cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ttjnnjhgww.1
title: Rivian

description: Happy Monday everyone! 👋
Welcome to the first ever RoboStox newsletter report! If you enjoy this, feel free to forward or share with your friends.


Original Photo: Courtesy Rivian (Creative Commons License: CC BY-SA 4.0)
💵 How They Make Money
On the face of it, Rivian’s core business is pretty simple. They manufacture and sell electric vehicles. Their first 3 vehicle models include: the R1T pickup, the R1S SUV and the electric delivery van (EDV) designed for Amazon.

But the company also plans to add a number of recurring revenue streams including: level 2 autonomous driving software, insurance and telematics, fleet management, and cloud services based on Amazon’s AWS.

📱 Product
So far Rivian’s products have received rave reviews. Motor Trend magazine called Rivian’s R1T model the “most remarkable pickup we’ve ever seen”.

Marques Brownlee (MKBHD), an influential tech reviewer described Rivian as “the most impressive electric truck I have ever seen”. Brownlee has 15.2m subscribers on YouTube and 5.2m Twitter followers.

In the company’s latest letter to shareholders, they reported an increase in the number of pre-orders from 55k to 71k. This shows healthy demand and strong desirability for the product among consumers.

📊 Key Financials
At the time of writing, Rivian was valued at a market cap of $76bn. (Ford is currently worth $98bn).

Generated total revenue of $1m on losses of $82m in Q3 2021.

Raised total of $20bn to date:

$13.7bn in their recent IPO.

$1.2bn in convertible notes.

$5bn in the private markets.

Income Statement: operational losses of $776m in Q3, (up from $289m during the same period last year)

Cash Flow Statement (including capital expenditure on factories etc): negative cash flow of $1.15bn in Q3 (up from $435m last year).

👨 👩 Leadership
Rivian’s CEO is 38-year old R.J. Scaringe. By all accounts he is a car fanatic and dreamed of starting a car company since high school. He completed both his masters and PhD in mechanical engineering from MIT. After graduating he went straight to starting Rivian. He has spent 12 years at the company to date.

In Packy McCormick’s “Not Boring” newsletter he challenges readers to find a “cleaner or more singularly focused” LinkedIn profile.

Prior to the IPO Scaringe successfully raised $5bn in the private markets from many blue chip investors including the pension funds of American Airlines, Costco, L’Oreal, Toyota, and many others.

But, unlike Elon Musk before Tesla, Scaringe does not have a track record of successful exits or starting other companies.

📈 Bull Case
Electric car companies are not judged by the market purely on current revenue and profit. The stock price will be determined primarily on whether it can hit its delivery targets on time.

Rivian has built a strong aspirational brand aimed at the affluent outdoor demographic which could be very lucrative. The 71k pre-orders from consumers backs this up.
DOI: 10.17632/jxm9xk4vt6.1
title: COMPARATIVE ANALYSIS OF NATIONAL PENSION SCHEME WITH SELECTED MUTUAL FUND

description: National pension scheme is a government approved pension scheme in India for Indian citizen in the age of 18-60 years. national pension scheme is also defined an voluntary contribution system in India. National pension scheme is started in 2004 by pension fund regulatory and development authority . as pension plans provide a financial stability when people do not have an regular source of income during the old age and it also helps in upgrading the living standard of the people’s during the preceding  years .While Mutual funds is a part of investment . Which collect the saving of investors and invest them in stock bonds , shares . A portfolio manager or fund manager has taken the decision related to how they invest the money?  for this he give a fees which comes from the money in the fund. Various statistical tools are used like Sharpe ratio , standard deviation , beta , mean of the return , application of T test .  The main purpose of the study to compare the national pension scheme returns with:
	Equity diversified mutual funds.
	Debt mutual funds
	Balanced mutual funds
DOI: 10.17632/g9kdttbb5p.1
title: Lift, drag and surface-pressure measurements on NACA0021 operating on the transitional regime - Clean flow

description: Wind-tunnel-derived lift, drag and surface-pressure coefficients obtained for a NACA0021 operating on the transitional regime under clean (steady, uniform and quasi-bidirectional) flow.
DOI: 10.17632/zvg2ntp265.1
title: Supplemental Figure 1- CPAP Mohs

description: Pre-biopsy, pre-operative BCC on the left cheek
DOI: 10.17632/b6fkj4bjy8.1
title: data and result for the RALBP with carbon and cross station

description: The files include the data, codes and results for RALBP with carbon and cross station
DOI: 10.17632/93k5xhhg2k.1
title: 20220809

description: This dataset contains the experimental data found in the manuscript entitled " Cigarette smoke-induced trophoblast cell ferroptosis in rat placenta and the effects of L-arginine intervention ". The data is ordered according to the figures and tables in which they are found.
DOI: 10.17632/5wymp6vm56.1
title: Temperature data pertaining to catalytically supported thermal combustion systems at different flow velocities

description: The temperature is determined at catalyst inlet conditions. The system comprises a concentric annular channel, wherein the concentric annular channel further comprises an inner annular channel and an outer annular channel. A platinum catalyst is deposited only upon the interior surface of the inner channel, and the wall of the outer channel is chemically inert and catalytically inactive. The reactant stream flows through the catalytically-coated inner channel and the product stream flows out of the outer non-catalytic channel. Fuel is present for combustion in both the catalytic and non-catalytic channels. The concentrically arranged annular channel is 5.0 mm in inner channel length, 5.6 mm in outer channel length, 0.8 mm in innermost diameter, 2.6 mm in outermost diameter, 0.1 mm in catalyst layer thickness, and 0.2 mm in wall thickness. The spacing between the inner channel and the outer channel is 0.4 mm and remains constant. The system can have any dimension unless restricted by design requirements. All the walls have the same thickness. One of the potential problems associated with the system, as with all micro-scale combustion systems, continues to be combustion stability.
Contributor: Junjie Chen, E-mail: koncjj@gmail.com, Department of Energy and Power Engineering, School of Mechanical and Power Engineering, Henan Polytechnic University, 2000 Century Avenue, Jiaozuo, Henan, 454000, P.R. China
DOI: 10.17632/37y8zfdfx6.1
title: A chromosome-encoded T4SS independently contributes to horizontal gene transfer in Enterococcus faecalis 

description: The original PCR Figures for Figure S1 and Figure S3
DOI: 10.17632/f2hm2gyr2p.1
title: Supplementary datasets

description: Supplementary datasets related to this article are available in the online supplementary data.
DOI: 10.17632/9dcr8rjnm2.1
title: Data for: Facing Salient and Non-Salient Time Sequence Orientations Expressed by Adverbs in English, Mandarin and Serbian

description: The dataset contains the study design and the results for "Facing salient and non-salient time sequence orientations expressed by adverbs in English, Mandarin and Serbian"
DOI: 10.17632/9dcr8rjnm2.2
title: Data for: Facing Salient and Non-Salient Time Sequence Orientations Expressed by Adverbs in English, Mandarin and Serbian

description: The dataset contains the study design and the results for "Facing salient and non-salient time sequence orientations expressed by adverbs in English, Mandarin and Serbian"
DOI: 10.17632/tdz8x94fhc.1
title: Flatness

description: Data for 4 studies
DOI: 10.17632/w2r9frh25w.1
title: Monitoring the respiratory behavior of multiple cows based on computer vision and deep learning

description: The file is the detailed hyperparameters about the network structure in the research of monitoring the respiratory behavior of multiple cows based on computer vision and deep learning.
DOI: 10.17632/m8wbdrnrch.1
title: Dynamic image data pertaining to the heat and mass transfer processes in small-scale free-piston homogeneous charge compression ignition engines

description: Research and development activities pertaining to small-scale free-piston homogeneous charge compression ignition engines are presented. The minimization of small-scale effects is explored. Particular emphasis is placed on the heat and mass transfer processes in small-scale free-piston homogeneous charge compression ignition engines. A numerical model incorporating a force balance, heat and mass transfer, and chemical kinetics is developed to explore the combustion characteristics and flame stability in small-scale homogeneous charge compression ignition engines with free-pistons. The dynamic mesh capability is used in ANSYS FLUENT to simulate problems with free-piston boundary motion. A combination of smoothing, layering, and remeshing schemes is used to tackle the dynamic mesh problem. Boundary conditions are defined for internal flow. A compiled user-defined function is used to specify the flow-driven free-piston motion. Gravity is an important factor in the force balance, and is considered in the numerical model. A small gap remains between the free-piston and the cylinder for the sake of simplicity. The user-defined function needs to be compiled within ANSYS FLUENT before it can be used in the solver. Contributor: Junjie Chen, E-mail: koncjj@gmail.com, Department of Energy and Power Engineering, School of Mechanical and Power Engineering, Henan Polytechnic University, 2000 Century Avenue, Jiaozuo, Henan, 454000, P.R. China
DOI: 10.17632/xx34vmjrm7.1
title: TRIANGULATION MAP, INTERVIEW DATA REDUCTION, AND  TRIANGGULATION DATA KAMPUNG GLINTUNG GO GREEN MALANG, INDONESIA

description: Table of Informants, Codes, and Locations of Research Informants from the Glintung Go Green Research in Malang City. This data set contains informant coding, triangulation map, interview reduction, and also source triangulation data. All data are written in Indonesian which is the Indonesian language of the researchers and research informants. 

video youtube: https://www.youtube.com/watch?v=Lb3KUP4MdCE
DOI: 10.17632/mxgxpcrk5y.1
title: Food loss and food waste in a central province of Thailand: Dataset from 15 subdistricts in Saraburi Province 

description: Saraburi, a central province of Thailand, is considered a good agricultural area due to its location on the Pasak River's bank. A survey on household food waste and agricultural loss was conducted in 15 subdistricts from 7 districts in Saraburi from July 1st -26th, 2022. An online questionnaire was used to collect the data. 4006 data sets were collected. The size, occupation, and amount of food waste of 4006 households are reported as raw data. 741 households with farming as their primary occupation were filtered from this group. The farm area and the quantity of agricultural losses are displayed as raw data. Included are analyzed data on food waste in relation to family size and occupation. The analyzed data shows the farm area that creates agricultural losses for each farm type. The data can be used for strategic food waste reduction, agricultural loss reduction, and utilization planning.

Data, raw and processed, are presented as follows:
Table 1 
Food loss from farm. Data from 15 subdistricts in Saraburi Province, Thailand. Data was collected from July 1-26, 2022.
This table contains raw data with the respondents’ identities removed. Data are from 4006 households in Saraburi Province.

Table 2 
Food waste from 4006 households in 15 subdistricts in Saraburi Province, Thailand. Data was collected from July 1-26, 2022.
This table contains raw data with the respondents’ identities removed. Data are from 741 farmer households in Saraburi Province.

Table 3 
Type, number, and area of farms in each farm type. Data from 741 farms in 15 subdistricts of Saraburi Province, Thailand.
This table contains the number of farms and farm area in square kilometers for different farm types.

Table 4 
Area of farms that generates food loss. Data from 741 farms in 15 subdistricts of Saraburi Province, Thailand.
The table shows the distribution of farm area with respect to the amount of food loss the farm generates. The data is categorized based on farm type.

Table 5 
Number of farms that generate food loss. The data is categorized based on farm type and food loss level. Data from 741 farms in 15 subdistricts of Saraburi Province, Thailand.
The table shows the distribution of the number of farms with respect to the amount of food loss the farm generates. The data is categorized based on farm type.

Table 6 
Number of farms using different food loss management methods. Data from 741 farms in 15 subdistricts of Saraburi Province, Thailand.
The table shows the number of farm that uses different food loss management methods. The data is categorized based on different level of food losses.

Table 7 
Occupation, family size, and number of households that generate food waste in each waste level. The data is categorized based on occupation and family size. Data from 4006 households in 15 subdistricts of Saraburi Province, Thailand.
The table shows the distribution of the number of households with respect to food waste level, occupation, and family size.
DOI: 10.17632/khgntzsc9g.1
title: Hybrid Vigor Article

description: Complementary data of "Hybrid Vigor article" are available in five pdf files.
DOI: 10.6084/m9.figshare.21307926
title: roadside2.sav

description: this is a spss data for the collected data.
DOI: 10.6084/m9.figshare.21307926.v1
title: roadside2.sav

description: this is a spss data for the collected data.
DOI: 10.17632/grvm8nw4cw.1
title: CERCAS Trial

description: The purpose of the study is to compare the safety and effectiveness of carotid endarterectomy with stent removal (CEASR) and repeat percutaneous transluminal angioplasty with or without stenting (rePTA/S) in patients with carotid in-stent restenosis. Consecutive patients with carotid in-stent restenosis (≥80%) were randomly allocated to the CEASR or rePTA/S group. The incidence of residual stenosis after intervention, stroke, transient ischemic attack myocardial infarction and death 30 days and 1 year after intervention and restenosis 1 year after intervention between patients in CEASR and rePTA/S groups were statistically evaluated. All demographic data of enrolled patients and study results data are in the dataset.
DOI: 10.25919/gn1r-sm21
title: Parkes observations for project P1147 semester 2022APRS_11

description: Searching for the eclipsing millisecond pulsars with low-mass companions, namely black widow pulsars, led to the discovery of the first exoplanet. The properties and formation scenarios of the planetary-mass companions around millisecond pulsars are still unsolved questions. The companions and their atmospheres are likely to be ablated by the irradiation and the pulsar wind. We propose to probe atomic and molecular compositions in the gas ablated from the companion by searching for absorption lines or even maser emission against pulsars and simultaneously measure the magnetic field strengths directly through Zeeman splitting. Any detection would be a major discovery and thus help constrain the evolutionary history and the formation scenarios of planetary-mass companions of pulsars.
DOI: 10.25919/kraa-3c25
title: Parkes observations for project P1145 semester 2022APRS_11

description: Pulsar surveys find pulsars, but follow-up observations are crucial to establish the nature of the pulsars, including their spin-down rate, their magnetic field strength, their polarization properties and whether they are part of a binary system and therefore potentially interesting for further study. We aim to determine timing solutions for 26 pulsars discovered at Parkes but which have not been observed since their discovery.
DOI: 10.34740/kaggle/dsv/4309097
title: Belt and Road countries
DOI: 10.17632/jtgs75prcs.1
title: Curcumin Dopped ZnO Nanoparticles Data

description: Data from the characterization of Curcumin Dopped ZnO Nanoparticles
DOI: 10.17632/cct8fzvhpg.1
title: PRIDE Clinic - Supplementary Table 1. Visit Diagnoses from PRIDE Clinic (N=157 patients)

description: Supplementary Table 1: 

Frequency of diagnoses associated with PRIDE clinic visits, 2014-2022 (N=157 patients, total of 262 diagnoses).

Diagnoses were included in “other” category if frequency was <= 1. 

a Percentages sum to greater than 100 as many visits had multiple associated diagnoses. 
b These patients are included in both columns for Transgender and Non-binary Patients and Patients Living With HIV.
DOI: 10.17632/ck29snr66d.1
title: Supplementary Methods and Data for "Factors contributing to time to chemotherapy, immunotherapy, and radiation for patients with mycosis fungoides in the US National Cancer Database 2004 - 2017"

description: This manuscript presents the results of a retrospective study which was conducted to evaluate for factors associated with the time to treatment (chemotherapy, radiation, and immunotherapy) for patients with mycosis fungoides (MF). For the treatment of MF, treatment modalities such as chemotherapy, immunotherapy, and radiation have been described with varying degrees of effectiveness. However, factors contributing to the time of receipt of chemotherapy, immunotherapy, or radiation for patients with MF have not been reported within the literature.

Our study revealed that Black patients with MF were 39% and 86% more likely to experience delays in time to chemotherapy (TTC) and time to radiation (TTR) compared to White patients respectively, after adjusting for sociodemographic and clinical factors. Within the study, Hispanic patients with MF were 73% and 70% more likely to experience delays in TTC and TTR compared to non-Hispanic patients respectively, after adjusting for clinical and sociodemographic factors. This study supports the need for further studies that will ultimately unearth barriers to care for Black and Hispanic patients with MF.

This supplemental document contains the methods and sociodemographic characteristics of the study population.
DOI: 10.17632/shrfm4sjbc.1
title: Political Affinity on Firm and Environmental Measurement: Upstream Oil and Gas Companies

description: According to the data, the majority of upstream oil and gas companies are held by national, state, or government entities. Furthermore, regardless of its ownership, political affinities exist in the majority of upstream oil and gas companies.  Private and public corporations that have board-political ties enable organizations to be controlled, improved reputations and enhance company performance. Companies with these connections can easily opt for ISO certification for environmental management, and even if they are not ISO-certified, they can maintain investor trust due to a strong relationship with the government.
DOI: 10.17632/s2gd2gf59h.1
title: Avinash Venkatanarayan Full interview_rewritten

description: Avinash Venkatanarayan Full interview_rewritten
DOI: 10.6073/pasta/1e5991b94c2f4bed93daa8673f124707
title: SBC LTER: Ocean: Currents and Biogeochemistry: Moored CTD and ADCP data from Arroyo Burro Reef Mooring (ARB)

description: ADCP (Currents), CTD (Hydrography) and Optics data (Fluorescence, Beam Attenuation, and Volume Scattering Function) were collected at Arroyo Burro Reef Mooring in the Santa Barbara Channel. The data contained here are for sampling site ARB. Data have been interpolated to a 20 min interval. ADCP data are orgainized into 1.0 meter bins (measured as height from the bottom) to a maximum of 16 bins. All bins may not be filled, and in some cases, data from bins technically above the surface are included. VSF data are available at angles, 100, 125 and 150 degrees. CTD parameters include Pressure, Temperature, Conductivity, Salinity, Density and Fluorescence. The CTD array is located approximately 4.5 meters from the surface, and there are additional temperature thermistors near the CTD array, at the bottom, and mid way between these two.
DOI: 10.17632/7rzgz22ry6.1
title: Datos necesidades de cuidados paliativos en falla cardiaca

description: Database of application of instruments for the identification of palliative needs of patients with heart failure.
DOI: 10.17632/78v4rvnrwx.1
title: Mulakala et al. 2022. JDS, Supplementary Tables

description: Supplementary Tables
DOI: 10.6084/m9.figshare.15060780
title: Quantifying Uncertainties in CERES/MODIS Downwelling Radiation Fluxes in the Global Tropical Oceans

description: Here we provide QL and QS data from CMv3 and CMv4 (satellite data) and observations from GTMBA in the global tropical oceans used in the present study. The data formats are NetCDF and Excel. Except for figure 19 and supplementary figure 6, units of data are W/sq.m. Units of data for figure 19 and supplementary figure 6 are degree C and mts, respectively.
DOI: 10.6084/m9.figshare.15060780.v5
title: Quantifying Uncertainties in CERES/MODIS Downwelling Radiation Fluxes in the Global Tropical Oceans

description: Here we provide QL and QS data from CMv3 and CMv4 (satellite data) and observations from GTMBA in the global tropical oceans used in the present study. The data formats are NetCDF and Excel. Except for figure 19 and supplementary figure 6, units of data are W/sq.m. Units of data for figure 19 and supplementary figure 6 are degree C and mts, respectively.
DOI: 10.6073/pasta/4b6a56ae3e31ad6f9ea7d99a47465552
title: SBC LTER: Santa Cruz Island: Abundance of Surfperch and Garibaldi

description: These data describe the abundance and age structure of select fish species at 11 sites on the North coast of Santa Cruz Island. The study was initiated in 1982, in the Santa Barbara Channel, California, USA, and this dataset is updated annually. The abundance and age structure of all Black, Striped, Pile and Rubberlip Surfperch as well as Garibaldi encountered are recorded at permanent transects in three depth strata at at each of 11 sites. In these surveys, fish are counted along a 40m x 2m transect, counting all individuals in the water column and in the understory algae.
DOI: 10.6073/pasta/c003a0f6e69c5616ea0563424e0440a1
title: SBC LTER: Santa Cruz Island: Abundance of giant Kelp (Macrocystis pyrifera)

description: These data describe the abundance of giant kelp, Macrocystis pyrifera, at Santa Cruz Island (north shore), Santa Barbara Channel, California. The number of Macrocystis fronds were recorded along permanent transects at 11 sites, and sampling is designed to complement both the SBC LTER Reef Kelp Forest Community Survey study and other long-term data from Santa Cruz Island. Sampling began in 2011, and this dataset is updated annually.
DOI: 10.17632/z72dmfy6xv.1
title: Replication files for Foreign Workers, Product Quality, and Trade: Evidence from a Natural Experiment

description: In this folder you can find the do files for replicating the results of the paper "Foreign Workers, Product Quality, and Trade: Evidence from a Natural Experiment" and the indications to find the relevant data.
DOI: 10.17632/gvtxtpwd3r.1
title: DATA: Increases in daylight, temperature and reservoir water levels motivate non-native fish species to migrate into tributaries

description: Presence of 5 fish species in Vltava River and Lipno Reservoir. Data of water levels in the Lipno Reservoir during the study (2014 - 2018).
DOI: 10.6073/pasta/0df045543e7cea8ea75c70b57da51098
title: SBC LTER: Santa Cruz Island: Abundance of Pycnopodia helianthoides

description: The purpose of the Pycnopodia sampling is to determine the relative abundance of the species Pycnopodia helianthoides at each of 11 sites along the north coast of Santa Cruz Island. P. helianthoides can be an important predator in rocky reef systems and has been thought to contribute to community phase shifts on Santa Cruz Island. Divers conducting fish count in 2003 observed a rapid increase in P. helianthoides individuals and began counting this species during routine surveys.