Chat with us, powered by LiveChat Hi there, Start by reading the analysis. Thank you. Storyboard Assignment Big Idea: How did Co | Max paper
  

Hi there, 

Start by reading the analysis.

Thank you.

Storyboard Assignment

Big Idea: How did Covid 19 vaccine helped California recover economically?

1. Background or Problem

Topic 1. California economy before Covid 19 vs California economy during Covid 19

Topic 2. How much California economy suffered from Covid 19/ Vaccine?

Topic 3. How did they recover?

2. Action / Analysis

Topic 1. Issues before Covid 19 vaccine

Topic 2. Deaths, Recovery, and sickness

Topic 3. Vaccine Distribution

3. Conclusion

Topic 1. Did all races get access to vaccine?

Topic 2. Did California deaths cases decrease since vaccines distribution?

Topic 3. How did California labor handled the pandemic?


Data source link:


https://data.chhs.ca.gov/dataset/vaccine-progress-dashboard/resource/faee36da-bd8c-40f7-96d4-d8f283a12b0a

I attached the story map document in files. It is named “Storyboard” Must Read.

Research links:

https://www.capradio.org/articles/2021/11/26/california-coronavirus-updates-november-2021/

P.S:

·
Consider the FACT SHEET – California’s Economic Recovery-1 attached on files.

· Don’t use any other source data then what I provided, please.

Steps to successfully complete the assignment.

1. Carefully read the assignment written in Dark Red

2. Carefully read the data brief document attached in files.

3. Open and review the data source link. (Download the data source as a CSV file)

4. Carefully read the Storyboard document attached in files.

5. Open and review the research link to help you talk about how the recovery.

6. Review the FACT SHEET-California’s Economy.

7. Create a PowerPoint based on the storyboard, data source link, others.


Assignment

In your data brief you noted what elements of your data that you were exploring, analyzing, and visualizing. The story map was your opportunity to determine the flow of your presentation. This assignment is to present the findings that are the outcome of the work you’ve done in this class. Emphasis should be on data visualization, critical thinking, and clear insights.

The purpose of this assignment is to apply your knowledge of taking raw data, analyzing it, and crafting it into a presentation. The metrics you pick to include in your presentation should help tell your story. For example, if you analyze website page views and find there is nothing interesting with that data, then that is not a story you want to base your project on. Keep digging in the data until you find something noteworthy. Does something spike or drop significantly? That could be something to look at further. Are you trying to make a case for why a business should make a change? What data do you have that can tell that story? This analysis is intentionally very open because you had the freedom of choosing your data source, so you are the expert on what that data looks like and what interesting trends or conclusions should be presented.

Presentations should be PowerPoint format and include at least 5 slides of content (your analysis, charts, and insights). It must also include a title slide, a conclusions slide that lists the key insights the audience should learn from your analysis presentation, a source citation slide, and a closing “thank you” slide.

Introduction

The context of the projects entails the Origin of the people which included White Latino Asian Other Race Unknown Black or African American Multiracial Native Hawaiian or Other Pacific Islander American Indian or Alaska Natives. The fast proliferation of COVID-19 has culminated in several cases of lockdown in worldwide travalling events. Airline companies involved in transporting tourists face a widespread collapse, restaurants are shutting down, and tourist buses sit empty, with several world nations maintaining quarantine. Social isolation since the outbreak of COVID-19 has eliminated the preference for tourist destinations. Consequently, these businesses continue to suffer from the lack of travel compared to many years before the pandemic. Perhaps travelers will enjoy the experience from virtual tourism amid the lockdowns in many nations. It has been proposed that physical transportation could be replaced by augmented reality. The amount of experiences through virtual reality on sale has increased since last year and continues to be accepted due to the current conditions.

The safety regulations post COVID-19 are a considerable disadvantage for eateries and hotels who rely on optimizing their premise space and seating to increase income. Clients no longer feel safe sitting near others, particularly indoors. This same norm has resulted from the need for social distancing. It will undoubtedly continue for a long time, so hotels and restaurants should establish the one meter or more rule minimum safety distance between client sitting spaces. Additionally, people who want to get a quick snack by themselves and cannot pay for a table means that they will no longer be able to partake in communal tables restaurants may even be required to find more space for their live cooking sessions in the future since most tourists and consumers will undoubtedly feel more comfortable observing their food being prepared from scratch. Furthermore, clients’ sitting arrangement will change to ensure that clients are safe from being likely infected by clients sitting in the vicinity who are testing positive for the Covid-19 virus.

In certain countries, staff members have to confront the moral challenge of deciding whether to resume work for basic needs to produce money or stay at home to protect their own and families’ welfare. Continued vulnerability to the health threats posed by low-skilled employees such as cleaners and guards, among other positions, who are also poorly paid workers, raises fears among this community regarding higher mortality rates in the future. This illustrates differences in culture, wealth, and health facing the hospitality industry.

Since the break out of COVID-19 several businesses under the hospitality industry, such as casinos, were primarily affected. Although several companies were unveiled, the pandemic marked the opening of poker tables that operated online Additionally, there are casinos in the U.S that have been set up that meet the stringent measures that ensure customer and staff safety and sanitation. Ever since the pandemic engulfed all sectors, people surely miss where they could sit at a table without any protective equipment in resorts and casinos.

Audience

My audience consisted of people between the age of 18years to 65 years. The pandemic has, however, brought forth new opportunities such as the ‘Vaccine tourism”. Vaccine tourism refers to travel between states or countries to acquire the new vaccine. This will be a long-term implication because the COVID-19 virus develops into new strains and reduces susceptibility. People are being forced to travel in search of vaccines depending on the region that one comes from. With over 50 separate vaccination programs throughout the U.S., accessing the Covid-19 vaccine is mostly dependent on the region one resides. Thousands of persons have received vaccines beyond their respective states, lacking uniform protocol due to the fragmented American health system. in the U.S, people are traveling from other countries such as Mexico, Canada, and Brazil to get vaccinated.

Constraints

If not immunized under their state health programs, wealthier international tourists pay for the COVID-19 vaccine. Authorities are, however, afraid of vaccination tourism is the new, morally ambiguous type of medical tourism sector that many undeveloped countries have been afflicted by for years, often to the disadvantage of their very own citizens. One main fear is that developing countries such as India,, where the bulk of the globe’s COVID-19 vaccines are scheduled to be made, would be tempted, both by official or unofficial means, to build a supply the market to meet the demands.

Long term implications

Sad to say, over half of all global restaurants and hotels in service today won’t withstand this pandemic, as per analysts’ research. Although that alone is a scary fact, what is frightening for business owners operating small and mid-size businesses is that local-owned restaurants lack the equal chances of success as major restaurant chains have.

Major restaurant chains are recovering faster now since they have access to bank loans and have assets that can sustain their operations. Individuals’ restaurants would disappear more quickly than the chain restaurants such as McDonald’s. This is due to the fact that the pandemic has caused a massive crisis for all businesses. However, not many small-sized firms can survive the fatal tide caused by COVID-19.

Minimized Human Interaction

From the analysis of the data on vaccination since the pandemic, health regulations to curb the spread require that one of the main objectives of restaurants involves minimizing the contact with clients from various groups and clients and workers. Hotels and restaurants must adopt technologies that reduce face-to-face interactions by relying on technology to achieve this success more than human resources.

Technologies that reduce face-to-face interactions. Relying on technology more than human resources, i.e., labor, can achieve safer and profitable results. It’s doubtful that the hospitality industry will fall back to the norms people were used to once the hospitality industry adopts this technology. Wireless payment, either done electronically while consumers order shipping or through payment cards or services like Visa Card, PayPal, is one of the most uncomplicated innovations to introduce.

Covid 19 cases in the month of October 2021


Covid 19 cases in the month of September


Covid 19 cases in the month of August

Covid 19 cases

Conclusion

As discussed in the paper, we have a handful of long-term consequences face by the number of vaccinations since December 2020 after the eruption of the Coronavirus pandemic. Indeed most are detrimental to businesses, while some are beneficial. The latter include companies developing software to reduce human contact spreading the disease. Restaurants and hotels ought to agree that it is time to embrace change by minimizing interaction to rely on and conduct more deliveries and takeaway by utilizing more technology through monetary investment.

Series 1 Category 1 Category 2 Category 3 Category 4 4.3 2.5 3.5 4.5 Series 2 Category 1 Category 2 Category 3 Category 4 2.4 4.4000000000000004 1.8 2.8 Series 3 Category 1 Category 2 Category 3 Category 4 2 2 3 5 Series 1 Category 1 Category 2 Category 3 Category 4 4.3 2.5 3.5 4.5 Series 2 Category 1 Category 2 Category 3 Category 4 2.4 4.4000000000000004 1.8 2.8 Series 3 Category 1 Category 2 Category 3 Category 4 2 2 3 5 Series 1 Category 1 Category 2 Category 3 Category 4 4.3 2.5 3.5 4.5 Series 2 Category 1 Category 2 Category 3 Category 4 2.4 4.4000000000000004 1.8 2.8 Series 3 Category 1 Category 2 Category 3 Category 4 2 2 3 5 Series 1 Category 1 Category 2 Category 3 Category 4 4.3 2.5 3.5 4.5 Series 2 Category 1 Category 2 Category 3 Category 4 2.4 4.4000000000000004 1.8 2.8 Series 3 Category 1 Category 2 Category 3 Category 4 2 2 3 5

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Age Group 18-49 2021-11-27 25259 26771272 13468 15863386 11089 9738867 702 1163552 3233 1399209 2885 12373169 3579 13772378
Age Group 50-64 2021-11-27 15207 13427108 7156 7173578 7510 5585344 541 664434 1295 552720 989 5966833 1419 6519553
Age Group 65+ 2021-11-27 7949 13095473 2856 6211770 4943 6665812 150 212895 714 526360 521 5106635 760 5632995
Age Group 12-17 2021-11-27 1716 4183303 1693 4171021 1 8773 0 1093 798 256586 881 1949600 801 2206186
Age Group 5-11 2021-11-27 15212 574765 32 15741 2 1359 0 92 5929 526923 9272 23350 5945 550273
Age Group Unknown Agegroup 2021-11-27 8 5070 0 1896 0 2546 0 369 3 3259 5 1056 3 4315
Gender Female 2021-11-27 34115 30549593 13182 17747897 12664 11615753 628 898862 6021 1632155 7325 13264369 6238 14896524
Gender Male 2021-11-27 31167 27373751 11994 15625952 10856 10326777 764 1133996 5912 1610882 7220 12097575 6229 13708457
Gender Unknown/undifferentiated 2021-11-27 69 133647 29 63543 25 60171 1 9577 39 22023 8 58698 40 80721
Race/Ethnicity White 2021-11-27 21394 20724573 7556 11360489 8936 8478478 399 703705 2688 900968 4429 8835827 2802 9736795
Race/Ethnicity Latino 2021-11-27 15639 16773993 7204 10102923 5177 5939666 460 602150 3081 1074124 3604 7611691 3267 8685815
Race/Ethnicity Asian 2021-11-27 16135 9651188 5914 5749150 5712 3511396 167 257412 2608 412664 3087 4137136 2641 4549800
Race/Ethnicity Other Race 2021-11-27 4837 4557498 1761 2657511 1390 1670198 100 174904 1540 378914 1499 2042376 1609 2421290
Race/Ethnicity Black or African American 2021-11-27 2403 2446097 999 1394867 903 933127 111 103355 403 130229 531 1094006 430 1224235
Race/Ethnicity Unknown 2021-11-27 2900 2293651 1077 1232071 717 862735 128 159538 1381 301521 881 1018756 1484 1320277
Race/Ethnicity Multiracial 2021-11-27 1644 1135762 530 676985 575 417366 19 24696 194 35279 440 470293 195 505572
Race/Ethnicity Native Hawaiian or Other Pacific Islander 2021-11-27 274 282761 117 168592 89 102632 6 9030 55 15623 50 126886 57 142509
Race/Ethnicity American Indian or Alaska Native 2021-11-27 125 191468 47 94804 46 87103 3 7645 22 15738 32 83669 22 99407
Age Group 18-49 2021-11-26 58116 26746013 33682 15849918 23057 9727778 1365 1162850 8691 1398515 8615 12370284 9495 13768799
Age Group 50-64 2021-11-26 37779 13411901 19319 7166422 17420 5577834 1034 663893 3623 552290 2959 5965844 3901 6518134
Age Group 65+ 2021-11-26 21786 13087524 8390 6208914 13051 6660869 342 212745 2256 526121 1593 5106114 2353 5632235
Age Group 12-17 2021-11-26 4188 4181587 4165 4169328 1 8772 1 1093 1959 256666 2119 1948719 1962 2205385
Age Group 5-11 2021-11-26 17071 559553 64 15709 0 1357 2 92 10793 530250 6268 14078 10803 544328
Age Group Unknown Agegroup 2021-11-26 7 5062 1 1896 0 2546 0 369 5 3261 2 1051 5 4312
Gender Female 2021-11-26 74021 30515478 35273 17734715 29043 11603089 1244 898234 13782 1633242 11066 13257044 14296 14890286
Gender Male 2021-11-26 64875 27342584 30330 15613958 24465 10315921 1495 1133232 13527 1611873 10477 12090355 14200 13702228
Gender Unknown/undifferentiated 2021-11-26 51 133578 18 63514 21 60146 5 9576 18 21991 13 58690 23 80681
Race/Ethnicity White 2021-11-26 51001 20703179 22890 11352933 22193 8469542 928 703306 7099 902595 6292 8831398 7438 9733993
Race/Ethnicity Latino 2021-11-26 32013 16758354 16938 10095719 11134 5934489 680 601690 7159 1074461 6701 7608087 7485 8682548
Race/Ethnicity Asian 2021-11-26 30569 9635053 14079 5743236 11466 3505684 348 257245 5309 413110 3258 4134049 5381 4547159
Race/Ethnicity Other Race 2021-11-26 10308 4552661 4394 2655750 3592 1668808 289 174804 3620 378804 2252 2040877 3779 2419681
Race/Ethnicity Black or African American 2021-11-26 5635 2443694 2736 1393868 2221 932224 205 103244 1078 130330 1170 1093475 1155 1223805
Race/Ethnicity Unknown 2021-11-26 4643 2290751 2411 1230994 1110 862018 210 159410 2405 300918 1162 1017875 2597 1318793
Race/Ethnicity Multiracial 2021-11-26 3798 1134118 1714 676455 1464 416791 54 24677 403 35524 544 469853 413 505377
Race/Ethnicity Native Hawaiian or Other Pacific Islander 2021-11-26 605 282487 275 168475 224 102543 11 9024 150 15616 97 126836 154 142452
Race/Ethnicity American Indian or Alaska Native 2021-11-26 375 191343 184 94757 125 87057 19 7642 104 15748 80 83637 117 99385
Age Group 18-49 2021-11-25 2096 26687897 1110 15816236 852 9704721 134 1161485 380 1397635 463 12361669 462 13759304
Age Group 50-64 2021-11-25 1108 13374122 500 7147103 559 5560414 49 662859 158 551348 133 5962885 181 6514233
Age Group 65+ 2021-11-25 797 13065738 270 6200524 513 6647818 14 212403 95 525361 79 5104521 99 5629882
Age Group 12-17 2021-11-25 124 4177399 123 4165163 0 8771 0 1092 55 256823 68 1946600 55 2203423
Age Group 5-11 2021-11-25 268 542482 3 15645 0 1357 0 90 151 525715 116 7810 151 533525
Age Group Unknown Agegroup 2021-11-25 3 5055 3 1895 0 2546 0 369 3 3258 0 1049 3 4307
Gender Female 2021-11-25 2092 30441457 1047 17699442 837 11574046 72 896990 416 1630012 397 13245978 456 14875990
Gender Male 2021-11-25 2299 27277709 959 15583628 1086 10291456 125 1131737 425 1608150 460 12079878 494 13688028
Gender Unknown/undifferentiated 2021-11-25 5 133527 3 63496 1 60125 0 9571 1 21981 2 58677 1 80658
Race/Ethnicity White 2021-11-25 1311 20652178 533 11330043 648 8447349 52 702378 194 901449 206 8825106 224 9726555
Race/Ethnicity Latino 2021-11-25 1183 16726341 601 10078781 461 5923355 57 601010 277 1073677 364 7601386 310 8675063
Race/Ethnicity Asian 2021-11-25 1001 9604484 488 5729157 428 3494218 24 256897 131 410987 114 4130791 136 4541778
Race/Ethnicity Other Race 2021-11-25 310 4542353 153 2651356 97 1665216 24 174515 134 377277 65 2038625 156 2415902
Race/Ethnicity Black or African American 2021-11-25 256 2438059 90 1391132 149 930003 14 103039 27 130345 56 1092305 34 1222650
Race/Ethnicity Unknown 2021-11-25 161 2286108 73 1228583 55 860908 24 159200 62 299483 24 1016713 73 1316196
Race/Ethnicity Multiracial 2021-11-25 137 1130320 50 674741 72 415327 1 24623 11 35655 19 469309 11 504964
Race/Ethnicity Native Hawaiian or Other Pacific Islander 2021-11-25 20 281882 14 168200 4 102319 1 9013 3 15559 9 126739 4 142298
Race/Ethnicity American Indian or Alaska Native 2021-11-25 17 190968 7 94573 10 86932 0 7623 3 15711 2 83557 3 99268
Age Group 18-49 2021-11-24 81859 26685801 45776 15815126 33486 9703869 2576 1161351 13138 1397636 10699 12361206 14645 13758842
Age Group 50-64 2021-11-24 47604 13373014 22957 7146603 22871 5559855 1768 662810 4740 551300 3311 5962752 5193 6514052
Age Group 65+ 2021-11-24 34306 13064941 12305 6200254 21191 6647305 791 212389 3227 525341 2209 5104442 3417 5629783
Age Group 12-17 2021-11-24 5704 4177275 5661 4165040 5 8771 2 1092 3574 256836 1965 1946532 3591 2203368
Age Group 5-11 2021-11-24 22996 542214 275 15642 1 1357 2 90 19749 525680 3217 7694 19755 533374
Age Group Unknown Agegroup 2021-11-24 8 5052 2 1892 0 2546 0 369 6 3255 2 1049 6 4304
Gender Female 2021-11-24 97720 30439365 44815 17698395 39475 11573209 2145 896918 22282 1629953 10418 13245581 23116 14875534
Gender Male 2021-11-24 94611 27275410 42095 15582669 38026 10290370 2982 1131612 22096 1608116 10960 12079418 23424 13687534
Gender Unknown/undifferentiated 2021-11-24 146 133522 66 63493 53 60124 12 9571 56 21982 25 58675 67 80657
Race/Ethnicity White 2021-11-24 63526 20650867 26893 11329510 29207 8446701 1858 702326 10373 901431 5579 8824900 10978 9726331
Race/Ethnicity Latino 2021-11-24 49544 16725158 24586 10078180 17675 5922894 1389 600953 13974 1073731 7617 7601022 14612 8674753
Race/Ethnicity Asian 2021-11-24 45121 9603483 20043 5728669 18156 3493790 573 256873 8902 410965 3115 4130677 9056 4541642
Race/Ethnicity Other Race 2021-11-24 12621 4542043 5560 2651203 4427 1665119 420 174491 4805 377186 1962 2038560 5064 2415746
Race/Ethnicity Black or African American 2021-11-24 8448 2437803 3836 1391042 3577 929854 393 103025 1797 130367 1355 1092249 1963 1222616
Race/Ethnicity Unknown 2021-11-24 6891 2285947 3231 1228510 1919 860853 371 159176 3567 299434 1202 1016689 3878 1316123
Race/Ethnicity Multiracial 2021-11-24 4927 1130183 2236 674691 1991 415255 90 24622 654 35663 397 469290 669 504953
Race/Ethnicity Native Hawaiian or Other Pacific Islander 2021-11-24 831 281862 386 168186 330 102315 19 9012 195 15564 105 126730 204 142294
Race/Ethnicity American Indian or Alaska Native 2021-11-24 568 190951 205 94566 272 86922 26 7623 167 15710 71 83555 183 99265
Age Group 18-49 2021-11-23 91769 26603942 50918 15769350 38116 9670383 2712 1158775 13636 1393690 11730 12350507 15202 13744197
Age Group 50-64 2021-11-23 57465 13325410 28145 7123646 27371 5536984 1939 661042 5353 549418 3868 5959441 5834 6508859
Age Group 65+ 2021-11-23 47320 13030635 16744 6187949 29699 6626114 866 211598 4310 524133 2861 5102233 4526 5626366
Age Group 12-17 2021-11-23 6225 4171571 6183 4159379 7 8766 1 1090 3907 255210 2170 1944567 3921 2199777
Age Group 5-11 2021-11-23 25900 519218 398 15367 2 1356 0 88 24468 509142 1416 4477 24468 513619
Age Group Unknown Agegroup 2021-11-23 15 5044 1 1890 2 2546 0 369 12 3251 3 1047 12 4298
Gender Female 2021-11-23 117905 30341645 53716 17653580 49279 11533734 2297 894773 25912 1617255 10891 13235163 26813 14852418
Gender Male 2021-11-23 110606 27180799 48603 15540574 45838 10252344 3204 1128630 25698 1595652 11125 12068458 27062 13664110
Gender Unknown/undifferentiated 2021-11-23 183 133376 70 63427 80 60071 17 9559 76 21940 32 58650 88 80590
Race/Ethnicity White 2021-11-23 85189 20587341 35608 11302617 41058 8417494 1932 700468 13288 896032 6137 8819321 13935 9715353
Race/Ethnicity Latino 2021-11-23 56523 16675614 28156 10053594 20388 5905219 1438 599564 15317 1066736 7980 7593405 15971 8660141
Race/Ethnicity Asian 2021-11-23 46205 9558362 20255 5708626 18858 3475634 686 256300 9359 405024 2650 4127562 9516 4532586
Race/Ethnicity Other Race 2021-11-23 15121 4529422 6630 2645643 5311 1660692 506 174071 5940 374084 2057 2036598 6267 2410682
Race/Ethnicity Black or African American 2021-11-23 10061 2429355 4597 1387206 4259 926277 398 102632 2100 129759 1439 1090894 2230 1220653
Race/Ethnicity Unknown 2021-11-23 8160 2279056 3811 1225279 2236 858934 426 158805 4403 296758 1175 1015487 4730 1312245
Race/Ethnicity Multiracial 2021-11-23 5680 1125256 2584 672455 2354 413264 88 24532 787 35391 386 468893 802 504284
Race/Ethnicity Native Hawaiian or Other Pacific Islander 2021-11-23 1006 281031 444 167800 386 101985 25 8993 293 15465 116 126625 304 142090
Race/Ethnicity American Indian or Alaska Native 2021-11-23 749 190383 304 94361 347 86650 19 7597 199 15598 108 83484 208 99082
Age Group 18-49 2021-11-22 85787 26512173 47008 15718432 36171 9632267 2588 1156063 13122 1390218 11776 12338777 14603 13728995
Age Group 50-64 2021-11-22 56987 13267945 27781 7095501 27352 5509613 1840 659103 5386 547452 4026 5955573 5901 6503025
Age Group 65+ 2021-11-22 46615 12983315 16404 6171205 29362 6596415 838 210732 4231 522468 2942 5099372 4453 5621840
Age Group 12-17 2021-11-22 6280 4165346 6233 4153196 10 8759 0 1089 3843 253459 2290 1942397 3853 2195856
Age Group 5-11 2021-11-22 24581 493318 418 14969 1 1354 1 88 24050 486090 515 3061 24053 489151
Age Group Unknown Agegroup 2021-11-22 10 5029 5 1889 1 2544 1 369 7 3242 2 1044 8 4286
Gender Female 2021-11-22 115423 30223740 51906 17599864 49043 11484455 2315 892476 25689 1601333 10830 13224272 26584 14825605
Gender Male 2021-11-22 104697 27070193 45889 15491971 43788 10206506 2945 1125426 24902 1579715 10709 12057333 26233 13637048
Gender Unknown/undifferentiated 2021-11-22 140 133193 54 63357 66 59991 8 9542 48 21884 12 58618 54 80502
Race/Ethnicity White 2021-11-22 84845 20502152 35552 11267009 41102 8376436 1872 698536 13520 888234 5955 8813184 14203 9701418
Race/Ethnicity Latino 2021-11-22 53143 16619091 26211 10025438 19452 5884831 1357 598126 14640 1058745 7900 7585425 15214 8644170
Race/Ethnicity Asian 2021-11-22 43599 9512157 18654 5688371 18222 3456776 650 255614 9143 398158 2404 4124912 9295 4523070
Race/Ethnicity Other Race 2021-11-22 14930 4514301 6548 2639013 5295 1655381 505 173565 5893 369874 2224 2034541 6230 2404415
Race/Ethnicity Black or African American 2021-11-22 9078 2419294 4222 1382609 3737 922018 398 102234 1907 128968 1371 1089455 2066 1218423
Race/Ethnicity Unknown 2021-11-22 7576 2270896 3530 1221468 2092 856698 364 158379 4320 293203 1162 1014312 4612 1307515
Race/Ethnicity Multiracial 2021-11-22 5568 1119576 2508 669871 2351 410910 83 24444 799 34975 357 468507 816 503482
Race/Ethnicity Native Hawaiian or Other Pacific Islander 2021-11-22 920 280025 389 167356 352 101599 25 8968 268 15277 93 126509 280 141786
Race/Ethnicity American Indian or Alaska Native 2021-11-22 601 189634 235 94057 294 86303 14 7578 149 15498 85 83376 155 98874
Age Group 18-49 2021-11-21 30761 26426386 16680 15671424 13365 9596096 713 1153475 5215 1387391 4061 12327001 5689 13714392
Age Group 50-64 2021-11-21 18219 13210958 8913 7067720 8877 5482261 426 657263 1942 545577 1319 5951547 2080 6497124
Age Group 65+ 2021-11-21 10901 12936700 3754 6154801 6990 6567053 157 209894 1247 520957 698 5096430 1291 5617387
Age Group 12-17 2021-11-21 2118 4159066 2112 4146963 0 8749 1 1089 1341 251896 735 1940107 1348 2192003
Age Group 5-11 2021-11-21 8124 468737 113 14551 9 1353 0 87 8107 462552 9 2546 8107 465098
Age Group Unknown Agegroup 2021-11-21 2 5019 0 1884 0 2543 0 368 2 3236 0 1042 2 4278
Gender Female 2021-11-21 36859 30108317 16595 17547958 15715 11435412 535 890161 8941 1585579 3244 13213442 9188 14799021
Gender Male 2021-11-21 33233 26965496 14958 15446082 13516 10162718 761 1122481 8895 1564191 3575 12046624 9310 13610815
Gender Unknown/undifferentiated 2021-11-21 33 133053 19 63303 10 59925 1 9534 18 21842 3 58606 19 80448
Race/Ethnicity White 2021-11-21 25540 20417307 10356 11231457 12787 8335334 379 696664 4496 879986 1746 8807229 4659 9687215
Race/Ethnicity Latino 2021-11-21 18446 16565948 9352 9999227 6462 5865379 507 596769 5596 1051431 2849 7577525 5859 8628956
Race/Ethnicity Asian 2021-11-21 15666 9468558 6870 5669717 6324 3438554 155 254964 3535 391267 847 4122508 3583 4513775
Race/Ethnicity Other Race 2021-11-21 3636 4499371 1634 2632465 1217 1650086 91 173060 1823 365868 502 2032317 1890 2398185
Race/Ethnicity Black or African American 2021-11-21 2085 2410216 1034 1378387 849 918281 49 101836 490 128273 348 1088084 519 1216357
Race/Ethnicity Unknown 2021-11-21 2438 2263320 1314 1217938 615 854606 95 158015 1476 289753 357 1013150 1562 1302903
Race/Ethnicity Multiracial 2021-11-21 1873 1114008 808 667363 822 408559 13 24361 296 34516 98 468150 296 502666
Race/Ethnicity Native Hawaiian or Other Pacific Islander 2021-11-21 275 279105 129 166967 109 101247 4 8943 78 15090 52 126416 81 141506
Race/Ethnicity American Indian or Alaska Native 2021-11-21 166 189033 75 93822 56 86009 4 7564 64 15428 23 83291 68 98719
Age Group 18-49 2021-11-20 57260 26395625 31035 15654744 24525 9582731 1676 1152762 8560 1385763 6749 12322940 9564 13708703
Age Group 50-64 2021-11-20 38044 13192739 18016 7058807 18756 5473384 1263 656837 3564 544816 2627 5950228 3909 6495044
Age Group 65+ 2021-11-20 21848 12925799 7490 6151047 13905 6560063 446 209737 2126 520364 1386 5095732 2255 5616096
Age Group 12-17 2021-11-20 5288 4156948 5246 4144851 2 8749 1 1088 3438 251283 1732 1939372 3456 2190655
Age Group 5-11 2021-11-20 26939 460613 922 14438 0 1344 0 87 26786 454454 134 2537 26786 456991
Age Group Unknown Agegroup 2021-11-20 20 5017 10 1884 2 2543 0 368 20 3234 0 1042 20 4276
Gender Female 2021-11-20 78733 30071458 33242 17531363 30926 11419697 1565 889626 22273 1579635 6228 13210198 22919 14789833
Gender Male 2021-11-20 70537 26932263 29415 15431124 26220 10149202 1813 1121720 22160 1558456 6387 12043049 23001 13601505
Gender Unknown/undifferentiated 2021-11-20 129 133020 62 63284 44 59915 8 9533 61 21826 13 58603 70 80429
Race/Ethnicity White 2021-11-20 50378 20391767 19525 11221101 23270 8322547 968 696285 10589 877073 3063 8805483 10921 9682556
Race/Ethnicity Latino 2021-11-20 39184 16547502 18986 9989875 12858 5858917 1121 596262 12909 1048421 5039 7574676 13458 8623097
Race/Ethnicity Asian 2021-11-20 33522 9452892 13318 5662847 12523 3432230 411 254809 9602 388531 1495 4121661 9684 4510192
Race/Ethnicity Other Race 2021-11-20 10603 4495735 4314 2630831 3381 1648869 342 172969 5054 364480 1269 2031815 5282 2396295
Race/Ethnicity Black or African American 2021-11-20 4841 2408131 2146 1377353 1820 917432 208 101787 1393 128102 683 1087736 1466 1215838
Race/Ethnicity Unknown 2021-11-20 6112 2260882 2501 1216624 1431 853991 270 157920 3812 288548 772 1012793 4028 1301341
Race/Ethnicity Multiracial 2021-11-20 3736 1112135 1517 666555 1527 407737 39 24348 787 34318 187 468052 792 502370
Race/Ethnicity Native Hawaiian or Other Pacific Islander 2021-11-20 607 278830 250 166838 222 101138 16 8939 188 15061 67 126364 195 141425
Race/Ethnicity American Indian or Alaska Native 2021-11-20 416 188867 162 93747 158 85953 11 7560 160 15383 53 83268 164 98651
Age Group 18-49 2021-11-19 98442 26338365 52140 15623709 43510 9558206 2757 1151086 14215 1382948 12791 12316191 15839 13699139
Age Group 50-64 2021-11-19 67238 13154695 30994 7040791 33959 5454628 2263 655574 5841 543534 4676 5947601 6431 6491135
Age Group 65+ 2021-11-19 51922 12903951 17069 6143557 33950 6546158 877 209291 4384 519495 3316 5094346 4615 5613841
Age Group 12-17 2021-11-19 8233 4151660 8162 4139605 18 8747 1 1087 5005 249559 3100 1937640 5016 2187199
Age Group 5-11 2021-11-19 31156 433674 649 13516 6 1344 7 87 31120 427802 15 2403 31127 430205
Age Group Unknown Agegroup 2021-11-19 18 4997 3 1874 2 2541 0 368 17 3214 0 1042 17 4256
Gender Female 2021-11-19 139841 29992725 59899 17498121 61838 11388771 2710 888061 31004 1562944 12227 13203970 32072 14766914
Gender Male 2021-11-19 116966 26861726 49022 15401709 49530 10122982 3184 1119907 29474 1541842 11648 12036662 30860 13578504
Gender Unknown/undifferentiated 2021-11-19 202 132891 96 63222 77 59871 11 9525 104 21769 23 58590 113 80359
Race/Ethnicity White 2021-11-19 97183 20341389 38318 11201576 49093 8299277 2131 695317 15480 869215 6466 8802420 16230 9671635
Race/Ethnicity Latino 2021-11-19 65846 16508318 31144 9970889 24272 5846059 1578 595141 19253 1040002 9321 7569637 19935 8609639
Race/Ethnicity Asian 2021-11-19 49716 9419370 20604 5649529 20980 3419707 673 254398 10707 380342 2563 4120166 10868 4500508
Race/Ethnicity Other Race 2021-11-19 16550 4485132 6869 2626517 6253 1645488 549 172627 6290 360467 2262 2030546 6639 2391013
Race/Ethnicity Black or African American 2021-11-19 9795 2403290 4313 1375207 4306 915612 401 101579 2107 127319 1480 1087053 2263 1214372
Race/Ethnicity Unknown 2021-11-19 9646 2254770 4267 1214123 2892 852560 409 157650 5341 285292 1221 1012021 5661 1297313
Race/Ethnicity Multiracial 2021-11-19 6421 1108399 2784 665038 2784 406210 117 24309 935 33713 355 467865 957 501578
Race/Ethnicity Native Hawaiian or Other Pacific Islander 2021-11-19 1033 278223 450 166588 442 100916 21 8923 241 14933 116 126297 249 141230
Race/Ethnicity American Indian or Alaska Native 2021-11-19 819 188451 268 93585 423 85795 26 7549 228 15272 114 83215 243 98487
Age Group 18-49 2021-11-18 79357 26239923 43874 15571569 32872 9514696 2574 1148329 12945 1379900 11542 12303400 14452 13683300
Age Group 50-64 2021-11-18 54405 13087457 26236 7009797 26142 5420669 2009 653311 5071 541779 3963 5942925 5613 6484704
Age Group 65+ 2021-11-18 53886 12852029 18181 6126488 34770 6512208 910 208414 4697 518196 3263 5091030 4951 5609226
Age Group 12-17 2021-11-18 6331 4143427 6283 4131443 9 8729 0 1086 3942 247643 2289 1934540 3951 2182183
Age Group 5-11 2021-11-18 22743 402518 390 12867 0 1338 0 80 22719 396690 3 2388 22719 399078
Age Group Unknown Agegroup 2021-11-18 10 4979 4 1871 1 2539 0 368 10 3197 0 1042 10 4239
Gender Female 2021-11-18 114699 29852884 50872 17438222 50186 11326933 2464 885351 25015 1543099 10654 13191743 25986 14734842
Gender Male 2021-11-18 101818 26744760 44011 15352687 43498 10073452 3019 1116723 24281 1522630 10379 12025014 25618 13547644
Gender Unknown/undifferentiated 2021-11-18 215 132689 85 63126 110 59794 10 9514 88 21679 27 58567 92 80246
Race/Ethnicity White 2021-11-18 85256 20244206 34354 11163258 42290 8250184 1978 693186 13591 859451 5740 8795954 14318 9655405
Race/Ethnicity Latino 2021-11-18 54179 16442472 26553 9939745 20204 5821787 1520 593563 15410 1029388 8070 7560316 16061 8589704
Race/Ethnicity Asian 2021-11-18 38909 9369654 17032 5628925 16612 3398727 510 253725 7461 372037 2009 4117603 7574 4489640
Race/Ethnicity Other Race 2021-11-18 13641 4468582 5909 2619648 5110 1639235 477 172078 5180 356090 1947 2028284 5456 2384374
Race/Ethnicity Black or African American 2021-11-18 9193 2393495 4170 1370894 4014 911306 415 101178 1941 126536 1459 1085573 2100 1212109
Race/Ethnicity Unknown 2021-11-18 8679 2245124 4042 1209856 2452 849668 439 157241 4650 280852 1262 1010800 5001 1291652
Race/Ethnicity Multiracial 2021-11-18 5201 1101978 2261 662254 2328 403426 91 24192 701 33111 316 467510 712 500621
Race/Ethnicity Native Hawaiian or Other Pacific Islander 2021-11-18 867 277190 406 166138 333 100474 37 8902 220 14800 140 126181 232 140981
Race/Ethnicity American Indian or Alaska Native 2021-11-18 807 187632 241 93317 451 85372 26 7523 230 15143 117 83101 242 98244
Age Group 18-49 2021-11-17 77604 26160566 42610 15527695 32218 9481824 2749 1145755 13096 1376990 11929 12291858 14809 13668848
Age Group 50-64 2021-11-17 54324 13033052 25893 6983561 26386 5394527 2019 651302 5289 540129 4124 5938962 5866 6479091
Age Group 65+ 2021-11-17 58026 12798143 19240 6108307 37793 6477438 971 207504 4890 516508 3523 5087767 5150 5604275
Age Group 12-17 2021-11-17 6594 4137096 6546 4125160 10 8720 4 1086 4101 245981 2383 1932251 4122 2178232
Age Group 5-11 2021-11-17 27647 379775 532 12477 6 1338 3 80 27614 373974 16 2385 27617 376359
Age Group Unknown Agegroup 2021-11-17 17 4969 7 1867 3 2538 0 368 16 3187 0 1042 16 4229
Gender Female 2021-11-17 117355 29738185 50402 17387350 51089 11276747 2518 882887 27367 1527767 11171 13181089 28382 14708856
Gender Male 2021-11-17 106662 26642942 44358 15308676 45244 10029954 3215 1113704 27548 1507391 10778 12014635 29097 13522026
Gender Unknown/undifferentiated 2021-11-17 195 132474 68 63041 83 59684 13 9504 91 21614 26 58540 101 80154
Race/Ethnicity White 2021-11-17 88219 20158950 33857 11128904 43832 8207894 2009 691208 15824 850873 5927 8790214 16560 9641087
Race/Ethnicity Latino 2021-11-17 54832 16388293 26362 9913192 19870 5801583 1548 592043 16777 1021397 8397 7552246 17535 8573643
Race/Ethnicity Asian 2021-11-17 41221 9330745 17359 5611893 17449 3382115 658 253215 8539 366472 2082 4115594 8704 4482066
Race/Ethnicity Other Race 2021-11-17 14590 4454941 6137 2613739 5366 1634125 528 171601 5753 352581 2140 2026337 6093 2378918
Race/Ethnicity Black or African American 2021-11-17 9809 2384302 4401 1366724 4280 907292 411 100763 2205 125895 1612 1084114 2354 1210009
Race/Ethnicity Unknown 2021-11-17 8395 2236445 3719 1205814 2550 847216 471 156802 4498 277113 1277 1009538 4887 1286651
Race/Ethnicity Multiracial 2021-11-17 5426 1096777 2327 659993 2320 401098 69 24101 896 32715 323 467194 907 499909
Race/Ethnicity Native Hawaiian or Other Pacific Islander 2021-11-17 941 276323 412 165732 361 100141 20 8865 277 14708 102 126041 284 140749
Race/Ethnicity American Indian or Alaska Native 2021-11-17 779 186825 254 93076 388 84921 32 7497 237 15018 115 82984 256 98002
Age Group 18-49 2021-11-16 74900 26082962 41249 15485085 30835 9449606 2802 1143006 13483 1374110 12120 12279929 15271 13654039
Age Group 50-64 2021-11-16 54391 12978728 25823 6957668 26503 5368141 2056 649283 5362 538387 4176 5934838 5956 6473225
Age Group 65+ 2021-11-16 60569 12740117 20035 6089067 39530 6439645 984 206533 5023 514881 3711 5084244 5284 5599125
Age Group 12-17 2021-11-16 6112 4130502 6075 4118614 5 8710 1 1082 3789 244242 2245 1929868 3804 2174110
Age Group 5-11 2021-11-16 24193 352128 544 11945 4 1332 0 77 24166 346373 8 2369 24166 348742
Age Group Unknown Agegroup 2021-11-16 21 4952 2 1860 2 2535 1 368 20 3171 1 1042 21 4213
Gender Female 2021-11-16 116063 29620830 50239 17336948 51545 11225658 2545 880369 26262 1510556 11270 13169918 27368 14680474
Gender Male 2021-11-16 103961 26536280 43426 15264318 45274 9984710 3286 1110489 25506 1489072 10969 12003857 27048 13492929
Gender Unknown/undifferentiated 2021-11-16 162 132279 63 62973 60 59601 13 9491 75 21539 22 58514 86 80053
Race/Ethnicity White 2021-11-16 87378 20070731 33658 11095047 44440 8164062 1995 689199 14417 840240 5988 8784287 15180 9624527
Race/Ethnicity Latino 2021-11-16 54375 16333461 26865 9886830 19759 5781713 1626 590495 16379 1012259 8502 7543849 17212 8556108
Race/Ethnicity Asian 2021-11-16 39888 9289524 16487 5594534 17903 3364666 687 252557 7701 359850 2204 4113512 7849 4473362
Race/Ethnicity Other Race 2021-11-16 13866 4440351 5847 2607602 5268 1628759 517 171073 5433 348628 2145 2024197 5764 2372825
Race/Ethnicity Black or African American 2021-11-16 9570 2374493 4315 1362323 4162 903012 394 100352 1999 125153 1602 1082502 2156 1207655
Race/Ethnicity Unknown 2021-11-16 8054 2228050 3666 1202095 2166 844666 488 156331 4533 273503 1232 1008261 4923 1281764
Race/Ethnicity Multiracial 2021-11-16 5408 1091351 2246 657666 2409 398778 86 24032 897 32131 358 466871 907 499002
Race/Ethnicity Native Hawaiian or Other Pacific Islander 2021-11-16 880 275382 368 165320 372 99780 28 8845 235 14526 128 125939 249 140465
Race/Ethnicity American Indian or Alaska Native 2021-11-16 767 186046 276 92822 400 84533 23 7465 249 14877 102 82869 262 97746
Age Group 18-49 2021-11-15 67326 26008062 37352 15443836 27284 9418771 2655 1140204 12786 1370959 12503 12267809 14542 13638768
Age Group 50-64 2021-11-15 48970 12924337 23370 6931845 23636 5341638 1953 647227 4847 536607 4041 5930662 5407 6467269
Age Group 65+ 2021-11-15 55305 12679548 17551 6069032 36811 6400115 916 205549 4585 513308 3359 5080533 4847 5593841
Age Group 12-17 2021-11-15 5905 4124390 5860 4112539 3 8705 0 1081 3620 242683 2203 1927623 3633 2170306
Age Group 5-11 2021-11-15 22429 327935 472 11401 5 1328 1 77 22405 322215 10 2361 22406 324576
Age Group Unknown Agegroup 2021-11-15 17 4931 3 1858 2 2533 1 367 16 3151 1 1041 17 4192
Gender Female 2021-11-15 105613 29504767 44956 17286709 47152 11174113 2524 877824 24317 1494458 11030 13158648 25454 14653106
Gender Male 2021-11-15 94205 26432319 39605 15220892 40531 9939436 2997 1107203 23872 1472993 11071 11992888 25324 13465881
Gender Unknown/undifferentiated 2021-11-15 134 132117 47 62910 58 59541 5 9478 70 21475 16 58492 74 79967
Race/Ethnicity White 2021-11-15 79505 19983353 29972 11061389 40352 8119622 1918 687204 13776 831048 5828 8778299 14463 9609347
Race/Ethnicity Latino 2021-11-15 48683 16279086 24164 9859965 17359 5761954 1378 588869 15323 1003549 8475 7535347 16060 8538896
Race/Ethnicity Asian 2021-11-15 36174 9249636 14994 5578047 16556 3346763 651 251870 6593 354205 2266 4111308 6772 4465513
Race/Ethnicity Other Race 2021-11-15 13312 4426485 5674 2601755 4848 1623491 598 170556 5379 345009 2308 2022052 5801 2367061
Race/Ethnicity Black or African American 2021-11-15 8533 2364923 3799 1358008 3741 898850 337 99958 1910 124599 1440 1080900 2031 1205499
Race/Ethnicity Unknown 2021-11-15 7257 2219996 3403 1198429 1963 842500 496 155843 4046 269812 1275 1007029 4448 1276841
Race/Ethnicity Multiracial 2021-11-15 5064 1085943 2037 655420 2307 396369 88 23946 837 31582 321 466513 855 498095
Race/Ethnicity Native Hawaiian or Other Pacific Islander 2021-11-15 822 274502 342 164952 337 99408 33 8817 221 14405 122 125811 238 140216
Race/Ethnicity American Indian or Alaska Native 2021-11-15 602 185279 223 92546 278 84133 27 7442 174 14717 82 82767 184 97484
Age Group 18-49 2021-11-14 25881 25940736 14326 15406484 10815 9391487 722 1137549 4978 1368920 4268 12255306 5461 13624226
Age Group 50-64 2021-11-14 16169 12875367 7699 6908475 7974 5318002 490 645274 1822 535241 1337 5926621 1988 6461862
Age Group 65+ 2021-11-14 12517 12624243 3934 6051481 8416 6363304 160 204633 1330 511820 820 5077174 1385 5588994
Age Group 12-17 2021-11-14 2030 4118485 2017 4106679 1 8702 1 1081 1210 241253 782 1925420 1220 2166673
Age Group 5-11 2021-11-14 11869 305506 28 10929 0 1323 0 76 11860 299819 1 2351 11860 302170
Age Group Unknown Agegroup 2021-11-14 8 4914 0 1855 1 2531 1 366 7 3135 1 1040 8 4175
Gender Female 2021-11-14 35871 29399154 14641 17241753 14774 11126961 592 875300 10550 1480034 3425 13147618 10859 14627652
Gender Male 2021-11-14 32537 26338114 13327 15181287 12411 9898905 778 1104206 10616 1458740 3775 11981817 11018 13440557
Gender Unknown/undifferentiated 2021-11-14 66 131983 36 62863 22 59483 4 9473 41 21417 9 58476 45 79893
Race/Ethnicity White 2021-11-14 25553 19903848 9304 11031417 12079 8079270 384 685286 6084 822413 1826 8772471 6249 9594884
Race/Ethnicity Latino 2021-11-14 17276 16230403 8398 9835801 5813 5744595 505 587491 6054 995964 3050 7526872 6352 8522836
Race/Ethnicity Asian 2021-11-14 15000 9213462 5691 5563053 5842 3330207 204 251219 4235 349699 792 4109042 4280 4458741

CALIFORNIA’S ECONOMIC RECOVERY
“California’s strict public health measures during the

pandemic protected its economy, setting the stage for an
even faster recovery in the state than nationwide”

● California’s early action saved lives, and we have delivered the most vaccinations in
the entire country.

● Now, California is leading the nation’s economic recovery, creating more jobs than
any other state and outpacing the rest of the country in new business starts.

● “Among the five largest economies, California outperforms the U.S., Japan and
Germany with a growth rate exceeded only by China.”

● Historic $100 billion CA Comeback Plan invests in Californians: $6.2 billion tax cut
and $4 billion grant program for small businesses, $12 billion tax rebate program for
two out of every three Californians, $1 billion in grants to workers who lost their jobs,
and $5.2 billion in rent relief for low-income Californians.

California took early action to protect the health and wellbeing of Californians, consistently
resulting in some of the lowest case rates and transmission rates in the nation while
hospitalizations dipped to the lowest point since March 2020 – with more than 43 million
vaccinations having been administered in California, over 70 percent of adults have at least one
shot.

Now, California is leading the nation’s economic recovery and creating record numbers of jobs:
● Created more jobs than any other state, totaling 558,700 new jobs.
● Outperformed the U.S., Japan, and German economies in growth rate.
● California’s economy contracted less than other states that had fewer restrictions

(Texas, Florida, etc.), with U.S. economic output shrinking 3.5% compared to CA’s 2.8%.
● Continuing to lead the nation in new business starts and U.S. economic industries.

But the state still has a long way to go in recovering the jobs and business lost due to the
pandemic, which is why Governor Newsom and his California Comeback Plan are making historic
investments in small businesses and workers hit hardest by COVID-19:

● Biggest state tax rebate in American history – Golden State Stimulus tax rebate
checks for two out of every three Californians.

● Largest small businesses relief program in the nation, investing a total of $4 billion in
direct grants to California’s small businesses, on top of a massive $6.2 billion tax cut.

● Largest statewide renter assistance in the country, providing $5.2 billion to help
low-income renters pay 100% of their back-rent and utilities.

LEADING THE NATION’S ECONOMIC RECOVERY
California’s economy contracted less than other states throughout the pandemic –
“’Lockdown’ states like California did better economically than ‘looser’ states like Florida” –
and now the state is now set to lead the nation’s economic recovery.

Throughout the pandemic, California has continued to lead in key economic metrics:
● California continues to “reign supreme in technology, entertainment, agriculture and

other vital industries,” including manufacturing output and business, global trade, and
energy, mining, and construction.

● “The most trusted measure of economic strength says California is the world-beater
among democracies. … Among the five largest economies, California outperforms the
U.S., Japan and Germany with a growth rate exceeded only by China.”

● California continues to lead the nation in new business starts and, just this year, the
state has seen nearly 100 IPOs f rom California-based companies.

● In 2020, over 50% of the nation’s venture capital funding went to California, double what
the next three states (NY, MA, TX) had combined.

● 64 of the Time100 Most Influential Companies and 20 of Fortune’s 100 Fastest-Growing
Companies are based in California, both more than any other state.

LEADING THE NATION’S JOB CREATION
● California has led the nation’s job creation, creating 558,700 new jobs between February and

June. In April, “California was the locomotive of U.S. job growth,” creating 38% of the nation’s
jobs; in February, we created 41% of the nation’s jobs.

● “California continues to lead every other state in employment in tech, biotech, entertainment,
manufacturing and more.”

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