投稿時間:2022-02-16 01:27:12 RSSフィード2022-02-16 01:00 分まとめ(34件)

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AWS	AWS Cloud Enterprise Strategy Blog	The CDO: Chief Disappearing Officer	https://aws.amazon.com/blogs/enterprise-strategy/the-cdo-chief-disappearing-officer/	The CDO Chief Disappearing Officer“If your actions inspire others to dream more learn more do more and become more you are a leader ーJohn Quincy Adams I have been privileged to meet executives from every sector many with the newer title of “CDO The “D usually stands for Digital or Data Here s my observation from seeing great CDOs in …	2022-02-15 15:42:51
AWS	AWS Open Source Blog	Learn Amazon Simple Storage Service transfer configuration with Syne Tune	https://aws.amazon.com/blogs/opensource/learn-amazon-simple-storage-service-transfer-configuration-with-syne-tune/	Learn Amazon Simple Storage Service transfer configuration with Syne TuneThe object storage service Amazon Simple Storage Service Amazon S is a foundational storage building block powering a variety of workloads from asset backup and serving to analytics and machine learning In this blog post we describe how to search and find a scenario specific optimized S download configuration in minutes using the open source distributed …	2022-02-15 15:16:53
AWS	AWS	How do I download an invoice for my monthly AWS charges?	https://www.youtube.com/watch?v=m5LVVjl5ya0	How do I download an invoice for my monthly AWS charges Skip directly to the demo For more details see the Knowledge Center article with this video Wasif shows you how to download an invoice for your monthly AWS charges Introduction Resolution ClosingSubscribe More AWS videos More AWS events videos ABOUT AWSAmazon Web Services AWS is the world s most comprehensive and broadly adopted cloud platform offering over fully featured services from data centers globally Millions of customers ーincluding the fastest growing startups largest enterprises and leading government agencies ーare using AWS to lower costs become more agile and innovate faster AWS AmazonWebServices CloudComputing	2022-02-15 15:34:21
python	Pythonタグが付けられた新着投稿 - Qiita	[dearpygui] drag&dropでプロットする	https://qiita.com/shu32/items/f7e1b30fa8a0537227ef	dearpyguidragampdropでプロットするやりたいことドキュメントのギャラリーにあるような、データをドラッグしてグラフを表示してみたいdemoを参考にしながら方法を調べてみました環境MacOSPythondearpyguinumpypipinstalldearpyguinumpy詳細ドラッグampドロップの実装まずは簡単なドラッグの実装からドラッグ側ドラッグしたいアイテムにdpgadddragpayloadを設定引数はparentドラッグしたいアイテムのタグdragdataドラッグして渡したいデータpayloadtypeドラッグ元とドラッグ先の合言葉のようなもの双方に同じ文字列を入力ドロップ側アイテム作成時にdropcallbackpayloadtype引数を入力それぞれdropcallbackドロップされたときに実行する関数payloadtypeドラッグ元と同じ文字列下はと表示してあるボタンをドラッグして、inputintアイテムに値を入れていますfromtypingimportAnyUnionimportdearpyguidearpyguiasdpgドラッグされたときに呼び出す関数definputdropintsenderUnionintstrappdataAnyuserdatagtNoneドロップされた整数を入力するParameterssenderUnionintstr送信元のタグappdataAnyドロップされたデータuserdatadpgsetvaluesenderappdata描画設定dpgcreatecontextdpgcreateviewporttitlePlotviewportwidthheightwithdpgwindowlabelDragampDropWindowwidthheightwithdpggrouphorizontalTruebuttondpgaddbuttonlabelstrdragdataドラッグ先に渡すデータpayloadtypeドラッグ元とドラッグ先の合言葉のようなものstrを指定dpgadddragpayloadparentbuttondragdatapayloadtypeDragampDropinputintdpgaddinputintlabeldropdropcallbackinputdropintpayloadtypeDragampDropdpgsetupdearpyguidpgshowviewportdpgstartdearpyguidpgdestroycontextwithdpgdragpayloadだとドラッグ中に表示さあれるウィンドウの編集ができます。	2022-02-16 00:37:57
python	Pythonタグが付けられた新着投稿 - Qiita	DroidCamアプリのHDトライアル版接続でキャプションを消したい	https://qiita.com/loveshioya/items/d292b316d42bc82bcb82	処理結果が以下です。	2022-02-16 00:18:08
js	JavaScriptタグが付けられた新着投稿 - Qiita	Chart.jsのscales optionsの書き方が変わっていたのでメモ	https://qiita.com/na_it_o/items/5f3ec3d3bd6a0bbfc1f6	Chartjsのscalesoptionsの書き方が変わっていたのでメモChartjsを使ってグラフを描くにあたってグラフのオプションの書き方が以前vと変わっていてつまずいたので備忘録。	2022-02-16 00:19:58
AWS	AWSタグが付けられた新着投稿 - Qiita	【AWS】PrivateLinkを利用した閉域網なWeb環境をCloudFormationで構築	https://qiita.com/chibiharu/items/15bf6235cebf1b15d418	システム構成図作業工程プロパイダークラスターネットワーク環境を構築VPCSubnetRoutetableサーバ環境を構築SGECNLBEndPointServiceクライアントクラスターネットワーク環境を構築VPCSubnetRoutetableサーバ環境を構築SGECEndPoint完了要件クライアントECからプロパイダーECに対して、プライベートリンクを経由したcurlコマンドによる接続確認を行うクライアントECからプロパイダーECに対して、プライベートリンクを経由しないcurlコマンドによる接続ができないことを確認するPrivateLinkについてPrivateLinkとはPrvateLinkとは、分かりやすく言うと「AWSへのAPIアクセスをインターネットを経由せずに行えるインターフェースタイプのVPCエンドポイント」です。	2022-02-16 00:08:51
golang	Goタグが付けられた新着投稿 - Qiita	# 【Go】一人コードリーディング会を始めます。(4回目)	https://qiita.com/endo-yuki/items/4d34ca68a88ec52ac2bd	コードリーディング会とは何人かで同じコードを各々で読んで、発見を共有して理解を深めましょうというのが趣旨と理解しています。	2022-02-16 00:07:54
海外TECH	MakeUseOf	Final UX3000 Review: Excellent ANC, Trademark Sound	https://www.makeuseof.com/final-ux3000-review/	broad	2022-02-15 15:55:12
海外TECH	MakeUseOf	Vivaldi 5.1 Has Arrived: Here's What's New and Improved	https://www.makeuseof.com/vivaldi-51-new-and-improved/	additions	2022-02-15 15:28:26
海外TECH	MakeUseOf	A Huge Settings Revamp Is Coming to Your Windows 11 PC	https://www.makeuseof.com/windows-11-settings-revamp-sun-valley-2/	settings	2022-02-15 15:26:11
海外TECH	DEV Community	Performance Testing using Iter8	https://dev.to/qainsights/performance-testing-using-iter8-4nld	Performance Testing using IterThere are umpteen performance testing tools available in the commercial market as well as in the open source repositories Based on our requirements we can choose the best tool from the arsenal Recently Go based performance testing tools are exploding in the open source world Go runtime provides very light weight goroutines which execute the tasks quickly and efficiently In this blog post we are going to see about Iter a simple Go based performance testing tool which validates the SLOs performs Chaos testing and more IterThere are a couple of things you should be aware Iter s pronunciation Iter eight primary target audience are DevOps MLOps Developers Performance Engineers and Testers in this order Iter is a command line interface tool which sends loads of requests to the target URL and then evaluates the SLOs and optionally you can generate an HTML report Iter gels with the CI CD and GitOps pipelines and is apt for the Kubernetes ecosystem Getting Started with IterInstalling Iter is simple and easy There are multiple methods you can follow to install Iter via Binaries Brew from the Source or using Go I am in the Windows ecosystem I am going to use Go to install Iter The only prerequisite in this method is to have the latest version of Go installed Download Go from and install it To validate the installation open Windows Terminal or Command Prompt and enter go version To install Iter enter go install github com iter tools iter latestTo validate Iter installation enter iter versionValidating Iter Performance Testing using IterRun an ExperimentThe next step is to run a performance test against a URL In Iter an experiment consists of an Experiment Chart similar to Helm charts and user inputs via command line Experiment Charts are available in the Iter GitHub repo e g load test experiment is located at which is called Iter Hub Right now Iter has the following experiments load test http and load test grpc Hello World ExperimentLet us begin with a simple load test using load test http chart Enter the below command in your terminal and hit enter This command will create a directory and download the experiment from Iter Hub iter hub e load test httpcd into load test httpBelow is the content in load test http folder Iter ExperimentIn values yaml the default values for the HTTP load test are available Most of the values would be null In Chart yaml the source of the experiment and the API definition can be seen To run an experiment against please do not put more load enter the below command and hit enter iter run set url This command will generate an experiment yaml in the current directory Below is the content of experiment yaml task generate HTTP requests for application URL collect Iter s built in HTTP latency and error related metrics task gen load and collect metrics http with qps connections errorRanges lower versionInfo url By default Iter will send queries per second with parallel connections for the duration will be automatically calculated Below is the output of the above experiment Experiment OutputOnce the experiment is done Iter will generate result yaml which contains the performance metrics such as latency error count error rate and more with the aggregation of min max percentiles mean standard deviation and more To generate the visualization enter the below command which will generate a simple HTML report html in the current directory iter report o html gt report htmlOpen report html in your favorite browser Iter ReportThe HTML report consists of an Experiment Report Histogram analysis and metrics as shown above Following are the default metrics and SLOs collected by load test http experiment request count total number of requests senterror count number of error responseserror rate fraction of error responseslatency mean mean of observed latency valueslatency stddev standard deviation of observed latency valueslatency min min of observed latency valueslatency max max of observed latency valueslatency pX Xth percentile of observed latency values for X in  Sending POST requestIter supports the POST method as well Below is an example of a POST request iter run set url set payloadStr name morpheus job leader set contentType application json AssertionsIter supports assertions to validate the output of each experiment Send the below command which checks for completion failures and SLOs iter assert c completed c nofailure c slosSLOsBelow command sets the various SLOs iter run set url set SLOs error rate set SLOs latency mean set SLOs latency p set SLOs latency p For the above experiment SLOs might fail as shown below Iter SLOsIter validationIter FeaturesLoad testing is one of the features of Iter Apart from load testing it supports A B testing Ks ecosystem serverless ML frameworks and more There are experiments available with Prometheus Chaos testing mirroring traffic split session affinity gradual traffic shifting and more I hope there will be more experiments available in the repo in the near future What is missing As a performance engineer my expectations are high Iter supports only a minimal subset of features for performance testing E g distributed load testing and aggregation data parameterization easy debugging UI performance other protocols and more are missing in this release ConclusionThe pitch of Iter is Kubernetes Release Optimizer where the users will conduct experiments either locally or in the Kubernetes ecosystem or via CI CD GitOps pipelines and try out various versions configurations and modelling to find the best deployment for production Iter is one of the easiest frameworks to learn Definitely you should check it out and see whether it can be used by your team	2022-02-15 15:46:53
海外TECH	DEV Community	Beginners guide to NextJS...	https://dev.to/crater90/beginners-guide-to-nextjs-3ge	Beginners guide to NextJS This blog totally explains the basics of Nextjs and is for beginners who are searching for an easy getting started with Nextjs guide In this article we will look at a few basic features and concepts like SSR and static site generator SSG and I have also tried to answer the most asked question React vs NextJSPS You must have done the basics of React What is NextJS NextJS is a complete full stack framework built on top of ReactJS having a lot of features which makes the development easier and faster It serves functionalities like server side rendering and generating static websites is SEO Search Engine Optimization friendly and has a great developer experience Do we really need NextJS We often have the question that isn t plain React good enough to build powerful apps Yes plain React is great But when we are making large scale applications we need optimizations a folder structure and a lot of extra dependencies like routing etc NextJS makes it easier for us It bundles the existing React library with additional features which makes development easier faster and developer friendly I will try to explain the core advantages of NextJS in simple points Inbuilt file based routing system with dynamic routeswe have a folder structure convention which needs to be strictly followed All the pages are created under pages folder and have route based on file names A new Home route can be simply created by creating file home js pages home jsPS if you are building a multi page page app having multiple routes NextJS gt gt plain React Pre Rendering and client side renderingIt pre renders every page by default It means HTML for each page is generated in advance It results in better performance and SEO Pre rendering is of two types a Static site generation SSG In this method all the pages are generated at the build time and will be reused on each request If you have same type of pages like blog posts and ecommerce product listings you should do SSG b Server side rendered SSR In this method the HTML is generated every time when a request is made It results in slower rendering when compared to Static generation SSG c Incremental static regeneration ISR NextJS allows you to update the static site you have build ISR enables you to use static generation on per page basis without rebuilding the entire site It can be said a mix of positives of SSR and SSG d Client side rendered CSR This is the same method that is being used by React In this you can easily render some parts of page by client side Javascript Interestingly you can choose different data fetching techniques for each page in the Next app according to the requirement API routesIt provides a solution to build your APIs with Next js giving you full stack capabilities Any file inside the folder pages api is mapped to api and will be treated as an API endpoint instead of a page These files are server side only and won t increase your client side bundle size You can build an entire API for a new project export default function handler req res res status json name John Doe There s a lot to know about NextJS It also packs interesting features such as Built in CSS support image optimization fast refresh dev environment powerful middlewares typescript support routing SEO etc Comment below and let me know if you guys want to know more about it I would highly recommend NextJS to someone who is exploring web development and also looking to learn WEB You will surely love it Hope you learnt something Happy coding ‍	2022-02-15 15:24:11
海外TECH	DEV Community	An async & dynamic ORM for Rust!	https://dev.to/billy1624/an-async-dynamic-orm-for-rust-4l36	An async amp dynamic ORM for Rust SeaORM SeaORM is a relational ORM to help you build web services in Rust with the familiarity of dynamic languages Getting Started If you like what we do consider starring commenting sharing and contributing Join our Discord server to chat with others in the SeaQL community Getting StartedUsage ExampleRocket ExampleActix ExampleAxum ExamplePoem Example FeaturesAsyncRelying on SQLx SeaORM is a new library with async support from day DynamicBuilt upon SeaQuery SeaORM allows you to build complex queries without fighting the ORM TestableUse mock connections to write unit tests for your logic Service OrientedQuickly build services that join filter sort and paginate data in APIs A quick taste of SeaORM Entityuse sea orm entity prelude derive Clone Debug PartialEq DeriveEntityModel sea orm table name cake pub struct Model sea orm primary key pub id i pub name String derive Copy Clone Debug EnumIter DeriveRelation pub enum Relation sea orm has many super fruit Entity Fruit impl Related lt super fruit Entity gt for Entity fn to gt RelationDef Relation Fruit def Select find all modelslet cakes Vec lt cake Model gt Cake find all db await find and filterlet chocolate Vec lt cake Model gt Cake find filter cake Column Name contains chocolate all db await find one modellet cheese Option lt cake Model gt Cake find by id one db await let cheese cake Model cheese unwrap find related models lazy let fruits Vec lt fruit Model gt cheese find related Fruit all db await find related models eager let cake with fruits Vec lt cake Model Vec lt fruit Model gt gt Cake find find with related Fruit all db await Insertlet apple fruit ActiveModel name Set Apple to owned Default default no need to set primary key let pear fruit ActiveModel name Set Pear to owned Default default insert onelet pear pear insert db await insert manyFruit insert many vec apple pear exec db await Updateuse sea orm sea query Expr Value let pear Option lt fruit Model gt Fruit find by id one db await let mut pear fruit ActiveModel pear unwrap into pear name Set Sweet pear to owned update onelet pear fruit Model pear update db await update many UPDATE fruit SET cake id NULL WHERE fruit name LIKE Apple Fruit update many col expr fruit Column CakeId Expr value Value Int None filter fruit Column Name contains Apple exec db await Savelet banana fruit ActiveModel id NotSet name Set Banana to owned Default default create because primary key id is NotSet let mut banana banana save db await banana name Set Banana Mongo to owned update because primary key id is Set let banana banana save db await Delete delete onelet orange Option lt fruit Model gt Fruit find by id one db await let orange fruit Model orange unwrap fruit Entity delete orange into active model exec db await or simplylet orange Option lt fruit Model gt Fruit find by id one db await let orange fruit Model orange unwrap orange delete db await delete many DELETE FROM fruit WHERE fruit name LIKE Orange fruit Entity delete many filter fruit Column Name contains Orange exec db await Learn MoreDesignArchitectureRelease ModelChange Log	2022-02-15 15:01:50
Apple	AppleInsider - Frontpage News	Steve Jobs and Apple auction includes rare memorabilia, autographs, computers	https://appleinsider.com/articles/22/02/15/steve-jobs-and-apple-auction-includes-rare-memorabilia-autographs-computers?utm_medium=rss	Steve Jobs and Apple auction includes rare memorabilia autographs computersA new auction with Apple dedicated lots has opened with everything from an autographed Apple II to various Steve Jobs business cards Apple and Steve Jobs auction has opened up for bidsThe RR Auction called The Steve Jobs Revolution Engelbart Atari and Apple holds many historic documents and objects related to the computer revolution of the s The Steve Jobs business card already has three bids at with an estimated final bid Read more	2022-02-15 15:19:58
海外TECH	Engadget	Ford makes it easier to 3D-print accessories for its Maverick pickup	https://www.engadget.com/ford-maverick-3d-printing-cad-files-151056638.html?src=rss	Ford makes it easier to D print accessories for its Maverick pickupFord teased the prospect of D printing your own accessories when it unveiled the Maverick hybrid pickup truck and it s acting on that promise According to D Printing Industry and Newsweek the brand has released CAD files to help you D print add ons compatible with the Ford Integrated Tether System FITS slots behind the center console and under seat storage bins You can build a cupholder that fits your favorite drink or a phone mount tailored to your latest handset You could say Ford is late Enthusiasts have already designed FITS accessories in the months since the Maverick s launch You can even find unofficial FITS slots for the dashboard cubby and non Ford vehicles The official files should make it that much easier to create add ons though and it won t be surprising if there s a surge in user made designs FordThe company is still happy to sell pre made FITS accessories As design manager Scott Anderson told Newsweek however the D printing support represents a quot pretty big shift quot in Ford s attitude toward users It s an acknowledgment do it yourself accessory making is on the rise and that customizing a vehicle can include more than just performance tuning or cosmetics What Ford loses in accessory sales it might gain in loyal fans who buy the brand s vehicles again	2022-02-15 15:10:56
Linux	OMG! Ubuntu!	An App to Control Your Elgato Key Lights on Linux	https://www.omgubuntu.co.uk/2022/02/elgato-key-light-control-linux	An App to Control Your Elgato Key Lights on LinuxI have a set of Elgato key lights that I use when filming and I love them they re very nice lights that give great coverage and colours Part of what makes the lights so practical for me and many others is the wireless control In fact you can only control these lights wirelessly The problem with that is that Elgato only provide their Elgato Control Center software for Windows and macOS there are mobile apps for Android and iOS too Since I typically use my phone to wirelessly control my Panasonic camera which requires connecting to a custom local wireless This post An App to Control Your Elgato Key Lights on Linux is from OMG Ubuntu Do not reproduce elsewhere without permission	2022-02-15 15:38:27
海外科学	NYT > Science	Will We Soon Be Eating Chicken Grown From Animal Cells?	https://www.nytimes.com/2022/02/15/dining/cell-cultured-meat.html	Will We Soon Be Eating Chicken Grown From Animal Cells Here s an early taste of the laboratory grown meat that companies are racing to bring to market and a look at the questions it raises about how we feed ourselves	2022-02-15 15:28:29
海外科学	NYT > Science	White House Takes Aim at Environmental Racism, but Won’t Mention Race	https://www.nytimes.com/2022/02/15/climate/environmental-justice-race-biden.html	White House Takes Aim at Environmental Racism but Won t Mention RaceCommunities of color bear a disproportionate burden from pollution research shows But using race to allocate federal help could result in legal problems	2022-02-15 15:16:39
金融	◇◇　保険デイリーニュース　◇◇（損保担当者必携！）	保険デイリーニュース(02/16)	http://www.yanaharu.com/ins/?p=4836	東京海上	2022-02-15 15:44:02
金融	RSS FILE - 日本証券業協会	株式投資型クラウドファンディングの統計情報・取扱状況	https://www.jsda.or.jp/shiryoshitsu/toukei/kabucrowdfunding/index.html	株式投資	2022-02-15 15:30:00
金融	RSS FILE - 日本証券業協会	新型コロナウイルス感染症への証券関係機関等・各証券会社の対応について（リンク集）	https://www.jsda.or.jp/shinchaku/coronavirus/link.html	新型コロナウイルス	2022-02-15 15:30:00
金融	金融庁ホームページ	鈴木財務大臣兼内閣府特命担当大臣閣議後記者会見の概要（令和４年２月８日）を公表しました。	https://www.fsa.go.jp/common/conference/minister/2022a/20220208-1.html	内閣府特命担当大臣	2022-02-15 17:00:00
ニュース	ジェトロ ビジネスニュース（通商弘報）	ネプコンジャパンが展示会開催、日本国内外から多数の企業が出展	https://www.jetro.go.jp/biznews/2022/02/1c1bafa10f3cbf40.html	開催	2022-02-15 15:40:00
ニュース	ジェトロ ビジネスニュース（通商弘報）	ラオス地場企業、自動車燃料配送サービスを開始	https://www.jetro.go.jp/biznews/2022/02/194be8bf91582ae3.html	地場企業	2022-02-15 15:30:00
ニュース	ジェトロ ビジネスニュース（通商弘報）	バイデン米政権、EV充電ステーション計画の詳細を発表	https://www.jetro.go.jp/biznews/2022/02/ae5629bbe65f1a75.html	詳細	2022-02-15 15:20:00
ニュース	ジェトロ ビジネスニュース（通商弘報）	トレンドマイクロがサウジアラビア現地投資の合意を発表	https://www.jetro.go.jp/biznews/2022/02/77706ab67f564bcf.html	現地	2022-02-15 15:10:00
ニュース	BBC News - Home	Ukraine's Eurovision singer Alina Pash suspended	https://www.bbc.co.uk/news/newsbeat-60388401?at_medium=RSS&at_campaign=KARANGA	alina	2022-02-15 15:46:38
ニュース	BBC News - Home	GB's Hall and Gleeson crash two-man bobsleigh in Beijing	https://www.bbc.co.uk/sport/winter-olympics/60349724?at_medium=RSS&at_campaign=KARANGA	beijing	2022-02-15 15:18:59
ニュース	BBC News - Home	Success for GB curlers as men through to semis while women still in hunt	https://www.bbc.co.uk/sport/winter-olympics/60385424?at_medium=RSS&at_campaign=KARANGA	Success for GB curlers as men through to semis while women still in huntGreat Britain s men s curlers sealed a spot in the Winter Olympics semi finals with a statement win over leaders Sweden while the women s side beat Japan to maintain their hopes	2022-02-15 15:11:33
ニュース	BBC News - Home	Winter Olympics: Close to history, a 'lovely little tuck' & wrong-way Riiber	https://www.bbc.co.uk/sport/av/winter-olympics/60390505?at_medium=RSS&at_campaign=KARANGA	Winter Olympics Close to history a x lovely little tuck x amp wrong way RiiberWatch some of the best moments from day of the Winter Olympics including an historic big air attempt a lovely aerial tuck and calamity in the Nordic combined	2022-02-15 15:17:03
北海道	北海道新聞	シェルバコワ２位、トルソワ４位　ＲＯＣの２人は前評判通り上位	https://www.hokkaido-np.co.jp/article/646191/	通り	2022-02-16 00:18:00
北海道	北海道新聞	ドイツ組が２連覇　ボブスレー・１５日	https://www.hokkaido-np.co.jp/article/646189/	連覇	2022-02-16 00:14:00
GCP	Cloud Blog	How the State of Oklahoma is using data to fight the opioid epidemic	https://cloud.google.com/blog/topics/public-sector/how-state-oklahoma-using-data-fight-opioid-epidemic/	How the State of Oklahoma is using data to fight the opioid epidemicThe opioid epidemic has plagued the United States for over years More recently the COVID pandemic with its associated stress and disruption has contributed to new records for both the largest increase in opioid useーand the highest number of overdose deathsーto date But the pandemic has also spurred new focus on more comprehensive behavioral health initiatives including increased innovation in service delivery to reach more people As a real world example of this shift Google Cloud and premier partner Syntasa recently developed an Opioid Response Solution for state and local governments This new solution supports behavioral health agencies by unifying datasets related to constituents seeking care It also helps states identify more real time and hyper localized insights into the opioid epidemic The solution combines the power of Google s healthcare media and artificial intelligence machine learning capabilities and applies them to public health agencies mission of serving constituents behavioral health needs Case study Oklahoma fights the opioid epidemicTo determine the best path for opioid treatment for communities across the state Oklahoma turned to the Opioid Response Solution building on its reservoir of data  “We saw in early proofs of concept that we could get much more granular in our understanding than before says Heath Hayes Chief Communications Officer for Oklahoma Dept of Mental Health and Substance Abuse Services ODMHSAS Getting a deeper understanding of epidemic trends revealed individual communities were suffering at different levels which enabled ODMHSAS to implement more effective individualized community responses across the state We have a lot of data including a robust system to share data with other agencies but we had limitations in getting to a granular level The Opioid Response Solution helped us see different trends with treatment versus prevention and to better prioritize strategic communications…to be more impactful with resources time and who to engage and when Heath Hayes Chief Communications Officer for Oklahoma Dept of Mental Health and Substance Abuse ServicesAccess to cross agency data uncovered new ways for the state to identify current issues and predict future onesーcontributing to a more informed response plan ODMHSAS also partners with other agencies within the state such as the Medical Examiner s Office to help them be even more effective The state is now broadening its scope by adding data from more than school districts as a part of the Oklahoma Prevention Needs Assessment OPNA OPNA is a statewide survey of drug and mental health topics to drive prevention and intervention strategies Each school completes the OPNA which collects information on risk and protective factors in real time to tailor and optimize prevention and treatment resources The data from this assessment helps give a broad picture of community trends and provides an entry point to gain deeper insight The results of the OPNA combined with other data at ODMHSAS will help school districts better understand what factors impact their communities the most  The goal for ODMHSAS is to be more proactive in engaging the communities to ensure both individual communities and officials understand one another Getting data into the hands of decision makers at the local level gives them the information they need to make informed choices By letting data drive the decision making process officials can organize a more robust response on the ground where the people need them most The next step Engaging digitally Hayes noted that they foresee search trends helping to drive the epidemic response What are people looking for How does that inform risk factors There s a lot of potential in merging our data with these search trends which is very exciting For more information watch the Google Cloud Government and Education Summit session on Sentiment Analysis Powers Vaccine Distribution and Opioid Analytics or explore this whitepaper on Addressing Vaccine Distribution through Sentiment Analysis You can also join our Public Sector Community to share more ideas on scalable regional approaches to public health with other public sector officials	2022-02-15 17:00:00