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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: "from California and we are …" 41 comments · Page 1 of 2
That lady is 10000% correct about the auto insurance. Same bullshit is happening in California. Newsom and our dumb ass government lets illegals register cars without a drivers license and without insurance and it’s causing …
That lady is 10000% correct about the auto insurance. Same bullshit is happening in California. Newsom and our dumb ass government lets illegals register cars without a drivers license and without insurance and it’s causing my insurance to double year after fucking year on a 1996 Toyota with 200k miles. Same shit for CDL drivers. You have illegals with no license operating a train on wheels at 80mph on the freeway.
Identity Attack0.3817989
Insult0.6099415
Profanity0.70864636
Threat0.013165667
Severe Toxicity0.19455661
Toxic 0.743089 Constructive 0.557 Insult Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
How does that man know that they don't pay taxes? That fool! Fool, India is far from a shit hole. No doubt it has it's poorer sections but did you know that people are making …
How does that man know that they don't pay taxes? That fool! Fool, India is far from a shit hole. No doubt it has it's poorer sections but did you know that people are making hands over fists in India? California burger for one foreign white owned business. Yes sir,he's earning millions annually selling Mexican food in India. These poor Canadians, rural folk, don't travel, so they have no idea what they are talking about. Sadly.
Identity Attack0.4887047
Insult0.71551245
Profanity0.46222726
Threat0.01254427
Severe Toxicity0.16960317
Toxic 0.73663366 Constructive 0.559 Insult Moral_Argument
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
From Western Sydney to Sacramento California fuq the invasion it's Western Culture
From Western Sydney to Sacramento California fuq the invasion it's Western Culture
Identity Attack0.39773783
Insult0.42367843
Profanity0.6242122
Threat0.016465442
Severe Toxicity0.19149859
Moderate 0.6342749 Low Con 0.292
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is Minnesota on steroids , its run by a Liberal Cabal who import hundreds of thousands of 3rd world men, especially from Punjab in India to get a permanent vote bank in the same …
Canada is Minnesota on steroids , its run by a Liberal Cabal who import hundreds of thousands of 3rd world men, especially from Punjab in India to get a permanent vote bank in the same way California has done with other groups to the point they constantly vote Liberal. Canada is a complete shit show and the LMIA scams expose how big the rot is. I see more Turban in Toronto than Canadians its insane, it was not like this 20 or 30 years ago at all. Also the SIkhs/Panjabs in Canada will ultimately want an ethno state within Canada they have a lot more political power in Canada than in their native country .
Identity Attack0.4911651
Insult0.5130944
Profanity0.4185329
Threat0.030278467
Severe Toxicity0.16960317
Moderate 0.52139956 Moderate Con 0.455 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Yet no one will talk about the mass tens of millions of Mexican invasion in america in the southwest in Texas, California. Mexicans in america are a much worse problem.
Yet no one will talk about the mass tens of millions of Mexican invasion in america in the southwest in Texas, California. Mexicans in america are a much worse problem.
Identity Attack0.6007182
Insult0.40243408
Profanity0.10363861
Threat0.014738814
Severe Toxicity0.023552058
Moderate 0.51869136 Low Con 0.278 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Lotta Indians, but not as much as Freemont California.. It’s the happiest city in the United States there’s no white people
Lotta Indians, but not as much as Freemont California.. It’s the happiest city in the United States there’s no white people
Identity Attack0.5913144
Insult0.35333878
Profanity0.20483992
Threat0.032005094
Severe Toxicity0.059217658
Moderate 0.509388 Moderate Con 0.338 Identity Attack Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
All you mfs talk about How People from India ruined Canada Is just absurd. That's like saying how Hispanic people ruined California.
All you mfs talk about How People from India ruined Canada Is just absurd. That's like saying how Hispanic people ruined California.
Identity Attack0.55044734
Insult0.40243408
Profanity0.24438259
Threat0.020436687
Severe Toxicity0.023364257
Moderate 0.47886392 Moderate Con 0.314 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I live in south Texas and the company I work for is based in Ontario and it is completely run by Indians. All the locations from Canada to Dallas to California to Indiana is run …
I live in south Texas and the company I work for is based in Ontario and it is completely run by Indians. All the locations from Canada to Dallas to California to Indiana is run by Indians. They’re kinda retarded but very nice people all in all
Identity Attack0.4907465
Insult0.48399165
Profanity0.36230123
Threat0.009799767
Severe Toxicity0.02458496
Moderate 0.47323486 Moderate Con 0.485 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Please do one about how Hispanics are literally stealing every job and bringing their cousins along in California to work with them their ain't no work because they bring their entire family on board. I …
Please do one about how Hispanics are literally stealing every job and bringing their cousins along in California to work with them their ain't no work because they bring their entire family on board. I promise you everywhere in so cal and NorCal is Hispanic workers working barely any other races.
Identity Attack0.5135796
Insult0.3388922
Profanity0.114160895
Threat0.013528148
Severe Toxicity0.023076924
Moderate 0.43720075 Constructive 0.587 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
PIN THIS. The Indian invasion was a direct response to the trucker protest. Laying off the unvaccinated resulted in a “labor shortage” that justified all the Punjabis scamming their way into Canada. This is ethnic …
PIN THIS. The Indian invasion was a direct response to the trucker protest. Laying off the unvaccinated resulted in a “labor shortage” that justified all the Punjabis scamming their way into Canada. This is ethnic cleansing that all the parties are on. SAVE US AMERICA OR YOU WILL BE NEXT. The Punjabis already created a Brampton in California - Yuba city outside of Sacramento. Thats where the Punjabi truck driver fled to after killing people in Florida with his illegal u turn. SAVE US.
Identity Attack0.46028158
Insult0.34782293
Profanity0.0838743
Threat0.2836219
Severe Toxicity0.023692908
Moderate 0.41910073 Moderate Con 0.491 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
A PRIME EXAMPLE OF INDIANS DON'T HAVE A CLUE OF HOW TO DRIVE LOOK AT WHAT HAPPENED IN FLORIDA WHERE THE INDIAN DRIVING A 18 WHEELER MADE A U-TURN IN THE MIDDLE OF THE INTERSTATE …
A PRIME EXAMPLE OF INDIANS DON'T HAVE A CLUE OF HOW TO DRIVE LOOK AT WHAT HAPPENED IN FLORIDA WHERE THE INDIAN DRIVING A 18 WHEELER MADE A U-TURN IN THE MIDDLE OF THE INTERSTATE AND KILLED A FAMILY OF 3 COMPLIMENTS OF CALIFORNIA GIVING OUT CDL LICENSES LIKE CANDY
Identity Attack0.44690517
Insult0.25998658
Profanity0.053435806
Threat0.122295745
Severe Toxicity0.023076924
Moderate 0.3977292 Low Con 0.281 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Upper class????? I see them in California: ALL SCAMMERS buying BRAND NEW HOUSES!!! How come??!!!?? Cash transactions: no record, evade taxes!!!!
Upper class????? I see them in California: ALL SCAMMERS buying BRAND NEW HOUSES!!! How come??!!!?? Cash transactions: no record, evade taxes!!!!
Identity Attack0.060675595
Insult0.40420914
Profanity0.035399333
Threat0.007637825
Severe Toxicity0.008277893
Moderate 0.37751234 Moderate Con 0.372 Unverified_Claim
Feb 10, 2026 Inside Canada's Indian Invasion...
PLEASE INVESTIGATE ON WHY AMAZON HIRES ALOT OF INDIANS IN THEIR WAREHOUSES, THERES MILLIONS OF THEM!!! especially in CALIFORNIA! do the RESEARCH! they prefer INDIAN OVER ANYONE ELSE!
PLEASE INVESTIGATE ON WHY AMAZON HIRES ALOT OF INDIANS IN THEIR WAREHOUSES, THERES MILLIONS OF THEM!!! especially in CALIFORNIA! do the RESEARCH! they prefer INDIAN OVER ANYONE ELSE!
Identity Attack0.39461556
Insult0.13607834
Profanity0.055940874
Threat0.00933372
Severe Toxicity0.015867263
Moderate 0.36456755 Moderate Con 0.414 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
If you aid or abet an illegal alien and they kill a United States citizen, you can be penalized up to and including THE DEATH PENALTY. 4more American citizens were killed in Indiana by an …
If you aid or abet an illegal alien and they kill a United States citizen, you can be penalized up to and including THE DEATH PENALTY. 4more American citizens were killed in Indiana by an illegal alien driving a tractor trailer. Public records and investigative reports have linked the driver and the truck to the following individuals and entities: Saipidin Tutashov: Listed as the primary officer of Sam Express Inc. (based in Palatine, Illinois). Investigative reports indicate the network is often referred to as the "Tutash" network. Mirlanbek Murzapazylov: Identified as the primary officer of KG Line Group Inc., another carrier in the same network that reportedly shares vehicle identification numbers (VINs) and equipment with Sam Express. Ruslanbek Olzhebaev: Listed as a registered agent for Sam Express Corp in California. Azamat Kenjebaev: Primary officer for Sangam Transport Inc., which is also allegedly part of the same "chameleon carrier" network.
Identity Attack0.3072352
Insult0.16053712
Profanity0.040409464
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.33338684 Moderate Con 0.469 Unverified_Claim
Feb 7, 2026 Inside Canada's Indian Invasion...
This video is misleading with much information..What many do not know and even homeowners..that their Property Taxes do go for the schooling and HUD assisstance is shared with illegals...just like visas that are overstayed..On the …
This video is misleading with much information..What many do not know and even homeowners..that their Property Taxes do go for the schooling and HUD assisstance is shared with illegals...just like visas that are overstayed..On the surface we are taught there is not corruption in the system..BS ..Sanctuary cities and much more BS negates this whole video..this sounds like Obama Rhetoric not Trump...Remember the system is still corrupt and California Governors have been Jesuit controlled for decades..
Identity Attack0.10221587
Insult0.24928534
Profanity0.11168506
Threat0.008259222
Severe Toxicity0.011444092
Moderate 0.30993456 Constructive 0.681
Jan 29, 2019 How much do refugees and …
Im seeing the same thing here in California, as time went on I noticed more and more Indians everywhere, I’ve started telling people they’re taking over 😭
Im seeing the same thing here in California, as time went on I noticed more and more Indians everywhere, I’ve started telling people they’re taking over 😭
Identity Attack0.36702603
Insult0.0817555
Profanity0.08225787
Threat0.018192071
Severe Toxicity0.01502803
Low Tox 0.2854937 Moderate Con 0.478 Fear_Threat
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
Everyone is an immigrant whether born or naturalised in Canada if ya not the Native red indians, hate it or love it, The problem Canada is facing and MUST Fix is the simple but complex …
Everyone is an immigrant whether born or naturalised in Canada if ya not the Native red indians, hate it or love it, The problem Canada is facing and MUST Fix is the simple but complex problem of imbalance in the multicultural immigration policy entries,, STOP favouring a particular RACE and set of people over others, setting an english test prerequisite for others and waiving for these RACE that dont even speak ABC...Create a balanced society and Maintain the Quota measures across board or scrap the quota that is not adopted seamlessly. The Problem of IMBALANCE in culture will distort the society further...Take a lesson learned from United Kingdom now being overrun ,,,Ya land at Hearthrow now ya think ya not in UK. In Canada now, if ya not from the RACE of leading population, ya dont get food (the job)...Basic needs of life are now out of the window...Canada ya got massive resources and ya still less than the STATE OF CALIFORNIA in population...Born here,,now looking to sign a work deal contract in the so called middle East. Most importantly, Canada should humble before the LORD GOD under whom the forefathers belief and obey Him, stop provoking the LORD GOD,,,Eradicate and REPENT from being Sodomic and Gomorrahic Abolish same sex ABOMINATION as The Ubited States of America is doing..for Mercy and Progress to come to this Nation under GOD ALMIGHTY...
Identity Attack0.27991617
Insult0.09563028
Profanity0.024131214
Threat0.008634649
Severe Toxicity0.009307861
Low Tox 0.25462922 Constructive 0.572 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
I seen the same thing happening in California. It's in small towns adjacent to the 5 freeway in the Grapevine area . North of Magic Mountain. You'll see mostly only Indian stores and restaurants. Indiana …
I seen the same thing happening in California. It's in small towns adjacent to the 5 freeway in the Grapevine area . North of Magic Mountain. You'll see mostly only Indian stores and restaurants. Indiana don't like to assimilate to American cultures.
Identity Attack0.28622448
Insult0.046178754
Profanity0.024609445
Threat0.007586042
Severe Toxicity0.0052261353
Low Tox 0.22445217 Constructive 0.684
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trying to be PC here but there is a socio-economic and possible hygíene difference I believe between Sikh and Hindu Indians. A least thinking of the ones here in California the Sikhs tend to be …
Trying to be PC here but there is a socio-economic and possible hygíene difference I believe between Sikh and Hindu Indians. A least thinking of the ones here in California the Sikhs tend to be upper middle class, the other are often the sc@mmers ... But it seems like they all own rundown hotels and motels...and mini marts
Identity Attack0.25478655
Insult0.06652143
Profanity0.04667213
Threat0.008414571
Severe Toxicity0.007019043
Low Tox 0.19986437 Constructive 0.689 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
This is happening all over California. Especially if Fresno. There are thousands from Punjab and haryana. They are the worst drivers. They’re always on the phone. They can get a California state I’d and drivers …
This is happening all over California. Especially if Fresno. There are thousands from Punjab and haryana. They are the worst drivers. They’re always on the phone. They can get a California state I’d and drivers license with only providing one name. Most of the I.d.s will actually say “no first name” or “no name given”where first or last name goes but will have just one name on i.d.
Identity Attack0.10221587
Insult0.08582769
Profanity0.02119352
Threat0.00823333
Severe Toxicity0.0049591064
Low Tox 0.19409354 Constructive 0.55 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Lot of Sikhs in Yuba City, California. Decades long student of Sanskrit, including the Ramayana and I still don't get the Religion? And not sure I want to. Indians are very thrifty and adaptable in …
Lot of Sikhs in Yuba City, California. Decades long student of Sanskrit, including the Ramayana and I still don't get the Religion? And not sure I want to. Indians are very thrifty and adaptable in the diaspora. A romanticized, mythologically exaggerated view of the homeland can lead to problems.
Identity Attack0.15731181
Insult0.045007613
Profanity0.017845914
Threat0.0071070488
Severe Toxicity0.0031089783
Low Tox 0.15545623 Constructive 0.775 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler brother, thanks for Canada, but you need to wake up, go to bay area, the one in north california, sf bay area. it has become India long time ago. all the software engineering jobs …
Tyler brother, thanks for Canada, but you need to wake up, go to bay area, the one in north california, sf bay area. it has become India long time ago. all the software engineering jobs belong to indians now. local US engineers are sittings without a job. standford, mit, berkley graduates, all of them jobless.
Identity Attack0.12735364
Insult0.05203446
Profanity0.013336895
Threat0.0069646453
Severe Toxicity0.0033950806
Low Tox 0.15545623 Moderate Con 0.456
Jan 27, 2026 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...
Wait til you go to central California it’s all India
Wait til you go to central California it’s all India
Identity Attack0.105836816
Insult0.029053112
Profanity0.025087673
Threat0.009825659
Severe Toxicity0.005531311
Low Tox 0.1269396 Low Con 0.26 Fear_Threat
Feb 4, 2026 Inside Canada's Indian Invasion...
This is happening at varying scales in many cities all over the US as well. Growing up in the 90s and 00s in suburban Minneapolis, we had a very small population of Indians. About ten …
This is happening at varying scales in many cities all over the US as well. Growing up in the 90s and 00s in suburban Minneapolis, we had a very small population of Indians. About ten years ago, they built a large all new subdivision near my hometown that is now 90% Indian. Target Corporate is to blame for the initial push, as they opened an office in India and then had many of them relocating to the Minneapolis office. A recent trip to Dallas, every Uber I took was an Indian or Middle eastern driver. California, especially the Bay Area has an enormous Indian community as well.
Identity Attack0.10221587
Insult0.03136692
Profanity0.024951037
Threat0.008298059
Severe Toxicity0.0037002563
Low Tox 0.11202335 Constructive 0.658
Oct 27, 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.