#lovemum

[eyetcsuffolk]

🌻🌹🪴MOTHERS DAY💐🌺🌷 Sunday March 19th is Mother’s Day and Eye Town Stores are ready.Treat Mum to something special this weekend a bouquet of fresh flowers, wine and champagne, special cheese, handmade chocolates,a bunch of spring daffodils, a voucher for pampering or that special antique or thoughtful gift.Mothers Day cards available from the retailers based in Eye.Spoil her on Mother’s Day @the_queens_head_eye and the @the_oaksmere have a Mothers Day menu to wine and dine on Sunday. Please feel free to add to the offerings by posting your selection of services. @greendoordecorative @coopuk @lifesolesuffolk @coopukpress @cocoamama_chocolate_cafe @fleurs_artisan_florist @coopuk @eyehairandbeautysalon @bar.14x @dream_on_woman @englishantiques1 @cafeye14 @tilting_sky @workwear_ltd @royhumphreygroup @nifti.___ @clothing_dream_on @tiltingsky @thebankartscentre @fts_ebayhub @outflux @familiestogethersuffolk @gshureyandsonbutchers @suffolkwire @visit_suffolk #mothersday #sunday #sundayroast #sundayfunday #sundaychurch #sundaylunch #march #special #mum #mumlife #lovemum #specialday #onceayear #eveyday #shopping #cards #gifts #giftshop #wine #chocolate #handmade #coop #dafodils #flowers #cheese #redwine #whitewine #visiteye #eyesuffolk #suffolkbusiness (at Eye Market Town) https://www.instagram.com/p/CpzZNmro0zR/?igshid=NGJjMDIxMWI=

[alineonfire]

COURSERA MODULE 4_WEEK 3_LASSO REGRESSION

This week, I am trying to determine what may be the reasons that influence overweight in young adults aged 10 to 20 yo, from the ADDHealth panel.

From the addhealth dataset, I manage the different variables that I need, set aside NA responses, and categorize them into binary No/Yes responses for the following topics:

TARGET VARIABLE:

H1GH28 related to weight => recoded [‘OVERWGHT’] after data management

EXPLANATORY VARIABLES (Categorical)

H1FS6 related to depression => recoded [‘DEPRESS’] after data management

H1TO15 related to alcohol habits => recoded [‘ALCOHOL’]

H1TO32 related to Majiruana consumption => recoded [‘MJCONSO’]

And I add Quantitative Explanatory Variables:

H1PF1 related to warm and love from your mother => recoded [‘LOVEMUM’] after data management

H1PF4 related to communication with your mother => recoded [‘COMMUM’]

H1PF5 related to the satisfaction of the relationship with your mother => recoded [‘RELMUM’]

The figures for each variable are therefore:

The new data set (data2) cleaned from all NA responses is now:

My sample then includes 1095 subjects.

In Python, I set predictor and target variables. Before asking for a Lasso regression, I standardize all the predictors to have a mean equal to zero and a standard deviation equal to one to get the predictors the same penalty.

As my sample includes more than 1000 subjects, I split the dataset into training data set consisting of 70% of the total observations, and the other 30% in test data set.

Once done, I run a lasso regression :

None of my predictor variables are strongly associated with overweight. Love from mother and alcohol habit have a value of zero and were subsequently removed from the model. Depressive feeling is the stronger variable associated with overweight in my selection, as well as Marijuana consumption that is negatively associated with overweight.

Let’s continue with asking for a regression coefficient progression using negativelog10 transformation to the alpha values.

Purple line is for DEPRESS, with a regression coefficient around 0.04, followed by MJCONSO (consumption of marijuana) with a negative regression coefficient -0.02. Others variables do not impact the model.

Finally, we ask Python to print the average mean square error, and test data mean square error:

The test mean square error (0.2318) is really close to the training mean square error (0.2363), meaning that both dataset have the same accuracy in predicting overweight.

The R-square values are really poor (0.02) indicating that the chosen model explained around 2% of the variance in overweight for my sample. The exercise was interesting, it still made it possible to rule out certain variables that had no impact on overweight;

[momofboystribe]

Have a sweet Saturday!!

#moms #momblog #mom #momtobe #stay at home mom #boymom #momlife

[antwisblog]

Find a treasure Love and respect ya parents #bestmum #bestmumever #mum #lovemum #legendary (at Techiman) https://www.instagram.com/p/CJSJEwin-mk/?igshid=1ehovx23f25bk

[yesbiby-blog]

I miss you Mum ❤❤❤

[chanel57]

[denniskasap]

View this post on Instagram

A post shared by dkdesigns27 (@denniskasap)

Best Mum for Mother's Day. #mothersday #mum #giftsformom #giftsformum #pinkflower #love #heart #family #mom #mamma #bestmom #bestmum #children #baby #mummy #mother #giftformothersday #giftsforher #lovemum #positivevibes #heartshape #motherandchild #loveandcaring #xxxmum https://www.instagram.com/p/B_c1ys7FHKu/?igshid=maavmqcmq434

[nominationitaly-accessories]

Surprise your mum this mother’s day with a bundle of choice from www.nominationaccessories.com 🌷

#mothersday #lovemum

[samshouseofcraft]

Another beautiful custom order went out Wednesday 👍 this bouquet contains 12 white and 12 red 🌹 roses bouquet like this would make a perfect gift for Mother’s Day. any colours available. Will be adding this bouquet to my #etsyshop or Please message me for more info or if you would like to place a order 💐 x #white #red #roses #beautiful #mothersday #mum #lovemum #love #craft #etsy #etsyseller #roses #wow #wedding #weddinginspiration #weddingflowers #homedecoration https://www.instagram.com/p/B9GrPQ-F7i_/?igshid=eene6tk3yjoe

[dearjazzlovemum]

Note #6.5

She’s purrfect.

I’m trying. 

[mode-enceinte]

.
• v i t r i n e •
.
👗👚🧥👖
. #vitrine #mmfuturemaman #mode #rennes #bretagne #enceinte #futuremaman #bebearrive #maternite #rennescity #mumtobe #bebe2019 #renneshop #rennesmaville #lovemum #femmeenceinte #ruevasselot 


[daringflowers]

Happy mother's day ❤️🌹I'm so happy I have the chance to spend another mother's day with my mum. I wish everyone the same hapinness 💋 #happy #lovemum #love #flowers #betterthanflowers #popupshop #mum #mothersday (at Sydney, Australia) https://www.instagram.com/p/BxV2SGCFoCJ/?utm_source=ig_tumblr_share&igshid=19a3lzkmzq06j

[j0turner]

#mumsroses🌹 The old ones have fallen & the new ones are blooming. Let’s hope that’s a metaphor for 2023. Love you mum. I miss you. Xoxox #montvillerose #lovemum #goodbye2022hello2023 (at Maleny, Queensland) https://www.instagram.com/p/Cm3EDjhBme0/?igshid=NGJjMDIxMWI=

[freddyandressa]

Mãe, você não se curva diante das dificuldades, mas as vence! Seu amor me encanta, sua força me orgulha e sou realmente privilegiado por tê-la em minha vida, por ser seu filho! Mulher guerreira, sensível, de fé inabalável. Nosso melhor presente nesse dia, é celebrar sua existência em nossas vidas! Te agradecer pelos ensinamentos de fé, de uma vida em Cristo e por sempre orar e cuidar de cada um de nós, mesmo que a distância. Te amo minha mãe! ❤️🥰😍 #diadasmaes #felizdiadasmaes #bestmomever #lovemum #familia (at Praia De Dois Rios, Ilha Grande, Angra Dos Reis) https://www.instagram.com/p/CdT34biObJ8/?igshid=NGJjMDIxMWI=

[adrianamadedecor]

Life chemistry 🧪 #lovemum #mothersday #chrmistry #chemistrydesignwerks #chemistrygifts #chemistrydecor #teachergifts #teacherdecor #sciencedecor #scienceparty #sciencebabyshower https://www.instagram.com/p/CdSlLm8KcQh/?igshid=NGJjMDIxMWI=

[joyceblok]

Our favourite Mother’s Day gift

If you asked us what makes the perfect gift, we’d say it’s something a wee bit indulgent, something nurturing, and something that can be used on a daily basis, so that with every use, it acts as a sweet reminder of how much you care. It’s for all of these reasons that we adore our Joyce Blok Sugar Scrub and regard it as the perfect Mother’s Day gift. 

More than just a sweet treat, our sugar scrub significantly improves skin health. Sugar draws moisture from the environment, so applying the scrub helps keep skin hydrated from within. Sugar is also a natural source of an AHA, which helps to generate a fresher, younger-looking complexion. 

Here’s a breakdown of what makes our scrub so unique: 

Cane Sugar increases hydration, exfoliates and brightens the skin

Almond Oil acts as a natural emollient which softens the skin and retains skins moisture

Rose Flower Oil comes from a beautiful aromatic flower which provides relaxing, calming and soothing benefits to the skin. 

This hydrating elixir gently exfoliates to invigorate the skin, leaving it beautifully radiant and silky smooth. All this goodness is gorgeously packaged and makes the perfect sweet treat. We’ve got these flying out the door to kiwi mums all over the country and we’d love to make yours one of them. Shop here.