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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: "Soon we will be the …" 251 comments · Page 10 of 11
Why? Because you need to keep growing your economy! If you don't do so then you'll soon become the 51st state 🫨
Why? Because you need to keep growing your economy! If you don't do so then you'll soon become the 51st state 🫨
Identity Attack0.003366805
Insult0.012680908
Profanity0.011441057
Threat0.0068869707
Severe Toxicity0.0009727478
Low Tox 0.025792383 Low Con 0.287 Economic_Argument
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
She'll be promoted soon. It's the Liberal way of governing.
She'll be promoted soon. It's the Liberal way of governing.
Identity Attack0.006474625
Insult0.01302291
Profanity0.01174849
Threat0.00713294
Severe Toxicity0.0009202957
Low Tox 0.025320992 Low Con 0.229 Policy_Critique
Feb 26, 2026 20 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
OOH.....We must be coming up to a federal election soon
OOH.....We must be coming up to a federal election soon
Identity Attack0.004347248
Insult0.00971689
Profanity0.012892825
Threat0.008556974
Severe Toxicity0.001335144
Low Tox 0.024967449 Low Con 0.265 Meta_Commentary
Jan 30, 2026 New rules, regulations take effect …
Soon they will make brampton to be independent country
Soon they will make brampton to be independent country
Identity Attack0.00880549
Insult0.010020891
Profanity0.014669105
Threat0.00789674
Severe Toxicity0.0012493134
Low Tox 0.024260364 Low Con 0.159 Fear_Threat
Feb 22, 2026 Inside Canada's Indian Invasion...
Oh gee, AI is coming soon. We sure need more workers eh?
Oh gee, AI is coming soon. We sure need more workers eh?
Identity Attack0.0039587705
Insult0.011274899
Profanity0.012995303
Threat0.0070034824
Severe Toxicity0.0012588501
Low Tox 0.023788974 Low Con 0.207
Nov 21, 2025 1 likes Thousands of refugees allowed into …
EU trade deal announced today. The same thing will happen to Germany very soon.
EU trade deal announced today. The same thing will happen to Germany very soon.
Identity Attack0.008435511
Insult0.008709883
Profanity0.012312118
Threat0.008155655
Severe Toxicity0.0010967255
Low Tox 0.021903414 Low Con 0.141 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I knew it was Brampton as soon as he said he was in Brampton
I knew it was Brampton as soon as he said he was in Brampton
Identity Attack0.0050317086
Insult0.009906891
Profanity0.015728042
Threat0.0072882893
Severe Toxicity0.0011205673
Low Tox 0.02072494 Moderate Con 0.373 Meta_Commentary
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler will be recording the gorehabba festival in Toronto soon.
Tyler will be recording the gorehabba festival in Toronto soon.
Identity Attack0.0029598286
Insult0.0113509
Profanity0.012312118
Threat0.007197669
Severe Toxicity0.0010061264
Low Tox 0.019980038 Low Con 0.26
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Thanks for the video Tyler, much needed help here in Canada. Remigration soon hopefully but I'm not holding by breath.
Thanks for the video Tyler, much needed help here in Canada. Remigration soon hopefully but I'm not holding by breath.
Identity Attack0.006511623
Insult0.0096028885
Profanity0.010091767
Threat0.0067316215
Severe Toxicity0.00081539154
Low Tox 0.019603057 Constructive 0.617
Jan 27, 2026 Inside Canada's Indian Invasion...
not by chance that as soon as the pm was placed, he immediately went to the UK
not by chance that as soon as the pm was placed, he immediately went to the UK
Identity Attack0.0037367835
Insult0.009982891
Profanity0.011594773
Threat0.006763986
Severe Toxicity0.0007677078
Low Tox 0.019226074 Low Con 0.217 Unverified_Claim
Nov 21, 2025 8 likes Thousands of refugees allowed into …
My father immigrated to Canada from India in 1961 to complete his PhD, where he met my mother, a local farm girl. They married, and he soon joined Agriculture Canada as a research scientist at …
My father immigrated to Canada from India in 1961 to complete his PhD, where he met my mother, a local farm girl. They married, and he soon joined Agriculture Canada as a research scientist at the Regina Research Station in 1963. Over his remarkable 40-year career, he contributed significantly to the evolution of herbicide research during a transformative era for Canadian agriculture. In the 1960s, as herbicide use surged across the prairies—building on early selective compounds like 2,4-D introduced post-World War II—his work focused on environmental residues and applicator safety, helping refine application methods amid a boom that saw the number of available herbicides in Canada and the U.S. rise from about 25 in 1950 to over 100 by the end of the decade. This period marked the widespread adoption of chemicals for weed control, enabling reduced tillage and boosting crop yields in grain production. By the 1970s, Agriculture Canada's efforts intensified with the introduction of groundbreaking non-selective herbicides like glyphosate, which revolutionized prairie farming by facilitating no-till practices and minimizing soil erosion while controlling persistent weeds. My father's studies on herbicide drift, persistence in air and soil, and human exposure played a key role in ensuring safer, more effective use, aligning with broader innovations that transformed western Canada's grain sector into a global powerhouse. Into the 1980s, as resistance issues emerged and manufacturing processes improved to reduce contaminants like dioxins in phenoxy herbicides, his research supported sustainable advancements, including better monitoring and guidelines that influenced international standards. Through these decades, his pioneering contributions helped develop and optimize herbicides now employed worldwide, fundamentally changing farming practices and enhancing productivity across the vast Canadian prairies.
Identity Attack0.0053276913
Insult0.011920903
Profanity0.011936366
Threat0.006809296
Severe Toxicity0.0009441376
Low Tox 0.019226074 Constructive 0.633 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
soon in the EU with the new "trade deal". I'm curious who voted for this...
soon in the EU with the new "trade deal". I'm curious who voted for this...
Identity Attack0.0046247323
Insult0.0094128875
Profanity0.010740792
Threat0.0069516995
Severe Toxicity0.0008010864
Low Tox 0.018723432 Moderate Con 0.422 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Doing taxes for 1 millions canadians, its just practise. Soon it will be for everyone
Doing taxes for 1 millions canadians, its just practise. Soon it will be for everyone
Identity Attack0.004643231
Insult0.008823884
Profanity0.009476901
Threat0.006265574
Severe Toxicity0.000667572
Low Tox 0.014639461 Low Con 0.193 Unverified_Claim
Jan 15, 2026 Canada’s new rules in 2026
This deserves undivided attention now, not “soon”.
This deserves undivided attention now, not “soon”.
Identity Attack0.00207188
Insult0.007645877
Profanity0.010347961
Threat0.0075083673
Severe Toxicity0.00074863434
Low Tox 0.014011159 Low Con 0.207
Oct 12, 2025 1 likes IRCC Names India in Study …
It’s not just Brampton but now Toronto and soon to be all of Canada
It’s not just Brampton but now Toronto and soon to be all of Canada
Identity Attack0.004994711
Insult0.007835878
Profanity0.011184863
Threat0.0070164283
Severe Toxicity0.00093460083
Low Tox 0.012566062 Moderate Con 0.316 Fear_Threat
Jan 27, 2026 2 likes 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)
Just wait until the Canadian government does that to its own citizens with digital id you wont be going anywhere...coming to you real soon
Just wait until the Canadian government does that to its own citizens with digital id you wont be going anywhere...coming to you real soon
Identity Attack0.00040218167
Insult0.004375003
Profanity0.00004523413
Threat0.000088473935
Severe Toxicity0.0000022009067
Low Tox 0.0079260245 Fear_Threat
Dec 11, 2025
Hoping other provinces will implement this soon as well
Hoping other provinces will implement this soon as well
Identity Attack0.0023031165
Insult0.0064013693
Profanity0.010313802
Threat0.0065568537
Severe Toxicity0.000667572
Low Tox 0.007508222 Moderate Con 0.314
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to …
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to wait until a Democrat is president again if they really need to go there. I would rather go to another country for vacation. Plenty of safer places to go.
Identity Attack0.00015178563
Insult0.0018463861
Profanity0.000065314794
Threat0.0001947979
Severe Toxicity0.0000030311344
Low Tox 0.0048855473 Personal_Narrative
Dec 10, 2025
bon voyage not a minute to soon
bon voyage not a minute to soon
Identity Attack0.00012772702
Insult0.0002791867
Profanity0.00007063496
Threat0.0003360363
Severe Toxicity0.000004589024
Low Tox 0.0013124894 Identity_Assertion
Apr 15, 2025
Soon you won’t be travelling anywhere. At all
Soon you won’t be travelling anywhere. At all
Identity Attack0.00011278404
Insult0.0002151288
Profanity0.00002052671
Threat0.00004935172
Severe Toxicity0.000002188925
Low Tox 0.0006259752 Fear_Threat
Dec 8, 2025 1 likes
I'm Canadian living in Australia; it sounds like if I were to go to the USA, I might have a problem. I haven't been in the USA for 17 years, and I won't be anytime …
I'm Canadian living in Australia; it sounds like if I were to go to the USA, I might have a problem. I haven't been in the USA for 17 years, and I won't be anytime soon.
Identity Attack0.00019757403
Insult0.00017536576
Profanity0.000024422467
Threat0.00003103803
Severe Toxicity0.0000024012336
Low Tox 0.00057744194
Dec 13, 2025
Soon Alberta will be the 51st state anyway.
Soon Alberta will be the 51st state anyway.
Identity Attack0.00007675521
Insult0.00016331187
Profanity0.000021752197
Threat0.00003274296
Severe Toxicity0.00000209758
Low Tox 0.0004402114 Identity_Assertion
Dec 8, 2025 2 likes
Soon we will be the 51st state and we won't need all this stuff. We can just cross the border and there will actually be no international border.
Soon we will be the 51st state and we won't need all this stuff. We can just cross the border and there will actually be no international border.
Identity Attack0.00006534975
Insult0.00015043037
Profanity0.000025214382
Threat0.000028329418
Severe Toxicity0.0000025006311
Low Tox 0.000407523 Unverified_Claim
Dec 9, 2025
Not planning to go there anytime soon !
Not planning to go there anytime soon !
Identity Attack0.00006930909
Insult0.00014122565
Profanity0.000022132717
Threat0.000026287178
Severe Toxicity0.0000024238245
Low Tox 0.00036986067
Dec 7, 2025 324 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.