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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 #}

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Active: "In India, there is no …" 2,270 comments · Page 85 of 91
India in indian (benua america)
India in indian (benua america)
Identity Attack0.050216515
Insult0.017743196
Profanity0.02474608
Threat0.008789998
Severe Toxicity0.0032424927
Low Tox 0.054779384 Low Con 0.181 Humor_Satire
Feb 14, 2026 Inside Canada's Indian Invasion...
Brampton has been pure India since the late 80s same as Surrey
Brampton has been pure India since the late 80s same as Surrey
Identity Attack0.04203484
Insult0.020256994
Profanity0.022149978
Threat0.0074565844
Severe Toxicity0.0025367737
Low Tox 0.054779384 Low Con 0.28 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada to Can India 💪🏻
Canada to Can India 💪🏻
Identity Attack0.034042787
Insult0.020192537
Profanity0.023311393
Threat0.009359611
Severe Toxicity0.004386902
Low Tox 0.05378982 Moderate Con 0.363
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
bro you gotta come to fiji, experience india in the pacific
bro you gotta come to fiji, experience india in the pacific
Identity Attack0.025002124
Insult0.014732921
Profanity0.025087673
Threat0.0103175985
Severe Toxicity0.0031089783
Low Tox 0.05354243 Moderate Con 0.322 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I have such mixed feelings watching this video and the following is just my opinion. I am an immigrant from India too and I love my country's values and culture but I also realize its …
I have such mixed feelings watching this video and the following is just my opinion. I am an immigrant from India too and I love my country's values and culture but I also realize its drawbacks. When I came here, my immediate instinct was not to change everything to how it was back home...It was rather to learn the culture and values of Canada too (which I know is in and itself a mixture of multiple cultures). If you are reading this my fellow Indians, It is truly my most humble request to remember that you don't have have to quit your culture, but that does not mean that you make no effort or take part in involving yourself in other cultures or mock them. You have the chance to better a country that has offered YOU a better life. Please don't ruin things for other immigrants or Canadians. We are resilient, and we can choose the best of both worlds.
Identity Attack0.035331827
Insult0.020837102
Profanity0.018324144
Threat0.0071070488
Severe Toxicity0.0020980835
Low Tox 0.05354243 Constructive 0.863 Personal_Narrative
Nov 1, 2025 78 likes Inside Canada's Indian Metropolis (Brampton)
This is not Canada 🇨🇦 This is India 🇮🇳
This is not Canada 🇨🇦 This is India 🇮🇳
Identity Attack0.037136484
Insult0.014960921
Profanity0.015386449
Threat0.0065956907
Severe Toxicity0.0020122528
Low Tox 0.05354243 Low Con 0.185 Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
People from India want more freedom and are embracing modern life more.
People from India want more freedom and are embracing modern life more.
Identity Attack0.048737846
Insult0.017163089
Profanity0.020783609
Threat0.008556974
Severe Toxicity0.0024986267
Low Tox 0.05354243 Low Con 0.255 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
90% of them are from a particular state in India and people from this state are very close to liberals heart. I hope you all understand what I mean
90% of them are from a particular state in India and people from this state are very close to liberals heart. I hope you all understand what I mean
Identity Attack0.034816213
Insult0.018581128
Profanity0.016103793
Threat0.00675104
Severe Toxicity0.0016021729
Low Tox 0.05280026 Constructive 0.517 Unverified_Claim
Oct 1, 2025 1 likes IRCC Names India in Study …
Canada 🇨🇦 needs more Indian……Canada should sign free trade and labor deal with India 🇮🇳
Canada 🇨🇦 needs more Indian……Canada should sign free trade and labor deal with India 🇮🇳
Identity Attack0.046159767
Insult0.0151129225
Profanity0.01174849
Threat0.0067834044
Severe Toxicity0.0018978119
Low Tox 0.05230548 Low Con 0.164 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bramptons been little India for 20 plus years I personally have family that’s lived there now since the 80s
Bramptons been little India for 20 plus years I personally have family that’s lived there now since the 80s
Identity Attack0.034558404
Insult0.020063626
Profanity0.01982715
Threat0.007521313
Severe Toxicity0.0021457672
Low Tox 0.05205809 Constructive 0.524 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Would we be allowed to build multiple churches and jesus statues so freely over in india
Would we be allowed to build multiple churches and jesus statues so freely over in india
Identity Attack0.03919895
Insult0.012680908
Profanity0.017982552
Threat0.008867673
Severe Toxicity0.0026893616
Low Tox 0.051563308 Low Con 0.195 Comparative_Framing
Feb 5, 2026 Inside Canada's Indian Invasion...
I'm Indian and when I was 2, I thought canada was a state in india because how much my parents mention it.
I'm Indian and when I was 2, I thought canada was a state in india because how much my parents mention it.
Identity Attack0.049989145
Insult0.015644927
Profanity0.017231047
Threat0.006861079
Severe Toxicity0.001821518
Low Tox 0.051563308 Constructive 0.519 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I've read India has the biggest number of unemployed men under 50ty. No wonder why they're moving to different countries despite the fact the life is easier in India, like he said.
I've read India has the biggest number of unemployed men under 50ty. No wonder why they're moving to different countries despite the fact the life is easier in India, like he said.
Identity Attack0.04667538
Insult0.016556932
Profanity0.011936366
Threat0.006763986
Severe Toxicity0.0015830994
Low Tox 0.051563308 Constructive 0.636 Comparative_Framing
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I thought I was sightseeing India!😂
I thought I was sightseeing India!😂
Identity Attack0.036878675
Insult0.0154929245
Profanity0.022559889
Threat0.008634649
Severe Toxicity0.0026893616
Low Tox 0.051563308 Moderate Con 0.402 Humor_Satire
Feb 24, 2026 Inside Canada's Indian Invasion...
This means the whole county of India is technically Canadian
This means the whole county of India is technically Canadian
Identity Attack0.041261412
Insult0.015872927
Profanity0.01764096
Threat0.006479179
Severe Toxicity0.0018978119
Low Tox 0.051068526 Low Con 0.211
Jan 14, 2026 Canada’s new rules in 2026
I’m not shocked. One of my friends was dating a couple different men from India until they asked for her to marry them, they’d pay her money and divorce after they got their green card. …
I’m not shocked. One of my friends was dating a couple different men from India until they asked for her to marry them, they’d pay her money and divorce after they got their green card. Then said their plan was to go home, get married and bring their actual wife back to Canada.
Identity Attack0.037394293
Insult0.0154929245
Profanity0.0128245065
Threat0.006861079
Severe Toxicity0.0014209747
Low Tox 0.050573748 Moderate Con 0.482
Oct 2, 2025 IRCC Names India in Study …
as someone who lives in India.. I mean Canada, im excited to watch this video
as someone who lives in India.. I mean Canada, im excited to watch this video
Identity Attack0.035074018
Insult0.013288911
Profanity0.024267852
Threat0.009204263
Severe Toxicity0.002861023
Low Tox 0.050573748 Moderate Con 0.483
Jan 27, 2026 1,126 likes Inside Canada's Indian Invasion...
Dear Canadians, I know this is no consolation, but you are not alone in facing this problem. Here in Western Europe, in countries like the UK, Belgium, Germany, Sweden, and France, something similar is happening. …
Dear Canadians, I know this is no consolation, but you are not alone in facing this problem. Here in Western Europe, in countries like the UK, Belgium, Germany, Sweden, and France, something similar is happening. Here, it's different groups causing trouble and slowly but surely gaining majorities in cities. The EU is also now starting to make agreements with India, which will most likely lead to further migration to Europe. For me, Canada will always be the proud country I was fortunate enough to visit 20 years ago.
Identity Attack0.02821777
Insult0.020966014
Profanity0.013473531
Threat0.007327127
Severe Toxicity0.00166893
Low Tox 0.050573748 Constructive 0.795 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
@TylerOliveira Each State in INDIA🇮🇳 has its Own Culture, Language, Heritage, Cuisine, Traditional Dances and Festivals. Don't Flex the Words in your Video. They are from Punjab and in Punjab they Speak Punjabi. Note: 85% …
@TylerOliveira  Each State in INDIA🇮🇳 has its Own Culture, Language, Heritage, Cuisine, Traditional Dances and Festivals. Don't Flex the Words in your Video. They are from Punjab and in Punjab they Speak Punjabi. Note: 85% of Indian Born and Canadian Indian Born are Punjabis Rest are Haryanvi, Gujarati, Tamilan, Teluguits, Malyalis, Bengalis are remaining 14% in Canada 🇨🇦. -------- My Language is Kannada and we are not even 1% of Canadian Indian Population.
Identity Attack0.041003603
Insult0.017485369
Profanity0.012243799
Threat0.0059257476
Severe Toxicity0.0016498566
Low Tox 0.050573748 Constructive 0.628 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
You just wanted to hear her mention “ India” , satisfying isn’t it
You just wanted to hear her mention “ India” , satisfying isn’t it
Identity Attack0.02138452
Insult0.019161236
Profanity0.016889455
Threat0.006647474
Severe Toxicity0.0017166138
Low Tox 0.050078966 Low Con 0.236
Sep 29, 2025 IRCC Names India in Study …
Many Punjabis say from Punjab whereas the rest say from India.
Many Punjabis say from Punjab whereas the rest say from India.
Identity Attack0.052490227
Insult0.017807651
Profanity0.019212283
Threat0.006925808
Severe Toxicity0.0017642975
Low Tox 0.049831573 Low Con 0.293 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
I dians collect pensions, helathcare and benefits but live 6 months out if the year in India.
I dians collect pensions, helathcare and benefits but live 6 months out if the year in India.
Identity Attack0.04512853
Insult0.015644927
Profanity0.014395831
Threat0.007249452
Severe Toxicity0.0017166138
Low Tox 0.049831573 Moderate Con 0.461 Unverified_Claim
Jan 3, 2026 Inside Canada's Indian Metropolis (Brampton)
22years ago a family of four newcomers - mom, dad and two kids, from Pakistan, moved in next door to us in a small south west Ontario city. Beautiful neighbourhood with lovely homes. Within 18 …
22years ago a family of four newcomers - mom, dad and two kids, from Pakistan, moved in next door to us in a small south west Ontario city. Beautiful neighbourhood with lovely homes. Within 18 months there were 21 family members - parents, aunts, uncles, cousins, etc - packed in there and the government cheques were pouring in; surprise, surprise; suddenly they were able to start buying businesses and investment properties. Don’t get me wrong, they were nice and only took advantage of everything the government was offering but they certainly flaunted rules and what I’d call Canadian conventions. Their house and property was turning into a complete shithole and we did the “white flight” shortly afterwards. Make no mistake, whether it’s India or Pakistan, we are slowly, or maybe not so slowly, be colonized by those countries…and those are not nice countries.
Identity Attack0.018972786
Insult0.023221988
Profanity0.01982715
Threat0.0071717775
Severe Toxicity0.0020885468
Low Tox 0.049831573 Constructive 0.676 Personal_Narrative
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Who is here in india
Who is here in india
Identity Attack0.033269364
Insult0.015796926
Profanity0.020920247
Threat0.0073789097
Severe Toxicity0.0022888184
Low Tox 0.049831573 Moderate Con 0.4 Question
Sep 9, 2025 Why Canadians Are Turning Against …
For a second I thought it was India
For a second I thought it was India
Identity Attack0.04023018
Insult0.015340924
Profanity0.021876704
Threat0.0077154995
Severe Toxicity0.002412796
Low Tox 0.049831573 Moderate Con 0.351
Oct 1, 2025 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.