Thread Reader helps you read and share Twitter threads easily!
I'm @ThreadReaderApp a Twitter bot here to help you read threads more easily. To trigger me, you just have to reply to (or quote) any tweet of the thread you want to unroll and mention me with the "unroll" keyword and I'll send you a link back on Twitter 😀
— Thread Reader App (@threadreaderapp) November 25, 2017
X thread is series of posts by the same author connected with a line!
From any post in the thread, mention us with a keyword "unroll"
@threadreaderapp unroll
Follow @ThreadReaderApp to mention us easily!
Practice here first or read more on our help page!
Recent
12 Python libraries for free market data everyone should know: 
yfinance
Data for stocks (historic, intraday, fundamental), FX, crypto, and options. Uses Yahoo Finance so any data available through Yahoo is available through yfinance.
github.com/ranaroussi/yfi…
Data for stocks (historic, intraday, fundamental), FX, crypto, and options. Uses Yahoo Finance so any data available through Yahoo is available through yfinance.
github.com/ranaroussi/yfi…
pandas-datareader
pandas-datareader used to be part of the pandas project. Now an independent project. Includes data for stocks, FX, economic indicators, Fama-French factors, and many others.
pandas-datareader.readthedocs.io/en/latest/
pandas-datareader used to be part of the pandas project. Now an independent project. Includes data for stocks, FX, economic indicators, Fama-French factors, and many others.
pandas-datareader.readthedocs.io/en/latest/
His left arm is out, his right arm is absolutely reaching underneath him (where the gun was found)
We have multiple released angles showing this
The rest of this tweet is similarly nonsensical garbage
We have multiple released angles showing this
The rest of this tweet is similarly nonsensical garbage
1. Dogs are hard to control, they very often won’t obey commands after shots have been fired
2. He was reaching for his gun before the dog knocked him over
3. He wasn’t “restrained” with his hands behind his back - the dog was biting his left arm, his right arm was under him
2. He was reaching for his gun before the dog knocked him over
3. He wasn’t “restrained” with his hands behind his back - the dog was biting his left arm, his right arm was under him
“Deploying a dog on someone who is already down, and contained, is an excessive use of force.”
He wasn’t already “down and contained” he was getting up and actively reaching for his waistband when the dog hit him
This is pathetic propaganda
He wasn’t already “down and contained” he was getting up and actively reaching for his waistband when the dog hit him
This is pathetic propaganda
Owning a small business is still the best tax deal in America.
Owning real estate (as a pro) makes it tax-free.
Generate cash from your business.
Generate losses from your real estate.
All cash, no tax.
My client made $847K last year and paid $0.
Here's the exact blueprint:
Owning real estate (as a pro) makes it tax-free.
Generate cash from your business.
Generate losses from your real estate.
All cash, no tax.
My client made $847K last year and paid $0.
Here's the exact blueprint:
The tax code incentivizes real estate investment through ACCELERATED depreciation.
Buy a $2M building → Take $600K in deductions YEAR ONE.
Our clients understand this well.
Here's how we have helped them defer over $1 BILLION in tax in the last 3 years:
Buy a $2M building → Take $600K in deductions YEAR ONE.
Our clients understand this well.
Here's how we have helped them defer over $1 BILLION in tax in the last 3 years:
First, understand the trap.
The IRS divides income into 3 buckets:
Active (your business and salary)
Portfolio (your stocks)
Passive (your real estate and business investments)
Passive losses CAN'T offset active income.
Unless you qualify for one game-changing designation:
The IRS divides income into 3 buckets:
Active (your business and salary)
Portfolio (your stocks)
Passive (your real estate and business investments)
Passive losses CAN'T offset active income.
Unless you qualify for one game-changing designation:
🚨BR€AKING: AI can now build you a business in 24 hours.
Here are 8 insane Claude prompts to turn any idea into income in 2026 👇 (Save for later)
Here are 8 insane Claude prompts to turn any idea into income in 2026 👇 (Save for later)
1. THE BUSINESS IDEA GENERATOR
"I have $500 and 10 hours per week. Analyze current market gaps, my skills in [your skills], and generate 5 business ideas I could launch this month. Include startup costs, timeline, and first revenue projections."
"I have $500 and 10 hours per week. Analyze current market gaps, my skills in [your skills], and generate 5 business ideas I could launch this month. Include startup costs, timeline, and first revenue projections."
2. THE COMPETITOR DESTROYER
"Act as a market analyst. Research [competitor name] and identify 3 weaknesses in their offering. Then create a differentiation strategy I could execute with limited budget to capture their customers."
"Act as a market analyst. Research [competitor name] and identify 3 weaknesses in their offering. Then create a differentiation strategy I could execute with limited budget to capture their customers."
🧵 Conventional wisdom that the "US is now in terminal decline" misses that the US was in a similar position in the late 70s. The Reaganite Counterrevolution reversed this by ruthlessly annihilating all possible resistance. We are now in a similar but still indeterminate period.
To beat the US, you need to be as crazy as the US. The only way to cement the American death spiral is to embrace the wildfire ignited on Oct 7. The most likely avenue for this has always been total regional war in the Middle East.
Although Russia has dealt big blows against the EU/NATO bloc, it is stuck in Ukraine. In 4 yrs, the USSR annihilated the Fascist Reich across E Europe. In 4 yrs, Vlasovite Russia hasn't even taken half of Ukraine. Meanwhile China outright endorses the world order
Most people won't apply for these remote jobs — they run from 8:00 AM to 4:00 PM.
That's exactly why some pay up to $200/hr.
Here are the overnight roles, and why the hours actually work in your favor👇
That's exactly why some pay up to $200/hr.
Here are the overnight roles, and why the hours actually work in your favor👇
1. The muse
→A comprehensive career development platform offering personalized job search tools and professional guidance
→Provides expert career advice, company insights, and job opportunities to help professionals advance their careers
themuse.com
→A comprehensive career development platform offering personalized job search tools and professional guidance
→Provides expert career advice, company insights, and job opportunities to help professionals advance their careers
themuse.com
2. VirtualVocations
→Specialized job board platform focused exclusively on remote work opportunities and telecommuting positions.
→Provides curated remote job listings, career resources, and webinars to help professionals find work-from-home careers
virtualvocations.com
→Specialized job board platform focused exclusively on remote work opportunities and telecommuting positions.
→Provides curated remote job listings, career resources, and webinars to help professionals find work-from-home careers
virtualvocations.com
Scientists just cracked the Parkinson's disease code after decades.
It all starts in your gut. And it's easily preventable.
They've proven it across 5 countries with 94 patients.
This changes everything we know about Parkinson's:
It all starts in your gut. And it's easily preventable.
They've proven it across 5 countries with 94 patients.
This changes everything we know about Parkinson's:
Symptoms like constipation and sleep issues appear up to 20 years before Parkinson's motor symptoms.
This suggests the disease originates in the gut, then spreads to the brain through the vagus nerve (neural highway), exactly as researchers suspected.
This suggests the disease originates in the gut, then spreads to the brain through the vagus nerve (neural highway), exactly as researchers suspected.
A meta-analysis of 94 Parkinson's patients and 73 controls across 5 countries revealed this:
While different bacteria were involved in each region, they all disrupted the same biological pathway: B vitamin synthesis in the gut.
While different bacteria were involved in each region, they all disrupted the same biological pathway: B vitamin synthesis in the gut.
Last night I gave @AnthropicAI's Claude Code full access to our website infrastructure and one directive: build out our submarket landing page strategy.
By morning it had created 34 pages.
Here's the technical breakdown of what it actually did, because the detail is the point.
By morning it had created 34 pages.
Here's the technical breakdown of what it actually did, because the detail is the point.
Brand-matched design: Every page built to our exact brand spec.
Not "close enough." Exact.
Not "close enough." Exact.
Google Tag Manager: Individual GTM containers deployed on each page. Every form submission, every click-to-call, every IDX registration event is now trackable per submarket.
We can tell you which neighborhood in Brevard County generates the most commercial real estate leads.
We can tell you which neighborhood in Brevard County generates the most commercial real estate leads.
1/ Aryan Migration Theory has a math problem.
Not political. Not ideological. Mathematical.
If sophisticated Indo-Europeans brought decimal systems to India around 1500 BCE, show me their source culture's mathematics. 🔢
I'll wait.
Not political. Not ideological. Mathematical.
If sophisticated Indo-Europeans brought decimal systems to India around 1500 BCE, show me their source culture's mathematics. 🔢
I'll wait.
2/ Reconstructed Proto-Indo-European:
Counting to 100 ✓
Basic addition/multiplication ✓
Systematic large numbers ✗
Decimal place value ✗
Zero as concept ✗
Cosmological calculations ✗
Pontic-Caspian steppe, 4000-2500 BCE.
No mathematical texts. No astronomical observatories.
Counting to 100 ✓
Basic addition/multiplication ✓
Systematic large numbers ✗
Decimal place value ✗
Zero as concept ✗
Cosmological calculations ✗
Pontic-Caspian steppe, 4000-2500 BCE.
No mathematical texts. No astronomical observatories.
3/ Compare what supposedly migrated TO India:
Greek: imported Egyptian geometry, Babylonian astronomy
Latin: borrowed Greek mathematics wholesale
German: million (Latin), Milliarde (French)
Slavic: миллион (million) - borrowed
Every Indo-European branch borrowed large number terms.
Greek: imported Egyptian geometry, Babylonian astronomy
Latin: borrowed Greek mathematics wholesale
German: million (Latin), Milliarde (French)
Slavic: миллион (million) - borrowed
Every Indo-European branch borrowed large number terms.
A 102-year-old woman who had been married for 78 years was asked on her deathbed what she wished she had done differently.
Her answer made her 80-year-old daughter weep.
Here is what she said…
Her answer made her 80-year-old daughter weep.
Here is what she said…
1. "I wish I had kissed him more and criticized him less."
He wasn't perfect. He had habits that annoyed her. She pointed them out for 78 years.
She now realizes that those criticisms changed nothing except the atmosphere of their home.
He never became neater. He never became more organized. He just became more aware that he disappointed her.
She wishes she had let the small things go and reached for him more often.
He wasn't perfect. He had habits that annoyed her. She pointed them out for 78 years.
She now realizes that those criticisms changed nothing except the atmosphere of their home.
He never became neater. He never became more organized. He just became more aware that he disappointed her.
She wishes she had let the small things go and reached for him more often.
2. "I wish I had asked him more questions."
She thought she knew him after all those years. But looking back, she realizes she stopped being curious. She stopped asking what he was thinking, what he remembered, what he feared.
He was a universe she explored for a few decades and then assumed she had mapped completely.
No one is ever fully mapped. Everyone is infinite. She stopped exploring too soon.
She thought she knew him after all those years. But looking back, she realizes she stopped being curious. She stopped asking what he was thinking, what he remembered, what he feared.
He was a universe she explored for a few decades and then assumed she had mapped completely.
No one is ever fully mapped. Everyone is infinite. She stopped exploring too soon.
Loch Lomond is arguably Scotland’s best-known stretch of water, no doubt due to its proximity to Glasgow and the large population centres of Central Scotland. It is dissected by the Highland boundary fault line, and has some unique characteristics.
1/n
1/n
The loch is divided into two distinctive parts: the broad and shallow Lowland section with many islands, and the narrow and deep Highland section.
2/n
2/n
It has a maximum length of 36.4 km (22.6 mi), and surface area of 71 km sq (27.5 mi sq), making it the largest body of fresh water in Great Britain, but only the third longest (after Loch Awe and Loch Ness).
3/n
3/n
