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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
url: string
date: timestamp[s]
file_path: string
language_score: double
token_count: int64
dump: string
global_id: string
lang: string
text: string
domain: string
round: int64
_dataset_idx: int64
_latency_sec: double
generated_full_text: string
error: string
to
{'url': Value('string'), 'date': Value('timestamp[s]'), 'file_path': Value('string'), 'language_score': Value('float64'), 'token_count': Value('int64'), 'dump': Value('string'), 'global_id': Value('string'), 'lang': Value('string'), 'text': Value('string'), 'domain': Value('string'), 'round': Value('int64'), '_dataset_idx': Value('int64'), '_latency_sec': Value('float64'), 'generated_full_text': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 609, in wrapped
                  for item in generator(*args, **kwargs):
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 295, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2281, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2227, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              url: string
              date: timestamp[s]
              file_path: string
              language_score: double
              token_count: int64
              dump: string
              global_id: string
              lang: string
              text: string
              domain: string
              round: int64
              _dataset_idx: int64
              _latency_sec: double
              generated_full_text: string
              error: string
              to
              {'url': Value('string'), 'date': Value('timestamp[s]'), 'file_path': Value('string'), 'language_score': Value('float64'), 'token_count': Value('int64'), 'dump': Value('string'), 'global_id': Value('string'), 'lang': Value('string'), 'text': Value('string'), 'domain': Value('string'), 'round': Value('int64'), '_dataset_idx': Value('int64'), '_latency_sec': Value('float64'), 'generated_full_text': Value('string')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1342, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1925, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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url
string
date
timestamp[s]
file_path
string
language_score
float64
token_count
int64
dump
string
global_id
string
lang
string
text
string
domain
string
round
int64
_dataset_idx
int64
_latency_sec
float64
generated_full_text
string
https://apps.dtic.mil/sti/citations/ADA636790
2022-07-02T14:44:22
s3://commoncrawl/crawl-data/CC-MAIN-2022-27/segments/1656104141372.60/warc/CC-MAIN-20220702131941-20220702161941-00722.warc.gz
0.850889
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CC-MAIN-2022-27
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en
Conservative and Non-conservative Variability in the Inherent Optical Properties of Dissolved and Particulate Components in Seawater BIGELOW LAB FOR OCEAN SCIENCES WEST BOOTHBAY HARBOR ME Pagination or Media Count: LONG TERM GOAL. The long term goals of this project are to identify and quantify the physical, chemical a...
chemistry
2
760
10.553
null
http://www.yachtforums.com/forums/52436-post24.html
2013-05-25T09:42:34
s3://commoncrawl/crawl-data/CC-MAIN-2013-20/segments/1368705926946/warc/CC-MAIN-20130516120526-00058-ip-10-60-113-184.ec2.internal.warc.gz
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CC-MAIN-2013-20
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Originally Posted by q240z Well, somebody needs to go tell that to the good people at boatdiesel.com, because there are plenty of threads over there about ULSD not providing the lubricity the older engines require. Kinda like back in the day when they switched from leaded gas to unleaded and there were concerns about t...
chemistry
2
2,119
17.303
null
https://nurtureskin.co.za/shop/hand-cream-rose/
2019-10-17T13:15:28
s3://commoncrawl/crawl-data/CC-MAIN-2019-43/segments/1570986675316.51/warc/CC-MAIN-20191017122657-20191017150157-00248.warc.gz
0.826439
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en
A 100% natural, faintly scented hand cream, which hydrates, softens and nourishes the skin for hours. Should be used as often as required. - Suitable for all skin types - Leaves skin feeling moisturised, nurtured and soft How to use: Put a small amount on hand and rub into both hands. Ingredients: Aqua = boost; Heliant...
chemistry
2
1,960
17.419
null
https://www.wiley.com/en-us/Advanced+Processing+and+Manufacturing+Technologies+for+Structural+and+Multifunctional+Materials+III%2C+Volume+30%2C+Issue+8-p-9780470584385
2019-10-14T17:15:55
s3://commoncrawl/crawl-data/CC-MAIN-2019-43/segments/1570986653876.31/warc/CC-MAIN-20191014150930-20191014174430-00174.warc.gz
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CC-MAIN-2019-43
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en
Solid-State Reactive Sintering of Polycrystalline Nd:YAG Ceramic Laser Host Materials Using an 83GHz Millimeter Wave System. Microwave Assisted Large Scale Sintering of Multi-Layer Electroceramic Devices. Influence of the Secondary Phase Composition on the Microwave Sintering Process. Optimization of Microwave-Assisted...
chemistry
2
2,027
17.416
null
https://www.concreteconstruction.net/how-to/bonding-materials-to-concrete_o
2024-04-18T20:45:33
s3://commoncrawl/crawl-data/CC-MAIN-2024-18/segments/1712296817239.30/warc/CC-MAIN-20240418191007-20240418221007-00372.warc.gz
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Today it is possible to bond any material, including concrete itself, firmly and permanently to a hardened concrete surface. Such bonding, using epoxy based "glues", becomes as strong, and frequently stronger, than can be achieved by any mechanical means of connection. These glues or bonding agents are made up of two l...
chemistry
2
2,200
17.322
null
https://halliburtoncontracts.com.theyesmen.org/kbr/hydroChem/petroRefine/residuumProcessing.html
2022-09-26T14:56:30
s3://commoncrawl/crawl-data/CC-MAIN-2022-40/segments/1664030334912.28/warc/CC-MAIN-20220926144455-20220926174455-00705.warc.gz
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Residuum Oil Supercritical Extraction (ROSE™), the premier Solvent Deasphalting technology available, results in lower capital, utility and maintenance costs. ROSE™ features supercritical solvent recovery based on KBR’s ROSEMAX™ high performance separator internals and provides maximum yield and quality of DAO for a wi...
chemistry
2
2,566
17.248
null
https://baudelaire.com/kitchen-caddies-vetiver/
2022-05-16T14:33:11
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CC-MAIN-2022-21
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en
Heftier than common competitive caddies, it's designed specifically for our bestselling 16.9 oz Liquid Soap and 10.2 oz Lotions. With its heavy-gauge black wire, powder-coat finish, and carry handle, it adds a rustic elegance anywhere it's placed. Originating in India, vetiver's woodsy and traditionally masculine scent...
chemistry
2
2,145
17.353
null
https://mwmdskincare.com/product/scarless-shield/
2023-12-04T16:42:32
s3://commoncrawl/crawl-data/CC-MAIN-2023-50/segments/1700679100531.77/warc/CC-MAIN-20231204151108-20231204181108-00080.warc.gz
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For use on atrophic scars, incisions, blemishes, burns, tattoos, abrasions, lacerations, stretch marks and after skin-resurfacing treatments. Can also be used on high-friction areas (inner thighs, underarms). Water/sweat resistant (80 minutes) and fragrance free. Recommended for daily use. Most effective when used post...
chemistry
2
3,181
19.803
null
https://www.landmarkaesthetics.net/product/liprebuildtm-advanced-therapy-lip-treatment-56oz/
2023-12-07T16:57:16
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en
Liprebuild™ Advanced Therapy Lip Treatment Net Wt. 16 g / 0.56 Oz. Bioengineered to reverse and restore severely dry, cracked and wrinkled lips using a clinically proven moisture recycling technology. Helps restore lips to their natural, rosy color Helps plump lips to improve overall shape, size and contour DIRECTIONS ...
chemistry
2
2,780
19.92
null
https://merwave.co.uk/products/protect-gel
2023-11-28T14:17:14
s3://commoncrawl/crawl-data/CC-MAIN-2023-50/segments/1700679099514.72/warc/CC-MAIN-20231128115347-20231128145347-00455.warc.gz
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- How To Use - Lightweight, strong gel that'll clump your waves together and maintain their hold - Keeps hair hydrated by locking in moisture - Because it's lightweight, it won't result in that gunky, stringy look like off the shelf gels - Free of harsh ingredients (silicones, sulphates, parabens) which strip away your...
chemistry
2
3,159
19.829
null
https://naturallglow.com/products/balea-q10-eye-cream
2023-10-03T15:24:42
s3://commoncrawl/crawl-data/CC-MAIN-2023-40/segments/1695233511106.1/warc/CC-MAIN-20231003124522-20231003154522-00542.warc.gz
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Balea Q10 Eye Cream Balea Q10 Anti-Wrinkle Eye Cream with Omega complex gently tightens the skin of your delicate eye area and protects it from free radicals. With regular use, first wrinkles are demonstrably reduced, * the skin elasticity is increased. Q10 is an effective energy supplier of cells. It actively contribu...
chemistry
2
2,994
19.882
null
https://www.manorganic.com/products/urbanveda-radiance-facial-cleansing-duo
2022-01-17T16:49:45
s3://commoncrawl/crawl-data/CC-MAIN-2022-05/segments/1642320300574.19/warc/CC-MAIN-20220117151834-20220117181834-00172.warc.gz
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CC-MAIN-2022-05
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en
Deeply cleanse dehydrated and dull skin with our Radiance Facial Cleansing Duo. A beautiful gift set including a full size Radiance Daily Facial Wash and Radiance Hydrating Toner. How to use UrbanVeda Radiance Facial Cleansing DuoApply Radiance Daily Facial Wash to wet face, massage using gentle circular movements, and...
chemistry
2
1,156
78.007
# The Radiance Facial Cleansing Duo: A Systematic Approach to Repose Achieving a state of clear, balanced skin requires more than a superficial cleansing; it demands a disciplined regimen that addresses both the immediate appearance of the complexion and its underlying health. The UrbanVeda Radiance Facial Cleansing D...
https://kyushu-u.elsevierpure.com/ja/publications/martensitic-transformation-in-ti-rich-ti-pd-shape-memory-alloys
2023-09-25T07:25:47
s3://commoncrawl/crawl-data/CC-MAIN-2023-40/segments/1695233506686.80/warc/CC-MAIN-20230925051501-20230925081501-00712.warc.gz
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262
CC-MAIN-2023-40
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en
A systematic study on martensitic transformation in Ti-rich Ti-Pd alloys has been carried out using differential scanning calorimetry (DSC) and transmission electron microscopy (TEM). The alloys quenched from the single region of B2 parent phase show a successive transformation during DSC measurement. On the other hand...
chemistry
2
3,510
78.855
# Martensitic Transformation in Ti-Pd Alloys: The Role of Precipitation The study of phase transitions often requires us to compare different histories of material cooling. In titanium-palladium (Ti-Pd) alloys, a phenomenon known as martensitic transformation provides a compelling case for such comparison. Researcher...
https://superfoodsnz.co.nz/product/alpha-gpc-300-mg-60-veggie-caps-jarrow-formulas/
2020-06-01T04:25:54
s3://commoncrawl/crawl-data/CC-MAIN-2020-24/segments/1590347414057.54/warc/CC-MAIN-20200601040052-20200601070052-00307.warc.gz
0.823045
311
CC-MAIN-2020-24
webtext-fineweb__CC-MAIN-2020-24__0__126110637
en
Alpha GPC, 300 mg, 60 Veggie Caps, Jarrow Formulas, - Protects Brain Function - Dietary Supplement Alpha GPC (L-alphaglycerophosphatidylcholine, also known as choline alfoscerate) is a phospholipid metabolite found concentrated in neuronal membranes. Derived from lecithin, Alpha GPC is extremely well absorbed and cross...
chemistry
2
1,067
81.183
# Alpha GPC: Neurological Phospholipid Metabolism The integrity of neuronal membranes depends upon a sophisticated balance of structural lipids and signaling molecules. Among the most critical of these is L-alphaglycerophosphatidylcholine, commonly referred to as Alpha GPC. As a phospholipid metabolite concentrated wi...
https://www.mountainvalleyspring.com/blogs/news/mountain-valley-alkalinity
2024-04-12T17:06:21
s3://commoncrawl/crawl-data/CC-MAIN-2024-18/segments/1712296816045.47/warc/CC-MAIN-20240412163227-20240412193227-00294.warc.gz
0.926453
360
CC-MAIN-2024-18
webtext-fineweb__CC-MAIN-2024-18__0__88507769
en
Alkalinity has become a buzzword in the health community. While some argue it’s a cure-all for a list of ailments, others question whether or not there has been an adequate amount of research to support these claims. Alkalinity is directly related to the pH scale, a measure of the acidity or alkalinity of a food or bev...
chemistry
2
1,438
82.77
# The Chemistry and Physiology of Alkalinity Alkalinity has emerged as a central tenet of modern nutritional discourse. Within the health community, the term often evokes images of a dietary "cure-all" for diverse ailments. However, a more grounded perspective requires scrutiny of the research linking high alkalinity ...
https://www.ttb.gov/scientific-services-division/dbmenu9sub3
2023-09-28T11:35:43
s3://commoncrawl/crawl-data/CC-MAIN-2023-40/segments/1695233510387.77/warc/CC-MAIN-20230928095004-20230928125004-00628.warc.gz
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282
CC-MAIN-2023-40
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en
Filtration (includes a disapproved intermediate formula) Note: disapproved formulas must be manufactured in-house This is basically the same formula as in Simple mixture 2 except the Raspberry Essence has been changed to a disapproved formula and the product is filtered. The ethanol from disapproved formulas is eligibl...
chemistry
2
3,168
82.409
# The Chemistry and Regulation of Spirit Distillate Filtration The creation of a legally compliant spirit requires more than just fermenting grain and distilling; it demands precise chemical accounting and adherence to strict regulatory thresholds. We must distinguish between the various stages of production, as the p...
https://www.localpharmacyonline.com/products/vichy-liftactiv-supreme-ha-epidermic-filler-serum-30ml
2024-04-18T19:41:35
s3://commoncrawl/crawl-data/CC-MAIN-2024-18/segments/1712296817239.30/warc/CC-MAIN-20240418191007-20240418221007-00395.warc.gz
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en
Introducing Liftactiv Supreme HA Epidermic Filler, an intensive Hyaluronic Acid serum that reduces the signs of wrinkles and fine lines on the skin. Formulated with dermatological active ingredients such as Vitamin CG and B5, the serum plumps skin with moisture and helps to smooth the appearance of fine lines and wrink...
chemistry
2
3,738
82.37
null
https://www.astm.org/DATABASE.CART/HISTORICAL/B425-99.htm
2017-10-23T19:39:30
s3://commoncrawl/crawl-data/CC-MAIN-2017-43/segments/1508187826283.88/warc/CC-MAIN-20171023183146-20171023203146-00861.warc.gz
0.801853
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CC-MAIN-2017-43
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en
SUPERSEDED (click for Active standard) | ||Format||Pages||Price|| | |5||$55.20||  ADD TO CART| 1.1 This specification covers nickel-iron-chromium-molybdenum-copper alloy (UNS 1.2 The values stated in inch-pound units are to be regarded as the standard. The values given in parentheses are for information only. 1.3 The f...
chemistry
2
3,902
82.33
null
https://www.ibtimes.co.uk/nasa-finds-warmer-weather-conditions-helped-make-2017-ozone-hole-smallest-since-1988-1645807
2021-12-02T12:48:42
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0.96657
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CC-MAIN-2021-49
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en
The hole in the ozone layer is at its lowest since 1988 and warmer climates could be the reason behind reduced depletion of the protective layer in the Earth's atmosphere, Nasa has found. The ozone layer's depletion reaches a peak around September to October every year when winter comes to an end in the southern hemisp...
chemistry
2
3,034
83.361
The Ozone Layer and the Antarctic Ozone Hole The protective ozone layer of the Earth is a dynamic structure that does not exist in a static state. Rather, it is a self-regulating system whose balance is constantly shifting due to the influx of radiative energy and the presence of trace chemicals. In recent years, NASA...
https://bagrooming.com/pages/shave-system-faqs
2021-04-22T19:44:18
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0.755117
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Can the razor cut my skin? Our safety razor is designed to prevent nicking your skin, but it is still possible if you are shaving incorrectly. Remember to be gentle and let the razor do the work. You don't have to press down hard on your face. Where do I get more blades? We currently do not offer a blade refill option....
chemistry
2
1,105
84.283
# The Mechanics and Maintenance of the Safety Razor System Safety razors are engineered for reliability, yet they remain manual instruments that require a specific understanding of their physical properties to use effectively. Among the most common points of user frustration is the sensation of "nicking" the skin. Whi...
https://pfasproject.com/2019/08/02/new-senate-bill-limits-firefighter-exposure-to-pfas/
2023-09-21T15:43:19
s3://commoncrawl/crawl-data/CC-MAIN-2023-40/segments/1695233506028.36/warc/CC-MAIN-20230921141907-20230921171907-00216.warc.gz
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Read full article by Paula Gardner (MLive) “Many of Michigan’s known PFAS contamination sites got that way due to the use of fire-fighting foam containing the toxic chemicals. While the chemicals are posing risks to residents as they flow into drinking water supplies and state officials are watching their movement in g...
chemistry
2
2,806
85.577
# The Chemical Footprint of Modern Firefighting The safety of the modern fire service is measured in liters of protective gear and air tanks, but the equipment that protects these first responders is frequently saturated with persistent, bioaccumulative, and toxic (PBT) chemicals. Many of Michigan’s known PFAS contami...
https://theshowpetcorner.com/product/elixir-snail-slim-shampoo/
2022-01-21T05:56:01
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Elixir Snail Slime Shampoo allows to work with the most delicate types of coats and skins including white coats, and obtaining incredible results. It does not need the optical brightener (whitening/brightening products) to hide the yellow of the oxide on the white coat. Due to acidity of its PH that ingredient manages ...
chemistry
2
1,255
86.437
Elixir Snail Slime Shampoo represents a significant advancement in canine and feline coat care, particularly for animals with delicate or white fur. Traditional shampoos often rely on optical brighteners—chemicals designed to reflect light and mask underlying discoloration—to maintain the appearance of a white coat. Wh...
http://projects.nytimes.com/toxic-waters/contaminants/ca/placer/ca3110034-christian-valley-park-csd
2016-08-31T23:30:42
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en
Examine whether contaminants in your water supply met two standards: the legal limits established by the Safe Drinking Water Act, and the typically stricter health guidelines. The data was collected by an advocacy organization, the Environmental Working Group, who shared it with The Times. Christian Valley Park Csd - 1...
chemistry
2
1,686
86.652
# Analysis of Contaminant Levels: The Case of Christian Valley Park Csd To protect the public from hazardous waterborne substances, the United States Environmental Protection Agency (EPA) established both legal limits and health-based guidelines. When an advocacy organization such as the Environmental Working Group (E...
https://www.inoveol.com/appliances/things-to-consider-when-buying-a-water-softener/
2023-12-08T20:11:12
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A lot of people do not understand the process that water goes through on a daily basis. For instance, few understand the importance of transforming hard water into soft water. This process is known as water softening. When looking for a water softener there are certain things you have to consider first. Need for Water ...
chemistry
2
343
87.16
# The Chemistry and Engineering of Water Softening The water we consume is rarely as pure as it seems. In natural sources, water is frequently a mixture of calcium and magnesium ions—collectively known as divalent cations. When these minerals dissolve in water, they create what is known as "hard water." While many peo...
https://shopullmans.com/2-in-1-cleansing-foam-7oz-dispenser-with-a-peeling-action/
2023-10-03T21:01:00
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The DR. GRANDEL 2 in 1 Cleansing Foam is for customers whose skin tends to impurities and who want a skin-deep pure, fresh skin feeling. Numerous pimples and blackheads can be seen on the skin. Moreover, it looks somewhat hardened. The sebum production is increased. • Refreshing foam for daily in-depth cleansing of imp...
chemistry
2
2,387
86.75
The DR. GRANDEL 2 in 1 Cleansing Foam is formulated for individuals whose skin is impure and prone to the visibility of internal impurities. Such a complexion often displays a hardened appearance, increased sebum production, and a notable accumulation of blackheads and pimples. The product does not merely mask these co...
https://uproxx.com/viral/rover-finds-evidence-of-water-on-mars-despite-being-hopelessly-stuck/
2019-02-22T12:41:19
s3://commoncrawl/crawl-data/CC-MAIN-2019-09/segments/1550247517815.83/warc/CC-MAIN-20190222114817-20190222140817-00172.warc.gz
0.918214
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CC-MAIN-2019-09
webtext-fineweb__CC-MAIN-2019-09__0__57535500
en
Hey remember Spirit? The Mars Rover that NASA had to abandon because it got stuck in a Martian pothole back in 2009? Well, it’s apparently still uselessly stuck, but it’s provided one more bit of new information: NASA scientists think that it’s found proof that there’s water beneath the surface of Mars. It’s actually n...
chemistry
2
1,586
87.25
Spirit was a central nervous system for the Mars Exploration Rovers, designed to explore the Martian surface for 90 days. However, the rover’s mission was extended far beyond its expected lifespan, and it eventually became trapped in a pothole on August 22, 2009. Despite several attempts to maneuver the rover out of it...
https://tradewater.us/
2023-01-29T15:18:10
s3://commoncrawl/crawl-data/CC-MAIN-2023-06/segments/1674764499744.74/warc/CC-MAIN-20230129144110-20230129174110-00550.warc.gz
0.917111
443
CC-MAIN-2023-06
webtext-fineweb__CC-MAIN-2023-06__0__108333466
en
We find and destroy the most potent greenhouse gases before they are released into the atmosphere. To date, we have eliminated the equivalent of:. We work to collect, control, and destroy gases that, if otherwise released, would increase global warming and accelerate climate change. Our team works with people and busin...
chemistry
2
399
87.544
# The Science and Engineering of Greenhouse Gas Destruction The most effective weapon against climate change is not a technological breakthrough in renewable energy, but the precise neutralization of potent greenhouse gases at their source. We find and destroy the most powerful greenhouse gases before they ever reach ...
https://www.hackcollege.com/school-finder/schools/california/moraga/chemistry/
2019-12-11T09:12:25
s3://commoncrawl/crawl-data/CC-MAIN-2019-51/segments/1575540530452.95/warc/CC-MAIN-20191211074417-20191211102417-00245.warc.gz
0.9666
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With an overall population of 16,290 and a student population of 3,636, approximately 3,636 of Moraga students attend one of Moraga's schools that offer chemistry programs. The largest chemistry school in Moraga, by student population, is Saint Marys College of California. In 2010, Saint Marys College of California gra...
chemistry
2
1,190
87.64
# The Chemistry Sector of Moraga: Demographics, Costs, and Career Trajectories The academic landscape of Moraga is defined in part by its specialized chemistry programs, which serve a diverse student body. With a total population of 16,290 citizens and a student population of 3,636, the city’s educational institutions...
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