed something there for you to attend to.
Identity Attack0.000059551414
Insult0.00017984236
Profanity0.000018323364
Threat0.000039324244
Severe Toxicity0.0000021930246
Low Tox 0.00047016333 Question
Dec 8, 2025 4 likes

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.