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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: "They are not indian they …" 4,309 comments · Page 100 of 173
They are not Indians but Pajeets, So stop Calling them Indians
They are not Indians but Pajeets, So stop Calling them Indians
Identity Attack0.37361985
Insult0.27969417
Profanity0.15371579
Threat0.015256803
Severe Toxicity0.023076924
Moderate 0.32397532 Low Con 0.184 Identity_Assertion
Feb 24, 2026 Inside Canada's Indian Invasion...
3 million Indians since 2014 - 2021. The figure is likely accurate, if not low, because it focuses on new arrivals (both permanent and temporary) rather than just PRs. The real number is quite literally …
3 million Indians since 2014 - 2021. The figure is likely accurate, if not low, because it focuses on new arrivals (both permanent and temporary) rather than just PRs. The real number is quite literally not able to be found, as the government is very corrupt and hides the data officially. The upcoming census 2026 is going to be DISGUSTING. 2021 and beyond the rate of forced migration was south asians taking up 60 percent of the immigrants, how is that reasonable, nor racist, and how can we even vet these people properly to have quality assimilants?
Identity Attack0.2839175
Insult0.26957804
Profanity0.064458095
Threat0.010110466
Severe Toxicity0.010757446
Moderate 0.32397532 Constructive 0.553 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
No one is talking about red indians whom are wiped out by europeans and captured there land.
No one is talking about red indians whom are wiped out by europeans and captured there land.
Identity Attack0.3819294
Insult0.11978693
Profanity0.091633186
Threat0.06270605
Severe Toxicity0.016512826
Moderate 0.32397532 Low Con 0.244
Sep 25, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
Indian in"vasion ? Well it's evident from frustrated Europe"an migrants into Canada. They earn nearly half of what a well skilled Indian do.
Indian in"vasion ? Well it's evident from frustrated Europe"an migrants into Canada. They earn nearly half of what a well skilled Indian do.
Identity Attack0.3819294
Insult0.1662211
Profanity0.02392626
Threat0.007974415
Severe Toxicity0.010223389
Moderate 0.3234372 Moderate Con 0.499 Comparative_Framing
Mar 1, 2026 Inside Canada's Indian Invasion...
give it a few years these indians will be saying they are canadian just like how pakistanis in england believe they are english.
give it a few years these indians will be saying they are canadian just like how pakistanis in england believe they are english.
Identity Attack0.39773783
Insult0.16480011
Profanity0.059948977
Threat0.010162249
Severe Toxicity0.013672344
Moderate 0.3234372 Low Con 0.201 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Watching from Kolkata, India. In my city and surrounding areas, we have illegal immigrants who are mostly Muslim Bangladeshi. They dont assimilate, hate Hindus or non muslims in general, do illegal stuff and busy in …
Watching from Kolkata, India. In my city and surrounding areas, we have illegal immigrants who are mostly Muslim Bangladeshi. They dont assimilate, hate Hindus or non muslims in general, do illegal stuff and busy in converting and reproducing so that demographic change can happen and it has happened in many districts. The government is helping them to gain vote banks. I completely understand them. Even in India we know the people that went to Canada were shady even in India. Many of them sit in Canada and issue threats to Indians and India. This is all well known.
Identity Attack0.39870077
Insult0.18107465
Profanity0.057944927
Threat0.011612174
Severe Toxicity0.013866014
Moderate 0.3234372 Constructive 0.654
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I drove through Toronto and I barely saw any white people just Indians.
I drove through Toronto and I barely saw any white people just Indians.
Identity Attack0.40883094
Insult0.082372494
Profanity0.058946952
Threat0.009644418
Severe Toxicity0.011367798
Moderate 0.3234372 Moderate Con 0.371 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
All I see is European immigrants mad at Indian immigrants. Somebody tell them they aren't from the land neither 🤷🏾
All I see is European immigrants mad at Indian immigrants. Somebody tell them they aren't from the land neither 🤷🏾
Identity Attack0.38230872
Insult0.14331897
Profanity0.078378424
Threat0.00951496
Severe Toxicity0.012054443
Moderate 0.3234372 Low Con 0.276 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Now next time ask Red Indians how they feel about America 😂😂
Now next time ask Red Indians how they feel about America 😂😂
Identity Attack0.37292135
Insult0.0820023
Profanity0.099305905
Threat0.014048163
Severe Toxicity0.016641939
Moderate 0.3234372 Low Con 0.22 Humor_Satire
Feb 10, 2026 3 likes Inside Canada's Indian Invasion...
It's funny how people think racism is terrible while the most racism race is taking advantage of it. yes, Indian HRs only hire Indians. that's not racism, that's truth.
It's funny how people think racism is terrible while the most racism race is taking advantage of it. yes, Indian HRs only hire Indians. that's not racism, that's truth.
Identity Attack0.3817989
Insult0.15556364
Profanity0.06345607
Threat0.009903334
Severe Toxicity0.0128976675
Moderate 0.3234372 Moderate Con 0.464
Oct 1, 2025 511 likes IRCC Names India in Study …
say what you want about indians, -at least they work, -don't take government money to live on welfare for their 10+ kids, -buy out all the houses and sell it for cheap to a specific …
say what you want about indians, -at least they work, -don't take government money to live on welfare for their 10+ kids, -buy out all the houses and sell it for cheap to a specific group of people, and in the intro alone had actual honest opinions from indian people about what's going on then in the 2 jew videos combined
Identity Attack0.37222284
Insult0.10148193
Profanity0.10611444
Threat0.014911477
Severe Toxicity0.017739398
Moderate 0.3234372 Moderate Con 0.385 Identity_Assertion
Feb 24, 2026 2 likes Inside Canada's Indian Invasion...
Indians on top 🔝 yes of course we can see that ! Canada has been abused!
Indians on top 🔝 yes of course we can see that ! Canada has been abused!
Identity Attack0.36702603
Insult0.14331897
Profanity0.054938845
Threat0.014393489
Severe Toxicity0.011138916
Moderate 0.3234372 Moderate Con 0.341
Oct 12, 2025 IRCC Names India in Study …
East Indian people paint their houses with cow dung. They believe that because “Krishna” was the highest manifestation of God who was a “cow herd” loved cows. That’s where the term “sacred cow” comes from. …
East Indian people paint their houses with cow dung. They believe that because “Krishna” was the highest manifestation of God who was a “cow herd” loved cows. That’s where the term “sacred cow” comes from. Krishna is the Indian God of love. Hindus have taken this belief to the extreme by consuming cow dung,…
Identity Attack0.37655997
Insult0.16861114
Profanity0.11663672
Threat0.01254427
Severe Toxicity0.019482423
Moderate 0.32289913 Constructive 0.518 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Pay no taxes???? Abuse the system? I don't know one Indian person on welfare but I know a ton of white people.
Pay no taxes???? Abuse the system? I don't know one Indian person on welfare but I know a ton of white people.
Identity Attack0.37879246
Insult0.08434689
Profanity0.027410502
Threat0.009256045
Severe Toxicity0.008392334
Moderate 0.32289913 Moderate Con 0.49
Nov 17, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
at 10:40 when any religion takes over any other religious historical place then we know theres no respect not so nice watch ypu all doing in my lords house in church when you dont even …
at 10:40 when any religion takes over any other religious historical place then we know theres no respect not so nice watch ypu all doing in my lords house in church when you dont even believe in jesus christ ? and at 14:50 he just discriminated against all religions by associating them with a negative word ? isnt that interesting the evidence is quite clear its called canada the real native indians are from canada natives its a fact i noticed white agressions lately strange ?
Identity Attack0.37361985
Insult0.11616662
Profanity0.029050145
Threat0.010913103
Severe Toxicity0.010604858
Moderate 0.32289913 Moderate Con 0.488 Policy_Critique
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
im an indian residing in canada and the problem at hand by immigrants from my country is they push their culture into a country thats not home like its so annoying that people cant respect …
im an indian residing in canada and the problem at hand by immigrants from my country is they push their culture into a country thats not home like its so annoying that people cant respect places and customs and the other part of the group who dont contribute to that tomfoolery also get blamed for the actions of the inconsiderate few .PEOPLE, RESPECT THEIR COUNTRY AND THEY WILL RESPECT US its really not that hard
Identity Attack0.2846865
Insult0.24928534
Profanity0.07126612
Threat0.007365964
Severe Toxicity0.0126394415
Moderate 0.32236105 Constructive 0.649
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
In Edmonton Indians are demanding that Canadian elections be changed to accommodate Indian culture. Go home if you don’t like our traditions
In Edmonton Indians are demanding that Canadian elections be changed to accommodate Indian culture. Go home if you don’t like our traditions
Identity Attack0.37361985
Insult0.12883772
Profanity0.025360947
Threat0.010421164
Severe Toxicity0.009994507
Moderate 0.32236105 Low Con 0.274 Identity_Assertion
Sep 27, 2025 Why Canadians Are Turning Against …
Its crazy too because 10 years ago we loved immigrants when it was done properly and a an acceptable rate. Now actual indians are getting a bad rep
Its crazy too because 10 years ago we loved immigrants when it was done properly and a an acceptable rate. Now actual indians are getting a bad rep
Identity Attack0.36702603
Insult0.1798321
Profanity0.16031636
Threat0.009592636
Severe Toxicity0.0128976675
Moderate 0.32236105 Moderate Con 0.482 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
For social cohesion , peace and stability, government of Canada should completely stop Indian migration. This is no longer racism. It is a pragmatism
For social cohesion , peace and stability, government of Canada should completely stop Indian migration. This is no longer racism. It is a pragmatism
Identity Attack0.3857254
Insult0.10148193
Profanity0.017982552
Threat0.009592636
Severe Toxicity0.0119018555
Moderate 0.32236105 Moderate Con 0.353 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We dont need a single international student or study permit type of fellow. Get them all out and close the doors to new entries. The indians who have done this process illegaly , you have …
We dont need a single international student or study permit type of fellow. Get them all out and close the doors to new entries. The indians who have done this process illegaly , you have ruined the reputation of all south asians all around canada with your behaviour and lack of care for this country. You used to need to be fully educated and have money in hand to be CONsIDERED for immigration in the past. Its a joke now
Identity Attack0.36702603
Insult0.17361937
Profanity0.022901481
Threat0.010447056
Severe Toxicity0.011444092
Moderate 0.32182294 Moderate Con 0.433
Oct 6, 2025 IRCC Names India in Study …
History repeats itself - what Europeans did to native red Indians , is now what Indians will do to Americans 😬
History repeats itself - what Europeans did to native red Indians , is now what Indians will do to Americans 😬
Identity Attack0.38318536
Insult0.0838533
Profanity0.05543986
Threat0.018537397
Severe Toxicity0.015221698
Moderate 0.32182294 Low Con 0.265
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I live here , no mention of the violence between the Sikh and Hindu groups (even parking lot riots) and the religious stuff put in the creeks and the Credit river and rooming houses generally …
I live here , no mention of the violence between the Sikh and Hindu groups (even parking lot riots) and the religious stuff put in the creeks and the Credit river and rooming houses generally do not allow cooking so trash from takeout every where they eat while walking home and throw it beside the sidewalks and in 30 minutes I could drive you by dozens of food trucks near bus stops and now the highest car insurance in Canada I have Indian friends and neighbors who complain about it
Identity Attack0.36702603
Insult0.23237456
Profanity0.032894265
Threat0.012803185
Severe Toxicity0.012435913
Moderate 0.32182294 Constructive 0.687 Personal_Narrative
Dec 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I have met some really good indians from the plder generation that came here in 90s....but most of the ones that have come here on last 6 years are absolutely the bottom of the barreel. …
I have met some really good indians from the plder generation that came here in 90s....but most of the ones that have come here on last 6 years are absolutely the bottom of the barreel. Even the older indians are hating on the new ones.
Identity Attack0.37655997
Insult0.16897665
Profanity0.1352073
Threat0.013321015
Severe Toxicity0.01483436
Moderate 0.32182294 Constructive 0.566
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
60% india. As for the government data, still even today doesn't make hundreds ruppe a day 60% of India that roughly work about 70cr indians people's you don't make even hundreds rupees per day India …
60% india. As for the government data, still even today doesn't make hundreds ruppe a day 60% of India that roughly work about 70cr indians people's you don't make even hundreds rupees per day India is a poor country In india where 90cr indians can't afford 2 time food 50lakh childrens die every year due to the hunger 30cr indians are homeless 40cr Indians living in deadly slums 800 million Indian waiting everymonth for 5kg atta (source indian gourmet data 2024) So Indians love india so much they are immigrated to Canada, UK, Europe and the USA to talk about how great India is 😂😂😂
Identity Attack0.3758158
Insult0.26957804
Profanity0.16403814
Threat0.13346854
Severe Toxicity0.024725812
Moderate 0.32182294 Constructive 0.543 Humor_Satire
Feb 24, 2026 Inside Canada's Indian Invasion...
Noticing this pattern too often now Indians will say their country is best. Proceed to move to usa uk etc Will say they have best culture Proceed to wear American western European clothing enjoy english …
Noticing this pattern too often now Indians will say their country is best. Proceed to move to usa uk etc Will say they have best culture Proceed to wear American western European clothing enjoy english and Christmas but frown upon their own culture customs as outdated Will claim they have the best people on the world. But still kiss the boots of a white man and frown upon their own brown little jeets Will say they have best this thya But depend on foreign tech forieng brands forieng accent etc.
Identity Attack0.3817989
Insult0.23237456
Profanity0.18663849
Threat0.049774777
Severe Toxicity0.023076924
Moderate 0.32182294 Moderate Con 0.335
Jan 27, 2026 Inside Canada's Indian Invasion...

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.