This repository contains the datasets required to reproduce the results presented in the paper "The Rise of Bluesky."

• profile_creations.parquet.zip: Profile creation dates for each user (Fig.1a).
• user_group_date_intervals.pickle.zip: The dates corresponding to each user group (Fig.1a).
• total_engagement_by_day_by_user.parquet.zip: Daily total activity per user group (Fig.1b, d).
• active_user_count_per_day_0_8.parquet.zip: Daily number of active users (Fig.1e, f).
• summary_stats.zip: Files containing daily network statistics such as average degree and node count (Fig.1g).
• group_degree_distributions.zip: Daily user group out-degree distributions (Fig.1g).
• clustering_coef.parquet.zip: Clustering coefficients for follower network for each day (Fig.1h).
• gini_and_kappa.zip: Daily Gini and Kappa statistics (Fig.1i).

Due to its large size, the dataset used to construct the follower network in Fig. 1c is not included here. However, it may be made available upon request under exceptional circumstances.

This dataset tracks annual average expenditure per student from 2006 to 2023 for Bluesky Charter School District

This dataset contains MODIS-derived daily mean shortwave blue sky albedo for northern North America (i.e., Canada and Alaska) and a set of quality control flags for each albedo value to aid in user interpretation. The data cover the period of February 24, 2000 through April 22, 2017. The blue sky albedo data were derived from the MODIS 500-m version 6 Bidirectional Reflectance Distribution Function and Albedo (BRDF/Albedo) Model Parameters MCD43A1 dataset (MCD43A1.006, https://doi.org/10.5067/MODIS/MCD43A1.006) (Schaaf & Wang, 2015a, please refer to the MCD43 documentation and user guides for more information). Blue sky refers to albedo calculated under real-world conditions with a combination of both diffuse and direct lighting based on atmospheric and view-geometry conditions. Daily mean albedo was calculated by averaging hourly instantaneous blue sky albedo values weighted by the solar insolation for each time interval. Potter et al. (2019, https://doi.org/10.1111/gcb.14888) is the associated paper for this dataset. Note the actual extent of the dataset in Figure 1 of the User Guide. Users are encouraged to refer to the User Guide for further important information about the use of this dataset.

This dataset provides information about the number of properties, residents, and average property values for Blue Sky cross streets in Springville, IN.

This dataset provides information about the number of properties, residents, and average property values for Blue Sky Parkway cross streets in Lexington, KY.

This dataset tracks annual distribution of students across grade levels in Bluesky Charter School District and average distribution per school district in Minnesota

Route Description: Head up Vasquez Road to Arapaho Road west of town. Follow the dirt road at the end of Arapaho and look for the signs. Best to Go Up chickadee and bomb down Blue Sky Distance 14.7 miles Distance PRO 22.7 miles Start Elevation 9,075 feet Max Elevation 10,085 feet Max Elevation PRO 11,025 feet

Historical Dataset of Bluesky Charter School District is provided by PublicSchoolReview and contain statistics on metrics:Comparison of Diversity Score Trends,Total Revenues Trends,Total Expenditure Trends,Average Revenue Per Student Trends,Average Expenditure Per Student Trends,Reading and Language Arts Proficiency Trends,Math Proficiency Trends,Science Proficiency Trends,Graduation Rate Trends,Overall School District Rank Trends,American Indian Student Percentage Comparison Over Years (2004-2023),Asian Student Percentage Comparison Over Years (2004-2023),Hispanic Student Percentage Comparison Over Years (2005-2023),Black Student Percentage Comparison Over Years (2004-2023),White Student Percentage Comparison Over Years (2004-2023),Two or More Races Student Percentage Comparison Over Years (2013-2023),Comparison of Students By Grade Trends

This dataset provides information about the number of properties, residents, and average property values for Blue Sky Circle cross streets in Simi Valley, CA.

This dataset provides information about the number of properties, residents, and average property values for Blue Sky Way cross streets in Central Point, OR.

This dataset provides information about the number of properties, residents, and average property values for Blue Sky Drive cross streets in Louisa, KY.

This dataset provides information about the number of properties, residents, and average property values for Blue Sky Way cross streets in Marianna, FL.

This dataset provides information about the number of properties, residents, and average property values for Blue Sky Lane cross streets in Blair, NE.

This dataset provides information about the number of properties, residents, and average property values for Blue Sky Trail cross streets in Nekoosa, WI.

Potential evapotranspiration (PET), and reference evapotranspiration (ETo) are estimated at an approximately 1-kilometer spatial resolution and daily time-step from January 1, 2021 to December 31, 2021 for Florida, Alabama, Georgia, South Carolina, and parts of Mississippi, North Carolina, and Tennessee. PET and ETo were computed on the basis of solar radiation, meteorological data (min/max temperature, mean actual and saturation vapor pressure, and mean wind speed at 2-meter height), and shortwave blue-sky albedo data. Solar radiation was computed from Geostationary Operational Environmental Satellite (GOES) sensor data, blue-sky albedo was computed from the Moderate Resolution Imaging Spectrometer (MODIS) MCD43A1 BRDF/Albedo data product, and meteorological data were simulated using a high-resolution Weather Research and Forecasting (WRF) model. Actual and saturation vapor pressure are calculated from the WRF-simulated 2-meter air temperature ("T2") and water vapor mixing ratio ("Q2") output variables. PET and ETo estimates were bias corrected using evapotranspiration computed from meteorological data at 122 weather stations in Florida and Georgia. Open-source tools for managing the NetCDF files in this data release can be found at https://code.usgs.gov/jbellino/florida-goes-et.

Potential evapotranspiration (PET), and reference evapotranspiration (ETo) are estimated on an approximately 2-kilometer (approximately 0.019 degrees longitude and 0.018 degrees latitude) spatial grid and at a daily time-scale from January 1, 2020 to December 31, 2020 for the entire State of Florida. PET and ETo were computed on the basis of solar radiation, meteorological data (min/max temperature, min/max relative humidity, and mean wind speed at 2-meter height), and shortwave blue-sky albedo data for 2020. Solar radiation was computed from Geostationary Operational Environmental Satellite (GOES) sensor data, blue-sky albedo was computed from the Moderate Resolution Imaging Spectrometer (MODIS) MCD43A1 BRDF/Albedo data product, and meteorological data were obtained from the National Centers for Environmental Prediction (NCEP) North American Regional Reanalysis (NARR). The average daily ETo and PET rates were 3.62 and 3.63 millimeters per day, respectively. Open source tools for managing the NetCDF files in this data release can be found at https://github.com/jbellino-usgs/Florida-GOES-ET.

This dataset provides information about the number of properties, residents, and average property values for Blue Sky Way cross streets in Lawrenceburg, IN.

This dataset provides information about the number of properties, residents, and average property values for Blue Sky Drive cross streets in Sun City West, AZ.

This dataset provides information about the number of properties, residents, and average property values for Blue Sky Lane cross streets in Ashland, OR.

This dataset provides information about the number of properties, residents, and average property values for Blue Sky Lane cross streets in Gates, NC.