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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 #}

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Active: "So it’s an invasion because …" 400 comments · Page 14 of 16
This is an invasion and a replacement of Canadians, just like every other country with European heritage and populations.
This is an invasion and a replacement of Canadians, just like every other country with European heritage and populations.
Identity Attack0.15731181
Insult0.04090862
Profanity0.013131939
Threat0.008259222
Severe Toxicity0.005569458
Low Tox 0.16851899 Low Con 0.226 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration? It’s an invasion and the government facilitate it
Immigration? It’s an invasion and the government facilitate it
Identity Attack0.10221587
Insult0.03312982
Profanity0.01805087
Threat0.0075083673
Severe Toxicity0.0042533875
Low Tox 0.16765249 Low Con 0.187 Fear_Threat
Feb 21, 2026 Canadian immigration officers investigating hundreds …
Legit can't wait til Conservatives are back in office. We need this invasion and takeover reversed.
Legit can't wait til Conservatives are back in office. We need this invasion and takeover reversed.
Identity Attack0.04641757
Insult0.054376744
Profanity0.01982715
Threat0.027515862
Severe Toxicity0.0048065186
Low Tox 0.16678599 Moderate Con 0.362
Jan 5, 2026 1 likes New rules, regulations take effect …
They’ve became an invasive species.. i hope it’s not too late for Canada
They’ve became an invasive species.. i hope it’s not too late for Canada
Identity Attack0.08831879
Insult0.062150877
Profanity0.017162729
Threat0.014048163
Severe Toxicity0.0064086914
Low Tox 0.1641865 Low Con 0.27 Fear_Threat
Sep 4, 2025 Why Canadians Are Turning Against …
Silent invasion
Silent invasion
Identity Attack0.04512853
Insult0.030926194
Profanity0.046922635
Threat0.02250864
Severe Toxicity0.008087158
Low Tox 0.16245349 Moderate Con 0.305 Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
Immigrants aren't the problem. The problem is when they don't integrate or adopt local customs, when they form ghettos. That's not immigration, it's invasion. If you choose to live in another nation, out of respect …
Immigrants aren't the problem. The problem is when they don't integrate or adopt local customs, when they form ghettos. That's not immigration, it's invasion. If you choose to live in another nation, out of respect and gratitude to the nation that welcomed you, you must integrate, be part of, assimilate—without losing your roots, of course, but adapting. I am from a country of immigrants (Argentina). My ancestors were Spanish (Galician/Catalan), Italian, German-Jewish, and Polish, and they all assimilated, adopting Spanish-language and Argentine customs without losing their roots.
Identity Attack0.12735364
Insult0.053205602
Profanity0.027410502
Threat0.0074954215
Severe Toxicity0.0049591064
Low Tox 0.16158698 Constructive 0.785
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It is an invasion
It is an invasion
Identity Attack0.058856625
Insult0.03158728
Profanity0.049427703
Threat0.011146127
Severe Toxicity0.006904602
Low Tox 0.16098402 Moderate Con 0.323 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler, you should do a video about Scarborough/Markham and the Chinese invasion. I would love to show you around!!!
Tyler, you should do a video about Scarborough/Markham and the Chinese invasion. I would love to show you around!!!
Identity Attack0.10815793
Insult0.032138187
Profanity0.024541125
Threat0.017674083
Severe Toxicity0.0059509277
Low Tox 0.15932569 Moderate Con 0.486 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Glad you called it what it is. An invasion.
Glad you called it what it is. An invasion.
Identity Attack0.045901958
Insult0.05262003
Profanity0.017845914
Threat0.009100696
Severe Toxicity0.004234314
Low Tox 0.15822013 Moderate Con 0.346 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
INVASION
INVASION
Identity Attack0.052035484
Insult0.026444806
Profanity0.04792466
Threat0.017674083
Severe Toxicity0.008964539
Low Tox 0.15766735 Low Con 0.294
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
INVASION
INVASION
Identity Attack0.052035484
Insult0.026444806
Profanity0.04792466
Threat0.017674083
Severe Toxicity0.008964539
Low Tox 0.15766735 Low Con 0.294
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I am not biased for Indians or any community, but the criticism for any community invasion should be shown towards the government for allowing it. The policies allow immigrants from India to come to Canada
I am not biased for Indians or any community, but the criticism for any community invasion should be shown towards the government for allowing it. The policies allow immigrants from India to come to Canada
Identity Attack0.18705739
Insult0.030044744
Profanity0.01620627
Threat0.007586042
Severe Toxicity0.0032234192
Low Tox 0.15711457 Constructive 0.642
Jan 27, 2026 Inside Canada's Indian Invasion...
Quiet invasion , keep assuming
Quiet invasion , keep assuming
Identity Attack0.028886627
Insult0.04207976
Profanity0.025087673
Threat0.011922873
Severe Toxicity0.004711151
Low Tox 0.15600902 Low Con 0.234 Fear_Threat
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
To be honest back in Canada they let anyone foreign from different countries but I wouldn't say it's an invasion more like bad management.
To be honest back in Canada they let anyone foreign from different countries but I wouldn't say it's an invasion more like bad management.
Identity Attack0.10221587
Insult0.058475737
Profanity0.01402008
Threat0.007081157
Severe Toxicity0.0028419495
Low Tox 0.15600902 Constructive 0.559 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Infestation not invasion 🤦🏿‍♂️
Infestation not invasion 🤦🏿‍♂️
Identity Attack0.014149316
Insult0.032799274
Profanity0.049177196
Threat0.012181788
Severe Toxicity0.006866455
Low Tox 0.15490346 Low Con 0.117 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
This is all by design including the invasion of Europe.
This is all by design including the invasion of Europe.
Identity Attack0.1015541
Insult0.025542418
Profanity0.029596692
Threat0.014220826
Severe Toxicity0.0063323975
Low Tox 0.15435068 Low Con 0.159
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
From California! I’ve heard about this “ Indian invasion” ( that was the internets wording not mine) and I’ve been so intrigued to learn more! Thank you for covering this!,
From California! I’ve heard about this “ Indian invasion” ( that was the internets wording not mine) and I’ve been so intrigued to learn more! Thank you for covering this!,
Identity Attack0.14875233
Insult0.033790905
Profanity0.03915693
Threat0.012440704
Severe Toxicity0.0065612793
Low Tox 0.1537979 Constructive 0.627 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
invasive species
invasive species
Identity Attack0.06613251
Insult0.03423163
Profanity0.05168226
Threat0.011249693
Severe Toxicity0.0077819824
Low Tox 0.15213956 Moderate Con 0.396
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
It happened way too fast, too many of one ethnicity suddenly pouring in over a couple years is bound to cause issues with a population, in older times it was called invasion
It happened way too fast, too many of one ethnicity suddenly pouring in over a couple years is bound to cause issues with a population, in older times it was called invasion
Identity Attack0.10221587
Insult0.02657372
Profanity0.029050145
Threat0.011741633
Severe Toxicity0.0064849854
Low Tox 0.15213956 Moderate Con 0.369
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Invasive species
Invasive species
Identity Attack0.06476828
Insult0.034341812
Profanity0.049177196
Threat0.010731863
Severe Toxicity0.0074005127
Low Tox 0.15048122 Moderate Con 0.388 Identity_Assertion
Feb 6, 2026 Inside Canada's Indian Invasion...
Invasive species
Invasive species
Identity Attack0.06522302
Insult0.034451995
Profanity0.05017922
Threat0.01086132
Severe Toxicity0.0074768066
Low Tox 0.15048122 Moderate Con 0.388
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
It is an invasion. Open your eyes people.
It is an invasion. Open your eyes people.
Identity Attack0.028016793
Insult0.03566399
Profanity0.019622196
Threat0.011042561
Severe Toxicity0.0035858154
Low Tox 0.1460314 Low Con 0.137
Dec 28, 2025 Deportations From Canada at Their …
15:10, The liberal government is facilitating a social invasion to remain in power. They provide benefits to certain groups and say, "We, the liberals, did this for you. Vote for us, or you'll lose everything." …
15:10, The liberal government is facilitating a social invasion to remain in power. They provide benefits to certain groups and say, "We, the liberals, did this for you. Vote for us, or you'll lose everything." This initiative began in 2015 under the leadership of Justin Trudeau, who is often perceived as a puppet of the World Economic Forum (WEF). Your vote is overshadowed by the large cities that are controlled by liberals. If you want a glimpse of Canada, look at what's happening in England right now. If nothing changes, that could be the future of this country!💯
Identity Attack0.027815815
Insult0.07555214
Profanity0.019690514
Threat0.00789674
Severe Toxicity0.0025367737
Low Tox 0.14429577 Constructive 0.639 Unverified_Claim
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
There’s also a lot of gun violence in Brampton and home invasions. That place is the biggest joke in Ontario. Sad to see this happen
There’s also a lot of gun violence in Brampton and home invasions. That place is the biggest joke in Ontario. Sad to see this happen
Identity Attack0.03636306
Insult0.03885912
Profanity0.01354185
Threat0.029587816
Severe Toxicity0.0041389465
Low Tox 0.14256015 Moderate Con 0.388 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
Identity Attack0.06294931
Insult0.04149419
Profanity0.012380436
Threat0.007935578
Severe Toxicity0.0025367737
Low Tox 0.14082454 Moderate Con 0.327 Unverified_Claim
Aug 25, 2025 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.