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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: "In India, there is no …" 2,270 comments · Page 88 of 91
Punjab= India.
Punjab= India.
Identity Attack0.029660052
Insult0.020450363
Profanity0.01941724
Threat0.0075083673
Severe Toxicity0.003566742
Low Tox 0.036162965 Low Con 0.292 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
America targeting canada to become 51st state but it's actually 29th state of india😂
America targeting canada to become 51st state but it's actually 29th state of india😂
Identity Attack0.019475231
Insult0.014086916
Profanity0.013268576
Threat0.0069905366
Severe Toxicity0.0013923645
Low Tox 0.036162965 Low Con 0.192
Jan 27, 2026 Inside Canada's Indian Invasion...
What I don't understand is why can't they make India a greater place to live? Canada is great because our ancestors fought for our rights and liberties.
What I don't understand is why can't they make India a greater place to live? Canada is great because our ancestors fought for our rights and liberties.
Identity Attack0.02439919
Insult0.012148905
Profanity0.012073003
Threat0.006440342
Severe Toxicity0.0012683868
Low Tox 0.036162965 Constructive 0.668
Nov 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Fun Fact - Punjab exists in both India and Pakistan, so People saying that they're from Punjab is a good cover to not say which country they're from.
Fun Fact - Punjab exists in both India and Pakistan, so People saying that they're from Punjab is a good cover to not say which country they're from.
Identity Attack0.026408968
Insult0.013592913
Profanity0.016137952
Threat0.00704232
Severe Toxicity0.0012588501
Low Tox 0.03592727 Moderate Con 0.436 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
punjabi are the best / elite of india. punjabis are good people. sat sri akal my brothers and sisters
punjabi are the best / elite of india. punjabis are good people. sat sri akal my brothers and sisters
Identity Attack0.024801146
Insult0.013782915
Profanity0.02385794
Threat0.009981008
Severe Toxicity0.0032806396
Low Tox 0.03592727 Moderate Con 0.458 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Check on the root cause… welcome to India!
Check on the root cause… welcome to India!
Identity Attack0.019374741
Insult0.012490907
Profanity0.014703264
Threat0.008582866
Severe Toxicity0.0021457672
Low Tox 0.03592727 Moderate Con 0.369 Comparative_Framing
Aug 26, 2025 Why Canadians Are Turning Against …
India..., such a beautiful culture..., living in troubled times, is the lot of us all.
India..., such a beautiful culture..., living in troubled times, is the lot of us all.
Identity Attack0.020178653
Insult0.011996903
Profanity0.019485557
Threat0.009281937
Severe Toxicity0.0019264221
Low Tox 0.035691574 Constructive 0.519 Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Are we in Canada or India
Are we in Canada or India
Identity Attack0.02238941
Insult0.012072904
Profanity0.01442999
Threat0.0070034824
Severe Toxicity0.0016593933
Low Tox 0.03545588 Low Con 0.246
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm glad India is finally getting the recognition it deserves
I'm glad India is finally getting the recognition it deserves
Identity Attack0.02238941
Insult0.011692902
Profanity0.018255826
Threat0.010913103
Severe Toxicity0.0025939941
Low Tox 0.034984488 Moderate Con 0.403 Comparative_Framing
Feb 11, 2026 Inside Canada's Indian Invasion...
Canadians in India 🇮🇳
Canadians in India 🇮🇳
Identity Attack0.023595277
Insult0.013972916
Profanity0.016069634
Threat0.007754337
Severe Toxicity0.0020599365
Low Tox 0.034984488 Moderate Con 0.364 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
Identity Attack0.025806036
Insult0.010476895
Profanity0.014600786
Threat0.0070164283
Severe Toxicity0.0014591217
Low Tox 0.034748793 Moderate Con 0.495 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Climate pollution (gases, solid waste) is the HIGHEST in the world, above that in China (after adjusted for mannufacturing output, which is negligible in India , as opposed to China).
Climate pollution (gases, solid waste) is the HIGHEST in the world, above that in China (after adjusted for mannufacturing output, which is negligible in India , as opposed to China).
Identity Attack0.018269362
Insult0.014390918
Profanity0.010296722
Threat0.0063367756
Severe Toxicity0.0012969971
Low Tox 0.034748793 Moderate Con 0.377
Nov 21, 2025 1 likes Why Canadians Are Turning Against …
I see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go). I hope …
I see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go). I hope Canadians get to live the way they want.
Identity Attack0.024198212
Insult0.012452906
Profanity0.012141321
Threat0.0066215824
Severe Toxicity0.0014209747
Low Tox 0.034748793 Constructive 0.744 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro we live in India now omg 2 likes😊
Bro we live in India now omg 2 likes😊
Identity Attack0.01766643
Insult0.012566907
Profanity0.024404489
Threat0.009385503
Severe Toxicity0.0032424927
Low Tox 0.034513097 Moderate Con 0.454 Identity_Assertion
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
This proof that India just needs the Canada system over there and they will be fine
This proof that India just needs the Canada system over there and they will be fine
Identity Attack0.022188433
Insult0.013402912
Profanity0.0147374235
Threat0.007068211
Severe Toxicity0.0016498566
Low Tox 0.034513097 Low Con 0.125
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Im also an immigrant but I came here because I liked Canadian culture, I didn't want to bring my Country's culture here. I simply wanted to live a North American lifestyle. This is entirely different. …
Im also an immigrant but I came here because I liked Canadian culture, I didn't want to bring my Country's culture here. I simply wanted to live a North American lifestyle. This is entirely different. Its just changing your location, and continuing to live in a mini India inside a different geography. If I want to experience my country's culture again and if I miss it I simply do a visit to my family back home.
Identity Attack0.025002124
Insult0.012414906
Profanity0.011816809
Threat0.0062008454
Severe Toxicity0.0011301041
Low Tox 0.034513097 Constructive 0.717
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Today I travelled the border between India & Pakistan - Airport Road.
Today I travelled the border between India & Pakistan - Airport Road.
Identity Attack0.023997234
Insult0.010210892
Profanity0.018734055
Threat0.010602405
Severe Toxicity0.0021457672
Low Tox 0.033806015 Moderate Con 0.361 Personal_Narrative
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of living, under paying jobs, and astronomical Post secondary prices to get basic diplomas I know for a fact that 90's babies will be the last generation to have more then one child. Another issue is the recruitment centers in India, funded by Canadian corporations looking for cheap labor, promising the world to struggling Indians only to back out of every promise they made, and put the burden on the government and Canadians. This plus a lack of population control in India, is set that to have Indians to be over 25% of the global population in the next 50 years.
Identity Attack0.012061302
Insult0.016784932
Profanity0.0128245065
Threat0.0067186756
Severe Toxicity0.0013065338
Low Tox 0.03357032 Constructive 0.641 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
new india
new india
Identity Attack0.01857083
Insult0.012604907
Profanity0.021056883
Threat0.011094344
Severe Toxicity0.0025177002
Low Tox 0.033334624 Moderate Con 0.391
Jan 28, 2026 Inside Canada's Indian Invasion...
India i think spread in many countries!
India i think spread in many countries!
Identity Attack0.021183543
Insult0.0113889
Profanity0.019690514
Threat0.00866054
Severe Toxicity0.0020122528
Low Tox 0.032863233 Moderate Con 0.339 Comparative_Framing
Feb 9, 2026 Inside Canada's Indian Invasion...
Why do they keep saying Punjab that territory and province is in India.
Why do they keep saying Punjab that territory and province is in India.
Identity Attack0.023193322
Insult0.011692902
Profanity0.013849284
Threat0.0069387536
Severe Toxicity0.0012874603
Low Tox 0.032627538 Low Con 0.255 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
People of India help them to live.
People of India help them to live.
Identity Attack0.021083053
Insult0.011654901
Profanity0.018119188
Threat0.008712323
Severe Toxicity0.0019073486
Low Tox 0.032391842 Moderate Con 0.39 Solidarity
Feb 24, 2026 Inside Canada's Indian Invasion...
Love form india
Love form india
Identity Attack0.019877186
Insult0.012870909
Profanity0.022013342
Threat0.008492245
Severe Toxicity0.0024986267
Low Tox 0.032156147 Moderate Con 0.429 Solidarity
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
The fact we allowed over 3 million temporary work visa all from India should be looked into! What there are no other countries?
The fact we allowed over 3 million temporary work visa all from India should be looked into! What there are no other countries?
Identity Attack0.019776696
Insult0.011312899
Profanity0.011594773
Threat0.0063950317
Severe Toxicity0.0010108948
Low Tox 0.032156147 Moderate Con 0.338 Policy_Critique
Sep 29, 2025 449 likes IRCC Names India in Study …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)

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.