Innovative statistical products created using new data sources or methodologies that benefit data users in the absence of other relevant products. Component ID: #ti2081131782 While many data tables are now available in data.census.gov , you can browse and download additional data tables by topic and year. Pirate relic and data sites can be found in all normal space regions, in C1, C2 and C3 class wormhole systems, as well as in shattered wormhole systems.There are pockets of space populated with a variety of cosmic structures (i.e., wrecked stations, abandoned machines) and several containers that need to be hacked before the contents can be accessed. A misconfigured Elasticsearch server is responsible for exposing data amounting to more than 370 million records. Dating sites have recently started to increasingly become the target of malicious actors.This may be centered around how lucrative of a victim they are in terms of the data obtained. Unless otherwise noted, our data sets are available under the Creative Commons Attribution 4.0 International license, and the code is available under the MIT license.If you find this information useful, please let us know. Census population data is used to divide the seats in the U.S. House of Representatives among the 50 states. It can also be used to draw boundaries for state legislative and school districts. Besides using census data for the benefit of public services, you can also use it for genealogical research. To protect the privacy of people who respond ... Junar is a data scraping service that also includes data feeds. Buzzdata is a social data sharing service that allows you to upload your own data and connect with others who are uploading their data. Data Re-Discovered. DATA SISTERS Learn More. Take Action. We want you to join our data revolution. Find Out How → AIRNow - Sisters, OR Air Quality - AQI: Unhealthy for Sensitive Groups (101 - 150) Although general public is not likely to be affected at this AQI range, people with lung disease, older adults and children are at a greater risk from exposure to ozone, whereas persons with heart and lung disease, older adults and children are at greater risk from the presence of particles in the air. Data by Geography See HRSA’s investments nationwide, HHS region, state, county, or Congressional District. Data Downloads; Data Explorer Create custom data reports. HRSA Fact Sheets View HRSA grant totals at national, regional, state, county, and Congressional District level. Related Data Sites; Reports Tabular display of commonly requested data. Data.gov has made a few updates to its home page in recent days. For users seeking information about the coronavirus, we have added a prominent link to coronavirus.gov We have also added navigation to two existing sites, strategy.data.gov and resources.data.gov. Strategy.data.gov is … Continued
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2020.06.27 23:56 erilaz123 Quis custodiet ipsos custodes? (Hvem vokter vokterne?)
2020.06.06 13:54 johnsnowlabsUS SPARK NLP 2.5 DELIVERS STATE-OF-THE-ART ACCURACY FOR SPELL CHECKING AND SENTIMENT ANALYSIS
submitted by johnsnowlabsUS to u/johnsnowlabsUS [link] [comments]
Major new release provides production-grade, scalable, and trainable versions of the most accurate natural language processing techniques available to the open-source community today
John Snow Labs is thrilled to announce the immediate availability of the new major version of Spark NLP – the world’s most widely used natural language processing library in the enterprise. The library can be used from Python, Java, and Scala API’s and comes with over 150 pre-trained models & pipelines.
“When we started planning for Spark NLP 2.5 a few months ago, the world was a different place. We have been blown away by the use of Natural Language Processing for early outbreak detections, question-answering chatbot services, text analysis of medical records, monitoring efforts to minimize the spread of COVID-19, and many more.” – said Maziyar Panahi, a lead contributor to Spark NLP.
Spark NLP 2.5 is another milestone in John Snow Labs’ quest to provide the open-source community with the most accurate NLP algorithms & models ever invented. By making the most recent academic advances available as a production-grade, scalable, and trainable software library, the global data science community can make faster progress towards putting AI to good use. Here are the major accuracy enhancing capabilities this new release makes available.
ALBERT and XLNet embeddings
“Beyond BERT” embeddings have been part of Spark NLP for Healthcare for a while and are now coming to the open-source package. ALBERT is “a Lite BERT” and provides almost the same accuracy as BERT (for example when used for named entity recognition) while requiring only about 6% of the memory. You can use it in memory-limited edge devices, or when loading models quickly on startup is a priority.
XLNet is a more advanced contextual embedding architecture than BERT and is known to perform particularly well on tasks like question answering. It is now available within Spark NLP – and the library takes care of the engineering heavy lifting required for cashing, distributing, tokenizing, and reusing it across NLP pipelines.
Spark NLP already has native support for word, chunk, sentence, and document encodings. The Universal Sentence Encoder has been part of the library since 2.4 and measures (well) semantic similarity between sentences.
New Contextual Spell Checker
This is a whole new, trainable, deep-learning-based spell checking algorithm that takes into account a word’s context before recommending how to correct it:
“I will call my siter.” [sister]
“Due to bad weather, we had to move to a different siter.” [site]
“We travelled to three siter in the summer.” [sites]
“During the summer we have the best ueather.” [weather]
“I have a black ueather jacket, so nice.” [leather]
“I introduce you to my sister, she is called ueather.” [Heather]
See how the model handles single vs. plural nouns and personal names well (these examples use the pre-trained English model). This model delivers a word error rate of 8.09% for fully automatically correction in the Holbrook benchmark. This is the best we are aware of – compare with a 20.24% error rate that JamSpell attains on the same benchmark.
New Deep-Learning Sentiment Analysis
The SentimentDL annotator applies contextual embeddings and a state-of-the-art deep learning architecture to training multi-class sentiment analysis models. Two pre-trained models – on IMDB reviews with an accuracy of 91% and on “Twitter sentiment 140 – 1.6 million tweets” with an accuracy of 89% are also part of this release.
SentimentDL can also handle neutral statements (in addition to positive and negative ones) and returns a ratio between 0 and 1 for how positive (or negative) a statement is.
The deep-learning Document Classification annotator now supports classifying between 100 classes (up from 50 in the previous release). It also comes with two new pre-trained models – trained with the TREC-6 and TREC-50 benchmark datasets for question classification.
The Spark NLP community has been rapidly growing – with monthly downloads growing by over 50% just from January to April 2020. This release grows this community substantially – by providing direct support for 14 new languages and adding 87 new out-of-the-box NLP models. As always, we thank our community for their feedback, bug reports, and contributions that made this release possible.
2019.09.06 15:16 Yamiks 100 questions to developers (Let's communicate!)
2019.04.23 11:51 Vaidehi_91 Google Analytics: Behavior Reports
At my previous blog, we have learned about the Google Analytics Acquisition Report. Let move further in these articles we are going to discuss about Google analytics Behavior Reports analysis.submitted by Vaidehi_91 to u/Vaidehi_91 [link] [comments]
Do you want to know how does your content performing?
Here Behavior reports take place! Behavior reports allow accessing the permission to analyze the performance of content in your website & how does visitor playing with it.
Behavior reports function to expose the data of what activities performed by the visitor on the website? On which page or content visitor could have gets stuck.
Let's take deep dive into that!
Overview section in the behavior section allows analyzing the traffic on the website with graph & other additional perks like:
Behavior flow allows you to find out the which page path most likely preferred to land on your website by visitor & end with. In a simple word, its provide you complete data from which page has user started to play & where those visitors end up their session. ( Infographic)
3. Site content:
Site content Analyze the content on your web page & how visitors engage with it with the following reports:
Site Speed responsible for to determine the loading time or speed of your website & webpages. It's a very useful function to optimize the speed of webpages & accordingly make changes to improve it.
The siter search report helps you to get the data of visitors who use the search box in their browser. You can analyze the term which uses by visitors as a search query.
For more information to impliment it click on Google analytics official website.
Events section in google analytics drives the data of the external link on our web page like contest, download e-book, form fill out pop-ups, etc. But to implement these you will have to put down the event tracking code in our website to track below parameters:
The experiment provides us an opportunity to Do A/B testing of webpages. These variations help us get an idea of which variation on webpage performs better.
Many websites use Google Adsense to generate revenue by showing ads on their website if they get clicked owner gets money.
We are Crayon Infotech, Mumbai based Web development & Digital Marketing company.
If you wants to explore more into digital Marketing please hit the link
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2013.03.07 06:32 scarlethugh Redaksjonelt: Tiltak mot identitetstyveri krever bedre bevissthet kampanjer
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Fetter Anton 1 dag sidenFørst, takk for at du deltar i debatten på digi.no. Det er få steder i media du vil få så bra tilbakemelding som her.
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