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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

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Active: "Blame the Liberals not the …" 60 comments · Page 2 of 3
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick off the hindu nationalidt govt in power). I know some folks, including my neighbour, who immigrated to Canada right after high School — they take services of immigration agents who have contacts with diploma mills there, get a student visa citing enrollment in a sham educational degree, join a minimum wage job and rig the whole process to attain PR & then citizenship — essentially giving low skilled, poorly assimilated labour the citizenship in Canada under guise of skilled or educated immigration. Even as an Indian, the whole situation is insane and astounding to say the least. Hindu Nationalism has spread its roots & conducts marches in Canada within the Indian Hindu areas like they do here in India and people have started performing river aartis as well (communal prayers to worship rivers) — all kinds of pernicious identitarianism is festering there. A ton of Indian immigrants now see Canada merely as a source to better life & resources, but relate to, & are patriotic towards India or assert their rawer religious Sikh or Hindu identity due to lack of any assimilatory pressure & absence of a well defined Canadian identity. Funniest part is Indians, esp Hindus, who vote for hindu nationalists ushering majoritarian policies in India, cheer for persecution of minorities and justify caste system, suddenly co-opt liberalism & decietfully use its talking points to defend their position as a minority in places they migrate to (they do not believe in so, and don't apply the same standards to themselves). If you wish to blame someone, blame the govt of Canada and its elites. At the end of the day, they wanted cheap manual labour, and opened the gates without much consideration.
Identity Attack0.3817989
Insult0.1935001
Profanity0.04141149
Threat0.12536226
Severe Toxicity0.01644827
Moderate 0.32764325 Constructive 0.694 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I don’t hate Indians. I just don’t want to live in India. I’m thankful I don’t live in Brampton but how long before my town turns into Brampton. Liberal government is too blame and if …
I don’t hate Indians. I just don’t want to live in India. I’m thankful I don’t live in Brampton but how long before my town turns into Brampton. Liberal government is too blame and if you voted liberal again you are as well. When conservatives were in power immigration was capped
Identity Attack0.381025
Insult0.110259406
Profanity0.06295506
Threat0.011094344
Severe Toxicity0.013672344
Moderate 0.32074678 Constructive 0.589 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation …
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation that keeps on messing with peoples lives boomers cuz both always vote in the worst way possible.
Identity Attack0.36702603
Insult0.16780703
Profanity0.024199532
Threat0.008013252
Severe Toxicity0.0074005127
Moderate 0.3140926 Moderate Con 0.499
Aug 26, 2025 Why Canadians Are Turning Against …
This is a Big Problem. But the problem was created by short sighted Canadian propaganda. They duped millions of vulnerable young people with false promises! People in Punjab were told by visiting, white Canadian politicians …
This is a Big Problem. But the problem was created by short sighted Canadian propaganda. They duped millions of vulnerable young people with false promises! People in Punjab were told by visiting, white Canadian politicians like Trudeau (who literally dressed up and danced all around India) that they are welcome in Canada and should sell whatever little they had in India and come here. They were poor and gullible and fell for it, and here we are! Canadian Government is FAR FAR stronger than any to-be immigrant group. Indian government pleaded with Canada to watch what kind of characters they were importing (google it)! And guess what Canada still voted for the Liberals! So who should shoulder the bulk of the blame?
Identity Attack0.2764353
Insult0.23704576
Profanity0.03715288
Threat0.009696201
Severe Toxicity0.009765625
Low Tox 0.28674445 Constructive 0.514
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that …
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that I want to live in or work in, I need to follow their rules, laws and respect their culture, not trash their country, and change their culture and country to my country. This is what has happened in Canada, too many fn people from India here and they’ve basically taken over everything in the country, again this is not their fault, it’s our own governments fault.
Identity Attack0.2949366
Insult0.16989174
Profanity0.059948977
Threat0.008272167
Severe Toxicity0.010528564
Low Tox 0.28674445 Constructive 0.559
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Hidden agenda is one n only one thing n that is to somehow put yr foot into Canada n get PR by hook or by crook. I can understand those coming in Canada want to …
Hidden agenda is one n only one thing n that is to somehow put yr foot into Canada n get PR by hook or by crook. I can understand those coming in Canada want to stay but the Liberals n the immigration who we trust to be loyal r to be blamed.
Identity Attack0.10235514
Insult0.25602314
Profanity0.05017922
Threat0.009903334
Severe Toxicity0.0073623657
Low Tox 0.2855005 Constructive 0.576 Policy_Critique
Jan 4, 2026 IRCC Names India in Study …
Blame the Liberals not the immigrants. They let them in!
Blame the Liberals not the immigrants. They let them in!
Identity Attack0.30103904
Insult0.08484049
Profanity0.020442016
Threat0.010731863
Severe Toxicity0.0074768066
Low Tox 0.2854903 Low Con 0.218 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming …
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming to Canada, but this is all a part But this is all on purpose by our very own Liberal governments. Liberal is the key word. The people who defy God.
Identity Attack0.32184324
Insult0.10148193
Profanity0.027410502
Threat0.008634649
Severe Toxicity0.006942749
Low Tox 0.2853768 Moderate Con 0.48
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Orders coming from the PM is the blame for all liberal ministers actions and words. Fire all of them 😂
Orders coming from the PM is the blame for all liberal ministers actions and words. Fire all of them 😂
Identity Attack0.02238941
Insult0.08484049
Profanity0.02522431
Threat0.34804323
Severe Toxicity0.008010864
Low Tox 0.2853768 Low Con 0.158 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Why blame a certain community? Liberals let in illegal migrants! And the unjust benefit system has ruined the fabric of the society.
Why blame a certain community? Liberals let in illegal migrants! And the unjust benefit system has ruined the fabric of the society.
Identity Attack0.27798235
Insult0.107333586
Profanity0.019963788
Threat0.009023022
Severe Toxicity0.0060653687
Low Tox 0.28312725 Moderate Con 0.35 Policy_Critique
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Liberals are to blame for all of this, it's becoming out of control
Liberals are to blame for all of this, it's becoming out of control
Identity Attack0.17381613
Insult0.13245803
Profanity0.029186781
Threat0.009747985
Severe Toxicity0.005455017
Low Tox 0.25462922 Low Con 0.251 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many - and the blame goes on both the provincial conservatives and federal liberals. The tuition freeze in Ontario caused colleges and universities to treat foreign students as an ATM to balance their budgets. Foreign enrollments skyrocketed, especially in colleges, with students paying top dollar for dubious degrees with no job prospects. This put strains on the job market, and the housing/rental market. As an educated Indian-American who now lives in Canada, it pains me to see my fellow countrymen dominating Uber, Uber Eats, Bicycle food delivery and Tim Hortons. No one uproots everything in their home country and comes all the way for this. Most of these people are here legally and they work really hard. A last word - leaving aside the Khalistan issue that has caused a wedge between Hindus and Sikhs - the Indian diaspora, especially the Sikh, are amazing in the amount of charitable work that they do. Their concept of seva is unmatched. No one goes hungry when there is a Gurdwara around, as there is always free nutritious food. Same is true for temples. Even a young poor Steve Jobs ate at Iskcon temples. Last point - while some of Canada's problems are because of excessive immigration, Canada would be nothing without immigrants. The population would decline, with a native fertility rate of under 1.4, and entitlement programs would be in deep trouble.
Identity Attack0.14019285
Insult0.123407245
Profanity0.016752819
Threat0.007586042
Severe Toxicity0.004787445
Low Tox 0.23090743 Constructive 0.813
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The Liberal Government is to blame for not just failed immigration policies, but MANY other thing's that have destroyed this Country!
The Liberal Government is to blame for not just failed immigration policies, but MANY other thing's that have destroyed this Country!
Identity Attack0.10221587
Insult0.0816321
Profanity0.0147374235
Threat0.010731863
Severe Toxicity0.004386902
Low Tox 0.22579013 Moderate Con 0.4
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Blame the liberal government and its immigration policy
Blame the liberal government and its immigration policy
Identity Attack0.17226285
Insult0.057890166
Profanity0.020988565
Threat0.011172019
Severe Toxicity0.0049972534
Low Tox 0.22311419 Low Con 0.221 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
you have the liberal government to blame for the mess we have here now .
you have the liberal government to blame for the mess we have here now .
Identity Attack0.055673428
Insult0.1505596
Profanity0.02433617
Threat0.008013252
Severe Toxicity0.0032615662
Low Tox 0.22043827 Low Con 0.218
Jul 23, 2025 2 likes How Canada broke its immigration …
Blame it on Liberals Carney and Justin Trudeau they are not for the citizens of Canadian ❤❤❤❤❤❤
Blame it on Liberals Carney and Justin Trudeau they are not for the citizens of Canadian ❤❤❤❤❤❤
Identity Attack0.1294935
Insult0.08582769
Profanity0.014942379
Threat0.009566744
Severe Toxicity0.0050354004
Low Tox 0.21776234 Moderate Con 0.31
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Blame whomever voted Liberal. I’m Albertan. We want out
Blame whomever voted Liberal. I’m Albertan. We want out
Identity Attack0.1232452
Insult0.06921569
Profanity0.020442016
Threat0.019228047
Severe Toxicity0.0059509277
Low Tox 0.21107252 Moderate Con 0.437
Aug 26, 2025 8 likes Why Canadians Are Turning Against …
Dont blame the punjabi and Sikh community. Alot of heart warming people. When you have a corruption of Canada government Carney and his liberals. This what happens when government has no accountability. Canada wasn't like …
Dont blame the punjabi and Sikh community. Alot of heart warming people. When you have a corruption of Canada government Carney and his liberals. This what happens when government has no accountability. Canada wasn't like this before. Want change clean up this liberal government. Its liberal supporters that allow this.
Identity Attack0.11976352
Insult0.13064787
Profanity0.014771583
Threat0.007262398
Severe Toxicity0.0036239624
Low Tox 0.21107252 Constructive 0.565 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberal government to blame
Liberal government to blame
Identity Attack0.10221587
Insult0.07365121
Profanity0.041160982
Threat0.01254427
Severe Toxicity0.0048828125
Low Tox 0.20572066 Low Con 0.25
Jan 22, 2026 Why Canada’s immigration system has …
At the beginning, immigrants DID NOT receive citizenship for 10 years. They could NOT be out of Canada for 5 years & were THOROUGHLY vetted, something that changed in 2015 when Trudeau was unfortunately elected!! …
At the beginning, immigrants DID NOT receive citizenship for 10 years. They could NOT be out of Canada for 5 years & were THOROUGHLY vetted, something that changed in 2015 when Trudeau was unfortunately elected!! Canadian citizenship is no longer precious & we have the LIBERALS & LIBERAL VOTERS to blame!!
Identity Attack0.13805299
Insult0.082619295
Profanity0.013302735
Threat0.0068869707
Severe Toxicity0.0041389465
Low Tox 0.20335422 Constructive 0.567 Policy_Critique
Feb 23, 2026 LILLEY UNLEASHED: The fall of …
Blame the liberals. Bad people will do bad thinks. It is our leader's responsibility to protect Canadians.
Blame the liberals. Bad people will do bad thinks. It is our leader's responsibility to protect Canadians.
Identity Attack0.116281845
Insult0.0836065
Profanity0.014805742
Threat0.012233571
Severe Toxicity0.0040626526
Low Tox 0.20149297 Moderate Con 0.323 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
The liberal government is to blame for all this. It is being done by design. They want us poor and hungry so that we become scared and obedient citizens.
The liberal government is to blame for all this. It is being done by design. They want us poor and hungry so that we become scared and obedient citizens.
Identity Attack0.052944973
Insult0.097093195
Profanity0.020032106
Threat0.009204263
Severe Toxicity0.0035476685
Low Tox 0.20032968 Low Con 0.295 Unverified_Claim
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Not Canada, the liberals are to blame. Gun violence has risen year after year since 2015. Housing crisis. Food/essentials go up weekly. Utility bills are astronomical. Liberals only make everything worse in every way.
Not Canada, the liberals are to blame. Gun violence has risen year after year since 2015. Housing crisis. Food/essentials go up weekly. Utility bills are astronomical. Liberals only make everything worse in every way.
Identity Attack0.07425626
Insult0.08434689
Profanity0.014225035
Threat0.010084574
Severe Toxicity0.0032615662
Low Tox 0.19789438 Moderate Con 0.398
Jun 22, 2025 How Canada broke its immigration …
Trudeau and the Liberals are to blame for all this. They sacrificed Canada to buy their votes 🤔
Trudeau and the Liberals are to blame for all this. They sacrificed Canada to buy their votes 🤔
Identity Attack0.05794714
Insult0.08582769
Profanity0.013405213
Threat0.008013252
Severe Toxicity0.0030899048
Low Tox 0.18459146 Low Con 0.234 Policy_Critique
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
Liberals have been in Power for over 10 years The Blame in the fall of our Country falls squarely on their Shoulders!!!!!!!!
Liberals have been in Power for over 10 years The Blame in the fall of our Country falls squarely on their Shoulders!!!!!!!!
Identity Attack0.052035484
Insult0.0817555
Profanity0.015215653
Threat0.008336896
Severe Toxicity0.0037002563
Low Tox 0.18174082 Low Con 0.267 Policy_Critique
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …

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.