Discover and read the best of Twitter Threads about #analytics

Most recents (24)

We added a new article on #URL #Database where the goal is to classify over 80 million #domain for their IAB #categories:…
A set of interesting links about #URL #Classification…
Read 6 tweets
Some end of the week analytics/data thoughts from my work at @Amplitude_HQ with amazing customers and future customers

1/n Without usable data, all bets are off
2/n Even with amazing decision domain chops, and analytics chops .... if these people can't collaborate all bets are off

@Amplitude_HQ #Analytics
3/n You can't silo the people with awareness of the decision domain -- the product surface area, product logic, the business environment, product decisions -- from the people involved in the collection of data.

If you do, the data will not be useful

@Amplitude_HQ #Analytics
Read 7 tweets
“Data don’t lie”. But it typically requires a process of defining #research questions, hypotheses, methodology, interpreting and #dataviz that can introduce subjectivity and #bias. Scientific rigor and objectivity are key in #DataScience. Some #Tips for #DataScientists 🧵
Don’t dive straight into a dataset, domain knowledge is critical. Good #Science requires a theoretical understanding of a topic while #ignorance introduces bias. Sound domain knowledge enables you to ask the right questions and give relevant answers with #DataScience
Investigate the alternate hypothesis. Business questions asked to #DataScientists are often directive, as there already is a hypothesis. Don’t confirm this hypothesis without properly investigating the alternate option.
Read 11 tweets
Cases of Mokeypox by Location (Casos de Viruela del Mono por Lugar) #MonkeyPox #RStats #IDtwitter #ViruelaDelMono #VirueladelSimio #VarioleSinge #VarioleDuSinge #DataScientist #elcarteldeSINADEF #Analytics $BAVA $BAVA.CO $SIGA #AI #100DaysofCode #AWS #TensorFlow #Python🧵(1/2) Image
Cumulative Cases of Monkeypox per Day (Acumulado de Casos de Viruela del Mono por Día) & Statistical Trend in the Count of Cases (Tendencia Estadística en Casos) #MonkeyPox #ViruelaDelMono #VirueladelSimio #VarioleSinge #VarioleDuSinge #IDtwitter $BAVA $BAVA.CO #RStats 🧵(2/2) Cumulative Confirmed Cases ...
Read 3 tweets
🧵 𝑷𝒓𝒊𝒐𝒓𝒊𝒕𝒊𝒆𝒔 𝒊𝒏 𝑯𝒊𝒈𝒉-𝑻𝒆𝒄𝒉 & 𝑺𝒆𝒎𝒊𝒄𝒐𝒏: 𝒂 𝑫𝒖𝒕𝒄𝒉 𝒓𝒆𝒈𝒊𝒐𝒏𝒂𝒍 𝒓𝒆𝒇𝒍𝒆𝒄𝒕𝒊𝒐𝒏 - The High Tech and Semiconductor region in the Brainport Eindhoven is responsible for approximately 40% of all patents in the NL 1/4
Two (of the many) reasons are 1) the presence of strong campuses and, 2) the presence of global, often Dutch found and hardware-oriented, companies. #Semicon #HighTech #Branport #Eindhoven 2/4
As value continuous to shift from Hardware to Software, we see a set of enabling dependent priorities to secure their future vision and market position.
💎 1. Integrate ‘data and analytics’ everywhere along the value chain
🔧 2. Future engineering practices
Read 5 tweets
As a #DataAnalyst, your best north star for skills development is... speed! 🧵
Don’t be fooled by a simplistic interpretation of speed. A sloppy analyst who keeps falling for shiny nonsense “insights” will only slow everyone down in the long run. "Speed" means something nuanced. 🧵
Analysts must master many different forms of speed, including:
Speed of getting data that’s promising and relevant. (Domain knowledge.)
Speed of getting data ready for manipulation. (Software skills.)
Speed of getting data summarized. (Mathematical skills.)
Read 9 tweets
Six months (and counting) at @ventanaresearch. Here's a thread with a handy round-up of my #data and #analytics Analyst Perspectives published to date:

Hybrid and Multicloud Data Platforms…

The Continued Case for Analytic and Operational Data Platforms…

The Emergence of Hydroanalytic Data Platforms…

Hybrid Data Processing Use Cases…

Data Observability and Data Pipelines…

Evolving NoSQL Database Functionality…

Expanded NoSQL Use Cases…

Read 7 tweets
🎓 #Google propose plusieurs cours officiels, 𝒈𝒓𝒂𝒕𝒖𝒊𝒕𝒔 et 𝗰𝗲𝗿𝘁𝗶𝗳𝗶𝗲́𝘀. 🔥

💻 Tous sont liés au monde numérique, digital et technologique.

#Marketing, #Sécurité, #Apps...

Formation sur le marketing digital

Ce cours offert, 𝙖𝙫𝙚𝙘 𝙘𝙚𝙧𝙩𝙞𝙛𝙞𝙘𝙖𝙩𝙞𝙤𝙣 de l'@iab (Interactive Advertising Bureau), permet de maîtriser les principes de base du #marketing numérique.…
🎼 Gestion et croissance sur #Youtube

Cours avec 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗬𝗼𝘂𝘁𝘂𝗯𝗲 pour les partenaires permettant de gérer de la musique, des entreprises, des médias et des partenaires d'identification du contenu sur YouTube…
Read 13 tweets
In a #DataScience project, all paths lead back to #Analytics, often with messy inherited data - here are some helpful skills and traits for it, a thread 🧵
🔥domain knowledge🔥helps data scientists and analysts make sense of the chaos and guide their judgment about how to spend their time and effort. 🧵
🔥data design skills🔥help data scientists and analysts inform data collection efforts based on what they’ve discovered. 🧵
Read 12 tweets
Finally, the #GoldacreReview is published! (During Parliamentary Easter holidays, mid-ping-pong on the #HealthAndCareBill...)

It's 221 pages - each PDF page is a double page spread - so this could be a lo-o-o-ong [Thread].

Here goes...
First point to note, in the Terms of Reference (p5), is that this is about "access to #NHSdata by #researchers, #commissioners, and #innovators" - i.e. #Planning and #CommercialReUse - so it is directly relevant to the operation of millions of people's #NationalDataOptOuts... Terms of reference for the review  1. How do we facilitate a
"185 wide-ranging recommendations for us to explore", says @sajidjavid (p6). Gulp! Time for some coffee...

"systems that ensure #underrepresented groups are well represented" may (partly) refer to this "landmark review", which got off to a slow start:… The far-reaching independent review into potential ethnic bi
Read 159 tweets
Tactical behavior in #Football has a spatial and a temporal component, and results from interaction with the opponent. It’s key to account for all these aspects in data-driven tactical analysis, as well as to respect the complexity of the temporal and spatial dimensions 🧵
Two years ago I published a systematic review in @EurJSportSci on using big data in #soccer for tactical performance analysis that illustrates the associated challenges and provides a data-driven scientific framework. #DataScience
The most common analysis issue is the fact that spatial and/or temporal complexity is not respected. For example by aggregating data over multiple minutes, or constructing spatial features aggregating 11 player positions into a single variable.
Read 9 tweets
Companies invest a lot in analytics - but are these investments valuable?

@IsraeliAyelet and I studied ~1,500 online retailers and found that using a descriptive dashboard increased their weekly revenues by 4%-10%.

#MarTech #BigData #Analytics #ecommerce #DataScience SynthDiD estimate of ATT of adopting analytics dashboard by
The paper is forthcoming in Marketing Science and is available at….

(Ungated version at…)


We used data from over 1,500 small and medium ecommerce global sellers (with mostly Shopify stores) with average monthly revenues of ~$60K.

Every retailer adopted an analytics dashboard that displayed KPIs such as weekly sales, avg basket size, conversion rate etc.

>> Summary statistics of over 1500 retailers who adopted the an
Read 13 tweets
Different professions require distinct applied skill sets
1. Working as a #quality systems controller in the dairy industry, a degree in total quality management will not suffice alone!
You need to have some awards in veterinary sciences & nutrition sciences or food science/tech
2. Working in the Insurance Industry with just a degree in Actuarial Sciences cannot help per se.
The Actuarial Risk Aspirants must develop an understanding of #Insurance Underwriting Methods, Insurance Business Models, Insurance Law & Accounting, in addition to Maths and Stats.
3. The same holds true for those who graduate with qualifications in Financial Engineering or FINTECH, etc.
Students must develop an understanding of financial products, laws, exchanges, etc
Blindly applying quantitative models to events or observable data won't take you anywhere
Read 18 tweets
#CryptoEducation Gems [Mega Thread]

A navigational aid for the variety of projects featured in current @gitcoin #GR13:

A curated list of projects that are helping blockchains become an integral part of the world by empowering people with knowledge and education. 🤓🔖💪

🔎 @LearnWeb3DAO / @haardikkk
(education system)

For open-minded individuals, interested in everything they need to know in order to become a #Web3 native.

A very rich resource with a fast-growing userbase of Web3 students.


2/N #GR13
🔎 Odyssey DAO / @odyssey_dao
(Educational DAO / resource)

For #Web3 newcomers interested in high-quality learning material with a variety of learning paths.


3/N #GR13
Read 70 tweets
Notion is a beast.

But 99% of people are still unaware of the full potential of @NotionHQ.

Here are the best free 30 Notion tools 🧵 👇
Use Dynamic Visualisations (Graphs & Charts)

1. Notion Charts:
2. Notion2Charts:
3. Vizydrop:
4. Customblocks:

#charts #notiontwt #visualizations
5. Chart Nerd:
6. NoChart:

BONUS! Notion Metrics:

#charts #notiontwt #visualizations
Read 11 tweets
[1/5] Top #DataScience Use Cases in various industries:
Customer Support:
[2/5] Top #DataScience Use Cases in various industries:
Energy and Utilities:
[3/5] Top #DataScience Use Cases in various industries:
Human Resources:
Read 6 tweets
We at @Analyticsindiam recently worked on the AI Startup Funding Report. Some of the top findings:

1) The Indian #AI and #Analytics start-up ecosystem received $ 1,108 Mn in funding at a growth rate of 32.5% on a Y-o-Y basis in 2021.
2) The growth in Conversational AI+NLP led start-ups were close to 250% from the previous year.
3) Five start-ups received funding above $50 Mn in 2021.
Read 6 tweets
🔴 LIVE: @rachelsibande joins @CLEARAA1's Talitha Hlaka, @The_DSD's Dez Jason, and @giz_gmbh #FAIRForward's Mark Irura as they discuss #ResponsibleDataUse for #DataGovernance and #MEL in times of unprecedented volumes of #DigitalData and new #DataLaws 👉
Dez Jason kicks things off by sharing @MERLTech's #ResponsibleData in #MonitoringAndEvaluation (#RDiME) #ME and #data life cycles, at every stage of which responsible #DataGovernance is considered key:…
Mark Irura notes the importance of using #data to improve governance but he emphasizes that communities need to know how their data is being used so they can protect their #privacy.

However, choosing not to share your data should NOT prevent you from participating in government!
Read 20 tweets
Many academic institutions are kinda confused when it comes to launching new degrees such as #FinTechs, Data Sciences, Business #Analytics, Machine Learning, Ai, etc.
There does not seem to be a standardized curriculum for such programs as we see in other academic disciplines.
Just combining courses from Maths, Statistics and Computer Sciences Faculty will not give you a Data Science Degree Program.
That is the mistake that universities're making at the moment.
Highly Amateurish.
The same mistake was made when business schools Physics,& Engineering Departments came together to launch applied Mathematical Degrees such as FE- Financial Engineering, etc.
#Quant #Finance was probably the most sought-after degree before the #GFC and later the lies got exposed
Read 5 tweets
Benefits of #AI Technology in Various Industries:
See #DataScience Applications also:
#abdsc #DigitalTransformation #BigData #MachineLearning #IoT #IoTPL #IIoT #Agtech #Martech #Healthtech #Fintech #Insurtech #Retail Travel…
[1/5] Top #DataScience Use Cases in various industries:
Customer Support:
[2/5] Top #DataScience Use Cases in various industries:
Energy and Utilities:
Read 6 tweets
#Impfstoff“-Chargen-LOTTO: Mit etwas Pech gewinnst Du eine #Charge m. bis zu 3000x #Toxizität mit vielen #Hospitalisierungen/#Todesfälle|n… 70-80% Chargen sind clean, 1 von etwa 200 aber FATAL! Nachvollziehbar bewiesen durch BigData-Auswertungen von VAERS/Chargen-Nr./Meldungen. ImageImage
#MikeYeadon (Ex-head Research #Pfizer): „Turning to your discoveries from smart analyses of batches in VAERS, the descending series of batches/adverse events for the Pfizer #vaccine is without doubt the most frightening & disturbing figure I’ve ever seen. …patterns have meaning“
#VAERS database provided the batches in time sequence, and has records of all the #adversereactions associated with each batch. So it was a simple task to create a graph showing how #toxicity of the #batches varied with time over the entire year of #2021.
Read 6 tweets
#OSINT Thread: #Analytics identifiers

Web analytics tracking IDs are hidden in the website’s code. In order to see them, you need to view the page source and search for keywords associated with popular web analytics platforms:

Google AdSense: pub- / ca-pub
Google Analytics: UA-
Amazon: &tag=
AddThis: #pubid / pubid
Yandex.Metrika: / ym

Alternatively you can use these tools to detect identifiers:
Having found a particular identifier, you can try to find its use on other websites:………
Read 4 tweets
Top #DataScience Use Cases in various industries — #Agtech #Banking Construction Energy Finance Gaming Healthcare Insurance #Manufacturing #Martech #Retail Telecom Travel…
#abdsc #DigitalTransformation #BigData #MachineLearning #AI #IoT #IoTPL #IIoT
[1/5] Top #DataScience Use Cases in various industries:
Customer Support:
[2/5] Top #DataScience Use Cases in various industries:
Energy and Utilities:
Read 6 tweets

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