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1. What proportion of all all district posts were about any of the topics we examined?

included_in_qual n percent
0 26330 0.9857731
1 380 0.0142269

What proportion did the different themes represent?

2. Mentions of different themes over time

What proportion of all the districts posted about any of the topics we examined? What about the different themes?

This is in progress

3. Correlation between any mention of any topic and district-level NCES variables

var cor_with_mention
percent_black 0.23
n_black 0.09
n_students 0.04

4. Correlation between mentions of specific topics and district-level NCES variables

var cor_mention_and_n_students
racism_race 0.063
steps_taken_to_resolve_issues 0.057
protests 0.049
george_floyd 0.043
police_brutality 0.041
equity_inequity 0.003
justice_injustice 0.000
racial_injustice_inequality -0.002
var cor_mention_and_n_black
police_brutality 0.167
justice_injustice 0.162
racial_injustice_inequality 0.121
steps_taken_to_resolve_issues 0.071
racism_race 0.070
protests 0.043
equity_inequity 0.043
george_floyd -0.073
var cor_mention_and_percent_black
justice_injustice 0.405
racial_injustice_inequality 0.243
steps_taken_to_resolve_issues 0.188
police_brutality 0.135
racism_race 0.130
protests 0.124
equity_inequity 0.089
george_floyd -0.035