United States Disposable Personal Income (DPI) data was reported at 8,270.418 USD bn in Oct 2003. This records an increase from the previous number of 8,238.870 USD bn for Sep 2003. United States Disposable Personal Income (DPI) data is updated monthly, averaging 2,208.658 USD bn from Jan 1959 (Median) to Oct 2003, with 538 observations. The data reached an all-time high of 8,319.767 USD bn in Aug 2003 and a record low of 341.441 USD bn in Jan 1959. United States Disposable Personal Income (DPI) data remains active status in CEIC and is reported by Bureau of Economic Analysis. The data is categorized under Global Database’s USA – Table US.A201: NIPA 1999: Personal Income and Disposition.

Graph and download economic data for Real Disposable Personal Income: Per Capita (A229RX0) from Jan 1959 to Jan 2025 about disposable, personal income, per capita, personal, income, real, and USA.

This dataset contains a list of external partners sharing data with the City of New York through the Recovery Data Partnership (RDP). RDP is a first-of-its-kind effort for community, non-profit, and private organizations to share data with the City to aid in Covid-19 response and recovery efforts. For more information, visit nyc.gov/recoverydata.

Explore the factors influencing the cost of Redispersible Polymer (RDP) powder in the construction industry, including supplier variations, geographical differences, and market dynamics. Understand price fluctuations based on global economic conditions and specific product formulations, and discover strategies for negotiating prices in bulk purchases.

These DADA2-formatted training fasta files were derived from the Ribosomal Database Project's Training Set 18 and the 11.5 release of the RDP database.

These fastas were generated by the following commands (using the dada2 R package version 1.19.1):

## The RDP trainset data was downloaded from: https://sourceforge.net/projects/rdp-classifier/files/RDP_Classifier_TrainingData/
path <- "~/Desktop/RDP/RDPClassifier_16S_trainsetNo18_rawtrainingdata"
dada2:::makeTaxonomyFasta_RDP(file.path(path, "trainset18_062020.fa"),
file.path(path, "trainset18_db_taxid.txt"),
"~/tax/rdp_train_set_18.fa.gz")
## Download "ten_16s.100.fa" from Robert Edgar's taxonomy testing page: https://drive5.com/taxxi/doc/fasta_index.html
dada2:::tax.check("~/tax/rdp_train_set_18.fa.gz", "~/Desktop/ten_16s.100.fa")

## This function creates the dada2 assignSpecies fasta file for the RDP from the RDP's _Bacteria_unaligned.fa file.
dada2:::makeSpeciesFasta_RDP("~/Desktop/RDP/current_Bacteria_unaligned.fa", "~/tax/rdp_species_assignment_18.fa.gz")
dada2:::tax.check("~/tax/rdp_species_assignment_18.fa.gz", "~/Desktop/ten_16s.100.fa", mode="species")

RDP database .qza file for use with Qiime2's feature-classifier command. Created from https://figshare.com/s/7881ff1724948e513162 & https://figshare.com/s/86d9b343729e4c67ea08See https://forum.qiime2.org/t/rdp-reference-database-in-qiime2-format/15146/10 for more.

A database which provides ribosome related data services to the scientific community, including online data analysis, rRNA derived phylogenetic trees, and aligned and annotated rRNA sequences. It specifically contains information on quality-controlled, aligned and annotated bacterial and archaean 16S rRNA sequences, fungal 28S rRNA sequences, and a suite of analysis tools for the scientific community. Most of the RDP tools are now available as open source packages for users to incorporate in their local workflow.

In the first half of 2022, a total of 3.56 million Remote Desktop Protocol (RDP) attacks were recorded in Singapore. January 2022 was the month with the most incidents. This type of threat targeted workers who were remotely connected to their company's network.

I used a machine with Ubuntu 16.04 and DADA2 (vsn 1.5.2) to coax the Ribosomal Database Project's Training set 11 and the current release of the RDP database (for the unaligned fasta) into a DADA2 compatible format. If you use this, please cite the original sources too!

1 Wrangle the RDP trainingsets and unaligned data into the downloads folder either by manually downloading them or by executing this from a terminal and move the file somewhere with <30GB free

I used wget in a terminal: wget https://sourceforge.net/projects/rdp-classifier/files/RDP_Classifier_TrainingData/RDPClassifier_fungiLSU_trainsetNo11_rawtrainingdata.zip/download
wget http://rdp.cme.msu.edu/download/current_Fungi_unaligned.fa.gz

2 Unzip the trainingset file and replace Us with Ts in the fasta by executing in terminal

awk 'NR%2==0 {gsub(/[uU]/,"T"); print} NR%2==1' /media/lauren/96BA-19E6/fungallsu/RDPClassifier_fungiLSU_trainsetNo11_rawtrainingdata/fungiLSU_train_012014.fa > /media/lauren/96BA-19E6/fungallsu/RDPClassifier_fungiLSU_trainsetNo11_rawtrainingdata/fungiLSU_train_012014_lsu_fixed.fa

3 In R.Studio, summon the dada2 pkg

library(dada2);packageVersion("dada2")

4 Transform the RDP formatted training fastas

path<-"~"#change this to where your files sit on your computer dada2:::makeTaxonomyFasta_RDP(file.path(path, "fungiLSU_train_012014_lsu_fixed.fa"), file.path(path, "fungiLSU_taxid_012014.txt"),"fungiLSU_trainset_012014.fa.gz") dada2:::makeSpeciesFasta_RDP("current_Fungi_unaligned.fa", "rdp_species_assignment_LSU.fa")

In 2022, a total of 2.41 million incidents of bruteforce attacks against remote desktop protocol (RDP) users were recorded in the Philippines. This threat was targeted toward workers connected to their company's network remotely. Remote and hybrid work became the norm globally at the height of the COVID-19 pandemic. It was forecast to continue as companies continue to offer such work setups even after the pandemic.

根据应用（外部绝缘和饰面系统（EIF），构造和瓷砖粘合剂，果肉粉，干混合砂浆，自动级别的地板化合物，填料，累料，其他应用，其他应用）和产品（vae-vae va va type，va va typecipic officiace and officiace officiace and officiace officia，eorign and officia，source officia，sousemia，sousemia，sousemia，eorucal office officiachia，sousemia，非洲）。

本报告提供了有关市场规模的见解，并预测了这些定义的细分市场以百万美元表示的市场价值。

The known/novel training and testing dataset composition when testing RDP on all taxonomic levels.

186 Global export shipment records of Rdp with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

38 Global import shipment records of Rdp with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

19672 Global exporters importers export import shipment records of Rdp with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

RDP ver 11.5 database formatted for mg_classifier

The size and share of the market is categorized based on Type (Hydrophobic VAE RDP, Waterproof VAE RDP, Ordinary VAE RDP) and Application (Exterior Insulation and Finish Systems, Construction and Tile Adhesives, Putty Powder, Dry-mix Mortars, Self-leveling Flooring Compounds, Caulks, Other Applications) and geographical regions (North America, Europe, Asia-Pacific, South America, and Middle-East and Africa).

Between January and November 2020, 174 million cyber attacks were conducted via Remote Desktop Protocol (RDP) in Russia. Between February and March 2020, the monthly number of such attacks increased significantly, which was explained by the transition to remote working arrangements during the COVID-19 pandemic.

Vinyl Acetate Ethylene Redispersible Powder (VAE RDP) Market Outlook 2032

The global vinyl acetate ethylene redispersible powder (VAE RDP) market size was USD 1.5 Billion in 2023 and is likely to reach USD 2.8 Billion by 2032, expanding at a CAGR of 7.2% during 2024–2032. The market growth is attributed to thetechnological advancements in VAE RDP production.



The vinyl acetate ethylene redispersible powder (VAE RDP) market is a dynamic and rapidly evolving sector within the global chemical industry. VAE RDP is a versatile polymer powder that is widely used as a key additive in various industrial applications due to its excellent binding properties and ability to enhance the performance of end products.

The market is experiencing steady growth, driven by increasing demand from sectors such as construction, textiles, and packaging, where VAE RDP is utilized to improve product quality and durability. The market growth is further fueled by technological advancements and the development of new applications across various industries.



Technological advancements in the production of vinyl acetate ethylene redispersible powder (VAE RDP) are poised to significantly enhance the efficiency, quality, and sustainability of these products. Innovations in polymerization techniques and process optimization are leading to the development of VAE RDP with improved performance characteristics, such as enhanced adhesion, flexibility, and water resistance.



Advanced manufacturing technologies, including automation and digitalization, are being integrated into production processes to increase output while reducing energy consumption and waste.



These advancements improve the cost-effectiveness of VAE RDP production and enable manufacturers to meet the increasingly stringent quality standards demanded by various industries. As technology continues to evolve, the market is expected to benefit from products that offer superior performance and align with the latest industry trends.

Vinyl Acetate Ethylene Redispersible Powder

분산 가능한 라텍스 파우더 RDP 시장의 시장 크기는 Application (EIFS (Extern insulation and Finish Systems), 건축 및 타일 접착제, 퍼티 파우더, 드라이 믹스 박격포, 자체 레벨링 바닥재를 기반으로 분류됩니다. 화합물, 코크스, 기타 응용 분야) 및 제품 (VAE 유형, VAE-VEO VA 유형, 기타) 및 지리적 지역 (북아메리카, 유럽, 아시아 태평양, 남아메리카 및 중동 및 아프리카).

이 보고서는 시장 규모에 대한 통찰력을 제공하고 이러한 정의 된 부문에서 미화 백만으로 표현 된 시장의 가치를 예측합니다.