#datamanipulation — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #datamanipulation, aggregated by home.social.
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Scam artist Edward “Big Balls” Coristine is now lending his tech skills to a scammer Nick Shirley’s viral “fraud” videos —videos that are shaping immigration crackdowns and political narratives, despite being widely unproven⚠️💻 #ViralFraud #TrumpAdmin #DataManipulation www.wired.com/story/edward...
Edward ‘Big Balls’ Coristine I... -
A retraction in Nature; penalties for ‘retraction hotspot universities? analysis of PISS journals #RetractionWatch
Professor suspended after #Japaneseuniversity finds fishy results in sushi paper
Sage journal retracts more than 40 papers over concerns with peer review, author contributions
Northwestern to pay $2.3 million for falsified research in NIH grants
@Nature retracts paper for #datamanipulation by Ph.D. student
Technobabble papers by professor & editor under scrutiny
Business management -
A retraction in Nature; penalties for ‘retraction hotspot universities? analysis of PISS journals #RetractionWatch
Professor suspended after #Japaneseuniversity finds fishy results in sushi paper
Sage journal retracts more than 40 papers over concerns with peer review, author contributions
Northwestern to pay $2.3 million for falsified research in NIH grants
@Nature retracts paper for #datamanipulation by Ph.D. student
Technobabble papers by professor & editor under scrutiny
Business management -
A retraction in Nature; penalties for ‘retraction hotspot universities? analysis of PISS journals #RetractionWatch
Professor suspended after #Japaneseuniversity finds fishy results in sushi paper
Sage journal retracts more than 40 papers over concerns with peer review, author contributions
Northwestern to pay $2.3 million for falsified research in NIH grants
@Nature retracts paper for #datamanipulation by Ph.D. student
Technobabble papers by professor & editor under scrutiny
Business management -
झारखंड में आधार कार्ड घोटाला!
झारखंड में आधार कार्ड घोटाला! | Jharkhand Aadhaar Scam | Sahibganj Aadhaar Fraud| Pakur Aadhaar Irregularities| Fake Aadhaar Cards | Follow us for more local news and updates: 👉 YouTube: 👉 Facebook: 👉 Instagram: 🌐 Website: #jharkhand #aadhaar #aadhaarscam #sahibganj #pakur #csc #commonsservicecenter #identityfraud #governance #illegalactivities #datamanipulation #indianews #securityconcern #bangladeshiinfiltration #investigation…
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Belgian Police exposed using botnets to manipulate EU data law impact assessment
https://old.reddit.com/r/europe/comments/1p9kxhm/belgian_federal_police_forgot_to_turn_their_vpn/
#HackerNews #BelgianPolice #Botnets #EULaw #DataManipulation #Cybersecurity
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🤔 Ah, the Wolfram Function Repository: where you can drown in a sea of #jargon and feel like a genius just for surviving the page! 🌊🔍 The novelty of 'VimGraph' is about as riveting as watching paint dry in a library full of dusty tomes on data manipulation. 📚💤
https://resources.wolframcloud.com/FunctionRepository/resources/VimGraph/ #WolframFunctionRepository #VimGraph #DataManipulation #Overload #TechHumor #HackerNews #ngated -
Geoflow for low-code ETL: There is a gap in #lowcode tooling for geospatial #datamanipulation, with most existing solutions either proprietary, outdated, or not aligned with the needs of those users wishing for visual tools. #Geoflow, an emerging #opensource project with a...
https://spatialists.ch/posts/2025/10/03-geoflow-for-low-code-etl/ #GIS #GISchat #geospatial #SwissGIS -
Supametas.AI: Unstructured data ETL platform
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Advanced Ghost Moves: merging data, templating, and filtering JSON/YAML like a Ghost.
https://deadswitch404.github.io/2025/08/ghost-transform-2.html
#Ansible #GhostTransformation #DataManipulation #GhostOps #JSON #YAML
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This is how a Ghost Operators bend Ansible's data streams. Haunt the data like a Ghost.
https://deadswitch404.github.io/2025/08/ghost-transform-ansible.html
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Eleven studies by Spanish scientist Rafael Luque are retracted due to fraudulent practices.
A new tool reveals the alleged cheating committed for years by the chemist, who was suspiciously prolific.
With his 11 studies eliminated by publishers, he is already “in the top 0.1% of the most retracted authors of all time”.
#Science #RafaelLuque #ScientificIntegrity #Argos #Research #DataManipulation #Retraction #Academia #Cheating #Chemistry #Wiley #Elsevier #Scitility
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"My journey—from underground activism in Kurgan Oblast*, where I bypassed state propaganda in search of the truth, to building a new life in the EU—revealed a terrifying reality: #digitalsurveillance and #datamanipulation are not confined to a single regime. A handful of U.S.-based tech giants dominate the platforms we use every day—social networks, messaging apps, operating systems, and cloud services. If #autocrats or #rogueleaders learn to exploit these global networks, none of us, anywhere, can consider ourselves safe."
From: https://social.vivaldi.net/@heartshadows/114632936983058582 -
"My journey—from underground activism in Kurgan Oblast*, where I bypassed state propaganda in search of the truth, to building a new life in the EU—revealed a terrifying reality: #digitalsurveillance and #datamanipulation are not confined to a single regime. A handful of U.S.-based tech giants dominate the platforms we use every day—social networks, messaging apps, operating systems, and cloud services. If #autocrats or #rogueleaders learn to exploit these global networks, none of us, anywhere, can consider ourselves safe."
From: https://social.vivaldi.net/@heartshadows/114632936983058582 -
"My journey—from underground activism in Kurgan Oblast*, where I bypassed state propaganda in search of the truth, to building a new life in the EU—revealed a terrifying reality: #digitalsurveillance and #datamanipulation are not confined to a single regime. A handful of U.S.-based tech giants dominate the platforms we use every day—social networks, messaging apps, operating systems, and cloud services. If #autocrats or #rogueleaders learn to exploit these global networks, none of us, anywhere, can consider ourselves safe."
From: https://social.vivaldi.net/@heartshadows/114632936983058582 -
"My journey—from underground activism in Kurgan Oblast*, where I bypassed state propaganda in search of the truth, to building a new life in the EU—revealed a terrifying reality: #digitalsurveillance and #datamanipulation are not confined to a single regime. A handful of U.S.-based tech giants dominate the platforms we use every day—social networks, messaging apps, operating systems, and cloud services. If #autocrats or #rogueleaders learn to exploit these global networks, none of us, anywhere, can consider ourselves safe."
From: https://social.vivaldi.net/@heartshadows/114632936983058582 -
"My journey—from underground activism in Kurgan Oblast*, where I bypassed state propaganda in search of the truth, to building a new life in the EU—revealed a terrifying reality: #digitalsurveillance and #datamanipulation are not confined to a single regime. A handful of U.S.-based tech giants dominate the platforms we use every day—social networks, messaging apps, operating systems, and cloud services. If #autocrats or #rogueleaders learn to exploit these global networks, none of us, anywhere, can consider ourselves safe."
From: https://social.vivaldi.net/@heartshadows/114632936983058582 -
Data manipulations alleged in study that paved way for Microsoft's quantum chip
#HackerNews #DataManipulation #QuantumComputing #MicrosoftChip #ResearchIntegrity #ScienceNews
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XAN: A Modern CSV-Centric Data Manipulation Toolkit for the Terminal
https://github.com/medialab/xan
#HackerNews #XAN #CSV #Toolkit #Terminal #DataManipulation #OpenSource
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Je viens de tomber sur cet article, et, le moins qu'on puisse dire, c'est que le comportement est celui d'un dictateur !
https://www.telerama.fr/debats-reportages/donald-trump-fait-effacer-des-milliers-de-photos-dans-les-archives-du-pentagone-7024712.php#trump #DataManipulation #manipulation #racisme #democratie #ouvaton
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Je viens de tomber sur cet article, et, le moins qu'on puisse dire, c'est que le comportement est celui d'un dictateur !
https://www.telerama.fr/debats-reportages/donald-trump-fait-effacer-des-milliers-de-photos-dans-les-archives-du-pentagone-7024712.php#trump #DataManipulation #manipulation #racisme #democratie #ouvaton
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Je viens de tomber sur cet article, et, le moins qu'on puisse dire, c'est que le comportement est celui d'un dictateur !
https://www.telerama.fr/debats-reportages/donald-trump-fait-effacer-des-milliers-de-photos-dans-les-archives-du-pentagone-7024712.php#trump #DataManipulation #manipulation #racisme #democratie #ouvaton
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Je viens de tomber sur cet article, et, le moins qu'on puisse dire, c'est que le comportement est celui d'un dictateur !
https://www.telerama.fr/debats-reportages/donald-trump-fait-effacer-des-milliers-de-photos-dans-les-archives-du-pentagone-7024712.php#trump #DataManipulation #manipulation #racisme #democratie #ouvaton
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Je viens de tomber sur cet article, et, le moins qu'on puisse dire, c'est que le comportement est celui d'un dictateur !
https://www.telerama.fr/debats-reportages/donald-trump-fait-effacer-des-milliers-de-photos-dans-les-archives-du-pentagone-7024712.php#trump #DataManipulation #manipulation #racisme #democratie #ouvaton
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Master Visual Business Analytics with SAS Viya | CoListy
Prepare for the SAS Certified Specialist exam, mastering data analysis and report design with SAS Visual Analytics. | CoListy
#freeonlinelearning #colisty #courselist #sascertifiedspecialist #visualbusinessanalytics #sasviya #sasvisualanalytics #dataanalysis #datareporting #sas9.4 #datamanipulation #reportdesign #analyticswithsas #sasanalyticsexam #visualanalyticstraining #businessanalytics -
Krugman:
Look, I’m in New York right now.I’ve been out for the afternoon running various errands.
👉 In MAGA mythology, I should be afraid to leave my apartment.
It should be an urban hellscape where you get murdered if you try and buy a loaf of bread.
⭐️And the reality is New York is, in fact, one of the safest places in America.
But what will happen eventually is that
—I don’t quite know how it will work because crime data are initially supplied by local police agencies,
🆘 but the FBI summaries of that will probably be corrupted quite soon.Just in general, if what we are actually going to be seeing is inflation,
quite a lot of inflation, we’re going to be seeing enormous pressure to report that,
first of all, things were worse.💥The retrospective description of what America was like in 2024 is going to bear no resemblance to the actually pretty good state of the nation right now.
🔥Also, we’re going to be seeing a lot of pressure to not admit things that are going wrong.
#DataManipulation #FakeFigures
#RevisionistHistory -
Krugman:
Look, I’m in New York right now.I’ve been out for the afternoon running various errands.
👉 In MAGA mythology, I should be afraid to leave my apartment.
It should be an urban hellscape where you get murdered if you try and buy a loaf of bread.
⭐️And the reality is New York is, in fact, one of the safest places in America.
But what will happen eventually is that
—I don’t quite know how it will work because crime data are initially supplied by local police agencies,
🆘 but the FBI summaries of that will probably be corrupted quite soon.Just in general, if what we are actually going to be seeing is inflation,
quite a lot of inflation, we’re going to be seeing enormous pressure to report that,
first of all, things were worse.💥The retrospective description of what America was like in 2024 is going to bear no resemblance to the actually pretty good state of the nation right now.
🔥Also, we’re going to be seeing a lot of pressure to not admit things that are going wrong.
#DataManipulation #FakeFigures
#RevisionistHistory -
Krugman:
Look, I’m in New York right now.I’ve been out for the afternoon running various errands.
👉 In MAGA mythology, I should be afraid to leave my apartment.
It should be an urban hellscape where you get murdered if you try and buy a loaf of bread.
⭐️And the reality is New York is, in fact, one of the safest places in America.
But what will happen eventually is that
—I don’t quite know how it will work because crime data are initially supplied by local police agencies,
🆘 but the FBI summaries of that will probably be corrupted quite soon.Just in general, if what we are actually going to be seeing is inflation,
quite a lot of inflation, we’re going to be seeing enormous pressure to report that,
first of all, things were worse.💥The retrospective description of what America was like in 2024 is going to bear no resemblance to the actually pretty good state of the nation right now.
🔥Also, we’re going to be seeing a lot of pressure to not admit things that are going wrong.
#DataManipulation #FakeFigures
#RevisionistHistory -
Krugman:
Look, I’m in New York right now.I’ve been out for the afternoon running various errands.
👉 In MAGA mythology, I should be afraid to leave my apartment.
It should be an urban hellscape where you get murdered if you try and buy a loaf of bread.
⭐️And the reality is New York is, in fact, one of the safest places in America.
But what will happen eventually is that
—I don’t quite know how it will work because crime data are initially supplied by local police agencies,
🆘 but the FBI summaries of that will probably be corrupted quite soon.Just in general, if what we are actually going to be seeing is inflation,
quite a lot of inflation, we’re going to be seeing enormous pressure to report that,
first of all, things were worse.💥The retrospective description of what America was like in 2024 is going to bear no resemblance to the actually pretty good state of the nation right now.
🔥Also, we’re going to be seeing a lot of pressure to not admit things that are going wrong.
#DataManipulation #FakeFigures
#RevisionistHistory -
Krugman:
Look, I’m in New York right now.I’ve been out for the afternoon running various errands.
👉 In MAGA mythology, I should be afraid to leave my apartment.
It should be an urban hellscape where you get murdered if you try and buy a loaf of bread.
⭐️And the reality is New York is, in fact, one of the safest places in America.
But what will happen eventually is that
—I don’t quite know how it will work because crime data are initially supplied by local police agencies,
🆘 but the FBI summaries of that will probably be corrupted quite soon.Just in general, if what we are actually going to be seeing is inflation,
quite a lot of inflation, we’re going to be seeing enormous pressure to report that,
first of all, things were worse.💥The retrospective description of what America was like in 2024 is going to bear no resemblance to the actually pretty good state of the nation right now.
🔥Also, we’re going to be seeing a lot of pressure to not admit things that are going wrong.
#DataManipulation #FakeFigures
#RevisionistHistory -
Krugman:
This is, by the way, [what] standard autocratic regimes are known for.⭐️In some ways, among their first targets are #statistical #agencies because ➡️ they want the numbers to say what they want the numbers to say.
I’ve been at conferences in Asia where the Chinese government announces that the economy grew 5.3 percent.
And everyone at the conference asks not “why did the Chinese economy grow by 5.3 percent?” but “why did the Chinese government decide to say that it grew by 5.3 percent?”
⭐️The numbers are our political statements, not reality.
🆘And if I were a federal employee at the Bureau of Labor Statistics,
I would be extremely frightened;
quite quickly they’re going to be in the line of fire.The last time around, back during the Obama years, when there was a lot of "inflation truthers" claiming that the inflation numbers were being manipulated to make it look like there was less inflation than there was.
❌Such accusations are always projections
—it’s what they would do, not what was actually happening.We turned to various kinds of private sector independent measures of inflation, many of which were originally developed by economists in places like Argentina,
where manipulation of the data was standard so they developed their own ways to measure.We’re going to be having to do that.
⚠️ My guess is by sometime next year, we’re going to be having to look at proxies for what’s actually happening to the economy,
possibly for what’s actually happening to crime,
because the official numbers are going to be corrupted. -
Krugman:
This is, by the way, [what] standard autocratic regimes are known for.⭐️In some ways, among their first targets are #statistical #agencies because ➡️ they want the numbers to say what they want the numbers to say.
I’ve been at conferences in Asia where the Chinese government announces that the economy grew 5.3 percent.
And everyone at the conference asks not “why did the Chinese economy grow by 5.3 percent?” but “why did the Chinese government decide to say that it grew by 5.3 percent?”
⭐️The numbers are our political statements, not reality.
🆘And if I were a federal employee at the Bureau of Labor Statistics,
I would be extremely frightened;
quite quickly they’re going to be in the line of fire.The last time around, back during the Obama years, when there was a lot of "inflation truthers" claiming that the inflation numbers were being manipulated to make it look like there was less inflation than there was.
❌Such accusations are always projections
—it’s what they would do, not what was actually happening.We turned to various kinds of private sector independent measures of inflation, many of which were originally developed by economists in places like Argentina,
where manipulation of the data was standard so they developed their own ways to measure.We’re going to be having to do that.
⚠️ My guess is by sometime next year, we’re going to be having to look at proxies for what’s actually happening to the economy,
possibly for what’s actually happening to crime,
because the official numbers are going to be corrupted. -
Krugman:
This is, by the way, [what] standard autocratic regimes are known for.⭐️In some ways, among their first targets are #statistical #agencies because ➡️ they want the numbers to say what they want the numbers to say.
I’ve been at conferences in Asia where the Chinese government announces that the economy grew 5.3 percent.
And everyone at the conference asks not “why did the Chinese economy grow by 5.3 percent?” but “why did the Chinese government decide to say that it grew by 5.3 percent?”
⭐️The numbers are our political statements, not reality.
🆘And if I were a federal employee at the Bureau of Labor Statistics,
I would be extremely frightened;
quite quickly they’re going to be in the line of fire.The last time around, back during the Obama years, when there was a lot of "inflation truthers" claiming that the inflation numbers were being manipulated to make it look like there was less inflation than there was.
❌Such accusations are always projections
—it’s what they would do, not what was actually happening.We turned to various kinds of private sector independent measures of inflation, many of which were originally developed by economists in places like Argentina,
where manipulation of the data was standard so they developed their own ways to measure.We’re going to be having to do that.
⚠️ My guess is by sometime next year, we’re going to be having to look at proxies for what’s actually happening to the economy,
possibly for what’s actually happening to crime,
because the official numbers are going to be corrupted. -
Krugman:
This is, by the way, [what] standard autocratic regimes are known for.⭐️In some ways, among their first targets are #statistical #agencies because ➡️ they want the numbers to say what they want the numbers to say.
I’ve been at conferences in Asia where the Chinese government announces that the economy grew 5.3 percent.
And everyone at the conference asks not “why did the Chinese economy grow by 5.3 percent?” but “why did the Chinese government decide to say that it grew by 5.3 percent?”
⭐️The numbers are our political statements, not reality.
🆘And if I were a federal employee at the Bureau of Labor Statistics,
I would be extremely frightened;
quite quickly they’re going to be in the line of fire.The last time around, back during the Obama years, when there was a lot of "inflation truthers" claiming that the inflation numbers were being manipulated to make it look like there was less inflation than there was.
❌Such accusations are always projections
—it’s what they would do, not what was actually happening.We turned to various kinds of private sector independent measures of inflation, many of which were originally developed by economists in places like Argentina,
where manipulation of the data was standard so they developed their own ways to measure.We’re going to be having to do that.
⚠️ My guess is by sometime next year, we’re going to be having to look at proxies for what’s actually happening to the economy,
possibly for what’s actually happening to crime,
because the official numbers are going to be corrupted. -
Krugman:
This is, by the way, [what] standard autocratic regimes are known for.⭐️In some ways, among their first targets are #statistical #agencies because ➡️ they want the numbers to say what they want the numbers to say.
I’ve been at conferences in Asia where the Chinese government announces that the economy grew 5.3 percent.
And everyone at the conference asks not “why did the Chinese economy grow by 5.3 percent?” but “why did the Chinese government decide to say that it grew by 5.3 percent?”
⭐️The numbers are our political statements, not reality.
🆘And if I were a federal employee at the Bureau of Labor Statistics,
I would be extremely frightened;
quite quickly they’re going to be in the line of fire.The last time around, back during the Obama years, when there was a lot of "inflation truthers" claiming that the inflation numbers were being manipulated to make it look like there was less inflation than there was.
❌Such accusations are always projections
—it’s what they would do, not what was actually happening.We turned to various kinds of private sector independent measures of inflation, many of which were originally developed by economists in places like Argentina,
where manipulation of the data was standard so they developed their own ways to measure.We’re going to be having to do that.
⚠️ My guess is by sometime next year, we’re going to be having to look at proxies for what’s actually happening to the economy,
possibly for what’s actually happening to crime,
because the official numbers are going to be corrupted. -
A surprising career in scientific misconduct:
#datamanipulation #scientificresearch #retractions #misconduct #ethics
🧐 -
Discover how to perform Redis numeric operations like incrementing and decrementing values. Enhance your skills in real-time data manipulation for scalable applications. #Redis #DataManipulation #DatabaseOperations
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A few days ago, the Statistics Globe YouTube channel reached 30K subscribers (see here: https://www.youtube.com/c/statisticsglobe)!
To celebrate this milestone, I've launched a 3-day promotion offering a 33% discount on all my courses, with only 24 hours left. The promotion ends tomorrow, Friday, at 3:33 pm GMT+2: https://statisticsglobe.com/courses
#rstats #python #statistics #datascience #statisticalanalysis #rstudio #datamanipulation #pca #youtube
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I’m excited to announce that the Statistics Globe online course on "Statistical Methods in R" has just started!
Currently, we have 68 participants, and the group is still growing. This is a great success, and I’m very grateful! Thank you all for your support.
If you'd like to join us, there's still time to register: https://statisticsglobe.com/online-course-statistical-methods-r
#statistics #statisticalanalysis #datascience #rstats #rstudio #datamanipulation #dataviz
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Get immediate access to the following courses:
- Introduction to R Programming for Absolute Beginners: https://statisticsglobe.com/online-course-r-introduction
- Data Manipulation in R Using dplyr & the tidyverse: https://statisticsglobe.com/online-course-data-manipulation-r-dplyr-tidyverse
- Principal Component Analysis (PCA): From Theory to Application in R: https://statisticsglobe.com/online-course-pca-theory-application-r#rstats #datascience #statistics #datamanipulation #dataanalysis #dataviz
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I'm excited to present a video collaboration with the "Data Professor" Chanin Nantasenamat.
In the video, I explore a data set containing data science salaries in the USA using packages from the tidyverse in R.
Video link: https://www.youtube.com/watch?v=2PI0N_F0OiU
This video also serves as a teaser for my online course on "Data Manipulation in R Using dplyr & the tidyverse."
Check out the data manipulation course: https://statisticsglobe.com/online-course-data-manipulation-r-dplyr-tidyverse
#rstats #datascience #statistics #statisticalanalysis #datamanipulation
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I'm very excited to announce that the Statistics Globe online course on "Introduction to R Programming for Absolute Beginners" has just started.
However, there is still the option to register: https://statisticsglobe.com/online-course-r-introduction
Secure your spot now and get immediate access to the course.
See you soon in the course.
Joachim
#rstats #rstudio #datascience #statistics #datamanipulation #dataviz
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Big announcement: I'll be running two new R programming courses soon!
1st Course: Introduction to R Programming for Absolute Beginners: https://statisticsglobe.com/online-course-r-introduction
2nd Course: Data Manipulation in R Using dplyr & the tidyverse: https://statisticsglobe.com/online-course-data-manipulation-r-dplyr-tidyverse
Bundle Discount Available: https://joachimschork.gumroad.com/l/tfqsw
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Day 88 of #100DaysOfCode
Automating Python scripts on a server
Blog post created from a video
pydub: Splitting audio file
whisper: Speech to text model
GPT4o: Formatting the article. This is the most interesting part (see images), because the talk has natural language, file names, Python and bash code, and it was able to properly format everything, and I mainly copied/pasted.#SEO #SEM #analytics #advertools #DataScience #Python #datamanipulation
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Day 87 of #100DaysOfCode
Create a script to invert a mapping:
FROM:
URL-A: keyword1, keyword2, keyword3
URL-B: keyword2, keyword4TO:
keyword1: URL-A, URL-B
keyword2: URL-B, URL-Cetc...
#SEO #SEM #analytics #advertools #DataScience #Python #datamanipulation
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Data Manipulation Initial Planning Is A Crucial Aspect Of Any Project, & It's One Of My Favourite Parts!
I still prefer to do this phase 'old school', with a large piece of (portable) paper, pencil, and eraser, revisiting and adjusting as needed, often the next day as it has percolated overnight...
During this phase, I list constraints, data validation needs, design a broad framework, and determine interactions while trying to future-proof as much as possible. I bring in my requirements and questions from my initial JIRA ticket(s) - and then use these to develop and evolve business rules, along with a process diagram construction.
From there, it's all on to SQL and manual testing in PostgreSQL + PostGIS and finally prototype app construction - for the devs to then take and make it work fast and well!
#datamanipulation #projectplanning #SQL #PostgreSQL #PostGIS #gis #spatial #mapping #datavalidation #requirements #businessrules #futureproofing #futureproof #app #development #oldschool -
Data Manipulation Initial Planning Is A Crucial Aspect Of Any Project, & It's One Of My Favourite Parts!
I still prefer to do this phase 'old school', with a large piece of (portable) paper, pencil, and eraser, revisiting and adjusting as needed, often the next day as it has percolated overnight...
During this phase, I list constraints, data validation needs, design a broad framework, and determine interactions while trying to future-proof as much as possible. I bring in my requirements and questions from my initial JIRA ticket(s) - and then use these to develop and evolve business rules, along with a process diagram construction.
From there, it's all on to SQL and manual testing in PostgreSQL + PostGIS and finally prototype app construction - for the devs to then take and make it work fast and well!
#datamanipulation #projectplanning #SQL #PostgreSQL #PostGIS #gis #spatial #mapping #datavalidation #requirements #businessrules #futureproofing #futureproof #app #development #oldschool -
Data Manipulation Initial Planning Is A Crucial Aspect Of Any Project, & It's One Of My Favourite Parts!
I still prefer to do this phase 'old school', with a large piece of (portable) paper, pencil, and eraser, revisiting and adjusting as needed, often the next day as it has percolated overnight...
During this phase, I list constraints, data validation needs, design a broad framework, and determine interactions while trying to future-proof as much as possible. I bring in my requirements and questions from my initial JIRA ticket(s) - and then use these to develop and evolve business rules, along with a process diagram construction.
From there, it's all on to SQL and manual testing in PostgreSQL + PostGIS and finally prototype app construction - for the devs to then take and make it work fast and well!
#datamanipulation #projectplanning #SQL #PostgreSQL #PostGIS #gis #spatial #mapping #datavalidation #requirements #businessrules #futureproofing #futureproof #app #development #oldschool -
Data Manipulation Initial Planning Is A Crucial Aspect Of Any Project, & It's One Of My Favourite Parts!
I still prefer to do this phase 'old school', with a large piece of (portable) paper, pencil, and eraser, revisiting and adjusting as needed, often the next day as it has percolated overnight...
During this phase, I list constraints, data validation needs, design a broad framework, and determine interactions while trying to future-proof as much as possible. I bring in my requirements and questions from my initial JIRA ticket(s) - and then use these to develop and evolve business rules, along with a process diagram construction.
From there, it's all on to SQL and manual testing in PostgreSQL + PostGIS and finally prototype app construction - for the devs to then take and make it work fast and well!
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