#labordaysale @ManningPublications : eBooks 19.99 and up, pBooks $29.99 and up, All liveProjects and liveVideos $19.99. #learndatascience #learnprogramming https://www.manning.com/books/fighting-churn-with-data?a_aid=fight-churn&a_bid=61baa361 #pythonprogramming #sql #machinelearning #datascience #churn

My #churn #datascience and #machinelearning #simulation paper was rejected from the journal Simulation Modelling Practice and Theory. 🙁 The editor said: "While your results are of potential interest, currently we have no area editors available to handle the specific topic of your manuscript." I guess thats sort of a friendly brush off? ¯\_(ツ)_/¯ Do you have any suggestions for other journals I could submit it to? Please let me know! https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4540160

I made a long overdue #upgrade to the #python packages in the #opensource repo for Fighting #churn with #data! But I wasn't able to get #pandas 2.0 in the build, because some of the dependencies were holding me back 😢 Please let me know if you have any problems with the new build. #datascience #machinelearning https://github.com/carl24k/fight-churn

My #churn #datascience #simulation paper can now be found on SSRN (Social Science Research Network) https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4540160 - I have submitted it to the journal Simulation Modeling Theory and Practice; although I don't think the current iteration is publication quality, I'm hoping that with some review and revision it might make the grade 🤞

I posted a #whitepaper on #churn #data #simulation along with a major update to the #churn #datascience and #machinelearning #simulation #code for Fighting Churn With #Data. I have created amazingly realistic #churn #simulation #data sets for #machinelearning #experimentation and to help folks #learndatascience. Please boost! It's linked here: https://github.com/carl24k/fight-churn

Great #churn #customersuccess principles from #SaaS tr‘s Jason Lemkin for #earlystage #startup companies BEFORE you even have enough #data to fight churn using #machinelearning and #datascience : https://www.saastr.com/5-top-tips-to-dive-down-churn-in-the-early-days/

#churn ALERT: I just saw this billboard near me. It’s amazing looking back and thinking I started analyzing #subscription #churn with #datascience and #machinelearning 10 years ago, and back then no one knew what it was. Now this! We’ve come a long way in the #subscriptioneconomy

Another July #sale from
@ManningPublications : All physical BOOKS $29.99 TODAY, Monday July 24th. Including my book on #subscription #churn #datascience and #machinelearning : https://www.manning.com/books/fighting-churn-with-data

Recurly published a report with #churnrate 's for their customers : 6.7% average monthly (56.5% annual.) Thats high for #saas and even #streaming but I think these are primarily smaller/newer companies. Here's an interesting stat: the churn rate breaks down into 2.2% churn due to failed payments (AKA "involuntary churn") and 4.6% actual cancelations. (Don't ask me why it doesn't add up to 6.7 - look like a rounding error.) #subscriptioneconomy #churn https://recurly.com/resources/report/state-of-subscriptions/

#sale at Manning Publications Co. today: All liveProjects and liveVideos $19.99, including my #handsonlearning project for #churn, Fighting Churn with Manning's Livebook Data -

https://www.manning.com/liveprojectseries/fighting-churn-ser

#datascience #machinelearning #subscriptioneconomy

#subscription billing app Recurly released an interesting #churn study: The Top Reason for #churn: "Wasn't using it" (34%), "Price increased" (34%), "Reduce expenses" (32%). This totally agrees with my own experience: It's all about customers getting value for their money. Everything else is secondary! https://recurly.com/resources/report/state-of-subscriptions-what-consumers-want-2023/ #subscriptioneconomy

I will be speaking about my book Fighting #Churn With #Data at the Pitch.Link 𝗦𝗮𝗹𝗲𝘀 𝗮𝗻𝗱 𝗠𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 𝗟𝗶𝘁 𝗙𝗲𝘀𝘁 THIS FRIDAY 𝗝𝘂𝗻𝗲 30th 10:20 AM 𝗘𝗦𝗧 : 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗳𝗼𝗿 𝗙𝗿𝗲𝗲: https://lnkd.in/gKCnUPJn

I'll be speaking with with 𝟮𝟮 𝘽𝙚𝙨𝙩 𝙎𝙚𝙡𝙡𝙞𝙣𝙜 𝘼𝙪𝙩𝙝𝙤𝙧𝙨 𝙤𝙛 𝘽𝙡𝙤𝙘𝙠 𝘽𝙪𝙨𝙩𝙚𝙧 𝘽𝙤𝙤𝙠𝙨. 𝙉𝙤𝙩 𝙮𝙤𝙪𝙧 𝙚𝙫𝙚𝙧𝙮𝙙𝙖𝙮 𝙨𝙖𝙡𝙚𝙨 𝙚𝙫𝙚𝙣𝙩! Meet . Learn. Network! #marketing #sales #authors #DataScience #machinelearning

I will be speaking about my book Fighting #Churn With #Data at the Pitch.Link 𝗦𝗮𝗹𝗲𝘀 𝗮𝗻𝗱 𝗠𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 𝗟𝗶𝘁 𝗙𝗲𝘀𝘁 𝟮𝟬𝟮𝟯, 𝟮𝟵𝘁𝗵 𝗮𝗻𝗱 𝟯𝟬𝘁𝗵 𝗝𝘂𝗻𝗲. 𝟴𝗮𝗺 - 𝟮𝗽𝗺 𝗘𝗦𝗧 : 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗳𝗼𝗿 𝗙𝗿𝗲𝗲: https://lnkd.in/gKCnUPJn

I'll be speaking with with 𝟮𝟮 𝘽𝙚𝙨𝙩 𝙎𝙚𝙡𝙡𝙞𝙣𝙜 𝘼𝙪𝙩𝙝𝙤𝙧𝙨 𝙤𝙛 𝘽𝙡𝙤𝙘𝙠 𝘽𝙪𝙨𝙩𝙚𝙧 𝘽𝙤𝙤𝙠𝙨. 𝙉𝙤𝙩 𝙮𝙤𝙪𝙧 𝙚𝙫𝙚𝙧𝙮𝙙𝙖𝙮 𝙨𝙖𝙡𝙚𝙨 𝙚𝙫𝙚𝙣𝙩! Meet . Learn. Network! #marketing #sales #authors

#svod #churnrate average is holding steady 47%.

#churn #math review: 47% annual churn is 5.2% monthly via =1-(1-0.47)^(1/12)

https://www.tvtechnology.com/news/parks-streaming-video-churn-rate-holds-steady-at-47

T-Mobile is using #AI to fight #churn - this article also has #churnrate stats for #mobilephone : T-Mobile .89%, Verizon .84%, AT&T .81%. #machinelearning #datascience #analytics

https://www.phonearena.com/news/t-mobile-ai-will-reduce-churn_id147823

Deal of the Day May 24: Save 45% on my book/liveProject series "Fighting #churn with #data" and other selected titles @ManningPublications :

http://mng.bz/WrEx

#datascience #machinelearning #saas #subscriptioneconomy

What you consider a good #churnrate really depends on your vertical: Analysts bemoan Verizon #churn increasing from 0.83% to 0.9% - anything below 2% is an enviable #churnrate for #saas and below 3% is great for #streaming. #subscription #subscriptioneconomy #analytics

https://www.fiercewireless.com/wireless/verizons-rising-churn-problem

This is a nice discussion of different types of #churn in Adweek by Nii Mantse Addy: He points out that #churn may be due financial reasons, competition, seasonality, #churn post some event, as well as general "preventable" churn encompassing bad onboarding, weak product/content etc. #saas #streaming #subscription #subscriptioneconomy

https://www.adweek.com/convergent-tv/todays-churn-is-not-yesterdays-churn/

#millenial consumers "#churn and return" at the highest rate : #streaming #video #churnrate of 62%! #boomers least likely to churn 🤔 https://finance.yahoo.com/video/millennial-consumers-turning-churn-return-211359926.html (Source: @yahoonews and Deloitte)

@tonyallenprice blatant self promotion here, but if you are interested in a hands on #python #Datascience book that tackles a common real world problem, then check out my book on #churn. You can actually read it as a bootstrap guide to doing data science on real corporate data. https://www.manning.com/books/fighting-churn-with-data?a_aid=fight-churn&a_bid=61baa361