Jimmy Xu
@webdata.bsky.social
📹youtube.com/@webdatax; 🔮https://github.com/utjimmyx
#Trading #StockTrading #DataCrawling #SEO, certified R (#rstats) professional, 🐍#Python enthusiast // Help You Explain Data Analytics to Your Grandma
#Trading #StockTrading #DataCrawling #SEO, certified R (#rstats) professional, 🐍#Python enthusiast // Help You Explain Data Analytics to Your Grandma
#Firearms is the leading cause of death in the US. States with the highest rates are led by #Republicans (#Mississippi, #Louisiana, #Alabama), while states with the lowest rates are led by #Democrats (#Massachusetts, #NewJersey, #NewYork, #Hawaii, #Connecticut, #California).
January 7, 2026 at 8:01 AM
#Firearms is the leading cause of death in the US. States with the highest rates are led by #Republicans (#Mississippi, #Louisiana, #Alabama), while states with the lowest rates are led by #Democrats (#Massachusetts, #NewJersey, #NewYork, #Hawaii, #Connecticut, #California).
#MappingTime
Just used #Claude to help me clean up some of the #mapping syntax for scraping and analyzing #GoogleTrends data that I wrote a few years ago.
Now… let’s see if we can predict the results before today’s election in Tennessee!
Are you also a #map lover? Hope you enjoy this! 🗺️🚀
Just used #Claude to help me clean up some of the #mapping syntax for scraping and analyzing #GoogleTrends data that I wrote a few years ago.
Now… let’s see if we can predict the results before today’s election in Tennessee!
Are you also a #map lover? Hope you enjoy this! 🗺️🚀
December 2, 2025 at 10:08 PM
#MappingTime
Just used #Claude to help me clean up some of the #mapping syntax for scraping and analyzing #GoogleTrends data that I wrote a few years ago.
Now… let’s see if we can predict the results before today’s election in Tennessee!
Are you also a #map lover? Hope you enjoy this! 🗺️🚀
Just used #Claude to help me clean up some of the #mapping syntax for scraping and analyzing #GoogleTrends data that I wrote a few years ago.
Now… let’s see if we can predict the results before today’s election in Tennessee!
Are you also a #map lover? Hope you enjoy this! 🗺️🚀
The Road Less Traveled...
Sometimes, we tend to follow conventional wisdom and ignore the fact that change is a part of life.
This #DataViz shows that having a top-aligned axis might be a good practice as labels and highlights are more likely to be in the reader's field of view.
Sometimes, we tend to follow conventional wisdom and ignore the fact that change is a part of life.
This #DataViz shows that having a top-aligned axis might be a good practice as labels and highlights are more likely to be in the reader's field of view.
October 14, 2025 at 6:21 PM
The Road Less Traveled...
Sometimes, we tend to follow conventional wisdom and ignore the fact that change is a part of life.
This #DataViz shows that having a top-aligned axis might be a good practice as labels and highlights are more likely to be in the reader's field of view.
Sometimes, we tend to follow conventional wisdom and ignore the fact that change is a part of life.
This #DataViz shows that having a top-aligned axis might be a good practice as labels and highlights are more likely to be in the reader's field of view.
🔄 #DataAnalytics is a Team Sport. This image by
@DataScienceDojo shows it perfectly!
🔧 Data Engineers build pipelines and APIs.
🧪 Data Scientists analyze patterns and build models.
💼 Managers bridge the gap with critical thinking and ensure business decisions align with goals.
@DataScienceDojo shows it perfectly!
🔧 Data Engineers build pipelines and APIs.
🧪 Data Scientists analyze patterns and build models.
💼 Managers bridge the gap with critical thinking and ensure business decisions align with goals.
October 14, 2025 at 3:49 PM
🔄 #DataAnalytics is a Team Sport. This image by
@DataScienceDojo shows it perfectly!
🔧 Data Engineers build pipelines and APIs.
🧪 Data Scientists analyze patterns and build models.
💼 Managers bridge the gap with critical thinking and ensure business decisions align with goals.
@DataScienceDojo shows it perfectly!
🔧 Data Engineers build pipelines and APIs.
🧪 Data Scientists analyze patterns and build models.
💼 Managers bridge the gap with critical thinking and ensure business decisions align with goals.
Just read this from an influencer I follow on LinkedIn: Deep domain expertise plus alien-level technical skills equals lots of interesting and rewarding work to do.
Do you agree?
Do you agree?
September 4, 2025 at 6:22 AM
Just read this from an influencer I follow on LinkedIn: Deep domain expertise plus alien-level technical skills equals lots of interesting and rewarding work to do.
Do you agree?
Do you agree?
People think R is just for stats. But it also shines in many areas:
✔️ Pulling and cleaning data from Google Sheets (googlesheets4), Qualtrics surveys (qualtRics), Census Bureau APIs (tidycensus), and transforming with dplyr + tidyr;
The #Rstats Ecosystem, @nonfamous.bsky.social, 2017
✔️ Pulling and cleaning data from Google Sheets (googlesheets4), Qualtrics surveys (qualtRics), Census Bureau APIs (tidycensus), and transforming with dplyr + tidyr;
The #Rstats Ecosystem, @nonfamous.bsky.social, 2017
August 28, 2025 at 10:18 PM
People think R is just for stats. But it also shines in many areas:
✔️ Pulling and cleaning data from Google Sheets (googlesheets4), Qualtrics surveys (qualtRics), Census Bureau APIs (tidycensus), and transforming with dplyr + tidyr;
The #Rstats Ecosystem, @nonfamous.bsky.social, 2017
✔️ Pulling and cleaning data from Google Sheets (googlesheets4), Qualtrics surveys (qualtRics), Census Bureau APIs (tidycensus), and transforming with dplyr + tidyr;
The #Rstats Ecosystem, @nonfamous.bsky.social, 2017
Arvind Narayanan's new book opening. The analogy of "Vehicle" to "Artificial Intelligence" (#AI) truly captures what we are going through right now.
August 1, 2025 at 4:36 PM
Arvind Narayanan's new book opening. The analogy of "Vehicle" to "Artificial Intelligence" (#AI) truly captures what we are going through right now.
#AI can be our best companion—if we know the fundamentals—allowing us to stand on the shoulders of #AI and the vast knowledge base built by previous programmers on #GitHub, #StackOverflow, and #StackExchange. #Copilot #GoogleColab
July 20, 2025 at 5:41 PM
#AI can be our best companion—if we know the fundamentals—allowing us to stand on the shoulders of #AI and the vast knowledge base built by previous programmers on #GitHub, #StackOverflow, and #StackExchange. #Copilot #GoogleColab
I was analyzing the 50-day vs. 200-day moving average using #Python when I encountered some errors. I turned to #AI for quick solutions. I could not be more excited about all what is available at my fingertips in mini-seconds. #Copilot #GoogleColab
July 20, 2025 at 5:41 PM
I was analyzing the 50-day vs. 200-day moving average using #Python when I encountered some errors. I turned to #AI for quick solutions. I could not be more excited about all what is available at my fingertips in mini-seconds. #Copilot #GoogleColab
$SPY MACD hitting elevated zones reminds me of previous cycles 📊 When we see hits around 1.5 like July 3rd, it's worth noting the historical context - similar extreme readings often preceded significant corrections. Not a sell signal, but worth watching for divergence! #SPY #MACD #TechnicalAnalysis
July 7, 2025 at 7:11 AM
$SPY MACD hitting elevated zones reminds me of previous cycles 📊 When we see hits around 1.5 like July 3rd, it's worth noting the historical context - similar extreme readings often preceded significant corrections. Not a sell signal, but worth watching for divergence! #SPY #MACD #TechnicalAnalysis
Now a similar upward momentum to Mar 2025 is emerging, though that surge in March was followed by a sharp drop in April. #MACD is typically mean-reverting—extreme values may signal reversals. How do you think this July trend will play out? Note: No Investment Advice #SPY #DataViz #Trading #RStats
July 5, 2025 at 7:14 PM
📊Just plotted $SPY data with moving averages. The blue line (50-day) crossed above the red line - LONG bullish signal! From ~$380 to $620 since 2023. The chart doesn't predict the future though. What do you think will happen next?🐃or 🐻
Note: No Investment Advice
#SPY #GoldenCross #Trading #RStats
Note: No Investment Advice
#SPY #GoldenCross #Trading #RStats
July 5, 2025 at 7:02 AM
📊Just plotted $SPY data with moving averages. The blue line (50-day) crossed above the red line - LONG bullish signal! From ~$380 to $620 since 2023. The chart doesn't predict the future though. What do you think will happen next?🐃or 🐻
Note: No Investment Advice
#SPY #GoldenCross #Trading #RStats
Note: No Investment Advice
#SPY #GoldenCross #Trading #RStats
📈Wrapping up today's stock analysis:
🟢 SoFi (#SOFI) and Robinhood (#HOOD)leading with highest sentiment despite moderate mention volumes - strong bullish signals
🔴 Big Techs: #AMZN & #GOOG showing weaker sentiment despite high mention volumes
#MarketSentiment #Trading
🟢 SoFi (#SOFI) and Robinhood (#HOOD)leading with highest sentiment despite moderate mention volumes - strong bullish signals
🔴 Big Techs: #AMZN & #GOOG showing weaker sentiment despite high mention volumes
#MarketSentiment #Trading
June 30, 2025 at 11:06 PM
📈Wrapping up today's stock analysis:
🟢 SoFi (#SOFI) and Robinhood (#HOOD)leading with highest sentiment despite moderate mention volumes - strong bullish signals
🔴 Big Techs: #AMZN & #GOOG showing weaker sentiment despite high mention volumes
#MarketSentiment #Trading
🟢 SoFi (#SOFI) and Robinhood (#HOOD)leading with highest sentiment despite moderate mention volumes - strong bullish signals
🔴 Big Techs: #AMZN & #GOOG showing weaker sentiment despite high mention volumes
#MarketSentiment #Trading
I just ran a word frequency analysis on some Reddit posts scraped from #WallStreetBets using #Rstats. It looks like discussions about calls vs. puts have been hot. Any other types of analyses do you think might be useful? #TradingTips #Trading #OptionsTrading
June 30, 2025 at 7:50 AM
I just ran a word frequency analysis on some Reddit posts scraped from #WallStreetBets using #Rstats. It looks like discussions about calls vs. puts have been hot. Any other types of analyses do you think might be useful? #TradingTips #Trading #OptionsTrading
From under where / underwear to under surveillance!🧠#AI
May 16, 2025 at 11:41 PM
From under where / underwear to under surveillance!🧠#AI
Egg prices are going up!
@Google knows all!
#GtrendsR
#GoogleTrends
#rstats
rpubs.com/utjimmyx/egg...
@Google knows all!
#GtrendsR
#GoogleTrends
#rstats
rpubs.com/utjimmyx/egg...
March 3, 2025 at 6:30 PM
Egg prices are going up!
@Google knows all!
#GtrendsR
#GoogleTrends
#rstats
rpubs.com/utjimmyx/egg...
@Google knows all!
#GtrendsR
#GoogleTrends
#rstats
rpubs.com/utjimmyx/egg...
Everyone was talking about the game. I thought it might be fun to see how people talk about the #Superbowl at #BlueSky. With some tweaks to the text data scraped from BlueSky using #RStudio, I was able to draw a WordCloud that predicts the winner of the #SuperBowl game. #RStats #TextAnalysis
February 10, 2025 at 8:38 AM
Everyone was talking about the game. I thought it might be fun to see how people talk about the #Superbowl at #BlueSky. With some tweaks to the text data scraped from BlueSky using #RStudio, I was able to draw a WordCloud that predicts the winner of the #SuperBowl game. #RStats #TextAnalysis
Everyone was talking about the game. I thought it might be fun to see how people talk about the hashtag #Superbowl at #BlueSky. With some tweaks using text data scraped from BlueSky using #RStudio, I was able to draw a WordCloud that predicts the winner of the #SuperBowl winner.
February 10, 2025 at 8:27 AM
Everyone was talking about the game. I thought it might be fun to see how people talk about the hashtag #Superbowl at #BlueSky. With some tweaks using text data scraped from BlueSky using #RStudio, I was able to draw a WordCloud that predicts the winner of the #SuperBowl winner.
I recently wrapped up building a web scraping tool, a LinkedIn Job Scraper, using #R (#RStudio) and #RShiny. It allows you to get your favorite job postings in bulk in a single Excel spreadsheet in less than 3 seconds! 🌟Link available here: utjimmyx.shinyapps.io/jobs/. #WebScraping #Rstats
January 22, 2025 at 4:39 AM
I recently wrapped up building a web scraping tool, a LinkedIn Job Scraper, using #R (#RStudio) and #RShiny. It allows you to get your favorite job postings in bulk in a single Excel spreadsheet in less than 3 seconds! 🌟Link available here: utjimmyx.shinyapps.io/jobs/. #WebScraping #Rstats